From d579514feb9a1a53719effd14f81ca1aa23e308e Mon Sep 17 00:00:00 2001
From: jmcvey3 <53623232+jmcvey3@users.noreply.github.com>
Date: Mon, 1 Dec 2025 17:19:43 -0800
Subject: [PATCH 1/7] Initial fixes for averaging profile for AD2CPs
---
mhkit/dolfyn/adp/turbulence.py | 47 ++++++++++++++++++++++------------
mhkit/dolfyn/io/nortek2.py | 3 +++
mhkit/dolfyn/velocity.py | 17 +++++++++---
3 files changed, 47 insertions(+), 20 deletions(-)
diff --git a/mhkit/dolfyn/adp/turbulence.py b/mhkit/dolfyn/adp/turbulence.py
index 5002523a..2707edae 100644
--- a/mhkit/dolfyn/adp/turbulence.py
+++ b/mhkit/dolfyn/adp/turbulence.py
@@ -128,7 +128,7 @@ def __init__(
self.diff_style = diff_style
self.orientation = orientation
- def _diff_func(self, vel, u, orientation):
+ def _diff_func(self, vel, u, orientation, tag):
"""Applies the chosen style of numerical differentiation to velocity data.
This method calculates the derivative of the velocity data 'vel' with respect to the 'range'
@@ -156,16 +156,16 @@ def _diff_func(self, vel, u, orientation):
sign *= -1
if self.diff_style == "first":
- out = _diffz_first(vel[u].values, vel["range"].values)
- return sign * out, vel.range[1:]
+ out = _diffz_first(vel[u].values, vel["range" + tag].values)
+ return sign * out, vel["range" + tag][1:]
elif self.diff_style == "centered":
- out = _diffz_centered(vel[u].values, vel["range"].values)
- return sign * out, vel.range[1:-1]
+ out = _diffz_centered(vel[u].values, vel["range" + tag].values)
+ return sign * out, vel["range" + tag][1:-1]
elif self.diff_style == "centered_extended":
- out = _diffz_centered_extended(vel[u].values, vel["range"].values)
- return sign * out, vel.range
+ out = _diffz_centered_extended(vel[u].values, vel["range" + tag].values)
+ return sign * out, vel["range" + tag]
def dudz(self, vel, orientation=None):
"""
@@ -191,11 +191,16 @@ def dudz(self, vel, orientation=None):
'true vertical' direction.
"""
- dudz, rng = self._diff_func(vel, 0, orientation)
+ if "_" in vel.name:
+ tag = "_" + vel.name.split("_")[-1]
+ else:
+ tag = ""
+
+ dudz, rng = self._diff_func(vel, 0, orientation, tag)
return xr.DataArray(
dudz,
- coords=[rng, vel.time],
- dims=["range", "time"],
+ coords=[rng, vel["time" + tag]],
+ dims=["range" + tag, "time" + tag],
attrs={"units": "s-1", "long_name": "Shear in X-direction"},
)
@@ -223,11 +228,16 @@ def dvdz(self, vel, orientation=None):
'true vertical' direction.
"""
- dvdz, rng = self._diff_func(vel, 1, orientation)
+ if "_" in vel.name:
+ tag = "_" + vel.name.split("_")[-1]
+ else:
+ tag = ""
+
+ dvdz, rng = self._diff_func(vel, 1, orientation, tag)
return xr.DataArray(
dvdz,
- coords=[rng, vel.time],
- dims=["range", "time"],
+ coords=[rng, vel["time" + tag]],
+ dims=["range" + tag, "time" + tag],
attrs={"units": "s-1", "long_name": "Shear in Y-direction"},
)
@@ -255,11 +265,16 @@ def dwdz(self, vel, orientation=None):
'true vertical' direction.
"""
- dwdz, rng = self._diff_func(vel, 2, orientation)
+ if "_" in vel.name:
+ tag = "_" + vel.name.split("_")[-1]
+ else:
+ tag = ""
+
+ dwdz, rng = self._diff_func(vel, 2, orientation, tag)
return xr.DataArray(
dwdz,
- coords=[rng, vel.time],
- dims=["range", "time"],
+ coords=[rng, vel["time" + tag]],
+ dims=["range" + tag, "time" + tag],
attrs={"units": "s-1", "long_name": "Shear in Z-direction"},
)
diff --git a/mhkit/dolfyn/io/nortek2.py b/mhkit/dolfyn/io/nortek2.py
index 41479040..1d57d37f 100644
--- a/mhkit/dolfyn/io/nortek2.py
+++ b/mhkit/dolfyn/io/nortek2.py
@@ -696,6 +696,9 @@ def _clean_dp_skips(data):
for id in data:
if id == "filehead_config":
continue
+ if "ver" not in data[id]:
+ warnings.warn(f"Dual-profile unknown ID: {id}")
+ continue
# Check where 'ver' is zero (should be 1 (for bt) or 3 (everything else))
skips = np.where(data[id]["ver"] != 0)
for var in data[id]:
diff --git a/mhkit/dolfyn/velocity.py b/mhkit/dolfyn/velocity.py
index bb95c40c..3fadbfd8 100644
--- a/mhkit/dolfyn/velocity.py
+++ b/mhkit/dolfyn/velocity.py
@@ -304,7 +304,10 @@ def u(
- earth: east
- principal: streamwise
"""
- return self.ds["vel"][0].drop_vars("dir")
+ try:
+ return self.ds["vel"][0].drop_vars("dir")
+ except:
+ return self.ds["vel_avg"][0].drop_vars("dir")
@property
def v(
@@ -322,7 +325,10 @@ def v(
- earth: north
- principal: cross-stream
"""
- return self.ds["vel"][1].drop_vars("dir")
+ try:
+ return self.ds["vel"][1].drop_vars("dir")
+ except:
+ return self.ds["vel_avg"][1].drop_vars("dir")
@property
def w(
@@ -340,7 +346,10 @@ def w(
- earth: up
- principal: up
"""
- return self.ds["vel"][2].drop_vars("dir")
+ try:
+ return self.ds["vel"][2].drop_vars("dir")
+ except:
+ return self.ds["vel_avg"][2].drop_vars("dir")
@property
def U(
@@ -659,7 +668,7 @@ def bin_average(self, raw_ds, out_ds=None, names=None):
std = self.standard_deviation(raw_ds.velds.U_mag.values)
out_ds["U_std"] = xr.DataArray(
std.astype("float32"),
- dims=raw_ds.vel.dims[1:],
+ dims=raw_ds.velds.U_mag.dims,
attrs={
"units": "m s-1",
"long_name": "Water Velocity Standard Deviation",
From 0c32e65938779fc6496bcc9041a11c155c458734 Mon Sep 17 00:00:00 2001
From: jmcvey3 <53623232+jmcvey3@users.noreply.github.com>
Date: Thu, 4 Dec 2025 12:50:40 -0800
Subject: [PATCH 2/7] Remove overpadding from FFT computation. Extra zeros were
causing erroneous estimation of first and last PSD in timeseries
---
mhkit/dolfyn/binned.py | 11 +++--------
mhkit/dolfyn/tools/fft.py | 2 ++
mhkit/dolfyn/velocity.py | 11 +++--------
3 files changed, 8 insertions(+), 16 deletions(-)
diff --git a/mhkit/dolfyn/binned.py b/mhkit/dolfyn/binned.py
index ef999e99..47eb4672 100644
--- a/mhkit/dolfyn/binned.py
+++ b/mhkit/dolfyn/binned.py
@@ -370,7 +370,6 @@ def _psd_base(
noise=0,
n_bin=None,
n_fft=None,
- n_pad=None,
step=None,
):
"""
@@ -393,8 +392,6 @@ def _psd_base(
n_fft : int
n_fft of veldat2, number of elements per bin if 'None' is taken
from VelBinner
- n_pad : int (optional)
- The number of values to pad with zero. Default = 0
step : int (optional)
Controls amount of overlap in fft. Default: the step size is
chosen to maximize data use, minimize nens, and have a
@@ -413,11 +410,9 @@ def _psd_base(
fs = self._parse_fs(fs)
n_bin = self._parse_nbin(n_bin)
n_fft = self._parse_nfft(n_fft)
- if n_pad is None:
- n_pad = min(n_bin - n_fft, n_fft)
out = np.empty(self._outshape_fft(dat.shape, n_fft=n_fft, n_bin=n_bin))
# The data is detrended in psd, so we don't need to do it here.
- dat = self.reshape(dat, n_pad=n_pad)
+ dat = self.reshape(dat)
for slc in slice1d_along_axis(dat.shape, -1):
out[slc] = psd_1D(dat[slc], n_fft, fs, window=window, step=step)
@@ -474,8 +469,8 @@ def _csd_base(self, dat1, dat2, fs=None, window="hann", n_fft=None, n_bin=None):
oshp[-2] = np.min([oshp[-2], int(dat2.shape[-1] // n_bin2)])
# The data is detrended in psd, so we don't need to do it here:
- dat1 = self.reshape(dat1, n_pad=n_fft)
- dat2 = self.reshape(dat2, n_pad=n_fft)
+ dat1 = self.reshape(dat1)
+ dat2 = self.reshape(dat2)
out = np.empty(oshp, dtype="c{}".format(dat1.dtype.itemsize * 2))
if dat1.shape == dat2.shape:
cross = cpsd_1D
diff --git a/mhkit/dolfyn/tools/fft.py b/mhkit/dolfyn/tools/fft.py
index 7d8c0850..2bd5b651 100644
--- a/mhkit/dolfyn/tools/fft.py
+++ b/mhkit/dolfyn/tools/fft.py
@@ -246,11 +246,13 @@ def cpsd_1D(a, b, nfft, fs, window="hann", step=None):
window = _getwindow(window, nfft)
fft_inds = slice(1, int(nfft / 2.0 + 1))
wght = 2.0 / (window**2).sum()
+ # Take FFT of first segment
s1 = fft(detrend_array(a[0:nfft]) * window)[fft_inds]
if auto_psd:
pwr = np.abs(s1) ** 2
else:
pwr = s1 * np.conj(fft(detrend_array(b[0:nfft]) * window)[fft_inds])
+ # take FFT of remaining segments
if nens - 1:
for i in range(step, l - nfft + 1, step):
s1 = fft(detrend_array(a[i : (i + nfft)]) * window)[fft_inds]
diff --git a/mhkit/dolfyn/velocity.py b/mhkit/dolfyn/velocity.py
index 3fadbfd8..d157e7a4 100644
--- a/mhkit/dolfyn/velocity.py
+++ b/mhkit/dolfyn/velocity.py
@@ -306,7 +306,7 @@ def u(
"""
try:
return self.ds["vel"][0].drop_vars("dir")
- except:
+ except KeyError:
return self.ds["vel_avg"][0].drop_vars("dir")
@property
@@ -327,7 +327,7 @@ def v(
"""
try:
return self.ds["vel"][1].drop_vars("dir")
- except:
+ except KeyError:
return self.ds["vel_avg"][1].drop_vars("dir")
@property
@@ -348,7 +348,7 @@ def w(
"""
try:
return self.ds["vel"][2].drop_vars("dir")
- except:
+ except KeyError:
return self.ds["vel_avg"][2].drop_vars("dir")
@property
@@ -967,7 +967,6 @@ def power_spectral_density(
noise=0,
n_bin=None,
n_fft=None,
- n_pad=None,
step=None,
):
"""
@@ -991,8 +990,6 @@ def power_spectral_density(
The bin-size. Default = `self.n_bin`
n_fft : int (optional)
The fft size. Default = `self.n_fft`
- n_pad : int (optional)
- The number of values to pad with zero. Default = 0
step : int (optional)
Controls amount of overlap in fft. Default: the step size is
chosen to maximize data use, minimize nens, and have a
@@ -1056,7 +1053,6 @@ def power_spectral_density(
noise=noise[idx],
window=window,
n_bin=n_bin,
- n_pad=n_pad,
n_fft=n_fft,
step=step,
)
@@ -1076,7 +1072,6 @@ def power_spectral_density(
noise=noise,
window=window,
n_bin=n_bin,
- n_pad=n_pad,
n_fft=n_fft,
step=step,
)
From b74c3dcf1f51711676078443ff83bf5f8a8c9709 Mon Sep 17 00:00:00 2001
From: jmcvey3 <53623232+jmcvey3@users.noreply.github.com>
Date: Mon, 8 Dec 2025 15:14:12 -0800
Subject: [PATCH 3/7] Add notebook for estimating wave stats from ADCPs
---
.gitignore | 1 +
examples/adcp_example.ipynb | 357 ++---
examples/adcp_waves_example.ipynb | 1483 +++++++++++++++++++++
examples/data/dolfyn/Sig250_PacWave.ad2cp | Bin 0 -> 10485760 bytes
4 files changed, 1663 insertions(+), 178 deletions(-)
create mode 100644 examples/adcp_waves_example.ipynb
create mode 100644 examples/data/dolfyn/Sig250_PacWave.ad2cp
diff --git a/.gitignore b/.gitignore
index 9063f86c..7977ab19 100644
--- a/.gitignore
+++ b/.gitignore
@@ -10,6 +10,7 @@ $ cat .gitignore
*.tws
*~
*.png
+*.index
# Directories
**/__pycache__/
diff --git a/examples/adcp_example.ipynb b/examples/adcp_example.ipynb
index 8df4aa02..d476e0d2 100644
--- a/examples/adcp_example.ipynb
+++ b/examples/adcp_example.ipynb
@@ -44,7 +44,7 @@
},
{
"cell_type": "code",
- "execution_count": 33,
+ "execution_count": 1,
"metadata": {
"scrolled": true
},
@@ -73,7 +73,7 @@
},
{
"cell_type": "code",
- "execution_count": 34,
+ "execution_count": 2,
"metadata": {
"scrolled": true
},
@@ -82,6 +82,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
+ "Indexing data/dolfyn/Sig1000_tidal.ad2cp... Done.\n",
"Reading file data/dolfyn/Sig1000_tidal.ad2cp ...\n"
]
}
@@ -100,7 +101,7 @@
},
{
"cell_type": "code",
- "execution_count": 35,
+ "execution_count": 3,
"metadata": {},
"outputs": [
{
@@ -520,33 +521,33 @@
" coord_sys: earth\n",
" fs: 1\n",
" has_imu: 1\n",
- " beam_angle: 25
- time: 55000
- time_b5: 55000
- range: 28
- range_b5: 28
- beam: 4
- dir: 4
- dirIMU: 3
- earth: 3
- inst: 3
- q: 4
- x1: 4
- x2: 4
PandasIndex
PandasIndex(Index([1, 2, 3, 4], dtype='int32', name='beam'))
PandasIndex
PandasIndex(Index(['E', 'N', 'U1', 'U2'], dtype='object', name='dir'))
PandasIndex
PandasIndex(Index(['E', 'N', 'U'], dtype='object', name='dirIMU'))
PandasIndex
PandasIndex(Index(['E', 'N', 'U'], dtype='object', name='earth'))
PandasIndex
PandasIndex(Index(['X', 'Y', 'Z'], dtype='object', name='inst'))
PandasIndex
PandasIndex(Index(['w', 'x', 'y', 'z'], dtype='object', name='q'))
PandasIndex
PandasIndex(Index([1, 2, 3, 4], dtype='int32', name='x1'))
PandasIndex
PandasIndex(Index([1, 2, 3, 4], dtype='int32', name='x2'))
- filehead_config :
- {"CLOCKSTR": {"TIME": "\\"2020-08-13 13:56:21\\""}, "ID": "STR=\\"Signature1000\\",SN=101663", "HW": {"FW": 2212, "FPGA": 169, "DIGITAL": "\\"I-3\\"", "INTERFACE": "\\"H-2\\"", "ANALOG": "\\"G-1\\"", "SENSOR": "\\"D-1(AHRS)\\"", "BOOT": 21, "FWMINOR": 11}, "BOARDSENSGET": "AV=23,NB=5,HF=1000,TTR=2.0000,TTRB5=2.0000", "PWR": {"PLAN": 1940.43, "BURST": 1937.69, "AVG": 0.0, "PLAN1": 0.0, "BURST1": 0.0, "AVG1": 0.0, "TOTAL": 1940.43}, "MEM": {"PLAN": 2.733, "BURST": 2.733, "AVG": 0.0, "PLAN1": 0.0, "BURST1": 0.0, "AVG1": 0.0, "TOTAL": 2.733}, "PRECISION": {"AVGHORZ": -9.99, "BURSTHORZ": 2.6, "BEAM5": 1.62, "AVGBEAM": -9.99, "BURSTBEAM": 1.55}, "PLAN": {"MIAVG": 600, "AVG": 0, "DIAVG": 0, "VD": 0, "MV": 10, "SA": 32.0, "BURST": 1, "MIBURST": 1, "DIBURST": 0, "SV": 0.0, "FN": "\\"S101663A007_sea_spider.ad2cp\\"", "SO": 0, "FREQ": 1000, "NSTT": 0}, "BURST": {"NC": 28, "NB": 5, "CS": 0.5, "BD": 0.1, "CY": "\\"ENU\\"", "PL": 0.0, "SR": 1, "NS": 1, "VR": 2.5, "VP": 0.0, "DF": 3, "NPING": 8, "CH": 0, "ALTI": 0, "VR5": 2.5, "BT": 0, "DISV": 0, "ECHO": 0, "RAWALTI": 60, "ALTISTART": 0.1, "ALTIEND": 30.0, "HR": 0, "HR5": 0}, "XFBURST": {"ROWS": 4, "COLS": 4, "M11": 1.1831, "M12": 0.0, "M13": -1.1831, "M14": 0.0, "M21": 0.0, "M22": -1.1831, "M23": 0.0, "M24": 1.1831, "M31": 0.5518, "M32": 0.0, "M33": 0.5518, "M34": 0.0, "M41": 0.0, "M42": 0.5518, "M43": 0.0, "M44": 0.5518}, "USER": {"POFF": 10.2, "DECL": 0.0, "HX": -48, "HY": 48, "HZ": 0}, "INST": {"BR": 9600, "RS": 232, "LED": "\\"OFF\\"", "ORIENT": "\\"AHRS3D\\"", "CMTOUT": 300, "DMTOUT": 60, "CFMTOUT": 60}, "COMPASSCAL": {"DX": 155, "DY": 778, "DZ": -486, "M11": 31481, "M12": 1726, "M13": -1109, "M21": -1955, "M22": 32767, "M23": 379, "M31": 750, "M32": -1851, "M33": 31699}, "READAHRS": "STR=\\"OSv6_a2_V5101_0.6 Oct 3 2019, SerialNumber=60004222,type=OS3DM\\"", "RECSTAT": "SS=512,CS=32768,FC=127813877760,TC=127848677376,VS=127848677376", "BEAMCFGLIST": ["BEAM=1,THETA=25.00,PHI=0.00,FREQ=1000,BW=25,BRD=1,HWBEAM=1,ZNOM=60.00,DIA=0.0", "BEAM=2,THETA=25.00,PHI=-90.00,FREQ=1000,BW=25,BRD=1,HWBEAM=2,ZNOM=60.00,DIA=0.0", "BEAM=3,THETA=25.00,PHI=180.00,FREQ=1000,BW=25,BRD=1,HWBEAM=3,ZNOM=60.00,DIA=0.0", "BEAM=4,THETA=25.00,PHI=90.00,FREQ=1000,BW=25,BRD=1,HWBEAM=4,ZNOM=60.00,DIA=0.0", "BEAM=5,THETA=0.00,PHI=0.00,FREQ=1000,BW=25,BRD=1,HWBEAM=5,ZNOM=60.00,DIA=0.0"], "BEAMIMPLIST": ["BEAM=1,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=2,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=3,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=4,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=5,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00"], "LISTLICENSE": ["KEY=\\"C390Y1LU32C1B\\",DESC=\\"Averaging Mode\\",TYPE=1", "KEY=\\"6F2UB3HTH2C1B\\",DESC=\\"Burst Five Beams\\",TYPE=17", "KEY=\\"R0X9JSZPH2C1B\\",DESC=\\"128GB Recorder\\",TYPE=14"], "CALCOMPGET": "DX=155,DY=778,DZ=-486,M11=31481,M12=1726,M13=-1109,M21=-1955,M22=32767,M23=379,M31=750,M32=-1851,M33=31699", "CALTEMPGET": "SC=0.99906", "CALTILTGET": "PO=0.00,RO=0.00,MAGG=1,HO=0.00", "CALACCLGET": ["AX=1.000000E+00,B0X=1.791816E-02,B1X=-1.795970E-02,B2X=6.661898E-04,B3X=0.000000E+00,A1X=1.146936E-05,A2X=7.326843E-06,A3X=0.000000E+00", "AY=1.000000E+00,B0Y=9.597497E-03,B1Y=-8.430577E-03,B2Y=9.310668E-04,B3Y=0.000000E+00,A1Y=7.215003E-05,A2Y=1.361528E-06,A3Y=0.000000E+00", "AZ=1.000000E+00,B0Z=1.290458E-02,B1Z=2.959575E-02,B2Z=2.331257E-03,B3Z=0.000000E+00,A1Z=1.164268E-04,A2Z=-2.166612E-06,A3Z=0.000000E+00"], "CALGYROGET": ["AX=1.094973E+00,B0X=-2.672331E+00,B1X=-1.493178E-03,B2X=9.496510E-05,B3X=0.000000E+00,A1X=2.702698E-04,A2X=8.100271E-05,A3X=0.000000E+00", "AY=1.080807E+00,B0Y=3.432283E-01,B1Y=7.219538E-04,B2Y=1.416728E-04,B3Y=0.000000E+00,A1Y=9.466633E-04,A2Y=-4.216283E-05,A3Y=0.000000E+00", "AZ=1.085556E+00,B0Z=-9.442614E-01,B1Z=6.433576E-04,B2Z=-1.306087E-05,B3Z=0.000000E+00,A1Z=1.430541E-03,A2Z=-7.494539E-05,A3Z=0.000000E+00"], "CALPRESSGET": "MT=1,RREF=4.5264760000e+02,RB0=7.7074756250e-01,RB1=-7.5541806250e-02,RB2=4.9886362500e-04,RB3=-1.4193179690e-07,T0=-2.4234620000e+03,T1=1.8815180000e+00,T2=-5.0111803130e-04,T3=4.7281500000e-08,ID=\\"K244314\\"", "CALPRESSCOEFFGET": ["A0=6.3850020000e+00,A1=-5.6274000000e-03,A2=1.6346411250e-06,A3=-1.6029240630e-10,B0=-2.6056009380e-01,B1=3.1699690630e-04,B2=-9.0774206250e-08,B3=8.5142393750e-12", "C0=-1.2762860000e-03,C1=1.1561740000e-06,C2=-3.5109818750e-10,C3=3.5575718750e-14,D0=3.6002040630e-06,D1=-3.3359181250e-09,D2=1.0241850000e-12,D3=-1.0446648750e-16"], "CALROTACCLGET": "M11=0.99144,M12=0.00991,M13=-0.03081,M21=-0.00921,M22=0.99564,M23=0.01131,M31=0.03451,M32=-0.01242,M33=0.98426", "CALROTGYROGET": "M11=1.00000,M12=0.00803,M13=-0.02685,M21=-0.00933,M22=1.00000,M23=0.01646,M31=0.02587,M32=-0.01599,M33=1.00000", "CALECHOGET": "CHA0=0.00,CHB0=-17.69,CHC0=0.00"}
- inst_model :
- Signature1000
- inst_make :
- Nortek
- inst_type :
- ADCP
- burst_config :
- {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": true, "amp": true, "corr": true, "le": false, "altraw": false, "ast": false, "echo": false, "ahrs": true, "p_gd": false, "std": false}
- n_cells :
- 28
- n_beams :
- 4
- ambig_vel :
- 5.066
- SerialNum :
- 101663
- nominal_corr :
- 67
- cell_size :
- 0.5
- blank_dist :
- 0.1
- power_level_dB :
- 0.0
- burst_config_b5 :
- {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": true, "amp": true, "corr": true, "le": false, "altraw": false, "ast": false, "echo": false, "ahrs": true, "p_gd": false, "std": false}
- n_cells_b5 :
- 28
- coord_sys_axes_b5 :
- beam
- n_beams_b5 :
- 1
- ambig_vel_b5 :
- 5.066
- SerialNum_b5 :
- 101663
- nominal_corr_b5 :
- 65
- cell_size_b5 :
- 0.5
- blank_dist_b5 :
- 0.1
- power_level_dB_b5 :
- 0.0
- wakeup_state :
- clock
- orientation :
- AHRS
- orient_status :
- AHRS-3D
- proc_idle_less_3pct :
- 0
- proc_idle_less_6pct :
- 0
- proc_idle_less_12pct :
- 0
- rotate_vars :
- ['vel', 'accel', 'accel_b5', 'angrt', 'angrt_b5', 'mag', 'mag_b5']
- coord_sys :
- earth
- fs :
- 1
- has_imu :
- 1
- beam_angle :
- 25
"
],
"text/plain": [
" Size: 83MB\n",
@@ -840,7 +841,7 @@
" beam_angle: 25"
]
},
- "execution_count": 35,
+ "execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
@@ -860,7 +861,7 @@
},
{
"cell_type": "code",
- "execution_count": 36,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
@@ -892,7 +893,7 @@
" ... and others (see `.variables`)"
]
},
- "execution_count": 36,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
@@ -925,22 +926,22 @@
},
{
"cell_type": "code",
- "execution_count": 37,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- ""
+ ""
]
},
- "execution_count": 37,
+ "execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -955,7 +956,7 @@
},
{
"cell_type": "code",
- "execution_count": 38,
+ "execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
@@ -973,7 +974,7 @@
},
{
"cell_type": "code",
- "execution_count": 39,
+ "execution_count": 7,
"metadata": {},
"outputs": [
{
@@ -1359,11 +1360,11 @@
" coverage_content_type: coordinate\n",
" units: m\n",
" long_name: Profile Range\n",
- " description: Distance to the center of each depth bin1.2 1.7 2.2 2.7 3.2 3.7 4.2 4.7 ... 11.7 12.2 12.7 13.2 13.7 14.2 14.7
array([ 1.2, 1.7, 2.2, 2.7, 3.2, 3.7, 4.2, 4.7, 5.2, 5.7, 6.2, 6.7,\n",
+ " description: Distance to the center of each depth bin
1.2 1.7 2.2 2.7 3.2 3.7 4.2 4.7 ... 11.7 12.2 12.7 13.2 13.7 14.2 14.7
array([ 1.2, 1.7, 2.2, 2.7, 3.2, 3.7, 4.2, 4.7, 5.2, 5.7, 6.2, 6.7,\n",
" 7.2, 7.7, 8.2, 8.7, 9.2, 9.7, 10.2, 10.7, 11.2, 11.7, 12.2, 12.7,\n",
- " 13.2, 13.7, 14.2, 14.7])PandasIndex
PandasIndex(Index([ 1.2, 1.7000000000000002, 2.2,\n",
" 2.7, 3.2, 3.7,\n",
" 4.2, 4.699999999999999, 5.199999999999999,\n",
" 5.699999999999999, 6.199999999999999, 6.699999999999999,\n",
@@ -1373,7 +1374,7 @@
" 11.7, 12.2, 12.7,\n",
" 13.2, 13.7, 14.2,\n",
" 14.7],\n",
- " dtype='float64', name='range'))
- coverage_content_type :
- coordinate
- units :
- m
- long_name :
- Profile Range
- description :
- Distance to the center of each depth bin
"
+ " dtype='float64', name='range'))
- coverage_content_type :
- coordinate
- units :
- m
- long_name :
- Profile Range
- description :
- Distance to the center of each depth bin
"
],
"text/plain": [
" Size: 224B\n",
@@ -1389,7 +1390,7 @@
" description: Distance to the center of each depth bin"
]
},
- "execution_count": 39,
+ "execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
@@ -1414,7 +1415,7 @@
},
{
"cell_type": "code",
- "execution_count": 40,
+ "execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
@@ -1424,22 +1425,22 @@
},
{
"cell_type": "code",
- "execution_count": 41,
+ "execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- ""
+ ""
]
},
- "execution_count": 41,
+ "execution_count": 9,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -1468,22 +1469,22 @@
},
{
"cell_type": "code",
- "execution_count": 42,
+ "execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- ""
+ ""
]
},
- "execution_count": 42,
+ "execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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CCCHKgbJ+Bq1fv37UrFmTbdu2AfD2229To0YNZs+enads//79WblyJa+99hqNGjWie/fuDBw4kG+//Tbf/s6io6NZs2YNbdq04corryQpKYlvvvmGn3/+mV69ehU75spM0cMxonAFk5WVRVxcHB3oId1sCCGEOCev7uE7PiMzM7NEuq4I/E36a1edsPSDdmHzQyUWqyg9VbIfNCGEEKK80dDxhfgWZkm/xSlKjyRoQgghRDkQjm4yJEGrPOQZNCGEEEKIckauoAkhhBDlQDjewgx1eVF+SIImhBBClAPa6U+odYjKQRI0IYQQohzwheElgVCXF+WHPIMmhBBCCFHOyBU0IYQQohzw6f5PqHWIykESNCGEEKIckGfQRG5yi1MIIYQQopyRK2hCCCFEOaCh4EMJuQ5ROUiCJoQQQpQDmu7/hFqHqBzkFqcQQgghRDkjV9CEEEKIcsAXhlucoS4vyg9J0IQQQohyQBI0kZvc4hRCCCGEKGfkCpoQQghRDmi6gqaH+BZniMuL8kMSNCGEEKIckFucIjdJ0IQQQohywIeKL8Qnj3xhikWUPXkGTQghhBCinJEraEIIIUQ5oIfhGTRdnkGrNCRBE0IIIcoBeQZN5Ca3OIUQQgghyhm5giaEEEKUAz5dxaeH+JKAjMVZaUiCJoQQQpQDGgpaiDe2NCRDqyzkFqcQQgghRDkjV9CEEEKIckBeEhC5SYImhBBClAPheQZNbnFWFnKLUwghhBCinJEraEIIIUQ54H9JIMTB0uUWZ6UhCZoQQghRDmhhGItT3uKsPKp0gvbpnm34onOwK1Ycupt4NQqP7mVjjko7m/8kydCcZGs+snUTNVSNbA1qmlSjbI7uxYNGvBpFqs8BQLYGEYqOVfH/n8zg+u3KbB2FEKKqWfj3T1hQsas2Y1qG5iRejWLVKSvXRJzAgooHDYAcXSPBZGevx0FDs40DXhc1TSp2xYpFMZOV7SO+acnHLc+gidzkGTQhhBBCiHKmSl9BE0IIIcoLDVU6qhUGSdCEEEKIcsCnK/j0EPtBC3F5UX7ILU4hhBBCiHJGrqAJIYQQ5YAvDG9x+uQWZ6UhV9CEEEKIckDT1bB8RF7NmjUr6xCKTK6gCSGEEKLCOnr0KMnJyZw6dQr9rG5GPB4P69atY9++fWUUXfFJgiaEEEKUA3KLs2gOHTrEoEGDWLNmTVmHUiIkQRNCCCHKAY3Q38LUwhNKhTB48GC+/fZbABo1akRiYiJmc960Zt++fRw6dKi0wwuZJGhCCCFEORCeftCqzjNoP/30E6qq8s0339C+ffsCy2VlZVG3bt1SjCw8JEETQgghRIXTvHlzjh07ds7kDCA2NpYnn3yylKIKn6qTagshhBDlWGAszlA/VcWzzz7LsWPHOH78+HnL1qpVqxQiCq+qsyeFEEKIckxDCcunqujSpQtvvPEG48aNO2e5nJwcHn300VKKKnzkFqcQQgghKpzhw4ej6zqbNm3in//8JzVr1sxTxuv1smXLFrKyssogwtBIgiaEEEKUA+G4RVmVbnGmpaXx+eefo+s627ZtO2dZRal4VxYlQRNCCCHKgfD0g1Z1ErSJEyeycuVKHnvsMRo2bIjFYsmTiLlcLtavX8+CBQvKKMrikwRNCCGEEBVO69atGTRoEM8888w5y40YMYKvvvqqlKIKH0nQhBBCiHJA0xW0UDuqDXH5iub5559H1/Xz3sLctWtXKUUUPpKgCSGEEOWAFoZbnFWpo1qA6tWro+s6n376KStWrCA5OZnY2FhatmxJnz59uPjiiwGoVq1a2QZaDFU6QTviO0mSGotH9xKvRgFgUcy0s50pE69GYVe8JJ6eZ1dc2FUbq05Z6RYJDt1tLFtDtWFRzCSY/Msme7OJUU18eeg3ADy6F4tyZpNnaE7SfBpJFrsxzaN7SddcJJj80/Z6HDQ024zlkr3ZNDDH8E5WbW6378euWLEoZjy6F4B0zUWEohKvRhntZWhO4tUoHJqL45qHHF3hoC+GVZmt6BC7kwtMDmIVN/df2K5EtrMQonz75O//YVf9X3wOzf8d59BceNCM77fA74HvnNwyNCc5ukaN03WcPT+3QP35CXxX5S4baHOP100NVTO+G+HM92Fe/u+/wHfgPzb15X//8D+DdE3EiTxtrD6VSIzpFI3NMOFoa8Ze8BPZmg9UNzmai2xfVRpAqWI5cOAAvXr1YsuWLQDGYOlLlizhqaeeon///rz00kvEx8eXZZjFUqUTNCGEEKK80HQVLcS3MENdviLJyMigffv2pKSkEBERQdu2bbn44ouJj4/H6/WSkpLC6tWr6d69O2vWrMFmy/9/DMorSdCEEEKIcsCHgi/EjmZDXb4imTp1KqmpqUycOJGHH36YuLi4PGVycnIYNmwYL7/8Mo899lgZRFl8VSfVFkIIIcqxwBW0UD9VxWeffcbcuXOZPHlyvskZQEREBG+++SYfffRRKUcXuqqzJ4UQQghRaeTk5HDnnXeet1x0dDSZmZmlEFF4SYImhBBClAM+ztzmLP6neH744Qe6d+9OQkIC9evXp1mzZkyaNAmXy5Vv+c2bN3PzzTdz0UUX0aRJE8aOHcupU6eKve7FUbNmTTTt/C9wrFmzhuzs7FKIKLwkQRNCCCHKgbK6xbl48WLat2/PNddcQ0pKCikpKSxcuJB3332Xzp0743a7g8ovX76ctm3b0rlzZ/bv38+mTZtYv349nTt35uTJk+HaHOd1/fXXM3PmzALn67rOokWL6N27Nx06dCi1uMJFXhIQQgghqqicnBzuvfdeunTpwqRJk4zpV1xxBc888wyDBg1izpw53HvvvQCkpKTQv39/OnXqxCOPPAJAXFwcc+bM4eKLL2bMmDG89tprpRL72LFjad26NatWreL222+nYcOGKIrCwYMH2b17N4sWLeLw4cNEREQErVtFIQmaEEIIUQ6UxWDpW7duJT09ncsvvzzPvH/84x8AQQORT5kyhezsbIYOHRpUtlmzZlx11VXMnj2bBx54wOggtiTVq1ePlStX0q9fPx566KE8ownouk61atVYuHAhl1xySYnHE25yi1MIIYQoB3QUtBA/ehG72YiOjgZgw4YNeeYFntsKJG8ej4fFixcD0LZt2zzl27Rpg67rvP3220WKIRStW7dm27ZtvPrqq7Rt25Zq1aphtVq5+OKLGTt2LLt27eKGG24otXjCSa6gCSGEEFXUxRdfTFJSEmvXrmXOnDkMHz7cmPfpp5/SsmVLBg8eDMC6devIysoiIiKCunXr5qmrZcuWgP+h/NJks9kYNWoUo0aNKtV2S1qFuoJW1LdMhBBCiIoicIsz1A9AVlZW0CcnJyffNhVF4c0338RqtXLvvfeyYIF/SKz169ezadMmvvnmGyIiIgCM4ZTyS87gzHiX27Ztw+cr7vukJaO0nosLpwqToBX1LRMhhBCiItF0JSwfgPr16xMXF2d8pk+fXmC7HTp04JNPPsFsNjNw4ED+/e9/8+mnn/Lll19ywQUXGOWOHTsGFDzweKCzWK/XW676HTt27FiFG0UAKsgtzqK+ZSKEEEJUZSkpKcTGxhq/B66CFeSWW25hxowZ7Nu3j5dffhmbzcaVV15Jv379jDLp6ekAREVF5VuHqp655hPOO1v33HMPCxcuZOLEiYwePdqY3rVr1/NeqfN4POzcubPU+2gLhwqRoBX1LRMhhBCiovGh4gvxxlZg+djY2KAE7XxmzJhBUlIS999/P23btmXAgAH861//Ii0tjfvvvx8Aq9UK+N+OzE/uO1nVq1cv7irksWzZMhwOBytWrAhK0Gw2GytWrChUHWe/4VkRVIgErShvmQghhBAVUe5blKHUUVQzZ85kyZIlxt/YPn36YLVa6dWrFw8++CBXXHEF7dq1IyEhAaDAzmhPnDgB+P9m22y24q1APr766iu++uor+vbtGzR95MiRbNmyheeee47atWtjsVjyLOt2u1mzZg3PPfdc2OIpLRUiQSvKWyZCCCFERaShooV4Ba2oy//111+MHz+eJ598Mmj6bbfdxrPPPsuYMWOYMmUKX331Fa1atQLg0KFD+dZ15MgRIPwXTFq1amW0nVv37t25+eab6d+//zmX79q1qwyWXlKK8paJEEIIIQpnxYoV5OTkUKtWrTzz/v3vf3PBBRewceNGADp27IjVauXo0aOkpaXlKb9v3z4AbrrpppIN+jRFUXjllVfOWy4nJ4c//vijFCIKrwqRoEHh3zLJT05OTp5XjoUQQojyxKcrYfkUReC5sb///jvPPLPZTMOGDY1nz2JjY43bjGvXrs1T/qeffkJVVfr06VPUVS+Wrl27GrGdy8yZMyVBK2mBt0wefPBBXn75ZV577TWjV+NzmT59etDrxvXr1y+FaIUQQojCC2c3G4V1yy23YDKZ+Pjjj/F6vUHzMjMz2bVrFz179jSmTZo0iejoaObPnx9U9vfff2fz5s3cddddJCUlFX8jFMGBAwcKVe7JJ59kwoQJJRtMCagQz6AFFOYtk/w88cQTxqCu4O/AT5I0IYQQVV2TJk14/vnneeSRRxg6dCivvvoqcXFxpKamMnToUC688EKmTZtmlG/cuDFvvPEGQ4YM4f3332fAgAEkJyczYMAA2rVrx6xZs0os1r/++ou//vrL+N3lcrFu3boC3yoNlFm/fj3Lly8vsbhKiqKfa83KkZkzZ/Lxxx8Hvcm5dOlSevXqhaZprFu3jnbt2hWqrqysLOLi4sjY04jYGBMOzUWEYiZH92JXz7x5kupzYFfMxrRUn4MIRSVeDe4DxqN7jWU9uheH7g4qk+pzUEO1YVHMQdMSTHZjWQ8altMXNAPteXRv0DJn8+he0jUXCSb7OcvkrsOhuYw4z1U3wHaPkxaWqKCyyd5sYlQTgLGOZ9cVWLeADM2JXbFy2HeKGNXEIR+0sETR7uERzJ3xAhtdDQCY30ySZlG1fH5wk/F9kaE5ydG1oHPnfOdpqs/BN84GNLSk0c6m4tBc/OXTaGHx1xevRpHqc+DWdRJNkVgUs/G9FpGr3hzdS4RiNmIJfNdZUDmueUg0Reb5XvPoXr5xRXFNxAkj/rPnH/C6SLLYee54E8ZW9z+ftNfjoKHZ/x2Xe90tqDh0LxGKil2xYlHMxvrn91231+Ogpsn/fZzszaaBOSZo2wTi6xbpJtmbTY6u4EY1vtMAY9u2fOleNj/4Cg7djV2x4tDd5Oia8b2990QWzS8+QmZmZpG6riiswN+ke77vjdWe903EonA7PLzZfnGRY125ciUvvPACW7ZsISYmBpvNRq9evXj88ceJiYnJU/7rr79m0qRJpKamEhUVxdChQ3nggQcKdcuxuFJSUnjuued466238lztO5+OHTuyevXqEoqsZFSIK2hFectECCGEqIh8KPiKONh5fnUUR/fu3enevXuhy3ft2pWuXbsWq63iql+/Pq+++iq9evXijjvuICcnh6uvvrrA8oqiEBkZSYsWLRg7dmwpRhoeFSJBO99bJjNmzDDeMhFCCCFE5dWhQwdWr17N4MGDS31g9tJUIV4SKMpbJkIIIURFpOnheFGgrNeidPzjH//ghRdeOG+55OTkUoimZFSIBK2ob5kIIYQQFY2mq2H5VBU33HDDecscOXKEHj164HQ6SyGi8KoQtziL+paJEEIIISo/r9fLzp07yczMRNO0oHmappGWlsb333/PsGHDWLhwYRlFWTwVIkEDePjhh2nWrBkvvPACF110UdBbJosWLcr3LRMhhBCiotBQ0EJ8SSDU5SuSvXv30q1bt/P2h6brOl9++WXpBBVGFSZBg6K/ZSKEEEJUFMUZCSC/OqqK8ePHs3//fho2bEi9evXYvn17njE7N2/eTMeOHSvkeN0VKkETQgghKqtwPENWlZ5B+/7773nvvfeMwdIff/xx+vXrFzRY+6xZszh27Bi33357GUVZfFVnTwohhBCi0rBarUZyBnD33Xfz5ptvBpW59957eeWVV1i0aFFphxcySdCEEEKIckAjDGNxVqFn0OLj44PezmzcuDHHjh1j//79xjSbzYbdbmfixIllEWJIJEETQgghygH99EsCoXz0KpSgXX/99XTp0oUpU6bw2WefATBmzBhuv/12duzYgcPhYOLEiRw5coTDhw+XcbRFJ8+gCSGEEKLCmTBhAq1bt2bKlCmYTCZcLhdXX301Xbp0oWXLlkFlu3TpUkZRFp8kaEIIIUQ5ELhNGWodVUXt2rX59ddf+eCDD2jUqBEmkwmA559/nsjISGbPno2madx44428/PLLZRxt0UmCJoQQQpQD8hZn0dWsWZMHH3wwaJqiKEydOpWpU6eWUVThUegEbdiwYSUSgKIozJkzp0TqFkIIIYR4+umnGT9+fFmHUSSFTtDmzp1bIgFIgiaEEELILc6ScvToUaZPn155E7Q6deqwYMGCsDau6zoDBw4Ma51CCCFERSRDPeWva9eu+Hy+Yi3r8XjYuXMnLpcrzFGVvEInaFFRUbRv3z7sAURGRoa9TiGEEEJUDjabjRUrVoRUh6JUvMS10AmaruslEkBJ1SuEEEJUJHKLM3/33Xcf27dvZ/r06dSsWROzufDvN3o8HtauXcszzzxTghGWjEKv5RVXXFEiAZRUvYXh0X2ACbtqA8CimPHoXtbnWOhg00nXVBIsNqN8gskOgENzEaGYjfI5uteoAyBejWK9S6OdTeWqLb35+YrFxrxUn4MIRTXqsij+XWA//a9Dc+HRvVhO17/X4yDJYs8Vs3+eQ3NhV21GPXs9DhJN/jo8aNgVKwe8LmPZlzIa8lD8Af7yabRQYWOOSjubv749Xjc1VM2oK9BGC0uUsa4e3QtAA3NMnu3o0N3E5xNT7u2Re9n40y8ZrZ/1BmAnyXIcgP6HjuPQXBzXPEHtZGjOPOsT2C4ZmhMLKnbVxnJnFMe8MQyLPQLAdo+TOqYz7eeuL1vzkWiK5IDXRYwKv7qrE6O4eKpR2R2PovS8lfwDADGqyTg+Asdetm4KOh/OFjgXAucu+I/HGBWyNWhotgXNy9CcxKtRxnmVe3q6dqadeDWKVJ8jqK1Fjlr0iD4U9P0SiMGimEkw2ekfc5z1p+/eOHQvF5r852tgvWqoNg77ThnL5l6vwPl9XPOQaDIbyySY7Gz3OKmhes+ct6djX3XKSn3zCeqYoFukmVSfZqxjbhbFzEFfDEkWnXuqbQX83yeJpjPfnYFljH3gcxjbKvc2Dqxr4Hss1Rf8vRiIMRBHqs9BDdXGJZZ0IIbqqsX4zs5db2A7bnvodTI0d9A+iFBU0jUXCSY7tU3RlAZJ0PLXrVs3brnlFvr27Vus5bt06cKqVavCHFXJK/T7uKGOY7V79+4SqVcIIYSoDEIe5ikMCV559Z///Cek5Tdu3BieQEpRqXSYomkabdu2LY2mhBBCCFHJqGrB6Yqu62zatIlly5YZ0/bs2VMhh3fKLeSOarOzs/niiy9ITk7m1KlTeZ4p83g8/PTTT5w4cSLUpoQQQohKS25xFt0333zDiBEj2L9/PzVq1ODo0aMAxMTEMH78eBwOB6+//jrVq1cv40iLLqQEbcOGDfzzn/8kPT3dmHZ2gqYoCrquV8g3KIQQQojSohN6NxlV6bW7H3/8kZtvvhm3251nXmJiInPmzGHYsGG0bt2aDRs2ULt27TKIsvhCStBGjRpFWloa9erV49Zbb6VmzZp5LkPqus769ev59ttvQwpUCCGEECJgwoQJREdH8/TTT9OyZUvuv//+PGUefPBB5s6dy7hx4ypcp/ghJWi7d+/GbDazYcMG6tSpU2A5r9dLrVq1QmlKCCGEqNTkFmfRbNy4kS+//NJ4xt1iseQpE8g9li9fXqqxhUNICdrll1/OwYMHz5mcAZjNZhYvXnzOMkIIIURVJgla0dSpU+e8LyBu3rwZAIfDcc5y5VFIb3E+88wzHDlyhIMHD5637A8//BBKU0IIIYQQhvr165/zTU2Xy8XEiRNRFIVLL720FCMLj5AStA4dOvDhhx8yevToc5ZLT0/nueeeC6UpIYQQolKTftCK5uGHH6ZXr175XiTau3cvN9xwA7/++ivgfxatogm5m406depw7NgxrrrqKmJi8vYy7/P52LdvHzk5OaE2JYQQQlRacouzaG6++WY2b95M06ZNufLKKzl8+DB33nkne/bs4bfffkPTNAAeeOABBgwYUMbRFl1ICdq8efO466670DTtvGNqSjcbQgghhAinCRMmcN111/HCCy/g9Xr56KOPAP8LA+3atePhhx/mtttuK9sgiymkBG3SpEn4fD6uvfZaRo0aRZ06dfJ0s6FpGmvWrKmQA5UKIYQQpUXXFfQQr4CFunxFs3//fjp27EjHjh3RNI3jx4/j9XqpUaNGvm91ViQhJWgZGRlERkby9ddfExUVVWC5jh078tZbb4XSlBBCCFGpaSghd1Qb6vIVSa9evfj000955JFHeP7551FVlZo1a5Z1WGET0ksCd9xxB9WrVz9nchawd+/eUJoSQgghKjV5SaBovvnmG4AKOYxTYYSUoL3wwgvExcXx008/nbds3759Q2lKCCGEEMIwYsQI4uLieOyxx85bdvjw4aUQUXiFlKBVr16ddevW8cEHH+B0OvMto2kaGzZs4Ouvvw6lKSGEEKJSCzyDFuqnqnj22WcZM2YMkydPxuPxFFhuy5YtzJ8/vxQjC4+QnkGLj48nKysLgNdeey0sAQkhhBBVkXSzUTQ33HADXq+XlJQU3nvvPRo1apSnjNPpZOvWrUaXGxVJSAnaww8/zOTJkwtVVrrZEEIIIUS4xMfH8/HHHxvdfCUnJxdYtiLmICEnaPPmzWPFihU0atQIq9Wap4zX62Xt2rV069YtlKaEEEKISk262Sia0aNH8+mnn/Lf//6XRo0aYTbnTWk0TePbb79l2rRpZRBhaEJK0GJiYnjiiScKTM7AP1B6p06dGDhwYChNCSGEEJWaHoZbnFUpQbvqqqu47bbbuPvuu89ZrqJ29aXo5xsCoBLKysoiLi6O/bsSsdohQlGJV/1dhWRoTuLVKPZ6HCRZ7ACk+hzUUG3k6F7sqg0Aj+4lR/cSofhzXItyJtcN1FEQh+YiQjEby6T6HCSY7IWKPUNzYkE14tjkdtP6dHLs0b1Bsax3aVxmdQfFnDvO/OqOV6OM+By6G7tizbN+udvJvUygnbPbCmzLs+O79rGRfDp9JhGKSufpj7L5ydeD4vHoXhy6mxxdM7ZPhubkzROtGFt933nX52xnx5h7vwb2x9kxOjQXxzUPDcwxQesV+Pc7l0IHm27EesgHn2f74wNYkF2dy21/U0PVgvbxXo+DhmYbe7xuUrzVuC4iC4fuJcFkN+o++7jIvb4e3cv6HAuXWU8ax9rFPw5g2VWzydKtNDJ7ydZ85Jz+so5R/cf5amciNtXDrVH+l3q2e5y0sESxye2mrslNtgZHfVG0s6ksdsSx8ngrRid+SVOz/zjI0b0c9nmJOf16USC+7R4nNVSNGqotzz7JfT7MzqxL3xh/lzt2xYpDdxs/H/adIkdXSLLY2e5xGm2eXZ9H9/KNK4pukW5jmyR7s419lHu9zpb7vD67zsB+PeB1GdsrEKNdsZKuuYz1zV0+d4wZmhO7YmVjjhp07gX2ZarPAZz5zjn7GM7Q/Pslzadx1BdFLZOTJIs9aBuebx3O3hZw5tgP1BMoE2jv7O+rwPEJcMDryvNdGDj303waiSbz6XXK+12YX3y548+9/osdcdwWnR70PRsok665sOeqN/f8833fni2wL/Lb9vMzL2FUtX04dDfZms/YjlnZPuKb/klmZiaxsbGFbquwAn+T/vHxI5iiI0Kqy3cyh829XiyxWMuTmTNn8vzzzzNjxgwGDx5c1uGEXaHf4mzTpk2JBFBS9QohhBAViQ7oeoifsl6JUjR16lTS0tLYuHFjWYdSIgqdoKWnp5dIACVVrxBCCFGRBEYSCPVTVXTs2BG73c5TTz113rJz5swphYjCq9AJWkm9AVER36wQQgghRNmaN28e7dq1Y8OGDecsd/z4cR588MFSiip8Cv0AT1ZWFu+99x7hfmQtOzs7rPUJIYQQFZG8xVk0L730Em3atOHxxx/nvffe45JLLslTxul0snz5clwuVxlEGJpCJ2hHjx5lyJAhYW1c13W5giaEEELg72RWkY5qC23VqlX873//Q9d1tm/ffs6yFTHXKHSCNmnSpJKMQwghhKjSAg/6h1pHVTF69Gh69erFnXfeec5+0NatW8f3339fBhGGRhI0IYQQQlQ4t99+O9dddx0LFiw4Zzmv10vNmjVLKarwCamjWiGEEEKEhzyDVjSKohRqHHCz2cxXX31VChGFlyRoQgghRDkgCVrRXXrppQBs2bKFFStWkJycTGxsLC1btuS2224jLi4OgKuvvroswywWSdCEEEIIUSFlZGQwdOhQli9fnmfeyJEjGTNmDOPHjy9wOMryTBI0IYQQohyQtziL5tSpU3Ts2JGtW7cCcNFFF3HxxRcTHx+P1+slJSWFGTNm8Ouvv/LZZ59VuDc5JUETQgghygF5i7NoZsyYwdatWxk0aBCPP/44zZs3z1MmLS2Nfv368dZbb3HPPfeUQZTFV+iRBIQQQgghyouPPvqImTNnMnfu3HyTM4CaNWuycOFC3n333VKOLnRyBU0IIYQoB/xX0EJ9SSBMwVQAGRkZ/Pvf/z5vuZo1a5KRkVHyAYVZWBK07OxsvvrqK1JTU7nvvvsA2LhxI5qm0aZNm3A0IYQQQlRq8hZn0dSuXRtVPf+NwK1bt5KWllYKEYVXyLc458+fT/369enTpw9Tpkwxprdq1Yovv/ySa6+9lj/++CPUZoQQQgghDJdffjnvv//+Octs3LiR2267rUJeLArpCtrnn3/O0KFD8x1A3WazMWnSJJxOJ1dffTX/+9//aNKkSSjNCSGEEJWWfvoTah2h8nq9fPTRR3z++eeYzWbq1avHPffcw0UXXWSU2bx5MxMmTGDHjh2YTCZ69uzJ5MmTiYyMDEMEhfPYY4/Rtm1bvv32W26//XYaNmyIoigcPHiQ3bt38+GHH7Jx40ZUVeW9994rtbjCJaQE7emnn6ZBgwY8//zztGzZkh49euQpM3jwYJ5//nnGjRvHokWLQmlOCCGEqLTKwy3OzZs3M2DAAJo3b86sWbO48MIL85RZvnw5vXv3Ztq0aaxYsYLMzExuvvlmOnfuzNdff010dHRIMRTWJZdcwocffsjAgQOZN29envm6rmM2m3njjTdo165dqcQUTiHd4vz9999ZuXIlvXr1olmzZvneC46NjQVg9erVoTQlhBBCVG56mD7F9Nlnn9GuXTv69u3LkiVL8k3OUlJS6N+/P506deKRRx4BIC4ujjlz5rBhwwbGjBlT/ACK4aabbmLHjh08+uij1KlTB13X0XUdu91O37592bJlC0OHDi3VmMIlpAStQYMGXHzxxecss27dOgA8Hk8oTZWIamokCSY7AKk+Bw7NRbwaBUCSxU6yNxuABJMdi2LGrtqMsoHfLYrZmObRvQDEq1E4NBce3ctLGQ3ztGtXbWzMObPpAzEAJH0/2KgPoMmiEUa9Ht1LvBplxAHQ2mplr8df1qKYjXgcmot2NhW7aiPZm82Nu27GobsByNCcAMb6BdoKrHtgvZ47dm1QnR7dS4bmJF1zGdPsitW/7mhBdQV4dC9JFntQfIF6fpoxmwSTnTSfxuYnXzf2QYBFMROvRpFgshsx2xUrY6vvw5ErhrNNOHopDs0VtE8C6xWIKfd2D6yvR/diUcw4dDeb3G48uhe7aiPRFMkmtzuojZzTdXSw6UasE1I70MISxdjq+8jQnHh0L/1jjvN5disiFBWP7jViCmyTpmYr3SLd2FUbCSa7cWzt9TiM9fboXmNfLciubsTp0i2k+TRjndZcM5uGZhuxihu7YqWBOYYki50ki50aqs3Yvx1tx1nsiOOljIa0sETh0b20tlqpodpYd6oxV0doODQXve2ZTKmzkhjFB8AiRy1jP6drKjVUGxmak1Sfg2O+aH51Vze2Y8B3LoXf3NHGfv39ZF3sipVszWfs33g1CotipoE5hghFZ7vHSQ1VY6tH8++P0+dS7uOiW6Tb+DnV56CBOcY4rjI0Jy0sUTx3PO8jFQ3NtqDzCQg65g77ThGj+o8Nu2LFobuNbRzYHw7NZez/wDEdOD792+bMuReoP7CsW9dJMNmNfRHY17njiVejSLLYqWZyGcdJoDxgTAPY6zlzjAfOhxxd4TuXwl6PwzgfD/v8ZeyKFY/uNbZXYPvn3sapPgdJFruxbkkWu7FtE0x21udYjJhiVP/5k/u7EM58x5x9PueO36N7Oew7ZcTY256JQ3cHfb/t9fjPhwST3WgnMD/Zm02qzxG0bQDWu7SgGAIeP3IZAEsdzYx4cn9PWFB5KP4AFsVMtuYjRjXh0b3s9Tg4oZ2isvv+++/p27cvw4cPZ9KkSQWWmzJlCtnZ2XmSnmbNmnHVVVcxe/Zsdu7cWdLhBqlVqxYzZswgJSWFrKwsDh8+TEZGBh9++CEtWrQo1VjCKaQErUmTJuzevbvA+cePH2fChAkoikLr1q1DaUoIIYSo3E7f4gzlQzFucR45coTbb7+dxMREZs6cWWA5j8fD4sWLAWjbtm2e+W3atEHXdd5+++0ixxAudru90G93lnchPYP2xBNP0LNnT+bOncuVV14ZNG/16tU88MAD/PnnnyiKwuOPPx5SoEIIIURlVlYjCTz++ONkZGQwbdo0bDZbgeXWrVtHVlYWERER1K1bN8/8li1bArBmzZqiB3Eec+bMISMjg+PHj3P8+HGcTieDBg2iS5cu+ZZPT09nypQpPPHEEyQmJoY9ntIQUoJ27bXXMnr0aK677jpq165Neno61157Lfv27eP48ePouo6qqjz//PN069YtXDELIYQQ4hyysrKCfo+IiCAiIiJPub///pt58+YRERFBUlISI0aMYNeuXfz55580a9aMcePG0alTJwC2bNkCkG9yBlCtWjUAtm3bhs/nw2QyhW19qlevzsiRI1EUhUcffZTp06cTHx9fYPkaNWrw7LPPcv/99zNp0qR8n6cr70K+BjhkyBB+/fVXbrnlFho0aMC2bdvIzs6mQYMGDBw4kP/97388/PDD4YhVCCGEqLRCvb2Z+y3Q+vXrExcXZ3ymT5+eb5sff/wxuq5jtVrZsGEDzzzzDN9//z1vvvkmv/zyC127duWDDz4A4NixY8CZROxscXFxgL+bjszMzLBum65du2K321m2bNl5k7OAqKgoXn31VcaPH4+maWGNpzSEZSSB5s2b89///jccVQkhhBBVUzGfIctTB/63LQO9KAD5Xj0D/8sBAMOGDePJJ580pt90003MnDmTu+++m3vuuYeuXbuSnp4O+BOf/OR+7svlcuVbprgWLVrEyJEji3w3Lioqin/+858sW7aM2267LawxlbSQrqA9/fTThS57+PBhXn/9dV5++eVzvlgghBBCiNDExsYGfQpK0P7++28g/9uW/fv3Jy4ujpMnT7Jo0SKsVitAvp3TA7hzve1evXr1UFchyMKFC3nggQeKtWyPHj2YP39+WOMpDSElaLl75k1LS+PEiRP5lvvll19o3rw5H374IWazmZEjR5Z6XylCCCFEeRZ4SSDUT1EEnlXLfbUtIDIyko4dOwKwc+dOEhISADh58mS+dQVygOjo6HO+bFAc6enp1KlTp1jLWq1W4+pfRRJSgpaens5tt91GZGQktWvXpkaNGlx44YVMnTo1KJMeN24cDoeDN954g1GjRrF69Wp2795tdHInhBBCVHll0FHtBRdcAOR9qSCgXr16AGiaRqtWrQA4dOhQvmWPHDkC+MfIDLdQE6w9e/aEKZLSE1KCdvz4cZYvX05OTo7Re29KSgqTJk2iffv2OJ3+jgJ//vlnABo1agSAyWRi+vTpvPTSS/zvf/8LcRWEEEIIURyBLrK2b9+e7/zAlbCmTZvSsWNHrFYrR48eJS0tLU/Zffv2Af7n18LN7XYXeOXufI4cOYLX6z1/wXIm5Lc4Y2NjmTBhAlu3biUzM5MTJ04YDx0+++yzAGRn+3tBz30PvEWLFlSrVk1eLhBCCCEI71uchdWvXz8Avv7663yTmP3796OqKrfddhuxsbH07dsXgLVr1+Yp+9NPP6GqKn369CnG2p/b5Zdfzvvvv1+sZefOnUv9+vXDHFHJCzlBW716NVOmTOHSSy8lJiaG2NhYrr/+ej799FM+++wzdF1H07R8e/WtUaNGvjtZCCGEqJJKeRzONm3acPvtt3Po0KE8CdDRo0dZtWoV99xzDw0bNgRg0qRJREdH53no/vfff2fz5s3cddddJCUlFT2Q8+jZsydPPfUUKSkpRVpu//79vPDCC9x4441hj6mkhZSg1alTp8AhnOLj4zl58qTxtkd+b5Dk5OQY96yLyuv1smDBAu68804GDhzIE088wf79+4tVlxBCCFHWyuIKGsC7777LpZdeyoMPPmiMn338+HEGDRrEFVdcwaxZs4yyjRs35o033mDFihVGQpecnMyAAQNo165dUNlwGjhwIBEREXTu3Nm4S3c+v/76K926dSMzM5MhQ4aUSFwlKaR+0OLi4vjxxx/zjMmlaRpPPvkkjRs3Ni6Znv2GiMvl4tChQwX2p3IumzdvZsCAATRv3pxZs2ZVyB6ChRBCiPIgLi6OdevW8eSTT9KnTx8iIiKoVq0affr0YfTo0Ub3GgH9+/enVq1aTJo0iYkTJxIVFcXQoUN54IEH8pQNF6vVyuLFi7nuuuvo1KkTHTt25NZbb6V9+/bUrl2bmjVr4na7OXr0KL/88gtLly5l8eLF+Hw+xo0bR7NmzUokrpIUUoI2cOBAbrjhBgYMGMCll14KwF9//cUnn3yC1+vFZrPx3XffAWd6GA74/PPP8fl8RR5p/rPPPqNfv348/vjjTJo0KZTwhRBCiPKjmLcp89RRDIFnwgv7XHjXrl3p2rVr8RorptatW/Phhx8yePBg1qxZc94xP3Vd5+6772bq1KmlFGF4hZSgjRkzhrVr1/Lmm2+iKP7Lqrqu07RpUzZu3Mj48eONXn8bNGhAnz59ePTRRzGZTIwZMwZFUejdu3eh2/v+++/p27cvd911lyRnQgghKhnl9CfUOiqv2267jd9++427776bb775psBytWrVYtq0aQwbNqwUowuvkBI0k8nE559/zrx581ixYgVut5trr72WUaNGERcXx+zZs+nYsSP79u1jzJgx7Nmzh379+rFz5050Xefiiy9m1KhRhWrryJEj3H777SQmJjJz5sxQwhZCCCFEBdWwYUO+/vprfv/9d5YvX85vv/3G8ePHiYyM5MILL6R9+/bceuutJXa7tbSEPBanqqoMHTqUoUOH5js/8EouwKWXXsqWLVuYM2cO+/fv5+GHHy5w+ImzPf7442RkZDBt2rSw91AshBBClLkyvMVZEV166aXG41WVUVgGSy+MOXPmMHz4cCwWCyNHjizSsn///Tfz5s0jIiKCpKQkRowYwa5du/jzzz9p1qwZ48aNo1OnTgUun5OTQ05OjvF7QT0mCyGEEGVGEjSRS8j9oBVGeno6Dz30ULGX//jjj9F1HavVyoYNG3jmmWf4/vvvefPNN/nll1/o2rUrH3zwQYHLT58+nbi4OONTETusE0IIIUTVEfIVtB9++IEPPviA5ORkTp06lWeUe4/Hw65duzh16lSx2wj0eTJs2DCefPJJY/pNN93EzJkzufvuu7nnnnvo2rWrMa5Ybk888UTQuJ9ZWVmSpAkhhChfdMX/CbUOUSko+tkZVRG8/vrr3H///QB5ErM8DSkKPp+vWO1cddVV/PLLL8yYMYMxY8YEzTt16hSJiYlkZmby6quvct999523vqysLOLi4sjY04jYGFOe+d+5FJpbskkw2QFwaC4iFDPpmgu3rtPAHFPkdViQXZ0+9qNYlDM5cYbmNH6OV/39wXl0LxbFTKrPYbSfu3ygXO6yAXs9DhJNZuyqDY/uZWOOSjtb3oukgXpyL5+hOflfTjW6Rbrx6P6+6wLzUn0O7Iq/3txtO3R3UDyB6UCeefm1mdtVW3qzvNW7JJjsbPc4aWE5sz3SNRcJJruxrENzGbHkrs+je8nRvUFx5i5T0PztHic1VC1ofwMF1hNoP0NzkqNrQfsp1efgoM9K69MPp6b6HPTZOYC1ly416v7Lpxnrl6E5sStWHLo7qK4MzUmaTyPJEnwMBI6L/LZjYJ/XN5/EqijGtoxRfDQwxxhxv5NVm2GxR4LiT/U5SNdUhvw+mJ+vWMyqU1a6RboBSPZmG8d8IN4DXhdZupVWFpX009srQlGJV6PY63GQZLEbdQR+3+R2E6v46wwcp7mP6VSfgz88UbSzqWRoTiyoefZBoK7cMX3nUuhg0ws8JgPOPn8C+8Ou2nBoLhy6N6j93MdrQcdt7n1ydpw1TWpQe3s9DtyotLBEBR3jgX1nUczGei3Irk7/mON4dC97vG6jbO5jL3fdDs2FBw274j/uzo61oHOmoO+U9S6NS6wuY/rZ525B28NhHAvmoPm523/8yGUMr74+6NjOHcdiRxxdog4Tr0YFLbfqlJXONieLHLW4PvIvEk2RWBQzix1x9LZnnje+3Pspd725Yxx64Bb61PoZm+rhMusRGphjeCerNr2UQ8Q3/ZPMzMw8fXqGQ+BvUr1Xp6BGhvaMtXbKxd/3TyqxWEXpCekK2jPPPANAp06dGDx4MImJiZjNeav85ZdfeOyxx4rdTuCZsfwOtsjISDp27MjSpUvZuXNnsdsQQgghhCgvQkrQXC4XcXFxfPnll/mOtRnQvn17XnrppWK3c8EFF7Bnz54CH+6vV68e4B/BQAghhKiQ5CUBkUtILwn069cPi8VyzuQsYPfu3cVu58orrwRg+/bt+c4PdLvRtGnTYrchhBBClKnAM2ihfkQeTz/9dFmHUGQhJWjPPfccDRo0YMWKFectW9Cg6oXRr18/AL7++mtjbM/c9u/fj6qq3HbbbcVuQwghhChLih6ejwh29OhRpk+fXtZhFFlItzjT09N55513GDduHHXq1KFGjRp5yni9XtavX8+ePXuK3U6bNm24/fbb+fTTT3n//feDRqU/evQoq1at4p577qFhw4bFbkMIIYQQ5U/Xrl2L/ZKhx+Nh586duFyu8xcuZ0JK0K655hqOHj0KwMqVK8MSUEHeffdd9u7dy4MPPkjjxo25/vrrOX78OIMGDeKKK65g1qxZJdq+EEIIUaLkGbR82Wy2Qt2pO5fAeOEVSciDpY8ePRqr1UqNGjWwWCx5NoLL5eLYsWPn7YbjfOLi4li3bh1PPvkkffr0ISIigmrVqtGnTx8jBiGEEKLCkn7Q8nXfffexfft2pk+fTs2aNfPtLaIgHo+HtWvXGr1OFMVTTz1V5GUKa+LEiectE1KCdu+99zJnzhx+/vlnoqLy73sIYO/evbRs2TKUpgCoVq0a//3vf/nvf/8bcl1CCCGEKP+6devGLbfcEjS2d1F06dKFVatWFXm5yZMnoyhKyBeYzqYoSsknaJGRkUycOPGcV69cLhdJSUk8/vjjoTQlhBBCVG5yi7NA//nPf4q1nMvlwmazsXHjxiIvW6tWLZ577rlitVsQXdd54oknClU25KGezpfRfvPNN6xcuZJXXnkl1KaEEEKIyksStAIVpjuv/OTOQYpaR2xsLIMHDy5Wu+cybdq0QpULOUEDyM7OJjMzM09HsZqmUatWLRYuXIiqqpKkCSGEECKsKmsOElKCduTIEXr16sWPP/54znK6rvPee+9VuI0jhBBClBq5glYkJZ2D1KxZM5TwQq43pARt3LhxrF+/HqvVSq1atUhLS6N27dpBZQ4fPkzz5s0ZNmxYKE0JIYQQlZu8xVkkJZ2DnC/xK67C1htSgvbVV18xdepUHnvsMSwWCw888AAPPfQQTZo0McqMHz+eOnXqMGrUqFCaEkIIIYQwlKcc5MCBA6SmphIbG0vz5s2L/cxcbiHV4PV6efLJJ7FYLADcddddvPXWW0FlRo8ezWOPPcaaNWtCaUoIIYSo1GSop6IpDznIZ599RrNmzWjcuDHt2rWjZcuW1KpVixdffDHkukNK0GrVqhU0NuZll13Gjh07jNEFwN93WbVq1Xj00UdDaUoIIYSo3PQwfaqIss5BVqxYQc+ePbFYLNx2220MGDCAO+64gzp16jBmzBheeumlkOoPKUFr1aoVffv2Zd68eWzatAmABx54gH79+nHixAkA5syZw6FDh9i7d29IgQohhBBCBJR0DpKenn7O+c8++yzLly/n999/55NPPmHevHksXryYrVu38tVXXxW777aAkJ5Bmzx5Mq1bt2bp0qVYLBZOnjzJDTfcwPz580lMTCQ6OpqMjAzAP26nEEIIIUQ4lHQOcu211/Lqq69yww035Dv/6NGjXHfddfnOa9euXdDVveIIKUFr3LgxGzduZPbs2TRp0gSTyQTA22+/jaIofPDBB+i6Tps2bfLcFxZCCCHEGQqhP0NWdd7hLFoO8uabbxa5/i+++IJBgwaxYsUKZsyYQURERND89u3bc+2113L33XeTlJREdHQ0LpeLffv28e6779K2bduQ1k/Rwz3IVC7Z2dkAxMTEsG/fvqA3K8pSVlYWcXFxZOxphC86h3g1igzNSbzqH0/Uo3uxKAXnrts9TqxoJFnsxrRUn4MEkz2onvycXbdDc2FXbWRoTuyKFYfuNpbf63HQ85UxbH3kdbZ7nLSw+KcH2vDoXt7LrsvAmIP+uk4vm7sNj+7P4C2KOU/bgZgDP6drKjVUzZgWcPY6OTQXAHbVZkxb79JoZ1PztG1RzMY6JnuzaWCOybM90jWX0ebZMWZoTtJ8GjVNKvFqFA7NxWGflySLvcB9dvOem1jR9Auj3YL2Q2C75Ld/zo7do3vJ0b0F1pehObGgGvsyv2Nqj9dNHRPEq1FB+zPgnazadInaRwNzTFAdOfqZfZL7970eBw3NNhy6G8Boa71Lo5rJlecYXe6MoltkFhbFzEsZDXko/gAe3cv6HAsdbGe+BhY74uhtz2Svx8FGVwM6RyUToaj85o6mkTkLq6Lg1nVydIWGZv/2eO1EE7rbfyfRZMau2oz91HfrcFZePodsDWMfBo61s9c/Q3Oy2pnIJRGHaWq2GsdF7uM0YK/HQZLFbvybe93y279n13H2cRYov9Wj0cysEaGY8/0OcGguPGjscNuoZvKfBy0sUXznUoxtmOpzEKGoxrmYrrmoodqM+gIxB2I4+zgJxF3Q95BH9wZ9T+Q+zh2ai+OahxxdYd2pxgyLPYJH97IxR+XqCM2o71znRuBcDqxrvBqV59x1aK4Ct1Eg7k1uN60sap4y2z1OY7ttcrtpfXqowLPXC4KP98A+PDv2s/d14LvUopiDvpdzn0e54wyci7nryX0+A2Rl+4hv+ieZmZnExsbmu91CEfibdOGzz6Da8t8vhaW5XPz1+JMlFmtFkjsHKS5N03jqqadYunQp8+fPp1WrVsa8EydO0LlzZ7Zs2YKinEmNdV2nRYsWfPPNN9SqVavYbYdlJIGCBDaKx+OhZcuWnDp1qiSbE0IIIYQAghOzG264ga+++qrIdaiqyuTJk+nWrRt33nknw4cP55FHHgH8LyBs3LiRhQsX8tVXX3HkyBFq1KhB586dGTBgwDnHKS+MEk3QAlauXInb7S6NpoQQQoiKSUYSKBZd10lPT+fUqVOcfVPQ4/Gwdu1avv3225DaaNOmDRs3buTBBx+kc+fOvPfee9SpUweTyUT//v3p379/SPXnp8QTtLS0NMaMGVPSzQghhBAVmyRoReJwOPj3v//NokWLOHnyZIm3Fx0dzZw5c1iyZAnt27dn+vTp9OrVq8TaK3KCtnv3bhYvXkxaWhotW7ZkwIABeR6cC9i5cye33XYb+/btC7o/K4QQQggRiqFDh7JkyRJ0XSciIoKaNWtiNudNa44dOxbWR6zuuOMO2rRpw9ChQ/n888959dVXsdvt51+wiIqUoL355ps88MADQa+OTp8+nZUrV9K0adOgsm+//Tb//ve/cTr9D4TKUE9CCCFEwcIxEkBVGklg1apVALz77rsMGDDAeIvzbCkpKTRr1iysbdepU4cvv/ySWbNmcfXVVzNnzhyuvfbasLZR6I5qN2/ezKhRo/B4POi6bnz+/PNP+vbta5TLzMykT58+jBgxAqfTSWJiIl988UWRR5EXQgghqhQZSaBI6tWrR926dRk8eHCByRlA/fr1izVYeoDH42HHjh1s2rQpz5W4hx9+mI8++oj77ruPiRMn4vP5it3O2QqdoL3yyitomkbnzp35/PPP2blzJ8uWLaN169Zs3bqV1atX8+OPP3L55ZfzySefoOs6PXv2ZNu2bdx4441hC1gIIYQQYtKkSaSnpxt36s7ln//8Z7HamD59OrVq1aJly5ZcffXV1KxZkylTpgSVadmyJRs2bMDhcNCuXTv++OOPYrV1tkLf4ty4cSO33347n3zyiTGtWbNmdOnShXbt2vHQQw+xd+9evF4vsbGxvPzyywwaNCgsQQohhBCVnrwkUCT9+vXjzz//5JlnnuGZZ54psJyu6/zrX/8iLS2tSPWPHz+e5557jquvvpqGDRsCsHfvXp566ikuuOCCoEe3rFYrL774IqtXr6Z79+489thjDB8+vFjrFVDoBO3w4cMsWrQoz3SbzcbkyZPp0aMH4O9Zd968eTRo0CCkwIQQQoiqRJ5BK5qnnnoKgK+++ors7Gxq1qyZp4zX62XDhg3GkE9F8d5777FhwwZat24dNP2bb77h0UcfzffZ+i5duvDTTz8xYsQIli9fztKlS4vcbkChE7RTp07RvHnzfOd17NgRs9nM9OnTeeSRR/J9Y7NPnz75JnhCCCGEAHTF/wm1jirim2++4YcffkDXdWOw9LMpioKu68XqSULTNC6//PI809u0aXPObj2qV6/O4sWLeffdd4vcZm6FTtDcbjderzffB/HsdjsNGjTg0UcfzXfZnJwc420LIYQQQohQTZo0iS5dunDnnXfSsGFDLBZLnkTM5XKxYcMG1q5dW+T6L7vsMrp3787gwYNJTEzE6/WSkpLCO++8w9VXX33e5YcOHVrkNnMrdIKm6zovvvgitWvXznf+qVOneOutt/L04ut0Olm5cmWpdCInhBBCVFjyDFqRdOrUiZ49e7JgwYJzlvP5fAXmLufyn//8h+uuu46BAwca03Rdp169eixcuLDI9RVVkfpBGz9+/Dnnjxw5Mt/pxb28KIQQQlQV8gxa0T333HP4fL5zdrNhMpn4/vvvi1x3kyZN2LFjB6+//jobN24EoG3btowYMYJq1aoVN+RCK1KCZjabqVWrVr499RbE6XRy7NixIgcmhBBCCFGQf/zjH2zevLlQZb/99luGDRuGx+PhpptuYuzYscTGxp53uerVq/Pkk0+GGmqxFDrTuvzyy1m3bh3R0dFFbuSbb77hhhtuKPJyQgghRJUhtziLJDs7m7S0NL7++msOHjyI2Wzmsssuo0OHDkF37f7zn//w6KOPMnXqVP7973+zYMEC2rRpw1dffUW9evUKrP+DDz7gX//6V9jjLmy9hU7QevToUazkDKBz584kJiYWa1khhBCiSgjDLc6qlKAlJydTt27doOEnwX9rcu7cucbQS2+99RYAw4cPJyoqirvvvpvMzEy6d+/Oli1bCrw9Onny5BJJ0Apbb6FHEghlmASAJUuWhLS8EEIIIUSAx+PB4/GgKApXXHEFt912Gz169EDXdbp27cq2bdsA2L9/PwAXXHCBsezdd9/N9u3bmTNnToH1n/3SY7gUtt5CJ2j169cvdjBAoV5JFUIIIaosGYuzyG688UZ2797NL7/8wieffMKSJUvYs2cPjz/+OFOnTgX8XW0AqOqZlCcuLo46derw4YcfFlh3Sb3cWNh6i/SSgBBCCCFKiDyDViQREREsWbKEyMjIPPOeeOIJLrnkEuNqVX63MSMjI/n9998LrP/AgQM0atQofAGfdvDgwUKVkwRNCCGEEBXOBRdckG9yBpCSkgL4RwMAiIqKylMmIyODrKysAuv3er0cOHAg9EDPUtgraIW+xVlZ2RUr610adsVqTLMoZjy6F49+5sHDwM8e3UsLSxRJFrsxb7vHSYLJ/3u8mvcg8OheHJrL+D3ws0f3YldtODSX0X68GkWG5gSgpkll08Ov8J1LoY4JFjvijDKb3G4siplhsUewKGbSNZfRdiD+DM2JRTEbvwf+DQjEHPi5hSUqaBrASxkNsStWY7lUnwO7ajPiDqzHJVYX610aDt1tbLv00/O/cNZmuTOKBuYYUn0OMjSnUZ9FMZNgspPqc5Dqc5BzOm6P7qXRknuIV/3b2nL6ULWrNpIsdjI0p7G+gfUMWNH0C2PbDk2+3ogn97oHtktgnQLrYVHMODSXMS+wng7djV215bs/PbqXeDXKmB+vRhnTAtvQophpYYkiXo1i1SkrTc1WY509updUn4NhsUdoYI5hr8fBDveZuv7wRBll4tUo7KdjO+qLIl1zYUE12vrOpdDOptLCEkVNkxq0326NOrOdHoo/YGyHDjad7R6nsS6z/uiCQ3ORZLFjVXwkmPzbv4NNp4E5hgSTneqqhSSLHYfu5oDXxUPxB0iy2LGrNmPbd1v6KJtbf4Rb19nlqcU/vngQgGwNWlj88W73OEn2Zhv7s7c9kxaWKOO4cGguapyu06G5jDgDx0DgX4tyZt8GjgeH7jam1Ti9b84+XgLnWuAcilXcRCj5/3+r/zjwYlesxjZuYYni4cOt6WDTjWMisL0Cx1OCyR50fCZZ7EHnY7waRbI3G4ADXn8dC7KrB8UYOEYDseb+ngkcd8nebOyqjURTJA3NNm637zfKXx2hGfs3sH8yNCd7PQ5j2UAM7WwqGZrTf56f/l5qYI4xlg+06dDdZGj+/Xd2fHs9DlpZ1KC6A9u6hSWKpmZ/va2tZ7534cz3p0NzsdfjwK5YiVCC/0w5Tn9HBGLPfS4ne7OJV6OM3xNMdp473oR4Nfi7bb1LM871wLG41aMZy6X5NOyqjXey/J2bntBOURoC/aCF+qkqmjdvziOPPEJOTk7Q9G+//ZZbbrmFli1bGvOqV68eVCYlJYX09PR8x+8M0DStRD4+n69Q61flEzQhhBBCVDzjxo3j5ZdfJiEhgSuvvJIrr7ySWrVq0bVrV66//nq+/fZb7r//fsD/HFruq2Fvvvkm4O94trySW5xCCCFEeSDPoBVJhw4dmDt3Lvfdd5/RYa3JZGL06NE899xz9O7dm759+6KqKtOmTeOhhx4iMTERs9nM7NmzURSFe++9t4zXomBhSdB0XWfz5s0cPHiQf/7znwDs2bOHmJgY6f9MCCGEECViwIAB/POf/2Tt2rW43W6uvvpqo/PZTp068ddff5GWlkaDBg0YNGgQ06dPZ9q0aWiaxr///W86depUxmtQsJATtG+++YYRI0awf/9+atSowdGjRwGIiYlh/PjxOBwOXn/99Tz3f4UQQghxhozFWTyxsbHccsst+c6LioqiQYMGgL+bjSeffJJRo0aRmprKxRdfXJphFllIz6D9+OOP3Hzzzfz55595Ol5LTExkzpw5REdH07p1a44cORJSoEIIIUSlJ32glYjly5cbP8fHx5f75AxCTNAmTJhAdHQ0M2bM4IsvviAuLi5PmQcffJC//vqLcePGhdKUEEIIIUSRnTp1ioEDB5Z1GEUW0i3OjRs38uWXXxpvQVgsljxlatWqBQRnr0IIIYQ4i7wkkK+nn36aRYsWMXbsWPr3729MHz58+HmHTfJ4PPz8889kZ2eXdJhhF1KCVqdOnfO+ohp4s8LhcJyznBBCCFGVyTNo+XvxxRc5ceIEr732WlCC9scff7Bu3bpCjW1ZUsM2laSQErT69etz+PDhAt/UdLlcTJw4EUVRuPTSS0NpSgghhBCl5PPPP+fWW2/l3XffZciQIXnmb968mQkTJrBjxw5MJhM9e/Zk8uTJBfbsH4qFCxeybNky7rrrrqDpI0eOZNu2bTzyyCPUrl0737t4brebNWvW8NFHH4U9rpIWUoL28MMP06tXLxYtWkTdunWD5u3du5fhw4fz66+/oigKDz74YEiBCiGEEJVaObnFmZ6ezt13313g/OXLl9O7d2+mTZvGihUryMzM5Oabb6Zz5858/fXXREdHhx5ELjfccAM33HBDnuk9e/bkyy+/5Mknnzzn8nfffTfffvttWGMqDSElaDfffDObN2+madOmXHnllRw+fJg777yTPXv28NtvvxljYD3wwAMMGDAgLAELIYQQlVF5ucU5cuTIAh9LSklJoX///nTq1IlHHnkEgLi4OObMmcPFF1/MmDFjeO2110IPohAsFgvPPvtsocpu3769hKMJv5CHepowYQKff/45MTExeL1ePvroI7Zs2YLJZOL6669nyZIl/Oc//wlDqEIIIYQoSQsWLODIkSPcfvvt+c6fMmUK2dnZDB06NGh6s2bNuOqqq5g9ezY7d+4sjVABqF27dqHK1ahRo4QjCb+wjCTQsWNHOnbsiKZpHD9+HK/XS40aNfK9HyyEEEKIfJTxLc6DBw8ybtw4vvvuO6ZMmZJnvsfjYfHixUD+Y1i2adOGjRs38vbbb/PCCy8UP5AQJCcns2DBAlJSUmjYsCEDBgygTp06ZRJLqMI6FqeqqgWODD9v3jwGDx4czuaEEEKIyqOME7Thw4czadIkLrroonznr1u3jqysLCIiIvI8dw7QsmVLANasWVP8IAowbtw4vF5v0LTIyMigRHLBggXcc889uFwuwD8M5dSpU1mwYIExDGVFUiqDpTudTh588EFJ0IQQQogChPMZtKysrKDpERERREREFLjc66+/js1mY9iwYQWW2bJlC0C+yRlAtWrVANi2bRs+nw+TyVSEyM/t//7v/+jevTuRkZHcf//93HnnnUZCCLB+/XqGDBmCz+cD/AOpt27dmu+++45+/frxyy+/cMkll4QtntJQqAStMJ3BFcTj8bBx40bpB00IIYQoJfXr1w/6fdKkSUyePDnfsn/88QfPP/88GzZsOGedx44dA84kYmcLjCbk9XrJzMwM6xjcaWlpxMbG8v3333PZZZcFzfP5fNx99934fD4UReG5555j9OjRgP8q2qBBg3j22WeZP39+2OIpDYVK0IrSGVxBKmIncUIIIUSpCeMtzpSUFGJjY43JBV090zSNQYMGMWvWLGPkn4Kkp6cD/gHI86OqZ947DNxmDJdly5YxY8aMPMkZ+K/+7dq1C0VRuOWWW4zkDPy5x8yZM7nyyivDGk9pKFSCNmrUKHbu3MkjjzxCzZo1MZsLf2fU4/Gwdu1aFixYUOwghRBCiEovjAlabGxsUIJWkBkzZtC8eXN69Ohx3rJWq9XfRAEXa9xut/FzOK+eAWzatIn3338/z/SsrCyeeuopwN/txqxZs/KUKeybnuVNoTKtnj17snr1asaOHVusRu666y5Wr15drGWFEEIIEX5bt25l7ty5/Pzzz4Uqn5CQAMDJkyfznX/ixAkAoqOjsdlsYYkxQNd1I0HMberUqaSlpaEoCqNGjaJRo0b5Ll+UC0vlRaH6QTOZTDz//PMhNfT333+HtHxJsShmLrG6sChndp5Dc+HQ3Th0//8NeHQvFsVs/BuYlurzP1fXwuK/3LvX42C9S8OhufK0YVdtxvJ21UaG5iT9dDm7asOimI26Lah851KIV6OwKGY62HTi1Sh62zNJ9TnY5HbT2mplr8fBcqe/7QSTHYBNuf4PJl6NMmIMtJWuuUj1Odjr8U/P0JxBsab6HDg0FxmakwzNyUPxB4x1CLQTqDOwTjm6l3g1inY21Yg5UD7V56C3PZOrIo4CEKGo2BVr0DbM0JzUUG0kmOzYVRt2xYpFMfPnHW8a29Wu2ox94zndXrI321jPwHoEtn1gf73bYB0O3Y1FMXPA6zLaDdTr0b3UyLVv/DGag8rZVRvxapSxvQL7MD+BOAJ15d6GGZoTj+6lW6Q/ngSTnQST3fg5UMaNyiXWM8fQZVb/sZhgsuPRvdhVG6k+BzbV69+ep2PJ0JxcYDrJJrc7z3ZIMNmD9vVLGQ2Nn9/Jqk0LSxQTjvqHY/u+1UdGnb3tmUH7GmC9S+Owz7/v7IqVhmZ/2dmZdYOO6z96v0Gqz0EDcwy3RjnZf/PbACzJvtxo24pGA3MM8WoUez0Okr3ZeHQvm9xuf/25zg27ajPOtVSfw9gnaT7N2KZ7PQ7juD/k8+/DwD7b5HaToTmJV6Pw6F48upexh7oY+zrBZCfJYg86fgPrnKE5ici1nwL1ZmhOZiVuCtpGuY/XwDEe+Ddw7gS+WwIamGMAiFH9+6yuJcPYX/FqlNEukOf7JeB/rnr+/ZNj8W8v5cwfsz1et7FegXWLV6OMfZdoijRimJ1Z19i2FsVsxBw4R1ad8tebrfnI0f37L3d8ez0Okix2Y/lA3YE6A9MD2zZ3jIHtaldtJFnsOHQ3dsXKepeGW9dJ9Tn83xOKlZomNagOj+6lgTnGmLbd4z/fxlbfl2e7tbOpxj4LaH36j38g/otW3MX1kX8AUE0N//BF+Qm8JBDqp7Beeukldu/eTWxsLIqiBH3mzZsHwNChQ1EUhSFDhtCqVSsADh06lG99R44cAeDyyy8PaTvkx+PxGAlgwK+//spLL72EoihUr16diRMn5rvstm3bCnyxoTwrdEoZePivuFasWMGtt94aUh1CCCFEpVXK3WzUqlWLZs2a5Tvv8OHDZGVlkZCQQFxcHImJiXTs2BGr1crRo0dJS0vL063Wvn3+ZPimm24qdvgF6dKlCw888ADz5s1DVVWOHTtG37598Xq9KIrCtGnTCnx5YcqUKfkOFVXehTySQGGcOnWKgQMHlkZTQgghhCiE6dOns2vXrnw/gZEEAmWmT59ObGwsffv2BWDt2rV56vvpp59QVZU+ffqEPdbx48ezbNkyLrnkEvr06cMll1xiJITdu3fPd+xQj8fDQw89xKeffkrHjh3DHlNJK9QVtKeffppFixYxduxY+vfvb0wvTPcbHo+Hn3/+mezs7NAiFUIIISqx8jIW57lMmjSJJUuWMH/+fO644w5j+u+//87mzZu55557SEpKCnu7jRs3ZuXKlfTr14+PP/7YmN63b1/eeeedoLILFixg/fr1fPzxx6SlpQHw5Zdfcv3114c9rpJUqATtxRdf5MSJE7z22mtBCVpRut+QbjaEEEKIcyjjkQQKo3HjxrzxxhsMGTKE999/nwEDBpCcnMyAAQNo165dvm9Rhku7du34448/WLt2LcePH+eyyy7L9xZtkyZNaNKkSYXvHL9QCdrChQsZOXIkt912W9D0kSNHsm3bNh555BFq166d79ibbrebNWvW8NFHH4UlYCGEEEKUnf79+1OrVi0mTZrExIkTiYqKYujQoTzwwAP5vmkZTlarlS5dupyzzDXXXFOiMZSWQiVoWVlZHDhwgBkzZjBmzBhjes+ePfnyyy958sknz7n83XffzbfffhtapEIIIURlVo6uoM2dO5e5c+cWOL9r16507do1PI2JfBUqQXv22WcxmUxGZ3ABFouFZ599tlANbd++vejRCSGEEFWEcvoTah2icijUW5y7du3is88+49577w2aHri1WRibNm0qenRCCCFEVaGH6SMqhUIlaJdeeindu3fPM/3zzz8vdEOjRo0qfFRCCCGEEFVYoRK0Dh068OOPPxa7kd27d5OcnFzs5YUQQojKrrRHEhDlW6GeQRs7dizXXHMNqqpSo0YNrFYriqJw8OBBOnXqdM5ls7Oz2b59Oz6fLywBCyGEEJVSOXpJQJS9QiVo8fHxfP/99zz88MMsXbo0aMT67777rlANlUQ/aJ9//jm33nor7777LkOGDAl7/UIIIYQQZaHQY3EmJiaycOFCTp48yZ9//snx48fp378/CxYsKHAZXddxOBx88sknzJ8/PywBB6Snp+c7tIMQQghRYckVsCJZs2YNL730EnfeeacxDBXAvHnz+Prrrxk2bNh57/SVV4VO0AKio6Np2bIlAJGRkbRv3/68y3Tr1o1PP/206NGdw8iRI3E4HGGtUwghhCgrFWGop/Lk559/5qabbsLj8eB0OoMStMGDB9O5c2c6depEz549mT59ehlGWjwhDZY+efLkQpUzm8188MEHoTQVZMGCBRw5csQYzFUIIYQQVcukSZOwWq3ccMMNjBs3Ls/8evXq8Z///IcZM2bw4YcflkGEoQkpQcs9Luf55NdNR3EcPHiQcePGMW/ePFQ1pPCFEEKI8kP6QSuS3377ja1bt/LFF1/QoUOHfMt07NgRXdd5/vnnSze4MCjyLc786LrO0qVLWbFiBcnJycTGxtKyZUv69OnDxRdfHI4mDMOHD2fSpElcdNFFYa1XCCGEKEtyi7NooqKiaNiw4TnLZGRkALBz585SiCi8Qk7QDhw4QK9evdiyZQvgT9YAlixZwlNPPUX//v156aWXiI+PD7UpXn/9dWw2G8OGDSvScjk5OeTk5Bi/Z2VlhRyLEEIIIcpOYmIif/75J40aNSqwzLRp0wBISEgorbDCJqQELSMjg/bt25OSkkJERARt27bl4osvJj4+Hq/XS0pKCqtXr6Z79+6sWbMGm81W7Lb++OMPnn/+eTZs2FDkZadPn86UKVOK3bYQQghR4qQftCK5//776dGjB++88w5XXXVV0LwdO3YwdepUFi1ahKIoDBo0qIyiLL6QErSpU6eSmprKxIkTefjhh4mLi8tTJicnh2HDhvHyyy/z2GOPFasdTdMYNGgQs2bNolatWkVe/oknnuCRRx4xfs/KyqJ+/frFikUIIYQoCXKLs2j69OnDt99+S5s2bWjRogVJSUn4fD7++OMPduzYAfjv6l133XX5vkRQ3oX0lP1nn33G3LlzmTx5cr7JGUBERARvvvkmH330UbHbmTFjBs2bN6dHjx7FWj4iIoLY2NigD4BH949ukObTSPZmk+zNZrvHiV21YTm9aZK92VgUfx5rUcw4NBd7PQ4sihn76d8Dkix22tlU7OqZK4UOzWWUcehu9nr8XYPEq1EkmOxs9zjZ63HwdFpzoz27aqODTTfKJnuzmZ1ZF4AEk51WFhWP7iXJYqdbZBYZmhOADM1Ja6vV+D1QPtmbTYLJbvweiNWje4lXo4w4k73Z1FBt/OKOJF6NMuZZFDMZmtOoN1BHYJ3829Jr1OHRvUa5GqrNaD9DcwbV6dDdPJpyS1AbgZ89upen05ob62nsS8Vs7IcG5hhj+x7y+dc/4vS+mnD0UqNOu2I11jlDcxoxJ1nsxr4NTAu0H/g31ecI2sfxapSxjts9zqBlHZqLNJ8WVN6CStvfehr7cunJGsayHt1Lqs9BhuY06srRNVpYorCgGtvcrtroubOfUedej4MEk51G5jP7L7Avm5qtNDJ7jboC6xuY79G9LHdG8VD8AeOYGRZ7BICptX4PWv/A/AXZ1Un2ZpNzeh+3s6kkWexEKCoO3c0Br4sMzUmOZsGCSoSiGtsjwWQ3tuGEo5cCMLb6PrZ7/OvW0HzmXEmy2IlRTeToXlpZztSToTmNY2qvxxF0PAeWC2y/wD5OMNm50KRiUczGere2WoOOP4ti5s16P5KhOUnXXEY7613+7RY4zwP70aKY2e5xGtN2uG3Eq1E8fuQy49jPHUPO6ZgjFP+yCSa7EXe8GuXfLrmOu0BZgA624L+yGZrTOK4O+7zG9Heyahs/97Znst3j5DLrSWMdA8ddDVUz9knu7Xn2vvboXkbGHTTK5T5300+33y3SzXcuhRjVRA3VxoLs6nh0r3H+JlnsODSX0X7gfA60ETh/Am2n+hx851L8x/3p/RWQo2tYFDPtbCoNzDHGd2buczQg0I5Dd5PszTbqA1h1ymp8LwfOu8C2CUzb63GQ6nMQcTrD2dN9trEvj/hOUirkJYEimz17Nq+88grHjh3j008/ZdmyZWzfvh1d14mOjmbMmDF8/fXXRERElHWoRRbSFbScnBzuvPPO85aLjo4mMzOzWG1s3bqVuXPn8vPPPxdreSGEEEJUXqNGjWLkyJFs2rSJAwcOoGka9erVo3Xr1iE9WlXWQkrQatasiaZp5+3uYs2aNWRnZxerjZdeeondu3cbV73yM3ToUIYOHcrgwYOZO3dusdoRQgghypQ8g1Zsqqpy1VVX5XkWLeDo0aPFekSqLIWUoF1//fXMnDmzwGfLdF1n8eLFjBo1is6dOxerjVq1atGsWbN85x0+fJisrCwSEhKIi4sjMTGxWG0IIYQQZU2eQSs5rVq1IjU1tazDKJKQErSxY8fSunVrVq1axe23307Dhg1RFIWDBw+ye/duFi1axOHDh4mIiGDSpEnFamP69OkFDtEwZMgQ5s2bx/Tp02WwdCGEEKISWr16NcuWLWP48OFcdtllxvTCjPHt8Xj47rvvOHbsWEmGWCJCStDq1avHypUr6devHw899BCKogTN13WdatWqsXDhQi655JKQAhVCCCEqNbnFma8+ffqQmZnJpk2bWL9+vTH9mWeeYd++feddXtf1PPlJRRByR7WtW7dm27ZtvPPOO3z44Yfs2LEDp9NJ48aNufXWW3n44Ycr3H1fIYQQorQpuo6ih5Zhhbp8efTvf/+bRYsWMXLkyKDpI0aMYMyYMXTq1InatWtjsVjyLOt2u/nf//7H/v37SyvcsAkpQTt16hQbNmygXbt2jBo1ilGjRoUrLiGEEEIIJk6cyMSJE/NMHzp0KD/++CMff/zxOZd3Op3UqVOnpMIrMSH1g9atWze6dOnC/fffH654imTu3Lnoui7PnwkhhKj4pB+0IomPj+fhhx8+b7moqCgWLFhQChGFV0gJ2vbt2wH/bU4hhBBCFF/gLc5QP1XF7Nmzadeu3XnLvfLKK9x0002lEFF4hZSgTZw4kdjYWO65557zlu3SpUsoTQkhhBBCGF588cVClevbty/PPPNMCUcTfiElaA8++CCvvfYaDzzwAOnp6QWWW7lyJWvWrAmlKSGEEKJyk1ucJSI7O5t33nmnrMMospBeErj44ovJycnh5MmTzJ8/n5o1a+Yp43Q6K2T/I0IIIURpko5qz23dunWMHj3ayCkOHjxIo0aNzrmMy+Xi6NGjFfIlgZAStOuuu445c+YYvzscjgLLVsQ+SIQQQohSI/2gndP111/PmjVreOihh5gzZw6KonDgwIHzLlerVi1mz55d8gGGWUgJ2qOPPsoHH3zA0qVLadSoEWZz3uo0TePbb78t1HNqQgghhBAFiYqK4q233qJu3brMnz//nI9PKYpCZGQkF1xwQSlGGD4hJWjNmzdnwIABdO3a9Zzlhg8fzltvvRVKU0IIIUSlJrc4C2/y5MlkZGRw4YUXlnUoJSbkkQTeeOONQpXbsGFDqE0JIYQQlZfc4iySl156qaxDKFFFfovztdde49JLLyU6OpomTZowefJkcnJySiI2IYQQQoh8bd26NegTsG/fPm644QbsdjvNmjXjo48+KsMoi69IV9BGjBjB22+/DfgHH/3zzz+ZOnUqP/zwA1999RWqGlKvHUIIIUSVVlVuUYbD5ZdfjqIodOzYkbvuuotWrVqRkZFBhw4dOHz4MNHR0cTExDB06FBq165Nhw4dyjrkIil0RrV69WreeustdF3HarXSunVr4/XWNWvW8O6775ZYkEIIIUSlp+vh+VQhEyZMYPXq1fTr1w+A8ePHc+jQIRo3bszu3bv55ZdfWLlyJZMnTy7bQItB0fXC7c0BAwbwwQcf0K9fP1599VWqV68OwPr16+nduzctW7bkyy+/LNFgwyUrK4u4uDgy9jQiNsYEwGJHHDdFHcGu2oLKenQvDt3NIR+0sEQZ01edstIt0m3MT/NpuFFparbi0N3k6BpuXaeBOSaoPofmCmoj9+8ZmpN4NSqofO5pgbK5l/HoXiyKOehfAItiDpqf6nOQYLKzye2mtdUaNC8g1eeghmozpgXaPjuGwz4vSRZ7vnXkrivBZDeWPTvO3Ouw3ePEimbUWZBAXYG6z5bszSbRFMkBr4ski51Un7/blwST3dhPgfXI0Jyk+TQamm1B2yqw7fZ6HEHxnL1vAvG/k1WbYbFHyNCcAMb2siv+48CCil214dG97PG6jeMjsB65t3dg2yR7s8nRFSO2QFtnb+vtHid1TJCjaySY7Oz1OGho9m9Th+424slvPwVi3JijUs3kooUliu9cCh1surGuE45eytRavwctc8gHJ3w2bKqXRmYvO9w2Glv86+7WdWJUE2k+jRgVIhTVWP/cMdx/6GpmJf5IuuYiQlHJ1nxUVy3YVZuxDwPbKPd+2OR2U9fkxq6YOa55jHMrUGZBdnX6xxwPaiu/c6qgfZp7vwbkPl4jFDPpmivo2HNoLgBjmbOPzcD5dva5u9gRR297ZtBxGThGWliigvbX2fs/0KZD9xrnmAXV+D2wbrmPi4LOrUC8yd5sYx8MTb6edxusM84RgESTOd/vHIAXM5pzZ+wWEk2RebbPubb12ds49/kaWO+I09sgR/fyizuSDrbgP1fJ3mysikK65v/uPew7RQNzDB7dS47uzbMvA9/NCSZ70LoHloEz353rXRqNLU7cus62jGj+2eoPMjMziY2NzXc9QhH4m9S699OYLbbzL3AOXo+LTYvHl1is5UlUVBTZ2dmYTP6/4ykpKTRp0gSv18uaNWv4v//7P6Nss2bN2L17d1mFWiyFvoK2ceNGmjVrxnvvvWckZwDt2rXj9ddfZ8+ePSUSoBBCCFEVyFicRVO/fn0jOQOYMmUKHo+Hm266KSg5c7vd/PXXX2URYkgKnaAdO3aMO+64I2hjBHTv3v28y8stUCGEEOIcZKinImnQoAHLly8HYNGiRcydOxeTycS0adOCyr366qt4PJ6yCDEkhX5JIDs7m1q1auU7z2KxUL9+/XMuP27cOIYOHVq06IQQQggh8vH888/TqVMnzGYz6enp6LrOhAkTaNWqFeDPW1555RUmTZpUxpEWT6ETNE3TOHToEJqm5ZmXkZFB/fr10XWdsx9pczgcLFiwgKNHj4YerRBCCFFJKZr/E2odVcXll1/Ob7/9xty5czl27BgdO3bk9ttvN+ZPnTqVU6dOMXLkyDKMsviK1M3GzJkzmTlzZoHzFy5cGHJAQgghRJUkHdUWWf369ZkwYUK+82bMmAGA1+vNdyjK8q5IHZcFrpAV5yOEEEKIgslLAiVj+PDhZR1CsRQppbznnnvo0aMHUVH5vy6dH4fDweLFi3nvvfeKHJwQQgghRH7Wrl17zvlut5tdu3bx0UcfMXr0aFq2bFlKkYVHoRO0uLg4Zs+eXaxGbrrpJj799NNiLSuEEEJUCeHoaLYK3bHq0KEDiqKct5yu60ybNo0PP/ywFKIKn0InaKNGjSp2I6qqcv/99xd7eSGEEKKyC8ctyqp2i7NGjRo0b9483y7AsrOzOXr0KI0bN+bYsWNlEF1oCp2gPfPMMyE1FOryQgghhBABERER7N27l7i4uALL9O/fn4EDB9KtW7dSjCw8ZHRzIYQQojyQjmqLZMKECedMzgCee+45evXqxfr160spqvCRBE0IIYQoB+QtzqIZN27cecvUq1ePmjVrMnr06FKIKLwqXscgQgghhBCFsHPnTg4ePFi5n0ETQgghRAmStziLZNiwYeecf/z4cb777js0TePyyy8vnaDCSBI0IYQQohyQtziLZu7cuSiKct7O8C+66CLeeuutUooqfCRBE0IIIcoDGeqpyP71r3/RqVMnVDX4kXpFUYiMjOTCCy+kdevW+XbDUd5JgiaEEEKICic+Pr5Sj1IkCZoQQghRDsgtzqL5/PPPyzqEEiUJmhBCCFEeaLr/E2odVcS1114L+Mf8fuutt1ixYgXJycnExsbSsmVL+vbtWyE7qA2QBE0IIYQQFdKmTZu44447+Pvvv4NeFti8eTPz58/nuuuuY/78+Vx44YVlGGXxKPr5Xn+ohLKysoiLi+PR9bcwo9FuUn0O0jWVFpYoHJoLu2rjpYyGPBR/AIAMzUm8GsVej4Ml2ZczOO5XEkx2HJqLv3waLSz+eUkWu9GGR/diUcw4NBcA72c3xqp46WP/Cw8aObpGgslffrvHCUALSxTJ3mwSTZE4dDdpPi2ozlSfw1gmEFOgrRzdS4RixqKYjbIHfVZaW61GLIHlAm0HYvOgEa9G5SkXr0bxnUvhMutJ7Io1qI0MzYldsRrlcy+bX7zbPU4uNKnYVZsxP9mbTQNzDBmaf/1XOxO5PvKgscxej4NEkxmH7sWumIOWDcQeoZhx6G6yNR/VVYtRJtD22XEFfg/8m6E5SfNp1DT5HzANbIcc3YsHjTSfRkOzDYtiJtXnMOL4zqXQ3JJNgslubKuz6w4cS4F4ALI1SLLYWe/SqG8+SYxq4pAPaqj+fbLX46CmSeWQD6z4979H93LN5v5sbv0RqT4HNVQbG3NU6ptPGuuc+xiNUHRiVP8DsWk+jUST2SiTrfloYI4J2seBeAPbbJPbTWurNWibLXLUon/M8aD9FtgGALs8MVjw0c6mGvsu93YDjG0ViCv3sR1Y7xxdM6YFttXZx1pugXkAFsXMXo+DLN3KmL29+LbFMhyai9/cVi6xutjhttHY4jSOi3TNZaxvI7PX2P+56w78HtiXgW2Ue15ugfm5j/3cy+c+Bs+uM7B8DdWGQ3fniScwL/d2WO/SuMTqCiobWB+7YmWrR6O11cp2j5MWFv++BjjsOwWAVVGIUFTjOFifY6GDTTfqaWb274/84gzs09zbKnDO/ua2Us3koo4JY98le7PZ4alBt0h3nm2c6nMExXH29xDAPzb1Ze0V83DoXrI1qGlSg74DHbo7aHvl3r65Y031OXDruvHdE2jzgNdFksXOdo+TX131jOMdICvbR3zTP8nMzCQ2NjbPfg9V4G9S2y5TMFts51/gHLweFz+unlRisZYnKSkptGrViszMTOrUqcONN97IxRdfTHx8PF6vl5SUFFatWkVWVhb/+9//iI+PL+uQi0RGEhBCCCHKAYUwjCRQjHZ1XeeNN97gsssuw2azUb16dXr06MEvv/xS4DKbN2/m5ptv5qKLLqJJkyaMHTuWU6dOFXvdi+Opp55C0zTeffddkpOTmTNnDqNHj2b48OGMGDGCp59+ml9++YUePXrwwgsvlGps4SAJmhBCCFGFjRgxgpEjR7J161a8Xi8ZGRksW7aMtm3bsmTJkjzlly9fTtu2bencuTP79+9n06ZNrF+/ns6dO3Py5MlSi/vLL7/kk08+YfDgwXm62cht2rRprFixotTiChdJ0IQQQojyIDCSQKifIvjiiy/49NNPmTdvHllZWbhcLpYuXcoFF1yAx+Nh6NChpKWlGeVTUlLo378/nTp14pFHHgEgLi6OOXPmsGHDBsaMGRPWTXIuJpOJLl26nLecxWLh+PHj5y1X3kiCJoQQQpQDZTFY+ty5c/n6668ZNGgQMTExmM1mevTowYcffgj4n49btmyZUX7KlClkZ2czdOjQoHqaNWvGVVddxezZs9m5c2fI26Iw4uPjycnJOW+5RYsW4fV6SyGi8JIETQghhKiirr/++nzHqezcuTNXXHEFgDHQuMfjYfHixQC0bds2zzJt2rRB13Xefvvtkgs4l5tuuokxY8agaVq+8zMzM5kxYwZDhgzhpptuKpWYwkm62RBCCCHKgzIY6un+++8vcF5SUhJbtmwxuqhYt24dWVlZREREULdu3TzlW7ZsCcCaNWuKFkQxjR49mquvvppVq1Zx66230rBhQxRF4eDBg+zevZtVq1aRk5NDXFwckydPLpWYwkkSNCGEEKIcUHQdJcSerwLLZ2VlBU2PiIggIiKiSHWlpaURERFhdPa6ZcsWgHyTM4Bq1aoBsG3bNnw+X4mPfxkfH89XX33FoEGDmDVrFopy5h3WQA9iF110EUuWLKFevXolGktJkFucQgghRHmghekD1K9fn7i4OOMzffr0IoXidDr56aefuOuuu4zEK3CrM/D72eLi4gDwer1kZmYWqb3iuuiii1i3bh2ff/45//rXv7j88stp2rQp3bt35/XXX2f79u1cdtllpRJLuMkVNCGEEKKSSUlJCeqotqhXz95++21iYmJ46qmnjGnp6ekAREXl7aQZCOrqwuVyFam9UHXv3p3u3buXapslTa6gCSGEEOVA4BZnqB+A2NjYoE9RErT09HSeeeYZ5s2bR/Xq1Y3p1tMjjBQ0AJHbfWaUiNzLlbSMjIw807755hsOHTpUajGUBEnQhBBCiPJAD9MnRHfffTdjxozJM9B4QkICQIGd0Z44cQKA6OhobLbQhqwqDE3TuOuuu6hZsyZ33XVX0LxmzZrx2GOPMWjQoHwTuIpAEjQhhBBCAP5e9xs0aMDo0aPzzGvVqhVAgVemjhw5ApBvtx0lYfbs2bzzzjvoup5nmKl69erx/vvv4/V6+b//+z+ys7NLJaZwkgRNCCGEKA/KYCSB3N5//312797NrFmz8p3fsWNHrFYrR48eDRpdIGDfvn0Apdbn2OzZs41OdWfPnp1vmcmTJ7N9+3YmTpxYKjGFkyRoQgghRDlQFiMJBCxZsoSlS5cyZ86coO4qAHw+n/HSQd++fQFYu3Ztnjp++uknVFWlT58+xQuiiI4fP87HH39M3759iYmJybdMo0aNAP9oAhWNJGhCCCFEFbZ06VLmzZvHggULMJuDO3dITU1lyJAh/PnnnwBMmjSJ6Oho5s+fH1Tu999/Z/Pmzdx1110kJSWVStzR0dHn7Wvt559/Bs48H1eRSIImhBBClAdlcItzwYIF9O7dm7Vr11K3bl1q1qxpfGJjY0lMTOT777/n//7v/wBo3Lgxb7zxBitWrOD9998HIDk5mQEDBtCuXbsCb4+WhDZt2rBgwYIC5x89epQRI0agKEqpPRcXTtIPmhBCCFEOKJr/E2odhbVixQoGDhyIruvnvMJ05513Bt327N+/P7Vq1WLSpElMnDiRqKgohg4dygMPPGB0xVEaxo8fzzXXXMOPP/7I8OHDSUpKwufz8ccff7Bo0SLeeusto8PcJ598stTiChdJ0IQQQogq6Oabby5woPHz6dq1K127dg1zREWTlJTEokWL6NOnT74vCei6jtls5sUXX6yQndhKgiaEEEKUByG+hWnUUYV06dKF33//nRdffJEvvviCAwcOoGka9erVo0OHDjz44IPGIO4VjSRoQgghRHkQjo5mq1Z+BkCdOnWYOXMmM2fOLOtQwqpKvyQw/oIdZGhO0jWVFhb/2GJ21cbszLo8FH+AVaf899Lj1Sg8upcki52x1feRYLID8ENOLC0sZ+Z5dC8ZmhOAHN1r1BehmBkZd5BhsUdwnJ6eYLKT6nPQePVQYhQfLSxRZGhOGphjOOB1kaNrJFnsJHv9net5dC81VH/PzKk+BzvcNlJ9Dta7NCyKmQjFjEXx59vbPU4STHZaW614TrcX+NeuWEnX1KDYcnT/JW6LYmavx0GG5iRH19jucdLBphOvRmFRzHhOj8Lr0FzEq1Gkay4jnq0e/7zA+mdoTmMd93octLBEYVdtZGhO9nocAMSoJhyaC7ti5ZAPetsz2eWJMZZvaLbhQaOGauO45iHV58Cje5lw9FLsp7eFRTFjV6zEqCbsqo1kbzYe3UuEorLYEYdDdxv1fedS+MaVdwy5JIvd2M8ADt2NXbUZ+yBdcxkxB9ahg02nhmoztoVDc3HA6yLV58CimNnucRKhmI313+WJYZcnBjcqHt1LLZOT39y1iVejqKFqJJjsrDplJcli53851ahjOhPXHq+bj1rN4TuXQrqmkqN7aWdTydZNxnaIV6NI9TloaLaRoyvEq1Ec8vnrsKs21rs07IqV6qoFgPUujXg1imRvthFvgsnOdy6F1rmeIQkcf92j/8Zxen83MMfw3PEmNLdkE6GopGsqjcxZtLOpZGhOHJqLJIsdh+7Go3uN8yXZm02O7m83yeI/NlJ9/uMtyWInR9f820jXSddUYtQzxxNgHJuB+Ld7nMYxkKN7jfOwtdXKty2WscntxnF6W1lQaWdTjVjW51iMn1tbreTo/u0TOE8C+zXV5zh9THiNOAIxBOLJ0JzGdgrUGaGoRj0ZmtM4dwDSNVfQeRlYxqN7ceu6cR6n+TS+cyl4dK+xf9I1/zHmOF1HO5tKvBpFvBrFdo8Tj+6lrsmNXfHvQ5viZa/HQQ1VY5PbzapTsVgUMzGqiQZm/7a2K1ZjPTvYdGP9Wlut7PaqxjGWYLKz3qUFred6l2Zsq8C5ZFdttLP5v1P/9PrXZbkzihjVRLdIt7FNFmRXJ16NYpPbTYLJv/9znz8ZmpM0n38/P53WnP/9YwHHNQ81VBsNzTbSfBrLnVEMTb4ei2ImXo3ipYyGxnYOxO3WdVaebAxgHDPZusk4bwAO+07R0Owv39RspX/McWO/bvc4OeLLv+f8cAvnUE8i2C233FLWIRRZlU7QhBBCCFG5bd68mVWrVpV1GEUmCZoQQghRHpTxSAKVjdfr5e233+bGG28scID38kyeQRNCCCHKAx0IsZuNqvgM2tmOHj3KG2+8wRtvvMHhw4fRdT3P6AgVgSRoQgghhKjwfv75Z1555RUWL16M2+2ukFfNcpMETQghhCgHwvGQf1V7ScDj8bBo0SJeeeUVY1gnXdepW7cuQ4cOpWfPnjgcDjp06FC2gRaDJGhCCCFEeaAThn7QwhJJuXf48GFmz57Nm2++ydGjR43bmNHR0bz33nvceuutqOqZx+xvv/32Moy2eOQlASGEEEJUCD/++CN33nknDRs25Omnn+bIkSNERUVx3333sWvXLurVq0ePHj2CkjOARYsWlVHExSdX0IQQQojyQEYSKNC7777Lq6++yq+//gr4b2M2aNCA++67j3vuuYe4uLiyDbAESIImhBBClAcaEOrLhqG+BVpOHT16lGPHjqHrOrGxsbz++uv07ds3z5WyyqTyrpkQQgghKoWxY8eyf/9+PvzwQy655BIee+wxXnjhBTIzM8s6tBJTYRI0Xdd54403uOyyy7DZbFSvXp0ePXrwyy+/lHVoQgghRMhkqKdzM5lM9O3blx9//JElS5bw66+/0qhRIx566CEOHDhQ1uGFXYVJ0EaMGMHIkSPZunUrXq+XjIwMli1bRtu2bVmyZElZhyeEEEKERkYSKLSrrrqKBQsW8PvvvxMTE8O1115L7969OXXqVL7lFy5cWMoRhq5CJGhffPEFn376KfPmzSMrKwuXy8XSpUu54IIL8Hg8DB06lLS0tLIOUwghhCg+SdCKLDExkaeffpoDBw5w4403Ehsby5VXXsm7776Ly+UC/EM+jRw5sowjLboKkaDNnTuXr7/+mkGDBhETE4PZbKZHjx58+OGHAGRlZbFs2bIyjlIIIYQQZSEiIoK77rqL3377jeeee45PP/2U+vXrM3ToUPr27Ut2dnZZh1hkFSJBu/7667n88svzTO/cuTNXXHEFAMeOHSvlqIQQQogwkitoYdG5c2eWLVvGjz/+iMlkYunSpWUdUrFUiATt/vvvL3BeUlISABdeeGFphSOEEEKEnxamjwD8+cHbb7/N4sWLyzqUYqnw/aClpaURERFBt27dCiyTk5NDTk6O8XtWVlZphCaEEEKIMnbHHXfQtWvXsg6jyCrEFbSCOJ1OfvrpJ+666y6qVatWYLnp06cTFxdnfOrXr196QQohhBCFIN1slJxVq1aVdQhFVqETtLfffpuYmBieeuqpc5Z74oknyMzMND4pKSmlFKEQQghRSPIMmshF0fWKuTfT09O55JJLmDdv3jlvb+YnKyuLuLg4MvY0IjbGBMBej4OPMq/kvuqbiVejWOyIo7c9kwzNyZ9eM62tVpK92cSoJrI1Hzm6QpLFDoBH9+LQ3XyUncTw2L/Y6vE/BGBTvCzMuJqptX4n1efgV3d1ukW6cWj+V38jFDMWxYxDc/HZyTr0jzmOR/diUfx3ngPtpfk0YlSwK2b+8mlY0Uiy2En2ZpNoiiRdc+HWdf70xnKB6SQtLFGk+hwA1FBtWBQzGZqTeDWKDM2JXbEa7f7l07jQpGJXbWxyu2llUcnRvRz2eYlRIcFkZ6/HQUOzv55AGWM/aC4iFJV4NYr1Lo1s3cZ1EVl40LCg4kFjh9tGNZOLGqpGuqbS1GzlsO8UObp/TJOGZhsHvC6SLHYyNCc5ukaEonLIBy0sUXh0L+tzLFxgOmmsu0NzYVdtbPc4SfFW45qIE+ToGgkmO9s9Tmqo/p8BNrndALS2WsnQnKT5NGqa/PVb0Ug0mYlQzOzxuolRfOzw1KCzzckBr4ujvija2VRSfY6guv/wRHF1hEa65jKmX2hSOa55aGCOYa/HYawPwCEfnPDZaGxxEqGoWPBv88B+CezrwHYE8GCiuSWbBJN/X1sVxdifqT4Hf3j8sW1yu3Fp/mPGpno55rNT33zCaC+wHQLHi0N3G9s2cJwkmM5sU4/uZU7WhbSMSKGdTTXW2a3rpHijuTpCw6KY+c6l4NItNDYf5xtnM7pH78KqKEQoKjm6fx2yNTjoi6GDTTfW9Z2s2tSxZNAt0s1ej7/9miaVlSfrcbUtGffp/2/MvZ035qg0tjhx67qxnQL1Bc6ZQF2B7b7DbeMSqwsLKr+5rcb2DKzvO1m1GRZ7JOh4SfU52OXxx5vqc2BX/MfGAa/LOOYbmm0AxnllQeWwz2vMT7L460nXVKynHwjK0q3G8WdBJeL0OR44f9J8Gg3NNtbnWGhuycat6ySaIgFw6G5jPQPn+jEtgkZmL/FqlNHWMV80zS3ZRsy5v0eydRMtLFHG91XgXHZpZq6O0Iz1CbSx1OHfnwANzDGsOmXlmogTAOxw+9c/cBwE9oNDc+HQvWRrGN8XgDF/r8dBjHrmOyn3vPUujfrmk6R4o6llchr7MF6NMrbrepdGY4vTWD73d+Vej8M4V9e7NKqZ/PvLisYuTy1ujXKy3eOkhcXfVjubSrI3m+qqJei7ONDmdo+TEz6bsY7pWW5qNfuLzMxMYmNjCbfA36QuSQ9jNkWEVJfXl8PqvbNKLFZReirsM2h33303Y8aMKXJyJoQQQpRLmg5KiNdMtAp5zUXko0ImaNOmTaNBgwaMHj26rEMRQgghwiMctygr5k0xkY8Kl6C9//777N69m7lz55Z1KEIIIYQQJaJCvSSwZMkSli5dypw5c1AUJWiez+eTh/+FEEJUYOF4QUCuoFUWFSZBW7p0KfPmzWPBggWYzcEX/lJTUxkyZAh//vlnGUUnhBBChEje4hS5VIhbnAsWLGDIkCHY7Xbq1q0bNM/tdpOdnU39+vWZP39+GUUohBBChEgLwxUweUmg0ij3CdqKFSsYOHAguq5z4sSJAsvdeeedeW57CiGEEEJUROU+Qbv55pvRNBlcTAghRCWna/5PqHWISqHcJ2hCCCFElSDdbIhcKsxLAkIIIYQQVYVcQRNCCCHKA3lJQOQiCZoQQghRHsgtTpGL3OIUQgghhChn5AqaEEIIUR7ohOEKWlgiEeWAJGhCCCFEeSC3OEUucotTCCGEEKKckStoQgghRHmgaUCIHc1Kx+6VhiRoQgghRHkgtzhFLpKgCSGEEOWBJGgiF3kGTQghhBCinFF0veql21lZWcTFxbFsa2OqxfinHdfsNLcc5f/bu/O4qMr9D+Cf2QcGEAZwQ1FExHDPBRBNbblqllZuaGmWZnm7ZZk3UzPtqjcrq1+WdS1yrZtLLlmaqam5LxV2VTTFBXcRlGVmmPV8f3+M5zjDDMjOgN/36zWvl57znOd5vuecOfPlLM+xQo4chxaNlUZcFzQ4Yw1HuDIPZlIhUGZGsMKMULnzGv8JWyCu24OgldugktkRr8nBGbsSzZR2BMjUMJAVWQ4BB82RAIAI1U3kC35oqMyBWVCirsKEPFIjVinABgF/WnUIVxgBADkOLYIVZgBAQwWw2xyGbtospFlv9y1IZnWLK0whR5pVCxsUAICWqnycsAXCTCq0V99AvgDkkRoRCisOW/XQymxopsyDhWTIdPgjWGFGmqUB4jRX0FAB/GnVoaUqHwBwyaHGoYIoPOD/FzId/rhsD0FD5U3kkxbt1Tekdvr4WXHMZoIaAjId/rghBMAsqBCoKEC08oa0fm1Q4Lo9CO01l2CFHNcdOphJBa3MJq1rrdyOIJkVgbf+jAiVa3HFUYCNxpZ4wP8v5JEaWpkdoXIB+QJghRxnbGFoqcoEcPv/7dTXPGIUt6lWZkOEIh+HLRHo7ncJhyx10VKViYPmSLTUXEW43AK1TIb8Qrd1aGSEXQVN8ID/eZy2OetVQ5Diq6swIVAOBMiUuOKw47AlAlZSoLtfBgDggLkR4jRXcN2hQ08t4arDgMNWPRorcwAA1x06qODAZXsI4rUXEal07qg3BZO0j4n7QqQyEDvMMiRpbPifTUCQzIowhRxZDuc2sEEBFRxI0spx1WGARiZHiNwfv1utaKuS46TdKu3zZ+xBAIBO6gJ8b2yILtrzaKBQwkB21FcESH0AAAvd/h6YSYV4TQ7m37gXUZpMNFVlwQYFWqrykS8AMaoAbCpQI9/hh+5+l/CLyfmdGBKQiWzBuZ+L6xEA1BBwyRGIlqp8hMq1yBbMOGFz/j9bkN/aHwRkC3IcNjeSvl9mUqGxMsdtG+QLQKDcuf+ctFsRKhdQXxGAUzYDDlsi0F5zCYFywEqEM/YgtFM7v4MqyJHhEBAocyCfFNL2ve7QIVBuQb6gQTu1ESrIcUOwwUIyNFA4t3emwx91FSY0UCiR4XCupzO2MOjlBtRVmBCmkGOrqQG6+13CYate+m40VABpVi2iVSZccqgRLrfguqBBvqDBGWtddPc7LZU7YAl2W+6LnLaI9z+NdmojLjsgrQPxuBCtMsFKhHxSwEzOiycd1WpcdRhwwhaIcIURh82N0FSVhWiVCdmCXOpznNoMCwk4bfOHVm6X9r/fCprh4YCjsEIONQTkkRptVXKsNNRFvuCHzn5npb4/6J+OQLlC2i/P2cLQVJWFv6wN8LDuNOorAnDMZpKOfbtMMc79TFChnV8GLtlC8ID/eYTKtThokSNYYcYZWxjOWOriwYA0t+Oy6JItBAN0l/GnVY1ztjCEKg2I1+TggCVY2k8AIFhhltaXuD4tJMBKhK2m5uhgP4VOra4hNzcXQUFBhX9Syk38TXpQ/wyUcnW56rILVmy9sajS+sqqDl/iZIwxxnwAkQCi8t3kX97lme/gS5yMMcYYYz6Gz6AxxhhjvoCo/C87v/vuWqq1OEFjjDHGfAERyv2uJk7Qag2+xMkYY4wx5mP4DBpjjDHmCwQBkJXzJn9+SKDW4ASNMcYY8wV8iZO54EucjDHGGGM+hs+gMcYYYz6ABAFUzkucPA5a7cEJGmOMMeYL+BInc8EJGmOMMeYLBAJknKAxJ74HjTHGGGPMx3CCxhhjjPkCIucwGeX6lO0MmtVqxZw5cxAbG4vo6Gj06NEDO3furOAAWWnwJU7GGGPMB5BAoHJe4qQyJGgWiwV9+/bFtWvXsGXLFkRGRmLVqlV48MEH8c0332Dw4MHl6hMrGz6DxhhjjN3FJk2ahO3bt2PRokWIjIwEAAwePBiDBg3CqFGjcPbs2Wru4d2JEzTGGGPMF5T78qZQ6jcJnDt3DvPnz0dcXBy6dOniNm/EiBEwmUyYPHlyRUbJSogvcTLGGGM+oDouca5YsQJ2ux1du3b1mBcfHw8AWLt2LbKzsxEaGlquvrHS4TNojDHG2F1qw4YNAIBmzZp5zNPr9YiIiIDVasWePXuqumt3vbvyDJr4F4bJIEB1a5pJcMCgEmAFYHQIyFcKMAgCTFYHjEoHLCSHXCZAqRCgljtPIRttDpjsDghyB1QyB/KtAgx257KCTICRBBgcAgosdmd5pcPZjlKARRBgUAgwkIA8pQA7BBitDvgpbtXtcLYFAPkKwGR2IN8mwGi93Td5oRGnNQrAaBVgu/X/fJUAo83Z93y1AIMAGEhAvsIZl0PmQL5SgJVkUnsmiwMGq4B8BWC0OpCvcrZhcAgoMNthcAgwOgSY7A4YlQJM5EC++nY7eXYHDDYBatwqJzhgFuRQKJxxi+vXBsBkd7blnOZc3iG7va7t8lsx3vozQiUXkO8QUGBy9sNAAuwy5/YwCIAVgMnm3I7A7f/nqz1jFLepQ+aA4da0fPut+FXObWawCtDKBahlMhgKXTWwyggFZjvyHQKMtlv7BW7HZ1A4+y3InPuAyeKADYR8u7Mik9kZu9HhQJ6NkO9wbhODUtz+DqjgXM/5NgF5Sodzmwq39zFxX8hTOmA0y5BnFWCwOdeZRgFpW9kAqCBI7VhlgELubD9PBRjsgrTPG+3OdvLUt9azTUCewrkv+ytu9wEALHT7e2AhOfKtAswGGwpsdhiVznbzVc5tk6dywFTggMnhXM8FBc7vRB4JUn3iegRwa/9x7n8qubOM0eaQ6gMgbXfX75eF5DAoBbdtYBAAyJ37j8Hu3F/8Fc79VNzfIQesRDDanfsL4Dw4GhzOl1cbSOayfR2QyQUYBWdZ5a11YiUZ8hSCtN4NCkH6P27tixq5c7pGAZhMt/Y56+3vRv6t73C+yrmcVu78rhsFBwpsdhjst8uZLO7LmQ025zpTCzA4bu+HGpc6rUQwkAzmW9suT+24tQ87jz0FFue2E9ez2Od8tQALOfd1u/z2/mc222EgZx/UuHU8UwEFRjsKBGd/xb7nOwRALpPWT4Hd2VaBzY584fY2Eb+n4j5iFWQw2h0osDvrUMkFGC1wfpdtDpitzj64HpdFBXY78gRnXwvsdpgUzuO0uO6Mt7aNUnF7m4nr00LO9VVQ4IwDKNsN+KVhJ0u5X3Zuv/ULkJeX5zZdo9FAo9F4lE9NTQUANGrUyGt9wcHBuHTpEg4fPoz+/fuXq2+slOgudOHCBXG4Zv7whz/84Q9/SvS5cOFCpfwmFRQUUP369SusnwEBAR7Tpk+f7rVdcf769eu99q1r164EgF566aVKiZ0V7a48g9awYUNcuHABgYGBkMlk1d2dYuXl5aFx48a4cOECgoKCqrs75cbx+DaOx7dxPNWDiJCfn4+GDRtWSv1arRZnz56F1WqtkPqIyOO3zdvZs+zsbOnf/v7+XuuSy52XMMxmc4X0jZXcXZmgyeXyIk/n+qqgoCCfPoCVFsfj2zge38bxVL06depUav1arRZarbZS2yhMrVZL/6YiLt+KSaNer6+SPrHb+CEBxhhj7C6k1+ulJM1oNHotk5OTAwAICwurqm6xWzhBY4wxxu5CCoUCcXFxAIDLly97LXPt2jUAQPv27auqW+wWTtB8nEajwfTp073eP1ATcTy+jePxbRwPq2i9e/cGABw7dsxjXlZWFnJzc6HT6dC9e/eq7tpdT0ZFXXhmjDHGWK126tQptGzZEq1atcL//vc/t3k//PAD+vfvj5EjR2LJkiXV1MO7F59BY4wxxu5SMTExGDt2LI4cOYLDhw+7zVuyZAn8/Pwwffr06uncXY7PoDHGGGN3MaPRiB49ekCpVGLjxo0ICQnBp59+iokTJ+Kbb77BoEGDqruLd6W7cpgNxhhjjDnpdDps374d06ZNQ6dOnSCXy9G6dWscOnQIbdu2re7u3bX4DBpjjDHGmI/he9AYY4wxxnwMJ2jlZLVaMWfOHMTGxiI6Oho9evTAzp07vZY9ffo0nnzySYSHh0Oj0eCee+7B7NmzYbFYKr1t0R9//IF+/fohKioKzZs3x6RJk1BQUFCuOkUOhwMJCQlo2rRprYjn1KlTmDx5Mvr374/x48dj4cKFNSoek8mEadOmITY2Fo0aNUL9+vXRr18/7N27t1RxVGY8og0bNqBr165YvHhxhdRXE+KpCceD0sRTmC8eDxirUartLaC1gNlspl69elFcXBxlZGQQEdHKlStJpVLRypUr3coePXqUQkJCCAAplUq3l9h269aNTCZTpbUtWr9+PWk0Gvrggw+IiCgnJ4eSkpIoMTGRDAZDmep0NXPmTAJATZo0KVUsvhaP1WqlN954g+rWrUtLly4lh8NR4+IpKCigLl26UGxsLP3vf/8jIiKLxUITJkwghUJB69atq/Z4iIhWrFhBXbp0kb4LixYtKrIPJamvpsRTE44HpYnHG187HjBW03CCVg7jx48nAHTgwAG36cOGDSN/f386c+aMNK1Lly40aNAgOnbsGAmCQBcvXqQRI0ZIB77JkydXWttEROfPn6fAwEDq27ev2/QTJ06QTCajcePGlbpOV6mpqaTX68t8QPaVeIxGIz3wwAMUFRVVbLy+Hs/cuXMJAO3du9etrMPhoObNm1ODBg1KlXhWRjxERKdPnyaz2UwxMTHFJgAlra+mxFMTjgeliacwXzweMFbTcIJWRmfPniWlUklxcXEe8zZu3EgAaOjQoUREdPjwYRoyZAgJguBWThAEuu+++wgANW7cuFLaFo0ePZoAeP3rU/wLubR1isxmM7Vp04a++OKLMh2QfSUeu91OjzzyCAUFBVF6enqpYvC1eB5++GEC4PVMzKBBgwgAXbt2rdrikclklJaWJk0bMmRIsQlAaevz5XhqwvGgtNvHlS8eD0qzfzDmK/getDJasWIF7HY7unbt6jEvPj4eALB27VpkZ2fj4sWLePfddyGTydzKyWQyvPbaawCA69evV0rbAGCz2bBq1SoA8LpMQkICAJSqTlfTpk1Djx498NBDD5U4Bl+MZ9q0afjxxx/x7rvvIjo6ukyx+Eo8Op0OALB//36P8vn5+WjYsCHCw8OrLR4iQkpKijRNq9UW2X5Z6vPleGrC8aA08RTmi8eD0uwfjPkKTtDKaMOGDQCAZs2aeczT6/WIiIiA1WrFnj170K9fvyJvlI2JiQEANGnSxGPe3LlzERgYiPfff7/MbQPArl27kJeXB41Gg4iICI9l2rRpI/27pHWKdu/ejQ0bNuC9997zGl9NiefUqVP44IMP0KhRI4wePfqOsfh6PP379wcAjBs3DkajUSqbnZ2NXbt24f333/dIEKo6nu3bt0vTCvfFVVnq8+V4asrxoKTxuPLl40Hh/YMxX8cJWhmlpqYCABo1auR1fnBwMAB4vDqjsKysLADAgAEDPOYtWbIEBoMBS5cuLVfbYnlvBy/X8gDQsGHDEtUJOEefHjNmDBYvXgw/Pz+vy7ny5Xjee+89WK1WPPbYY0hJScGAAQMQExODli1bYtKkSTAYDDUqnuHDh6NPnz7466+/0KdPH9y8eROCIODvf/875s+fj+HDh1d7PEeOHIHD4fBaxlv7pa3PV+Mpji8dD0obj68fDypi+zBWlThBKwOz2Sz9YLv+eLqqU6cOgNsH3KJs3boVWq0WL730kse8qVOnomPHjpg6dWq52hYvlxRV3vVgqlKpSlQnAEyYMAHDhg1D586dvS5TmK/GY7fbsXbtWgDAn3/+idatW2PNmjU4cOAAOnTogPfeew89e/aEyWSqEfEAgFwux+rVq9G7d2/s3r0bSUlJeP755/Hmm29i1KhRXuuoqnjE8na7Hbm5uV7LuCprfb4aT3F84XhQ1nh89XhQkduHsarEr3oqA9f7lvz9/b2Wkcudua/ZbC6yHovFgi+//BJvvvmm178Wk5OTkZycXO62xWWKKu96dkihUJSozk2bNuHw4cOYP3++1/Le+Go8x44dk+pcv369dKDX6/VYvHgxDh48iN9//x0zZsxwu3Tjq/G4tv/tt99i6tSp2LVrF1JSUnD27FmsWrUKISEhHnVUVTxi+cL9LUpZ6/PVeIriK8eDssTjy8eDito+jFU1PoNWBmq1Wvo3FfGmLKvVCsD5I1+UOXPmoHnz5njjjTcqtW1xmaLKu04PDAy8Y503b97ESy+9hKVLl0KpLF+O7wvxXLx4EYDzAF/4r3CNRiPdk1aSQTp9IR5RRkYGXn75ZXz88cfYvXs37rvvPvzyyy/o1q0bMjMz7xhLZcUjli/c3zv1oSLq84V4iuIrx4PSxuPrx4OK2j6MVTVO0MpAr9dLBwXXG7Bd5eTkAADCwsK8zj906BCWL1+O7777rsizIhXVdv369Yst73pfhs1mu2Od48aNw/jx4xEbG1vifhfFF+LJy8sDAAQFBXkt269fPwDOSyl3umTtC/EAzss/PXv2xJNPPgmVSoU6dergp59+Qvfu3ZGWloYRI0YUG0dlxiOW1+l0JXo6sCLr84V4vPGl40Fp4/H140FFbB/GqgMnaGWgUCgQFxcHALh8+bLXMteuXQMAtG/f3mPe1atXMW7cOHz//feoW7dupbfdtm3bYsu7PtJ/pzrr16+PFStW4KWXXoJMJnP7REVFAXCeuRGnnTt3zqfjad++vTTchJioFeZ6uUkQBK9lRL4QDwC8+eabuHz5Mh588EGpjL+/P9atW4fGjRtj8+bNJXrlU2XEU9x3w5uKrM8X4inM144HpYnn4sWLPn88KO/2Yay6cIJWRr179wYAHDt2zGNeVlYWcnNzodPp0L17d7d5+fn5SE5OxhdffIEWLVpUSdu9evWCWq1GZmam1zNA6enp0r9LUmdsbKzXj/hYvFKplKYVdVO7L8Vz7733QqFQwGQyef0BEf/qDgkJKdHYYdUdDwCsWbMGer3e45KTXq+Xxto6ePDgHWOpzHj69u1bovYrur7qjseVLx8PShKPTCarMceDsmwfxqpV1Y2JW7ucPHmS5HI5tWnTxmPe+vXrCQCNHDnSbbrBYKDevXvTr7/+6rXOkr5aqCxti6+RWb16tccy9957L8lkslLXWdjZs2fLNHK4L8TTu3dvAkDz58/3KH/kyBECQM8880yNiadOnTokl8vJYrF4lN+wYUORsVZVPHK5nE6ePClNe/rpp4sdqb609fl6PES+fTwoSzyF+dLxoDT7B2O+ghO0cnjhhRcIAKWmprpNHzhwIPn5+dHp06elaQaDgfr06UM///yzRz2CINCGDRvo8ccfd5u+fPly6tSpk9fXl5SmbSKi9PR00ul0NGDAALfpYvIxduzYUtdZ2J0OyL4cz++//05KpZJatGhBZrPZrfxrr73m9f1/vhyP+IO6bNkyj75NmzaN1Gq19BLq6orH1ZNPPkkAKCUlxaPtstTn6/HUhONBaeLxxteOB4zVNJyglYPBYKCOHTtSfHw8ZWdnkyAING/ePFKr1bRq1Sqp3M2bNykxMZHUajWFhoa6fUJCQkilUhEA+vLLL93qb9WqFQGg1q1bl7ltV19//TUplUrpRzsjI4PatWtHSUlJZDQay1SnqzsdkH09npSUFAJAw4cPJ6PRSEREq1evpoCAAFqzZk2NiiczM5NiYmIoLCyMfv75ZxIEgQRBoOXLl5O/vz/95z//qfZ4RCaTidq0aUMAaMyYMV7rKk19vh5PTTkelDSeovja8YCxmoYTtHLKy8uj8ePHU1RUFEVHR9OAAQPozz//dCsjvuy6uI9Go6GbN2+6Lffvf/+bdDodzZkzp8xtF7Z582ZKTEykqKgoatWqFc2dO9ftMlhZ6hTd6YBcE+L58ccfKSEhgYKDg+mee+6h/v3706FDh2pkPNnZ2TRhwgSKioqi8PBwioiIoD59+tC2bdt8Jp6hQ4eSv7+/23dBr9fT559/Xqb6akI8Nel4UNrt48oXjweM1SQyoiIGj2GMMcYYY9WCn+JkjDHGGPMxnKAxxhhjjPkYTtAYY4wxxnwMJ2iMMcYYYz6GEzTGGGOMMR/DCRpjjDHGmI/hBI0xxhhjzMdwgsYYY4wx5mM4QWOMMcYY8zGcoDHGGGOM+RhO0GoBk8mEDh06oEOHDjCZTNXdHVYO169fx+zZs9GoUSPs2LGjWvrwr3/9CyEhIdi8eXO1tO8riAgLFixAu3btoNVqodfrMWDAAPz2229FLvPHH3+gX79+iIqKQvPmzTFp0iQUFBRUWP2lbaOsDhw4gJEjR1ZonVXp2rVrmDRpEtq2bVui8mvXroVMJvP4DB06tJJ7ylgxqvdVoIyIKCcnx+1FxM2aNaPo6GgKCQkhAKTVaik6Opqio6OpYcOGJJPJCADNmzePiIgOHjwoLV/Ui719SZMmTQiAFFN0dDS988471d2tardx40b629/+Jm3L7du3V0s/4uLiCAC9+OKL1dJ+RSkoKKD58+dTkyZN6OzZs8WWzcjIoGeeeYaioqKofv36FBcXR4mJidK2UCgU0r9VKhUFBgbe8YXn6enplJSURImJiWQwGIiIaNWqVdSpUyeKioqSvt/e6l+9erXXfq5fv540Gg198MEHRESUmZlJTZo0Ia1WS02bNqX77ruPfv311zuum6tXr9Lrr79Obdq08Tp/6NChpNFo6Nq1a3esq3Bcbdq0oS+//PKOy5Rm+5TUhQsX6NVXXyU/P79iX9ReWOfOnb1uw/3791dIvxgrC07QfMDFixfJ39+ffv75Z7fp06dPJwCUlJTkNv3MmTPUsWNHmj17NhER2Ww2Sk5OpuTkZLLZbFXW77ISEzTmXXR0dLUmaEuWLKGEhAT6448/qqX98jIajTR37lxq3Lix9ENbXALw+++/U3BwME2cOJEsFgsREU2aNIkAUOfOnSknJ4dsNhutW7eOwsPD75iYAaD4+HgiIjpx4gTJZDIaN24cTZ48mQICAmjHjh20ceNGCgkJocDAQHr++ec96g8KCqLr16+79fP8+fMUGBhIffv2JSIis9lMvXr1oujoaKmNlStXkkqlopUrV3qNtSQJzMWLF0mpVBIAmjlz5h3Xt2tcRETHjx+n8PBweumll7yWL+32KY1Lly5RQUEBLVy4sMQJ2pYtW6hbt250/Phxt89ff/1VIX1irKz4V9IHHD9+nCZNmuQxvagEjYjo6NGj9MYbb1RF9yocJ2jF69q1a7UmaDVdXl4eZWZmUnp6Osnl8mITAKPRSE2aNKEuXbq4TR8yZAi9+OKLBIDef/99afrWrVulpGLGjBl09epVun79Oj355JMEgBYsWECBgYE0d+5caZkuXbpIZ73fffddqf7U1FRasGABAaAVK1Z41P/VV1+59Wn06NEEQEq+xo8fTwDowIEDUhtpaWk0bNgw8vf3pzNnznjEW5IE5o033pDOEEZERBT7R9/atWvd4hIVjstVabZPWaWlpZU4Qbv//vvpp59+qtD2GasIfA+aD5DL5RgwYECplmnVqhViYmIqqUesOqlUquruQo0WGBiI8PBwREdHIywsrNiyX3/9NTIyMvDwww+7Te/evTtmzZoFlUqF2bNnw2AwAACaNWuGhg0bAgC0Wi3q1auHOnXq4IcffgAA+Pn5IT8/H4MHD5bqio+PBxEBAEaNGiXV3759ewwfPhwKhQITJkyAw+HAAw88gA4dOgBw3o8ostlsWLVqFQCga9euOHfuHObPn4+4uDh06dIFCQkJICKkpKRgxIgRMJlMmDx5ske8DRs2hFarRUJCgtf1UVBQgJSUFHz33XdQqVS4dOkS1qxZ47WsIAh4/fXXIZPJpLhEheNyVZrtU1ZarbZE5Q4ePIi9e/ciIyMDJ06cqJS+MFZWnKD5gBYtWiAxMbHUyz377LOV0BvGao87/VD/8ssvACAlXaJ//OMfCA4ORseOHZGTk4NNmzZJ5ZKSkgAATZo0AQDs2rULeXl50Gg02L59O+Lj4xEZGSnVFRAQAADQaDSoW7euVL84r1WrVrh06RI2btwIANIfXmL9hduIiIjAihUrYLfb0bVrVwBAmzZtAEBqH3De+J6dnV2q9bJs2TJ07NgRf/vb3zBo0CAAwCeffOK17KFDh3Dq1CkQEerVqweZTCY92BIQEAClUolLly5BqVSiadOmXuuw2+0AgMTERMjlcunm/Dp16iAmJgbPP/+81+XuRCaTlajcv//9b5jNZrzwwgu455570LlzZ/z8889lapOxisYJWi2QmpqKsWPHSj8Ernbt2oWePXtixowZAIA1a9agdevWCAgIQP/+/XHt2jUAzidBJ06ciHr16iEkJASvvPKKdPB0ZbfbMW/ePMTHx6NRo0YICwvDU089hQsXLlRYPAaDAa+88gri4uIQHh4uHbRfeeUVj7JpaWkYNmyYFFPbtm2xcOFCr/Xm5uZi8uTJaNWqFZo2bYro6GhMmDABN2/e9CjrcDjw2WefITExEbGxsahbty4effRR7N6926PszZs38dZbb6FOnToAgMzMTDz11FOoU6cOoqOjsXr16iJjXbRoETp16oTmzZujcePGmDJlitf1Djh/fLt27Yro6GioVCppveTk5BRZf2mXv3HjBj788EO0aNECixcvdlv+5MmTGDlyJB588EEAwO+//46ePXtCp9MhISEBR48e9dru1atX8eKLLyI2NhaNGzdGy5YtMWvWLK9PHl64cAHPPfcc2rZti6CgILRo0QLvv/8+BEEoUYyF3emH+saNGwCc+4Y3YpJ06NAhAM4kKzs7GxqNBn369AHg/P4BQEREBL7//nsMGTLErY6TJ08CAKxWq8fZJMA9uQKArKwst/oLtwEAGzZsAOA8owcAwcHBAIAjR46gTp06iIiIgNVqxZ49e7zGVdR6mTdvHl577TUAwKuvvgoA2L17Nw4fPuxRVuzDfffd5/VMmJjgFWXs2LHS+t+3bx9OnTolJbZNmzbFqVOnsGDBgmLrKI/s7GxkZWUhNjYWCoUCAPDbb7+hT58+ePXVV6WznoxVm+q9wsqKU9w9aKJ33nmH2rdvL923Ijp79qx0XwwAmj59On3++efk5+dHDRo0kKb37duXTCYTdevWjYKDgyksLEyaN2vWLLe2rFYr9e7dm8aMGUMmk4kEQaBPP/2UAFDDhg3p8uXLJYrrTvegPfbYY5ScnEwFBQVERLRz504KDw+n8ePHu5XbtGkTNW3alHbt2kVEzhugxXUxY8YMt7IZGRkUExND//jHP8hsNhMR0bvvvksAqFWrVmQ0GqWyZrOZ+vTpQ127dqUrV64QEdGpU6eodevWJJPJ6D//+Y9U9pNPPqFGjRpJ6+z8+fMUFRVFDRo0IH9/fwJASqWS0tPTPeIcPXo0hYSE0M6dO4mI6PLly25PDrreg/bbb79RUFAQ7d27l4iIDAYDjRkzhgDQzZs3i1vdJV5+165d9MQTT0j3Sy1atIiIiCwWC7388suk1WoJAPXo0YM2b95MAQEB1LhxY+kJxJiYGLLb7W7tHj58mOrWrUtz5swhm81GgiBI93bdf//9JAiCVPaPP/6gyMhIWrduHRERZWdnS0+1jho16o4xeiPua0Xd4/T0008TABoyZIjX+UOGDCEA9OyzzxKR8541Pz8/tydcxQcKmjdvTjKZjDIyMtzqiI+Pl7Zpdna2Rxvi+ujVq5fX+l3buPfee4mIKCAggADQ0qVLiYho8+bNbm20atWKANDbb7/tNa6zZ8963KO1efNmj6c6xfshxfhdPfLII9K87t27e+yzYlyF2yEi2rZtm/SEuuv2+eqrr6RlLl686LXvJeEtvuLcvHmTFi5c6HZsnDZtWpnbZ6wicILmw0qSoBE5E5PCCZqYhAwePJgAULdu3Wj69OmUn59PRETfffcdASCZTEbJycm0dOlS6cd1xowZBIBiY2Pd2nnrrbeodevWHj/CDz/8MAGgkSNHliiu4hK08+fPEwD64Ycf3KYvWbLELUHLysoivV5Py5cvdysnDjkil8vp1KlTREQkCAJ16dKF4uLiyOFwSGWvXLkirTfXYQ0mT55MMpmMTp8+7Vb3iRMnSKVSkUKhoIMHDxKRM3n566+/pHqSk5Np9+7dRESUn58v/VAWHkbks88+IwC0bNkyt+np6elSguT6Y/fss89Sx44d3crabDaKiYkpUYJWmuUfeOABtwRNjFO88btZs2Y0bNgwOnfuHBE5H3JRq9UEgPbt2yctYzQaqWnTptS7d2+3+vft2yetr99//52InMl/8+bNac6cOW5lr169Kt1Ivm3btjvGWdidErTvv/9eShQKJ1ZERElJSQSAXnjhBSIi+vjjj6lu3bpuiZaY6NarV48SEhI86mjZsqUU76VLlzzmT5kyhQBQmzZtvNbv2ka3bt2ooKBAqm/9+vVE5P5wwaVLl6TEqqgnKb0lMP369XPb5kREK1eulNZPVlaW2zwx8ZwwYQL16NHDY58V4/KWKE2YMIEASA8jiNsnLy9PWubAgQNe+14SpU3QRLm5udI2V6lUXh+0YKyq8CXOWqBevXoe0zQaDQAgOjoaANClSxfMmDFDugw6cOBAREdHg4iQnJyMESNGSKf5x40bBwA4f/68VJ/VasW8efPw2GOPSeVE4mCQa9euLfOlKFFmZiYAYMGCBW6X+oYOHYrAwEDp/wsXLkR+fr7HwxViXwRBwNq1awE4L8UcPHgQzzzzDOTy27t8/fr1MXXqVPTt2xddunQB4Lxc+eGHH6Jdu3bS5SNRbGwsHn/8cTgcDvzrX/8CAKjVarf7az755BPpHqWAgABpoEvXdVlQUIBp06ZBr9cjOTnZrY3o6Gi0bt3a63o5fPiw2yUrpVLpcXN2UUqzvLf9yTXOgIAALFu2TLr817JlS3Tr1s0jzoULF+LcuXMYM2aMW12dO3fG2LFj8fjjj0v3W61btw7p6ekel8Xq1asn3bf13XfflSjW0ujfvz9GjBgBs9mMRx55BMeOHQMAnDt3DpMmTZIubTZp0gTZ2dmYPXs2lixZAr1eL9WhVqsBOC+ZuT4cIHK9fOq6nEjcJ41Go9f6XdsgIrf7yvz9/QE4v5+ubYh1ms3mEq2HU6dOITU1FcOHD3eb/sQTTyAyMhJmsxkpKSlu88R+iH0oKi5vXPvrKjAwECEhIQCc+2dVCwoKwsaNG9GkSRPYbLZib09grLJxglYLFPfUn5iouSY3IvHGaPHeKZF4P4nrPUKpqanIyclBSkoKWrZs6fb55ptvEBoaCrVaXeRNySUVFxeHevXq4ccff0SnTp2km7M1Gg1mzpwpldu2bRuICO3bt3frS7t27RAaGorQ0FAp2St887WrWbNmYePGjWjUqBEAYPXq1bBYLEXe1NyvXz8AwJYtW6QfGdf1X/henAYNGgBwX5c//vgjsrOz0aFDB68/Qt5+xHv16gWHw4H7778f//znP5GVlQUAmDJlinT/UXFKs3xR+5M4PSQkxCNJ9xZnUetdoVBgwYIFWLNmjbRfbtu2DYBz/RbevwRBQGhoaLn3raIsWbIEn332GbRaLXr37o37778fn3/+Oe655x5pGycmJuK5557DP//5T7d7wwBnog8478/0lqCJiYpKpfJ6c77Yxs2bN73W79qG0WiUkjUA0n1S4n2EOp0OWq1WqvPrr79GWFiY28fbfWkff/wxrFYr2rZt67buW7VqJW3Tzz77zO0eOtek0ZuikjAA0kNR3u7JIyKo1Wq0bNlSmjZgwACPOMLCwvDee+8V2UZZBQUF4c033wQAnD59usLrZ6ykqv5PFOYzivoL19t08czIW2+9JZ1hqwx+fn5YvXo1hgwZgj///FM6u/XRRx9JT6yJ/dHr9SV6NP7cuXMAvP8YFJaWlgag6Juo77nnHgCAxWJBZmYmGjVqVOyN6GIC5vojJp6VKc0QAy+//DLS0tLw1VdfYe7cufj888/xyiuvYMqUKUWewajI5YHib7j3Fmdp1ru4f6WmpsLPz69E/akoMpkM48aN89ivx48fD8D5h8zu3bsRGRmJiRMneiwvnrVVqVRo3Lixx3xx/YaHh3ttX0yu6tSpg4kTJ2LPnj0eZ4bFZOfy5cvQ6/VQq9WwWq0wGo0AID3s0759e7c6CwoKPB7GsNlsbv/Pzc3F8uXLcfz4cbc+ivuneFb8/PnzCA4OxqZNm5CUlIT69esjLS1N6kNRcXkzePBgzJ8/H/v27XObfuHCBeTk5ODpp5922y9zc3O9JuiV9Wo78UEYbw9eMVZV+AwaKxHxcqP4RFplSkpKwvHjxzF16lQEBATg4MGD6Natm9vj/na7HdevXy/RE4ziD0xJ/hoWD/iXLl3yOl+8/AI4/9IuC/Gp0cI/lMVRKpVISUnB9u3bkZCQIF0O69y5s3SmsDKXL4vSrPeq3L9KIisrC0uXLgUA9OzZEydPnsRHH33ktWz37t0BOLeneGbSlZhoeDszCkB696Z4edFmsyE7O9vtk5+fD8B5qfrmzZuIi4sD4EzYACA9PR0A0LdvXwC3E7YtW7aAnPcaS5+ePXu6tZ+SkoK+fft6JJBi265PORsMBmm/FRPTy5cve03exT54o1KpsHnzZumsrMFgQG5uLl588UU0a9YM77//vlv5HTt2eMRBRNLT6RVNPCNc1HhxjFUFTtBYiYgHrDVr1hQ5DMTevXthsVgqpL2goCDMmjUL6enpGD58OIgIEyZMkM7KNGjQAESElStXel2eiKQxmcTLl0WVFQRBGlJCvGfv9OnTXs/8iLFHRkaWOUETf6gzMjJKvWzPnj2xb98+fPfdd6hbty7S0tIwZcqUKlu+NO603g0GgzRP3L9WrFhRZH3iZdCq8OabbyInJweRkZEoKCjAV1995ZGEOBwOXLhwwe3l5jt37vSoSzzD5O1+sDVr1kjJlThYbs+ePUFEsNvtOH/+vJSMjBgxQmqjd+/eACDdM7dv3z7I5XIMGTIEWVlZyM3NhU6nk5LHohARPv30U69nxV0Toa1bt0rTQ0NDAcCtD+JZT3HYDOB20gh4v9z5ySefSN+nvn37IiEhAZGRkdi3b1+RZxurytGjRxEVFYVHHnmkWvvB7m6coLES6dSpE/z8/HD+/HlMmjTJY77JZMJ7770n3fNWVr/99hu++OIL6f/16tXDN998gyeeeAJ2ux0HDx4E4Bx7CQCmTp2KM2fOeNSzZMkS6eyCeMbgt99+w08//eRRdsGCBVK/H330UQDOswebN2/2KCuO91Z4rKvSEO+/+fPPP91Giy/M9XLhuHHj3B7AGDhwILZs2QLAmRjfSXmXLwtxva9du9brGGkzZ86ULgmK2/Ojjz6StrGrHTt24MCBA5XSz8I2bNiAL774AgEBAYiJicG3337rca/g1atXMWrUKJw5cwarVq1Chw4doNPppLNuoqNHjyI9PR2BgYE4c+aM2/Zet24dUlJSkJ+fj6ioKLezNa71i6ZPny61MXr0aMjlcuzcuRNHjx7FH3/8gTFjxiAmJka6bDhw4MA7fh+NRiOIyO32AW969eol/WHxzjvvAHBeBoyKisLx48elBzkWLVoEs9mMnJwcpKWlSffcZWVlISsrS9qn9+/f73b/4/bt23Hs2DF8+umnUl3lISZ+xV1eFwTB6xiIADBnzhwsXLiw3MczxsqlKh4VZWXz2muvEQDq0KFDseUsFov0aLrVanWbJz7qPnXqVI/lxLGLtm7d6jZdEASv9b388svS9EGDBtGePXvo4sWLtHXrVuratSt9+umnJYqruGE2Dh06RG3atJHGQBPNmzePAEhDWFy4cIF0Oh0BoLp169Lnn39OZ86cob/++oveffddatGihTSkSEFBAUVGRhIACgkJof/+979kMpnoypUrNHPmTIqNjZWGJSEiSk5OJgAew0MQEb366qsUEhJC165dk6a5DntQ+L2FixYtIgA0fPhwaZrVaqWoqCgC4DG2GxFJQxZs2LBBmtavXz/6+uuvPcrq9Xp68MEHva5LV6VZftiwYQSAvvjiC7fpP/30U5HDvojjibkuc+XKFQoKCiIA1LhxY/rpp5/IYrHQuXPnaPz48W71GI1GaQyqgIAAevfdd+nkyZN0+vRpWrBgATVp0qRM42JFREQQAK/j0HmzZcsW0ul0FBQUREqlkoKDgyk0NNTtIw4N0bhxY7JarRQWFkYffvghff3116RUKqWhUzIyMqhdu3aUlJRES5YsIQD00UcfERFJZcWXlgcEBHit33WcONflli1bRi+88AIBoBYtWlBSUpI0lt/AgQPJz8/PY5gYV6dOnZKGo4mMjPQYQqOwGzduuL0oXhyOY/ny5QSAxo0bJ80LDAyUYpg9e7bbUBspKSlERLRs2TJpuutHJpNRQEAAde3atVzvxxTrV6vVRa6HRx99lBQKBY0fP14a1iQzM5NeffVV2rRpU5nbZqyicILmo3JycqhNmzbSGETHjx8vsuzPP/8sHeA2b94sTXc4HNSzZ08p2XA92F+9elUalHbmzJlu9e3YsUOq75dffpGmG41GSkhI8Hpg7devn8ePSVHulKABoD59+khjI924cYPi4+OpT58+bm2sWLGClEqlR180Go00+Kto79690uCerp+AgADav3+/W9mcnBxq164dAaDXX3+dzGYzCYJA3377Len1etq4caNb+V9++UWq79dff3Wb99JLL0k/oiaTSZq+f/9+qT+zZ88mq9VKgiDQokWLpB/tMWPG0N69e8lut1O/fv1Ip9PR4sWLpXHovvnmG1Kr1bRjx447rvOSLm80Gik6OtojqSQimjZtGgGg8PBwtx90m81GHTp0IAA0YsQIt2XWrFnjdRvVr1/fI2nauXOnlHQX/tEuPN5dSZw5c4ZUKhUB8JqcukpNTaUXXniBFAoF3XvvvdJYdMV9Xn/9ddq8eTPJZDI6f/48ETkHe01MTKSoqChq1aoVzZ07lywWCxERPf/88xQaGkqffPJJiev3RmyjadOmpNVqKTIykq5cuUKCINC8efNIrVbTqlWrio1XHB9R/KjVao/BcUUfffSRNKCs6yckJIQsFosU15QpU6hBgwak0+lIpVLRuHHj6OzZsxQWFkYzZ86knJwcqU5BEGjgwIFu31lxvDvxo1AopHHySmr//v1ug80CzoGiY2JiPMpu376dOnfuTDqdjoKDg+nRRx+lOXPmeB1MmLHqwAmaD3rwwQelgT/Fj/iXrjiyvWjkyJHSSO7iQW348OF05MgR0uv1bnXo9XravHkzvf3226TRaNzm1atXj27cuEF9+vRxO1DK5XIaM2aM1J7JZKLp06dTs2bNSK1WU9OmTemtt96SfoRKoiQJmvhp2LAhtW7dmmbNmuV2lku0d+9e6t27NwUGBpJOp6OHHnqoyAEujx07RgMGDKCgoCAKDAykxx9/vMjE12g00rRp06h58+YUGhpKbdq0oZEjR9KxY8fcyj3zzDMe6/+hhx6ikydPUv369d1iCQwMdEvujh49So8++igFBARQ/fr16fHHH6dVq1ZRz549qW3btvTaa6/Rpk2bpARNrEer1VKLFi2oT58+Jf4BK8nyP/zwg3TGS/yEh4fTlStXKCYmxm26v78/vfXWW7R06VKqU6eOxzI3btyQ6t2zZw898MAD5O/vT3q9np5++mmvA7YSEaWlpdGgQYMoJCSEtFotJSYmlulsRmRkpEdi2KBBA0pNTXUrt3jxYgoMDKRGjRrR0KFD6eeffy5VO8899xwlJiaWqKwgCPTJJ5/QPffcQ82aNaPExETprQlllZeXR+PHj6eoqCiKjo6mAQMG0J9//llk+dIkMCVVlrgiIiI8klRx+5jNZjp16hQ98cQTNHHixDL3i7GaTkbELxxjVatp06bIyMjgd90xdpd66KGH8Mwzz3gMjOtqw4YN2LJlC/7v//6v6jrGmA/hhwQYY4xVmU2bNmHr1q13fFPAf//7X2nYEMbuRpygMcYYqzLik6l///vf8dVXX7m9CgtwDnD87LPPoqCgQBrKg7G7EV/iZFWOL3EydvcyGAzo27cvdu/eDcD5JocGDRrA398fubm5uH79OgYPHoylS5d6fTUWY3cLPoPGGGOsygQEBGDHjh348ssv0aNHDwQFBeH69eswGAzo1q0bfvzxR6xcuZKTM3bX4zNorMqJZ9DEUfsBYMyYMXjjjTeqsVeMMcaY7+AEjTHGGGPMx/AlTsYYY4wxH8MJGmOMMcaYj+EEjTHGGGPMx3CCxhhjjDHmYzhBY6ySWK1WzJkzB7GxsYiOjkaPHj2wc+fOIsv/8ccf6NevH6KiotC8eXNMmjQJBQUFVdJ2TWnfarWiefPm0kev10Mmk2Hx4sVl6idjjPms6noJKGO1mdlspl69elFcXBxlZGQQEdHKlStJpVLRypUrPcqvX7+eNBoNffDBB0RElJOTQ0lJSZSYmEgGg6FS267J7U+fPp0A0KJFi0rVR8YY83WcoDFWCcaPH08A6MCBA27Thw0bRv7+/nTmzBlp2vnz5ykwMJD69u3rVvbEiRMkk8lo3LhxldZ2TW+fEzTGWG3FCRpjFezs2bOkVCopLi7OY97GjRsJAA0dOlSaNnr0aALg9exSly5dSCaTUVpaWqW0XdPb5wSNMVZb8T1ojFWwFStWwG63o2vXrh7z4uPjAQBr165FdnY2bDYbVq1aBQBeyyckJICIkJKSUuFtA6h17TPGWG3BCRpjFWzDhg0AgGbNmnnM0+v1iIiIgNVqxZ49e7Br1y7k5eVBo9EgIiLCo3ybNm0AANu3b3ebPnfuXAQGBuL9998vc9sAamz7jDFW23GCxlgFS01NBQA0atTI6/zg4GAAwOHDh6Wy3pIT17JHjhyBw+GQpi9ZsgQGgwFLly4tc9uu5Wta+4wxVttxgsZYBTKbzTAYDABuJxeF1alTBwCQlZWF69evl6is3W5Hbm6uNH3q1Kno2LEjpk6dWua2AdTY9hljrLZTVncHGKtNxHurAMDf399rGbnc+XeR2WyWxvm6U1mxvCg5ORnJycnlatt1mZrWPmOM1XZ8Bo2xCqRWq6V/E5HXMlarFYDzniyx/J3KiuUrsm3XZWpD+4wxVptwgsZYBXJNuoxGo9cyOTk5AICwsDDUr1+/RGV1Oh20Wm2Ftg2gVrXPGGO1CSdojFUghUKBuLg4AMDly5e9lrl27RoAoH379mjbtm2Jy1Z02wBqVfuMMVabcILGWAXr3bs3AODYsWMe87KyspCbmwudTofu3bujV69eUKvVyMzMlG6cd5Weng4A6Nu3b4W3DaDWtc8YY7UFJ2iMVbDRo0dDLpd7fTn4vn37AAADBw6ERqNBUFAQhg4dCgBFlpfL5RgyZEiFtw2g1rXPGGO1RrW9w4CxWuyFF14gAJSamuo2feDAgeTn50enT5+WpqWnp5NOp6MBAwa4lT1y5AgBoLFjx3rUv3z5curUqZPX1yOVpu2a2r6IX/XEGKutOEFjrBIYDAbq2LEjxcfHU3Z2NgmCQPPmzSO1Wk2rVq3yKP/111+TUqmkZcuWERFRRkYGtWvXjpKSkshoNHqUb9WqFQGg1q1bl7vtmti+iBM0xlhtxZc4GasEOp0O27dvR0JCAjp16oSYmBj88ssvOHToEAYNGuRR/sknn8TGjRvx2WefoVmzZnj44YcxYsQIbNu2zesYYU8++SR0Oh2eeuqpcrddE9tnjLHaTkZUxABEjDHm42bMmIG3334bixYtwqhRo6q7O4wxVmH4DBpjjDHGmI/hBI0xxhhjzMdwgsYYY4wx5mM4QWOMMcYY8zHK6u4AY4yVlNVqlV4nBQA3btyoxt4wxljl4ac4GWOMMcZ8DF/iZIwxxhjzMZygMcYYY4z5GE7QGGOMMcZ8DCdojDHGGGM+hhM0xhhjjDEfwwkaY4wxxpiP4QSNMcYYY8zHcILGGGOMMeZj/h9JdmWjaITC7QAAAABJRU5ErkJggg==",
+ "image/png": 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",
"text/plain": [
""
]
@@ -1509,7 +1510,7 @@
},
{
"cell_type": "code",
- "execution_count": 43,
+ "execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
@@ -1518,22 +1519,22 @@
},
{
"cell_type": "code",
- "execution_count": 44,
+ "execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- ""
+ ""
]
},
- "execution_count": 44,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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",
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",
"text/plain": [
""
]
@@ -1564,7 +1565,7 @@
},
{
"cell_type": "code",
- "execution_count": 45,
+ "execution_count": 13,
"metadata": {},
"outputs": [
{
@@ -1590,7 +1591,7 @@
},
{
"cell_type": "code",
- "execution_count": 46,
+ "execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
@@ -1614,7 +1615,7 @@
},
{
"cell_type": "code",
- "execution_count": 47,
+ "execution_count": 15,
"metadata": {
"scrolled": true
},
@@ -1626,7 +1627,7 @@
},
{
"cell_type": "code",
- "execution_count": 48,
+ "execution_count": 16,
"metadata": {},
"outputs": [
{
@@ -2003,13 +2004,13 @@
" fill: currentColor;\n",
"}\n",
"<xarray.Dataset> Size: 379kB\n",
- "Dimensions: (time: 183, range: 28, dirIMU: 3, dir: 4, beam: 4,\n",
+ "Dimensions: (time: 183, dirIMU: 3, dir: 4, range: 28, beam: 4,\n",
" earth: 3, inst: 3, q: 4, time_b5: 183, range_b5: 28)\n",
"Coordinates:\n",
" * time (time) datetime64[ns] 1kB 2020-08-15T00:22:30.001030683 ....\n",
" * dirIMU (dirIMU) <U10 120B 'streamwise' 'x-stream' 'vert'\n",
- " * range (range) float64 224B 1.2 1.7 2.2 2.7 ... 13.2 13.7 14.2 14.7\n",
" * dir (dir) <U10 160B 'streamwise' 'x-stream' 'vert1' 'vert2'\n",
+ " * range (range) float64 224B 1.2 1.7 2.2 2.7 ... 13.2 13.7 14.2 14.7\n",
" * beam (beam) int32 16B 1 2 3 4\n",
" * earth (earth) <U1 12B 'E' 'N' 'U'\n",
" * inst (inst) <U1 12B 'X' 'Y' 'Z'\n",
@@ -2018,18 +2019,18 @@
" * range_b5 (range_b5) float64 224B 1.2 1.7 2.2 2.7 ... 13.7 14.2 14.7\n",
"Data variables: (12/38)\n",
" c_sound (time) float32 732B 1.502e+03 1.502e+03 ... 1.498e+03\n",
- " U_std (range, time) float32 20kB 0.04232 0.04293 ... nan nan\n",
" temp (time) float32 732B 14.49 14.59 14.54 ... 13.62 13.56 13.5\n",
" pressure (time) float32 732B 9.712 9.699 9.685 ... 9.58 9.584 9.591\n",
" mag (dirIMU, time) float32 2kB 3.534 3.565 ... -197.1 -197.1\n",
" accel (dirIMU, time) float32 2kB -1.261 -1.263 ... 9.714 9.712\n",
+ " batt (time) float32 732B 16.48 16.48 16.48 ... 16.25 16.26 16.26\n",
" ... ...\n",
- " boost_running (time) float32 732B 0.1267 0.1333 0.13 ... 0.2267 0.22 0.22\n",
" heading (time) float32 732B 3.287 3.261 3.337 ... 3.331 3.352 3.352\n",
" pitch (time) float32 732B -0.05523 -0.07217 ... -0.04288 -0.0429\n",
" roll (time) float32 732B -7.414 -7.424 -7.404 ... -6.433 -6.436\n",
" water_density (time) float32 732B 1.023e+03 1.023e+03 ... 1.023e+03\n",
" depth (time) float32 732B 10.28 10.26 10.25 ... 10.14 10.15 10.15\n",
+ " U_std (range, time) float32 20kB 0.04232 0.04293 ... nan nan\n",
"Attributes: (12/41)\n",
" fs: 1\n",
" n_bin: 300\n",
@@ -2043,7 +2044,7 @@
" range_offset: 0.6\n",
" declination: 15.8\n",
" declination_in_orientmat: 1\n",
- " principal_heading: 11.1898- fs :
- 1
- n_bin :
- 300
- n_fft :
- 300
- description :
- Binned averages calculated from ensembles of size "n_bin"
- filehead_config :
- {"CLOCKSTR": {"TIME": "\\"2020-08-13 13:56:21\\""}, "ID": "STR=\\"Signature1000\\",SN=101663", "HW": {"FW": 2212, "FPGA": 169, "DIGITAL": "\\"I-3\\"", "INTERFACE": "\\"H-2\\"", "ANALOG": "\\"G-1\\"", "SENSOR": "\\"D-1(AHRS)\\"", "BOOT": 21, "FWMINOR": 11}, "BOARDSENSGET": "AV=23,NB=5,HF=1000,TTR=2.0000,TTRB5=2.0000", "PWR": {"PLAN": 1940.43, "BURST": 1937.69, "AVG": 0.0, "PLAN1": 0.0, "BURST1": 0.0, "AVG1": 0.0, "TOTAL": 1940.43}, "MEM": {"PLAN": 2.733, "BURST": 2.733, "AVG": 0.0, "PLAN1": 0.0, "BURST1": 0.0, "AVG1": 0.0, "TOTAL": 2.733}, "PRECISION": {"AVGHORZ": -9.99, "BURSTHORZ": 2.6, "BEAM5": 1.62, "AVGBEAM": -9.99, "BURSTBEAM": 1.55}, "PLAN": {"MIAVG": 600, "AVG": 0, "DIAVG": 0, "VD": 0, "MV": 10, "SA": 32.0, "BURST": 1, "MIBURST": 1, "DIBURST": 0, "SV": 0.0, "FN": "\\"S101663A007_sea_spider.ad2cp\\"", "SO": 0, "FREQ": 1000, "NSTT": 0}, "BURST": {"NC": 28, "NB": 5, "CS": 0.5, "BD": 0.1, "CY": "\\"ENU\\"", "PL": 0.0, "SR": 1, "NS": 1, "VR": 2.5, "VP": 0.0, "DF": 3, "NPING": 8, "CH": 0, "ALTI": 0, "VR5": 2.5, "BT": 0, "DISV": 0, "ECHO": 0, "RAWALTI": 60, "ALTISTART": 0.1, "ALTIEND": 30.0, "HR": 0, "HR5": 0}, "XFBURST": {"ROWS": 4, "COLS": 4, "M11": 1.1831, "M12": 0.0, "M13": -1.1831, "M14": 0.0, "M21": 0.0, "M22": -1.1831, "M23": 0.0, "M24": 1.1831, "M31": 0.5518, "M32": 0.0, "M33": 0.5518, "M34": 0.0, "M41": 0.0, "M42": 0.5518, "M43": 0.0, "M44": 0.5518}, "USER": {"POFF": 10.2, "DECL": 0.0, "HX": -48, "HY": 48, "HZ": 0}, "INST": {"BR": 9600, "RS": 232, "LED": "\\"OFF\\"", "ORIENT": "\\"AHRS3D\\"", "CMTOUT": 300, "DMTOUT": 60, "CFMTOUT": 60}, "COMPASSCAL": {"DX": 155, "DY": 778, "DZ": -486, "M11": 31481, "M12": 1726, "M13": -1109, "M21": -1955, "M22": 32767, "M23": 379, "M31": 750, "M32": -1851, "M33": 31699}, "READAHRS": "STR=\\"OSv6_a2_V5101_0.6 Oct 3 2019, SerialNumber=60004222,type=OS3DM\\"", "RECSTAT": "SS=512,CS=32768,FC=127813877760,TC=127848677376,VS=127848677376", "BEAMCFGLIST": ["BEAM=1,THETA=25.00,PHI=0.00,FREQ=1000,BW=25,BRD=1,HWBEAM=1,ZNOM=60.00,DIA=0.0", "BEAM=2,THETA=25.00,PHI=-90.00,FREQ=1000,BW=25,BRD=1,HWBEAM=2,ZNOM=60.00,DIA=0.0", "BEAM=3,THETA=25.00,PHI=180.00,FREQ=1000,BW=25,BRD=1,HWBEAM=3,ZNOM=60.00,DIA=0.0", "BEAM=4,THETA=25.00,PHI=90.00,FREQ=1000,BW=25,BRD=1,HWBEAM=4,ZNOM=60.00,DIA=0.0", "BEAM=5,THETA=0.00,PHI=0.00,FREQ=1000,BW=25,BRD=1,HWBEAM=5,ZNOM=60.00,DIA=0.0"], "BEAMIMPLIST": ["BEAM=1,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=2,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=3,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=4,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=5,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00"], "LISTLICENSE": ["KEY=\\"C390Y1LU32C1B\\",DESC=\\"Averaging Mode\\",TYPE=1", "KEY=\\"6F2UB3HTH2C1B\\",DESC=\\"Burst Five Beams\\",TYPE=17", "KEY=\\"R0X9JSZPH2C1B\\",DESC=\\"128GB Recorder\\",TYPE=14"], "CALCOMPGET": "DX=155,DY=778,DZ=-486,M11=31481,M12=1726,M13=-1109,M21=-1955,M22=32767,M23=379,M31=750,M32=-1851,M33=31699", "CALTEMPGET": "SC=0.99906", "CALTILTGET": "PO=0.00,RO=0.00,MAGG=1,HO=0.00", "CALACCLGET": ["AX=1.000000E+00,B0X=1.791816E-02,B1X=-1.795970E-02,B2X=6.661898E-04,B3X=0.000000E+00,A1X=1.146936E-05,A2X=7.326843E-06,A3X=0.000000E+00", "AY=1.000000E+00,B0Y=9.597497E-03,B1Y=-8.430577E-03,B2Y=9.310668E-04,B3Y=0.000000E+00,A1Y=7.215003E-05,A2Y=1.361528E-06,A3Y=0.000000E+00", "AZ=1.000000E+00,B0Z=1.290458E-02,B1Z=2.959575E-02,B2Z=2.331257E-03,B3Z=0.000000E+00,A1Z=1.164268E-04,A2Z=-2.166612E-06,A3Z=0.000000E+00"], "CALGYROGET": ["AX=1.094973E+00,B0X=-2.672331E+00,B1X=-1.493178E-03,B2X=9.496510E-05,B3X=0.000000E+00,A1X=2.702698E-04,A2X=8.100271E-05,A3X=0.000000E+00", "AY=1.080807E+00,B0Y=3.432283E-01,B1Y=7.219538E-04,B2Y=1.416728E-04,B3Y=0.000000E+00,A1Y=9.466633E-04,A2Y=-4.216283E-05,A3Y=0.000000E+00", "AZ=1.085556E+00,B0Z=-9.442614E-01,B1Z=6.433576E-04,B2Z=-1.306087E-05,B3Z=0.000000E+00,A1Z=1.430541E-03,A2Z=-7.494539E-05,A3Z=0.000000E+00"], "CALPRESSGET": "MT=1,RREF=4.5264760000e+02,RB0=7.7074756250e-01,RB1=-7.5541806250e-02,RB2=4.9886362500e-04,RB3=-1.4193179690e-07,T0=-2.4234620000e+03,T1=1.8815180000e+00,T2=-5.0111803130e-04,T3=4.7281500000e-08,ID=\\"K244314\\"", "CALPRESSCOEFFGET": ["A0=6.3850020000e+00,A1=-5.6274000000e-03,A2=1.6346411250e-06,A3=-1.6029240630e-10,B0=-2.6056009380e-01,B1=3.1699690630e-04,B2=-9.0774206250e-08,B3=8.5142393750e-12", "C0=-1.2762860000e-03,C1=1.1561740000e-06,C2=-3.5109818750e-10,C3=3.5575718750e-14,D0=3.6002040630e-06,D1=-3.3359181250e-09,D2=1.0241850000e-12,D3=-1.0446648750e-16"], "CALROTACCLGET": "M11=0.99144,M12=0.00991,M13=-0.03081,M21=-0.00921,M22=0.99564,M23=0.01131,M31=0.03451,M32=-0.01242,M33=0.98426", "CALROTGYROGET": "M11=1.00000,M12=0.00803,M13=-0.02685,M21=-0.00933,M22=1.00000,M23=0.01646,M31=0.02587,M32=-0.01599,M33=1.00000", "CALECHOGET": "CHA0=0.00,CHB0=-17.69,CHC0=0.00"}
- inst_model :
- Signature1000
- inst_make :
- Nortek
- inst_type :
- ADCP
- burst_config :
- {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": true, "amp": true, "corr": true, "le": false, "altraw": false, "ast": false, "echo": false, "ahrs": true, "p_gd": false, "std": false}
- n_cells :
- 28
- n_beams :
- 4
- ambig_vel :
- 5.066
- SerialNum :
- 101663
- nominal_corr :
- 67
- cell_size :
- 0.5
- blank_dist :
- 0.1
- power_level_dB :
- 0.0
- burst_config_b5 :
- {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": true, "amp": true, "corr": true, "le": false, "altraw": false, "ast": false, "echo": false, "ahrs": true, "p_gd": false, "std": false}
- n_cells_b5 :
- 28
- coord_sys_axes_b5 :
- beam
- n_beams_b5 :
- 1
- ambig_vel_b5 :
- 5.066
- SerialNum_b5 :
- 101663
- nominal_corr_b5 :
- 65
- cell_size_b5 :
- 0.5
- blank_dist_b5 :
- 0.1
- power_level_dB_b5 :
- 0.0
- wakeup_state :
- clock
- orientation :
- AHRS
- orient_status :
- AHRS-3D
- proc_idle_less_3pct :
- 0
- proc_idle_less_6pct :
- 0
- proc_idle_less_12pct :
- 0
- rotate_vars :
- ['vel', 'accel', 'accel_b5', 'angrt', 'angrt_b5', 'mag', 'mag_b5']
- coord_sys :
- principal
- has_imu :
- 1
- beam_angle :
- 25
- range_offset :
- 0.6
- declination :
- 15.8
- declination_in_orientmat :
- 1
- principal_heading :
- 11.1898
"
],
"text/plain": [
" Size: 379kB\n",
- "Dimensions: (time: 183, range: 28, dirIMU: 3, dir: 4, beam: 4,\n",
+ "Dimensions: (time: 183, dirIMU: 3, dir: 4, range: 28, beam: 4,\n",
" earth: 3, inst: 3, q: 4, time_b5: 183, range_b5: 28)\n",
"Coordinates:\n",
" * time (time) datetime64[ns] 1kB 2020-08-15T00:22:30.001030683 ....\n",
" * dirIMU (dirIMU) "
+ ""
]
},
- "execution_count": 50,
+ "execution_count": 18,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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",
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gzTrt0VxQ0PTAfFlZmbp3D7/3pby8vEWvjZnP55PPl7x/XUj3uXX6kPzmkdW27t2n97/eoQVf79QHa3dqb22j3l21Xe+u2i5J6tE1RWcMydekkUUa3iOLxg0AAJ1UZV2jFqzZof98Wa55q8u1t5WRxQoy/RreI0sjirtoeI8sDS/qwisgOjEGBYiNTtug6dOnjwoKCjR37lyNGjVKktTQ0KD58+fr/vvvj3PuEkdRlxRNPranJh/bU8GQoZXbKrTw651a+PUOLd64R1v27NOTH2zQkx9s0FG5aTpvRKFOH5yvoYWZ3CsLAEAclVXU6aP1O7V44x4t3rhXq8sqLT0wmX63RhR30YgeXZobMfmZ/vhlGIiTuDZoqqurtXbt2ubpkpISLVu2TNnZ2erZs6duvfVW3Xvvverfv7/69++ve++9V6mpqbrsssvimOvE5XI6NLxHFw3v0UU3j++nmvqAPly3S69+vk1zV5Vp/c4a/ek/X+tP//lauek+nTawm84cWqBTB3ST181zNwAAHEoNgZA+Wr9LC9bs0MKvd2jN9uoWyxzVLU1nDM7Xtwfn65iePBeb8HixZkzEtUGzaNEijR8/vnn6wLMvV111lZ566indfvvt2rdvn2666abmF2u+++67CfsOms4mzefWGUPydcaQfFXXB/TOF2V6d1WZ3v96p3ZW1+v5xVv0/OItykrx6OyjC3Te8EId2ydbHipPAABioro+oPmrd+idlWWa91W5quoDzWFOh3R0UZaO7Z2t0b266pheXemBAVrhMIxII44fGSorK5WVlaWKigplZmbGOzsJoT4Q1KINe/TvL7frjeWlKq8KD4Od4XPrpP65Gj8wT98anKdcRkMBAKBdSiv26d9fluvfq7bro3W7LC+t7Jbh07cG5umUAd10Yr8cdUn1xjGniauz//47kL+ulz4upzd27w8MNdRqz5zrOu12Hyqd9hkaxI/P7dKJ/XJ1Yr9c/fKcIfpk/S69smyb5n65XbtrGvTWF2V664syOR3S2L45OufoQp01rEDZaVS6AADYGYahldsqNXfVdv37y+1auc36jrxeOak6c2iBzhyar1HFXXmGNYnEelCAZB3ciQYNonI5HRrXL1fj+uVqRsjQ8q0Vem91uf7zZblWbK3QB2t36YO1u/SrV77QuL45Om94oSYMzecvSgCApFYfCOqjdbv07y+36z9fllteZulwSMf07KrTB+frjCF56tstPWl/iAKxQIMGbeZ0OjSyuItGFnfRracP0KZdtXpjRaleX75NK7dV7h89baf+5yWHTu6fq3OGF+qMIfnKSmG4SADAkW93TYP++1W5/vPldi1Ys0M1DcHmsBSPS6cMyNXpg/M1fhC3bKMJPTSxQYMGHdYzJ1X/77S++n+n9VXJzhq9sXybXl9eqq/KqjRv9Q7NW71DXpdTpwzI1TnDu+v0wfnK8NO4AQAcOXZW1+vtL8r0xvJSfVKyyzKscn6mT98enK8zBudrbN8c+T2u+GUUOILRoEFM9MlN04++1V8/+lZ/rS2v1hvLm3puvi6vbnrw8ctyed1OnTagW3PjJo23FAMAEtDumga9s7JMry/fpo/WWRsxQ7pn6vQhTY2YYUWZSfsXc7QRwzbHBL8oEXP98tJ1y+n9dcvp/bVme5Ve39+4Wb+jRu+u2q53V22Xz+3Utwbl6dzhhRo/qJtSvRyKAIDOa29tg95duV2vLd+mD9ftUtDUihneI0vnHN1dZx/dXcXZsRuxCkc+bjmLDX5F4pAakJ+hKWdk6Ken99dXZVXNPTcbdtU2j5aW4nHp24PzdO7w7jptYB5d8gCATqFiX6Pmrtqu15dv0/tf71TA1IgZWpipc4cX6pyju6tnDo0YIJ5o0OCwcDgcGtw9U4O7Z+pnEwZo5bZKvb68VG+s2KbNu/ft78UpVZrXpdOH5Ouco7vrlAHdaNwAAA6rqrqmRswby0u14OsdagyGGzGDu2fq3OFNPTF9ctPimEscKeihiQ0aNDjsHA6HhhVlaVhRlu44a6BWbK1oatwsL9XWvfv0yrJtemXZNmX63brwmB66/ISe6peXEe9sAwCOUNX1Af3ny+16fXmp5q/ZoYZA+EWXA/MzdM7+Rky/vPQ45hJAJDRoEFcOh0PDe3TR8B5dNHXiIC3dvFdv7G/clFXW6akPN+ipDzfohKOyNfnYYk0YUsBgAgCAb6y2IaD/fFmuN5aXat7qctWbGjF9u6U13U42vLsG5PMHNRw69NDEBr8M0Wk4HA4d07OrjunZVb84e7AWrt2ppz/eqP98uV0fr9+tj9fvVornC505NF+TRhXppH65cruc8c42ACBBGIahzzbs0ZxPN+mtL0pV1xhuxPTJTdO5w7vrnOHdNTA/I2l/GAKJiAYNOiWn06FTB3TTqQO6adveffrnos16eelWbdhVq5eXbdPLy7YpN92r80YU6sJRPRgaEwAQ0fod1Xp31Xb9a9FmrdtR0zy/V06qzjm6u84dXqjB3WnE4PCjhyY2aNCg0yvskqJbTx+gW77dX8s279XLS7fqteWl2lndoCc/2KAnP9igvt3S9J1RRbpgZBFDZgIA9MXWCr2ybKv+82W51u8MN2JSvS6dP6JQk48t1sjiLkn7AxCdBO+hiQkaNEgYDodDo3p21aieXfXLc4do4dc79NLSbXp3ZZnW7ajR799do9+/u0bH9c7W90/oqYnDusvr5pY0AEgWlXWNemXZNj376Sat3FbZPN/jcuiEo3I0cVh3nT+yUOk8iwkcUTijkZA8Lqe+NShf3xqUr6q6Rr39RZleXrZVH67bpU837NanG3brf9O/1GXHFeuiMcX02gDAEcowDC3a2PRczJsrws/FeF1OTRiar4nDuuuUAbnK8HvinFOgJW45iw0aNEh4GX6PLhrT1HAprdin5z7brH98sknlVfV64L9r9cB/1+rooixNPLpA5x5dyAvQAOAIsKu6Xi8u2apnP9tkeS6mf166Ljmupy4cVaSuad445hDA4UKDBkeU7llNz9vcPL6f3llZpjmfbtJH63ZpxdYKrdhaod++vVrH98nWxWOKdfbR3ZXi5cWdAJAoGoMhfbB2p/61aIveXVXW/NLLFI9L543orsnH9tQxPXkuBomDHprYoEGDI5LH5dS5wwt17vBC7ayu1zsry/TmilJ9uG6XPinZrU9Kdmvaqyt13shCTR5TrOE9spK2EgCAziwYMvTx+l16ffk2vf1FmfbUNjaHDe+RpUuO7anzRnTnljIgidGgwREvN92n7x/fS98/vpe27d2nFxZv0T8Xb9bm3fv0j0826R+fbNKgggxdNKZY548oVLcMX7yzDABJb+OuGv1r0RY9v3iLyirrmufnpHl1zvDumnxssYYWZsUxh8A3Rw9NbDgMwzDinYlDqbKyUllZWaqoqFBmZma8s4NOIrT/L37/XLRZb31R1vyGaKdDOql/N00aWaizhhUo1UubHwAOl7rGoN5ZWaZnP92sj9bvap7fJdWjicO669zh3XV8n2xeqoyD6uy//w7kr/AH/5DTG7tne0MNtdr22GWddrsPFX6tISk5nQ6N65ercf1yNX1fo15dtlUvLt2qpZv2asGaHVqwZod+/cpKXTCyUJce11PDivgrIAAcKmvLqzTn0816YckW7d1/S5nDIZ3cv5smjynW6UPy5HPzzCOA1tGgQdLLSvHoirG9dcXY3tqws0avLNumF5du0cZdtXrmk0165pNNGlaUqUuP66nzRxRynzYAxEBdY1BvrijVnE836bMNe5rnd8/y6+Ixxbr42GIVdUmJYw6BQ49bzmKDW86AVhy4JW3OZ5v1zhdlagg23ZJ2YCSdS4/ryRumAaADviqr1LOfbtaLS7aosi4gSXI5HfrWoDxdelyxTh2QJ5eTuhXfTGf//Xcgf0U/nBPzW862Pnppp93uQ4UeGqAV5lvSdtc06MUlWzTn06Z3Hfxz0Rb9c9EWDSrI0CXHFus7o3ooK5VeGwCIpLYhoNeXN/XGLN20t3l+UZcUXXJs03vECrL88csgECf00MQGDRrgILLTvLr+5KN03Ul9mt9G/cbyUn1VVqVpr63SjLe+0jlHd9clx/XUsb27Jm1lAgB2K7dVaM6nm/TK0m2qqm/qjXE7HTpjSL4uOa6nTu6XKye9MQC+IRo0QBs5HA4d2ztbx/bO1l3nDtXLy7Zqzqeb9FVZlV5c2jSoQN9uabpybG9dNKYHI6QBSErV9QG99vk2PfvpJn2+paJ5fq+cVE0+tljfG91DeRn0xgCS5FCMe2iUnH8g4BcX0AFZqR5dNa63rhzbS59vqdCcTzbpteXbtG5Hje56daVmzl2jy0/oqavG9lZeJhduAEc2wzC0YmtTb8yry7appiEoSfK4HDpzaIEuPa6nxh6VQ28MYMMtZ7FBgwb4BhwOh0YWd9HI4i765bmD9fLSrXr8/RJt2FWrP89bp7/MX69vD87T5GOLdUr/brw7AcARpbKuUa8sa+qNWbmtsnn+UblpuuS4Yn33mB7KSedlxQAOLRo0QIxk+JuGf77s+F6au2q7/rpwvRZt3KN3Vm7XOyu3qyDTr8tP6KkrTujNIAIAEpZhGFq6ea+e/XSTXvu8VPsam3pjvG6nzh5WoEuO66nj+2Qn7V+KgXZx7P/EMr0kRIMGiDGX06GzhhXorGEFWl1Wpec+26yXlm5RWWWdfv/uGj383jpdelxPXXdyH3XP4h0LABJDRW2jXlq6Rc9+tllflVU1z++fl65LjuupC0cVqWuaN445BJCsaNAAh9DAggz9+rwhumPiQL25olR/mb9eX5VV6a/vl+jJDzfolP65+t7oYn17cJ78Ht6CDaBzCYYMfbRul15YskVvrihVfaDpnVw+t1PnDi/UpccVa3QvRncEOopnaGKDBg1wGPjcLn1nVA9NGlmk99bs0CPvrdMnJbs1b/UOzVu9Q5l+ty4eU6xrTurDm7EBxN26HdX616ItennpVpVV1jXPH1SQoUuP66lJI4u4dRaIARo0sZE0DZqlGyuVntH0PWQYzfODQcOyXGMoPB0wQraw8LRhjaZAlHhmQdNy5vQkyWk6CC8aWRgxDSQuh8Oh8QPzNH5gntbtqNaLS7boxSVbVVpR19xrc/bR3XX9SX00vEdW0lZMAA6/usag3vqiVHM+2axPN+xunp+V4tF5I7rru8f00MjiLtRLiOrjdXst0+bfPV63dWActzM87fdYw7ym6RTbHQyW33G2n1y+/euoqmxse6aT3IIFC/S73/1OixcvVmlpqV566SVNmjQpapz58+drypQpWrlypQoLC3X77bfrxhtvPDwZbkXSNGiAzqZvt3TdduYgTTljoBas2aG/vr9eH6zdpdc+36bXPt+mgfkZ+t7oHrpgVCHvbABwyHxVVqlnP92sF5dsUWVd08svnQ7pW4Py9L3RPTR+UJ58bm6JBQ4Fh6PpE8v02qumpkYjRozQNddco+9+97sHXb6kpERnn322fvCDH+jpp5/WBx98oJtuukndunVrU/xDgQYNEGcup0PjB+Vp/KA8rdxWoccXluj1FaVavb1Kv3nzS9339lf69qA8XTG2l07sy1u1AXxztQ0Bvf55qeZ8tklLN+1tnl/UJUWXHFusi8YUqyCLP6QAyWDixImaOHFim5d/5JFH1LNnT82aNUuSNHjwYC1atEi///3vadAAkIYWZmnm5JG66/yhen35Nj2/eIuWbtqrd1dt17urtqt3TqouO76nJo0qotcGQLscePnls59t1qvLtqm6vqk3xu106Iwh+brkuJ46uR9/NAEOp6Yemlg+Q9P0f2VlpWW+z+eTzxebd0J99NFHmjBhgmXemWeeqccff1yNjY3yeA7/83U0aIBOKCvFo+8f30vfP76X1myv0jMfb9SLS7Zqw65a3fvmV7rvra90yoBu+s6oIk0YUqAUL7eDAGjd5t21emXZVr20dKvW7ahpnt87J1WTj+2p743uoW4ZvPwSOJIUFxdbpu+66y5NmzYtJmmXlZUpPz/fMi8/P1+BQEA7d+5U9+7dY7Ke9qBBA3RyA/IzNP2CYbr9rEF6Zdk2Pb94s5Zs2qv3Vu/Qe6t3KN3n1tlHF+jCY3rouN7Z/HUVgPbWNuiNFaV6eelWfbZhT/N8n9upCUMLdOmxxTrhqBzqCyDeYvwMzYEXa27evFmZmZnNs2PVO9O8Glumjf0DNcRr0BAaNECCSPO5ddnxPXXZ8T1VsrNGLy3ZoheXbtWWPfv0z0Vb9M9FW1TUJUXfGVWk7xxTpL7d0uOdZQCHUV1jUP/9qlwvLd2q91aXqzF44AeGNK5vjiaNLNJZwwqU4We4ZaCzOFTDNmdmZloaNLFUUFCgsrIyy7zy8nK53W7l5OQcknUeDA0aIAH1yU3TlAkDdevpA7Ro4x69uGSL3lheqq179+mheWv10Ly1GlHcRd89pkjnDS/k7d3AESoUMvRJyW69vHSr3vyiVFX7RymTpCHdMzVpVKHOH1HEA/4AYmbs2LF67bXXLPPeffddjRkzJi7Pz0g0aICE5nQ6dFyfbB3XJ1vTzh+qf3+5XS8u2ar5a3bo88179fnmvfrf11dp/MA8XXhMEcOvAkcAwzD0VVmVXlm2Ta8sa3qP1QGFWX5dMKpIk0YWaWBBRhxzCaAtOsOwzdXV1Vq7dm3zdElJiZYtW6bs7Gz17NlTU6dO1datW/X3v/9dknTjjTfqoYce0pQpU/SDH/xAH330kR5//HHNmTMnVpvRbjRogCOE3+PSucMLde7wQu2oqtern2/TS0u36Iutlc2jpB14Qd6Fx/TQKF6QByQMwzC0bPNevb2yTO98UaYNu2qbwzL8bp1zdHdNGlXEc3QA2m3RokUaP3588/SUKVMkSVdddZWeeuoplZaWatOmTc3hffr00Ztvvqmf/vSn+vOf/6zCwkI98MADcRuyWZIchmF/5/2RpbKyUllZWXpv+WalZzTdS2h5w2zQuvmNpjfaBoyQLSw8bS+1QJR4ZuY35prTkySn6cflRSMLI6YBtMfqsiq9uHSLXl66Vdsr65vn98lNa3reZlSRirNT45hDAJFs3FWjF5ds1YtLt2jz7n3N871up04b0E0XHlOk0wbmye+h5xWdw8fr9lqmzb97vG6nJcztDE/7PdYwr2k6xXZ8W37H2X5y+favo6qyUgN65qqiouKQPUvyTRz4fTpgyoty+dJilm6wvkZrZl7Yabf7UKGHBjjCDSzI0NSJg3X7mYP00bpdenHJFr31RZlKdtZo5tw1mjl3jU44KltXj+ujM4bky8Vfd4G4qtjXqDeWl+rFJVu0aGN4hLI0r0vfGpyvs4YW6LSB3ZTm4xIOABINGiBpuJwOndQ/Vyf1z9X/Tgro7S/K9OLSLfpw3S59vH63Pl6/Wz26pujqcb110ehiZaUyEhJwuNQ1BvXe6h167fNtmvvldjUEmv7s7HRIJ/XvpgtHFWnC0HylerlsA0eSzvAMzZGAmhFIQmk+t747uoe+O7qHtu3dp2c+2ahnPtmkLXv26Z43vtRv316tM4bk67uji3RK/25yu5wHTxRAuxxoxLy5olT/+XK7ahqCzWED8zP03dFFumBkkfIzGaEMOFIdqmGbkw0NGiDJFXZJ0W1nDtKPxvfXy8u26m8fbtBXZVV6Y0Wp3lhRqm4ZPk0aWajvjS5m1CTgG4rWiCnqkqKJwwo0aVSRhhZmJu0PEwBoLxo0ACRJKV6XLj2upy45tlgrt1XqhSVb9MqybdpRVa/HFpbosYUlOrooS989pkjnjyxSNu+2Adqkuj6geV+V6+0vyjRvdblqbY2Ys48u0NlHd9dIRh4Ekg63nMUGDRoAFg6HQ8OKsjSsKEtTJw7We6vL9cKSLfrPl+VasbVCK7ZW6DdvfqlvDcrTRaOLddpAbkkD7CpqG/XvL7frrS/KtODrHc3PxEg0YgAg1mjQAIjI63ZqwtACTRhaoN01DXp12VY9v6Tp3TbvrNyud1ZuV/csvy49rqcmH1vMvf5Iaruq6/XuqqZGzIdrd1qG8++Tm6azhhVo4rACHV2URSMGgCSeoYmVpGnQOPZ/JEmGLSAC+7tmHKaFQ4fg9T0BU5p/X7TZEmZ+P06jbdD1mobwdFV90BJWFzAihjU0hqfNF15Jqq0PNH/fZ/ouSTWm6draRus2mP4K6fdbD6+crPCP3ap91njmdBoarPn0+cLjz394+ylCfGSneXX1iX109Yl99FVZpZ5ftEUvLNmi0oo6zZy7Rn/6z9c64ahsnT44X6cPzufdNkgK2yvr9PYXZXrri1J9WrJb5qp0YH5GUyPm6AINzM9I2h8anV3KhY9bp9NSmr/bX9XnTw1fxxy2Ie7NYV6v9b0pjY3ha6PH9r6VlJTwiJJu23tazC9Jzcr0WeOZRrzLtI1Kac52V9vtwRmma6r93S9FWeFl023vfvG5wtMpbmtYmsdtWs7WY28upnb8dDJvg+0nii3MGmjsX4nRnpUh4SVNgwZA7AwqyNQvzx2in585UG9/UaZnPtmozzbs0Qdrd+mDtbs0/bVVGpCfrtMH5+vbg/M1srgL77fBEaExGNLnm/fqw3W79N7qci3ZtNcSfnRRVnNPzFHd0uOTSQAJgx6a2KBBA6DD/B6XJo0q0qRRRSrZWaP/fLldc1dt16KNe7Rme7XWbK/W7PfWKSfNq28NytO3B+fr5P65vBAQCSMUMvRlWaU+XLtLH67bqU9LdltGJpOk0b26auKwAp05tICeSQDtwqAAscGvCgAx0Sc3TdeffJSuP/ko7a1t0Hurd+jfX27X/NU7tKumQf9avEX/WrxFXrdT4/rm6NuD83X64Dx1z0o5eOLAYWIYhjbsqtUHa3fqw3U79dG6Xdpju7W2a6pH4/rmaly/HH17UL4Ksnh2DADiiQYNgJjrkupt7rlpCIT02Ybd+veX2/XvL7dr8+59em/1Dr23eod+9bI0tDBTpw7oppP65eqYXl3lt923DRxqZRV1+nDdTn2wdpc+WrdT2yrqLOFpXpeO65OtE/vlamzfHA0uyLQ82wAAHeVQjG85i/Zw+BGMBg2AQ8rrdurEfrk6sV+ufn3uEH1dXt3UuFm1XUs379XKbZVaua1Ss99bJ7/HqeP65OiMwU23pxV2ofcGsbe3tkEfr2963uuDdTu1fkeNJdzrcmpUzy46sV+uxvXN0YjiLvIwNDkAdFo0aAAcNg6HQwPyMzQgP0M3ndZPO6vrNX/1Dn2wdqfeX7tT5VX1WrBmhxas2aFfvbJSQwszdcr+3pvR9N6gg3ZU1evTkt36tGSXPinZra/KqizhDkfTw/zj+ubqxH45GtMrWylejjUAhx7P0MQGDRoAcZOb7tN3R/fQd0f3kGEYWrO9WvNWl+vfq7Zr8aY9zb03D7+3Tl63U8f27qpxfXN1Ur9cDSvKYuQ0tGpPTYMWfL1DH69vasDYe2AkqV9euk7sm6Nx/XJ1Qp8cZdmGvQWAw4FRzmKDBg2ATsHhcGhgQYYGFmToxlP7ald1vd5bvUMfrNupD9bu1PbK+uZhoX/3zmpl+t0a2zdn/21BuerbLS1pK/JkV1XXqC+2Vmrxxt2at3qHlm7aY3lvhcPRNNT48X2ydXyfbB3bJ1u56b7ICQIAEgoNGgCdUo6t92bdjur9DZqd+mj9LlXWBfTOyu16Z+V2SVJuuldDCrM0pHumBnfP0NDCTPXJTacX5whT1xjUym2VWr5lr1ZsqdDnW/Zq/c6aFi9CHlSQoZP75+qEo5puIaMHBkBnxC1nsUGDBkCn53A41C8vQ/3yMnTVuN4KBEP6YlulPljb1HuzaMMe7axuaH7+5gC/x6mB+RkaUpil4T2ydHRRlgbkZ8jr5gHvRFHXGNSSTXv00bpd+nDdLn2+ea8C9teGSyrqkqLhPbJ0cv9uOm1gNwaUAIAkQoMGQMJxu5waWdxFI4u76Obx/VTXGNSXpZVaVVqpVdua/v+qtEr7GoP6fEuFPt9SoTmfNsX1upwa3D1Dw4qaGjnD9jdyGMUq/uoag/qqrEortuzViq0VWrG1Umu2Vyloa8Dkpns1vEcXDe+RpRE9uujoHlncQgYgIfEMTWzQoAGQ8Pwel0b17KpRPbs2zwuGDG3cVaNVpZX6YmulvthaoeVb9qqyLtDcyHnmk6ZlvW6nhnTP1NFFWTp6f09O/7x0uWnkxFwwZKissk6bd9c2ffbs05bdtfqyrEpfb69qtfclP9OnsUflaFzfpvfA9OiakrQXbQBAS526QRMIBDRt2jQ988wzKisrU/fu3XX11Vfrl7/8pZxOfmgAiMzldOiobuk6qlu6zh1eKKnpLfCbdtc2/fV/S4WWb6nQF9sqVFUX0LLNe7Vs897m+AduV+vbLV1HdUvTUd3SVdQlRd2z/MpN9/FixYOoawxqy559+qos3GtWsrNG2/buU2OwZaPlgOw0b1PD0tS47J7lpwED4IjEMzSx0akbNPfff78eeeQR/e1vf9PQoUO1aNEiXXPNNcrKytItt9wS7+wBSDAOh0O9ctLUKyetuZETChna2NzI2avlWyq0clulquvDPTl2bqdDPbqmaHD3zP2DEGSqR3aKumemKDPFnTQ/vhuDIZXsrNHqsqqmz/Yqbd5dq7LKOu2tbYwYz+10qKhrioq7pqo4O0U9uqaqb7c0Hd2jiwppvABIItxyFhudukHz0Ucf6YILLtA555wjSerdu7fmzJmjRYsWxTlnAI4UTqdDfXLT1Cc3TeePCDdySnbVaE1ZldbvrNG68mqV7KpR6d46lVfVKRAytGFXrTbsqtVbX5RZ0vN7nOqelaL8TN/+//0qyPSpICtFBVn+5h6ezj76WihkqKYhoOr6gCr3BbS9sk5lFXXaVrGvuRGzbkd11N6WVK9LA/Izmhp+hZnqn5eu4uxUFWT6O/32AwASR6du0Jx00kl65JFHtGbNGg0YMECff/653n//fc2aNStinPr6etXX1zdPV1ZWHoacAjiSOJ0O9e2Wrr7d0luEBYIhlVfVa/2OGq0qrdCXpVX6qqxKpRX7tLe2UXWNTb0WJTtbvszxAJfTobwMn/Iy/fK5nHI4muZ53U5l+D1K97mV6Xcr3edWht+tdL9HPnfTcg459v9/4NYC87RDToeU6m2Kl+Zzy+VwaF9jUPsag6o78H9DUHWBoHZVN2jb3jpt27tPZZV1qqprVHV9QNV1AdU0BNtUVuk+twbkp2tgQaYG5qerT7d0dc/yKz/Tr0x/8vRWAUCHxPiWMyVpldupGzR33HGHKioqNGjQILlcLgWDQf3mN7/RpZdeGjHOjBkzNH369MOYSwDJxO1yqrBLigq7pOik/rmWsLrGoMoq6lRWWaftlXUqrWjq1TjwfXtlncqr6hUMGSqtaJrX2bmdDmX43U09Tft7mHp0TdWg/S9BLerCA/oAgPjq1A2a5557Tk8//bT+8Y9/aOjQoVq2bJluvfVWFRYW6qqrrmo1ztSpUzVlypTm6crKShUXFx+uLANIYn6PS71z09Q7Ny3iMsGQoZ3V9SqraGrcBIIhBQ1DIaOpQVRV19RDcqC3pKouoKr6gOobgzIkyZAMGTIMyVDTQAdN/zdNh0KGahsCqqkPqro+oJBhKMXjkt/jkt/jlN/jUorHpRSvS5kpHvXY3zgryPIrK8XT3CuU5mvqIWrqGaLBAgCHAs/QxEanbtDcdtttuvPOO3XJJZdIko4++mht3LhRM2bMiNig8fl88vlaeR+BQ612w9nfLm0JU+TAoC1itGXNi5oPtBYHnWnBKNlSK6OaRmR+f0O0ceFidfibN8m+fQHTvfaBQMgSFgyGWv0uSZWVgebvA+94xxLW0BAOCzQGLGGGadtDIWua9mWtEc35st52EzLlLRS0b0N42WBDQ8TkPX6/Zbry2Ssj5wVHHJfTofzMpluygESUcsId4QmfrfG+z3Sbty/VGuY0/eQI2epgr+l8aLD1XJrTabTVrSmm20LdXmuYx5Rm0DpIhcsffvGqfdRUS71vu96aryVO21XVes2x/UYwIocFAuH1uVzW66b50hWwPa8WjLI+8yiM1itVdCFTPu3XcOv1vR2JOiJ8t7H/tDH/djJsv7lCRuvLmaej/b7DkadTN2hqa2tbVDQul6vFj1MAAAAg0TBsc2x06gbNeeedp9/85jfq2bOnhg4dqqVLl2rmzJm69tpr4501AAAA4BvhlrPY6NQNmgcffFC/+tWvdNNNN6m8vFyFhYW64YYb9Otf/zreWQMAAADQCXTqBk1GRoZmzZoVdZhmAAAAIBFxy1lsRHtOHAAAAAA6tU7dQwMAAAAcqXiGJjbooQEAAACQsOihAQAAAOKAHprYoEEDAAAAxAGDAsQGt5wBAAAASFj00AAAAABxwC1nsUEPDQAAAICERQ8NAAAAEAc8QxMbNGgAAACAOOCWs9jgljMAAAAACYseGgAAACAOHIrxLWexSyqh0EMDAAAAIGElTQ+NY/+/pgmjTXGChnU5RxvbvU7bckG1bX3RmFvvtmwpZLT+XZKCphmhKOl3NIdOp71Mwm1k+18cgqFwDoJBa26CQSNiWENDsPl7yLaBwUCw1e9NeWtbe92wpWmYCtiepnnZQCBgSyjKSoLhZRurKy1BKWf+PjzhdFnjhUzrb6y3hpkL2J4Xlykde5rBxshhZg111mmvv03r2/ffX0ROEzgCjbjrPxHDDFuFba7P7Or2NUYMC5nqz5qKGktYbXWtKZFqW6Km6YAtfXP9EowSFmiwhrk8keMZpvrbHs9jqpNDtnIw1yn2i1yjKZ2Qvd4Ntf7dvn5bWCgY5YpoXr3tOmaOZ39WwbyPQiHr9cd8HNg3zzxtv8aZL2P2Y8kwZTRoi2fOmz1N85aH7GmaJlte3R2msCi/h2xBDsP8AyZyNHterGHWafO2G7KXy0FX1ak4HQ45Y9hFE8u0Egk9NAAAAAASVtL00AAAAACdCcM2xwYNGgAAACAOGLY5NrjlDAAAAEDCoocGAAAAiAOno+kTy/SSET00AAAAABIWPTQAAABAPDhi/NwLPTQAAAAAkFjooQEAAADigGGbY4MGDQAAABAHjv3/YpleMuKWMwAAAAAJix4aAAAAIA4Ytjk26KEBAAAAkLDa1ENTWVnZ7oQzMzPbHQcAAABIFg6HI6bDNsd0COgE0qYGTZcuXdpVQA6HQ2vWrNFRRx3V4YwBAAAASHzZ2dntWt7hcGjJkiXq1atXm5Zv8zM0zz//fJsyYxiGzj777LYmCwAAACSlZBm2ee/evZo1a5aysrIOuqxhGLrpppsUDAbbnH6bGjS9evXSKaecopycnDYletRRR8nj8bQ5EwAAAECycToccsawFRLLtGLtkksuUV5eXpuW/fGPf9yutNs0KEBJSUmbGzOS9MUXX6i4uLhdGQEAAABw+M2ePVt9+vSR3+/X6NGjtXDhwqjLP/PMMxoxYoRSU1PVvXt3XXPNNdq1a1fE5UOhUJsbM5JUVVXVrkdXkmbY5rYOixetYWvIiEk+IoaZ82ELc0XJmMsUMRiy5jEQCn8P2cKMKJsTMgXaorVIx5IXV+R8BoLheMGgPS+m9dm3wbQRoWDIEmZEyUsoFDmeeVeal7On2SJehDRapGMv3GCjeQW2iFG6VBvrTWnYljOnGfXAta/PlLdgQ+RlgwFrWEOdabnI25dyyjRrmNvUW+uyVTkuU5jHb4vnNS1mjWd+ps/r97Y5LCUtJZy82/r3HLc7HM/jcVnCUlPD+UxLtabp9YTT8dvipfnD8dL91m3INE3npVvDslPC0zl+nyWsIC1cTuZ129fvs2+f6dzMTrduw76G8LEVsJ2b5rrAvn1bdu9r/t4QsB5nu/eFj63y2jpL2Po94Wl73VZWFT6W9tZaj0+3qQLdW2MNq6kPH6/Z6dYy29cQDrMfugHTeVvXYD3HzPWUYYvYYFrWfiyZ6yz786fmZIK2+sVeF1njRc6L5Vy1n++WFdjqEPOyDvvfN03LRr1Y2NM0IoeFoqRpqXsaFZE9TfO22+uQkCnMtn2GqawdzrYP+Gq+Jrg9kX9CtXju2LS59v3XYn+2NS9Rrn/RLglt3Vr7uWn+y7/9t4zD8t2+cqP1BWX9XeWw5ayjv7kOlEu08ulMOsMtZ88995xuvfVWzZ49WyeeeKL+8pe/aOLEiVq1apV69uzZYvn3339fV155pf74xz/qvPPO09atW3XjjTfq+uuv10svvRSDrWi/DjVoPv30U7333nsqLy9vUQHPnDkzJhkDAAAAcGjNnDlT1113na6//npJ0qxZs/TOO+/o4Ycf1owZM1os//HHH6t37976yU9+Iknq06ePbrjhBv32t79t0/r+9re/KTc3V+ecc44k6fbbb9ejjz6qIUOGaM6cOW0eCMCs3e+huffee3XCCSfoySef1KJFi7R06dLmz7Jly9qdAQAAACAZHRi2OZYfqemVK+ZPfX19q+tvaGjQ4sWLNWHCBMv8CRMm6MMPP2w1zrhx47Rlyxa9+eabMgxD27dv1/PPP9/cQDmYe++9VykpTXdMfPTRR3rooYf029/+Vrm5ufrpT3/a1qKzaHcPzZ/+9Cc98cQTuvrqqzu0QgAAAACHjv1Z9rvuukvTpk1rsdzOnTsVDAaVn59vmZ+fn6+ysrJW0x43bpyeeeYZTZ48WXV1dQoEAjr//PP14IMPtilvmzdvVr9+/SRJL7/8sr73ve/phz/8oU488USddtppbUrDrt09NE6nUyeeeGKHVgYAAACgyYFnaGL5kZoaDRUVFc2fqVOnHiQf9uf9jIjvoFy1apV+8pOf6Ne//rUWL16st99+WyUlJbrxxhvbtM3p6enNAwi8++67Ov300yVJfr9f+/btixY1onb30Pz0pz/Vn//8Z82aNatDKwQAAABw6IZtzszMVGZm5kGXz83NlcvlatEbU15e3qLX5oAZM2boxBNP1G233SZJGj58uNLS0nTyySfrnnvuUffu3aOu84wzztD111+vUaNGac2aNc23qq1cuVK9e/c+aJ5b0+4Gzc9//nOdc8456tu3r4YMGdLifTMvvvhihzICAAAA4PDxer0aPXq05s6dq+985zvN8+fOnasLLrig1Ti1tbVyu61NCJeraRTMtoza9+c//1m//OUvtXnzZr3wwgvNr4ZZvHixLr300g5tR7sbND/+8Y81b948jR8/Xjk5ORG7owAAAABE5lDLV3V80/Taa8qUKbriiis0ZswYjR07Vo8++qg2bdrUfAvZ1KlTtXXrVv3973+XJJ133nn6wQ9+oIcfflhnnnmmSktLdeutt+q4445TYWFhxPU8+uijOv/881VQUKCHHnqoRfj06dM7kPsm7W7Q/P3vf9cLL7zQ5pEMAAAAAHROkydP1q5du3T33XertLRUw4YN05tvvtk8fHJpaak2bdrUvPzVV1+tqqoqPfTQQ/rZz36mLl266Fvf+pbuv//+qOuZM2eOfvKTn2jEiBG64IILNGnSJA0ZMiQm29DuBk12drb69u0bk5UDAAAAyco81HKs0uuIm266STfddFOrYU899VSLeT/+8Y/14x//uF3rmDdvnvbs2aM33nhDr776qu6//37l5ubqggsu0Pnnn69TTjlFzna86Nas3bGmTZumu+66S7W1tR1aIQAAAADJ6Yj9pzPr2rWrLr/8cv3zn//Ujh079Oc//1l1dXW64oor1K1bN1155ZV6/vnnVVNT0650291D88ADD2jdunXKz89X7969WwwKsGTJkvYmCQAAACCJeL1enXXWWTrrrLM0e/ZsLVq0SK+++qr+93//V19++aV+9atftTmtdjdoJk2a1N4oAAAAAGw6yy1nncGYMWM0ZswY3X333WpsbGxX3HY3aO666672RgEAAAAAGYah559/XvPmzVN5eblCoVBzmMPh0AsvvNDiDrCDaXeDBgAAAEBsJHCnSofccsstevTRRzV+/Hjl5+fHpFepTQ2a7OxsrVmzRrm5uW1KtGfPnlq4cGHzcG8AAAAA8PTTT+vFF1/U2WefHbM029Sg2bt3r9566y1lZWW1KdFdu3YpGAx+o4wBAAAAR7JkfIYmKytLRx11VEzTbPMtZ1dddVVMVwwAAAAks1gPtdzZh22Wml4BM336dD3xxBNKSUmJSZptatCYH9Y5EjjkMH03bGGtLydJhmlZewPYMCUTsqVp5jSl6bQnYpp2hSKnEa3xbRj26fCMQLDt+9GcjhFlewzbCqO9EMm8/qAtL8FgOJ3GRmuYYSoL+7Fo6Qm0Z7ONJ7VhK2vzNjlsNUOoHWVoi2heYeTlAg3WafP2hQKR03S6rGHmddg7S0NRek/NYY11tjS9keM5TPvdvn0uU97q91nDvKayd9mqo1A4XjBg3Q/mv0AFGqzl4nSF82LfX8FAePvsx65hOE3frVlxu8NhHk/k8nPZTs76xvCyXpf13KhyhMPSvNYwvzucb5/bun315m2yHeMu0/Hqsh275mn79pnZg8zLBoKR68uQ7Txym9bncdm3z1zWUTITJW8ul3X73K7I2+42HxMtzndHq8tJinqngTnf9m1o6x9IW+bFUvG2ad0t2OsC83SLjJm3137emh7ItddL5jTt57t5Hfa8RL14mY9r23XEXC9FS8Nle4jYXIdFiWb/i7a53rdf06JdH6xp2meEv5rrk9bW3+Z8mqajh1nTcVnOzcjrtv9GMddv9t9HLX7PWMJM+bLFs09bmE+HdlRaB06rI+uX65Hloosu0pw5c5SXlxezV8AwKAAAAAAQB8l4y9nVV1+txYsX6/LLLz+8gwIAAAAAwDf1xhtv6J133tFJJ50UszRp0AAAAABx4FCb75Bvc3qdXXFxsTIzM2OaZuQHHgAAAAAghv7whz/o9ttv14YNG2KWJj00AAAAQBw4HY6ogyp0JL3O7vLLL1dtba369u2r1NTUFoMC7N69u91pdqhBs27dOj355JNat26d/vSnPykvL09vv/22iouLNXTo0I4kCQAAACQVh6PtIyO2Nb3ObtasWTFPs90Nmvnz52vixIk68cQTtWDBAv3mN79RXl6eli9frr/+9a96/vnnY55JAAAAAInvULzbst3P0Nx555265557NHfuXHm94fdSjB8/Xh999FFMMwcAAAAcqQ4M2xzLT2dUWVnZruWrqqratXy7GzQrVqzQd77znRbzu3Xrpl27drU3OQAAAABHsK5du6q8vLzNyxcVFWn9+vVtXr7dt5x16dJFpaWl6tOnj2X+0qVLVVRU1N7kAAAAgKSULM/QGIahv/71r0pPT2/T8o2Nje1Kv90Nmssuu0x33HGH/vWvf8nhcCgUCumDDz7Qz3/+c1155ZXtTQ4AAADAEaxnz5567LHH2rx8QUFBi9HPoml3g+Y3v/mNrr76ahUVFckwDA0ZMkTBYFCXXXaZfvnLX7Y3OQAAACApJcuwzbF850xr2v0Mjcfj0TPPPKM1a9bon//8p55++ml99dVX+r//+z+5XK6YZ3Dr1q26/PLLlZOTo9TUVI0cOVKLFy+O+XoAAACAw+nALWex/CSjDr9Ys2/fvurbt28s89LCnj17dOKJJ2r8+PF66623lJeXp3Xr1qlLly6HdL0AAAAAEkObGjRTpkxpc4IzZ87scGbs7r//fhUXF+vJJ59snte7d++YpQ8AAADES6yHWu6swzYfam1q0CxdutQyvXjxYgWDQQ0cOFCStGbNGrlcLo0ePTqmmXv11Vd15pln6qKLLtL8+fNVVFSkm266ST/4wQ8ixqmvr1d9fX3zdHvHvQYAAACQONrUoJk3b17z95kzZyojI0N/+9vf1LVrV0lNt4Zdc801Ovnkk2OaufXr1+vhhx/WlClT9D//8z/69NNP9ZOf/EQ+ny/iiGozZszQ9OnTY5oPAAAAINac6sAD7QdJLxm1+xmaP/zhD3r33XebGzNS08ty7rnnHk2YMEE/+9nPYpa5UCikMWPG6N5775UkjRo1SitXrtTDDz8csUEzdepUyy1ylZWVKi4ujlmeAAAAgFhIllvOli9f3uZlhw8f3u70292gqays1Pbt2zV06FDL/PLyclVVVbU7A9F0795dQ4YMscwbPHiwXnjhhYhxfD6ffD5f1HTN+9q+49vasnXKGi8ko/m7y5Zm0BRmHk7PvpyZ2xk5zB5kXtaeZCAUXnfQ9N3OMIyI04GgPSxiMnJGyXfQlI49jWAw1Oa8WQPDX0MhaxrmfRs1jSgMW5nZ12ERaDBFtK3PvGPs+8FpGh0wGLCGBU0vljJs6w4Fw99dtlM5GOWFVA7TUW7Os12LnWTKmz0v5m1w2M6igCkv9u3zeCOvz7x9tvUZpvUFAtZjzmWEw0K24yoYCKcZDAZlFR7v3l4vNDaG0wkEbHkxZdt+/Ltd4WXrGq3rMy/bELBue9CUaINtG+pN+fa6rGVtPjxD9nNaUcKinB7mw7UxynkatCViXofPls80b3g6YDsf3KZFQ7Yw8/b63NZRNRtM+6jFfjBNN9ryaV7W7bLGa7BM2q4VlnrXHqaIYeZJez7Ny9rrGqdp253OKFcql+29Dea6wW0LazSd//Z40eoJj+kaaz94zNPe1Mj5tDOvzxllxFT7Rc60rMO2fUZjXXiixfaF03Hajk/ziK32MHMdYt+3LtMx6Xbb4pmufx6PNcycTstjKfLxaf49Ef13gTXQ6458nXaZ4tl/o5gPO/vQwNbfVdY0jQjLHSxeW9mrrwPX+45e93FojBw5Ug6HQ4ZhHLTR1fL6fHDt7pn6zne+o2uuuUbPP/+8tmzZoi1btuj555/XddddpwsvvLDdGYjmxBNP1OrVqy3z1qxZo169esV0PQAAAMDh5nA0NUhj9emkHTQqKSnR+vXrVVJSohdeeEF9+vTR7NmztXTpUi1dulSzZ89W3759o3ZaRNPuHppHHnlEP//5z3X55ZersbHpL69ut1vXXXedfve733UoE5H89Kc/1bhx43Tvvffq4osv1qeffqpHH31Ujz76aEzXAwAAAODQMHdGXHTRRXrggQd09tlnN88bPny4iouL9atf/UqTJk1qd/rtbtCkpqZq9uzZ+t3vfqd169bJMAz169dPaWlp7V75wRx77LF66aWXNHXqVN19993q06ePZs2ape9///sxXxcAAABwOB3oWYllep3dihUr1KdPnxbz+/Tpo1WrVnUozQ6/WDMtLa1DD+2017nnnqtzzz33kK8HAAAAwKE1ePBg3XPPPXr88cfl9/slNb125Z577tHgwYM7lGa7GzTjx4+P+jDPf//73w5lBAAAAEgmyTLKmdkjjzyi8847T8XFxRoxYoQk6fPPP5fD4dDrr7/eoTTb3aAZOXKkZbqxsVHLli3TF198oauuuqpDmQAAAACSTTLecnbccceppKRETz/9tL766isZhqHJkyfrsssu6/AjLO1u0Pzxj39sdf60adNUXV3doUwAAAAASA6pqan64Q9/GLP0YvZC0csvv1xPPPFErJIDAAAAjmgOR+w/ieD//u//dNJJJ6mwsFAbN26U1NRp8sorr3QovZg1aD766KPmB3sAAAAAwO7hhx/WlClTNHHiRO3Zs6f5RZpdu3bVrFmzOpRmu285s7880zAMlZaWatGiRfrVr37VoUwAAAAAycbpcMgZw26VWKZ1qDz44IN67LHHNGnSJN13333N88eMGaOf//znHUqz3Q2azMxMywgKTqdTAwcO1N13360JEyZ0KBMAAAAAjnwlJSUaNWpUi/k+n081NTUdSrPdDZqnnnqqQysCAAAAEOZUDJ//iHFah0qfPn20bNky9erVyzL/rbfe0pAhQzqUZrsbNEcddZQ+++wz5eTkWObv3btXxxxzjNavX9+hjAAAAADJJNYP8ifAHWe67bbbdPPNN6uurk6GYejTTz/VnDlzNGPGDP31r3/tUJrtbtBs2LCh+eEds/r6em3durVDmQAAAABw5LvmmmsUCAR0++23q7a2VpdddpmKior0pz/9SZdcckmH0mxzg+bVV19t/v7OO+8oKyureToYDOo///mPevfu3aFMAAAAAMnGqRgPCqAE6KKR9IMf/EA/+MEPtHPnToVCIeXl5X2j9NrcoJk0aZIkyeFw6KqrrrKEeTwe9e7dW3/4wx++UWYAAAAAHNkCgYDee+89rVu3Tpdddpkkadu2bcrMzFR6enq702tzgyYUCklqepDns88+U25ubrtXBgAAAKBJMj5Ds3HjRp111lnatGmT6uvrdcYZZygjI0O//e1vVVdXp0ceeaTdabb7GZqSkpJ2r6RTcOz/KPrONnf7OW3LBUKm5GxhDsMRMcwwwt/dpkRDRpSMuFwRg7xu6zNMISOcMY8rcpohc0ZsAkFrWDAUnm40b7ikkCnMYdtY87RhW18wGE7HnEZ72NM0T9vDouUlGnO8aNsXDARsEU1jiwTrrWHR1m8Osz+fZpgPuihjl9jTN087bcdSyLSOaAerYd3vCkbJizleqNEa5vaa0rCFhVo+j9fqsuY0bOszbMeS4QxPBwPW9Ft7/q95Fe5wdRiwHfMBUzotj93wsoGgrcxMGm1h5mUbbWk2ms7HoG3fBqKcOyHL+RBxMakdp5/53AnY4pnPB3u+HKbbHjxO6/Hi94Sn7XWPy17xRuBxOyNO+2xh5iSD9dE23hbPab4eWPMVCISnXS3qXXPdYw0xL2sYkc9pe93jMl0THPYycoWPXXs8w3we2TNj3mdeny0DprwFbPWZL9WUpu2Y95jOVW+KNSzQYErfdk6b8xnl+teiPvOE8+1yW8MCpmWdHtv6TMVkj2eetoeZzweny3YMelytfpekoOk49/msP73MdYr9WHKbjmX7Me+NEmY5H2xpepyRf+eYDx/7ees1lafLfnw6I/8GcrXxFqhoS9mrPfM62nF5Rydxyy23aMyYMfr8888tg4x95zvf0fXXX9+hNNvUoHnggQf0wx/+UH6/Xw888EDUZX/yk590KCMAAABAMnE6WjYsv2l6nd3777+vDz74QF6v9Q8NvXr16vAAY21q0Pzxj3/U97//ffn9fv3xj3+MuJzD4aBBAwAAALSBw9GyB/ibptfZhUKhVu+Y2LJlizIyMjqUZpsaNObbzBL2ljMAAAAAcXXGGWdo1qxZevTRRyU1dYhUV1frrrvu0tlnn92hNNv9QtG7775btbW1Lebv27dPd999d4cyAQAAACSbA4MCxPLT2f3xj3/U/PnzNWTIENXV1emyyy5T7969tXXrVt1///0dSrPdDZrp06erurq6xfza2lpNnz69Q5kAAAAAcOQrLCzUsmXL9POf/1w33HCDRo0apfvuu09Lly7t8Pto2j3KmWEYLUZRkaTPP/9c2dnZHcoEAAAAkGyScVAASUpJSdG1116ra6+9NibptblB07VrVzkcDjkcDg0YMMA6fG0wqOrqat14440xyRQAAABwpHPs/xfL9BLB6tWr9eCDD+rLL7+Uw+HQoEGD9KMf/UiDBg3qUHptbtDMmjVLhmHo2muv1fTp05WVldUc5vV61bt3b40dO7ZDmQAAAABw5Hv++ed16aWXasyYMc1th48//lhHH320/vGPf+iiiy5qd5ptbtBcddVVkqQ+ffpo3Lhx8ng87V4ZAAAAgCbJeMvZ7bffrqlTp7YYTOyuu+7SHXfc0aEGTZsGBaisrGz+jBo1Svv27bPMM38AAAAAoDVlZWW68sorW8y//PLLVVZW1qE029RD06VLl1YHAjA7MFhAay/KAQAAAGCVjD00p512mhYuXKh+/fpZ5r///vs6+eSTO5Rmmxo08+bN61DiAAAAAHDA+eefrzvuuEOLFy/WCSecIKnpGZp//etfmj59ul599VXLsm3RpgbNqaee2qbEli1b1qblAAAAgGR3YAThWKbX2d10002SpNmzZ2v27Nmthklq151f7X4PjV1FRYWeeeYZ/fWvf9Xnn3/OLWcAAABAGyTjLWehUCjmabZpUIDW/Pe//9Xll1+u7t2768EHH9TZZ5+tRYsWxTJvAAAAABBVuxo0W7Zs0T333KOjjjpKl156qbp27arGxka98MILuueeezRq1KhDlU8AAADgiOJwxP7TWX3yySd66623LPP+/ve/q0+fPsrLy9MPf/hD1dfXdyjtNjdozj77bA0ZMkSrVq3Sgw8+qG3btunBBx/s0EoBAAAAdA6zZ89Wnz595Pf7NXr0aC1cuDDq8vX19frFL36hXr16yefzqW/fvnriiSeixpk2bZqWL1/ePL1ixQpdd911Ov3003XnnXfqtdde04wZMzqU/zY/Q/Puu+/qJz/5if7f//t/6t+/f4dWBgAAAKCJ0+GQM4bdKh1J67nnntOtt96q2bNn68QTT9Rf/vIXTZw4UatWrVLPnj1bjXPxxRdr+/btevzxx9WvXz+Vl5crEAhEXc+yZcv0v//7v83Tzz77rI4//ng99thjkqTi4mLdddddmjZtWru3oc0NmoULF+qJJ57QmDFjNGjQIF1xxRWaPHlyu1fYGZh3ttNhWMNMT1M5Gq0HhcO2rJnLnKat38sp8/rC370u64KGKXmnYV2X+fj02lbg9IS/p3qsYW7T9gSC1jQN0zoagtYHtMzLGkbkeHbmfNoXC4UipxkIfPMHxNqTTzkiL2ceISRqGsFGW5qmsg/ZBscwTztd1rDGOlNmopSDPcyeTqS82fNijmdPw75spDB3lHXbyyzaNpkHEYm67bY0g+EuacO2DYYR3g9RHzy0Z9O0jlDQHi+8DvNxbI9nF+26Yo7VGIychj1587kairLuFuefeYYtX+Z6yWULMx/l9jTND59Gy4vb9pSqz1SHGbb97nWZ61JrPK+pfgva9oPHVJ963NZ60HxON9rqmoCpXve6revb1xA+Pl22vAQ84WMiGIx8HbEfHy5TPu3XlHpzudivTaZ4Ttu1w+0JX8pdtnOzPpQanvD4LWGWc86XZg1ze8Pf7XWdz5RmiwPNdE7b0zTXdS5P5DB7PWQ+kezxvOG8eP1eS1AwEA7z+KzxzOe4PZ6lPF3W8jTXKW639SeUzxde1mO7FodC4Wm/3xrPfPy4bCeg03RM+Gz71ms6zn0ea1ia19XqcpLkN+XNft66TWXtseXF4zTXE9YwlyNymBHld0Esfsbb69kDVUMoyuUbVjNnztR1112n66+/XpI0a9YsvfPOO3r44Ydb7TF5++23NX/+fK1fv17Z2dmSpN69ex90PXv27FF+fn7z9Pz583XWWWc1Tx977LHavHlzh7ahzbecjR07Vo899phKS0t1ww036Nlnn1VRUZFCoZDmzp2rqqqqDmUAAAAASEYHRjmL5UeSKisrLZ9Iz6Y0NDRo8eLFmjBhgmX+hAkT9OGHH7Ya59VXX9WYMWP029/+VkVFRRowYIB+/vOfa9++fVG3NT8/XyUlJc3rXbJkicaOHdscXlVVJY/HEyl6VO0e5Sw1NVXXXnut3n//fa1YsUI/+9nPdN999ykvL6/NL78BAAAAkl6sBwTY36ApLi5WVlZW8yfSsyk7d+5UMBi09JxITY2PsrKyVuOsX79e77//vr744gu99NJLmjVrlp5//nndfPPNUTf1rLPO0p133qmFCxdq6tSpSk1N1cknn9wcvnz5cvXt27ftZWfS4WGbJWngwIH67W9/qy1btmjOnDnfJCkAAAAAMbB582ZVVFQ0f6ZOnRp1efsLOQ3DiPiSzlAoJIfDoWeeeUbHHXeczj77bM2cOVNPPfVU1F6ae+65Ry6XS6eeeqoee+wxPfbYY/J6w7d8PvHEEy16itrqG79YU2q6x3TSpEmaNGlSLJIDAAAAjnhOOSzPWsciPUnKzMxUZmbmQZfPzc2Vy+Vq0RtTXl7eotfmgO7du6uoqEhZWVnN8wYPHizDMLRly5aIg4d169ZNCxcuVEVFhdLT01s8o/avf/1L6enpB81za75RDw0AAACAxOT1ejV69GjNnTvXMn/u3LkaN25cq3FOPPFEbdu2TdXV1c3z1qxZI6fTqR49ehx0nVlZWS0aM5KUnZ1t6bFpDxo0AAAAQBx0hhdrTpkyRX/961/1xBNP6Msvv9RPf/pTbdq0STfeeKMkaerUqbryyiubl7/sssuUk5Oja665RqtWrdKCBQt022236dprr1VKSkqsiqZdYnLLGQAAAIDEM3nyZO3atUt33323SktLNWzYML355pvq1auXJKm0tFSbNm1qXj49PV1z587Vj3/8Y40ZM0Y5OTm6+OKLdc8998RrE2jQAAAAAPFgHmo5Vul1xE033aSbbrqp1bCnnnqqxbxBgwa1uE0tnmjQAAAAAHHgdDgsLzeORXrJiGdoAAAAACQsemgAAACAOOjog/zR0ktG9NAAAAAASFj00AAAAABx4FSMn6GJ4Us6EwkNGgAAACAOuOUsNrjlDAAAAEDCoocGAAAAiAOnYtu7kKw9Fcm63QAAAACOAEnZQ2O+v9Bhu9nQZXrFqtv2ulUjFJ522B66CjhD4XgOazsx6DRaTdMwIt/oGDQMy7Q5K16XNX2PKTDdF7KEpXjDy1bss66vvjG8bGPAGq8xGJ4OBq15MbPfq+m0bJ81LGhK0x5mnraHWddnXWEoZMq3LZ4lLArDtkLzOuxhFk5Xm9JvwV5ooWDr3w+2PvOy0W6atYcZkctM5mPXYf97R5R8mo9Je5i5DKNug219wcbI8cxhhnU/m/ef/RhwOsPrCAUjHx/RjoloRR3twU57SEdvcw6Zd1qUw9OwBVrqLFs8S7YdUcJaHC+mfNnPadPC9vrS5w7vz4CtrP2e8D6y18EpnnC8Blud5XGH4/nd1mOp0RFeR4MtzGnKuDlfklRTFz7O7HWPfOHLp72ONC9qr0L8/nC8kK3Q9u0LKBKPqVw8Xo8lLOANx/P4rGGGaR3247qxMSUcLz3TEuYwlX1DwBbmS42YpnmD3fZ8usLb7rRdx0Jur2nBBmuapvPf6fFaglymfebz+yxhwUC4fvH6rPHM+falWOO5XOE0Xe7I9bzHaw1LSQlvr9sd+e/FPp/1p1e0y4w5n2l+azy3qQzTbHkxT9uKWn53eN8GQ9bj2mNa2F6f2X97mJmv/U77bydLlWX7bRPttfaWKst+nDlaWywhORyOlvXLN0wvGdFDAwAAACBhJWUPDQAAABBvDsW2lyk5+2do0AAAAABx4XTE+D003HIGAAAAAImFHhoAAAAgTpKzTyW26KEBAAAAkLDooQEAAADiwOGI/jqAjqSXjOihAQAAAJCw6KEBAAAA4oAXa8YGDRoAAAAgDpyK7e1SyXrrVbJuNwAAAIAjAD00AAAAQBxwy1lsJFQPzYwZM+RwOHTrrbfGOysAAAAAOoGE6aH57LPP9Oijj2r48OHxzgoAAADwjTkU2xdrJmf/TIL00FRXV+v73/++HnvsMXXt2jXe2QEAAADQSSREg+bmm2/WOeeco9NPP/2gy9bX16uystLyAQAAADqbA8/QxPKTjDr9LWfPPvuslixZos8++6xNy8+YMUPTp08/xLkCAAAAvhmGbY6NTr3dmzdv1i233KKnn35afr+/TXGmTp2qioqK5s/mzZsPcS4BAAAAxEun7qFZvHixysvLNXr06OZ5wWBQCxYs0EMPPaT6+nq5XC5LHJ/PJ5/P1yItp8MhZyvdcE6n0WK5AzzOdrT3QuFl7esxTztNQfZuQUPhvDiNyGE+lzVfTtMjYAGfdXu6+IPN33dXN1rCausD4eyHrPEaAyFTWMgS5naHy9wwIpdfyGENM7PHMxeFPS9moaA1L+Z07GkaUdIxl32L5UzFa99263LWY0/m9Ttsx455A235tCxrTzPK6qOuz5yOy2OLZ0o0GLCGmQ/QFnkJtv5dkjxt+4NDC442rs9+7rq9EeM5XZHPW8s554gc5nBaA91uZ6vfJSlgOlfcLms8c5ouW5rmaWeUOwRsScplPnYjR2txmNnPDzOPqcxCRjDicoYin+/Rwly2/ec3ra8haAszla/PY923qR5zPWvNW019eEaKx7qP3K5w3uoD1jTN5ZLitV4SfV7bMWlJM7w+c31pDwtGqYeCtvrM5wuvz37Ie0xlUV/ntYSZ6zCv3xrmNF3HggHrvg0GM5q/p6SnRIxnryNdUa4B5mV9KdZrcaAxXN/Yz1NzvEDAFzHM47PWZ+Z82rc9GAxGDDMfrqlp1vrL7XaYvluPgRrTfklPt6bpNR0vXtux4zJtb0aKrU42CQSt5Rk0XYPS/ZHjpdnWl+aNXA+mmo8l2zHoNh14Xqf9PIqcpjNKXWe5pjsi15HtuVXKuqg9zVZX1WkxbHNsdOoGzbe//W2tWLHCMu+aa67RoEGDdMcdd7RozAAAAABILp26QZORkaFhw4ZZ5qWlpSknJ6fFfAAAACCRMGxzbHTqZ2gAAAAAIJpO3UPTmvfeey/eWQAAAAC+MYcjts/7JOkjNInXoAEAAACOBE45LIM7xSK9ZMQtZwAAAAASFj00AAAAQBxwy1ls0EMDAAAAIGHRQwMAAADEgWP/v1iml4xo0AAAAABxwC1nscEtZwAAAAASFj00AAAAQBw4Yjxsc7LeckYPDQAAAICERQ8NAAAAEAc8QxMb9NAAAAAASFj00AAAAABxQA9NbNCgAQAAAOKA99DERtI0aNxOh9zOpp0cMszzrXfdOU3HgctpPSiCRni6xeFiSsZlax6bVmeJ53TY0289H/Y8p7hd9rU3SzOsu7RLSqD5u9dj3Vb79pmZs+a0l5ElniNiWKjRsISFTBthWIPkcoXjNTRYAw3DaPW7JIWCIVOeI2+PPZ55m1qkGQq1ulyLNEO2jTCt33Da9lEoGDEdC5ctnhHOi5xRTtcW8bymfNm2weGJnC9zvj0+a5h5WcNW1uZ49v1gDgvJFmbaJsMW6A5vg8Nl3XZzybts54PLVBbmfdmUUOvL2cOczsjHtdu2vqDpxPW4Ip9j9jS9Hlery0lqrquklvWEedp+xNvPK0tY5CBLfWNfnznNFsVpWtR+ETXXg/ZDwlyH7QtYj8FUUz2VYquzMnzhaVtRq9pUnqlea2B9wDCFWfef+TTO8lvD9nrDx529njBPBoLWMI87vP6QrZ4w7+uGgLVA/f7w+ly2DfSYyqKhIXJ9kpLqsUw7TekEA5Hj+VP91nhR6j5zmuY6WLKWky/FWoc0NjQ2f7eff+Zz1V63BoPhfHu81u0zry8t3WsJM6fpT7GGmaXb4pnPVY/tGLSsL80az+8L778U23EmU1Gk+SLX5UHbtjeaytd+PpjZwzJNx3KD7fj0mfaf/feK+TeRvV4yT7eo5k0z3LZ4AdP3Ftf+KL9DzGlGqweDtkQdtv+RHJKmQQMAAAB0Jk5Hyz9if9P0khGDAgAAAABIWPTQAAAAAHHAMzSxQQ8NAAAAgIRFDw0AAAAQBwzbHBs0aAAAAIA4cCi2t4klaXuGW84AAAAAJC56aAAAAIA4YNjm2KCHBgAAAEDCoocGAAAAiAOGbY4NemgAAAAAJCx6aAAAAIA4YNjm2KBBAwAAAMSBQ7EdajlJ2zPccgYAAAAgcdFDAwAAAMSBUw45Y3ifmDNJ+2jooQEAAACS2OzZs9WnTx/5/X6NHj1aCxcubFO8Dz74QG63WyNHjjy0GTwIGjQAAABAHDgOwae9nnvuOd166636xS9+oaVLl+rkk0/WxIkTtWnTpqjxKioqdOWVV+rb3/52B9YaWzRoAAAAgHjoBC2amTNn6rrrrtP111+vwYMHa9asWSouLtbDDz8cNd4NN9ygyy67TGPHjm3/SmMsaZ6hcTodcjr37+WQ0TzfcLRc7gD7LY1uZ+SjxGVOqIO3L7pNEYOGYQkzvyjJ73JZwkybo5A1SJm+8C5O81oDKyzbas202xVu69rv7XS7wtMNgZAlzDDlOxSybkM05nI3bNseCoUihpnzbQ8zoqzfvKzTZW3Xu2zlGylNp9caLxgMhr97/BHTaCXR8HeH7W8MzjrTcrbt8XhNy9nybJ6OFhYK2PJiWofXtg2Bhsh5MR8jbq81zJzPQKM1zFzWTlt1ZErHfnw6veEw+/5ye8PpBANBS5g5HZfbFs807XJZ1+cyHSNej32/h6c9bmuYxxTPZ1ufx3TMe2x1i8uUz2j1TrS6xh5kLkL7mWEvXzPD8j1yveSypWHeJnt95jPtM3u8NNN5le6zllmmP/K52TUlcl3ncoTPMXtxmquJDNv6MlI8zd/rG+zHUvh7Y9BaD6aa6t1GWx1pjpdiO1X27QufH27b8eI35a2uznremuvP1FSPJczjCcdrbIx8PqSl2zJjTsNWnubdaa93zdy288F8ztnDzMk4bTupoSG8vebtscdLT/dZwszpuFyR/36bkWGNZ752+X2R15dpKzNflDokxVQveVtcc8LL2q+b9abjx28rM6/b9LvAY11fummf1dmOQb8pn/W2Y9dSL9nyab72R3vmw77tZvbLstO8CvtlxfzdlqR52hWhjoxWryWDyspKy7TP55PP52uxXENDgxYvXqw777zTMn/ChAn68MMPI6b/5JNPat26dXr66ad1zz33xCbT3wA9NAAAAEAcOA7BP0kqLi5WVlZW82fGjBmtrn/nzp0KBoPKz8+3zM/Pz1dZWVmrcb7++mvdeeedeuaZZ+R2d46+kc6RCwAAAAAxsXnzZmVmZjZPt9Y7Y2bv0TIMo9VermAwqMsuu0zTp0/XgAEDYpPZGKBBAwAAAMSDo+Utdd80PUnKzMy0NGgiyc3NlcvlatEbU15e3qLXRpKqqqq0aNEiLV26VD/60Y8kNT0aYBiG3G633n33XX3rW9/65tvRTtxyBgAAACQhr9er0aNHa+7cuZb5c+fO1bhx41osn5mZqRUrVmjZsmXNnxtvvFEDBw7UsmXLdPzxxx+urFvQQwMAAADEQUeHWo6WXntNmTJFV1xxhcaMGaOxY8fq0Ucf1aZNm3TjjTdKkqZOnaqtW7fq73//u5xOp4YNG2aJn5eXJ7/f32L+4USDBgAAAIiHTtCimTx5snbt2qW7775bpaWlGjZsmN5880316tVLklRaWnrQd9LEGw0aAAAAIInddNNNuummm1oNe+qpp6LGnTZtmqZNmxb7TLUDDRoAAAAgDsxDLccqvWTEoAAAAAAAEhY9NAAAAEAcOGI8bHNMh4BOIPTQAAAAAEhY9NAAAAAAcdAJBjk7ItCgAQAAAOKBFk1McMsZAAAAgIRFDw0AAAAQBwzbHBv00AAAAABIWPTQAAAAAHHAsM2xkTQNGqfTIZezaS8bRni+fcebw5y2QIczPB0yLyjJYerrCoVsaSq8rDlN+zFnjmbvOjOn4XZE7liz5yvV7Wr+3jXFurt3VofD3I1BS5jPCK8jELJtqynjbpc1LyHTsiFbPHPWDFs+zZxOa5oO0woNe15M+8RhWEs0aIS3yRFlX7pcLkuY2xsuJ0fAGs+8fnMakuRoNKXptqYZME3bt8Ew70+nNZ6lsEPWfSSPP0qYz5SG7Xgxr8O+H4KNkfPiSwt/DzTYwlIjx/Onm9IPRM6L22sJ8vjC0/b95zQdd07bMejzh7c9ZDsZvT5P+LvXmk+Xy3Qs2dbn8YTX4bXt26DXiBjmdYfjedzWfLpMx0+KxxrmN6/Pdnw6Za5DbOVinrRVMNHqHvPmumzHteU8th0u5lPVXpdayjNkO1eirC/FVIYZPuu2p5vOzVDkKkRpXmt5ekzr8Hsi15+2rKiLP7z+Glug1x2etteR6b5wPutd1mPQfBwEgtawtNTwMe92WdeX5g8fu/vqrOeR1xs+/1NSPBHDGhqs9YR5P2Rm+i1h5v1ur68bG8P5drns+9Z8HlmCtG9fuH7x+azXI3OaKbZrVW1t5HjmfGZm+Cxh5vPWXtU5Tfsz2xavui68vsxUa71k3r7sdGs887Fs//2Qbtp/9vJM8UbOZ41pn6XbzodUUzz7MZ/qCZeTy2Hd76nuyGHm889+DLrN22c/WSzL2c+x8L512veDw3we2X48mesJ+zXc/LvAXjEdSDtiDnEkSpoGDQAAANCZMMhZbNCgAQAAAOKBFk1M0CMHAAAAIGHRQwMAAADEAcM2xwY9NAAAAAASFj00AAAAQBwwbHNs0KABAAAA4oAxAWKDW84AAAAAJCx6aAAAAIB4oIsmJuihAQAAAJCw6KEBAAAA4oBhm2ODHhoAAAAACatTN2hmzJihY489VhkZGcrLy9OkSZO0evXqeGcLAAAA+MYODNscy08y6tQNmvnz5+vmm2/Wxx9/rLlz5yoQCGjChAmqqamJd9YAAACAb8RxCD7JqFM/Q/P2229bpp988knl5eVp8eLFOuWUU+KUKwAAAACdRadu0NhVVFRIkrKzsyMuU19fr/r6+ubpysrKQ54vAAAAoN0YtjkmOvUtZ2aGYWjKlCk66aSTNGzYsIjLzZgxQ1lZWc2f4uLiw5hLAAAAAIdTwjRofvSjH2n58uWaM2dO1OWmTp2qioqK5s/mzZsPUw4BAACAtnMcgn/JKCFuOfvxj3+sV199VQsWLFCPHj2iLuvz+eTz+VrMdzoccu4f+sHhMJrn20eDCIUihzlNM0JBwxLmcYXbhg1GyBIW6eBy2FbgNOVLocgHpMtpDTNM0VLcLktYYyi8i7ulW3f31srwdENjMHLebGGmIrLmWVJjyDptzWc4LGRbzrw6t9vazg4Fw9sUdEXJp00oFN4PXp/XEuY07a+Q27q/3N5wuQQaA9ZEzdvusuYzGAjnzZ6vhvqGiGF1ta6IYUFPON/m7ZEkl2lfm9dtDwsFI8cLef2WsFCdacANb4olTJ7q8PdAgzXMvGzImhd3RpdwNFt5umzHq5k/zR8xzOUylZntfEhJC5//9vL0+cLxPB7rus3Hnf2w8vs94fR91nheU7w0n/Uc83nDy/ptx3WqJzzt91hX6DcdW37bceY0TdrrAqdp2mXbCEfECSv7tpvL0JDtvDV999ryac6by/6nsyh1ltOUaoav0RKWalo22iU7zbZvU0y7pcF+Hpm2r8F2rnQxRfTZ6ok0r6nOD1jLJcN0jNQ2WuM1mq4djbb1ZWeEp0OGNc100zEYyLKeG7X14fMq1XYM7msIn48+n62uMx+7qdY6MhSlvg4Ewulkplvj1ZnWZ9sEy7GUbotXWxve110yrddwr6lOdrmse96ctzS/ddvNZVFnu46lmM7NnAzr+szb3jXNmk/z+ZGTbo8X/u6x5dN8vARt5ek31QVOe91j2kdZfutxbT7O3M7IdYjHXkeaziP7OZ3qDpeZ22k7p03bZP9dY15Fy98opjrEtn3mZQ1boHn9TntdF6VCO1C89jg4snXqBo1hGPrxj3+sl156Se+995769OkT7ywBAAAAMRHroZaTddjmTt2gufnmm/WPf/xDr7zyijIyMlRWViZJysrKUkpKykFiAwAAAJ0XYwLERqd+hubhhx9WRUWFTjvtNHXv3r3589xzz8U7awAAAAA6gU7dQ2PYb8AFAAAAjhR00cREp+6hAQAAAIBoOnUPDQAAAHCkivVQy8k6bDM9NAAAAAASFj00AAAAQDzEeNjmJO2goUEDAAAAxANjAsQGt5wBAAAASFj00AAAAADxQBdNTNBDAwAAACBh0UMDAAAAxAHDNscGDRoAAAAgDhwxHuUspiOmJRBuOQMAAACQsOihAQAAAOKAMQFigx4aAAAAAAkraXpoPE6HPK6mdqthar8ahnW5kCM8w+OytvdCpoUdIWs8tzOcZmMbm8cH8tOcF1O+ArJmzGmadNhvkDRN2luomV5P8/e8VJ8lLD+9sfl7KGRdX3Vd5LCGQHjj7Xkx7AVq4jKVp9ttXc7tDod5PNYwn8/V/L22NnIb3Om05mVfbTie1+eNmGYgYN2ZKSnhMquvD0TMp509HbP6el/EMLcnfBo6bNtgmMo+FLKm73SG8xIMBC1hLrerTWFO2zFeWxUuJ6/fWmaBxtRwXoLWvJjTNGzHS2pmOF59bb0lzLyOQKO1rNOz0pq/248zjyec7/p66/ZlZfnD+bKdY+ZjxOu1Vn8ppmPCtgnKTA0fE13TrPuyrjG8/lSfNc0sfzhN+2mbatqGLL/bFhae9rlcljC/adpt2z7ztP18iHZftbluc9oWNB8itkNJbtMx6LWdG+Zk7GkGTQWc4rJuu0PhlXT1eyxhaaZy8Tit6zPXwX63tcwirVuSXKZ4tbYN9JjCqhqsYWne8DrqbOe+11RoKR5rPoOmsq5psMYzX3MabedYdmp421228qzxhs8dn219fk8430Fb/bzPdA6k2Y5B8z4L2OqeRtP2dkmz1hPVddbz2JIXU5llplj3bYXp+MlOt55jKaZ82o/jQDC8TZmp1ryY98O+Blv9Ylp/bpo1L+ZjpLir3xJmrosKM63x6gLheF7buWm+3jcGrfshzRfOp33f1nnCZW2vJzK8kX/Cpbojh6V4Ip8f5vPYXr+Yj0/7pd5cT9jjmX+Z2H8jmM8/w3Y9MpeZy1afmY/PUIs0W8bv1OiiiQl6aAAAAAAkrKTpoQEAAAA6E4Ztjg0aNAAAAEAcOBTjYZtjl1RC4ZYzAAAAAAmLHhoAAAAgDhgTIDbooQEAAACQsOihAQAAAOLA4YjxMzRJ2kVDDw0AAACAhEUPDQAAABAXPEUTCzRoAAAAgDjglrPY4JYzAAAAAAmLHhoAAAAgDrjhLDbooQEAAACQsOihAQAAAOKAZ2higx4aAAAAIInNnj1bffr0kd/v1+jRo7Vw4cKIy7744os644wz1K1bN2VmZmrs2LF65513DmNuW6JBAwAAAMSB4xD8a6/nnntOt956q37xi19o6dKlOvnkkzVx4kRt2rSp1eUXLFigM844Q2+++aYWL16s8ePH67zzztPSpUu/aXF0GLecAQAAAPHQCUYFmDlzpq677jpdf/31kqRZs2bpnXfe0cMPP6wZM2a0WH7WrFmW6XvvvVevvPKKXnvtNY0aNaojuf7G6KEBAAAAjiCVlZWWT319favLNTQ0aPHixZowYYJl/oQJE/Thhx+2aV2hUEhVVVXKzs7+xvnuqKTpoemR7VNmpi/e2ehULjg63jkA0NmledtWb/bKoX4F0Hn4DU+8s9Amh6qDpri42DL/rrvu0rRp01osv3PnTgWDQeXn51vm5+fnq6ysrE3r/MMf/qCamhpdfPHFHclyTCRNgwYAAABIBps3b1ZmZmbztM8X/Y9ODtvwaIZhtJjXmjlz5mjatGl65ZVXlJeX17HMxgANGgAAACAODtWwzZmZmZYGTSS5ublyuVwtemPKy8tb9NrYPffcc7ruuuv0r3/9S6effnqH8xwLPEMDAAAAJCGv16vRo0dr7ty5lvlz587VuHHjIsabM2eOrr76av3jH//QOeecc6izeVD00AAAAABx0NGhlqOl115TpkzRFVdcoTFjxmjs2LF69NFHtWnTJt14442SpKlTp2rr1q36+9//LqmpMXPllVfqT3/6k0444YTm3p2UlBRlZWXFbFvagwYNAAAAEA+dYNjmyZMna9euXbr77rtVWlqqYcOG6c0331SvXr0kSaWlpZZ30vzlL39RIBDQzTffrJtvvrl5/lVXXaWnnnrqm25BhzgMwzDisubDpLKyUllZWaqoqGjTvYQAAABIbJ3999+B/K3buksZMcxfVWWl+hbldNrtPlTooQEAAADioBN00BwRGBQAAAAAQMKihwYAAACIg0M1bHOyoUEDAAAAxEVsRzlL1pvOuOUMAAAAQMKihwYAAACIA245iw16aAAAAAAkLBo0AAAAABIWDRoAAAAACYtnaAAAAIA44Bma2KBBAwAAAMSBI8bDNsd2COjEwS1nAAAAABIWPTQAAABAHHDLWWzQQwMAAAAgYdFDAwAAAMSBY/8nluklI3poAAAAACQsemgAAACAeKCLJiZo0AAAAABxwLDNscEtZwAAAAASFj00AAAAQBwwbHNs0EMDAAAAIGHRQwMAAADEAWMCxAY9NAAAAAASFj00AAAAQDzQRRMTCdFDM3v2bPXp00d+v1+jR4/WwoUL450lAAAA4BtxHIJ/yajTN2iee+453XrrrfrFL36hpUuX6uSTT9bEiRO1adOmeGcNAAAAQJx1+gbNzJkzdd111+n666/X4MGDNWvWLBUXF+vhhx+Od9YAAACADjswbHMsP8moUz9D09DQoMWLF+vOO++0zJ8wYYI+/PDDVuPU19ervr6+ebqiokKSVFlZeegyCgAAgE7jwO8+wzDinJPoYv37NFl/73bqBs3OnTsVDAaVn59vmZ+fn6+ysrJW48yYMUPTp09vMb+4uPiQ5BEAAACdU1VVlbKysuKdjRa8Xq8KCgrUv0/sf58WFBTI6/XGPN3OrFM3aA5w2PrPDMNoMe+AqVOnasqUKc3ToVBIu3fvVk5OTsQ4yaiyslLFxcXavHmzMjMz452dhEd5xhblGVuUZ2xRnrFFecYW5dnEMAxVVVWpsLAw3llpld/vV0lJiRoaGmKettfrld/vj3m6nVmnbtDk5ubK5XK16I0pLy9v0WtzgM/nk8/ns8zr0qXLocpiwsvMzEzqCi/WKM/Yojxji/KMLcoztijP2KI81Sl7Zsz8fn/SNTwOlU49KIDX69Xo0aM1d+5cy/y5c+dq3LhxccoVAAAAgM6iU/fQSNKUKVN0xRVXaMyYMRo7dqweffRRbdq0STfeeGO8swYAAAAgzjp9g2by5MnatWuX7r77bpWWlmrYsGF688031atXr3hnLaH5fD7dddddLW7PQ8dQnrFFecYW5RlblGdsUZ6xRXkiGTmMzj6eHQAAAABE0KmfoQEAAACAaGjQAAAAAEhYNGgAAAAAJCwaNAAAAAASFg2aBDV79mz16dNHfr9fo0eP1sKFCyVJjY2NuuOOO3T00UcrLS1NhYWFuvLKK7Vt27aDprlixQqdeuqpSklJUVFRke6++27Zx4yYP3++Ro8eLb/fr6OOOkqPPPLIIdm+wy1SedrdcMMNcjgcmjVr1kHTpDwjl+eXX36p888/X1lZWcrIyNAJJ5ygTZs2RU2T8my9PKurq/WjH/1IPXr0UEpKigYPHqyHH374oGkmY3kuWLBA5513ngoLC+VwOPTyyy9bwg3D0LRp01RYWKiUlBSddtppWrly5UHTTcaylKKXJ9ei9jvY8WnGtQiwMZBwnn32WcPj8RiPPfaYsWrVKuOWW24x0tLSjI0bNxp79+41Tj/9dOO5554zvvrqK+Ojjz4yjj/+eGP06NFR06yoqDDy8/ONSy65xFixYoXxwgsvGBkZGcbvf//75mXWr19vpKamGrfccouxatUq47HHHjM8Ho/x/PPPH+pNPqSilafZSy+9ZIwYMcIoLCw0/vjHP0ZNk/KMXJ5r1641srOzjdtuu81YsmSJsW7dOuP11183tm/fHjFNyjNyeV5//fVG3759jXnz5hklJSXGX/7yF8Plchkvv/xyxDSTtTzffPNN4xe/+IXxwgsvGJKMl156yRJ+3333GRkZGcYLL7xgrFixwpg8ebLRvXt3o7KyMmKayVqWhhG9PLkWtd/Bjs8DuBYBLdGgSUDHHXecceONN1rmDRo0yLjzzjtbXf7TTz81JLX4gW42e/ZsIysry6irq2ueN2PGDKOwsNAIhUKGYRjG7bffbgwaNMgS74YbbjBOOOGEjm5Kp9CW8tyyZYtRVFRkfPHFF0avXr0OehGhPCOX5+TJk43LL7+8XWlSnpHLc+jQocbdd99tCT/mmGOMX/7ylxHTTObyPMD+gzEUChkFBQXGfffd1zyvrq7OyMrKMh555JGI6VCWTaL9AD+Aa1HbRSpPrkVA67jlLME0NDRo8eLFmjBhgmX+hAkT9OGHH7Yap6KiQg6HQ126dGmed/XVV+u0005rnv7oo4906qmnWl7EdeaZZ2rbtm3asGFD8zL29Z555platGiRGhsbv9mGxUlbyjMUCumKK67QbbfdpqFDh7aaDuXZ5GDlGQqF9MYbb2jAgAE688wzlZeXp+OPP77FrRWUZ5O2HJ8nnXSSXn31VW3dulWGYWjevHlas2aNzjzzzOblKc+DKykpUVlZmWWbfT6fTj31VEvdSll2HNeib4ZrERAZDZoEs3PnTgWDQeXn51vm5+fnq6ysrMXydXV1uvPOO3XZZZcpMzOzeX737t3Vs2fP5umysrJW0zwQFm2ZQCCgnTt3frMNi5O2lOf9998vt9utn/zkJxHToTybHKw8y8vLVV1drfvuu09nnXWW3n33XX3nO9/RhRdeqPnz5zcvT3k2acvx+cADD2jIkCHq0aOHvF6vzjrrLM2ePVsnnXRS8/KU58Ed2O6D1a2UZcdwLfrmuBYBkbnjnQF0jMPhsEwbhtFiXmNjoy655BKFQiHNnj3bEjZjxow2pWmf35ZlElGk8ly8eLH+9Kc/acmSJVG3kfK0ilSeoVBIknTBBRfopz/9qSRp5MiR+vDDD/XII4/o1FNPlUR52kU73x944AF9/PHHevXVV9WrVy8tWLBAN910k7p3767TTz9dEuXZHgerWynL9uNa9M1xLQKio4cmweTm5srlcrXojSkvL7f8haWxsVEXX3yxSkpKNHfuXMtfxFpTUFDQappS+K85kZZxu93Kycnp8DbF08HKc+HChSovL1fPnj3ldrvldru1ceNG/exnP1Pv3r0jpkt5tl6eubm5crvdGjJkiCV88ODBUUc5ozxbL899+/bpf/7nfzRz5kydd955Gj58uH70ox9p8uTJ+v3vfx8x3WQtz2gKCgok6aB1a2vxKMvIuBbFBtciIDoaNAnG6/Vq9OjRmjt3rmX+3LlzNW7cOEnhC8jXX3+tf//7322qkMaOHasFCxaooaGhed67776rwsLC5spy7NixLdb77rvvasyYMfJ4PN9wy+LjYOV5xRVXaPny5Vq2bFnzp7CwULfddpveeeediOlSnq2Xp9fr1bHHHqvVq1dbwtesWaNevXpFTJfybL08Gxsb1djYKKfTWpW7XK7m3rDWJGt5RtOnTx8VFBRYtrmhoUHz589vrltbQ1lGxrUodrgWAQdxeMcgQCwcGMb18ccfN1atWmXceuutRlpamrFhwwajsbHROP/8840ePXoYy5YtM0pLS5s/9fX1zWnceeedxhVXXNE8vXfvXiM/P9+49NJLjRUrVhgvvviikZmZ2erQjj/96U+NVatWGY8//vgRMbRjtPJsTWsjy1CeYQcrzxdffNHweDzGo48+anz99dfGgw8+aLhcLmPhwoXNaVCeYQcrz1NPPdUYOnSoMW/ePGP9+vXGk08+afj9fmP27NnNaVCeTaqqqoylS5caS5cuNSQZM2fONJYuXdo86tZ9991nZGVlGS+++KKxYsUK49JLL20xbDNlGRatPLkWtd/Bjk87rkVAGA2aBPXnP//Z6NWrl+H1eo1jjjnGmD9/vmEYhlFSUmJIavUzb9685vhXXXWVceqpp1rSXL58uXHyyScbPp/PKCgoMKZNm9Y8rOMB7733njFq1CjD6/UavXv3Nh5++OFDvamHRaTybE1rFxHK0+pg5fn4448b/fr1M/x+vzFixIgW70yhPK2ilWdpaalx9dVXG4WFhYbf7zcGDhxo/OEPf7CUDeXZZN68ea3WjVdddZVhGE1DN991111GQUGB4fP5jFNOOcVYsWKFJQ3KMixaeXItar+DHZ92XIuAMIdh2F4XCwAAAAAJgmdoAAAAACQsGjQAAAAAEhYNGgAAAAAJiwYNAAAAgIRFgwYAAABAwqJBAwAAACBh0aABAAAAkLBo0AAAAABIWDRoACCBTZs2TSNHjox3NgAAiBuHYRhGvDMBAGjJ4XBEDb/qqqv00EMPqb6+Xjk5OYcpVwAAdC40aACgkyorK2v+/txzz+nXv/61Vq9e3TwvJSVFWVlZ8cgaAACdBrecAUAnVVBQ0PzJysqSw+FoMc9+y9nVV1+tSZMm6d5771V+fr66dOmi6dOnKxAI6LbbblN2drZ69OihJ554wrKurVu3avLkyeratatycnJ0wQUXaMOGDYd3gwEA6AAaNABwhPnvf/+rbdu2acGCBZo5c6amTZumc889V127dtUnn3yiG2+8UTfeeKM2b94sSaqtrdX48eOVnp6uBQsW6P3331d6errOOussNTQ0xHlrAACIjgYNABxhsrOz9cADD2jgwIG69tprNXDgQNXW1up//ud/1L9/f02dOlVer1cffPCBJOnZZ5+V0+nUX//6Vx199NEaPHiwnnzySW3atEnvvfdefDcGAICDcMc7AwCA2Bo6dKiczvDfq/Lz8zVs2LDmaZfLpZycHJWXl0uSFi9erLVr1yojI8OSTl1dndatW3d4Mg0AQAfRoAGAI4zH47FMOxyOVueFQiFJUigU0ujRo/XMM8+0SKtbt26HLqMAAMQADRoASHLHHHOMnnvuOeXl5SkzMzPe2QEAoF14hgYAktz3v/995ebm6oILLtDChQtVUlKi+fPn65ZbbtGWLVvinT0AAKKiQQMASS41NVULFixQz549deGFF2rw4MG69tprtW/fPnpsAACdHi/WBAAAAJCw6KEBAAAAkLBo0AAAAABIWDRoAAAAACQsGjQAAAAAEhYNGgAAAAAJiwYNAAAAgIRFgwYAAABAwqJBAwAAACBh0aABAAAAkLBo0AAAAABIWDRoAAAAACSs/w/n+wa8/yuwJQAAAABJRU5ErkJggg==",
"text/plain": [
""
]
@@ -3540,14 +3541,14 @@
},
{
"cell_type": "code",
- "execution_count": 51,
+ "execution_count": 19,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
- "image/png": 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",
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",
"text/plain": [
""
]
@@ -3585,7 +3586,7 @@
},
{
"cell_type": "code",
- "execution_count": 52,
+ "execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
@@ -3614,22 +3615,22 @@
},
{
"cell_type": "code",
- "execution_count": 53,
+ "execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- ""
+ ""
]
},
- "execution_count": 53,
+ "execution_count": 21,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -3660,7 +3661,7 @@
},
{
"cell_type": "code",
- "execution_count": 54,
+ "execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
@@ -3687,7 +3688,7 @@
},
{
"cell_type": "code",
- "execution_count": 55,
+ "execution_count": 33,
"metadata": {},
"outputs": [
{
@@ -3699,15 +3700,15 @@
" (0.0005, 0.1)]"
]
},
- "execution_count": 55,
+ "execution_count": 33,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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JSkoKy5YtIykpCZVKRePGjXn33Xd54403cHFxsWnMtVVsbGyh78XNPROV5f333yc7O5vY2Fhmz55NUFAQ7du3p02bNlVyf1sQiVoQqklOTk6JnymVSjQaTamOVSgU2Nvbl+vY3NzcYgt7gHVs8MaJWyUdW9oJWuV19OhRANq0aWPzfb5Hjx7N6NGjb3vchg0b6NatG56enkU+e+yxx4otgCIU5uLiUuUPLTqdjvHjx/P+++9Tr149Jk+ezJw5c+jRowdbt26la9euVRpPeYlELQjVxMnJqcTP+vfvz8aNGwv+7OPjQ25ubrHH9uzZs1Ct6fr165OcnFzssZ06dSq0F3qLFi24dOlSsce2aNGCU6dOFfy5c+fOREREFDmupERvK/mJun379pV6n1vp3r17sWunhZpLlmWGDBlCixYtCAoKAmD27NkolUpmzpzJ448/TmRkZK2Y1CsmkwmCUKPld31XZ6J+6623ePDBB6vt/kLZ/fLLL2zcuLHIcMWXX37Jo48+SlJSEvPnz6+m6MpGtKgFoZpkZ2eX+NnNXbxXr14t8ViFovDzdnR0dKmPjYiIuGXX940OHjxY6a3nm2VlZXHhwgXAWqRCEErrjz/+ACiYiJhPkiQ+/PBDNm7cWFCetKYTiVoQqsntxnYtFkupjy3LdW90c/EQWx1rK8eOHUOWZVQqVaF1sIJwOwaDAYC4uLgikxDzN3K5cR5ITSa6vgVBqLHyx6dbtGhRZbOEhZrFZDIBlFjNMTQ0lJCQkCIV4wYOHAjAqlWripyzb98+gEIz+2sykagFQaixasL4tFB98vLyOHHiBHA9ud4sf4etd955p9D7zz77LE888QRLly5lzpw5GI1GwPozNW7cOEaMGMGQIUMq9wuwEZGoBUGosfJb1GJ8+u4zbNgwvLy8OHnyJGDdRtTT05NFixYVOm748OE4OzsXbIGaT6FQ8OuvvzJr1iyWLVuGj48P9erVY/z48UyZMoUVK1aUuzxpVRNj1FVMbMohCKWj1+s5ffo0IFrUd6PVq1eX6rgRI0YwYsSIYj9TKpW88sorvPLKK7YMrcqJFnUVmzBhAhEREYXWsgqCUFR4eDhGo7FW7XIkCJVBtKgFQaiROnbsWOXLwQShJhItakEQBEGowUSiFgRBEIQaTCRqQRAEQajBRKIWBEEQhBpMJGpBEARBqMFEohYEQRCEGkwkakEQBEGowUSiFgRBEIQaTCRqQRAEQajBRKIWBEEQhBpMJGpBqASi9KVQHuLnRiiOSNRVbP78+bRo0YLOnTtXdyhCJVAorP+kxO5oQnnk/9zk/xwJsGnTJrp168bSpUvLdJ7BYMDb2xtJkm75SkpKqpzAbUj8NFQxsXvWnU2tVqNWq8nOzq7uUIRaKCsrq+Bn6G63Zs0aQkJCGDBgAHv37i3z+WvXriU5OfmWx4SEhODt7V3eEKuMSNSCYEOSJOHs7ExGRgZ5eXnVHY5Qi+Tl5ZGZmYmzszOSJFV3ONWuU6dOhIWFERwcXK7zFy9ezKuvvsrx48e5cuUKSUlJBa+EhAScnZ0ZPHiwjaOuHGKbS0GwMS8vL/Ly8oiJicHFxQVnZ2eUSmWZf/laLBYMBgM6nU50hd6hZFnGbDaTlZVFZmYmWq0WLy+v6g6rRmjYsCEA7du3JzIyskznRkVF8cADDzB16tRiP9+yZQtZWVkiUQvC3UqpVBIYGEhycjJZWVmkp6eX6zqyLJOXl4e9vb1oYd3h1Go1bm5ueHl5oVQqqzucGsXOzq7M59StW5cpU6aU+Pmvv/5KSEgI9erVq0hoVUYkakGoBEqlEl9fX3x8fDAajVgsljJfw2g0smXLFh588EEcHR0rIUqhJlAoFKjVavEwVoLyfF+0Wm2JnxmNRtavX88777xTkbCqlEjUglCJJElCo9GU69wvvviCTz75hLlz5/Liiy/aODJBqFqZmZmF/qzVam+ZUCvLrl27SEtLY9CgQVV+7/ISiVoQaih7e3v0ej1z5sxh7NixYpxaqHbNGmpxVpWthZtlkiFeR2BgYKH3p0+fzowZM2wYXenUtm5vELO+BaHGeuGFF7C3t+fMmTNs27atusMRhAqJjY0lIyOj4FXSRK/KZDKZWLduXa2ZRJZPJGpBqKFcXV156KGHAJg1a1Y1RyMIFePi4lLoVZ3d3iJRC4JgMwMGDEChULBz506OHz9e3eEIQq2W3+19czd8TScStSDUYD4+Pjz55JMAzJ49u5qjEYTaK7/be8iQIdUdSpmJRC0INdykSZMA+O2334rMnBUEoXT++usvUlNTa9Vs73wiUQtCDde5c2fmzZvH2bNncXFxqe5wBKFW+vXXX+nSpUut6/YGkagFoVaYMGEC/v7+1R2GIFQ5k8kElLwjXWhoKCEhIXz99de3vEZtnO2dTyRqQahlxM5cwt0iLy+PEydOALBv375ij5k5cyYHDhy4ZaWx0NBQUlJSamW3N4hELQi1xqVLl+jXrx8dO3YsV0lSQahNhg0bhpeXFydPngSsu2F5enqyaNGiQscNHz4cZ2dnnnvuuRKvVZu7vUFUJhOEWsPT05N9+/aRnp7On3/+yWOPPVbdIQlCpVm9enWpjhsxYgQjRoy45THfffedLUKqNqJFXcXmz59PixYt6Ny5c3WHItQyTk5OBTW/Z86cWc3RCIJQVUSirmITJkwgIiKCgwcPVncoQi00ceJEVCoVYWFhHDp0qLrDEQShCohELQi1SEBAAMOGDQNEARRBuFuIRC0ItUx+AZRffvmF2NjYao5GEITKJhK1INQyHTp04P7778dsNvPtt99WdziCIFQyMetbEGqhGTNmEBkZedvZroIg1H4iUQtCLdSzZ0969uxZ3WEIglAFRNe3INRyFotFFEARhDuYSNSCUIutXLmS5s2bs3bt2uoORRCESiIStSDUYmfPnuXcuXOiAIog3MFEohaEWmzChAloNBr27t3L3r17qzscQRAqgUjUglCL1alTp2Dm96xZs6o5GkEQKoNI1IJQy+UXQPnjjz+Iioqq5mgEQbA1kagFoZZr3bo1ffr0wWKx8PXXX1d3OIIg2JhI1IJwB5g8eTJg3bM3MzOzmqMRBNvZtGkT3bp1Y+nSpRW+VlpaGrNmzWLgwIGMGzeOGTNmYDQaKx5kJROJWhDuAH369GHChAls3LgRZ2fn6g5HECpszZo1hISEMGDAAJtMlPz5559p2rQpqamprFy5ku+++44ZM2agVqttEG3lEpXJBOEOIEkS8+bNq+4wBMFmOnXqRFhYGK1btyYyMrJC15o2bRqzZ89m3bp1PPzwwzaKsOqIFrUg3IFkWa7uEAShQho2bIhWq6V9+/YVus5nn33Gp59+yooVK2plkgaRqAXhjpKcnMwbb7zBQw89JJK1cEews7Mr97nbtm1j2rRpDB06lEGDBtkwqqolErUg3EFkWWb+/Pns2rWL//77r7rDEYQKkySpXOcZjUZeffVVZFlm+vTpNo6qaolELQh3EG9vb5599lkAUVZUqFEyMzMLvfR6faXeb82aNZw9e5Z77rmHyMhIhg8fTocOHQgKCmLEiBFcvHixUu9vS2IymSDcYSZNmsR3333Hhg0biIyMJDg4uLpDEu4QPm08cNGWrX1nr7fAvwkEBgYWen/69OnMmDHDhtEV9uuvvwKQlJREdnY2P/74I0qlkrlz5/LWW2+xbds2wsLCaNGiRaXFYCuiRS0Id5hmzZrxyCOPIMsyc+bMqe5wBAGA2NhYMjIyCl5Tp06t1Pv9888/gLW07tNPP429vT0ajYY333yTESNGkJKSwvPPP1+pMdiKSNRVbP78+bRo0YLOnTtXdyjCHSy/AMqSJUtITU2t5mgEAVxcXAq9tFptpd0rJyeH9PR0APz9/Yt8/n//938AHDx4kFOnTlVaHLYiEnUVmzBhAhERERw8eLC6QxHuYL169aJdu3bk5eXx7bffVnc4glClbqzO5+LiUuTzbt264ebmBsDp06erKqxyE2PUgnAHkiSJadOmsXfvXoYPH17d4QhClfLy8kKSJGRZLrGkbkBAAOnp6VgsliqOruxEi1oQ7lCDBw9m1qxZ1K9fv7pDEYQqpVaradOmDUCJXdv567ObNGlSZXGVl0jUgiAIwh1n2LBhAGzevLnYz6Ojo2nUqBFt27atyrDKRSRqQbjD7d69m4EDB/LXX39VdyiCUGYmkwkAs9lc7OehoaGEhIQU2eL15ZdfJiAggLVr13L+/PlCn/35558kJyfz8ccfl7ugSlUSiVoQ7nCrVq1i/fr1ogCKUOvk5eVx4sQJAPbt21fsMTNnzuTAgQO88847hd53dHRk48aN2Nvb89RTTxETEwNYu8Jffvll3njjDYYOHVq5X4CNiEQtCHe41157DUmS2Lx5c62Y4SoIYO269vLy4uTJk4B1r3VPT08WLVpU6Ljhw4fj7OzMc889V+Qa7dq1Y9++fTRo0IC2bdvStGlTxo0bx2effcaXX35ZJV+HLYhZ34Jwh2vcuDGPP/4469atY/bs2Xz33XfVHZIg3Nbq1atLddyIESMYMWJEiZ+3aNGCdevW2Siq6iFa1IJwF8gvgLJ8+XKSkpKqORpBEMpCJGpBuAt0796dzp07o9frWbhwYXWHIwhCGYhELQh3AUmSClrV8+fPR6fTVXNEgiCUlhijFoS7xKBBg/j+++956qmnqjsUQRDKQCRqQbhLqFQqdu3aVd1hCIJQRqLrWxAEQRBqMJGoBeEuo9Pp+PHHH5k4cWJ1hyIIQimIrm9BuMtcvnyZsWPHYrFYePHFF2ndunV1hyQIwi2IFrUg3GUaNGhQMKFs9uzZ1RyNIAi3IxK1INyF8pdq/fTTT1y5cqWaoxEE4VZEoq6lzunzmHD5PN+nXcEiy9UdjlDLdOnShW7dumEwGJg/f351hyMIwi2IRF3L6CwWvkyOo/elk/yRlcJ7SZcYlXCOdLOpukMTapn8VvXChQvJzc2t5mgEQSiJSNS1yO7cDHpfOsms1HiMyITYO6OVJLblpPNwTDgndTnVHaJQiwwcOJAGDRqQkpLCihUrqjscQRBKIBJ1LZBqNvLalQsMijvDBaMOX6Wa7/0aszagOesDWxKo0hJj1PNo7Cl+zrha3eEKtYRSqWTSpEk8/PDDtGzZsrrDEYRibdq0iW7durF06dJyX+PVV19FkqQir9pS977Uy7M++OCDSgvivffeq7Rr12ayLPNbVjIzkmJINZuQgGddfZjmFYiL0vpX19bOkW1BrXjlygV25qTzemIUB/Oy+cSnPvYK8Rwm3NrEiRN5+eWXqzsMQShizZo1zJw5kwMHDgAwbty4cl0nOTmZxYsXF3nf09Oz2D2sa6JSJ+oZM2YgSRKyjScuSZIkEnUxogw63r4aRVhuJgDNNPZ86duATvbORY51V6pYVrcJ36Qm8EVKHKszkzipz+F7v2AaaOyqOnShFpEkqbpDEIRiderUibCwMFq3bk1kZGS5rzNnzhzGjx/P2LFjC73v5OSEg4NDRcOsEqVO1D4+Pnz++ec2vbksy0ydOtWm16ztDLKFhamXmZMaj06WsZMkJnn685K7H2qp5BayQpJ41dOfDvZOvHT5PKf0ufSNCWdOnYb0c/Kowq9AqI0SEhKYN28eQ4YMoV27dtUdjiDQsGFDANq3b1/uRJ2VlcXSpUs5fvw4np6etgyvSpU6Ubu4uFRKN8Enn3xi82vWVgfzsngzMYqzhjwA7nNw4XOfBtQvQ6u4h4MrO+q15sXLkRzUZTMqIZIJ7n687RWISrSehBJMmTKFlStXEhsbKyaWCTWKnV35ewUXLFiAi4sL27dv54EHHsDX19eGkVUdMYhZA2SYTUxJjOKx2AjOGvLwVKqYV6cRq/2blSlJ5/NTa/g9sDnj3OoAMD/tMkPiTnPVZLB16MId4rXXXgNg9erVxMXFVW8wgnCD8g7P6HQ65syZw+nTp3n66afx9/fniSee4OzZszaOsPKVOlF7eXlVSgCVdd3aYkt2OvdFn2D5tdnaw128CavfhqdcvCo0fqiWFLzvE8R3fo1xlBTszcvioUvh7L025i0IN+rYsSM9e/bEZDIxb9686g5HuANlZmYWeun1+kq93549ewgMDCQoKAgAs9nMunXraNeuHatWrarUe9taqbu+9+zZUykBVNZ1a4vXUy6hcHKkkdqOL3wb0M3BpcRjTRhJ5BIJnCeBCyRyiRZ0pTtPlHjOo86eNNc6MCYhkrOGPAbHneYdr3qMd68jJhIJhUyePJl//vmHb7/9lnfffRcnJ6fqDkmoYdQhvqgdlGU7J9cM8xMIDAws9P706dOZMWOGDaMr7IEHHiiYMR4bG8v333/Pl19+iU6n45lnnsHLy4uHHnqo0u5vS2L3rGqmAV718Odlj7pob1hOZcFMMvHEX0vKCZwnkUuYKVyB7DIXCaQpQbQo8R6NNfZsrteStxKj+D0rhQ+SYziQl8XcOg0LlnkJwoABAwgODiYyMpIff/yRV155pbpDEu4gsbGxuLhcb4hotdoqu3dgYCAffPABw4cPp1evXiQmJjJhwgTOnj1bKxosYoy6mv3h15TXvfzJUSRykv/YxlKW8C6f8SwLmcwGFnCIbSRwATMm7HGiEe3owVM04x4ANrAQI7fuRnJQKPmmTiM+86mPRpLYmpNG35hwTulFNTPBSqFQMGnSJADmzp2L2Wyu5oiEO4mLi0uhV1Um6nzNmzdn8+bNKBQKIiMjOXz4cJXHUB5V1pxKTU3Fw0MsE7rZEft5/MVldGQX+UyDHX40pC6N8acxdWmEGz5IWJ8AdeQQz3lSucw//EpvRt7yXpIk8ZybL23tHBmTEEmUUc+AmFN85tOAoa7elfL1CbXLc889x6effkrfvn3Jyckp1AIShDtBhw4dGD58OD/99BMXLlygU6dO1R3SbVVZom7fvj2XLl2qqtvVWPPnz2f+/PkFrZVoRQR2qFGipg71ryXlRtSlEZ7URUHJ40F2OPIIY1nN5+xhAy3oSl0a3TaGdnZObA9qxcTLFwjNzeC1xIscyMviY5/62NWAamY5soHD5ljaKwNwlqr+qftu5uDgwIULF1Cr1dUdiiBUmt69e/PTTz/VmnkYlZ6oZVlm7969JCQkVPataoUJEyYwYcIEMjMzcXV15SHzszSnPT4EoqTsvxyb0plW3Es4u9nAAsbyWamu46FUs9K/KXNSE/gqJY6fM5M4oc9hsV8wQdVUzUyWZXaaI/na8C/Jcg5OaBimbs8QdTuRsKuQSNLCnc7Pzw+lUknnzp2rO5RSKXXzydfXF6VSWeaXSqWiR48eWCyWyvw6aq22lvvxo2G5knS+vozCARcSucR/rCv1eQpJYrKnPz/7N8VdoSJcn8vDMeFsz04rdyzlFW1J5WXdWt7TbyVZzkGDkmwMLDbu58ncJfxg2E+WXLnLOYTC9u/fz9y5c6s7DEGwufDwcIYOHYqPj091h1IqpU7Ur732GrIsl/slVB5HXOnLKADC+J2rxJbp/Psd3dgR1IoOdo5kWMw8l3COT5JjMVXB31uebGSBYTfP5P3MYUscGpSMUYewzWEcH2n70VDyKJSwFxv2iYRdBc6dO0eXLl2YPHky0dHR1R2OcBczmawrXUqa3BgaGkpISAhff/11ofdzc3PJy8srcnxGRgbr1q1j5syZtg+2kpQ6UU+cOBEPDw9CQ0PJzc3FYrGU6mU0GgkLC0NRA8Y+72StuJcmdMSCiQ0swELZZuz6q7WsDWzBaDdrib1vUhMYFneGJJOxMsJFlmX+Np1neN4KVhgPY8JCN2V9frYfyWhNCHaSmgdVwaywH1EoYf9gPMATuUv43rCPTFlXKbEJ0KRJE3r37o3FYuGbb76p7nCEu1ReXh4nTpwAYN++fcUek7/D1jvvvFPwntlsJiAgAD8/PxYuXIjRaP09durUKV5//XWWLVtGnTp1Kv8LsJFSZ09nZ2defvllOnbsWKbaq0qlku7du+Pn51euAIXSkZB4hHFocSCeSPazuczX0EgKPvKpz8I6jXGQFOzOy6TXpROsTL+K2Yat61hLOpP1G5iq30yinE0dyZkvtAP4Svso/grXQscqJKkgYX+s7UdDyZMcDPxoPMCTuUtFwq5EkydPBuD7778nIyOjmqMR7jbDhg3Dy8uLkydPArB48WI8PT1ZtGhRoeOGDx+Os7Nzob0olEolH374Id7e3kyaNIlGjRoxcuRI9u/fz6JFiwo2/KgtJLkM/dJpaWnIslyuZVYJCQnUrVu3zOfdqfInkyUnJ9t0V5fD7OBPvkWFhpeYhQfle2o8p89j3OXIgg1CWmkd+MA7iK63qJx2OzrZxArjIVYaD2PAjBoFI9QdeU7dCTupdGP0FlnmH/MFfjDs54KcAoATGmbZPU5rZfkeBjNIYgcr0GCPJ354UhdP/HCnDqoKzB2oKKPRyObNm+nfv3+1TPCSZZlWrVoRERHBzJkzCxK3ULOkpKTg5eVFRkZGpS2ny/99lba8PS5lrEyWmWvG/dmjlRrfna5Ms77d3d3LfSORpKtGB3pzit1EEc5GFvEs0wvWXZdFE60924NasSQ9kVkp8YTrc3ky7jSPOnnwP+96BKrLNgv7P1MUsw3/kCBba43fowjkde391FOU7WdKIUn0UjWmp7IR/5gvsNiwn4tyCu/rt7PS/ulSJ/wb7WcLpyhaylZCgSteeBNAL4bhR+16Cq8oSZKYNGkSY8eOZe7cubzyyiuoVKKSnSBUNTFwfIeRkHiUl1ChIZpwjrCz3NfSSApedPdjd/22POvqgwLYmJ1Kj+jjfJ4cS67l9uPgly2ZvKXbyJv6jSTImXhLjnyk7cccu4FlTtI3yk/Y39oPwkdyIl7OYJFhb7mulcB5AJpxD63ojh8N0WCPjIV0rhLJEcL4rdyx1mYjR47E29ubmJgYfv/99+oORxDuSiJR10I6yxWumLZyzjCTJFNYkc/d8eUBhgOwgxVkklKh+3mp1Hzu24AdQa25194FvSwzJzWBe6OO81tmMpZiRk+MspnlhkMMz1vJv+YolCgYoe7AavtneFAVbLP6uk6Slrc1DwCwxnSM4+ayrde3YCaBiwD0YjhP8Rrj+IK3Wc7rfM8jjAPgCtE2ibe2sbOzY8KECQQFBdWKmsiCcCeyeaJ+9dVXGT16tK0ve9eSZQvZlvPEGX8jXP8uu/MeZbfuUU4Z/kesaTUnDK8TY/y5yHkh9CeAJujJZRPfIVPxyWAttA78GtCMxX7B1FNruWI28vKVCzwae4ojeddLoB4xx/Fc3ioWGvegx0R7hT/L7YczUdMdB0lT4Thu1lVVn0dUzZGBT/Q70cmm256TL5l4jOhQY4cX14dnJCSccKclXQFI5yp6cm0deq3w5ptvcv78eYYMGVLdoQjCXcnmA04///wzqamp/PDDD7a+9F3BIhvItJwm3XKMDPMx0i0nMFF4D2kJJc6KpqjxIMXyH5HG2ejlRBqrX0WSrM9eCpQ8xkt8y5uc4zDh/EdrelQ4PkmSeMTZgwcd3fgu/TJzUxI4osvhkdhTPO7ijIdrDKGWcwC4Y89ETXf6qZpVemvsFU0P9ptjiJHTWWzcx0RN91KdF3+t27suDYst12qPMy54kkkKiVyiHs1tGndt4ODgUN0hCMJdTcwMqWYmOZtk8xkyzMdJtxwj03IKC4ZCxyiww1XRGjdFO9yU7XBRtEIlOSDLMjGmlZw3fk2M6Wd0chItNTNQXGu1ehPIfQwilNVs4Uca0gZHXIsLo8zsFApe8fBnqIs3nyTHsNl0miOOh1BeG7d+VNmSCdp7cZWqphypi2THW5pevKX/k1XGo/RSNqal8vYz3q8n6sYlHuNLEJmkcIXouzJR5zMajaxZs4Zu3brRoEGD6g5HEO4aYoy6mu03Pclx/WtEm5aQbjmKBQNq3PFW3k+wehKdtUvpaR9KB7sFNNSMw0N5DyrJ2sKRJIkg9TO01HyAhIqr5h0c1b+CUc4quP69DMSXIPLIYgu27+XIlDLIdT2Cl3sUSoUZg8GBy1dbsC7Bk3+zc6q0Kl0PVUMeVjbFgszH+p0YStEFnj+RzP+Wibo+AInc3ZvKjBo1ipEjRzJ79uzqDkUQ7ioiUVc7GXspAD/lAJpr3qWr3W/0sN9GG+2X1FM/jYuyJQrp1h0fdVT9aKedgxJH0i2HOaIbh85yFQAlKh7j/5BQcIo9nOGATaLOkQ18rf+XF3SrCbdcwQE1r6p7MFX5GJ6yJ7EmPWMvn+epuNOE66puz+tJ2vvwkByIklP50Xjrr9WEoSD53ipR1ylI1NG2CtMmbDHvoCzyC0r8+OOPpKVVfT14QbhbiURdzTqpVtPNfi0ttNOpq3ocB0X5Ztd6KEPoaPctGjzJls9zSD+KbMsFAOrSiG48BsAmvkdH+RNnfunPp/NWssp0FDMyvZSNWWU/kmGa9gxy8eHf+m2Y7OGPnSSxNy+Lh2LCeSo2gg1ZKRjkyt2cxVWy503N/QCsNB7mjPlqicdeIRoLZhxwwZWS9+P2JQiARGLKXJq1skQTzuc8xzH+rrJ7Pvjgg7Rp04acnBy+++67KruvINztbJ6ohw0bxrPPPmvry96xtJLtqpI5K5rSye5HHKQg9HIih3VjSTMfBaAng/GkLtmksZ3l5bp+giWDN/QbmarfzFU5m7qSC7O0j/GJXX98FM4FxzkolLzpFcC/9dvyhLMnCmBPXhYvXj5Pp4vH+DQ5llhj5W2scb+qMb2VwZiR+Ui/A6NcfHKNv6Hb+1ZFYTyogwoNJgykcqVSYi6rcHajJ5cz7K+ye0qSVFCd7Ouvv8ZgMNzmDEEQbMHmifqbb75hyZIltr6sUEr2irp0sluMq6INJrI4pp9IomkXarQ8xkuAxFF2cZETpb6mUTaz1HCQp/N+Yo85GhUKnld35if7kXRV1S/xvAC1lgV+jTnQoB2TPPzxVapJMhv5OjWBkKhjPBN/lh3ZaTatI55vsrYn7thzQU5hqfFgsccklGIiGVhn0PtSD6g549T5DxnplNxjUBmGDRtGnTp1SEhIYM2aNVV6b0G4W1UoUbdp04ZDhw6V+PmuXbt49913GTVqlFhbXYXUkhvttfPxVt6PBQPhhqnEGn+hHs3pTF8ANrIIA7ffzOKIOY5n837mW+Ne9JjoqAhghf3TvKjpit1txs7z+au1vOUVwMGG7fjeL5j7HFyQgZ056TybcI6QqGPMSYnnqsl2LTR3yYHJ2p4ALDMe4pw5qcgx8aWYSJYvf0JZfuETWZZJNx8nz1K2Aiu2YETPVWIASCepSseqtVotEydOBKy7FoktbAWh8lUoUYeHh9OtWzc+/PBDLJaiY48PPvggH330Effffz9Lly6tyK2EMlJKdrTWfIa/ahAgc874FecN3/CgPAxXvEjnKn/JP5Mp64i2pHLEHMcO0zlWG4+ywLCbj/Q7mJj3BxN0fxAtp+GOPTO0ffjG7gnqK8q+KQuAWlIwwNmDXwKa81/9Nox3r4O7QkW8ycDnKXF0vHiMcQmR/JebYZME8KAymPuVjTBj4SPDDkw3dIHryCEFa5KtS6PbXqtgnFqO4qrpLw7oRnJYP4bD+jFY5MrZCrQk+WPrAHpy0ZF9mzNsa/z48Tg4OODm5kZ6enqV3lsQ7kYVWketVCoxmUzMmDGDrVu3snLlymLXVz777LNi550qIssyORhIlXNJkXNJlZ4gV2HBwfIHl0zL2WM6QqSiFT52yexjM3N18aRbSl5bLQFPqFrzoqYrLjZcE91IY8907yCmeAayMTuFFelXOajLZmN2KhuzU2mssWNJ3SY01tiX+x6SJPGmthdHcuOJtCQzPG8lrZV+tFTUwUuRDkpww6dUa8t95Xp4mnNwMW7lpLyu4H29nESSOQxf1YPljrOs8rvs86VxFXucSzja9jw9PTl37hz+/v5Vdk9BuJtVKFHXr1+fWbNmMWbMGPbu3Uvbtm2ZM2cOo0aNKnJsRXbeEorKk42sM4VzyZJGmpxLipxjTcxyLoYiM5MdaU83BrIXfymctuZkjhr8qaNJppX2HCfyuuIuOeMhOeApOeBxw6uFsg6NFLab8HYzO4WCwS7eDHbx5pQ+hxXpV/ktM5nzBh1fJMfxXd3gCl3fQ3JgqvYB3tNvJU7OIM6UwRbO0FAdQxMlXDZp+dr8L62UdbhX2QDtTd35sixz1byTBON3NJeTAVDiQKBqGCayiTOtIcG0rkoTdfxNiTqdq6XqFbAlkaSFqrJp0yY+/vhjxo0bx/PPP1/h673xxhvMnDmTqKgo6tevX+HrVYUKJWpJknj00UcJDw9n3LhxrF+/nrFjx/Lnn3/y/fffF9pnWRT0t529pmi+MIRy5YbCJjdzQI2n5HhD0m1Ditweb8tiGklXaGLWcsziAIpc3nJ040GersKvoHgttY585tuAYa7e9Is5xc6cdHItZhwUZdv/9mb3qxqzUTmaU+ZETlmucMpyBYviDACXzCr+MR0FEzRVePO5dgC+N8xgv2LeQoRhOgBmlMSrnOih/phGUgh5ljjiTGtItewnz3IZe0X59sMuq/xE7YALuWRW+YSyGyUlJbF//34GDBhQbTEId6Y1a9Ywc+ZMDhyw1kMYN25cha/577//1sqCPTYpIert7c3atWv58ccfmTRpEuvXr2f//v388MMP9O3b1xa3EIAUSw5zDGHsNEcCUEdypr+qOV7XEvKNreGS9mXOtIRwTPcaRvkS7fQeHNDasVuxjpZ0pQ41oyxkW60jASoNcSYDoTkZPOJcvjHxG7lK9nRT1afbtUlhs+TNZAEDlQ8Qgx27TJGctSTxQt5qPrV7hLZK6wYd8aa1APgpHyVcoyBGOkYySTQG7BUBuCs6kWY5xGXTRhpqKv6L5HbyyCaVywA0J4TD7CCtmhL1+fPnadWqFZIkERsbi5eXV7XEIdyZOnXqRFhYGK1btyYyMrLC18vOzmbUqFFotVry8vJKdc4HH3xQ4fuW5L333iv1sRVK1DdP+Bk1ahQPPPAAzz33HP/++y+PPPII//d//8eXX35Zkdvc9SyyzAbTKRYYdpOFHgUSQ1RtGavpUubdqFwUzels9wNH9a+SJ8fQXqfhpNad9coFjOFTlDWg/LskSQxw9mBR2hU2ZafaJFHfKItUsqRUJBQ8obofjcqekeqOTNH/SaQlmYm6P3hDcz8PK73IsBwDJBqqX+Sq9DenOVZoiVZd1UDSDIdIMG+ggTwaSapY6/92ErAWsXHHl7o04jA7qq1F3ahRI1q1asXhw4dZuHAh//vf/6olDuHO1LBhQwDat29vk0Q9adIkhg4dysqVK7l0qXTLLGfMmIEkSTZf3SBJUtUl6oyMjCLv1a9fn7///puvvvqK9957jwULFrBr1y5RcrCcoiwpfKb/ixMWayuqqcKbtzUP0kzpU+5r2isC6GT3A8f1k8i0hNNaf5UzGgt7VBvowZO2Cr1CBjhZE/WOnDR0Fgt2Ctst+c/vOvYmAA3WyWp+Che+tRvMR/od/GU+z2eGv8hQpOIPuCnaYafwLbJEC8BbeT8qXNDLiaRa9uOp7GazOItzY21yN6w/A+kUXXpWFfILoIwYMYJ58+bx5ptvYmdXNZuwCHcPW/xMbd68mSNHjrBv3z5WrlxZ6vN8fHz4/PPPK3z/G8myzNSpU8t0ToUSdXJyMp999hmjR4/G2/t6CUZJknjzzTfp27cvI0eO5OTJk2KMuoz0somlxoOsNB7GhAV71IzTdGGQqi0qqeJJSyO50UG7kHD9VJIt/9HckMQZeTHN1SF4YbuJQmZZh4SiYEev0mpv54SfSs1lk5Gw3Az6ONluMmJ+q/TmCVj2kpqPtP1YZjzEt8a9YNkLEjgrewHXa34nEYsZE0pUKCUtdVT9iDP9QrxpfaUn6ht3+7qeqK8iI9+yulplGTx4MFOmTCEuLo5Vq1bxwgsvVHkMwp2torkjNTWViRMn8ueff6JWFz8kWBIXF5eCGve29Mknn5Tp+Ar9xp8+fTp6vZ6FCxdy/vz5Ip+3bt2aQ4cO8eabb4pEXQaHzLE8k/czS40HMWGhu7IBP9uPZJi6vU2SdD6lZEdr7ZfUVQ5EAhoakwgzTMJcil2nSmKUM0gy/UOkYS4HdS/wT979/JP3ALHGX8rUfaSQJPo7Wbu8/8xOLXc8xYnH2o1WXKETSZJ4XtOZzzUd8JdSMcsS041pRFtSccMbDfaYMZFMfME5dVWPA5Bs/geDbNtYb5b/kOFPY1zxQkKBCQM5pFfqfUuiVqt55ZVXAJg1a5YogCKUKDMzs9BLr6+8MsI3eumll3jllVdo0aJFldyvMlSoRT19+vTbHqNWq/n888/Fk3YppMt5fGP4j82m0wB4SY5M1vTkfmWjSnvQUUgqmmmmgcmZBOMKXE1R/CePp4dm0W137QLQWa6QbjlmfZmPkiNfLHKMjJlzxq9INe+jufY9NFLpWscDnDz4IT2RbdlpGGQLGhs8pMjIN7SoS65IFsBpooA4qR7Rson/6beyxG4YvlIQsZwhkUsFRVCcFcG4KFqSaTlFvPFPohXduEcZiKOkrXC8N8okhSysY+t1aIASFS54kEEy6SThRPUsgRw7dizvv/8+4eHh7Ny5k4ceeqha4hAqX1JzFTqnsqWNrGzr767AwMBC70+fPp0ZM2bYKrRirVq1iqSkJF599dVynV9ZEyTLet1S/+Z75plnyhzMjT7++OMKnX8nk2WZzcbTDMtdwWbTaSTgSVVrVtmPpJeqcaX3RkiSRHP1K9hrBiIDJvNxDusnYJIL77IlyzI5lijiTX9wSv8eu/MeY7fuUU4Z/ke86feCJO0gBVFX+TgtNDPoZreWJuo3UaAh2fIf+3VPk2ouefvJ4wfDmTL6PR5q8Tjm/WfwUarJtJj5LzfTJl9rKlfQkYMSdUH97pvJskyiaRsAPdRP44Id5y3J/GE6UZCcr9y05WV+qzrC9AvT9JuYrt9mk3hvlN/t7UMgGqzjdvnd39U18xvAzc2N0aNHo9VqOXPmTLXFIdRssbGxZGRkFLzKOk5bVgkJCbzzzjssXbq03L9D9+zZY+OoynfdUj8arV+/HqPRWOY+fgCdTsf69evLfN7dIE7OYIYujEOWWAAaSp68rX2A1sqqWZN7o66qqfwixeKhP0Km5QhHdOMJ1rxGluXMtRbzMYxFulgVOCua4qZoZ30p26GRCs/SDlQMwU3ZnnD9O+TKURzVTyRI9QwN1S+hkFQYjSZ2bfybnxet4eThiILz1q/YSL9PR7Es4yqbslJ5wNGtwl9j/mSsOtRHSfE/y9nyOXLlSyjQ0kDVh/FE8YUhlO8M+/ifMgAURfem9lU+xFlmYsdV6pHEbrPEPtMluqiCKhzzzbHf2BPghg+XiCCdRJvdpzymTZvGtGnT8PX1rdY4hJrLxcUFFxeXKrvfmDFjeP/996lXr/gH8sqQm5tLREQE/v7++PnZ7nd4qRN1dnY2jz32GE888USZZuHpdDrWrVtHTk7590C+k/2f8Q8sFg0alIxWh/C0uj2qSl7iUxIJBQ8pp7NCO4Fm+niy5DMc0Y8vdIwCLS6KVteScntcFa1QSY63vbazIph77JYTaZxNvMlazjTJsJ/za7rw0+y/SEywtgjVGjUdurZl/z+HOHk4gnecPViWcZUt2Wl8JltQV7D7uzQbcSSatgPgqbwXleTEY6qWbDSd4rTlKn+b0kFTdBctBY5cIJiGhNOFi8Tgw1xDGJ2UT9vs77O42GtCixoQCVqoURYtWoSDg0OFe4KL8/XXXxf8vyRJvPzyywCsW7eO0aNHF9S/Hz9+PPPnz7fJPcs02LB9+3a2b99e5pvIsiwmk5XAgIVuikDe1PYiQOFW3eHgiR/3KJ/jX7sfaalPxknW4H4tKbsp2uGsaI6ihGIqt6OU7GimmYrpSkPiHb4m1+EsHo+cxX+PCtNubwaPeoLBzw9Ea6flvoZ9uRKXSMN0Ax5KFalmE3tzs7jP8fZ1uW8Wb9TzcXIsz7j6kOBw660tZdlCotn6M15H+fC1uBW8oenFGN0v7DAm8ZBaIkfKIJu0gnHh9aZwdsj+vCiF01aK4W+5G9FyGmtN4QxWty3Pt6twXFgKTSTL534tUWdU0xKt4hw9epSAgIBCK0EEoSp9+eWXXLx48ZZ5J39fiiVLlpSpNOlrr72Gg4MDb7/9dkG57IiICIYOHYrRaKRz58706NGDdevW8f333zN27NgKfS1QxkQtyzJubm44OhZtQSUmJhb7VJ2Xl0dqauXOhK3N3lL2ZJDdPTXqQaYLAzil2Mth+/ME04EevFliN3FxLLJMeKrMP5fNhF22kGeS+aCTGn34YVYu/IU9u/bj6gdPfy3RqIvM01+b8JHa0NxuMCrJCYBGzRsQeeoCZ45E0K9zID9lJLEpO7Vcifqz5DjWZqWwMyeZZxtdBKnkFnWG5SQ6+QpKHAsttWqh9OVxVSvWmcIxyI5opGyucInGuJMq57LQsIcsvDHhh4rLjFVa+NgMiw376aNqimsFNzS5TBR6clFjhzfXJ+XUlBZ1vtdee425c+fy3nvv8f7771d3OMJdqn79+iUO0164cAGTyUTDhg1Rq9W4upb9d8pPP/3E448/XvDn119/HaPRSJ8+fdi8eTMKhYLXXnuNxx57zCaJukz9iNu3byc1NZXY2Ngir0aNGhX7fnJycrla4XeLB5SVP1msrBQoeZz/Q4GKSI6wlOlkknLLc3RmmX8vm/noiJF+m/WM+sfAsnNmorJkruTBuL/zmPD1Lvbs2o8kSbRvdx/tNQtooHoRUHBV3sYB3TNkmk8B0LqjdSnFyUOneOTaMq3N2amYy7j856rJwPosa+wa9VXMkhGNbI8nxY8fJZqtk8C8lfejvCm5jtd0xRU7UizW9/PHqecZ/iMLPcEKb5qqhwLgJm+nieRKJjp+MOwvU8zFOY31GsG0K1Q9zq2gRZ1csPVlderevTsACxYsKHWZRkGwtV27dnHmzJliX/kbyuQf88QTT5Tp2m5uboWS9P79+9m2bRtarZZFixahuFacKSAgwGaFvkqdqP39/endu3eJn98q2fTu3Zs6deqULTKhWvlQj2G8hR2OxHGO73iLaMILHZOul/nzkpk39xno/aeeSXuNrIs2k6IHRxX0CVDQ4L9VWA6EglKF4plJNPl4Lr8fWM3slZ/SuXsnGmrG0FH7HXZSHfLkOA7pRxNtXEbrTtcS9ZEIuju44KZQkmw2sT+v5I1IirM8/SpGZFprHWjpaE3YSfo65FmKJnyLbCLRtAsAX1XRJUaukj3/p+lGlsXa6r8kn+eIOY4tpjNIwBTNAwSqnkIr+aKXExmrtPYk/WE6QZTl1g86t3PmWqJuRpdC7zvjjgIVFkxkUf3V/wYOHEj9+vVJTk5mxYoV1R2OcAcwmax1Hczm4h9EQ0NDCQkJKTR2XJnq1KlTqF7A22+/jSRJjBkzptBuXMnJycTGxtrknqVO1EuXLq3QjZYvX16h84Wi0vUy8TkWMgxymVuapRFMB8bxBb7UJ4cMlvMBW/TrWBlpZFyYnoc365lx2EhoggWdGXztYXBDJfPuVbNzgJanlec5v+wHlMu+oFtWBBIyF3xa8mmcF2n66/G6Kdtyj93P+Ch7I2PmgnEe3v3W4uwjc+roGSSzhYevVSbbXIbiJ3qLhWUZ1tnQEzzq8pi7dULjhVwfXrlyActN37M0y2GMpKLGFQ9FSLHXHKBqiZtsfSI/K5/hS30oAI+rWtFSWQelZEdj9QQATOZ19Fb4YEbma8N/pY77ZsnEk0w8SlQ0oUOhzxQoccW6JrM6d9HKp1KpCtaszp49G4vFUs0RCbVZXl4eJ06cAGDfvn3FHpO/w9Y777xTJTHdc889vP3220RERDBhwgT++ecfXF1di9TufuONN2xWAKjUifrBByu2325FzxeuM1pk5p8y0meTnse3GXjwTz0ha/X03KDjkS06hu7UM+YfPZP2GPjfQQOfHzOy4JSR5edMrI0ysTPOzL5EM+GpFi5lWUjRyRjMxf9Auck+dEv7ELv0HshYOKBdyb/2szmenotZhmBXiTHNlKzopeHPvlqmtFPTxVeJWiGx5kfrzlMPD3yAr5/rwMyuGhxVcCRZ5tlQPefSr/8SV0vOtNJ8QnPN/1Bgh87uJJO3GqnbOpcLp6MYcK37e1NWapEEW5IN2Skkm034qdT0d3InSxkFQKrOj03ZaXyaXPhpN3/ttI+qd4nFXhSSxGhVP+sfpHRi5BTcseclzfXxbF/lw7goWmIml8cUEahQsM98iT2m6FLFfbOzCuu684a0QYtDkc/da9g49ahRo3BxceHMmTNs2bKlusMRaqlhw4bh5eXFyZMnAVi8eDGenp4sWrSo0HHDhw/H2dm5Ukp9Fuerr74iNDSU1q1bs3DhQuzs7Fi6dGnB5MkdO3bQt29fmzZOq3+rJKFMIjMsTD9k5FyGNVlplaC/1iOUY7K+EvPyE1nZnua0CnBSg5Nawvnafy9mWriqk4BxBDVoRKu2K6gbcID6PnE8ZnqTlg6BxV4rPTWD7eus3chDRlnHgO7zU7LkfonX9xqJzZEZ9Y+BGZ3U9Pa3Ll+SJIm6qsdwVbThpP5t8L7Ai6uNnAv/gYfsP8ZZoeSK2chhXTad7Z2LvW8+WZZZnGZtTT/v5ossGbiKNTG/5HwPr2enMS/tMg01dgx39cEiG0gyW1vHvso+t7x2e2VTNspaFJIeJ0UOE1UP43LDeLYkKQhWT+KwfgyZ5q08q3qdH02JLDEeoJuq/q3/EopxVnEQgGYU38q/XvO7etdS53NxcWHs2LHMnDmTWbNm8cgjj1R3SEIttHr16lIdN2LECEaMGFHq60ZHR5czIisvLy/27t3L3r17uXr1Kl27di20ZjozM5OxY8faZBJZvlIn6vHjxxd5kimLip5/tzPLMivOmVkUYcIkg6sGpra3JjmjRSbbCNlGmSwjZBmtf87/743vZxkgx3TtzwaZbBNkG6330FtAr4cUfeFEb6+Err5Kenr2o6G5MVsUs8jSJLBBMxWJibS4adwUYMOqzeh1Bpq2aUaTttdr7DZ0UbCsl4ZpB4zsu2rh7f1GxjSzMK65CsW1eQ6Oivp0tlvC+iOjcG1+Hod2uzhnMtPP8RnWZOXxZ1bqbRP1QV02J/Q52EkSI1x9uMJ5ZCw44c5w52Di9PHMTo3nrcRo6qm1NNEcxUQ2WskHN0W7W15bQiKAhsRxmi4qZ/qpmhU5xk3ZFh9lb66ad9JK3gW05JwlCZNsKVO9doN9NlekKCQUNKVTscdU9y5axXnllVeYM2cOZ8+eJTU1FQ8P225VKgiV7cCBA9xzzz3FfqZUKgsmTt7sqaeesnkspU7Uv/zyCwsWLCiY0VYWZrOZX375RSTqcorJtjDjkJETqdbEeZ+fgnfaq/G0syY2tULCXQvu2vLNHjfLMrlGyDZZk3fWDcndQwsdvRVolfnXbkYgX/A7s4nmFL/yFd14nAd5GgXWlrHFYuG3JesACUuP6Tz1cTYfDFPRsbm129ZFIzGnm5pvwk38dN7M4jNmIjOsS7gc1db7KCV7vFImsnrqGwx830yS5m8edTnHXt1zbMrWMMO73i0nMC5OuwLAk85eeCrVnCsoFtIICYk3Pf2JNupYm5XC6IRIlvhvBqwVxqRSJFJ/yZqou6qdS9y1qrF6Iknmf8i1HKUNnpzAjxg5jYaSJ0CRHa82Z6WiliQeumGnsHQ/ay9APZrhSPHLSG7cRaumqFevHn/99RddunRBoynbzmmCUBO88cYbxMXF8eSTTzJkyJASk3ZVKHWizsjI4Nlnn2XYsGE4OBQdJ8vNzSU0NLTI4HleXh7r168nM9M2tZprgpycHKZNm8avv/6KyWSiT58+zJw50+bVmWRZ5reLZuaGm9CZrTOp32irYkA9pU2XdCklCWcNOGvAz+H213XCjWd4j538xF42sIf1JHCeQUzGEVf2/3OI2Kh43Lq+QAYeIMM7S7J4uXcy/R8KRJIkVAqJSW3UBLsq+OSokX8uW3jhHwOzuqgJcLImytYdW/LqcCVxJyXe3OiOQUrgfe+vWJI+lOP6YNrZORUbX7xRXzDpbIy7dbXB9fKbwYC1m32Wb0NijXpO6lNIt+xGI92+2ztffs3vm0uJ3she4U891XAumZbTVzpCuNyPSEsSDRWeXOAYq/mCh3iGe+hHrFHPmMuRqCWJU4064qSwPvRk+MUA0LyEbm+oeWPU+e67777qDkEQyi0sLIzLly/z22+/VXvSLtMY9apVq1i1alWJn99q+dadZOLEiTg5OTF79mz27NnDvHnziIiIYP/+/eWqhV6cxFyZD44Y2X/VOuGqk7eC6R3VpUqkVUGBkj48SwDBrGc+0ZziW95kCG+w5oe1KJx80bR50nqwLCPbOTHn12T27j3A5Jfb4uFhHdMdEKSkvrPEG/sMXMyUeTbUwKchakJ8lLh7uhHYMIDY43EoDk/G8571pLCXFz1WEqFPpLV2Ospidqhamp6IGbjX3oXmWutDZXHlN7WSzNw6qWzJWYpGMpBo8ubjLDvGu+tooLl1gZL8vamvEI2MBamEeZn11S+QYNqIC6l04zSRlk48DBzlL0wY2M5yGtGOXTkKZMAgy0Tq82hv70Q26eR4WpNvSePTcL1FnUkKRvSose2uXRVlMpk4c+YMrVq1qu5QBKFM/Pz8ePnll3n55ZerNWmXqR9bluVyv+4USUlJtGrVim+++YahQ4cyd+5cpk6dytGjR9m9e3eFry/LMptizAzdpWf/VQtaBbzRRsWC7jUnSd+oBV0Zw2d44U8WqSyR/0eM3xHcek8FlQa1KZc3n7A+vCjqBLH3lI5RL4US+s/1/ZxbeShY0UtLS3eJTCO8stvIz+dNJOfJNA9pD0ol4fsu0VY7B4PlGSyyhK96B4d1Y8izxBeKJ9diZmWGNbmNcbf2cOSSRdq1iVZ1aUSuJY4LhoXs1j1GlGkyzbTWWaUbs3qzPCOJe6OPMzYhkmO67BK/bh/qoUKDjhySSSj02Y0/7yrJiYbqFwHoKx3ByfQDBjmdqGtr0s0Y+ZNv2ZlzfQ30WYO1UEikdBgk8LM0LFiCVRxHXHHBE5CJ5WyJx1WHqKgogoOD6dGjB9nZJX8/BaGmy0/aYWFh7N69m6CgIN544w0aNmzIG2+8wYEDJe8KWFFlStQ//vgjubm5WCyWUr9yc3PvqDXUCoWCiRMnFnpv0KBBgHWBe0Wk6WXe2m9k+iEj2UZo6S7x04MahjW+PtGqJvImgDF8RnO6YJHMtPnSmWYT/0OhMvDaQDt6d9DyUDsVSBJ2wa3IyrHw0eeH+eCTQ2RkWDeP97aX+O4+DY/UU2CWYdYJE3236Nn1wKsoF21jccOh3L/RwMyw0XyVNIEssyNZ8hlCs59h7pmdXMpJwShn8kdmHDkWHUFqNb0d3AA4z1EUsoUGJhURujfYq3uCaNOP6OWrqHBFoR/CqiM/0kH3Ar0d3ZCBP7NT6RdziqdiI9iVnU7eTeuBlagKWuex8hnO6HOZmxLPIzHhBEQeYEn6lYJj/VVP4Kh8CosMgYSzN28IGnMiKjSo0BBNOFeU17e9O2PIRUYmQrEXgKZy51t+/yUkGmBtrUbdVJSmutWrVw+VSkV6enqFazEIQk1R1UlbkkvZ3K1bty4JCQm3P7AEfn5+XL58udzn12SHDh0iJCSEmJiYgvJ0t5OZmYmrqyvJycl4enryd4KZT44aSdWDUoJxzVU810SJSlFzE/TNDAYDY78ZRYNJeiSFjCkpkMneb+OOLzk6mfHz87iaIdPINZvzfx/AbJZxc9MwaWJbunezLm+QZZlVF8z8eMZEpgGKK5eREhiNo0cUr7ksp4Hj+VvGJCNhASTkG55KJTwUIdRVPU5uXneeC4Vck/X7vrCHBgdnHQvTLvNHZgqmG5a4+SrV1FNrCVRrqafWYu+0lTS7bcRlteXPy4XHtr2Vag41bIfm2sQ0nWzk+dwPeILdeEnW6mq5yiBc1Q8RKm1HZ7FndfRodGYH7ndwYnhAGEfZBTK8aJpFHfWtt+oLs2whVPEDATRhNJ/c8tiqNn/+fCZOnEijRo04e/YsSmX17A53p0pJScHLy4uMjIxK20Yy//fVuYOdcXYq26rerGwTTTofrNT4aor87vFff/21oHv8q6++qvB1S92iruiM7W+//bZC59dkW7ZsYdSoUaVO0jfKNsrMOGTgjX3WJN3IRWJZLw2jm6lqVZIG2Lo2jNgjL3Fq2RSM2c6ovGP5jimcIIwMuwu8ODQJrVsKl4wy497sQv0gJ9LTDUz/6CCffXWErCwDkiTxdGMVOwfYsf8JLf/0U6B8awjmN4fyTdMUfn5Aw2v+nqSYPfg2fTLmvCGYzCXPKpaQUV5L0lqpDg3V47nXbgPt7b7BSX6Qt/ZJ5JrATglmGabuN+BpsWdunUbsa9CWF93r4HZtYlei2chBXTZ/ZKUwJzWBn1Ksm9M4amPRShK9Hd34wqcBdZRqksxGNmVdr6JmJ6lBasJ8BpCqtCZdB/MljLrFdM2Lo7MxmrfqLKKZ9izuHss5yi4kWSLgeEiJdcnz6WUTs3SRAMTL59GTW5G/Rpt7/vnncXd358KFC2zcuLG6wxGESnNjS/u///4r2KGrokrdor7TTZky5bZjzKNGjSrY1ixfWloavXr1YseOHWXa1i//CfWhXxNJVbigAJ5pouTF5io0ytqVoMHaEn5s4HL0LR9HUql5fkA6OffMI57IW5wkIZnU6LMVmHUqJLMaXzdX3J2c0GCHMx644c3qzzdwOjSa/3tpAk8+/iTZZgutLh7BIMuEBrXGyWTHi7tTUbX4jea+e3BSZSMho0FLG7k77bkfZzywk+oULL2SZZmpB4zsjLfgbQeLe2qYvNfIhUyZtp4S3/bQFDwoybJMmsVEjFFf6BVvTqNJXWvr9f8s3+OtsC6rmpUSx5cp8XS2c2JDvZYFX+57uq3sNJ+hr8N+nC1ZdDX6oLNcxMz1vdrNSBy09wfsGWh+mfObrtK/f/9bTlK8YElhZN5P9LA/gKNCx3Cm0oSO5f2rrBTTpk3j008/pUePHoSFhVV3OHcU0aKumfLy8qhTpw4ZGRkVvpaoTHbN559/Xq7zXnvtNRYtWlTuvXeTdBDkLTGjk5p2nmVfo15TLF9+BJ3/vShUavycjQzpVBeZDwhlNWc5iBE9RvQYZD1m6VqFFUlGVhvQXF82TAZp3Pxj7T0FvKd4Es5qIvgNF6UHw+s5EqNz4A/zCTo4qujaexdmhQ4AvcGd3qpHuEfRB3up+CVcP503szPegkqCz0M0+Dsq+LKLmmf+MnA8RWbuSROvt7UmR0mS8FCq8VCqb1oS1oD5+JNMPGmKC3hfK0gy0tWHOSkJHNRlc1KXQ2s7a8u7scKLg3IWsmTEpPQhRLmYCF0Ozybsop/XFrqoT2Avm3A1GGkqT6eJsiXn2Xzb7328JR2AVLMbjoorRBNe4xL1xIkT+eqrr/j33385ePAgnTvfetxdEGqyS5cu8csvvxATE0NeXl6RCdNGo5EjR47YbAKlSNQV8MUXX/DYY4/RpUvRylylFWSWGaiF3KsW4oE67hLKWtblfSkmi5Wbs1A0bQayzNvDna99DWoe4hke4pnrB0tw7rKB15dmIiv1vPiIzD0tzWTrc9m4I5Ldh2JR2plwrwMPPeGK5JpJdPJ5ruTGYu+vxKI0kc5V7LXQVAtGTln3lVJAqt6T05d7kH7scYx+Wrrfo6a4WiSHksx8E27dkef1NiraXHtAquek4P1Oat7YZ2TVBTOtPBQ8HHjr8dQAmpJMPDGcpcm1RO2j0jDA2YO1WSksTU9kZp2GAAQrvPAkHYD6tERCwa7cTBJMfsRkT6CV9yfYGy9gl6cmkbpQdNv3YsXJ1kebFLMbgeorRMrH6VPDfoTq1q3LsGHDWLFiBRs2bBCJWqi1/vzzTwYPHozBYLjtiiZb1bsQibqc8gvE31guLikpCU9PzzJVb8uKsLDqggmwJg6tGgK9FNT3VVDfR6K+j4IgHwXerlKN27caQK838/6nh5ACrWVCO/in0Syg+FZsviZ+Gp7u5sLSXUZ+XAf3+NvTyE3BawOa0ysomS9nH+NcWC7uUT588n4XrugT6df+KVQaJX9e/AmdfSaXLYl8nHoCB1UGfZwdWZHoz9ns+rzn0IRlspqd8Racj5qY1l5V6Pt2NU9m2gEjZhn611MwqKESo8HI9nV/0aNPV+6v68ILTSwsOWfmwyNGGrtKNHIp+e8zkKYc4y/ibloW9bybL2uzUvgjK5l3vevhrlQRrPDGU7IuwwqUW4IEO7PTAXjQwZcnVPP41/AIDTRx7M85D5QumcVbrIk61eIGQDIx5JKFA7cus1rV3n33XV566SW6du1a3aEIQrm98cYb6PV62rZty9NPP42Xl1eR3/myLBMWFsayZctscs9am6g3bdrExx9/zLhx43j++edLPM5gMDBr1iyWLFmCyWQiICCADz/8sEJVk3744Qe2bNnC2LFj2bp1K7Isk5SUxLZt2/jpp5/KdK2neypJyVNx6aqFmCQLeiOcv2zh/OXC850dtBB0LWnXv/YK8pHwcK7e7vJFi08Ro3ND6e0EhmymjKxbqvOGdFdz4JyZiFgLX/2h5/Pn7VAoJNq29uLzj7rw3Ni/2H/wKrFx2QT4++Bdx4ukK8nEH0uhQ9e2BCla4KzzIzQ3g9g0LVFGPY01doz3dycYC1MPGFkbbcZVAxNbWbuwjRaZKfsNpOqhiavEtHZqJEni+5nL+P6rpQwd/SRvfzGZ8S1VnEqXOXDVwpv7jCzvpcFJXfxDUj2sdb7jOY8ZE8pr/6Q62znRSutAuD6X1RlJvOThh7OkwO3ajG+FJYBUrBuMADzo6IZW0mKQO6KVDqJW7KK0iTruWtd3c6k+WZYTOCtyiZZP0UIqf09PZWjSpEl1hyAIFRYfH4+dnR1hYWE4O5f8MPzcc8/x559/2uSetW5QdM2aNYSEhDBgwAD27t17y2P1ej19+/ZlxYoV7NixgwsXLjBx4kR69+7Nr7/+Wq77L1myhLFjx/LHH3/Qr18/+vXrR//+/Xnuuefo2LHs44IDQ5S89ZSW+S/Zs+5dB3581Z73hml57gE1PVspCfKRUCogVw+nYy1sPWxi0RYDby/TMfzLPN5aksfl1OrZ8/e/PZfZsP0yirrWrt0u3hdwcyrd0hulUuLNp7TYaeBEtIW1e00Fn/nXdaJriLX05x/rLyJJEq07WSdlnTx0quC4Ac7WjR6ijNa12GPc6iBJEr0DlExrb02YS8+ZWX7Oeu1ZJ0ycTJVxVsMXIWrsVBIWi4UNP1vHgY/sPW6NTZL4uLMaX3uIyZZ5/7CxxC4uT/ywxwkTBq7cUE5UkiRecLMWXFmakYhZlomVzqCQZPIsWhIsMqE5GViA5hp7AtTWamIeiv4A1Ff/hyyX7u81/lrX90h1RzLM1u/JEbnyii/YQmpqKjk5Obc/ULjrbdq0iW7dupVrHb7ZbObrr7+mZcuW2NvbExQUxNSpU9Hr9eWOp1u3bvj4+NwySYP1d4CtJk7WukTdqVMnwsLCCA4Ovu2xU6ZMITQ0lCVLllCvnnVJzODBgxk0aBDPP/88UVFRZb7/Cy+8gMViKbb62uTJk8t8vRspFRL+ngrubaHi6fs1TBtix3cTHVj/rgPfTrRn6mAtT/dUc29zJf6eEpIEx6MsjF+Qx8YDRiyWqpvAn3g1ly/nHEMRGIykVGFKPM2kUWUrEVnXQ8GLfa1Lq5bsMhB99XpievJxa/LfvjOWrCwDba4l6hM3JOqHndzJfyxwVSgZ7HK9etcTDVRMbGlN1l+Hm3j3oIFfL1r3A/2w0/V64gf/PUJigrWS2YUzUeRmW5c2uWslPg/RoFZAaIKFH86Yi/0aJBQEYG0pxnKm0GcDnT1xUyiJMeoJzUnnItYKaClmN85bUtiVkw5YW9P5WmgfIMdij4cqlXjzodt9CzHJZq7I1lZ6E4U3dWVrCz+KExznb37kXb5mIhk1aGetL774gsDAQL7//vvqDkWowcrSKCvJ2LFjmTx5MllZWZjNZmJiYvjss89u2Qt7O1988QWpqamcOXPmtsfaYg01VHKijo6OZtCgQSxZssRmm3I0bNgQrVZL+/btb3vv+fPn06JFiyK1WJ955hlyc3OZOnWqTWIqDb1eT2ZmZqEXWGcH3u6FbMLf3cy9zWSevk9i6iAl3/6fmu8nqGkVJKEzwLw/Dby9LI/4JEOprlmRl06n56PPD5MjOaHw8EW2mGmnPYyjk32Zr9W7jUznYAmjCT7/VUeuzhp/y+YuNKjvjE5vZuPmKJq1tSbDk4dOFZzrYoFudtan2mHOnqjNlkLXHtFQZkQja5f11ljrQ8CoJhIhXteP27Dq+qxqi8XCycPXr9/U2cykltbzF5028Uukvtivoa7Z+tB4yXK60Ptqs4Whztadsn5Iu8JF+QQAKWZ3zpqv8te1RH2/nXPBOfYWNeE666S0KNOft/0ZiTWmYUZGiwpXk4Ze8r3IMlgU6axjHrGcIY0rnDT/V+k/F6V9OTs7k5uby9y5c8nLy6v2eO6E152oLI2y4vzyyy9kZ2cTFxdHTEwMaWlpBctrV69ezYkTJ8p13bZt27J9+3amTZuG2Vz8AzxYy+euWLGiXPe4WZnGqPV6PR9++CErV64kKSmJoKAgBg4cyMSJE6lbt+jYZP369Rk1ahQDBgxg4sSJNu3qsrO79aYJv/zyCyaTiW7duhX5LCTEusHB2rVrSUlJwdPT02ZxleTTTz/l/fffL/J+aGhosbuRlVYPT3CzBLIvrjHHo5S8OD+PewPP0dwzgcqae7bvIEScUaBqaf0+5oVvpNH9sHnz7ZcSFaelvYaTyi5cTNTw4Y/n6OJ/AYBGQRAVLfHL72d4+kkDkkIi6Uoyq1b+gquHNUE/pFbi5mpH8zOJbJaL/sNrIEN7qSVH5QAak0Td80fYbL08ep2BHRtCAXDzciU9OYPfV63jSvr1CnxaoLvUmP/kRnx50sL58GO0UlwpdI9szzToDhf0J9i0fVOhrSsD1EqkRl7s01+h2bWu8RSLG4mmq2RY6uFokkn8K6zQIqxzTdoSEvQvRsJA0YEdO3aU+L276JEHHcA5W2Lrvi1YJJmMfm64qdORdA44ZjmT7Z3IocR/STlYMzrQPD09cXFxITo6munTp3PvvfdWd0i1Wm5uzSpwYysNG1p71dq3b09k5C3qMZQgJiaG1atXF0z0cnR05Ntvv+Xvv//m4sWLnD17ljZt2pQrtri4OOLj4wkMDCw2F5nNZq5evYrJZCrm7LIrdaI2GAz06dOH//77r2C87syZM3z22WfMnTuX//3vf0yZMqXIzOT8Yg06nc4mAee73QzoTZs2Adf/sm/k4eGBv78/8fHx7N69m8cee8ymsRVn6tSphbrGMzMzCQwMpFevXhV+UHgEiE+RmbPBxOk4FX9fakGmqiWvDFDh5WLbbH38RAoHvzuA5FsP7Bwx56YSkLuPsRNmVei6fk0sfPqbiWOJDRjeN5jmgQp69zZz8NjfZGQY8KoTQpOWjTl7MhIf1zo82L9nwbnP3+ba/WWZC1nQwNkXpdS/4P1Na7Zh1BsJbBjAY8P7Mf/j7zHnWX9mb9RPlpkZLvN7NGygLfd2bM+9vte/r0b0fCXvxGifR/f+IUU20Ai9cp5o5TmQrEvI9BYtktKCSqmnj6Mfj/bvVOj4o6mxJJpW46tKRuVzll6tJ5dY8OQPcziYr9LM2Z/+/fsBcNFkx3bTYTrShpHu9VnB+5j8Mont484x+TKfqfrjKt36QbeynThxgo8//piwsDA+/vjjao2ltktJSanuECrV7RplJXnzzTeLvKdSqejYsSMXL14sd5L+/PPPmTZtGkDNW56VX6wArPvMvv766wQHB5OcnMyOHTv45ptv2Lp1K7///nuRxOPk5ER6erpNAi6to0ePAhAQEFDs525ubsTHx3Ps2LEqSdRarRattuj2g2q1ulxbY4afSuHPLZews1PSsb037dp4MXOMPX/sMbHsLwNHLshM+NbIS/009G6nsskPTHqGni/mnEBWa9EENMQC5OxezMsT+1Z4e8/728CBSNh13MSsDWYWvqTB0VHNo/3rs3LVOdZvvESbTi05ezKSiGNn6Ptk2bZUbV7Ms9CWX60t1UeH9qVt59YARBw7U+zXMqW9TK7ZyJZYC+8csvBNdw0dvKxP6mrU+NGABC5wWX0Br5tKfr7oUZd5xksAxOcGYZEcUKpz6OemZppLUJH7tbB3JjQnhEGum1DVPVHsz4gsy+TKl0gxx6DAQqDSHYXKQoblGN0Vx8gxneFvnHhTeT8KVORI6WyV95Ej27FdiuRpdYcyff9s7eWXX+arr75i//79HDx4sNieL6F0bLW1bk1l62WpV65c4emnn6Zp06blOn/OnDkADBw4kMmTJ1O3bt0iy7MsFguhoaGMHTu2ouECZUjUK1euRJIknnnmmSKz77p3784777zDp59+yn333ceGDRto1KhRwedlWVdsCzqdrqAijJubW7HHuLq6AhXf8aqqhZ9KYdlPZzly7HrcGzdfQqGAJo3d6NDem5cf8GFjuD2RCTJfrTXwX4SZVx7T4FmBpVyyLPPFrGOkpOhwatUeHQoM8SfQXD1AnydsM9Y/4RENJ6LNXE6V+W6bgVcf0/Jo/yBW/36RUxdyCby/E+q6FzhwHrYfNZKdB9k6mRydjM4IOoOM/sb/GkFvlNEZQAb+r7+GHtcmmF2Ou8LB/44A8MjQvri6uSBJElfiEklOTMHLt3BmV0gS0zuqyTYa+feKhUl7DHzbQ0Mzd+v3NICmJHCBWM7Smu6Fzr3P0ZX9lsvkAlNcerHdlMOfpgg6OSsKZnvfqKnGgY+SOjPIdRNKjyh08mXUFN6U47J5I6cNH9IUmIEE5s2E5eViwTqb9V4J0mUn/jPF4KduQDyRuCgyyDHbscV0ptoTta+vLyNHjuSHH35g1qxZIlHfBW6ep1RS46UyHTlyBKPRyMKFC8t9DZPJhLOzM2vWrLnlBjMNGjRg5syZ5b7PjUqdqC9evAhYx1qLo9FomD59Ov3792fYsGEsXryYtm3b2iTIsrqxK6ik8d/8hwdbd8lXlpOnUlh+Q4JWKiUe7h2IVqvk8NEkYmKzOXMunTPn0oFItFoVfq2akqjwZd9ZM+Hf5DFhgJZerZXlekL9Y/1F9h9MROXhhc7OA2QLWWHzGDa8P/YOtulGdbSTeOMJLVOW6th8yMR/ESaydUCbnqiAnang/kRn0oCZaw1lvv6mg8aCRL15zXZkWaZT9/bUDbQuBWvYtD4XzkRx6uhpevbtXuR8lULi0xA1r+w2cCRZZuJuA4t7aqjvrKAezTjA5iKFTwDSSCRXcRUJBa2VbYiyWMfbzluKn4kdrLEj2ezFSV1TWtudJcHyG025PmwiyzKXjCut/w8oJBlIwwJoJW/spQDSLUfpxmm2G0/TTxVMvBSJmzKTy2ZfzluSiTQnEawsX9lbW5k0aRI//PADf/75Z5XNFREq5nSACUeXsq0uycm0TrgKDAws9P706dOZMWOGrUK7ra1bt/LCCy/Qp08fcnJyyl13/JlnnuHnn38u1S5wp06duu0xpVHqRO3i4kJGRgZ+frfeyadz585s3LiR4cOH89FHH1XLRBGN5vpuSiWNIRgM1l/0Hh4eVRJTeZ0IT2HFz4UTdN8+9Xh6SDB1fK8/hCQl53HkWBJHjiZz5FgSqWl6Yg+fAvtolPVbkI0Ln/+m5/dQPa8NtCM4qPQT2M5FpvPdjxEgKXBp3pJMPeQe/wNz6iUGP1/8g1t5tWuo5KluKn7fYyLzhjkyssUCZhNyXjLm3HRat21AHR8nnO0lHLQSdhqwU1//r1YNdhrQqiVSsmQ+WaMnMsFS8PPw5y9bAXh0aL+Ce7Tq0JwLZ6IIPxxRbKIGsFNKzOqq4aV/DZxOl3l1j5E1vTUEKq3daFeIxkAeGuytcSOzlR8Ba3EUOxxprLCOYUdaiu/NcVAoqafWsi27F63tznLZsoFG8ouoJGtN0TTLYXLlKJTY84k8EBkDC7X346fwxUGqjwU9/+Y9iruUjkHeTbSpA6jBW5mDt7IhYeaLbDad5tVqTtQtW7bk+++/p1+/fiJJ3wViY2MLJceqak1HRETw4Ycf8ttvv2EymVi+fDnbt2/nr7/+onnz5mW+3ieffMKxY8fYsmUL/fr1u+Wxbdq0Kffs8huVOlE/9NBDrF69mrNnz962b79OnTps2LCBIUOG8Prrr1c4yLLy8PBAo9FgMBhKnGmeP2bu5eVV7OfV7US4tQV99HjhBD1iSDC+vkWTrLeXPQ/3rsfDveshyzLRl7I4fDSJI8eSOHbyKAb3QBR+9TmfomXCIj3u2ee4t7mCju29advGCyfH4se5cnNNfPT5YUwmmfohrYjTq9CSS9KBlXS5vzNBjW+9T3J5jOmjoVcbFWqVhJMdONlJTHlnN+GnUvFUXyLyv1/ods8khg5+6vYXA0xmGbUKsnWQkCqTGnWa6PMx2DnY8eCj9xcc17JDC9b/vJnwI6dveT0ntcQ392p4epee+ByZnyLNjGrmiQteZJJMPOdpgHXM+zA7OMdhlKjox2gAghXWBHlFziJT1uFSzMSuZhp7tue0IDvPCyf7ZC6bNhKoHgZAvOk3AFyVvckyqVCiob7yHlTXdgZTYkeQeigXjd/SnVMsMdalpxocpCzuU1kT9TbTWSZoumPETKjpPCHKengqSllc3IbGjBlT5fcUqoeLi0u17J7VokULVq1axYIFC1iwYAEfffQRV65cYcyYMbfdMbE4V69eZdGiRXz88cfUq1ev2MInJpOJAwcOEBERYYsvofSJ+sMPP2Tr1q1Mnz6d1atX3/Z4Z2dnfv/9dwYNGkRWVlaFgiwrpVJJixYtOHbsGAkJCcUek5iYCEC7du2qMLLbO3EyheU/X0/QKpVE34esLejiEnRxJEmiQX0XGtR3YdATjTAaLZw+k8bOfVcJjXbFoLYn3T2YjaeusH7LURSymWZN3ejQzpuO7b1p3tQdtdr6S//rBSeIT8jB08+NRMkHgJzd3yIb8xj8wsBK+R4oFBLBdQt3Kw0a2JDwU6lkyYEgqTh5KIKhY0qXqFVKiUZ1FJyJs3Au3sK+a63pBx/piaPz9e9pqw7Wp+tTR09jsVhuObfCTSvxSms17x40suSsiUeDlNSzb0o4ycRylga0Jpl4trHUei9G4EsQAM6SljqSM1fkLM5bkumgLDrhsYnWgW056exLuZ/eAb8Ra1pNgGowejmFJPPfAJgUDwKH8ZOcC5J0vgDVIC4Yl1BXSqOunEqeRYu9Qk+A0oAbdqSRx++mE2wwnuKinEI/VTPe0/YpON8gp6LGFUkqXaU5W8jIyCiYOyIItubu7s4777xD27ZtefTRR9mzZw8xMTEFxbBKq0uXLgX5Y+XKlZURahGlnl3UsGFDwsLCiI6OZvjw4cTExNz2HAcHB3777Tc6dKj6iSsPP/wwUPwYQXJyMhkZGTg6OtKjR4+qDq1YJ06m8Prbe5g0ZTdHjyejUkkM6BfE8u8fZNLLbUudpIujVito09qTyWMb8cf7njzVVYEkySg866Bp0xXZ2ZOI02msXHWOSW/tZuDQLUybvp+580+w4684FAqJup3aYTRBoFM6qce24uPnzX19q25Yo1sXP+r4OmAwKdB6teDE4bKN/TTxt/6on44xsvWPnQAMGNq30DGNWzRCa6chKyOb2Itxt73mwwEK2nhI5Jlh3ikjAVh7mmI5ixkTa/kaEwYa0JouPFI4nmut6pK6v4PV1lb2b7kPopCdyZPjSTb/S4JpHTJm3BTtuYwbAP6KoslNLblRR2ldzdCDU9jJ1oeBBCmSPiprnHMMYVyUrfM5oiypBecmmcL4N+9hLpmW3/Z7YAvx8fH07duXVq1a3bHFO4SaY8CAAQVFsEpqyN3K22+/jSzLqFQqfH19qVevXpGXn5+fTWerl2kacMuWLdm3bx9Tp04t9SC5g4MDmzdvrvJt7UaPHo1CoSi21mp+Obqnnnqqymcd5ldLy/9+hEekFiToYydsm6CLo1ZJjOtnz9xx9tTzlrAoNSiD29K6X3e63xeIm6sGnc7M/oOJbNgUDcADj7Xl9GUlKiXo934LwFPPP45KVXV7uiiVEgMfbQCAtk5HYi/GkZ5a+g3Zm9S1/qgfjsggMz0LHz9vOt9X+AFSrVbRrI01id2u+xusPRdvXNuzelOMBUOGtXpaHOf4mzUkcAE7nBjIRKSb/qnlJ+pT5sLFU/Ip8qxj3DkaSM98HIBLphXEm9cC4K8aVFDjO0ByK/YajdTPIKOgsXSZznK9a7GdpZ/q+rhcPcm6GXiC5fqM3HjTHwCkm4/e9ntgC15eXhw/fpy4uLhy1+AXhLLo3t06B+V2c66KM378eNq0aUNSUhIJCQlERUUVecXFxXH69GmbLZ0r13qdNm3a3HYQ/UZubm7s27evPLcqUX7Fl5JKuAUHBzNu3DhOnjzJsWPHCn22bNky7O3tmT59uk1jKo0JEyYQERHBwYMHAXjvg8MFCfrR/kEsX3zrBK3L0xMXHc/RfcfZueFvYkrR8itOU38l88fbM7i7GoUEp5O0RCqb8taM3nz7TU9eHN2Cezr50L9ffSKyrOP4vYKzCA/7C5VKyRMjB5TvG1AB/R6uh729EpWDNyqXIE4eLv34TxN/axdufKYWJAX9B/cpdtZmfvd3aRI1QAt3BY8GWa/zw1E/1LIWHTn8hzXZDWAcLhSdKNVZaU2c+8yXMMlFf4bjUtQgg6wysylmABJKMiwnMMjJaPDAR9mrYNes4lrUAPaKungrrL+QAmXrXI1YztFE4cmL6q6MVXfhO/vBAGSiI0fWY5KzSbXsB0AvV83SRa1Wy4QJEwCYOXPmbYtICEJFZWRk0LZtW4KCgsp8bv4Kp9sVYgkODubtt98ub4iF2LxJ9NVXX5Gbm8t7771n60sXyMvLK5hJt2/fPkaPHl1iLAcPHmT8+PFs3rwZd3d35s2bx8aNG/npp5+KrVpW1fIT9OAnG6KUc7kaE8WpA8kkXcl/pXD1clLBnzPTC4/3S5JEj4e78cz/DaNjt3Zl6m7RqCXG9NHQrZmSr9bqiU+Ree8nPX072DHukUYMeaoxS3YauBpmxMdVIufwKgB6PXIf3nWqfhKek6Oavg/VY+2GKOzqdOLkoVP0eKh0exsHeElo1TJ6owale2CRbu98LfMTdRm61ie0VLEr3kx4qpI2+sYY7azntqUnLSl+fXBLhS9u2JGOjhOWy0XGqQ8mgtbNCb1TNn9jZoL0EKmydWy9rmogCkl9Q4u65HFdL9W9JBvC0JvPoFZr0ZNLkhTL85rrPVz5cSRYMnGWDyNf2xu9qhI1WFspn3zyCUeOHCEsLIyePXve/iThrnC7RlloaChvv/02I0aM4JVXXrnt9VJTU9m8eXOp6nDrdLpiE/ITTzxx23OBEpeflXTdkti8Esnnn39ebE1rWxk2bBheXl6cPGndiWjx4sV4enqyaNGiIsc6OjoSGhpKly5d6NSpE8HBwezatYuDBw8yaNCgSouxLJyytrNx3rs82qY//do8xbMPv8jrz73DZ1Nm88PsFWxYtZl9fx/kwpmogiRtZ68lsIE/zds2sW5QvnU3Yx97mREPjmHLb9sxGstWX7ZFPSULXrLnia4qJAm2HjHx4vw8Nh8y8ttu65jh8/fLbPvVWpF6yKjS/ZBWBmv3t4zGvRGHD1ws9XlKhYSbZB2HDerUk0bNGhR7XKsOLQA4G34eg750a7W97CRGN7M+856ObQyAGz4Fs7yLjUdS0FVVH4D/TIV3cUvRyZxJl3FJtK7vznFL41TqQAAklPirnkCWZeIs1xJ1CS1qAA+F9UEmyxJBA9m6ucEZDhY6xu/a+QlyJlfNfxW8byQNi1w1Y8ZeXl4899xzAMyaVbFytMKd4+ZGWXFmzpzJgQMHeOeddwreS05OplGjRrRu3ZolS5YUbGt54cIFhgwZwsyZM3nwwQdve//ylhm19XWrbpDRRkoz4/xGzs7OzJkzp6DsW00TFXEKpWT9a1CpVXj5euJdxwvvOl74+HnjXef6n63veeHk4lTQco6OjGHlol/4c/UWTh8/y7QXP2Du+4sYPm4QTz77KM6ut94zNZ+dRmJ8Py33Nlcxc62ey2kyczdYE9U9wUqSjmwiLyePBk3q0/HeW+9cVpkC/J1o3dyZk6ezuXDZ4bazs2+UEXUc/B8goH3hNdIXLmaw7KezDB8cTLOmdXHzcCU9NYPIUxcKWti3M7yRkrVRZsLP9qWxu5GnvR5Cy63nF9yrbMAW0xl2m6N5heuTGvcmWnf6aq1x5EymigQXEwvSnPjD92OU2GGnqEO6nEcOBiSgruRKXI4FCfB3LPy9sFf44SAFkStfoqHZk3MqOMUeemLt8jaQR4DqAjFGBQmWJCzmPYXON8gp2El1SvU9qKhJkyaxaNEiNm7cyLlz52jSpEmV3FeomYYNG8bGjRsLNh1ZvHgxf/zxBx9//DHjx48vOG748OGEhYXx7LPPFrzn5uZGz5492bBhA2PGjGHKlCm0b9+eNm3asGTJkiLFV0pSWcMwZb1urUvUd5rPvn+fRk0b4l3HCzcP1zKXW60fXI93Z77JhGlj+XXJOn5Z/DuJCVeZM2MB3325hIEjB/D0i4PxDyq6u1lxWtdXsmiCPYu3G9h4wIRWDeP7q3nlUeskpsEvDLR57d2yGvl0C6b87wAK12ZEnIiiVbtGtz3nwpmLJIbvw9X/AYyO1/+RJiXnMXX6flJSdEgSvP/uPbTs0JzdO/cRfiSi1Ilao5R4rbWKN/Y5s/6/pxnxkAZusyy5i7IeShTEyGnEWtIJVLgBsDfR2sXXxVuiYXwOi521RGnSuWLsRjt7J4CC8WlvyQmLWclzodYWw/qHtTiprX8/RtnCjKQYHBSN6eJwCUdLGgpUJBFLErF4E0gov6BUH6GJ5EmOyQELeuykusiY0cuJ6OVk7Cg5UWdaznDRsJBGmv/DWVG+2sn5mjRpwqOPPsrGjRtZtGiRaFnf5UrbKBsxYgQjRowo9J5KpeLHH3+scAyV9buurNcVibqahdzfySZVmdw93Rj3xvM8N3E4W37fwcoFv3DhTBQ/f/srq7//nQcf7cnIl4bSpnOr217LTiMxcYCWRzqrUSnhytkTXDwbjZ2DHQOGFT+2W5U6dvBFTRZGpTO//hZRqkS9cfVWTEnW0p0xKQqMJhmzycx7HxwgJcVaRvbM2XTAOqHMmqhPM7QMcfX0U3CPj4IDVy18cNjIgu4aVIqS/0E6SlraK/w5ZInlP3MUwxXtMcsy+65aW9RdfSRiL6bhktWMTJd03rsSx/r6TYmSU9lqspYqDZBcOZ8pk3Gtlz7ssoX+9ZRkmk2MvRxJWG4mbe2a0MVhFxnmQzSWu3BOOsIp9hKCO4exLlVzUWSjtVhrn/soe5FuOY5eTsRQwji1QTZxyZKGxbSRFMse1EZXWmo/KMN3q3jvvPMOjz/+eJFfvIJQHVJSUvjwww9t3rJOTU29/UE3EIn6DqO10zJwxAAef/oR9oYeYMX81ez7+yA71oeyY30obe9pzciXhtLrkR63rVXbwNfaup/3trU13X/QQzi7OFX613A7kiTRsoGRY1Fw6IQBs9mCUllyT4TZbGbTmm2YM1KwU5rQmVREXbGwevkxzp3PwMVFQ3a2keQUHUnJebS8Nk59qpQzv2+Ma0pbFc+GWmuBzw038XqbWy/P6K5qwCFDLLtNUQxXt+d0mjXpOqmhpTvES9BH9uM3OY0LDsfpkxtGNtfr0zdQeHI23VLw5x1xZtr6mRgZf5YzhjwAzugbY5FV6LhMU7kJ56QjRLAHBUqM167lRg6+XAbAR/kgeXI8AHq5aD3yM+arfKDfTpScyv8UUWiBVPMBZFmucAskJCSkYL94QahuaWlpzJgxw+aJutpb1N26dSuyS4pQ9SRJotsDIXR7IITIiAv8tPAXNv+2g+MHTnL8wEn8g/x4+sUhDBzxCA5OJY+lJiem8NfGvwEYMurJqgm+FB5+qD5H5l9BhwO7917hvu4ld+1vWLWF5MQUXN1daFZPzbEomeXrEtj7XwIqlcT773Rm3rcnuXAxkzNn02jZvhkAUZGXyMrIKvU4P0CQs4L3O6l5Y5+RVefNNHdT0L9eyQ9E9yrrM4cwjlkSyJL17L5ifeAI8VEUtMb7e2vZkQUuTolkA1pUtFH40UEZwBPq1izIuP5LZG+ihZcvR3HGkIevUs0gFy/mp10mzhhMPc1p3Mx5KBUqkohjN2sLzqtnTEeJBXdFJ1wUrdBI1ln9N8/8XmM8xteG/zBjfThIkROpCxhIIUe+iJN0+96N0rJYLFgslipdry8IN1qyZEl1hwBUQqJev369rS95R5k/fz7z588vcalBZQhu0YgZ30xj4rsv8ssPf/Drj2uJv3SZL6fNZeFnPzDouccYNnYQvv4+Rc5dt/JPTCYzrTu1pGnr4CqL+XbahbRCP30r9v7d+PWP88Umar1Oz+z35vPLD9Y1zQNHDsAlQMWxKCP7T1lbm69NbEub1p40a+puTdTn0ulxb138g/yIv3SZU0fP0OX+shXrub+ukjHNLCw+Y+bjI0Yaukg0cyu+xR+gcKO+5E60nMZ+8yX2JlrXdXb1VWDdGwtCfCRczNaEmZ3ryXr3QfiorhfqOZdhHZ+WAKMsc0hnXR2wwr8pGkliftplDuY1pZ7mNJnmIzRWt+MshzCgwxUv6phd8DJb98v2Vo9BkiS0NyVqWZb5wbifH4wHAOipbMR/5iiQs6w3xtqqdlLYJlGvWrWK6dOnM3XqVF544QWbXFMQyip/JUJ1q7SNomNiYvjtt98KqoAJVjcXPKlKXr6eTJg2li0n/mDql69Tr1EA2ZnZLP3mZwZ0GMw7L37AmRPnCo43mUz8vsz64FWdS7KK4+PnhYsUi2wxE3EmnZWrzpGadr1L+NL5GJ7rO74gST//8tNMeGccjpJ1Bqnk6MLgJxvRr4+18EizJm4AnD6bBlDu7u9845qruNdXgd4Cb+4zkK4vuevsXpV1qVioIYpTadbjuvne0ApXGVD5WBNpZnYdzhquf50WWeb8tRZ130AFZo0BIzJaSaKF1oFGGnu0ksRhnbWXIM1yiObyPQXnd+FRvI3RSECM5EEG1gcerWStnGaQkzHKZr4y/F2QpF9Ud+VTbX86KQNwuLb/NUCa+UC5vlfFiY2NJTIyktmzZ4sCKMJdr0KJevLkyQWvG6t8zZs3j+DgYIYOHUr37t0ZMGCAqOFbg9g72DFk1BOs3fczs1d+Rsd722Eymdn823aG9xrF2MdfJmzbbv7dtocr8Vdx83Dlocd7VXfYRbTp0BB9knU9/ZIVZxj27A5mfHSQ+bO3MPyBMZw9GYmbpxvf/PIlr874P9IzjPy6wloWU3Jw4tmR12d0N29qLaV5LjIds1mmdUdroi5thbKbKSSJjzqrCXSUuJwL0w4YMVmKTzjdldZEvdccjSxZaOwi4WN/fQxrpyUSWWHGqHPCYHTkhO76jnBxOTJ5ZtAqYXQzFUatNYk3UNmjlCRUkkQTjT0xRn9k2QMLOlxM8Tjihgte1Dc7giUKC3BB7UGCbB220kjWCY7ZciLjdb/xh8n6fZ6s6cnzms5IkkQvZePCidpyBItctjX8JRk7diyOjo6cPHmSnTt32uSaglBbVShRz5kzh59//pkOHToULDbfu3cvr776KkajkSeeeIK5c+eSkpLCzJkzbRKwYDsKhYL7+3Vn8YZ5rNy5mH6DHkKpVHLov6O8+vQU3hr1PwAeH/EIWruqrYleGq07tST30k78HS7QvJk7ZrPMv3su88cOI5rgZ2nY5Snm/b6I7r27otOZeO+DA6QlZaGwGACJ6KvXE2e9QGfs7ZXk5ZmJic26oZRoRLlbdM4aiS+7qLFXwoEkC58eNWEwF71WK4UfLtiRp9AjuV6lW53C/yw3WawPC4ak+oDEkdzrifpcuvV6jVwk6jsrcHO1Jk4n0/WqRy21joBEnNG621i08Vuet7zKC5YpnNN/DMAVlTMKpYn4a8u+8lvUaXICEZZEnNHyhXYAg9VtC67bXVkXjWQdwlHggJlcMi1l2yylJO7u7owaNQoQBVAEocJd37///jsjR45Eo9EA1qIFYF3b9ttvvzFx4kQ2b97MqlWrKnoroRK1bN+MT76dzp9H1/Dcy0/j5OKEyWRGkiSeeu7x6g6vWK07tQTZQsKpUF4b649TxlZ0lw9hMeWh1LqQLjfi1bePMOXdvUz/6CDnzmfg6qKhdQPrz2pkwvXZ0kqlRJNgN8Da/d20dROUSiXJiSlcuJiEpYTW8O00dlUwvZN15vf6S2ae/9vAxUxLoWNUkoLmZmsXvOR9iW6+1/9ZXnE2cE5ORo0Cr1RrAZDDeTck6gzrtZq6Ws9xuZaoczKvP1g111o3+AjL7YmnoisW9FzQf0qk4UOMpOMkNeWSyhulJJOAtYs9f4zagTycUbHMfjg9VIVL7jpiXRNmkhXkStYeiBSz7Ya6XnvtNSRJYuvWraXeBEgQ7kQVStReXl7ce+/1rQ63bdvGgQMHcHJyKvQU7O7uXuZ1Y0L1qOPvy2sz/o+tJ/7g3VlvMnvlpwQ28K/usIrVrHUTVGoVKVdTefqB0cScOYGD/jgfT23Mu1M60qGdF7IMh44kcehIEiqVxIx3O9OmoTVxno0vnDCbNbF2f585l469gx2NWzRE06ArE5Y58n8L8zgYafp/9s47Tory/uPvZ2br9X6Uo4NIFZCigCj2iMaKDY0Ro8EeNbafiTVFjdixRBO7Iho1GrGDoljAAtKkl+MOuF62787M749ntt0tXKUo83697uXdzswzz57cfubb22VdH91d5YFD7eQ4YE29wfnzQry+Qa61zWfwp8UhFi6XTVjsXTfSPy/uPv6xmweQyVvHZ0l39A4jSKMmz1ljxqcHZEtXud8hXd+VNU6qAvLYYKfM6l8V9DPIeSt2cvAYa2nQl2Ejk+HOe3Aj/x/XIIe82MkBZJz8AOGgq5LV7H2FqAPAh5MdSBGv1r9sdl576du3b6yn8gMPPNBp61pY/NzokFAXFhbGYs+apnHTTTchhODqq6+msLAwdt7mzZvbNffTYu+RnpnG6ReczOHHT2z55L2Ey+1k4FCZiR4OhRl/5Fhe/exZxk8+mMmHd+cffxvPC/86ivPOPoAD+mdz03WjGD40nwHmyMu15cmZ94MG5gDwk5lQNnTUINIOkkKxcYfBn14IctNzAdZta3vG/mFdVWYf5eSQIplgdveSCNM/C3H6h0HeL9WhqgRVs6O7G/hd8BWWadsIGhFWdJFCfZJ9CCd0c6KG5EPGEtOqXmta1AdkK2iGweaIzGZXgy5W1spjg0yh3hQOEjZyGeT4U2xfQ5x34la6U4i06ANCjt0UQkFDinNPkfrhJGzUAVKoy5Bx9kZ9VacO87juuusAePHFF6mq2nNDQiws9iU6JNTHHnssv/3tb5k7dy6nnXYaS5cupVu3btxwww2xc0KhEJdeemmHN2phkYoTzzqe9Iw0rrp1Bo+8eh95hblJx7t1TefC3xzI4w8fzuTDpdU40Bx5WVpl4EvIxj7QTCjbuKkRfyBCz+GjcHQ/CAydKWNs2FVYskHniicC3PufIBV1yRZ5SxS4BQ9PsHPNMBt2BZbVGIR0GF2o8MJhmTyWfgpdRRZlRgOXBl7nT5EPCNoNupDJaKUHg3MF6SHpxn6v2ktd0GCH1GX6Zws2h4MEDAPVEKghBzt88r3lq3a6qFLgfwr6KLQdzkHOBxjpnEWBao7BRJZVKaKWiCHfVwDZ3KaLSP0+w+b0Lh9OqoWNLCXq/u48q/rQQw/l+uuv54MPPuiUDn4WFh3ls88+2+P37JBQ/+Uvf8Hn83HiiSfyzjvvUFxczKuvvkpGhvwDf+qppxgzZgzvv/9+p2zWwqIpZ198Op9v+oALrz6v1X3SczIERdkCw4B1CXHqwgI3+fkudN1g7bp66tOHARDZtozLT7Dx9FVujhimYhjwydII0x/28/JnoTa5wxUhmDbAxrNHODi1t8r9h9p5fKKdA3MVhqtded59DserA9Ew+MbYAsAJ6oEoQqAIwSCHbCD+pccbs6a7pwsy7IKfgrL0LN9wIRDs8Mf3FbWqV5jnFKgTyVPjZVr9hIx/ZyoeKg1pxTciHwoKEjK7E4la1F5cNBpB8hUZBqvSvmj176MlhBDce++9HH744Xu9x7yFBcBRRx3FokWdV4rYGjok1Onp6bz55pts2bKFb7/9lo0bNzJ+fHz+7qhRo/j3v//N4sWL9/gbs9h/aM8H+IDu8p9+0zh11P296qdavi+THcl8Kz9k09rNdMlVuHmqi0d+72J4b4VwBJ77JMwT77VNrAEG5ijcMsrOpK5q0v4zhJPbXMdxu/M40nHgDCv8SjkwdvyobCnUm3Ufq8349AFmfHq12TK0uyIFNlGoh8Ti1L6U++kiemEY4FTC/KTLhLIaZEJalgikvCbR9d1gBChQpVDXaIt223hMq6baYm+j6zoTJ07klFNO4e23394jzas6peFJSUkJo0aNajYI++CDD076srDYVxhoxqnXNIlTRxPKFv8UpLzGQGhBghu+YPl38XrqA7qr3HuhiytOlNnjb30d4eF3QjvNDDcMg3n/+4yP3p7PulUbWjXn+jjbQF63n8/FX3WjWMT7q59SJL8POAK8sVmK4QFmxvcaU6j725oLddSiXpkg1Imi58AFhpxLvcpYjm4Y7DBkiMCNJ+UeE5PJGowgmcogHOSh4aVO/6HF99gWampquO666zj00EPR9baFHCwsOhO3282bb77J4Ycfzh133EFJSQk33ngjq1ev3m333G2dySxSM2vWLAYPHsyYMW1rS2nRuQww49Rrm2Z+RxufVMuHzm5qKUY4wNLFy5POE0Jw0lg7153qQAiY+22E+/8bQksh1i/MeoXrLriFGy78M1Mn/oZDS47m12PO5przbmbdqg073WO6cJARSu4T3sPpxK3bQMC6sBTdaMb3alOEh7ilKO9IMJ5jmd8hHyFN59xPglzwaSiprjvbTAjbJlZTZXipQ/4OFDMW3ZREi7qRAAaCXHU0AA16+xrF7AybzcbTTz/NN998wwcffNCpa1vs27z77ruMHz+eZ599ts3XejwebrjhBvr06YPD4aCkpIQZM2awbdu2du9nzpw5TJkyhWuuuYbvvvuOuXPn4vP5mDBhAhMnTuTf//43Xq+35YXagCXUe5i92ULUIk4083tbrUGDLy5WBwzIRigKAbdMXJo8TJ73+YdfprTkjh1p54bTnSgKfPRDhHv/E0RLEL/vv1rKw3c+CUD/QX3JyExH13VKN2zl0/c+58l72z4zd4BNur9DbmlBD8xRiBgG68PSRT063RRqv4FuWs39HC4cQuDRdRbUBlhTb7Cy1uCNTXGPQvfIEACCopRyo55G5Do7G3WZmExmAB6CpCtS7H36pja/r12RlZXFxRdfDGA1T9pPmDNnDuPGjePEE09sVytqj8fDpEmT+Mc//kFpaSmRSISysjKefPJJRo0axdq1a9u1rylTpiT9PHLkSB555BHKy8u54ooreOWVV+jatSu/+93vOq2FtiXUFvslmW5BtzxpiSaWaaWn2SnsV4Kw2cly6Uw96QDSM9Ko2lG9077fRw638X9TnagKfLpM42+vBQlHDKorarjxolvRNI1fnXEMcz5/jgUb3+fDFW9x60M3AfDtwiVtduVOzJJCHXb5ybRDFzdsDAcIGQZuoTAs3YECRAyoMcPLdqHQ2y4t5K/q4jHnf/8UwRcxqAkYvPTVCADcSj0r9C2xZLKdC3UdABHkfhqMAGmiNwBeY3Ob3lNruPLKK1FVlU8++YSlS5d2+voW+xajR49mwYIFDBjQvmFA0TnS8+bNw+fz0dDQwL333ovNZmP79u2dPnDDZrNhGAZVVVV4PB7+/e9/c8QRRzBo0CD+8Y9/UFFR0e61LaG22G85YCcJZUpBVwC6uRpxuZxMOOZQAOa9u2Cnax02xMatZzuxq/DFSo0X5gW5+eLbqdpRTZ8DevOnmdcjhEAIQWGXAk488zjc6W7qqut26f5Oxeg0U6jdPgZkyzVXB6V1fYDDjUNVKDDTRbYnxKmLoiVanniiV00QXlqr8X+Lw5RVd8WnuVEEfK0vpo50DAQhalK6ssNIi1oIWW/dYARJV3oD0qLu7MSvXr16ccYZZwBWA5T9gb59++J0Ohk5cmSbr9U0jQULFjB//nwmT56Mw+EgIyOD66+/nptvvhmQ7a43bGjb3x40L8/y+/088sgj9O/fn/POO4+lS5fSq1cvHnjgAWpqanjqqadYtWoVAwcO5JprrqGxsbHN97SE2mK/5YBuZpw6oUSrzmNQHZZCqFfJONbkEw4D4NO5n+9yvUMOtHH1r2WC2Ttf1LH4i+9xp7u579m/NJv5bXfYGXnIcAAWf/59m/Y9zBm1qAMc2kV6BdaEZEB6oNkutDhNvp6YUFZok0K9MSCT2Y4rkX/+T66K8G2l/B3UeOX0rHqxET9O/ELmUqwPPZa0B8MwYha1DZmE1mAEcIsegCBCIyE6vxvhtddeC8DLL7/coTijxc+HpknKrWH79u3ceOON5OTkNDsWbaIDUFlZ2ea1Tz75ZDweD2VlZdx666306NGDP/zhD2zatIkRI0bw0ksvsW7dOq6++mrS09Njcevly5fzxRdfMGnSpDZ36rSE2mK/JWpRr0mwqOf9GMFAYHjq2bxmB7puMPHoQ7HZbWxat4UNqzftcs2Jg22oQsdHJmpuT2598Eb6Duyd8tyxh8lKiEWff9emfXe3OchVZELZyB5SdKMW9UCHKdTu5kKdb1rUVZq0qK8ZZo8logEMzBZU1/YHIE+V1nKa7RwENmr0r6nR4nkVGn50s9e3gxwAGgigCiduIcW+s+PUAGPHjmXChAmEw2EeffTRTl/fYt+jPeWX3bt355RTTkl5LDs7m6KiIgB69uzZ5rUbGhooKCigZ8+e/PWvf6WmpoZjjjmGjz76iO+++45zzjkHVVWbXde9e3cuvvhili5dyh//+Mc23XO3CrXH48Hv9+/OW1hYtJv+XRUUAVUNBtWNUqw/WSp7aCv1O/D6Imwt85CRlc7YSVJU57dgVddV7iBUJuOnY6ZexPGnHZ3yvBUra/jf1znYc/vz/cIlRCKtHw8phGCYS1ro73pqWBrwxhqZDDSzu2NC7Uu0qG0AaLYIXdyyU9p1w204VZg+UGVqX5Xq7dLKz1YacQs/G2zziNhkHff68KMxd3Y0kUzBQbpZPtZgyNh3LE69E6GOECK8kyYqreHmm2/m2muvjSWXWfw8aGhoSPoKBtv/b6AjRCIR6urqGDt2LF27dm3XGqFQCFVVOffcc1myZAnvv/8+Rx11VIvX/e9//wPgv//9b5vuZ2vPJjdt2kRlZSU9e/akuLh4p+eFQiFOPfVUevXqxXnnncexxx7bnttZWOwW3E5Bj0LB5gqDtWU6DbmwbpuOTYU+eQFWbZOTtHr2yOTIKZP48pNvmP/uAi665vydrvmv+5/Ht1Yns9tIXH0P3el5L89ZS01thPRuB1O34lVW/7iWIaMG7fT8pgx3prPA18Cjtdt4tDbuAo5Z1Klc36ZFrdkiDM6Vz+ijC1W++LWCEILFFRreigMI6A5cSojx7u8pFxqVdo1DI24a9JU06CvIVocSNmuo7SKHLMUNuoxRA6QrvanWF+IzNgFQrXu5Nvg2p9iGMswe4U0ewY6TK3kEtR0fQVOmTGmWeWuxZ/gqrQeuNHubrglEwsAP9OjRI+n12267jdtvv73zNtdKPv/8c0KhENdff32715g4cSJPPfUUAwcObNN1Ho/sSTB06NA2Xdcmi3r9+vVMnDiRfv36ccghh9CtWzfGjx/Pm2++mfL8vLw8Hn30UV588UVOOOGENm3MwmJPcIBZT726TOfjJdKqHXeAytCBMkHqp9V1ABx+/ESEEKz4YRU7ylJnbzbUNfDuax+iVcnWnz9tTS79ilLfEGLxd3INe6Z0E7fV/T0tu4gj0rI50OGmm81BulA4Kj2H7jYZI0/l+i4whVpPEGqIuxa7pwsIu6kJyRGXdnPWdFioZJjd0XxmW9NofNpONllCxhAbjABVlLFVkVniUYv6K20za/RK/qO9xUv8FR8N1FOJl9T12Ra/TEpLS6mvr499RZO69jSPPPIIRx99dCwxsa0UFBQwd+7cNos0wOzZs3nttdd4991323Rdq4V6+/btHHbYYXz11VcYhoFhGBQWFvL9999zxhlncPzxx7N9+/Zm1w0bNgy32221/rPYJznArKf+aavGPNPtffQIGwcekCNfNydpFRTnM3yMfAr+9L3U7u//vjwXsoaS0et4MtQgugGL1jR3aS/4ojxWa60ZdhRnbpsTyno7XLxSciDzew/nu74jWTdgDC92HxgT3dSu77hQDzVL03TD4Hu/B5+uUeQWqAJ21MsBHQE9D4dZoqWKPPmaIa33mFCLHLLMxij1eHmZv7NELAHAZ5Zo1SNd4tm20qT30FGhXrhwISeffDLvvPNOh9ax2DNkZWUlfTmdzpYv6mQ+/fRTvvjii3Y1T4ly8cUXx+ZZ7Iq//e1v+HzJLXuLioo4/fTTW3V9Iq0W6jvuuIPt27ejqip//vOfqaurY/v27Xi9Xj7++GPS0tIYMWJEygJvt9vdpk1ZWOwpogll36/XqfEYZKXBmAEqg8wOZes3NhAMSsvyyCky+ztVmZamabz6r7dwdZWDLhq3SkH7Zk3zPsDzPi1L+tmW0ZUfvvmRcKjz+mN3MYW6KgARs1uaLWLGqNUIA80ksrmeWqaUruCuyi3YFEGXNEH5ttF87huNEvo1GWZGt1Dkf/26HFcbigl1NllCfuAGlB+pZTs+RT4QBIxtaEYgFrt2iuTWqT7aXqaSyDvvvMPbb79tNUCxaBW1tbVcdtllvPHGG3Tv3r3d67z22mutOu+aa67h1ltvbfd9Emm1UP/vf/9DCMHf//537rjjDrKypGtQVVUmT57MG2+8wezZs/nd737HW2+9lXStNfXGYl+lb7GCmvBXcMQwG3aboKjITU6OA00zWLdBWn5HnDAJgO8WLqGhriFpnS8/+YZKby6KQz4pa3Wy7OPbtRrhSNyqraj0s2xFNQCHTZCJLOmFvQn4Aiz/fmWnva88F9gE6EixBtjRYGaiKga6KpPnlgdlq8Ov/VI0u6cJ9K2DGegbw2/sY3EjB5MYZsJYwJBCHU0ms4scsoQLG2EcNplEFxEqhmlle41N1JtC7RIyhu0yZHmZj+TfYVu54oorsNlsfPbZZ3z3XdtCBxb7F5qm8Zvf/Ia77rqLiRMn7vb7hUIhvvrqK1588cVOWa/VQl1RUYEQYpezpY844gi++OIL/v3vf/Pvf7e9NeL+gNXre9/CYRf0KY7/GRwzQlqdQoiYVR11f/fsW0L/QX1lM4UPkmcuv/LP13Gb1vT4Q7qAtwHCIXxBWL45Xv716YIyDAOGD81n0kQZn04vkG03F7XR/b0rFCEoMq3qaNOTdXUgNPleK80SrbKwtHLXhQIEdV3GqUNuhldMYqBaRJop1BEhs8mjru+gIR9EHCKPTOGkt70MJcFi1hX5u2vUf6LB8CMwcAh5zwzkA4q3g0JdUlLC2WefDcD999/fobUsftlceumlnHzyyZx++ultvvbzzz9n+PDhqKqKqqqsX78+9v3OvtxuN8ccc0zKOu720Gqh7t69O4qi4HA4dnlebm4ub731Ft988431x5MCq9f3vkfU/d2zUMR6gEN8ktYqM6EM4Aiz+UlimdbmdVv49ocaVHc+aW6Vm/84igMPyEGvl0lV3yTEqT8x3d5HHt49NlIzoKWBUFm8i4SySETn9r8u5v6HW986s9iMOEXj1CtrDRTT/V0VkaJZHpFWbgSDtSG/FGqgzLzGjbSkw0L+3QeM7RiGhtfYCEC66EUWLvJV+TsqpjcAIdNV3qCvpN4I4BAhhADdAK/eORY1SPciyL7QpaWlLZxtsT9y3XXXMWDAAH73u981O1ZdXU1Dw67/HR522GEsXbqUO++8M/ZaNE9rZ18ul4uDDz6YF154oVPeQ6uF+owzzkDTNL788ssWz1UUhSeffJLy8nL++te/dmiDFha7m2NH2ijIEpw/2ZEUpjnQFNKoRQ1w5BTp/v5y3jcE/FLk5vz7TVzdpDV98ol9SEuzcc6ZAzDqpFB/tSqCYRhsKW1k3fp6VFUwaWJXuhSnkZPtQNcFanoRPy5eEVuzKd/9UMnnC7fx7vub2bEj9UzppiSWaPkiBt9X6ahRoY5a1JG4Fbwy5KObKdTl3qhQS4vaL0Bgw0AjaFTi1WXrxXSlL2lCJVuRrvOBhpyetRF5fa22nHojEItPhwwHFbp8cKkyqokYHRtZOWrUKI444ggikQiPPPJIh9ay2DeJ9hjY2dzn+fPnM27cOB5++OFmx66//npycnJSlmItW7aMU089NWVzkqYIIbjlllt46qmn6N+/P7qu7/LL6/WyaNGiTvOctlqob7vtNg466KA29Sq97777qK+vb3O7NAuLPcmgHiov/TGNSUOTa3qjFvW27T7q6qWAHjj8ALqUFBPwBfj608X4PD7eefN77JklqCqcenJfQLq/S7JDGLrO9joorTKY95m0pkePKiI724kQIjZWM7fbAYRDYZYuWpZyjx/P2xr7funy6la9r8QSrXllOn4NMpCJXpVaGN0w2JYg1KuCPrqb4l7mTbao/cKLS3QBoE5fgoYXgUqa6IVPlKEIg6BuJ59e8nemyOv9xga8eGJCHTQclOnydzlfW84z4UWtei+7ItoS8p///Ge7+ihb7Lv4/X5+/PFHAL7++uuU58ycOZNFixZxyy23xF4zDIPLL7+cmTNn8tBDD1FQUBD7ys/PJy0tjeHDh9OzZ0/S09NbvZ/p06entMx3N60W6vT0dD7//HOOPvpojj/+eN5+++1WXXfvvfcyY8aMdm/QwmJvkZFhp0eJFKrVa+oA+WQd7f09/90F/G/OBxjZwwA45sge5OeZM5wVwbln9MVolNb4FyvCsWzvo46IZ5xG4+C53Q8ASOn+9vkiLPw6Xvq49MfU06yaklii9e4WaY30M5tVVEUiVGlhQgllkyuDvpjruzIAAc2ICzUeXELGlqu0LwBoCPRgc6PKDtYBUKtnoxnSRR4R4DFcgIbbKI8lkmGkETDkA5FDhFmqlbfqveyKE044gSlTpvC3v/0Nm61dPZws9kHOPvtsCgoKWLZMPrw+/fTT5Ofn88QTTySdd84555CZmZk0Deumm27isccewzAMqqurk75qampiHTOnTZvW5n21pVFKZ5UOtulfdXp6Ovfccw+6rqesmd4Zs2bNIjMzs82bs7DY2xw4MIfSrR4WLNzG6FFFqKpg8gmTeOWfr/PZ+1+w5IdS7LnHA3Dm6f2Trj3y8O48/uYKfOTz3wUNVJV7cTpVmWyWsD5AxEy+SpVQ9uU3OwgGNVRVoGkGS5e1zaJeWatTaWZ+j8hysLhRWtTRRLIoK4M+sh2QbgNvBLb7DNLMv1s/jbhFN2qBak1aNhvrerPRo9Fl+GoA6rQswkK6Ee2KxlbyOZAyiqmkymyKki3yCSUI9Qaj43FqRVFirRktfjnMnj27VedNmzatmeDec8893HPPPbtjW63G7/dz/vnnU1dX1+G12vX4qSgK3bp1a9M1tbW1LZ9kYbGPMXZ0MR99spX3P9zChg31/OGKgxh56HCyc7Oor20gnNMNlxCMObiAXj2TH0ZtNoXTjsjixR+hNuwG1cb4Q4pxu+N/dlH3er0HhM3Nyh9+YkdZBcXdi/j3xxG+X3cQGTXyofi0k/vyn7c2sG27jx0VPoqLkidyNSUao64wRXpUgaCv2wGNMkYdjU8PcaaxMuijSotQpUXoni5YU2+w1WvQ1RRqH424lCGgQcRsVLLD04ewVyPMTwDU6lmEkEJtI0KZKdQlVOERstVwV7oQipV2hdlhNBIxdGzCmg9ksW/xl7/8hTlz5nDjjTcmPQhcdNFFLTbwCofDLF68uNNCMbvdTxSdC/rvf/+bJ598cnffzsKiU5k8qRteT5inn1vFmnX1XH7NAn49pTfjjz6M99+cj7NgCADTzk7dTnDqid15eXENujMdkV3AkUckN1rIyLDTs0cGW0o9DBwzgZ+++pjZT73OedfN4I2vdKAQo8IDVHDir3qxbHk1P62p48dl1Rxz1K6FOtr0JMqJPVWU6AStSJgyM+O7v8NFQNdZHw6wMuijW5qbNfUG5V6Dvilc31F2NPZBE+Vk4cEwVBr0DHboYVBBEbAN+RDSnWq2KvnyXqIHYWQynIMwGjqVhoeu5kzrjhAIBHj55Zf5/PPPeeaZZzq8nsX+zf33309dXR2PPfZYklCvX7+ezz//vFXdNjurh0iHhFrXde655x5eeOEFtmzZYk3KsvjFIYTgpCm9mTC+C08+vZKP52/lv//bRHraUNL7uhCKjb690hg6OC/l9S6XjcHddZZXgaOgkDGjipqdc+DAXCnUB4/np68+5vXn3qb3MfF4G8U96ZfppaR7BgcNL+CnNXUsXVbNMUf1aLZWItkOELqBoQjsAo7srrI8LP/kK7Uw5abru5vNieYkJtTd0+UDQJnXiNVR+2jEJZK9aDs8vckslm5v3SjAQGFBZBM5NoEiDCqELNEqFA1kmE1PSpRunG3Lo17/goGhKvoyl/WhKro4b0cIFZ9eyqrQXfS2TydfPWSX768pdXV1XHrppYRCIS655BIOPXTnQ1EsLFpi9uzZvP32282Sx2bMmMGyZcu49tprKS4uxm5vPqQkFAoxf/58Xn311U7ZS4eE+rrrruPhhx/eo08WFhZ7g7xcFzdfP4rjj+nBg7N+ZGuZF0eu7In9m/MG7/Lf93kn5HHT82HseQUoSvPzBg3M4cOPS/FFMunVrweb15fyv8+2A13A0BGKCt0HAHDQsHxefX0dS5e1nFAW1kAJg+aE3gpk2AWFRnwmddSi7m5zkKGo/M9Tw8qgjwlmQtk2nxErz9IIYxcFsbV1XaUmUMyQfrMAsOklACzStzLZsOEUYcJCpVrPJF80kkcdDahkkMsMRz+eC/+VTD1EpqghqL9PvX4GOepBbAw/RZ3+A0uCV3Kk+xtEG1ziXbp0Ydq0aTzzzDM88MADllBbdIhjjz025cTH008/nQ8++CApyzwVF198MfPmzeuUvXQoMPTcc88BcPvtt7Njxw40TUtZUzZ//nwUxYpBWfz8GTmikKceO4ILzz8Qu13hwANyGH/IrmfaDu9jJ8MFgYjC6rLmdcPREq3Va+s477KzQbGzxZMDgLZxJYahs7neyaI1EYYOyUNRoHybj8qqXXuwyqoNbB4DDINCs/Q6OkHLo+usD0krt7vdwRBzjvWqkI9CV7RPuIEDF4r5PB8RDoT5fa2/BwMGvUVG5nZcei5HidMoFLLMJWyeYydCKVLcs3UZq8tEeh4ymvwaolO5IkY8pletN58b0BLRBij/+c9/2LhxY5uvt7BoCbvdzt13392qc1esWNEp9+yQejocDgoKCrj11lspLCzcqVVx+OGHc8wxx3TkVhYW+wwOu8p55xzA26/9igfunYCq7tpbpKqCkf1kktX365s3bejbOwuHQ8HjCTNi4mHkDToUbC7sRhCjZgfFyCzvx+eGsDtsDOifA9Bi9vfmCp30rQa5K3T8VVIZsxQVh/l3uiYkhb6bzclgU6jXBP1kO6WHrCoAAhEr0QoIL2FDuu6rwvn0G/AeACXVFzNBHcjbaRfxSdoMBghpXacLg1IK5X31IAKFdGQs2mXI30PQFHW/vtX8Of6eSsOty/pNZNiwYRx77LHoup6yAYaFRWdQXFyc8vWmSdP5+fmdcr8OCfV5551HJBJplev7lVde6citLCz2ORwOFYej5a5GAKNMof52XXOhttkUBvST8dwNm70MPGYqAMGqHQCcOUEhL1NQXmPwxpdhDhom//hbqqfeXKEjDFAiUF5joGkGQoj4XGrzvO52ByU2B5mKShiDTUJatVUB2Q4xzRTq1aEqVgel0AbSGxDCYOuW8XirRsXumSYcZAjpLs8VKltMizpTD5JuZKKYWeF2M2a91bSwfUYphmHg1+NtQGv0r4kYnl2+x1Rce+21gKy7ra+3Zl5bdD4vvPACI0aMaPYw+Pnnn3PiiSd2ejJjh4T6rrvuYsiQIbz88sstnjto0KCO3MrC4mfN6P5SoFZv1Wn0N3+wjbq/v/2ukrJIbwCM+loy00McMbGIi4+VjURmLwgzeLAUvxYt6sq4fzmiwY56ed+oUAO4hEKeYkMIwemZ8gHg7vpN6IpGSIfGcLyN6BP161ngG8u2cCHBdCm0G9Yfx1Zvsh/bhXSBZymCHeQSRsWGQZ4ha6l1I4RiSGt+m5IDgN/YSoR6IkhhVs052H4jeSRoazj22GMZMmQIHo+Hp556qs3XW1jsio8++ogLLriAH3/8kffffz/p2K9//WtefvnlZpniHaVDyWRut5sPP/yQiy66iKysLLKzs5udE+0PvmPHjo7cysLiZ01RjkKPAkFplcGSDRqHDUn+04t2KPvk6xpsQwdi6Dr+NZ+Ql70Rl/NkJg9X+ffHgsp6Az09B0WBsnIvlVV+CgtSz3vfUpEsoGVVOt3yFAptdjAbhXW3xfub31LYk0+89ZRGgmR3Kydjaw+qAgZuewYIqNDrKQ8cimbrwojsV/EGs6mv7UuZkvzg4TIt8AxhoKNQSSbdqCNXj4AiJ3AJQENQq6SBDj69FJ/p/naKIpyimAZ9GT59K5lK6tK3nSGE4Nprr2XOnDmMHTu2TddaWLTEX/7yF3r06MEJJ5zA5Zdf3ux4VlYWDzzwAJMmTeKQQw7hyiuv7PA9OyTUFRUVTJ8+nffff7/VXWT2d2bNmsWsWbN22mDe4pfLwf1VSqsifLuuuVAPPlAKtciW1nKfvCCLN33IWsOgakc1XUu6cMhAlXcWRViyCfr3zWbNunp+XFbNUZNLqPcaCAFZZpOTUMSgrEYK6KAShVVbdbZWG4wBCtT4vbvb49PwMhSVB7v05fStq6jPqUEPOvjem88Sm4E7DVyqn78W9WaN/VOCwEbPAAxgq6epUMt4t0vI12tEOt2MOtI1H9jAb860DggbYWFDNwDhYYP+AQBuUYJLFNHAMvxG+yZiXXjhhUyfPr1d11pY7Io1a9awYsUK8vJSl2QCsQfExx9/vFOEukOu74svvpi5c+ei6zp9+/Zl4sSJTJo0Kelr4sSJnRZQ/yVgjbncf4m6v79bpzXL6yguTuN3vx1E1wNkbfQJ47Mp6SObo2xZL8Vq3EB5/TerNYYNlX9Ty1fW4A0YzJjl59LH/ATDct3yagNdhzQnDO8jr9tqJpQVJri+u9ucSfsYn5bFxTmyxWlj8XaubFzB6oAU/8kZdk7JykV3Lgdgg68fgcxGqoMQiMTfTzT5zCHk1KMGVd7Dpst4sV+X7uyAYiNd0WgwhX2TNlcuIHJwix7mufFhJG3BKge12F1kZmbuUqQBtm6V/247q/KgQxb1vHnzEELw2muvcdppp+30vB07dtC7d++O3MrC4mfPsN4qdhtU1huUVhn0LGzSOeyk/jx/j6yjGnuAyns9ulC6YSvlpbKF6EF9VNwOqG40cPfJAWBHhZ/PlkeoMa3ab9dqTBhsY5Pp9u5VKF3uAFur5WsFtrhQd7M1ny9/a2FPVm6zs1irIZzhRTVkzLm/y2AzKwkrHgLhNLb5S8jN9EBjFlu9Bv2z5X2iMWoVOUozZNZCG0aNTBgz484BYcMlAtSQSQ4+snTZ99tQsnCbmeM+o31CHaW8vJxHH32UE088kfHjx3doLQsLgL59+/Ldd99x8MEHpzxuGAY33ngjQKfpXocs6l69etG1a9ddijTIVPb/+7//68itLCx+9rgcgqE95Z/ct2ubhz6+W6eh69CzUNA1T6FrD1kCUr5FCrXDJhhlWuXbA1IMq2sCvP9dJLbG5yvl91vMRLJeRQrd8+U9y6qbJ5Mlur6j2ITgMKWQwk39uSwwnOty5WQvP42sYpG51lAMFJxO+T4+KdOYvS6CPxKfuCVECDBA1dABgyBBoyLJ9a0KH9Uk90jXRDppplD7OyjUd955J3//+9+59957O7SOhUWU66+/nlNPPZXXXnut2bH33nuPww47jDfeeAMhBL///e875Z4dEuo777yT2tpafL6WB9lbT7MWFnBwf+nE+i5FmdaiNVJkxw2U53TtIV3Q20rjk+oOMd3f66uk2FZ4kpuofLNaIxQ22Gxa1D0LFUoK5J95Zb1BIGQkub67NXF9Ryk0+4R7Ayo5iizJ8tHIamTIpqziIAAUh9zzUz9p3PdjhIeXR2IWtU4AOxFsik5AyPfkMzYRMF3fYeECAQ0iORkuqLhxK9L1HTQq0Ixgyj22hj/84Q8AvP3226xdu7bd61jsPd59913Gjx/Ps88+2+41AoEAjz32GL1792bTpk0d2s9RRx3FpZdeyllnnUVOTg4HH3wwI0aMIDs7mxNPPJGvvvoKwzA444wzuPrqqzt0rygdEurTTjuN+++/n/vuu6/Fc88+++yO3MrC4hfB6AFSaJdtloIaxRswWLRGive4A+Q53XrKjmeJQj12gA0hoLRGgN2JxyGTz8YPUinIEviCslY7blELstIEmaYWltXoSa7vVBY1QEG0O5k/3kZ0GxtooAqhO6msHAyAapdC7TTLyd/epBEOSaEOCR/THLL1aViRcWivvjnmznYo0mOwlVw0VHzCxlpHHj5hx04OKumAQcBo/8zqAw88kClTpmAYBg899FC717HY88yZM4dx48bFxK89+Hw+Zs6cyQEHHMDll1/O5s2bO2VvN998M++88w79+/fnhx9+4Mcff6SxsRHDMOjbty+zZs3i1Vdf3TeGctx5550AfPLJJzQ2NqacOR2JRPj222+pqanpyK0sLH4R9C4S5GcKqhsNlm3WObi/iqYb3P16kEY/FGULBveQz89Rizrq+gbIyRAMKlFYWaqj5hdBnjzn+FE2inM03vwqwrwfIzE3d88iuVZJvsz8LqsyGFIohVohdYwaEoQ6EE8O0zBF2XMQhKTw6rYIL0520CtT8PsFIVbWGXy0yQUHQAAfJ9gLeB1A5AENVGsL0fAiUEkT3YFafKqDOcaJ9HD+AEJQSD0CQZooodFYjd/YSjp92v07v/baa3n33Xd55plnuPPOO1tMBLLYNxg9ejQLFixg2LBh7faGaJrGb37zG0455RQOOOAAdL15C9/2MmXKFKZMmUJlZSWbNm1C13VKSkro3r17yxe3kQ4J9fz581mwYAEgO7KkQgiBYRhWFqaFBfLvYVR/lY9+iPDduggH91d55qMwi9ZoOGzw57OdsZak3UyhrthWSTgcwW6Xf66HDFRZWaqjdO2LodrIchuM7q+S4Ra8+VWEhSs1dENmfBdmybVKCqIlWjqTVAe3FfbELRTSlNSd1QpkbxKqAvEJWrH3UH8wiib3Uq1FODBXPgz8ZqCNm74J8+Z6FxMPAJ0IFciMdbvSFdhEtf4lANnKQfhEN2A5bhHEjw7mZ4THnHftVkpo1FbL+urWNYBLyeTJkxkxYgRLlizhySef5Oabb27/YhZ7jL59+wIwcuTIdgt1ZmYmmZmZFBYWUlBQQEVFRWduEYDCwkIKCws7fd1EOmxRH3744UydOpV+/frhdDaPd4XDYRYuXBgTdAuL/Z3RMaHW+GhJmNcWyuzo6051ckD3uCLlFeai2lS0iEZFeQXde8kxk+MOtPHvj8MYZj30sK4hVDWDQSUKBVmCqgbTmi5UYg/I3fPNzO8qeWxG7q4HiUQtar8GejgdTG+5QCFUMxIlYvboNnR8ukaaojK5m0JJumCr14kwVAyhsY31AKSLXhjE3Zf56nj8Zt/vNCVAIMHS8VIHEBur2RHXN8QboPzmN7/hkUce4brrrsPhSO1JsNj3cLlc+9Q6UbZu3co//vEP3n33XbZs2UJWVhbDhg3jrLPOYvr06Z36b6xDQn3YYYcxbdo0XnjhhV2ep+s6RUXN5/BaWOyPjOyrIgRsqjB46L9yJvS5h9s5Yljyn6OiKOQUZFO9vYbyLdtjQt2rUNA1V7CtVopur3QPkIeiCCYOVnnra+mi7lUUT0GJJpSVVbfO9ZdmE6TbwBuB2oAdu91JmCC9GMRPgQyErmFHEMagWouQpqioQjCyQGGr10Bo6Ri2BraxAYAcZSCJ4wry1UPxUAlAlghjJHjcYha1KdT+Dgo1wFlnncVdd93Fsccei8/ns4T6Z0RneWM706s7d+5czjnnHDweT6wnQk1NDZ999hmfffYZ999/P6+++iojR47slPt1SKhBtlMLh8Mph2dHURSFzz77rKO3srD4RZCdLhjQVWFNuU5YgwmDVM6fnPrvJ6cgi+rtNZRtKWcMcviFEIJxA6UgG421RHze2PmHDbHFhLpnYVyooyVaW6v0Voei8l0Cr8eQbUQzMwkTZCBj+S4ip2plYqeGEFWRMD3s0psWdZkbwWKwNeAxreM80QcPuYSpxSkKyRADyDHv4xYB/Anb8dOIRgSXIq3+gL6txb22hMPhYNWqVahqB3zoFh2ioaEh6Wen05nSC7uvs3LlSk477TRCoRBjx45lypQpDBo0iNzcXCKRCKWlpcydO5cTTjiBxYsXU1JS0uF7tlqoX375Zc4999xmr/fq1atV1w8ZMqRN61pY/JIZN1BlTblOn2KF609zoiiphTOnQPbPT0woAzh7koMVq+tZtXw11T3iyVGDe8Td3/26xIW6W54Z/w1Agw+y01veY4ELtnhkQtkwDmMt3zGMiXjMbPVsxUaNHqJaCydcY5Z1rb+I3OF3EkSWbuZSTLXSmzq9ljzlUIQQ5CC9bKrw42ry/r3U4xYyKcdvlLM29CAGOgPs17TbMrJEuuN87J2ATW2bCzniDQBv06NHj6TXb7vtNm6//fbO29we4q677qKwsJDnn3+eyZMnpzznd7/7HQ899BD33ntvp4xbbXV51u76hf4c/0dZWHSUMybYufrXDu7+rQu3c+fCk5MfFepkqzI3Q3Di0AAEvFTXBGKvK4rgT2c5uewEByP6xv+8XQ5BYXZyh7KWiGd+GxzNNC7lftLJxmP2V8lV5HN+lRZvuFJoXlNZ04NzuAkbDjLJI5NcitSjUXHT3XYKAOlkY8MBAjKV5F4MXupxCWlRa3jZEnmJ0sgrBI3KVu19V3z99dfcfffdHV7Hom2UlpZSX18f+/q5JvV9+umnvP322zsV6ShXXnllp+Vmtdqibs3M6fawu9a1sNiXcTkEJ4zeebgoSm5haqEGKMiXlk11dSDp9UE9VAb1aG49ds2V07e21xoM6dnyHqNCXR1I/hv1mhZ1vmqHCFSlsKgrAwa9GMyVPIKCgoJKD/uZ9LCfGTtXICikJBbHBggZNhwigoc6uoq+OEQBISM+dztoVOCi/fkupaWljB8/HsMwOPnkk63xu3uQrKwssrKy9vY2OkxGRkarYs9CiE7LMm+1Rb27yqussi0Li52Tky8/2Jq6vgHy86RQV9UEmh1LRRezjGp7bess6sIE0U3EY+pyoS1aopUo1PK/VQH5EJ5FPhnk7vQeAxmT9HOjLn3y3lhCWXJ2etDo2Adfjx49OPnkkwF44IEHOrSWxf5JTk4OjY2NLZ73yCOPdFoMvtUW9aZNm2J1bZ1JWVnbB8NbWOwvRGPUFdsqCYfC2B1xKzzftKgbG8OEQhoOx65jsF1zpfBGs8VbIrHpSRTdMPCZnu4uZlezqkik2TVhHRrCkN1CcvWBjOFTXgXAMBQCuhNUYkloLtGNepbFzg8YzR9Y2sp1113HW2+9xfPPP89f//rX3V4Da/HL4owzzmD69Ok888wzZGRkNDu+evVqHnroIf75z392yohLaINQRyKRDvdITYVlUVtY7Jz0rDScbidBf5DtZRX06BPvepSZYcduVwiHdaprAnTtsusMsahFvaOVFnXUOl5Xr3PuJ0G8YZg10U5U5rvYm1vUDlWQ7YD6EFT6DbIdu/77LiKejCqETtCQyh4VaptIbrYSNHa0au+7YsKECYwZM4bFixfz+OOPc+utt3Z4TYv9h6uvvprDDjuMHj16cOSRR9K7d2+EEJSVlbF69WqWLl0KQElJSaf922q161vX9d3ypWnNhxNYWFhIhBB0K5Edyso2lzc7trM4dSqKTYt6exst6roQrKk3KPMZfLhVirwqoItZkpkYowZZ1gUyCa0lBIIi4gFznyGbkq9gIX4asZmzqqMEOuj6hngDFIBZs2YRCLQudGBhAbJxyocffsivfvUr3nzzTR544AEeeOAB5syZw5IlSzAMg0MOOYSFCxeSm7vzsE9b6NBQDou2M2vWLAYPHsyYMWNaPtnCgoSe36U7j1NX17Q8YSrq+q5sMAhHWhbR7umCLm7pvh5oZowvNod9ZNjj4zKrE7K+IR7brmql/p3F9RTREy18GOWRYhxGAR7qmM09VNm7kquMpVA9Eugcixqk+7Jnz55UVFTw4osvdsqaFruHiBla2ZlRN3/+fMaNG9diGVRL67SF3NxcXn75ZVasWMEtt9zCKaecwrHHHstll13Ge++9x8KFCzulfjqKJdR7mMsvv5yVK1eyePHivb0Vi58J0bnU23aR+V3VCos6N0PgtINhQEV9y0LtUAVvHOvkgxOcnH+AdHMvNUu7MmwiNoWrWgsnVW8k9glvDXl05VLux6YPQkehMDIFgcIWfuIDMRub6yx62X4DQKCThNpms3HVVVfRq1cv0tLSWr7AYq/g9/v58ccfAVlWl4qZM2eyaNEibrnllp2us3HjxlgG9s7WaQ+DBg3irrvu4j//+Q/vvfcejz76KMcdd1ynrR/FEmoLi32cqEVdlkKoowll1a3I/BZCUJzTNve3QxXYFMFg0xoPmeHtdDvkm73Gg4aBR49bKYn11yFDb3UJpsNMmVGMYqbzF7rRD4B6qnCJIvNeVehGZKdrtIXLL7+cdevWWQ2X9lHOPvtsCgoKWLZMJhM+/fTT5Ofn88QTTySdd84555CZmckFF1yQcp1evXpxwAEHEA7LEM15551Ht27dWLJkyW7dP8gJW51Bh1uIWlhY7F6ic6l3VaLVmhg1yISyLZWaWaLV+k5dPdIFmXZoNMPRGXZIU1TcQsFv6FRrETJN4Y66vkuDYQ7ftIIsxcb7PYe0mDjqNPcTIkIJB9CTwZSzngBeHCIPgYqBRsioxiWKW733ndHZQxosOpfZs2e36rxp06Yxbdq0nR7vrBnUbUHTNObNm8eHH37YKetZFrWFxT5Ot9hc6o5Z1ABd2phQFkUIwaDc+MdFuk2uE41Tp2p68qWjjE3hID8GvdTqLVvBDiGFPmRI69yNzGL340EIFYcoAGBh4EQqIvPatP9dEQqFePHFF1m5cmWnrWnx8yczMxNVVdv15XA4OP744ztt/rUl1BYW+zhR13fl9ipCwVDSsXgyWeuEuqsptttaWaKVyOCcuEWcYZZzR93fiQllBS5BMM3L1rSa2GvbI8mZ4amwxyzqqFDLGtUAHvmziCfnVGidJ9RXXnkl559/Pv/4xz86bU2Lnz/nnnsuhmF06KuzsITawmIfJyc/G1eaFORtTTK/21KeBXGLekcbLWqAwaksaltzizpsD1JbsiXp2m0R+YCxJODh0m3ruGnHxmbrOxJc3xAXar8p1APsV+IgX55jVLd5/ztj+vTpALz00kts29bxSV0WvwyuuOIKxo0bx7Zt2wiHw20qOw6FQnz88cfYbJ0TXbaE2sJiH0cIQfdonLqJUEctaq8vgt/f3L1cVu7hvQ+3xJ7uY7XUde2wqBOFuolFXWlazJtDAWZU/4TmCKGGHBzkkO7r7ZEQ/6zdxq+2rOCtxmqeq69gRyTZO+AUplCbrm9XTKjlGM8sdQhDnHea53SeUI8bN47x48cTDod57LHHOm1di583w4YN49xzz6W4uLjNk9dsNhtHHnkkl19+eafspd1CHQqFePvtt7nuuus49dRTOe644zj77LO59dZbrdnTFhadTDyhLNniS0uz4XbLD5Gm7m/DMLjjb99y34NLWPiVFPguOfJPvsEH3laWT4FMjsnSA+SbrYsz7FLw+zlkg5KX6ivYHglxXvlqyiMh7CEnhRv60VOVx7dHQnzoqUtasyycLNQ7c3378bBC285SrRyHkBZ10KihM4k2QHn88cfx+XwtnG2xv9DRFqD3339/p+yjXUL91FNP0bt3b0499VQefPBB3n77bT7++GNee+01/vrXv3LkkUcyfPhw5s3rvDiShcX+TDyhbFdNT5KFev2GBtZvaABg1epaANJdgiyzbLgtVvX//f5Ojht2Kv1cUlxzTcG+MKeYnnYnWyMhjty0jHWhAF1UO6Mq+qNGHLg0aXpvi4TYFJb7i0a6yyLJTVqi5Vlx17eZTGY08rvAHGYEXkdDDimJUI9utBz3bi2nnHIKffr0obq6mueff77T1rX45bJhwwZmzpzJjTfeGHvts88+Y/bs2Z3+sNcmodZ1nfPOO48ZM2awffv2XQbRly9fzrHHHttpTxQWFvsz3XpGa6nLmx3L30mc+qN5pbHv166rj30f7/ndeot60YLv8DR46LvsQy4fYuOY7tL6zVBUHiruiwBq9Qgq8ES3AQxIkz2712+R520JByk3Xd0T3FJst4Z37fqOWtRhEUQgHyp8hgMRFfROtKpVVeXqq68G5FStzsrWtfhlctdddzFw4EBuuOEGnnnmmdjrhx9+OMFgkIMPPpgvv/yy0+7XJqH+05/+xMsvv4xhGPTu3Zu7776bb775hsrKSkKhENXV1Xz//fc8+OCDDB48GF3Xuf7663n99dc7bcMWFvsj3Xp2A1Jb1AUpxl1qms68T+OT6datr4/FqaMJZdtqWifUwUCQuuo6AL5/+z0uHGgj3R7PAD8kLYur8+T+bi3syTh3Jr0z5PHyCim+3/s9GECaUBhsl5ZyU4v6EzP/LGgKtTOhz7fdtLK9IoxD5AHxOHXIqKEiMg/D6Ji4Tp8+nezsbLp3705VVVXLF1jslzzzzDPcdtttaJqWMrP7ggsu4MILL+Too4/mu+++65R7tlqot2zZwsyZM1EUhVtuuYW1a9dyww03MGbMGPLz87HZbOTm5jJixAiuuuoqli9fzsyZM7HZbFx77bWEQqGWb2JhYZGSqEXdNOsbUlvU3y+poqY2SGamHUUR1DeEqDSbb0fj1K11fVdsi4vWqqWr2ba1+R5uLOjByn4Hc0mujKX3ypT3EOY0LK8poj3tTj77wmyIEkoW6q+3y9cbzFIvBRWX6f62C/maxwjG4tQhpFD/GLyRZaEbKY20rkHGzsjMzGT16tXMmzePoqKiDq1l8cvlwQcfZMSIESxevBi/309+fn6zc0499VQCgQB/+tOfOuWerRbq2bNnEw6H+fvf/85dd93Vqiy4a665hmeeeYatW7fy6quvdmijFhb7M917SYu1akc1fq8/6ViqwRxRt/eRh3enV0/pQl63Xrq/u+a1renJjvLkiVWfzv0i5Xm5arwUpVdm1OK2J53TxXASrJavbU54eA/rBv5QcjIZkCDUMh7daARxEk0ok0Jdry8BYEuk48M1ios73vHM4pfNhg0b+N///sfBBx+M0+lM2XHPbk6WW7hwYafcs9VC/cUXXzBhwgSuv/76Nt3g3HPP5eyzz+60VmoWFvsj2blZZOfK2O6WjVuTjjVtI+r3R1j4pbR6jzmyB/37ZQOwdl0dAMVRi7pWJxQM8dZL/0uymptSUV6Z9POncz9vcb+9TNe3UG0ILf5Blh1yYvfKD7HyBNd3bRCi9n3I7OX9dO121gfkXqMWtZdQ3KJuUqIVNJL32REqKir4z3/+02nrWfxy6N27N926ddvlOR988AEAitI5FdCtXmXt2rWxZIu28oc//IFvv/22XddaWFhIevbrAcCW9aVJrzdtI7pgYTmBoEb3bukcODCHAf1yAFhnZoBHLeqyaoPbHl/LnTc8xmN/f2qn941a1AeNHQbAd18uob62YZd7zXII0hQ5b9oWiFvaLo8DhynUjWjM2x7iuTURagIGdcXy4SKIjP39uXIzPk2ml0eFujHR9W1UN4sRakbHZ0tv3bqVnj17cvbZZ7N169aWL7DYrxg2bBhfffXVTo9v3LiR2267DSEE48eP75R7tlqod+zYwRFHHNGum4wdOxav19uuay0sLCS9TKHevC5ZqKPdycq3efn11Lnce/8SACYeUoAQggH9m1rUggNLFDQdvq/pTcFvXmBjoOdO77vDtKgPHj+CAYP7oWkaX877psX9miOssQUS3N+1dtSwihKSHz13r/TzyPIIC3dohB1SjINEWBOS7v2QGeOOJpMlxqiDRjUayWUwjfrqFvfVEiUlJRxyyCFEIhEeffTRDq9n8cviT3/6E9OmTeP1119Pyr1qaGjg6aef5pBDDqGiogKbzcZtt93WKfdstVAHg0EKCgrafaOoz97CwqJ9xIS6iUVdUOAiK8uBYYDXKwVNCzZQlC7Ll/r1lS7zyqoAdfVBVEVw/+9c/OksJ85AOcLuYnvxSXy/XiMVFeUVOPtPYoPrMAYMHWC+1rKbOc30Zavh+N9+oEJ+H7Wqq3Tp/v6uNoxhVlhrQmOeV8bTw4a0xqMxak8T13fIqE26Z4O+osV9tYZoA5Qnn3wSj8fTKWtatI93332X8ePH8+yzz7br+u3bt/P73/+evn370qdPH8466yy2bNnS8oXIniFNGTx4MI8//jgzZswgKyuL9evX07VrV/Ly8vj9739PZWUl6enpvPjii4wbN65de25Kq4U6EAjE5nm2h8bGxnZfa2FhAT37yaEUWzYku2MddpV/Pno4M+8ez8juq6n99kHqlzyBr0HGndPT7HTvJpOyogllqiI4bIgNY/6f8f/0MQiVv74aYGtV80zwrY3pZB1zEysbexHJ7g+Ap6Fl8XKYxoYSkaKsArXl8nu7V1rKflV+piz3BGNCrQuNT7x1AETMbmXJWd/R8qyaZnFqv1FGZ3DiiScyYMAA6urqkupkLfYcc+bMYdy4cZx44om7dDXvio0bNzJ69Ghqa2tZsWIF69ato1u3bowePZrVq1v2vtx+++1s3968yuG4445jzZo13HXXXRx11FHk5+fTv39/Jk2axJ///Gd++uknpk6d2q49p6LVQm0YBmvWrGnXTWpra6mu7rzevBYW+yO9+kn3dNMYNUBhgZsu+Rqfvf0/DE0qZMW2uNU7IJpQtj7e+CQcjrBt8zYaP30QtWEDngDc9lKAQCge9/UFDer6notQpGCqabkANDa0HMoSfrmOoktxLsRJnRnajlrUEbvca40RxjDkx5EhdL7xyxMj5muOpBh1jty/UU+4iUUdNDqn/llRFK655hpAluNoWmpvg8XuY/To0SxYsIABAwa063pN05g6dSqhUIhnnnkGt9uNqqrcd999uFwuzjzzzBaNz23btjFy5Egee+wx/P7kaou8vDyuv/565s6dy/Lly/npp5+YP38+d9xxB927d2/XnndGm0Z7nHXWWeTl5bX5JlbvXAuLjtOjj/zjr6upp66mnpy87KTjLz4+h0hEQwiBYRhsL9sRO9a/fzaffl7OuoQOZeVbtpkCpGH/9lFyTn6ArdUGn6+IcMxIKaSz3gkgMuIlS0FF3nNnFrU/aLBqq87IvgoRrwFZAltExtBzPa7YedHMb80hPyg1WwTDiGeHa+iAgiakUOeYXcs8RhC7KdQRGppleoc6SahBNq7405/+xIYNG/jvf//Laaed1mlrW7RM3759ARg5ciRr165t8/WvvPIK3333HZdddhnp6emx11VV5ZxzzuHee+/lX//6FzNmzNjlOqNGjeLJJ5/klltu4Te/+Q0zZsxg0KBBbd5PR2iTUHdksHqqWjMLC4vWk5aRRlHXQiq2VbJlfWmSUNfXNvDG828D8OtzT+C/L72bFEdOZVFv2bAVxZFJet/j8QfXc9YYG8/NC/PxUinU67dpfPyjjqFrGL4GlIxc6kOyJtuTwqI2DINbXwrw4yadW8924mswoCs4fJn0nteLrkYaVUCmG2r98qNHN13fuj1uUQMgdDAUNEV+bqQL6ZL3EMJGZuw0r7HJPN4Hr7Gx1Ra1YejU6F+TpQzBLrJTnpOWlsall17Kfffdx8aNzcdyWuwZXC5Xyyel4KWXXgJImXl9yCGHADIGvSuh/tWvfsW7774LwPLly/nnP//JhAkTGD58OJdddhmnnXZap42y3BWtvoMQgqlTp9K/f/82JYZFIhHWrVvHnDlz2rVBCwuLOL369ZBCvWErw8cMjb0+519v4Pf6OWBof04570T++9K7sWxtIFZLXVbuxesLk55mp3RDKc6ig7Bn9yGidWVsf4Pn5sHSjTqV9TpvfW1mYa//HHtaT8jIxRuR5VKNKSzqhas0ftwkBfXHTRo+P6AbCEWQXplJlellHNZbpazeFGqbmfxmCxMf1wFCGOQIFd0UaLuQrmePEUQRNmxkEaEBr74BgAzlALzaxljJVkuGwdbI66wJ/4MsZQhjXM/u9Lxrr72Wq666yupUthdpj5Hn8/n49NNPgbhlnsiwYbLU8IcffqCuro6cnJyU6/z973+PfT906FAefvhh7rnnHl555RVmzpzJVVddxfTp07nkkkvo3bt3m/fZWlot1GeffXbsCaU9uN3udl/7S2LWrFnMmjXLinlZtIue/UpY/MX3SZnf4XCEV56S/fR/e+W5dOkuRaViWyW6rqMoCjnZTooK3VRU+lmzpo6RIwrZsn4rtgzpTheqi/feWcPQXv1ZvlmK9PxlUkQDKz/EPuI3APgiMgmsqes7FDF4+sN4qcqyTToCUDTQFTBsgCnUg3uofFopP3q0mFBHAIFuCBRhIITOQKcdr4h2QJTZ4R5D/tcucogYDXh1aelmKgewQ/sAnSARPNgTrO5UlEVkM5OWssTbE+qzSE1DQ3LtvdPpxOl07pZ7rVq1ikBA1tSXlJQ0Ox4VZsMw+PHHH5k0aVLKdYYPH97sNbfbzfTp05k+fTo//PADTzzxBCNGjGDChAlceumlTJkypdM9yK1OJps4cWKHbtTR638pXH755axcuZLFixfv7a1Y/AxJ1fRk1ZKfqK2qIzs3i6NPPpKC4nwURSESjlBTGU+2GjZUis53S6R7ePP6MmwZXWPH3353EweVSOF8fWGYcATy7bXoddvBnHQV0KTANnV9z/02wrYaA9X8RNmwQ1rCNjOJ/IpTHEw7ws7xo2wcN8pGoS1uURsYaHZTxU33txA6PVx6rDwrjA8w8BDEMIyYuzra79slumAzp21F49SaEeT7wKWsDz3W7PcYZtcNW1Lx/fffU1bWOVnlP1e2bBvNprJxbfrasm00AD169CA7Ozv2lWitdjaVlXFvUiprOTs7Hu7oyACWkSNH8uSTT1JaWsqUKVP405/+RJ8+ffjb3/7Gjh07Wl6glbRaqC+99NIO3Wj69Okdut7CwiJ1LfV3Xy4BYNShB2G327DZbBQUy1rjRPf36FHS0v7+B/na5lIPQnWgRwKEatai6wZLPluBPcHP1jX4I4ojEyMihdRQHSiu3GYW9fvfyePTjpBhsWjDMId5PCNT4TdHOrjmFCdZaYJihxk+E2AoGrrNXD8q1BjkOSIxodaFhopOGJ0gGg6S48p2kYdDyD4P0Tj1Du0DavVv2RRpXl4VNuqbvbYrbrzxRg4++GBmzpzZpuss4pSWllJfXx/7uvnmm3fbvRKrjNLS0podT2ztGbW8O0JmZibHHHMMhx12GNu2bePPf/4zPXv25Kyzzurw2tDGMZet5auvvmLOnDksWrRodyxvYbHfEivR2rA11j4zKtQHTxgZO6+4WyEAOxIyv0eNkK+tWVdHdZWXWq9M0ol4yvFtmYfNJli6pIKhJdIMzssQiPJvUByZMYsamx1bWjHeRl/s/ht36GzcYWBX4dfj7ORlxN1+LvMTpj5kUBs0+GirRkQ3KMxQUSLyoGaLxFzg0cxvIXRUWwANFd18zZFQSx3N/I7iFl1wmkIdtaj9erzeXDf7h0cxaFtPiGhXxqeffpr6+raJvIUkKysr6Wt3ub0BHA5H7PtUoygTO4p1NLzx4YcfMmXKFAYNGsRjjz1GOBzGbrdz9tlnc+ONN3Zo7SitjlHPnTs35esnnHBC7Pvly5dz9tlns2rVqthrI0eOZM6cOSkD+hYWFm2je6+uqKqK3+uncns1eYU5LPn6R0C2+IxS1K0IvluZZFEX5Lvo3SuTTZsb+eSTdajp0u2te7ehB+vp1SOd9Rs9jOrqY2ttJudPtvPyvB0ojkKIyA82YbOjZnYjVPMTfq+ftIw05i2VIjjmAJVMt6BnkaDGIz8c01VBFdAQglkrIry1SePPo2zkZQiUkA3dFiLiDIIizzd0GZMWQscvfGAIQroDlxokC4EfaMBPmSiLWRkCGy7RNSbUQV0KddCIT/0KUx+bupXqg7sljj/+eAYPHszKlSt5+umnue6669q8hsWeo0uXLrHvvV5vkqsboK6uLvZ9ezpu+nw+nnvuOR555JFY4xTDMCguLmbGjBnMmDGjUyextdqiXrZsGSeddBInnXQSd9xxB2vXrk1686WlpRx55JGsWrUKwzDIzMxk1KhRrFq1ismTJ1NTU9Npm7aw2F+xO+yx2dRb1m9h9bJ1eD0+MrIyGDCkX+y8WEJZkxGVB4+UVvWixduxZcpEMiUsz8nJks/tjoiPF69L47hRdirKKxCOTNAiYM6Utuf2AmScWteNWNLZkcPl9b0K4x8rmaaHuyFssMUjr19Za5CfKVDD8nwlQzaSsGk2MIVaFQY+zH7furS8Ms1SrY3GMraIeLlUSDgJi3DM9T07PJ8XQ9/hNeLnePS1MXd3mLqk34luhGjU1+5SwIUQsQYoDz30UIe6NFrsfoYOHRpL6CovL292PBo/djgcu6yJvv3225N+3rRpE3/84x8pKSnhiiuu4KeffsIwDEaOHMlzzz3Hli1buO222zp9XGqrhTqazv7YY4/xzTffcPXVVzNhwoTY8UsvvTQWlD/11FMpLS1l8eLFbNiwgeLiYu69995O3biFxf5Kz4Q49Xdf/gDAqEOHJ82ILzJd39t3ItQr1gZQndmAgcOoAyArU34cVFVJgdQ0jcrt1dL1DbjMzDA1Swp8Y4OHFVt0KusN0pww9gB5/15F8Y+VLLv8sKwPQZUZClzXoNMtX0GJSKFOy5QHMrHHhDpXVWg0M72DplB3sW9inGsJ21lPWMTv0aDobOGnWA9wO418GdmIxyzdAlgSvJJFgfMxDIOAkdwS8sfgDSwKnMt27b1Uv+4Y5513HkVFRZSWlvLGG2/s8lyLvUtubi5jx44FYMWK5pn969atA2DSpElJzVCaMnv2bJYvX84bb7zBySefzIABA3jggQeoq6tDURTOOOMMPv/8c7799lvOP//83TbTotVC/c4773Dttdfy+9//vtmx9957j7lz5yKEYPDgwcyePZvMTPnHXVxczFNPPcVbb73VaZu2sNif6ZUk1EuAZLc3QHE3aVHvaDI8Y/iwfGw2QSgsBTQ7PYLLJQUzw6ygrDQVdevGMjRNQzWFOjdDflwozgwURxaeRi/frJFlhuMH2XCaopwo1J5yGSduCBlUB6TFur7BoF8XgWoKdaNDdi48KNMRc33nqioN5sjKoCZj6RnqNnLVBrYoX8Z6gAMEhI16KmOZ4G5C2KhCJzlJKGBsw29sIagnP7xU6wsB2BJ+kV3hcrm47LLLAJg5c2a7XOgWe45LLrkEgAULFjQ7Fu0dfu655+5yjTVr1nDQQQcxdepU/ve//6FpGjk5Odxwww1s2LCBOXPmJBmsu4tWC/Wnn36aMjCu6zo33HBD7OeHH3642VPFQQcdlBQTsLCwaD9Rod60dgs/fLUUgIPHj0w6p3gnrm+3y8aQwfHkmd4lDpwuabGmm8mxldXSol74iRxlqThl2VN+lvlxYXOgphfjafCwvVZa2f26xD9KEoV6+adSBNft8GEO9sITBtUlUMxSr1ozsWuQMw1Fl6/lKAoNRtSiTu5MFRINSRa1X9ipNSqwm5ngaQSxN3FvR6nRFhNhZ33KWxbeSy+9FKfTSVlZWaeW31jsnEjErLXfSe+J+fPnM27cOB5++OGk188//3yGDRvGnDlzkjK7Q6EQs2fPZujQoZx33nkt3t8wDAzDYNCgQTzxxBNs3bqVu+++mx49enTgXbWNVgt1OBxOGXR/+umnWbFiBUIITjzxRCZPnpzy+oyMjPbv0sLCIkbPvvIDYtGCb2ms95CekcbA4cmDC2JZ3+Wy6UkiUfc3wNAh+bjcMkPW7ZQfhFWmRb3w468Q9nRAQVGgIMe0Yu0O1LRCPA1equqluBVmxzO9M92Cgiwze9sv1yoLJj+8b/AY2I3kXNZBTjfOsHxoONiZQaNpEQcizctrkoRasfGJ9j0R5HlpBDFIXXJTq39LxEjdp9yg5SZERUVFfPrpp2zcuDEpYcli9+D3+/nxR5ks+fXXX6c8Z+bMmSxatIhbbrkl6XW73c7LL79MJBLh2muvJRKJ4PP5mD59Orqu8/rrr7fKVT1hwgQ+/PBDli9fziWXXLJXmne1Wqg9Hk+zJ5qqqir+7//+DwCbzbbTOPT27dtT1rJZWFi0nZ79pVAHAzITe8Qhw5v1Gy4oLkAIQSQcobaqLunY8ME5se8nTOiDyy0tVqfNFOrqAD6Pj28XLonFp3NznLGyK2Gzo7rz8TR4qGxoLtQAl09xcORALy5XH/mCXU06vq7BQOjJex7sTMNuTtrSCMfs24DW/IMxIhJd33b8opYlumxikkYQdiLU1drXzQZ5RDFaYVGD7BOdWP5jsXs4++yzKSgoYNmyZYA0CvPz83niiSeSzjvnnHPIzMzkggsuaLbG0KFD+eqrr9ixYwcDBgxgxIgR5OTksHTpUgYOHNjiHoYOHcq8efM4+uijO+dNtZNWl2eNGjWKhx56KDZQ3TAMfvvb31JTU4MQgiuvvHKnb/yRRx7hyCOP7JwdW1js53TpXoTD6SAUlELdND4NYLfLpieV26vYUV5BflHc3Z2bpRGsXIZAY8DAE2Oub4ci1wsGNT7/5DtCwRDFPXsQBgoK3GSnm2Jsd6C68mmo91HTmFqoxw+yEdlWwfuh1OK3rl6HSPzjx4agv92NzYw9VxnSPW0zbAS15vZEGIUM5SCW69sJChU3ARqxkw+4RBjV8CW2Do+h4WVLJHUs2qD5LO5dEYlEWLZsGSNHjmz5ZIs2M3v27FadN23aNKZNm7bT4wMGDOA///lPu/YwY8aM3ZYg1hZabVH/8Y9/5IYbbuDiiy/mscce48gjj+S9995DCEH//v258847U173n//8h3/84x97/YnEwuKXgqIo9Owb71+cSqghselJcpy6sa4B74b3cHm/Q1GUmFBrkRDZWdJS/PQjmU3ed/AQQNZg50SF2uZAdedRWa+hG6AqkJveXBVrav2IYHIZk9M0hJdWG7Gsb4D+DhdORcFuCnWdGUd242gWowZACIY5H+Q5YzIIgUsJ4TUUDFOd01O0CO2qngiAQaTZMUnr+++XlZXRv39/Jk6cSG1tbcsXWPwsiSYP7m1aLdRHHnkkM2fO5JlnnuHKK6/ks88+wzAM+vbty9y5c5Nc2+Xl5bz22muccsopTJ06FU3TrCEUFhadSLREy53uZtCIA1OeU7STzO/6Gili2blZALjSpFAH/AEKC6Qofr9Ilq8U9pA104UF7phQC7sdodjYVictjYIsgaI0F+ra2gBENPllMjxH/rfclyzUPQ3p3rabTr46IYU6DWcs6zsRO050bISxETHbjjaKWiLI95JtCr1TxKdedbFNaf5LSkBvQ7eybt26kZ2djc/n45///Gerr7OwaA9tGqR59dVXc9RRRzF79mxqamo46KCDOP/885vFn1944QUADj30UA499FCAWPcWCwuLjhO1qA8aMxS7PfWfcbTpyY4mmd/1daZQm/OsXa6oUAcpKHCzbkMD9Q0RHE4HdncO4E+yqBWHAw2o9rkhXQq1pmmUbiijV/8esUYT9fUhBCACAYwMWava16mx3qlSEySW9Q2w4UcHlXk6DjP23KhIoU3HSVBvbk9kkY/PkBO3/IaLTOHDK7YQxI2dADnIhDGVeHw7U+m/y99pW/p/CyG49tpr+e1vf8vDDz/MNddcY8WtLXYbbZ54PXToUP7yl7/s8pzO6m9qYWGRmlPPP4kfv13BRdecv9Nz4pnfTYS6RgpSjmlRR13fwUAoZlErjkxGjB9BXb20MgsKXORkxF3fAI2arOQozBY8+/DLPPqXJ7lz1i2cdPav5PFGGfNWgkE0U6id4TDHlDh4db2GQGDTVCKqhlbu5JmPQzhHS6H2qrK2Oku4kmLUmqGgCp0MIw8fcn2vnkam4iNknxerD88xLeoC9TB2aH4ylQOxkY1A3Wl2t06QjcYSXCKLrrTc8vjss8/mpptuory8nDlz5rSq1MfCoj3slqEcFhYWu5eefUv41zuPMnriqJ2eszPXd11tE4s6TYpzwB+gIF9aoIojk649iqk0u5QV5LvJTpMiaAgVFIWgkEJfmK2waqn0mG1YvSl2n0aPjAWr4WD85h4/x/eIZ2x38xRwoJFOekU6WyoNXCLZdsgRrqQYdZ1uPlyQjd+QDxGrQv2oiuQCEBEyeS1LyH07RD7jXf9luOM+hBCxWmt5rHm56WzjDv7JDVSytdmxpjidTq688koA7r//fqsBisVuo81C/dhjjzF06FDS09Pp378/t99+O8FgsOULLSws9ig76/cdtaizm1rU/iAFCRZ1WkY6VdWyzKmwwIXLAc5oAqzNgWaXpVuF2YKKbfJhwOfxxe7T6JWWqyMS/3wI1jYyNDcez9ZKu/DPzEEomkJNo0EayRm2ucKVFKOuDA9gRySfXvqEmEUdNJyURuSAkUiTULlKGoqwxdzxiVO3nKKQpthMa/sjnm92LBW///3vcbvd/PDDD3z66aetusbCoq20Sah///vfc+WVV7Jq1Sr8fj8bNmzgrrvuYsqUKc2aKlhYWOxdEi3qxL/PaDJZjmlRO12JyWTSohaODOyudAIBKVwF+S6EEPHMb7sDw2G6vrMEldtln39vY1yofX5pYToi8ZGCwaoGhBBMNDuZjcwXsfrsWq9BFy3Zys1T3EQMO19WHMFk41xsRg9+CA5BNYrxGfHkL48u82R0kezWtonk/Jlom1EgNm0rEYchr99g/MQ2vXnmeFPy8/O58MILAdlK2cJid9Bqof7444956qmnMAwDh8PBwQcfHBtdOX/+fJ55pvlwdgsLi71HYRfZ9CQcClNXHU+UqquV32eZFrU7mvUdCCbFqGt9Uoh7lGTE+oHHaqlVGzikqOdnQlVUqBMsar/Z29ulxy1qb6VM8rp7rJ0rhti4bbSdnHSBIkDXoXcToS5Q5D1+rBvDMP3X5JrJYbX4YxY1gM9wYRgCrUn2eWIyGSRb1GmieQvIooiMbWvCx62R+1nEe9STukFKlBtuuIGvvvrKGjxksdtotVA/++yzgEygKCsrY/Hixaxbt44FCxZQXFzMnDlzdtceLSws2oHdbos1OklMKGswY9TNksn8oXiM2uZi4zb5+mETusaujVnUqgC7TCpzaI1EzBKsRNe32TgNtymowh+ivk660l02wW8H2ihJV1DVuKWepzswvHGrN0+4cZpua4+ukSNMoTb8eE2LukCkY6AQNNIJk9wBTRUyiW0dP7CNDdjJih3rbjst9r3NjF0XaF5Uc5xniWM57/EvqtnW/JebQK9evTjkkEN2eY6FRUdotVAvWrSIgQMH8sILL5CXF+9yNGHCBB5//HHWrFmzWzZoYWHRfqJTtLYnND1pmkyW6PpOS7MhzHriUnMa5KSJ3WLXDu5hTtDq3h8hBKowCNTFLc5EizoYludmCrme8AdpaEhdq5yXKcXYEQGjPh47zhIuMhQpvh5dI9d0ZdcaPnyGfADIN1/z6O6kHuAANtxsZyMv8Vf+yQ0IEY+Bu0RXBtpvABQGO/6EInJRgHQ9lLSGi9a3P66pqaG+vvVlXhYWraHVQl1ZWclpp52WNPM2ygknnNDi9ZZr3MJizxMt0arcFhfTpslk0V7fwYB0USu6P3Zu1y5p9O8bt0JPGG3HaQfFJd3iThGmakdV7Li3UbqOIxGdiFlWVaBI8VbrvHh8qXNZonHqN5//EJsn7v7OFi4yTaFu1DWyhdxrgxHAT9yiBqjT3QSU5KxxVaSzmVWxnyMJpVmKcFBin8oR7gUU2o5AmMll6XqTbmrsfF5xIg888AA9evRoNsXJwqKjtFqoGxsbKSoqSnnMbre3OPIrOrzDwsJiz1HYNT5FC+SowMZ6GSeOJZO54w1PAIjEx0AeNqFrLGMaZIz66BFxMVT1YCzjG+IWdUODtEoNQ+cApZaR376Fa+EqfPFngCSiFvX3P2wmvS4ujFkkW9TR8q0gWsyijgq1V3cTbFLepZoWdZRF2oZm91aFfP8o+QCkGe2zqIuLi/H5fDz66KNJYxUtLDpKq4Va13XKy8vRdb3ZV3V1NT169MAwjGbHGhoaePzxx6moqGj5JhYWFp1K06YnDXWNsXrfWDJZE6HWgvFs58MT3N5RTj007j4W4UAs4xviMeq6elOoI37cbif99EqUYBhNF/j9zXttR4VaScvDVRa3upu6vqO9wENGBJ9pUedFhdpII4KSNFqjTGxmCfNjP1ek6AG+lTW8w5P4FPl7SDMtamH+nlor1FOnTqWkpISKigpefvnlVl1jYdEa2lSedd9992G325t9FRUVMXv2bGw2W7Njubm5XHHFFbtr/xYWFrsgGqOu3CbFNFqalZ6RFms9Gu9MJoU67KsDIC/XwcADcpqt2aNAQalZC4AR8CYJtdfjQ9d16hviQu1Kc5GTm46hSQGsrWvedyHXHFevpuehbqsm/OXpHFt6JnahJrm+DbOvd4MejlnU2UJmfPt0NwhBOGEE5ovck3SfUjWXKiOT7rZ4F7F/8X98z0esVGTTljQ9TNdwA4f6t5AXCaPSuulJdrudq666CrAaoFh0Lm0SasMw2v1lYWGx5ynqKuO9UYu6aZ9viLu+g4EgkUgEf9VaDEPnpF+VJLm9E8nZ+gFa2Xqo3ELFtqqkY35vIOb61sN+XC4HWTkZ6GHpUk8l1JkOKeJKWh7Bsi3QmI+3ViatJlrUi/1yjc/9dWw0XfSqoaIbKhFsBA07kcSPtSb7d6ghHuRkymz92cYGPiFu+YZMgbej0y9ciwL0C++6NKspF198MRkZGaxYsYKPPvqoTddaJBMKhbj77rsZOHAg/fr14/DDD2fBggVtXufZZ59l3Lhx9OnTh6KiIqZOnfqzmz3Rpl7fl1xyCSeffHKzIRy7wuPx8Nprr8UGdVhYWOw5ok1PKrZXYRhGs0QyiCeTBXwBfB4fEU85tYtmctabH+903SxnkIptmwi4DCprkoXa6/FR3yDF2Ij4cLqcZGRlYkRqgBxqa5sLtVsJAk6U9Hzq16yGSVDmkw/4iUJdrWlgAyF0VoQacTnhoaodGOkKKODT3dKiTmiGchwX0pshPMkfSVP8FKo1fKE8wxdN9qCnGGAdLdVqLTk5OVx00UU89NBDzJw5k2OPPbZN11tIgsEgv/rVr9ixYwcfffQRPXv25LXXXuPoo4/mpZdeYurUqS2uYRgGF154IZ9++ilvvPEGo0aNoqKigmnTpjFmzBjef/99xo8fvwfeTcdptVBnZ2fzxBNPtOsmv/rVr3jzzTfbda2FhUX7KTKTyfxeP54GD3VNupJBfHpWMBCMJYPZHbaYSzwVWVkOaIRAEHzbkq1Ob6M3FqPWw36cbidCiJhFXVffXKidwg84UdJy8W3agAqUeaU3LtH17TG9c6owUMy+3mVhjVzDHOaRokSrPyNwIB9GbGhkKD5SkUqoU/sTds3VV1/NI488wvz58ykvL6dbt+Zxfotdc+ONNzJ//ny++eYbevbsCcgcgDfffJPf/va3jB49mj59+uxyjccee4znnnuOuXPnMmqU7IlfVFTE66+/Tr9+/TjrrLNYtmwZOTk5u/vtdJhWu747MkBbURQrTm1hsRdwuZ0x63lHeSX1Zley7Ly4RR11fUciGg21jQCkZ+66JKmoSPb5NgxBba0UvuhwD5/HF8/6jvhxuV1kZmdgmD2/fb7myWQOQ64hVDvC48WGji8CGxqNJIu6XpMWbne7nV4OaWfohhqLXXsNNx4lPm4yg1zy6RZLCFOEgbqT6VmGEDQN0qlohI26Xf4umtKnTx+ef/55Nm7caIl0O9i0aROzZs1i8ODBjB07NunY+eefj8/n4+abb97lGoZh8Le//Q2bzdbMq5Gdnc2FF17I1q1befTRRzt9/7uDVgv1X//61w7dqKPXW1hYtI8iM/O7Yltl3PWdk+j6jlvO1ZU1AKRnJLfebMpRJ07EMLOjFdWF3WGna0kXwHR9Ry3qiA+Xy0lmdmbs/FRZ3yG/D91fB4DqzKEkIGPqC7bpSUJdp5lSKvRY1rfTsKHr8hyf7qbclkW5LZPlziJyKUIgsOMCQ9rH6cpOasQALYUN7dHX7/J3kYpp06bRvXv3Nl9nAa+++iqRSCSlW3rcuHEAvPnmm1RXV+90jZ9++ony8nKKiopS9v44+uijAZg9e3Yn7Xr3Yo25tLD4hVOUUEtdb1rMiclkDqcjljRWU1kLtGxRjzxkOIoZBxY2N4VdCsjIlFardH2bMWrT9Z2ZnRHL+g4Em1u0Pq8frb4cADW3hKwtywFYsE2Lu741jVqzVameUEf9aslQhjrkg0fQcGAIwQZHHnWqm3SzNahAANLSThM7F+qm7u9KNRebyNjl76IlampqOnT9/sa7774LEJslkUheXh7du3cnFAqxcOHCna4R/Z03NKQerNKrVy8AVq5cic+XOhSyL2EJ9R4m6tIZM2bM3t6KxX5CcaJFXds8mUwIgdMlRawmZlHvOmFUCEF2trTEhd1NUdeCmLh7m7m+nWRkpYNpUXu9oWbr+bx+IrWlAKi5PXCuXQrA8hoDw+xwti0SIqBLIY2gEUBa5r1saRTY5TlBw5G0bga58R8MWWaVpshmJKuCzYVAT8gSL7NlssZRQqYycJe/i51RUVHB8ccfz8CBA/H7d/5wsL/Q0NCQ9LWz8cg//PADACUlJSmPR2PKS5Ys2em9ot4Mj8fDqlWrmh2PViIZhrFLy3xfoU1Z3xYd5/LLL+fyyy+noaGB7Ozsli+wsOggUYu6oryi2YjLKC63i4A/SLVpUae1INQA3brnUre6AUV1UdilAM2MH/s8Pho90grWIwGcLifpmekYmhToxsbmH9B+jx+tdgsAttyeBLb9yOBcwcpagy31UjzXhwMYqvy+kXjnLzcOvEZ0NnWyUEctaoBouxS7kALvM5q79xMtah2BTnM3fWvJy8tj9erVVFVV8cILL3DJJZe0e619hW4rh6KmZbV8YgKar4EKaNa98rbbbuP2229Pei0QCODxmJ3zdpLkFf3crKqqSnkcoHfv3owcOZIffviBRx99lFmzZiUdLysri33vcDiaXr7PYVnUFha/cBLnUtelSCaDeNOT1rq+AfIL5DnC7qaoW1HMCvc0euNxaD2Ey+1EVVUcDnMKVgqh9nn9RGqiFnVP6msbOShPfjxVeeR/Q4YRSxrTzLQvAThRudwxgQOVIp5wnU1Ii8fcM8iJfa8ZyY1LQkbzRiaJQq0Jhbrw8BZ/DzvDZrNx9dVXA7IBSuJM8P2R0tJS6uvrY1+pEsISrdudlQErivw30FKb1qeffpqsrCyeeOIJ7r33Xvx+P36/n3fffZcbbrghdo+CguZzyfc1LKG2sPiFk+T6jlrUuckWtdPdNtc3QFamvGbAsCFMvfCUmLj7PD4CARlLNrRw7CHA6ZQfNz5f8wlaPq8vblHnlFBf10DfLCmaFZ64eEaFOooLO0IIRqjdecZ9NsPUrgS1eEzZZcQfSCJNRmCmEmot4SNxTbgXZZHCZue0hYsuuoisrCxWr17Ne++916G1fu5kZWUlfTmdzcv/Eq3bnTXKCoWk9yRximMqRo0axbfffsu5557LY489xpgxYzj//PNpbGwkM1NWLYwdOzZlstm+hiXUFha/cOKu73iMOis32aKONj2pjlnUrRFqKXTjJk+gV78esUxxT6OfUFhajwINu0Oe53bL/6YSar/Xj9a4A2FEEDYHnoibPmb/7431iUKdnOzlShG9i2jx96Ybrtj3IaNloY4ktB/1GW5qjI4lGmVmZsZc3vfff3+H1tofyMvLi4m11+tNeU5dXR1AqyzhAQMG8MILL7Bp0yaWL1/O66+/ztFHH82XX34JwFlnndU5G9/NWEJtYfELJ2pR19c2xAZv5OzE9V1d0QaLOkt+oDY2SuGNxrUbG+MuSYdDxDLK09KkMO4s6xtDJx1zlnNmCcVCruMJxMWzmUUtUvTh1uPvLZwQsw4lXKsadnSaW1KJ7UdD2PARJmC0P04NcOWVV6KqKvPmzdtlApQFqKrK4MGDASgvL095zo4dOwAYMWJEu+7x4IMPEolEKC4u5oILLmjXGnsaS6gtLH7hZGRlxJqRgPwwzMhKLjmKdierraoDWhejzjRd3w2N0hWZYV7T2CAF1jB0nM64xZueIc8PBJvHan1emRWd65AWrC2vB7qnngIXCF3BFoy6SVNb1EHNYH6ZRkgzsBF3qfoNW8L38Y+7dJFFGk7qtMyk9SIJVrdulnPVdtCq7tmzJ2eeeSYA//znPzu01v7AcccdB8CKFSuaHauqqqK+vp709HQOO+ywNq+9adMmZs6cCcBDDz2E273rfgH7CpZQW1j8whFCUNw1HmvNys1sNmwjKuSaJq3d1sWopTUbLcWKWtTR8itDCyc1UykqknHx4M4saiDPJf+r5pRQX9tA3ywFgSC3tGf03WDo8Y+tqEV927dhrv8mzEvrNJwJlvL1wfd5MfQdumHgTxD5bApJFw6+Dw5huH5K7PVE17fbHJ9ZbaR2wbaFm266iX/961+W+7sVXHTRRSiKknIAx1dffQXA6aefnjLGvStCoRDnnXcegUCAK6644mfj9gZLqC0s9gui4y6heSIZEKujjtKa8qyo6ztqUUfF3RuNQevhmKUO0H+QbDIRCjdPEvKbQp3tlta24s6RQm3GqR2BNPI39SG9Ng+0uJXswsZ2n8HH5gzr59dEcIjk9zIrvJAKw0MkwbruRj/ScRAyHPQ0Do+9nphMlkYGWbjwd6BEK8rw4cOZPn06Lper5ZP3cwYMGMAll1zCsmXLmoUKnnvuOdxuN7fddlvstfnz5zNu3Dgefvjhna7p9/s566yzWLhwIZdeeikPPfTQ7tr+bsESaguL/YDCrvHEm6alWUCzARytcX1Hs76jMeroNX5TqA0tFOsjDjBkeD9A9uZuWqrk80r3cna6FGbFlW1a1HEr2OXJIqesB+hxq9clbLy6Pi6kER0yAkcS1B1sCsdbeH6irU1ya3elL+mmoEdrsCE5Rn2z8wQ+SL+EMWpy/W9H0XWdcLh5Qp1FnPvuu4+DDz6YGTNmUFNTg2EYPPLII7zzzjs8//zzSV3LZs6cyaJFi7jllluardPY2Mizzz7LyJEjmT9/Ps888wyPPfZYrMTr58LPa7cWFhbtItGibprxDSTFsKF1ru9M0/Xt8YbRNCN2TSAghdPQw0kPAAOHymlHQgg2b9yWtJbfK+PaORlSTIUrk/qaeo4tUTmqu0J2opGcINR60Mbq+riF7tcgEsjnP9vP4KdQv9jrH0R+QktwiXej306EOn6OXbT8sNJWXn31VQYOHGjFqlsgPT2d+fPnc8ghhzB69GgGDBjAJ598wuLFiznjjDOSzj3nnHPIzMxslhg2ePBgSkpKeOyxxzjvvPNYt24dv/3tb/fgu+g8rM5kFhb7AUUJFnUq17ermUXd+jpqwwCPJxRzlwdCOjakRZ0Yo87MjCfuLP9+DX36xS3eqOs7L0t+JCnubKoqamjYvoN7xnXhoWVhXlhrxrYThLq2XoUmrvRar4LmTnZ/r9WrKFDj1nk+XUkzk8UaE4Q6kJAlrtL5burq6mrWrVvHAw88wIwZM34WNbx7i8zMTB588EEefPDBXZ43bdo0pk2b1uz1lStX7qad7Xksi9rCYj+gKMGibpXruxUWtc2mkJ4mhbWhMRy7JmhmdRt6cjKZqgoUIY+tWrYhaa1oMll+trTShTODp+9/gSkjzuCbz74ly5GQ/JYg1FW1Kl7T8z2qwBws4lVTzpGu1nKIaL05ngtRUEkzLer1EQ/vl53CpkAP6hJKu1TR+RnBF1xwAbm5uaxfv5533nmn09e3+GViCbWFxX5AtJYaIDuVRe1ue4wakku0YtcI01HXxPUNxNqIrvupNOl1n9cHQsFlzpgWQkE4M0FR+frTxWQllEsbWlyoGxpVPCFpUfdIlx9nGcE09GAuuq4Qqe6G4TNnZ6NQGDmZcUyR79G0qNeEPWzyDuDHwOAkgVd2g0Wdnp7OjBkzAKsBikXrsYTawmI/oCihPKtpsxMgKekLWmdRQ3KJljtdCptQTZe4Fo51PIuSZnYn27B2a+w1wzDwe/1kDjyDm+5ciV3IRKuM8b+j8OK3WLHFoC4hDi30eMTO0GyY1WHkmF5rLaJypLuI0u0jqSsdieHNiZ1fosS/j8aot2kykU1RIgji91HE7okMXnHFFdjtdj7//HMWL168W+5h8cvCEmoLi/2AvMJcbDZpiaZMJkuwfG12Gw5n6yYKJZZoKYpCWroboUgxbppMBpCZKYW7vs7HogXfARAOhYlENOzZvQmFdPSQFGr3oGMRNgebu1/Aix/F48gioY4a3Y5pUFNaLt3qAQ1+nZmHYdgIZDY2Eeq4NyENMxnOCCFEBLWJUO8uunXrxjnnnANYVrVF67CE2sJiP0BRFIq7yzh1XkFus+OJlm9GK93eEE8oa2hIKNFSTaFuUp4F8TaiQnXw4O2z0HU9Fp+OEgk2L11SEnqkiATXt5GQD+ttkCLr1wyGqLLzWsQZxPDFH0x6iJzY926zWUrAiJDurkEIA0dCMtmPgY43OtkZ11xzDQCvvfZa0shFC4tUWEJtYbGfcPXtl3HWRadx0NihzY4lCmprmp1EiZZoJTY9SbSoXU0aqbjdUmTdaRmsWrqGD974OCbUhmEmoUWaC7VIFOpIYpvPaDzcIBKUQh3QIBS0oURUEBBJcJUXiXjr1IZ6uU5YREh3y/GK6Xr8+EmlzVtYdhYjRozg1ltvZd68eXTr1m233cfil4El1BYW+wnH/HoyN917LTZb89hroou6NaVZUXJzzB7htXLYR1pGWixGTYoYtcsl7z128qEAfPz2p/jNRDIhzI+jSIimiMTmYJFEi9q00HWoqpNCHYxAfRhsQXnvoC+PgXo3zrSNQBXxj7z3v5bnK0LHbpcPC+WhsQDUa5mEdjJmsbO44447mDRpUrN2rhYWTbHqqC0sLJKyvlubSAaQlyfFsMYU6ozMdIQ3IUbdxPXtdkmRzS8uBmDb1h34PP54pjiQ7jCIOsMNvxetdDUlBxZSa/QCITDCcaEWZocpoUFdgwHdIKAZNIbBHnARSvcSdoS5JnQaB2Um2yXb0mWTFUXRUBVpxZeFBnO75ybKw7ueddzZ6Lr+s+uWZbHnsP5lWFhYJAt1G2LUebnyuppaKXqFXQsQiTHqJslkLrcUZKdbPgzsKK/A5/UjlLhQDzswHlM2Qn5oqCVcsTFuVSdY1BFDrm8zpFUN0vXtCRnYA/IhIuwKENSSrePScJAtfeTsbZsaQAg569qvqawLleAz5P7CoTDGbrSs6+rquPbaaxk5ciSRSMd7ilv8MrGE2sLCItn13RaLOjfZoj5yyiRIilE3EWqnFFm7SzYTqamspba6DqGYr9sVRg3LiZ2f7ZDr1tdpsTi1SLCoowM63LZkoW5IcH1HnAFCTQZ2featj822VhR5YURz4GnSg3xM72P45tNvW/nbaDtOp5MXXniBH3/8kTfeeGO33cfi540l1BYWFkmx5LYkk+XlxWPUmmYw4ehDUO1yLUML4Upr4vo2LWrdUGP9xTet3RwTd6dTpSg3bl33KpQKGwilxzO/E2PUZqJYhl0QrazSDKgNGjGh1hxh6rVkpa7XIzGhjqJpDjaHg8mv5WbidLeuVK09uN1uLrvsMgAeeOCB3XYfi583llBbWFgkxZLb4vrOzXEiBOi6QUOjdHWnZchOYKk6k7nMGHUgoNG1u4xTf/flkphF7bArZKXFk6sG9VLwbvoYgl4ctQZKwED1JXxsmRZ1mhq3qAGqAgaqZkOJyONbIoGkfdRpEXQjuc92RHPQqDcxva/6E6U0rzvvTC677DKcTidff/01X3755W69l8XPE0uoLSwsklzUbXF922wK2WbTk5oaKYY2h3RrG3oYmz05X9VtZn37AxG6lEihXvL1j7FkModDjY26BCjKNgju+B7VX4ZrR4Tcn3SUUMKaUaG2gTCItQCtMLPRbEH5vko1+UJd0GDqR0G+rAo3s6gjWnPLWe/bG9Vhb/Z6Z1JcXMx5550HWA1QLFJjCbWFhUWTZLLWCzU0z/zWDCmXhhZuNqkr0aKONmCJRLRYMpnDkWxRF+XIjygjUAEh+SCQWEcdFWqn6fdWzcSvyoD8b1Sot+ry2mdWR9jYaLCqMbXrG6CX3ckx6TkA+HJqyUvb/R+T0QYob775Jhs2bGjh7P2DUCjE3XffzcCBA+nXrx+HH344CxYsaPM6zzzzDGPHjqVr16507dqVcePG8fzzz++GHe8+LKG2sLBIdn23waKGeOZ3dU0AwzAIBKT7+Lo7ZzBk1KCkc6Mxar8/blEDCUKtkp0Gk4aqTB6ukm+OvdS95Ri+Rnmyluj6ltbu8iUV5s/yP1WmUKeF5UPER8Z27qkqZWWt9I/rqoZhKCQmdGvmWoenZXNMWg4Agex6Fjh9bfp9tIchQ4Zw3HHHoes6Dz300G6/375OMBjk+OOP54UXXuCjjz5i/fr1XHHFFRx99NG89tprrV7nqquu4sorr+SWW25h27ZtbNu2jeuuu46LLrqIP/7xj7vxHXQuVh21hYUFqqpis9uIhCNtSiaDuEVdWxskGNRi4nfqtOObnRvN+vYnxKgBXBmyI5jToSCE4JYz5ZpbNkgrN1RfhmPzTxieOroc7GETSFE2rWLDH5J+b90ABD6z0qkAF1XmPR6sKaf7Zjtk5KCrGiBAt4EqT9Z1KdQHudKZJHLJ3arhzanmwt7xWd67kxtvvJEhQ4Zw1VVX7ZH77cvceOONzJ8/n2+++YaePXsCMHXqVN58801++9vfMnr0aPr06bPLNb777jseeeQR/va3v3HyySfHXj/zzDP54IMPmDlzJtOnT2fw4MG79b10BpZFbWFhAcQzv9vS6xsgP8GiDgTjyVhOp9rs3ESLOqzkgGlJdynpCkiLOhGHU4pn0N9Iz+5ujMoy6lbL3thKOO4iFyEptiK5uoqeRhro8fO0HPneDNXcZ0LfcFtDDragkynpeVQ0hEiryyP/hxyy0zp/LnUqJk+ezMyZM+nVq9ceud++yqZNm5g1axaDBw9m7NixScfOP/98fD4fN998c4vrzJs3D5DtWpsyatQoAJYvX97xDe8BLKG2sLAA4nHqtlrUublxi9rvl4LpcqooSvPWmNEYdVm5l8eer8JdMhGAwq7Sum4u1NKiDofCTD2tHy6Xiq/R7EYWTFg/ZLYdbSLUXZ12uqwejPBLYdbs8jzdrPUy9Pj9isv7UrR2ILV+hQqv7FQmPPWtniRm0Tm8+uqrRCIRxo8f3+zYuHHjABnLr66u3uU66enyoezrr79udqyxsREhBAcddFAn7Hj3Ywm1hYUFAENGDiI9I40+B7TNosvPS7Cozfh0VJCbEs36jv3cVVpM+UUysczhSP5IcjrjsfOjDu/C6y8fR4FLJq3p/vi5hvlQ0NSiLnAJVM2GrVYKb8Qu/6ubFrVQ4hd0VdMQCCr8BtU+eVzxNOzxXtxffvklJ598Mq+88soeve++wrvvvgtA3759mx3Ly8uje/fuhEIhFi5cuMt1pkyZgqqq3Hvvvc0s5zfffJPf/e53DBw4sPM2vhuxhNrCwgKA+1/4Gx+ueCvlGMxdkdidzB+QFnXUxd2UZgKuyUStnMJ8oLlQOxKmb4WCIdwuG/0D2zGCOsoGB2hSaNWqBnO9JntzSpFVvTJwHnb52T5gFShmID1hfmaxOdmrwg/Vfrmu4m/cxTvfPcybN4+3336b++67b7e2L93TNDQ0JH0Fg8GU5/3www8AlJSUpDyek5MDwJIlS3Z5v169enHnnXcSCAQ47rjjWLp0KQD/+Mc/GDNmDI8//nj73shewEoms7CwAOTM6ra6vSHenaymNsGiThGfhuYCLmxpnHXxGRR2KQLqcDZxfdtsKkIIDMMgGAiRmQ1aaSPBg98nc+jV2B0L0NOcqHV+6EWS6zvdJuurAVQzcdtTUBkXaYglkgEUuaWob/cb1ATkQja/py2/ik5hxowZ/O1vf+P7779nwYIFHH744Xt8Dzsjb5mGzam1fGICETNvoUePHkmv33bbbdx+++1JrwUCATwe+TuPCnJTsrNlyV9VVVXK44n83//9H4FAgLvuuotJkyZx0UUXcdBBB3H99de36T3sbSyhtrCw6BBRi9rv12K11C5X6o8Wt8tGl+I0Kqv8aJqBYcCF117C3Pe3AM1j1EIInC4HAX+QUFDGlxvrG6EhjENV0P0hFH8ITPe0SNDgDDtEl7P5Tfe1kmyhioQLis2csQq/Qa2ZqOYI7f7SrKYUFBRwwQUX8MQTTzBz5sx9Sqg7QmlpKVlZ8S5viWGNKIlx57S01A+N0SljgUAg5fGm3HHHHXg8HkpLS3nggQfo1asXI0eOZPjw4W3Z/l7Fcn1bWFh0iLQ0W8ylXb7NC4DbndqiVlXBEw9PYs6Lx9K1izlBq8JP0Jya0dT1DfGEslBQxpcb6z3NzzUMDF1Lsqgz7QKnarq+gy3bJMWmRV3hN2gIm/cO+3dxxe7jD3/4AwDvvPMOa9as2St76GyysrKSvlIJtcMRD3XszO0fMhMH8/JaHkUaCAS48MILufrqq5kzZw5/+MMf2Lx5M4cddhhfffVVO9/JnscSagsLiw6Tb9ZSl5dLod6ZRQ2QmekgJ9tJcVFUqH2EYkLdXOCjQh2NaXoapFA3K//StKRksq5ugdP8hGuNUBclCHVjRF7oiLTOautsBg4cyEknnQTAgw8+uFf2sDfIy8uLibXX6015Tl1dHSA9D7vCMAzOPPNMunTpQq9evRBC8MADD3DdddfR0NDAySefTH19fafuf3dhCbWFhUWHyTVrqcuiFvVOsr4TKS6SvuaKCj+hkFTYVBa100woCwWirm8p1M0S0/RkoV67JkJUy10ZA5tlhOds7YHhkYlzObVFMaFeU2+wSZcNWNxGuMX3sbu49tprAXj22WdbLEX6paCqaqwBSXl5ecpzduzYAaSuj07k1Vdf5Z133mHKlClJr//jH//gpJNOorKyklmzZnV803sAS6gtLCw6TH5u6y3qKFGh3r4jblE3TSaDuDs0GAxhGEZMqNPSmgzL0CJJYuytNmIxamF3YvfGR3kWbOhHel0eke+Pg5XDGPr1MfTMEKhNKrH2plAffvjhTJ06lZkzZ+40XvtL5LjjjgNgxYoVzY5VVVVRX19Peno6hx122C7Xic73LjJL/6IIIbjrrrsAWLRoUWdsebdjCbWFhUWH6VEiLdC6emn17qyOOpHi4niMelcWdbREKxQM4ff60czZ0unpTRqRNJk5bfOB06yvNhRwJAi1GjFF3p+F+u04FE8aDlUw+6jkNdPYe0IthGDOnDlceumluN17pjvavsBFF12EoigpB3BE48qnn356yhh3ItFY9tatW5sdGzBgAJAcE9+XsYTawsKiw0z5VS/UBHO0aWOTVCTGqIOtiFGHgmEa6mVds81uI82dbFEbeoTESZUiQsz1jQBbKH6+Go5/L3QImXrcPT3ZpM5Q2laKZNFxBgwYwCWXXMKyZcua1Uo/99xzuN1ubrvttthr8+fPZ9y4cTz88MNJ555yyikAKRvHRLuVnX766Z27+d2EJdQWFhYdpqjQzVGT4w0qXDvJ+k4kFqOu9O9SqGMx6mAw5vbOzM5o7l7XNOyNMlNYCRkIQDXHXxoK2AJxC0wkjLgUOpitwnE08X3X5Ixne22T4PYeJhgM8q9//YszzzzzF9UAZVfcd999HHzwwcyYMYOamhoMw+CRRx7hnXfe4fnnn0/qWjZz5kwWLVrELbfckrTGb37zG0499VSeffZZHnzwQcJh+TT2/fffc8kllzBt2jTOPPPMPfq+2osl1BYWFp3CWWf0j33fGou6sMCNEBAK6VRUyDIoZyrXt8MczBEIXaIhMgAALrFJREFUxYQ6KzszRZczDUc9ZK7XyF5tiqsed32nV+Xgqs+mYFXXpMuEBqFIagHcmjaBHXV7Vxx9Ph9XX301r732Gp988sle3cueIj09nfnz53PIIYcwevRoBgwYwCeffMLixYs544wzks4955xzyMzM5IILLkh6XVEUXnvtNe6//36ee+45ioqK6NmzJzNmzODGG2/khRde2OPtYduLJdTtQNM0brrpJoqLiykqKuKyyy5rdfG9hcUvld49MzliUjcAevXIaPF8u12JlXVt2y4bi6R2fUtLOBQMyWYnSIu6WXmWHkEAjsaEzqBatFWoAEUhv7Q3+esLSBxELXQIJoSimyaUOfdyW6jc3FymT58OSOtxfyEzM5MHH3yQDRs2sG7dOt56662UTUqmTZtGQ0MDjz76aLNjqqpy1VVX8cMPP1BbW8uWLVtYtGgRF1988c9GpMES6nZxzz330LdvX9577z0uueQSHn/8cf7617/u7W1ZWOx1brpuFE/NOoIRB7VuhnNebnJC0K6TycIJru/MZKvdiDRLJgPQwnFB1s3ThW4kZYcL3Yi5viEhrh392bH3P9D/8Ic/IITg/fffT5kNbfHLxhLqNmIYBkcffTSXXHIJo0aN4i9/+QsTJ06MNZK3sNifsdsV+vbJarW1kpOTLNSpyrOcZjJZbXUdLz/5GhCNUcfPNbQQhhZpdq23MQS6VGVDlaItdJI6mAkNgmGDO66+m+lTLuOQQrMdaVie5GxSBbY36Nu3L6eeeioADzzwwF7ejcWexhLqNiKEaDbMvKioiF//+td7aUcWFj9fmgq1PWULUamUT933LKuWrgagoDg/yfVtRAIYNduhvpLinPhDQl19MDZhy7Cba+tSnKMIHcIReOvF//HD1z9yXGAlfTYvJmutFP59Qagh3gDlxRdfjDX9sNg/sIS6g2zZsoXCwkIuvvjivb0VC4ufHbmtsKij5VlRDhjanwuvPi/JotYjAQiH0Ncv4/lr0zioj/xoq60PIrQmyWChcLLrW4OwBgh5jeL30O+nz7CF5Pou+953fQOMHz+ecePGEQwGf1YjGi06jiXU7aS+vp7HH3+cQw45hI8++qjFIeYWFhbNyclJFuGU5VlNhPqW+/5IQXF+UnmWEZF9wHXdQNMM0sw51JXV3matQ4WmN4lRm9+o0ezyIGEtLs6OfWTGoBCC6667juOOO47Jkyfv7e1Y7EH2kX+Ce58bb7yxRbGdPn16LPsyPT2d448/Hq/Xy5133slJJ53Epk2bYrNSLSwsWqa5RZ0qmSz5nKwcOSoxcea1rgVj32uaniDUPkRWskUsIjokGNlRoRaqAyMSJBQIETHk2gIdW8sl4XuMqVOnMnXq1L29DYs9jCXUJvfcc0+bzrfZbPTp04c//vGP9OvXj9NOO41PP/2Uk08+eTft0MLil0dTod5VZ7IoWbmZAE2SyeJCHY7opJnL1tQFEJnJ4q97q0Gkx35WDAMDgbA5MYKNBAJBIpq8xib0n1UZj8UvE8v13Qmccsop5OTktNh71sLCIpnmQr3zZLIoWTkphDoSF+pIOG5R13l0hJ4stEYweca0XZjZ4Db5QODz+IiYH422fbSFaFlZGTfffDMff/zx3t6KxR7AEupOQNM0HA4HY8aM2dtbsbD4WZGY9S0EqGqKMZcJFnV6Rho2m818PUGo9RCKeWk4YpBuLtsQciD0uJ9bRYdIKGl9RTGP2+RFngYPmun6tit7t33oznjggQe4++67ufvuu/f2Viz2AD9boX733XcZP348zz777C7PC4VC3H333QwcOJB+/fpx+OGHp5zK0lq8Xi/33nsvy5cvj7122223cccdd5Cfn9/udS0s9keys+IivLM21tGGJwBZuVmx75ManuiR2FCQSEQnzSW/94uspMQxOzpoyROxov3A1cxi1OxuNNZ7iOhSqG37qFBfeeWVqKrKJ598wrJly/b2dix2Mz87oZ4zZw7jxo3jxBNPjI082xnBYJDjjz+eF154gY8++oj169dzxRVXcPTRR/Paa6+16/6NjY28/PLLjB49msmTJ3PxxRdzyCGHMGPGjHatZ2GxP2OztfwRlGhRZycItSvJog4TNcbDYZ100/VtpHdJEuo0RcfQmljUZveTnCl3kH/eM+yos1GtyaEPdmXfHILRq1evWM9rq1Trl8/PLpls9OjRLFiwgGHDhrF27dpdnnvjjTcyf/58vvnmG3r27AnIrMk333yT3/72t4wePZo+ffq06f5dunRpNnrNwsJi92FPmBmclZ0Z+96ZGKPWIzGhjiQkkwFJQt0t086mJha1INlqXtX1dxjeBgRgV/dNixpkA5RXX32VN954Y29vxWI387MT6uh4s5EjR+5SqDdt2sSsWbMYPHhws05i559/Pq+88go333wzs2fP3q37jRIMBgkG4wkvDQ0NAITD4dj4NQuLRKL/Ln7p/z4URaCbceRU71VNsLozsjNi56iJ1q4eQZhJYf5ACIctQakT8sGK0hTK7Qp6g0EkQyCCkViL0UREurTcbYq+z/7+R44cyYQJE6weDvsBPzuhjuJyuXZ5/NVXXyUSiTB+/Phmx8aNGwfAm2++SXV19R6JLf/973/njjvuaPb6/PnzSUtL2+33t/j58tFHH+3tLexW7HYIBqWreu7cuc2Ob1i5OfZ9fWNt0jmqCpomMPQwkXAQcLJgwUIysh1gHAZCJFnU3u0b6d47n7JKAxHWUVeuJZiXB87Uf4Pehhrmzv22c97obuCwww6zhHo/4Gcr1C3VNr777rsASQPGo+Tl5dG9e3fKyspYuHDhHunTffPNN8d69YK0qHv06MHkyZOtJDSLlITDYT766COOOeYY7PZ9pOH0buDVNz9lhzmP+oQTTmh2fGnBMp6/bw4AQ4cPTTrn3y99jMcTxtAjOJ12AmEYO/YQfP4Ixtf1iMycJKEeO6gPNUKn/HsdV62B5vGj5O+8o0lRQXbKPe0rHHfccfz3v/9l1apVe3srnU4oFOL+++/nmWeeIRKJUFJSwl133cWkSZNafX337t2pqqra5XkVFRUUFhZ2xpZ3Gz9boW6J6DSrkpKSlMdzcnIoKytjyZIle0SonU5nyjpru93+i/4Qtug4v/R/I2lp8Y+hVO8zLT1u7ebkZSed43apeDxhcxa1dH0bhoKuCQxPbTOh7pJuw+eIEBufpWtEgiFI7qkSw2kX+/Tv3m6389lnn1FUVLS3t9KpBINBfvWrX7Fjxw4++ugjevbsyWuvvcbRRx/NSy+91KrubG+++WaLIj1u3Lh9XqThZ5j13RoCgQAej5xbm5OTk/KcaKvPlv5HWlhY7F769911293EzmSJ5VkAkyZ2I80RIuKr4P/bu/Popqq1f+DfJJ3TtLUTQykCpQy9DFWgBV4ZBfviAHgZagWkgvTCrVCuCizh5y3Ki+JQqWALIpehiFdgYVFmsBRRhoJcq4BMMkivQO2cTmkzPL8/Yg4JSTqEjO3zWStrtefss88T2M2Tvc8+++iSr0qlQXWNCpo/CkDKeqCyQigf6i2Cu+TeaBypVVDWKMyfW+Kcs771icUt72NcNxF448aNBhOBJ06ciMTERNy4caPROtavX4+UlBT89NNPuHv3LoqKioTX7du3IZPJXGY51pb3PwygpKRE+Nnc9V9d41YozP+RMsZsb05SLzw+PAzvLR9kcr9+ovYPMEzUf0/qhVGPFAHqeoC0s8aUSg3k8npAWQ/1z8dBt34Vyod4A+7644hqFdR6kzyNzt1ixxydV2MTgWtqavD66683WMeNGzcwcuRIpKeno0+fPmjTpg2Cg4OFV35+PiorK10mUbfIZujhob+IgulvxPX12nspAwMD7RITY8w0fz8PLF7Yz+x+/fuodcuH6vPy+XNiKWl71EqlBpWV9cI20utxhniJ4K53SVpTVwmJ0rhOHTcnvY+6JbPGROD27dtj0aJFZs+xY8cOxMbGCr11Z9cie9SBgYFCsq6urjZZpry8HAAQHBxsr7AYYxbQX5lM5u9rtN/bWzv3gzTaHrVKpYG86t4tVeLKGuFnT4kIGv27umrLQfXme9TH8yrw8/kSs/uZ9TVlInB9fX2Ds909PT3NXhJQKpX46quvMHnyZOsEbActMlFLJBJERUUBAG7fvm2yTGFhIQAgOjraXmExxiygP0Lm7WN8W6aXjzcA7aIngPbpWXL5vdXHJPJaSPf+gG2PayeFKfXuq6a6SkCp94jM//4Kqrp3TbtGXiMsTcoejFwuN3jVmbnk0JSJwAAsXngqJycHZWVlwspurqBFDn0D2tsW8vPzceHCBaN9xcXFqKiogFQqxZAhQ+waV0ZGBjIyMqBWO+dTeRhzNl56y4yFtjee3ezlrU3eGrU2UatUGlRWanvU9eXX4BEQAbc7pYjw1455K1X3utRqRSnc9RI1RCKQWgVdaqZ6Bdq15XUOdFT/+RZwb96/h0qpHdEIDw832J6amoqlS5cabLPHRGBXG/YGWnCinjlzJt5//32TD+DQrRE+YcIEuz+aMjk5GcnJyZDL5UKDY4yZJ5FIcOjCLmjUGpM9am+pdpvQo1YSKqu0Peq6u//BsBE9MGxkL6G8Su87suLuDyBSQ9ZvJABAJBIbrlRWpzB6FCezTEFBAfz87k0GNPXZa+uJwCqVCrt27cKSJUuafawjuezQt0ql/aM01zONjIxEUlISzp07ZzREsnnzZnh7eyM1NdXWYTLGrCCkbTDahJm+V1jXo1artL1old7Qt0ZVi6dGBWH04/d6c/pD35q6CtTeOir8TlXl2uXOdFT1jS6uxJrGz8/P4GUqUdt6IrBu2NtVZnvruGSirq2txc8//wwAOHXqlNlyH3zwAfr164fZs2ejtLQURITVq1dj9+7dyMrKMjlZgTHmWnSTydR/fnkvKVWgvFz7YU6qWkh9DXtm0V3+TMR6iaA46wVUHlkNkpdCJGmxA41Oz9YTgXXD3vcPwzs7l0vUzz33HIKDg4VnsK5fvx5BQUFYu3atUVmpVIrc3FwMHDgQ/fv3R2RkJHJycnDmzBmXmkjAGDPP+8/JZGqVNjnv3HUdSpV2+JpUCvj6Gc4UH/oXCVITPDGobquwTVNZiPqbedpf3O6tRObGE8nsypYTgXXD3q4021vH5b46NvdpVzKZDOnp6UhPT7dNQIwxh9JNNlMrlbg/rZK6zihRi0QiDO7phlNehk/F0qi1641rbl2BJLIvNHdu4tkn29ksbmaarSYCHzlyBKWlpS7ZSXO5HjVjjOnTXaNWKU3f7uMrMz0pSX8hFQCgP2cnU0UxVPnHUHHkPTwzJsyKkbKmmDlzJsRisdUnAu/YsQMDBw50uWFvgBM1Y8zF6Ya+VfXGz40Wi8XwlnqbPM7T674PetIIM8ehUkJZfh0e7uafrMVso7kTgXNzcxEbG4tVq1aZrVM37O1qk8h0OFEzxlya15+TycSe9253lPpIoLhzBlKZj9lZ24EhDxltI1Wt/m+QuHGidoTmTAROS0vD6dOnG7zlKjc3FyUlJS457A1womaMuThPXaJ2lwrbli3siJpbuUbXp/W17dDGaJtGWWvwu1jCH5GO0JyJwAkJCZDJZJg+fbrZ+lx52Btwwclkro5XJmPMuiQSCTy9PFD73+8Q0K4L/vZSL/xx9zoAILSd+WcNtw0zTtSGPWpt3cwxmjoReMqUKZgyZUqDZdatW2fFyOyPvy7aWXJyMn755RecOXPG0aEw1mJ4eXtBVXUbK/8vCk/978O4c+sOAKB9x7Zmj2lnokfNiZo5I07UjDGXp1tatE6hnfl9+9ZdAED7cPOJ2tQkM41RouaPSOZ43AoZYy5Pd4uWovbPRF2gTdTtGkjUpjwkuQlS10FRmA+Ar1Ez58CtkDHm8rz+7FHX1mh7xHf+TNTtOzZtwRKxWIzvbhxERNcQlJ1djZqbhwCAZ30zp8CJmjHm8nRD34qaOhARbuuuUTfSox751FAAwOSZf4WvnxRubm4A3Xt6Fl+jZs6AZ30zxlzevaFvBSrK5Kip1vasTd2CpW9Z5v/D09/+gEEjYwEAbh731vkWi8X85CzmFLhHzRhzebpFT/6ZvBzf7v8eABDcJsh49bH7+Pj6YMRTQ4Xj3d3u9V34+jRzFtwSGWMuT7eMqEajwdJ57wDQPsO6udw87iVqnvHNnAW3RMaYy7v56y2jbTJ/86uSmePmrp+o+fo0cw6cqBljLm/k08OMtjW0fKg5bgZD35yomXPgRG1nGRkZiIqKwoABAxwdCmMtxvN/m4QXXk4w2OYrk5opbZ673tC3G9+axZwEJ2o74yVEGbM+bx8vjHpmuME2X7/mJ2o3nkzGnBC3RMZYi3D/ULclQ9/u992exZgz4JbIGGsR7u9BS2U+za5DfzIZD307Vn19PVasWIHu3bsjIiICw4YNw7Fjxx6ozrKyMnz44YcYP348kpKSsHTpUiiVSitFbDu84AljrEWwSo/anSeTOYO6ujqMGTMGhYWFOHz4MDp27IgdO3Zg1KhR2Lp1KyZNmtTsOj///HPMnz8fSUlJ+Oyzz+Dr2/z24SicqBljLYKXtyfc3CRQqbTPevd9wB4130ftOIsWLUJubi7y8vLQsWNHAMCkSZOQnZ2NxMRE9O/fH507d25yfYsXL8bKlSuxa9cuxMXF2Spsm+GWyBhrEUQikUEv+kFvz+L7qB3j5s2bwt0xMTExBvumTZuGmpoavP76602ub8WKFXjnnXewZcsWl0zSACdqxlgLon+dWvqAt2fxrG/H2LZtG1QqFQYPHmy0LzZWuyZ7dnY2SkpKGq3r4MGDWLx4MeLj4zFx4kSrx2ov3BIZYy2GQY/agkRtMPTNk8kcYu/evQCALl26GO0LDAxEWFgY6uvrcfz48QbrUSqVSElJAREhNTXVJrHaCydqxliLod+jllk0meze7Vk89G1dcrnc4FVXV2ey3I8//ggA6NChg8n9AQEBAID8/PwGz7d9+3ZcvnwZMTExuHr1KhISEvDoo4/i4YcfxpQpU3D9+nWL34u98WQyxliL4Su7l5wtGfrW71HzfdTGys6mQyJqXtpQkwoAEB4ebrA9NTUVS5cuNdimUChQVVUF4F5Cvp+/vz8AoLi4uMHz7tixAwBQVFSEqqoqbNiwARKJBB999BEWLlyIgwcP4tixY4iKimrW+3EETtSMsRZD16MWiUTw8fVu9vEGk8l46NuqCgoK4OfnJ/zu6Wn8CFL9684+PqZn7eu+QCkUigbP9+233wKAcN+0zoIFC/DTTz9h69atSExMxOnTp5v8HhyFvzLaGa/1zZjt6K5RS2VSiESiZh/vzo+5tBk/Pz+Dl6lE7eHhIfxMRCbrqa+vB6C9Xm1OdXU1ysvLAQBhYWFG+//+978DAM6cOYMLFy40+T04CrdEO+O1vhmzHV2P2pJ1vgHDJUS5R21/gYGBQrKurq42WUaXgIODzT9vXC6XCz/r9+J1Bg8eLAytX7x40cJo7YcTNWOsxZDpErUF16cBICDQX/hZIuZEbW8SiUS4Znz79m2TZQoLCwEA0dHRZusJDg4WRlT0k7Y+3WQ1jUZjabh2w4maMdZi6Ia+Le1RB4UG3ful+SPnzAp0i5KYGpIuLi5GRUUFpFIphgwZYrYOd3d39OnTx2w9AODl5QUA6Nat24OGbHOcqBljLUb33t0gEonQs293i44PDAkQfq6sqLRSVKw5Zs6cCbFYbPIBHCdPngQATJgwweQ1bn3PPfccAGDfvn0m99+8eRMRERHo27fvA0Zse5yoGWMtxl8e6YGcy7ux4O0Ui47Xn/VdVlxupahYc0RGRiIpKQnnzp0zuld68+bN8Pb2NljAJDc3F7GxsVi1apVB2blz56JDhw7Izs7Gr7/+arBvz549KC4uxvLlyy2adGhvnKgZYy3KQ0EBVvnwLeVE7TAffPAB+vXrh9mzZ6O0tBREhNWrV2P37t3IysoyWLUsLS0Np0+fxpIlSwzqkEql2L17N7y9vTFhwgTcunULgHYofO7cuXjttdcQHx9v1/dlKb6PmjHGTKivq3d0CK2WVCpFbm4u3njjDfTv3x9isRi9evXCmTNnhGvPOgkJCTh27BheeOEFo3qio6Nx6tQpLF68GH379kVoaCiCg4OxYsUKl0nSACAiczerMZuSy+Xw9/dHcXExgoKCGj+AtTpKpRL79u3Dk08+abC0JbOtR4IeE37+seR7B0bSNCUlJQgODkZFRYXJW5GsQfd51fuhWItWJjtXlmfT+Fo6HvpmjDE9nl4ejRdizI44UTPGmJ7kJUkAgKfj/9fBkTCmxdeoGWNMz5TZk9H/fx5B16gIR4fCGABO1IwxZkAsFlt8HzZjtsBD34wxxpgT4x61g+gm21dWVvKMXmaSUqlETU0N5HI5txFmVmWldgU1voGn5eJEbWcZGRnIyMhAXV0dAKBz584Ojogx1hKUlJTA39+/8YLM5fB91A5SXl6Ohx56CLdu3XLqP64BAwbY9JGc1qjf0jqac1xTyjZWpqH9pvbJ5XKEh4ejoKDAqe8/tXUbsdY5LKnD2dsIAFRUVKBjx44oKysTHt1obXwftWNxj9pBxGLt9AB/f3+nbrwSicSm8VmjfkvraM5xTSnbWJmG9je0z8/Pr1W3EWudw5I6XKWNAPc+U1jLw/+zrEHJyclOX7+ldTTnuKaUbaxMQ/tt/e9sS/aI3VHthNsIcwY89O0guqEkHg5i5nAbYU1hj3bCQ9+OxT1qB/H09ERqamqjz1RlrRe3EdYU3E5aPu5RM8YYaxD3qB2Le9SMMcaYE+NE7YKqq6uRkpKC9u3bIzQ0FFOnTkVhYaGjw2JOiIiQnZ2Nvn374ubNm44OhzlYfn4+4uPjMW/ePEydOhW3b992dEhm1dfXY8WKFejevTsiIiIwbNgwHDt2zKK6UlJSIBKJjF5r1qyxctS2wbdnuaCXX34Zvr6+WLlyJU6cOIGPP/4Yv/zyC/Ly8ngFK2Zg586dyMrKws8//+zoUJiDXbt2DU8++SSOHz+Ozp0745tvvsHo0aNx9uxZeHl5OTo8A3V1dRgzZgwKCwtx+PBhdOzYETt27MCoUaOwdetWTJo0qcl1FRcXY/369Ubbg4KCMH36dGuGbTOcqF1MUVERevXqhVdffRUAEB8fD5lMhuXLl+P48eMYPny4YwNkTmXixInw9fXF7t27HR0Kc7DFixdj8ODBwmqIo0aNQk1NDTIyMoTPE2exaNEi5ObmIi8vDx07dgQATJo0CdnZ2UhMTET//v2bvKpjeno6Zs+ejVmzZhls9/X1hY+Pj9VjtwUe+nYxYrEYL7/8ssG2iRMnAtB+c2Tsfs7WW2L2V1NTg6+++goxMTEG22NjY7FlyxYHRWXazZs3kZGRgaioKKN4p02bhpqaGrz++utNqquyshKbNm3C4sWL0aNHD4NXhw4dbBG+TXCidjFBQUFGt2GoVCqIxWIMGjTIQVExxpzZ2bNnUVdXh5CQEIPt7dq1w/nz54VnDziDbdu2QaVSYfDgwUb7YmNjAQDZ2dkoKSlptK7MzEz4+fnh0KFDLj2PhxN1C7B//37MmDEDYWFhjg6FMeaEdEkqKCjIYLtMJoNarUZpaakjwjJp7969AIAuXboY7QsMDERYWBjq6+tx/PjxButRKBRIT0/HxYsX8fzzzyMsLAzPPvssLl++bJO4bYmvUTuJRYsWNdrwZsyYgRkzZhhsKysrw86dO3H48GFbhsechKXthDEARtdk1Wo1ADR5Eqqa1M0+p+4YuVxusN3T09PkIi0//vgjAJgdmg4ICMDvv/+O/Px8jB071ux5T5w4gfDwcHh6euK3336DWq3Grl27cODAAWzYsAEJCQnNfi+OwonaSbz77rsWHTd//nysXbvWaEiLtUyWthPWuulG28rKygy2y+VySCQSBAYGNni8h4cH2rZti1/u/mDR+X19fREeHm6wLTU1FUuXLjXYplAoUFVVBQBmnwSme9pgY3NyRo4cidOnTwMACgoK8Omnn+L999+HQqHAtGnTEBwcjNGjR1vwbuyPE7ULe++99zB27FgMHDjQ0aEwxpxYz5494enpiTt37hhs/+9//4uYmJhGn7zl5eWFGzduoL6+3qLzExFEIpHBNlO9af3rzuZmZOtiVSgUTT5/eHg43nrrLSQkJGDEiBEoLCxEcnIyLl++bBSXM+JE7aLWr1+PoKAgTJgwQdhWVFSEoKAgftwdY8xAQEAAxo8fj2PHjmHevHnC9h9//BHz589vUh1eXl42v4PAw8ND+Nnc6ta6LwuNjQKY0rNnT+zbtw8DBgzA1atXcfbsWfTv39+yYO2IP9EttHfvXgwePBibNm1qsJw1V9fR+de//oX9+/cjLCwMBw4cwP79+5GVlYX58+dzknYyjmwnOkqlEoD27gDmGmzRbt544w189913Qq91//79kEqlmDNnjrXDt1hgYKCQrKurq02WKS8vBwAEBwdbdI5HH31UuD597do1i+qwO2LNsm3bNoqJiSEABIA2btxotqxCoaARI0ZQVFQU/fbbb0REtH37dnJ3d6ft27dbdP4NGzaQSCQSzq//SktLs6hOZn2Obic6R44cofHjxxMASkpKoh9++OGB6mO2Zet2k5OTQ5MnT6bXXnuNZsyYQXfu3LHF23gg0dHRBIAyMzNN7vf39ycAdPjwYYvPsXHjRgJAe/bssbgOe+JE3UzXrl0jhUJBkZGRjf4hpaSkEADKy8sz2J6QkEA+Pj50/fp1G0fLHIXbCbMEtxuiRYsWEQBKTk422ldUVEQASCqVkkKhsPgcBw4cIIlEQoWFhQ8Sqt3wOGkzdenSBZ6ennjkkUcaLGfN1XWY6+F2wizB7QaYOXMmxGKxySH8kydPAgAmTJjwQM/fPn/+POLj4xEaGmpxHfbEidpCjU2qsObqOsx1cTthlmjN7SYyMhJJSUk4d+4c8vPzDfZt3rwZ3t7eSE1NFbbl5uYiNjYWq1atMihbU1OD2tpao/orKiqwa9cupKWl2SR+W+BEbaHGpvRba3Ud5tq4nTBLtPZ288EHH6Bfv36YPXs2SktLQURYvXo1du/ejaysLIP3nZaWhtOnT2PJkiXCNrVajQ4dOqBdu3ZYs2aNMKHywoULePXVV7F582a0bdvW7u/LUpyobaQpq+sAMPrGyFoXbifMEi293UilUuTm5mLgwIHo378/IiMjkZOTgzNnzggPIdJJSEiATCYzeGSlRCLBsmXLEBISgn/84x+IiIjA1KlTkZeXh7Vr15r8guPM+D5qG7Dm6jqs5eJ2wizRWtqNTCZDeno60tPTGyw3ZcoUTJkyxWh7cnIykpOTbRSdfXGP2gZstboOa1m4nTBLcLtpfThR24CtV9dhLQO3E2YJbjetDydqG7DH6jrM9XE7YZbgdtP6cKK2AYlEgqioKADA7du3TZbRPR82OjraXmExJ8PthFmC203rw4naRuLi4gBobwe4X3FxMSoqKiCVSjFkyBB7h8acCLcTZgluN60LJ2obscfqOsz1cTthluB207pworaQ7klEarXa5P7mrq7DWiZuJ8wS3G6YAccuNe6aampqqHfv3gSAXnrpJbPlqqqqqF+/fhQbG0slJSWk0Who1apV5OHhQTt27LBjxMwRuJ0wS3C7YffjRN1M8fHx5OPjY/B4ycDAQFqzZo3J8nK5nFJSUqhz584UERFB48aNo59++snOUTN743bCLMHthpkiIjJzIx5jjDHGHI6vUTPGGGNOjBM1Y4wx5sQ4UTPGGGNOjBM1Y4wx5sQ4UTPGGGNOjBM1Y4wx5sQ4UTPGGGNOjBM1Y4wx5sQ4UTPGGGNOjBM1Y4wx5sQ4UTPGGGNOjBM1Y4wx5sQ4UTOb27t3L1JSUiCTySASiSASiRAQEGDw8vDwEPYNGzbM0SGz+xw9ehQikQh+fn7o2rWr8Lp69SoyMzMREhIi/P/pXkFBQXjzzTeFOjZt2oQ2bdoYlQsICMCiRYuaHdOkSZOEOMLCwiASiZCYmGjFd82Yk3D047tY6/HJJ58Ij+5TKpVG+y9dukRxcXHUr18/B0THGpKbm0sAaPr06Sb3azQaSk1NFf5/FyxYQBqNxmRZ/XaQmJhosi1YOz7GXBn3qJnddOnSpcH93bt3x44dOyCVSu0UEbMWkUiE+Ph44fepU6dCJBKZLKtfLj4+Hm5ubjaPjzFXxoma2U1TPpBlMhkWLlxoh2iYtXl7ews/+/j4mC2n/0XMy8vLpjEx1hJwomZO56mnnnJ0CIwx5jQ4UTOnMWvWLKNtly5dwqxZs9CjRw8AwKpVqxAUFIShQ4eiurpaKHfy5Ek888wz6NmzJ6RSKWJjY7F7926T51GpVPj4448xaNAgdO/eHeHh4ZgxYwY+/fRThIWFAQB+++03hIaGChOehg8fLhyflZUFqVQq7Nu0aZPROX755RckJCSgV69e8PX1RZ8+fbBhwwaDMkSEL7/8EtHR0UIdq1evRqdOneDv74/Zs2dDqVSafA85OTmIi4tDZGQk2rZti6FDh+LQoUPC/gEDBhhM2PLx8cGWLVuE/fn5+fDz82vwPThCYmIiRCIR2rZtazBpLSIiQoj16aefdnSYjNmXoy+Ss9ZDN+EHJiaTZWVl0fDhww22zZo1i7y9vQkAPfzww7R161by9/cX6vjmm2+IiGjjxo3Us2dPunDhAhERnT9/nh5++GESiUS0ceNGgzrLysroscceo8mTJ1NxcTEREd25c4cef/xxoV59ixcvJgA0bNgwg+01NTXUq1cvAmB0jgMHDlCnTp3ou+++IyKigoICio6OJgC0dOlSIiI6c+YMjR49Wjjnxo0badasWSSVSqlNmzbC9jfffNPo3/Htt9+msLAwysvLIyKioqIiCg8PJwC0adMmIiJSKBQ0adIkoR7dv42+c+fOEQDavn270b77NWWy1o0bN4TzXb161Ww5pVIplMvNzTXYN336dPrss8+Mjvnoo48IAMlkMrp+/bpF8THmqjhRM7vRT9Tdu3cXXg899JDJZEhEdPDgQQJAwcHBNGfOHFKpVJSZmUkzZ86k2tpaunjxInl4eNCpU6cMjtu+fbvwwV5eXi5sf/rpp6lfv36kUqkMyl+5csVkos7JyTEb29SpU40SdXFxMQUGBtIXX3xhUPb06dMEgMRiMV29epXq6uqIiGjQoEEEgGJjYyktLY1qa2uJiOif//yn8O+kb8+ePQSA/v3vfxts/9vf/kYAqHfv3gaxBAQEEADhS4O+nTt3GpRviL0SdXJystH/zcWLF4UvbPd/KWpOfIy5Kh76Zg5x/vx5XLp0CZcuXUJJSQlWrlxpspxupnhtbS3efPNNSCQSzJkzB+vXr4eXlxdWr16N0NBQxMbGGhzXp08fAEBlZaUwJJyTk4M9e/Zgzpw5kEgkJs9zP7HY/J/I/XUAwIYNG1BZWYlx48aZjEej0SA7OxseHh4AgE6dOgEAJk6ciFdeeUWYXPXSSy8BAG7dumVQT2pqKmQymcHMaQBITk5GXFwcXnzxRWFbUFAQkpOTAQBr1641ivWzzz7DjBkzzL6/BxEXF4cePXqYfPXq1cvscfPmzTP4d1WpVJg2bRpqa2sxYcIEvk+atUp8XwRzOJFIhJSUFJw6dcpon26meHBwMEJCQoz2HzlyBCUlJcI1bB2NRoOgoCAAwN27dwEAX3zxBQDg0UcfNarHVNK1xJEjR0BEiI6ONtqni+ePP/4Qtrm7uwPQvj997dq1A6D9gqLzxx9/4OzZs4iOjja69al37944cOCA0TnnzZuHtLQ0bNu2DW+//TY6duwo1HXo0CGsW7fOgnfZuIMHD6Jr164m96lUKuF9369bt24Gv7/11lv44Ycf0K5dO3zyySdWj5MxV8CJmjkFkUiEzp07N/u4W7duoXfv3sjLy2u0bH5+PgDAz8+v2edpTjyBgYG4dOlSk8qbu9fY1K1sN2/eBACo1eomxxMaGooXXngB69atw8qVK4WRi6ysLIwZM8boC4IzOX36NN5++21hspvuiw5jrQ0PfTOn8c477zT7GJVKhV9//RVE1GjZ8vJyANrhcFtRqVQoKioSzmVNGo0GAHDjxo0mvV+dV199FWKxGOvXr0dZWRkAYOPGjTYb9raGmpoaTJs2DWq1GnPnzsUTTzzh6JAYcxhO1MyltWvXDqWlpTh8+LDJ/bW1tUJvW9eTPnv2bJPrN9fjbSgeIsL27dtN7iciHD16tFl16nTo0AEAUFVVhX379pks89VXX6GkpMRgW7du3TB27FhUVVUhMzMTJ0+ehFwuR1xcnEVx2MOCBQtw5coVREVF4d1333V0OIw5FCdq5hDN6RE2ZOjQoQCAuXPnGiUoAHj33XeFoeJHHnkEAJCZmWk0fGxuOFm32lZpaanRvoqKCgBAfX29UTxLlizB9evXjY7ZvHkzbt++3fCbMqNDhw6IiIgAACxfvtwoZrlcjnXr1pkcIl6wYAEA7X3aGRkZmD59eoMT5Rzp4MGDyMzMhIeHB7Zu3Wq0etk333zjoMgYcwzn/EtlLVJNTY3wc1VVVZOO0Q336h+rb968eRCLxbhy5QpiYmLw+eefo6CgABcuXMCiRYuwf/9+DBw4EACEGdH/+c9/8Pzzz6O4uBiANuHOmzfPZP26WdkXLlzAt99+C0CbtGfPno3z588DgMH16KSkJEilUhQXF2PQoEFYu3Ytbty4gStXruC9997DO++8g7FjxwrlFQoFAO2QuTn6i5688sorALQLvMTHx+PatWuoq6vD999/j5EjR+LZZ581WcfgwYMxePBgFBYW4vPPPzeYHW4t+hPf9H9uqJzu/euUlpYKQ/LLli0zmpSnP0LCWKvhyHvDWOuhVqtp5syZwv2zH330UZOOW79+vXDMnj17TJZJS0sTyui/AgIC6PLlywZl582bJ+x3d3enzp07U3BwMJ04ccLkfdRERI899hgBIJFIROHh4eTp6Unr1q2j6dOnC9vHjRtHf/zxBxERbdu2jdzc3Izi8fT0pGPHjgn11tbWUrdu3QgAvfjiiwbnPHv2rHBcTk6OsF2j0dDEiRNNvt/4+HizT6wiIsrOziYARgvLNEVT7lNetmyZEMvSpUvNxvLpp58K5WbMmGGw+M3kyZOF+9bVarXBcRqNhpYtW0apqakWxceYq+JEzWxu4cKF5OfnZ5RYQkJCzC5gQUQUExNjdMyIESNMlt27dy8NGTKEfHx8yN/fn/7617/SpUuXjMppNBr68MMPqVOnTuTt7U2jR4+m8+fPExGZTdQFBQU0evRo8vb2pr/85S+0c+dOIiJKTEykJ554go4ePWp0zIkTJyguLo5kMhlJpVIaPXq0sJIYEdH+/ftJJpMZvLfQ0FA6d+4cPfPMM+Tu7i5sl0gkBolcpVJRWloadevWjTw8PKhbt260cuVKo8Rm6r23b9+etmzZ0mA5UxpKhBkZGRQYGGj0fxUYGCisxEakXUEuJCTEqJy/vz8tXLiQDhw4YPBvERERIbw6d+4stCFO1Ky1ERFZ6WIhYy5ON3Gspf5JFBQUoG/fvvj9998NnnTVFEePHsWIESMwffp0p1kXXJ+zx8fYg+Br1Iy1Ehs2bEB8fHyzkzRjzLF4wRPGWoHq6mqsWbPG7G1djDHnxYmaMQB1dXXCzyqVyuTKYK6ktrYWzz33HKqrq/Hss8/i66+/RkxMjMnlUxljzs21P40YsxL9RUiOHz+OYcOGOS4YK7hw4QK+/vprANqHkYSFheHkyZMOjooxZgm+Rs1avSeeeAJPPvmk8PvIkSMxZswYB0b04KKjozF+/HjIZDKMGzcO33//PcLDwx+43i+//BJdu3YVXlevXrVCtJaZNGmSEMeUKVMcFgdjtsazvhljjDEnxj1qxhhjzIlxomaMMcacGCdqxhhjzIlxomaMMcacGCdqxhhjzIlxomaMMcacGCdqxhhjzIlxomaMMcac2P8HXcRLrBeNXHMAAAAASUVORK5CYII=",
+ "image/png": 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",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -3771,7 +3772,7 @@
"\n",
"\n",
"# Set up figure\n",
- "fig, ax = plt.subplots(1, 1, figsize=(5, 5))\n",
+ "fig, ax = plt.subplots(1, 1, figsize=(6, 5))\n",
"fig.subplots_adjust(left=0.2, right=0.75, top=0.95, bottom=0.1)\n",
"\n",
"# Plot spectra by color\n",
@@ -3806,7 +3807,7 @@
},
{
"cell_type": "code",
- "execution_count": 56,
+ "execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
@@ -3824,7 +3825,7 @@
},
{
"cell_type": "code",
- "execution_count": 57,
+ "execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
@@ -3845,7 +3846,7 @@
},
{
"cell_type": "code",
- "execution_count": 58,
+ "execution_count": 26,
"metadata": {},
"outputs": [],
"source": [
@@ -3888,7 +3889,7 @@
},
{
"cell_type": "code",
- "execution_count": 59,
+ "execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
@@ -3915,22 +3916,22 @@
},
{
"cell_type": "code",
- "execution_count": 60,
+ "execution_count": 28,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- ""
+ ""
]
},
- "execution_count": 60,
+ "execution_count": 28,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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",
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",
"text/plain": [
""
]
@@ -3956,7 +3957,7 @@
},
{
"cell_type": "code",
- "execution_count": 61,
+ "execution_count": 29,
"metadata": {},
"outputs": [
{
@@ -3965,13 +3966,13 @@
"Text(0.5, 1.0, 'TI Difference')"
]
},
- "execution_count": 61,
+ "execution_count": 29,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -4018,14 +4019,14 @@
},
{
"cell_type": "code",
- "execution_count": 62,
+ "execution_count": 30,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
- "c:\\Users\\mcve343\\anaconda3\\envs\\work\\Lib\\site-packages\\mhkit\\dolfyn\\adp\\turbulence.py:407: UserWarning: The beam-variance algorithms assume the instrument's (XYZ) coordinate system is aligned with the principal flow directions.\n",
+ "C:\\Users\\mcve343\\MHKiT-Python\\mhkit\\dolfyn\\adp\\turbulence.py:422: UserWarning: The beam-variance algorithms assume the instrument's (XYZ) coordinate system is aligned with the principal flow directions.\n",
" warnings.warn(\n"
]
}
@@ -4065,14 +4066,14 @@
},
{
"cell_type": "code",
- "execution_count": 63,
+ "execution_count": 31,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
- "c:\\Users\\mcve343\\anaconda3\\envs\\work\\Lib\\site-packages\\mhkit\\dolfyn\\rotate\\api.py:72: UserWarning: You are attempting to rotate into the 'principal' coordinate system, but the dataset is in the inst coordinate system. Be sure that 'principal_heading' is defined based on the earth coordinate system.\n",
+ "C:\\Users\\mcve343\\MHKiT-Python\\mhkit\\dolfyn\\rotate\\api.py:72: UserWarning: You are attempting to rotate into the 'principal' coordinate system, but the dataset is in the inst coordinate system. Be sure that 'principal_heading' is defined based on the earth coordinate system.\n",
" warnings.warn(\n"
]
}
@@ -4104,7 +4105,7 @@
},
{
"cell_type": "code",
- "execution_count": 64,
+ "execution_count": 32,
"metadata": {},
"outputs": [
{
@@ -4113,13 +4114,13 @@
"Text(0.5, 1.0, 'TKE Balance')"
]
},
- "execution_count": 64,
+ "execution_count": 32,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -4129,7 +4130,7 @@
},
{
"data": {
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CRJSfMDEkeiEqKsroD7l2mTNnjl69R48eZVtv7dq1Uvn79+9nWx6AWL16tfj66691kqGcLNu3bzdpv/fu3StGjBghKlasmGV7dnZ2olChQiIwMFC0bdtWfPPNN+LZs2dG212yZImoVKmScHZ2FnXq1BGbNm0SQgiRmJgoGjRoILy8vMTo0aNFamqqEEKI0NBQo7G1yWFUVJQYMGCAKFasmPD09BQ9evQQt2/fFkIIsWfPHlGkSBFRuXJlsWPHDiGEED169DDYXpEiRYQQQpQuXdrg9sy33IuJiRFjxowR5cqVE46OjsLPz08MHz5cPHz4MMvXdvPmzeK1114THh4ewsXFRdSpU0csWLCASSER5VsKIcy4eImIiIiIChxeY0hEREREAJgYEhEREdELTAyJiIiICAATQyIiIiJ6gYkhEREREQFgYkhEREREL9hnX4TUajXCw8Ph7u4OhUKR190hIqJ8TAiBuLg4+Pr6QqnMveMvycnJ0m0i5XB0dISzs7MFekQFARNDE4SHh8Pf3z+vu0FERDbk/v378PPzy5W2k5OTUcSlEBKR/S0ys+Pj44Pbt28zOSQATAxN4u7uDkDzR+7h4ZHHvSEiovwsNjYW/v7+0m9HbkhNTUUiVOiDUnCUcVVYKtRY/fghUlNTmRgSACaGJtGePvbw8GBiSEREJrHGpUcuUMJRYX5iaMd7n1EmTAyJiIhslJ1CATsZCagdFJo7hBO9wMSQiIjIRikVgJ2MA5NKgIkh6eB0NUREREQEgEcMiYiIbJZFTiUTZcDEkIiIyEbZyTyVbGe5rlABwVPJRERERASARwyJiIhsFk8lk6UxMSQiIrJRPJVMlsZTyURERJRjqampmD59OipVqoRy5cqhRYsWOHDgQI7befz4MYYMGYKyZcsiMDAQPXr0wL1797Kss2nTJtSrVw9ly5ZF9erVsXjx4mzjJCcnY+7cuShTpgzu3LmTbXlzYhQEPGJIRERko/LqVHJKSgo6dOiAJ0+e4O+//0ZAQAA2btyINm3aYPXq1ejWrZtJ7dy+fRvNmjVD48aNcfHiRTg6OmL06NGoW7cuDh48iEqVKunVGTduHObMmYPt27ejRYsWuHLlCpo3b45z585h9uzZeuUTExMxb948/PTTT7h//75J/cppjIKERwyJiIhslAKaH3JzF3NTypCQEISFhWHp0qUICAgAAHTr1g1du3ZFv379cPv27WzbUKlU6NatG1JTU7F06VK4uLjAzs4OM2fOhLOzM7p37460tDSdOtu2bUNoaCgmTpyIFi1aAAAqV66Mb775BnPmzMGGDRsMxnn//fcRFhYGpTL7tMecGAUJE0MiIiIy2Z07d/DLL7+gatWqqF+/vs62vn37IjExEWPHjs22nbVr1+LUqVPo1q0b3NzcpPV2dnbo1asXzp07hyVLlkjr1Wo1vvzySygUCvTr10+nrd69e8POzg6jRo2CSqXS2ebu7o5ixYqhXLlyKFq0aJZ9MjdGQcLEkIiIyEZpTyXLWXJq/fr1SE9PR+PGjfW2NWjQAACwdetWREZGZtnO6tWrAcBgOw0bNgQALFq0SFp34sQJXL9+HeXKlUPx4sV1yhcqVAjVqlXDw4cPsXPnTqMxnZ2ds+yTJWLYOiaGRERENko7KlnOklM7duwAAJQtW1Zvm7e3N0qVKoXU1FQcOnTIaBuJiYnYv3+/0XaCg4MBAKdPn0Z0dHS2cTPWCQsLMxpXkU0ibIkYto6JIRERkY3SJHdyjhjmPObp06cBAH5+fga3e3l5AQDOnDljtI3Lly8jOTnZaDvaNoQQOHfunMXiZscaMfI7jkomIiJ6xcXGxuo8d3JygpOTk1655ORkxMfHA3iZJGXm6ekJAIiIiDAa79mzZ9JjQ+1o28jYjraOnLjZsUaM/I5HDImIiGyUpU4l+/v7w9PTU1pCQ0MNxst43aCrq6vBMtqRv9ojgua0k3H0sLYdbR05cbNjjRj5HY8YEhER2ShLzWN4//59eHh4SOsNHS0EAEdHR+mxEMJgmdTUVACa6w2Nya4dbRsZ29HWkRM3O9aIkd/xiCEREdErzsPDQ2cxlhh6e3tLyVNCQoLBMtrBIllNDePj4yM9NtSOto2M7WjryImbHWvEyO+YGBIREdkopczTyMocHmy0s7ND1apVAQDh4eEGyzx58gQAULNmTaPtBAUFSSOEDbWjbcPR0RFVqlQBAFSvXl123OxYI0Z+x8SQiIjIRuXFPIbt2rUDAFy8eFFvW0REBGJiYuDm5oZmzZoZbaNw4cLS5NiG2rlx4wYAoHnz5tLk11nFzVinQ4cOpu6KHmvEyO+YGBIREZHJBg4cCKVSiQMHDuhtO3LkCACgS5cuRk9Haw0ePBgAsmynd+/e0ro2bdogMDAQly9f1hnVDGhO8V6+fBmBgYHS5NjmsEaM/I6JIRERkY3KiwmuK1SogMGDB+P8+fN68/ktX74cLi4umDRpkrQuLCwMDRo0wOzZs3XK9u3bF8HBwdiwYYPOKN/U1FSsW7cOQUFBeO+996T19vb2CA0NhVqtlu6aorVq1Sqo1WpMnToVdnZ2Rvuenp4OAEZvaWeJGLbOZhPDHTt2oHHjxli2bFmW5f777z906tQJgYGBKF++PEJCQpCUlGSdThIREeWivEgMAWDmzJmoU6cOhg4diufPn0MIgTlz5uCPP/7AihUrdO4c8v333+P48eMYP368ThsODg5Ys2YN0tPTMWrUKKSnpyMxMREDBgyAWq3Gpk2b4ODgoFOnR48eGDJkCL755htp4uuDBw9i/PjxGDlyJHr16mW0z7dv38bTp08BAEePHjVaTk6MgsDmEsMNGzagQYMGeOONN6RDzcb88ccfaNy4MVq3bo3bt2/j1KlTOHToEFq3bm10xBERERFlzc3NDWFhYWjYsCHq1q2LChUqYO/evThx4gS6du2qU7ZXr15wd3fHBx98oNdOUFAQjhw5gidPnqBChQqoWbMmvLy8cPbsWVSqVMlg7Hnz5mHy5Mno2bMnypUrh5CQEKxYsQI//PCD0f6WLl0aFStWRFpaGgDgvffeg6+vr9E7mJgTo6BQCGOT9eRTt27dQqlSpRAcHIzr169j6dKl6Nevn165+/fvo1q1amjatKnOza6vXr2KKlWqYOjQoZg7d65JMWNjY+Hp6YmYmBideZ6IiIgys8ZvhjbG3MIV4KIw/7RmklBheNR1/r6RxOaOGJYtWxZOTk6oVatWluX+97//IS4uDv3799dZX6lSJdSrVw/z58/H5cuXc7OrREREucoOMk8l5/UOUL5jc4mhlrOzs9FtaWlp2LhxIwCgcePGetsbNmwIIQQWL16ca/0jIiLKbUqZU9UoZdw1hQomm00MFVl8mA8ePIjY2Fg4OTmhVKlSetuDg4MBaEZKEREREZFGgbxX8unTpwHAYFIIAF5eXgCA8+fPQ6VSFehh50REVHDJGVmsrU+UUYFMDLWTUmoTwMw8PT0BaOYziomJ0bsZdkpKClJSUqTnsbGxudNRIiIiGcy9e0nG+kQZ2eyp5KxERkYCAFxdXQ1uVypf7nbGSTW1QkND4enpKS3+/v6501EiIiKifKRAJoaOjo4AAGMz8aSmpkqPMx8tBICxY8ciJiZGWu7fv587HSUiIpIhrya4poKrQJ5K9vHxAQCjk1hHR0cD0EzQaWh0s5OTU7b3eCQiIsprPJVMllYgjxhWr14dABAeHm5w+5MnTwAANWvWtFaXiIiIiPK9ApkYtmrVCo6Ojnj69CkiIiL0tt+4cQMA0KFDB2t3jYiIyGKUL+YilLMQZVQgE0MPDw/06NEDAHDgwAG97UeOHIFSqUT37t2t3TUiIiKLUdgpZC9EGdlsYpieng4AUKlUBrdPmjQJbm5uWLFihc76Cxcu4L///sOgQYNQoUKFXO8nERERka2wycQwKSkJ586dAwAcPXrUYJly5cphwYIF2LFjB1atWgUAuHfvHt577z00adIEs2bNslp/iYiIcoPSTiF7IcrI5hLDnj17omjRojh//jwAYPHixShSpAjmz5+vV7ZPnz7YuXMn5s6di7Jly6Jjx47o27cv9u3bZ3SOQyIiIpthp4RCxgI7m0sDKJfZ3HQ169aty1H5119/Ha+//nou9YaIiCjvKJTyrhNUgEcMSRf/q0BEREREAGzwiCERERFpyL1OUMkjhpQJE0MiIiIbpVAqoVCaf/JPYeTWsfTq4qlkIiIiIgLAI4ZEREQ2i6eSydKYGBIREdkouXcv4ahkyoynkomIiIgIAI8YEhER2SzNEUMZg0+gtmBvqCBgYkhERGSjeI0hWRpPJRMRERERAB4xJCIislkKhQIKpYzBJ2oeMSRdTAyJiIhslNJOCaWMawyVgicOSRcTQyIiIhsle7oawSOGpIv/VSAiIiIiADxiSEREZLN4xJAsjYkhERGRjeI1hmRp/EQQEREREQAeMSQiIrJdMk8lg6eSKRMmhkRERDZKqVBAKWMeQ6WCiSHp4qlkIiIiIgLAI4ZEREQ2S2GnhELG4BOFmseHSBcTQyIiIhultFNAKeMaQyVviUeZ8L8KRERERASARwyJiIhsluwJrnnEkDJhYkhERGSjeI0hWRoTQyIiIhultIPMawwt2BkqEPhfBSIiIiICwCOGRERENkuhVEAhY4JrOXWpYGJiSEREZKOUSiWUMq4xVKp44pB08RNBRERERAB4xJCIiMhmyZ6uRkZdKpiYGBIREdko2dPVyKhLBRM/EUREREQEgEcMiYiIbJZCqYRCKeOIoYy6VDAxMSQiIrJRSjuZo5J5Kpky4SeCiIiIiADwiCEREZHtkjn4BDxiSJkwMSQiIrJRCqXMUcm8xpAyYWJIRERkozj4hCyNnwgiIiIiAsAjhkRERDZLM8G1nYz6Kgv2hgoCJoZEREQ2inc+IUvjJyKPJSUnIyk5Oa+7QURERjyNScDTmIS87gaRVfCIIRERkY1SKpVQyhhAIqcuFUxMDImIiGwUTyWTpfETQUREREQAeMSQiIjIZvGIIVkaE0MiIiIbpVDInOBawcSQdPETQUREREQAXoHE8N9//0XHjh3h4+MDf39/VKpUCZMmTUIyp4ghIiIbpz2VLGchyqhAfyI2btyIFi1aoEGDBrh//z7u37+PdevWYenSpWjdujVSU1PzuotERERmy8vEMDU1FdOnT0elSpVQrlw5tGjRAgcOHMhxO48fP8aQIUNQtmxZBAYGokePHrh3716WdTZt2oR69eqhbNmyqF69OhYvXmzxGI8fP4azszMUCoXO4ufnh7S0tBzvp60osIlhSkoKhg0bhjZt2mDSpElwcHAAANSqVQtTp07F4cOHsWTJkjzuJRERkfmUdkrZizlSUlLQvn17rFy5En///Tdu3ryJjz/+GG3atMHGjRtNbuf27duoW7cuoqKicPHiRdy4cQO+vr6oW7curl69arDOuHHj0L9/f8ycORO3bt3Chg0bMG7cOIwYMcJiMQDghx9+QEpKit76ESNGSDlFQVRgE8Nz584hMjISNWvW1NtWu3ZtAMD58+et3CsiIiLbFxISgrCwMCxduhQBAQEAgG7duqFr167o168fbt++nW0bKpUK3bp1Q2pqKpYuXQoXFxfY2dlh5syZcHZ2Rvfu3fWOzG3btg2hoaGYOHEiWrRoAQCoXLkyvvnmG8yZMwcbNmyQHQMAoqKisGbNGpw5cwaXL1/WWYwloAWFyaOSBwwYkCsdUCgUuXLkzs3NDQBw9OhRvW1xcXEAYDBpJCIishUKpULeqGSlIsd17ty5g19++QVVq1ZF/fr1dbb17dsXa9euxdixY7Fu3bos21m7di1OnTqF4cOHS7/ZAGBnZ4devXphxowZWLJkCYYOHQoAUKvV+PLLL6FQKNCvXz+dtnr37o3hw4dj1KhR6NKlC+zs7MyKofXzzz/jvffeQ40aNXL8+tg6kxPDZcuW5UoHcisxrFKlCipUqIADBw5gyZIlGDhwoLRt69atCA4OxgcffGDxuERERNaSF/MYrl+/Hunp6WjcuLHetgYNGgDQ/M5GRkaiSJEiRttZvXo1ABhsp2HDhgCARYsWSUnbiRMncP36dZQvXx7FixfXKV+oUCFUq1YN586dw86dO/Hmm2+aFQMAEhMTMXv2bPTv3x+HDh1Co0aNXqlbB5qcGPr6+kovsKUIIdC3b1+LtqmlUCiwcOFCtGvXDsOGDYOzszP69OmDQ4cO4dSpU9i7dy+cnJxyJTYREVFBtWPHDgBA2bJl9bZ5e3ujVKlSePjwIQ4dOoS33nrLYBuJiYnYv3+/0XaCg4MBAKdPn0Z0dDS8vLyyjKutc+7cOYSFheHNN980KwYALFy4EBEREfjuu+/w3Xffwd/fHyEhIRg6dKh0JLIgMzkxdHV1lc7nW5KLi4vF29Rq2bIlNm/ejO7du6Nv3744ceIE7O3tsWvXrizf3JSUFJ0LTmNjY3Otj0RERObKiyOGp0+fBgD4+fkZ3O7l5YWHDx/izJkzRhPDy5cvS9PGGWpHm6QJIXDu3Dk0b97cpLgAcObMGbNjAMDJkycRFBSEW7duITExEffv38fHH3+MTZs2YcuWLShcuLDB+AWFyZ8IIUSudCC32tV64403MGPGDIwYMQKzZ8/G3Llzsx0xFRoaCk9PT2nx9/fP1T4SERGZQ3vnE7OXF3c+iY2N1VkMjcYFgOTkZMTHxwN4mVhl5unpCQCIiIgw2u9nz55Jjw21o20jYzvaOqbGNScGAKxatQrnz59HVFQUdu/ejbp16wIA9u/fj3fffRdqtdrofhUEJieGtWrVypUO5Fa7WjNmzECpUqXw448/Yt26dUhPT0fv3r3x888/G60zduxYxMTESMv9+/dztY9ERER5yd/fX+eASGhoqMFykZGR0mNXV1eDZbTX42V1I4ns2sl4TZ+2HW0dU+OaEyMjR0dHvP766zh27Bg+/fRTAJrkcM2aNUb2qmAw+VRy5iHgOXX16lVUqlTJ4u1mZebMmdiyZYs0Mrl79+5wdHRE165dMWLECNSqVQtNmjTRq+fk5GS16w9dnJ0BAMlJSQAAZwOn1pNefGAVapWmjKubwe3atoiIcsvzuETpsbe74R9oUyQmab63XF1M/97Kq++64p5u2RfKIwo7OyhlXPemeFH3/v378PDwkNYb+w10dHSUHhs746e9eYS3t7fRuNm1k/EGFNp2tHVMjWtODEOUSiV+/PFH3Lt3D1u3bsW6devw3nvvGS1v66wyzEatVhscEZSb7t69iwkTJqBTp046699++21Mnz4dQgj873//s2qfiIiILMlSdz7x8PDQWYwlht7e3lLClZCQYLBMdHQ0AKBo0aJG++3j4yM9NtSOto2M7WjrmBrXnBhZmT59OhQKBW7evJltWVtm8hFDY+Li4vDnn3/i3r17SEpK0svK09LScOTIEZ03wBp27NiBlJQUvSHtAPDZZ59hxowZOH78uFX7REREZMvs7OxQtWpVnDlzBuHh4QbLPHnyBEDWcwUHBQVBoVBACIHw8HCd6/0ytuHo6IgqVaoAAKpXr459+/aZHNecGFmpWLEiAgICUKhQoWzL2jJZieHRo0fx1ltv6ZzHz5wYat8UhSLnk2jKoT1E/ODBA71t9vb2KFOmDO7cuWPVPhEREVlSXoxKbteuHc6cOYOLFy/qbYuIiEBMTAzc3NzQrFkzo20ULlwY9evXx7Fjx3Dx4kW9xOzGjRsAgObNm0sTU7dr1w4//vijwbgZ63To0MHsGNkpWbKkNBiloJKVGA4fPhwRERHw8/PDm2++iaJFi+pNAimEwKFDh7Bv3z5ZHc2pN954A6NHj8amTZswadIk2Nu/3NWYmBhcuXIFffr0sWqfiIiILEk7ulhO/ZwaOHAgvvvuOxw4cEBv25EjRwAAXbp0yfZa/cGDB+PYsWM4cOAAunbtarCd3r17S+vatGmDwMBAXL58Gc+ePUOxYsWkbdHR0bh8+TICAwOliavNiZGV9PR03Lx5M1duypGfKISM+WLc3NyQlpaGO3fuwNfX12i59PR0FC9eHM+fPzc3lFlmzZqFUaNG4b333sPPP/8MT09PPH78GP3798eDBw9w4MABk+Yjio2NhaenJ2JiYnQuzrUkDj4hIlvwKg4+ySlr/GZoYzyYPwYeLuYPloxNSoHf0Ok57uuwYcMwf/58nD59WueUcdeuXbFz505cuHBBmlQ6LCwMY8aMQZ8+fXTuM5yWloY6derg6dOnuHPnDpxfvK+pqakIDAyEt7c3/vvvPzg4OEh11q9fj549e2LWrFn47LPPpPU///wzPvnkE6xZswa9evWSFSMiIsLgNYezZs1CUlISxo0bZ/LrZItkDT6pWbMmfH19s0wKAc2p2+zmDswNI0eOxI4dOxAeHo7AwECULl0aLVq0QO3atXH48OECP0klERFRbpg5cybq1KmDoUOH4vnz5xBCYM6cOfjjjz+wYsUKnTuNfP/99zh+/DjGjx+v04aDgwPWrFmD9PR0jBo1Cunp6UhMTMSAAQOgVquxadMmnYQNAHr06IEhQ4bgm2++wblz5wAABw8exPjx4zFy5EidpNCcGD/88AOKFSuGDh064MqVKwA0N72YPXs20tPTC3xSCMg8lTx16lR06NABDx8+RKlSpbIs+++//6J169ZywpmlY8eO6Nixo9XjEhER5TaFUiHvGkOledf/u7m5ISwsDBMnTkTdunWhVCoRFBSEEydOoHr16jple/XqhQMHDuD999/XaycoKAhHjhzBmDFjUKFCBTg4OKBt27Y4e/aswcGjADBv3jwEBQWhZ8+eSElJQYkSJbBixQp07tzZYPmcxOjWrRv27duHQ4cOoVatWqhXrx4aN26Mfv36oXLlyma9VrZG1qlkANi2bRvWr1+PtWvXGi0TGRkJf39/JCYmGi2Tn/FUMhGRBk8lZ8+ap5LDF4+Hh6v5r0dsYjJ8B03N1b6SbZE9XY2vry+ePXuGevXqwd3dXW+7SqXCjRs3jN5eh4iIiIjyB1mJ4fLlyzFo0CCo1eps73ls7elqiIiICjqF0g4KpYw7n8ioSwWTrMRw0qRJUKlUaNSoEYYPHw5fX1+96WrUajXCwsIwdepUWR0lIiKiTJR2mkVOfaIMZCWGUVFRcHFxwd9//230ptYA0KpVKyxatEhOKCIiIiLKZbKmq3n33Xfh7e2dZVKodf36dTmhiIiIKDOlUv5ClIGsT8T3338PT09PafbwrPTo0UNOKCIiIspEYWcneyHKSFZi6O3tjYMHD2LNmjVGp6JRq9U4evQo/v77bzmhiIiIiCiXybrGsHDhwoiNjQUAzJ071yIdskXxiZo5CJUvRl5nNS+Xsbm7Ms9fqG0TAOyMTECakhAHAHBx058miIhIjsxzBmq/u3Iyd6Gh77uYBM13m6eb5jsv7sV3nV2mmSsMfY/m9/kL8wQHn5CFyTpiOHLkSAghTFqIiIjIwpTKl8mhWQuvMSRdshPDwMBAXLp0CcnJyVCr1XpLamoq9uzZAztex0BERGRRCqVS9kKUkaxPhLu7O8aOHYuyZcvC0dHRYBl7e3u89tpr6Nu3r5xQRERERJTLZN8Sb9CgQSaVW7JkidxQRERElJFC5jWGCp7NI10mHzFs2LBhrnQgt9olIiIq8GRdXygzqaQCyeTEMDIyMlc6kFvtEhEREVHOmHwqWaEwPGWKXLnVLhERUUEndwAJB59QZiYnhrGxsVi5cqXFp56Ji4uzaHtERESvDM5jSBZmcmL49OlT9OvXz6LBhRA8YkhERESUT5icGE6aNCk3+0FEREQ5pZ3gWk59ogyYGBIREdkohZ0dFDJuICGnLhVM/K8CEREREQGwwATXRERElEeUSnmng3kqmTJhYkhERGSrOCqZLIyJIRERkY1SKO2gkJHcyalLBROPIRMRERERAB4xzJH4xCR4eHjorS/k6mJyG64uzgbXp8RFax5o53VUOkrbXJwN13Fyc9d5HpeYJD12z0GfyHTR8YnSY69CrgCApzEJAIDinm550icic8UkvPzO8HRz0Vmnfa5l7LsL0Hw3AkCKSnMDhCLumr8NtYEbImjbTUxKBvDyuyopWfNcpTZ+EwVtnMzfudrvvlfye08h8xpDBY8PkS5+IoiIiGyU9lSynIVsw9OnT/Hjjz/iwoULOuuXLl2Kb7/9FpGRkRaJY5HEMC4uDps3b8Yvv/wirTt+/DiOHj1qieaJiIiIXlnh4eGoXbs2Pv/8c3z++ec62/r374/q1aujTp062L59u+xYshPDFStWwN/fH927d8f//vc/aX316tWxa9cuNGrUCDdv3pQbhoiIiDLT3vnE7IUnDm3BV199hfDwcLi4uOCtt97S296hQweEhISga9euOHnypKxYsj4R27dvR//+/REbGwuR6VoSZ2dnTJo0Cc2bN0f9+vVx48YNWR0lIiKiTLTzGMpZKN/bs2cPNmzYgNjYWHz00UcGy/Ts2ROpqamYMGGCrFiyPhHffPMNAgICsGHDBly+fBne3t56ZT744ANERUVh3LhxckIRERERvZLs7e3RtWtXKLNI5B0cHAAA//77r7xYcipfuHABJ06cQJUqVQDAYIe1o3j37NkjJxQRERFlwnslvxoKFSqEhIQEuLkZn/1ixYoVAAAXF3mj82UdMQwICJCSQmMOHjwIAEhLS5MTioiIiDKTdX2hzLumkNX07t0b/fv3R2Jiot42lUqFBQsW4PPPP4dCoUCnTp1kxZJ1xLB8+fK4evUqKlWqZHD78+fPMXHiRCgUCtSpU0dOKCIiIsqMt8R7JXz66ado3rw5ypYtix49eqB8+fJQqVS4efMmtm3bhvDwcAghULJkSUybNk1WLFmJ4dixY9GlSxcsW7YMdevW1dm2Z88efPLJJ7h16xYUCgXGjBkjq6NEREREryInJyfs3r0bH374IebMmQOF9mYYgDT4t379+li1ahV8fX1lxZKVGDZq1AijR49G06ZNUaJECURGRqJRo0a4ceMGnj9/DiEElEolvvvuO7Rv315WR4mIiEiXQqmEQsbIYjl1ybo8PT2xYcMGXLhwATt37sTdu3ehVqvh5+eHli1bokmTJhaJI/uWeP369UPDhg0xZ84chIWF4fz580hPT0dAQACaN2+OESNG8DQyERFRblDIPJWs4KlkWxMUFISgoKBca98i90quXLmyzl1PiIiIiMiy/vnnH2zatAnPnz/H6tWrAQBhYWE4fvw43n//fZQsWVJ2DFmJ4TfffGPyRIqPHj3Ctm3bkJaWhnbt2hkdsEJEREQmUigAhYzTwRmuVaP8SwiBQYMGYdmyZQCAIkWKSNtatWoFhUKBJk2aYMaMGejatausWLIuLli5cqX0OCIiAtHR0QbLnTx5EpUrV8batWthb2+PoUOH4osvvpATmoiIiBRK+Qvle99//z2WLl0KhUKBEiVKwC7T/JMtW7bEmDFj0LNnT9nzRsv6RERGRuLtt9+Gi4sLSpQogSJFiqB06dL4+uuvkZqaKpUbN24c4uPjsWDBAgwfPhx79uzB1atXMWrUKFmdJyIiIiroFi1ahLZt2yI8PBzh4eHw8vLSK/P6669DrVbjf//7n6xYshLD58+f448//kBKSgqEEBBC4P79+5g0aRJatGghTcR44sQJAEDZsmUBAHZ2dggNDcVPP/2EY8eOydoBIiKiV5VQKGUvlP89fvwY69atQ/HixQFAZ7oaLZVKBQD477//ZMWSPfjEw8MDI0aMQLdu3VC6dGkIIXD27Fl8+eWXmD59OqZMmYK4uDgAmnl4tKpVqwYvLy/88ssvaNCggdxuWEUhV8O3mUlKTgYAuDg7m7TeELWDs05Zp6wKZ5KclAQAcDfQP+02Z5m3yMnv0sOvSo/tfXPv+lWvQq5664p7Gr9FUWbxiZr3I/Nn6Vms5j9RxTw07UfHv5zdXqWZogpF3DXbYhI0bXi66baRnJggPXZ2Nb1PpC8xSfO36+qS/d+utRh73+MSjf/9Zy6jfvFZytxGRlltM0b7eU6MSdCJZ6/U/HhpP/cZy2Z+bU35njQmq30v8OSeDmZiaBPKlClj8ChhRlu3bgWQx7fEAzQTWf/vf/9DUFAQ3N3d4eHhgWbNmmHr1q347bffIISAWq02eB/lIkWK4MCBA3K7QERERFRgNWjQANu3bze6/eTJk/j666+hUCjQunVrWbFkHTH09fU1Okdh4cKFkZCQIM3InfFooVZKSgqePn0qpwtERESvLoVC3shijkq2CV999RWaNm2KK1euoEuXLgCA1NRUXL16FevXr8esWbOQlJSEQoUKYcqUKbJiyUoMPT09cfjwYTRu3FhnvVqtxvjx41GuXDmkp6cD0Jxyzig5ORnh4eFwddU/NUdEREQmUCo1i5z6lO/5+flh69at6NGjB0JCQiCE0DllrL1P8vr162VPBygrMezbty/atm2L9957T5qF++7du9i8eTPS09Ph7OyM/fv3A9AkkRlt374dKpUK1apVk9MFIiKiV5bcASQcfGI7atWqhUuXLmHr1q0ICwvDvXv3kJ6ejpIlS6J58+bo2bOn7OsLAZmJ4RdffIEDBw5g4cKF0ggZIQQqVqyI48ePY8KECdI9kgMCAtC9e3d8/vnnsLOzwxdffAGFQoFu3brJ3gkiIiKigurRo0coWbIk7O3t0a1bt1zNnWQlhnZ2dti+fTuWL1+OHTt2IDU1FY0aNcLw4cPh6emJ+fPno1WrVrhx4wa++OILXLt2DT179sTly5chhECVKlUwfPhwS+0LERHRq4Wjkl8JFSpUwMOHD/XOvuYG2dPVKJVK9O/fH/379ze4vUePHtLjoKAgnD59GkuWLMHt27cxcuRIg4NSckN6ejrWr1+P7du3w97eHn5+fhg8eDACAwOtEp+IiMjimBi+EhITE1GzZk2EhISgb9++cHPLvSnJZCeGplqyZAkGDhwIBwcHDB061FphAWgme3zvvfdQuXJlzJo1C6VLl7ZqfCIiIiJzOTk5YebMmTh58iRq1aqFtm3bYtiwYbkyTsMq/1WIjIzEp59+ao1Qen777Tc0adIEPXr0wJYtW5gUEhFRwcF7Jb8SpkyZgi5duiA0NBSXLl1CixYt8Omnn6Jly5ZYv369NAOMJcg+Yvjvv/9izZo1uHfvHpKSkqR5C7XS0tJw5coVJCUlGWkh9/zzzz/o0aMHBg0ahEmTJlk9PhERUW4SCoXMUcmcx9AWfPHFF9LjjANQrl27hgULFmDKlCl45513MHjwYAQEBMiKJSsxnDdvHj7++GMA0EsIMzN0X7/c9OTJE7zzzjsoWbIkZs6cadXYRERERLmtYsWK6Ny5M27cuIHQ0FB8++236NChA37//Xez25SVGE6dOhUA8Nprr+GDDz6QhlJndvLkSXz55ZdyQuXYmDFjEBUVhWnTpsFZxj04iYiI8i0OPnkl7Nu3D6+99pr0PCkpCatWrcIvv/yC8+fPQwgBJycn9OjRAx999JGsWLISw+TkZHh6emLXrl0G74Ws1aJFC/z0009yQuXIgwcPsHz5cjg5OaFChQoYMmQIrly5glu3bqFSpUoYN26czgtMRERkk3hLvFfCm2++iatXryIyMhLLly/HsmXLEBMTAyEESpcujaFDh2LQoEEoUqSI7FiyEsOePXti48aNWSaFWlevXpUTKkc2bdoEIQQcHR1x9OhRTJ06FUWLFsWff/6JXr164fXXX8fKlSvRu3dvg/VTUlKQkpIiPY+NjbVW14mIiIh0JCUlSYNnhRBQKBRo06YNPvroI7z55psWvVxP1jHkb7/9FgEBAdixY0e2ZevUqSMnVI78888/AIABAwZg/PjxKFq0KACgQ4cOmDlzJtRqNQYPHoxnz54ZrB8aGgpPT09p8ff3t1rfiYiITMZRya8MIQQ8PDwwYsQIXLlyBbt27cJbb71l8TEcsj4RkZGR+PXXXzF//nycPn0a9+7d01tu3bqFlStX4tq1a5bqc7YePHgAAChVqpTetj59+sDT0xMJCQnYsGGDwfpjx45FTEyMtNy/fz9X+0tERGQO7b2S5SxkG/r374/79+/jxx9/RIUKFXItjqxTyQ0aNMDTp08BADt37rRIhyxBe+rXw8NDb5uLiwtatWqFbdu24fLlywbrOzk55eiOLC4vBrckJyYAAJxdNTOSq9RZj9TOWMfFNeezmMcnaqYAKuSquWl2UnKyXp+cLXBD7fwkMUmzj64uugOK7H0r5UV3DHoelwgA8HZ3BQCkJMRJ21ye39GsU2umE3AqpLm9UTEPV5027JQv/weoUul+jjzdDL+nzgY+Q8kvpolKf9GEPdQAAKG00/QnDwZmGXsPzRGToNk/7Wui/XsCDL8e2cn8N2XJvhmS+TsjKw5Kw0cF3E3oq7EyhtrUfl6d3Nx11ht6bbTvpfaAhfbIhbZVhVoFAFAJpV4dO3WayXG0323G3pe4F3VMeS0KHIUSMOFyrizrU75XqlQpLFiwwOAAX1Np77ecHVmfiC+++AJCCDg4OMDHxwf+/v4ICAjQWYoXL271qWqKFSsGwPi1gX5+fgAAtVpttT4RERERmeP+/fuykkJAMxDYFLKiDBs2DEuWLMGJEyfg6upqtNz169cRHBwsJ1SO1K1bF4cOHcLFixcNbtdOX1OxYkWr9YmIiMjiOF0NmSi7+aa1ZH0iXFxc8NVXX8HR0dFomeTkZFSoUAFjxoyREypHevbsCQD4+++/Dd4m5vbt21AqlXj77bet1iciIiKL4+ATMpGpZ29lfyJ69OiR5eHNvXv34qOPPsJXX30lN5TJGjZsiHfeeQfh4eFYtWqVzranT5/ir7/+wuDBg1GmTBmr9YmIiIgov5N9r2QAiIuLQ0xMjN41e2q1GsWLF8e6deugVCoxZ84cS4QzydKlS3H9+nWMGDEC5cqVQ7NmzfD8+XO8//77qFWrFmbNmmW1vhAREeUKnkomC5OVGD558gRdu3bF4cOHsywnhMDKlSutmhh6enri4MGDGD9+PLp37w4nJyd4eXmhe/fuGD16dJanv4mIiGyBUChkTTkjeOcTykTWfxXGjRuHQ4cOwcHBAaVKlYKTk5PeqGQHBwdUr14dU6ZMsVSfTebl5YVffvkFjx49wp07d3DmzBmMGzeOSSEREZFMqampmD59OipVqoRy5cqhRYsWOHDgQI7befz4MYYMGYKyZcsiMDAQPXr0wL1797Kss2nTJtSrVw9ly5ZF9erVsXjx4jyPUVDISgx3796Nr7/+GnFxcbh37x4GDhyIv//+G7dv35aW0aNHY/DgwRgxYoSl+kxERERAng0+SUlJQfv27bFy5Ur8/fffuHnzJj7++GO0adMGGzduNLmd27dvo27duoiKisLFixdx48YN+Pr6om7dukZvpTtu3Dj0798fM2fOxK1bt7BhwwaMGzfOaJ5hjRgFiazEMD09HePHj4eDgwMAYNCgQVi0aJFOmdGjR+PLL79EWFiYnFBERESUmUIhfzFDSEgIwsLCsHTpUgQEaCbs79atG7p27Yp+/frh9u3b2bahUqnQrVs3pKamYunSpXBxcYGdnR1mzpwJZ2dndO/eHWlpaTp1tm3bhtDQUEycOFGal69y5cr45ptvMGfOHL07mlkjRkEjKzEsXry4znQwNWrUwKVLl6S7oQCa07leXl74/PPP5YQiIiKifODOnTv45ZdfULVqVdSvX19nW9++fZGYmIixY8dm287atWtx6tQpdOvWDW5uL+/+Y2dnh169euHcuXNYsmSJtF6tVuPLL7+EQqFAv379dNrq3bs37OzsMGrUKKhUKqvGKGhkJYbVq1dHjx49sHz5cpw6dQoA8Mknn6Bnz56Ijo4GACxZsgTh4eG4fv267M4SERFRBnlwKnn9+vVIT09H48aN9bY1aNAAALB161ZERkZm2c7q1asBwGA7DRs2BACds5AnTpzA9evXUa5cORQvXlynfKFChVCtWjU8fPhQ5xa91ohR0MhKDCdPnoy9e/diwIABaNKkCVQqFdq2bQtfX1+ULFkSRYsWxeDBgwG8/LAQERGRZQiFUvaSUzt27AAAlC1bVm+bt7c3SpUqhdTUVBw6dMhoG4mJidi/f7/RdrR3Szt9+rR0oCmruBnraC9ds0YMW2KVO5+UK1cOx48fx6effooffvgBdnZ2AIDFixeja9euiIqKghACDRs21Lv2kIiIiGTKgyOGp0+fBgD4+fkZ3O7l5QUAOHPmjNE2Ll++jOTkZKPtaNsQQuDcuXNmxbVGDFti6gE62RNcV6xYET/88IPOOmdnZ6xcuRJz584FALi7u+PGjRtyQxEREVEuiI2N1Xnu5OQEJycnvXLJycmIj48H8DJJyszT0xMAEBERYTTes2fPpMeG2tG2kbEdbR1T41ojRn6wZs0aHD58GH5+fvjwww9RpEgRg+Uy3wnOGIvc+cQYd3d3AEBaWhqCg4ORlJSUm+GIiIheKZoJrs2fpFpb19/fX2f9pEmTMHnyZL3yGa8bdHV1NdimUqk5Cqk9WmdIdu1o28jYjraOqXGtEcNaateuDQCwt7fHa6+9hunTpwMAevXqhQ0bNkiniefNm4cTJ07oXR+ZE7maGGrt3LkTqamp1ghFRET0yhBCs8ipDwD379+Hh4eHtN7Q0UIAOjeIMHbNmvb33tvb22jc7NrJmDNo29HWMTWuNWJYy5kzZ9CoUSOsWrUKgYGBAIAVK1Zg/fr1cHR0xMyZM9GyZUvMnTsXEyZMwMKFC82OleuJYUREBL744ovcDpMvOLu66Twv5OqSbR2h1FyXmZik+d+Hq4uzyfEyt+/irF83LlFzlNbdhL7Ygpy8PvmFk5v7yydumguX7XJS307zP/rUqMcAgOdKTXs+nm5G60THJwIAXFWaf9PtNP/7LVTIeB1jbXgVMvw/Z3OZ+h6mxrw8VePoWdRgGU83zec6NVozRZZSZLhf+4u/x5S4aACAk7tXtjG1f1NJL44GGPqbMiYmIUmnTw5Kzftm6G9Q+146F/YxuX37lBen+l68fvEv2nUQminDFClxUllHb1+duimxzwEATh6aH7PU5+EAANdM5YCXn1ft/jirUwAAhQy8fpnfy8xvbXJigqbNDJexKdI0nyuF6sWPcqZ4ji8+70kZjsgossl8VGoZmZEJzPl+tjUeHh46iaEx3t7ecHR0RGpqKhISEgyW0Q7kKFrU8N8tAPj4vPzsJyQk6JzWzdhGxnZ8fHxw6dIlk+NaI4a1KBQKrFu3Tjqym5aWhokTJ0KhUGDy5Mn4+OOPAQCzZ89GjRo1ZMXK8VWnV69exTfffIPPPvsMS5YsQUpKitGyly9fRpMmTXh9IRERUS5QCyF7yQk7OztUrVoVABAeHm6wzJMnTwAANWvWNNpOUFAQFC9OYxtqR9uGo6MjqlSpAkAzRV5O4lojhrWUKlVK53T/kiVLcP/+fQQEBOjME21vb4/Hjx/LipWjxHDhwoWoXr06Jk2ahDlz5mDw4MGoVq0arl27pld28eLFqFevnjR/4fDhw2V1lIiIiHQJCyw51a5dOwDAxYsX9bZFREQgJiYGbm5uaNasmdE2ChcuLE2Obagd7QGl5s2bSxNTZxU3Y50OHTpYLYa1FC5cWLp5yNOnTzF58mQoFApMmjRJuvscABw6dEjnSKg5TE4M//vvPwwfPhxpaWkQQkjLrVu30KNHD6lcTEwMunfvjiFDhiAxMRElS5bEn3/+iTlz5sjqKBEREeW9gQMHQqlU4sCBA3rbjhw5AgDo0qWL0esUtbTzHGfVTu/evaV1bdq0QWBgIC5fvqwz4hjQnOK9fPkyAgMDpYmrrRXDGoYOHYrXXnsNX375JRo2bIinT5+iYcOGOndnuXXrFgYMGCA7lsmJ4Zw5c6BWq9G6dWts374dly9fxu+//446derg3Llz2LNnDw4fPoyaNWti8+bNEEKgS5cuOH/+vJSBExERkeWohfwlpypUqIDBgwfj/PnzevP5LV++HC4uLpg0aZK0LiwsDA0aNMDs2bN1yvbt2xfBwcHYsGGDzijf1NRUrFu3DkFBQXjvvfek9fb29ggNDYVarZbuaKK1atUqqNVqTJ06VZpT2VoxrGHYsGH48MMPsWXLFkRERODNN9/E5s2bpe1DhgxBo0aNEB4ernPrP7MIE1WtWlW8++67euuTkpJE7dq1RdWqVYWDg4NQKBTC09NTLF++3NSm872YmBgBQMTExFi87cSkJJGYlCQSEjWLpcUmJIrYhESLt0vGRcYmiMjYBFltaN+32IREEfdiSXn+SKQ8fyQeRceLR9HxWdaPiksQUXEJIiX6mUiJfiY9zwlz6liStu8p0c+yLxv1RLO8eI1Snj+StiXHRonk2Kgcxdb+XeZEdHyiiI5/+bem/Zs29DeYuY+m0O6jlvZzkRwfK5LjY0VK5ENpySw5JlIkx0S+bMtIOUP7Y87rp5WUEK9ZEhOlRduXzK+BNp72tc+4aOsak9uf1Zx+P+fmb0bmGHcfPpL235zl7sNHZvU1Pj5e1KlTRzRo0EBERkYKtVotZs+eLRwdHcXGjRt1ynbq1EkAEIUKFdJr5/z586JIkSJi2LBhIi0tTSQkJIg+ffoIHx8fceXKFYOxhwwZIooUKSLOnj0rhBDiwIEDwsPDQ4wcOdJgeWvEKEhMHpX86NEjbNiwQW+9s7MzJk+ejM6dOwMAWrRogeXLlyMgIEBexkpERET5kpubG8LCwjBx4kTUrVsXSqUSQUFBOHHihDSAQ6tXr144cOAA3n//fb12goKCcOTIEYwZMwYVKlSAg4MD2rZti7Nnzxqdi2/evHkICgpCz549kZKSghIlSmDFihVSHpIXMQoShRCmDUlycXFBfHy8wcOn8fHx8Pb2RmhoKEaNGiWNAsqoe/fuBhNLWxAbGwtPT0/ExMSYNJw/J7RTMmjfBUtPh1DQpquxBc/jNNNxeLubP82L9n0DAO1fk2NKjKZ9M6arSXwxXU1Opp7JrelqTGXKdDVS2RfT1SDDdDWOL6aCycl0NVqWmK5GO8WJ6sUft6HpahxzMF2Ndh8dvTQ/ZJaYriZzOUP7o52uJievn5Z2upqMt11TpGna1U5Xo30NMk9Xk5F2uhpnF8PfY7n9Wc3pdDW5+ZuROcbtB49kxYiNjUWgX8lc7SvJl/nONNr3KiIiAuPGjZPufDJhwgQ0bdpUViyTrzFMTU1Fenq6wW2FChWShkwbSgpTUlLw119/md9LIiIiMsiaI5Ipb3h5eUmjrLW3G05KSkLLli2xZMkSXLp0CSdPnsTrr7+Os2fPyopl8qlkIQR++OEHlChRwuD2pKQkLFq0SG+28MTEROzcudPoZJFERERkHnMHkGSsT7Zh4MCBmDdvnnTmdtq0abh06RJKlCiB3bt3Izg4GGvWrMG4ceOwY8cOs+Pk6M4nEyZMyHL70KFDDa4XQhg8kkhEREREWbO3t8dPP/0kJYWRkZH48ccfoVAoMHfuXAQHa+6q1bt3b3z99dfyYuW0Y8WLF4e9venVEhMT9eYCIiIiIvnEizmF5dSn/C8gIAAuGa6x/fbbb5GQkIBGjRrhnXfekdar1Wrcu3dPViyTM7yaNWvi4MGDZs2Ps3fvXrRt2zbH9YiIiMg49YtFTn3K/0qUKIHjx4+jfv36OHLkCGbPng2FQoHQ0FCdcqtWrdKZr9EcJieGnTt3NnvSxNatW6NkyZJm1SUiIiJ6lX3zzTdo27YtKlasiDNnziA9PR2DBg1C8+bNpTJr1qzBRx99JDuWyYmh3NusbNmyRVZ9IiIi0iXEy+nOzK1P+V+rVq2wd+9ezJs3Dz4+PmjVqhVGjBghbR8+fDju37+Pli1byo5lcmLo7+8vK5D2RtZERERkGRyV/OqoU6cOFi9ebHCbdgobS8jR4BOyPFMm0E2J10xs7FTIM8ft2+XyaHD1rZMAAGXZurkaJztpT+9Ijx2Kl8mzfgDyJrbWik15eeVPqcIvLuF4MUGyw4sJtFMjHgAAhIvmc+Hk5i7V0U70m5Kg0jx30+2ToUm4M08SnFcTW2tlN6l1Roo049fUaCdmzsnfUU4mttbSTmytldVkyKZObK19jwFAoUrTbSNVM6G1dsJrZHj/055pLj53KKa5A5VdQqRmw4sJrrUTW2snus64Tuvl/rjo9MWxqJ9eP9PDrwIAVIWKAXg5kbZdrGYibwefci8LG5mkOvPrZ4h2om7thNkqe+cXPUwzVsUiLH3jASI5IiIi8ODBA9SsWVN67unpCQcHB4u0b/IE10RERJS/aEcly1nINly8eBGtWrVCiRIl0K5dO2n906dP0aNHD4SEhCAtTf5/kpgYEhER2Si1BRbK/y5duoSmTZvin3/+0Uvoq1atik2bNuHKlSto0qQJ4uLismgpe0wMiYiIiPKxcePGISkpCcOHD8f8+fPh7u6us12pVCIkJAQnT57EpEmTZMViYkhERGSjBF6OTDZryesdIJPs378f69atw88//4zBgwfDyclJr0yZMmUAABs2bJAVyyKJoRACp06dwu+//y6tu3btGh49emSJ5omIiMgAtRCyF8r/vL298fbbb2dZ5sqVKwA0t8uTQ3ZiuHfvXlSoUAH169fHoEGDpPXu7u6YMGECevTogefPn8sNQ0RERJkICyyU/5UqVQqxsbFGt6vVakydOhUAUL58eVmxZCWGhw8fRqdOnXDr1i29kU0lS5bEkiVL4Obmhjp16uDJkyeyOkpERET0Kvrwww/Rt29fJCQk6G2LiYlB7969ERYWBoVCgQ8//FBWLFmJ4cSJE+Hm5oYZM2bgzz//hKen/vxgI0aMwN27dzFu3Dg5oYiIiCgT7QTXchbK/95//30ULVoU5cuXxwcffICIiAiMHTsWXbp0gb+/PzZu3AgAePvtt/HJJ5/IiiVrguvjx49j165daNy4MQAYnFyxeHHN5Kt//PGHnFBERESUmcxb4vFcsu1YsmQJli5diu+//x4RERH49ttvpW3+/v4YOXIkPv30Uyhk3thCVmLo6+srJYXG/PfffwCA+Ph4OaGIiIiIXlkqlQr9+/dH//798fTpU9y7dw/p6ekoWbIkSpcubbE4sk4l+/v7ZznyODk5GV999RUUCgWCgoLkhCIiIqJM1BCyF8r/Pv30Uzg5OeG7774DoDkbW7duXTRs2NCiSSEgMzEcOXIkunbtiocPH+ptu379Otq2bYszZ84A0FxrSERERJYjaw5DuaehyWqWLVsGIYTsqWhMISsx7NSpE9q3b4+KFSuiRYsWePToEXr16oU6deqgSpUq+PfffwEAn3zyCd577z2LdJiIiIjoVdKlSxd4eHjgq6++yrbs5MmTZcWSPY/hxIkTsX37dri7uyM9PR3r16/H6dOnYWdnh2bNmmHLli348ccf5YYhIiKiTDgq+dWwYMECdO/eHcuXL8+y3N27dxEaGiorlqzBJ1qtWrVCq1atoFar8fz5c6Snp6NIkSIGRykTERGRZcg9HcxTybZh6NChEELgl19+wYoVK1ClShW9MomJidi/fz/S09NlxbJIYqilVCpRtGhRg9uWL1+ODz74wJLhiIiIiAq88PBw7N69W7qZyLFjx4yWzdPpakyVmJiIESNGMDE0IC4xCQDg7uoCAEhJiAMAOLm5vyyk0D3jn5ykqePs4qKzPjEpWXrs6uKs868lxCRo4nq6vYyrLFs3yzppj29Kjx18ygEAVHfPAgDsStewWN/ULl4Wa0uu5ETNzPTOrm45rqt9vUq9eK0yin/xWSni7goAiFFq/vid1SlG21MkxQAAUtM1ZRw9Nf9xSzVw/ihNrfvc0PudG7SfWzmfVYdiAQCA1OinRss4FdKfgN8SUp+HAwAcvX1118dE6DzXvvYAkB5+FQBg71spy7bt4l+2YVempm57XsWN1tO+HukPL2vilNI/ugAAysSol08y9T8zx6J+Rrdp9yPzD4qDgc9xZqr75wEAdv7BAICUWM0tVBXi5QdS+9o5eXjr1NX+rSlStXeDyP49lvP3mR/JHVnMUcm2YfTo0di9ezfGjh2LsmXLwt5eP31Tq9XYv38/Vq1aJSuWSYnhwIED9W55Z6q0tDQcP36c8xgSERFZGE8lvxpat26Ntm3bSvdDNqZ///7YsWOHrFgmJYY3b97EwYMHzU4OAfmHNomIiEiXWgioZfw2y6lL1vPHH3/g119/zbbc6tWrce7cOVmxTEoMhw8fjsuXL2PUqFEoWrSowUOYxqSlpeHAgQNYvXq12Z0kIiIielV9/vnnuHbtWrbl6tatiy1btuDjjz82O5ZJGV6XLl2wZ88ehISEmBVk0KBB2LNnj1l1iYiIyDCVWrPIqU8FR4kSJTB//vzcTwzt7Oyk27CY68GDB7LqExERkS6eSi6YDh48iKlTpyI1NRUA8PDhQ7z22mtZ1klOTsbly5dlTxVo8jlhT095I/p27NiBN998U1YbRERERAVds2bNsGTJEgwaNAi7du2CQqHA/v37s63n4OCA+fPny4ptlelqkpKS0LdvX0RHR1sjHBER0StBLQRUPGJYIJUqVQo7duzA4MGDsWvXriynoVEoFHBxcUHFihVlH8gzKTH85ptvsGHDBoSEhKBPnz7SelOmsUlLS8OJEycQFxcnq6OWsH37drz55ptYunQp+vXrl9fdISIikkVzWzs5iaEFO0MWp1QqsWDBAvTs2RMtWrSwSkyTEsMffvgB0dHRmDt3rk5imJNpbPJ6uprIyEh8+OGHedoHIiIiopyws7PD4sWLERsbK63z8PAAAERERGDcuHE4fPgw/Pz8MGHCBDRt2lRWPJMSw3Xr1mHo0KF4++23ddYPHToU58+fx6hRo1CiRAmDFzympqYiLCwM69evl9VRuYYOHcpJtomIqEDhqORXg7e35q4/FSpUQL9+/TBmzBgkJSWhZcuWuHz5MoQQePz4MV5//XUcPXoUNWqYf2cxkxLD2NhY3LlzBzNmzMAXX3whre/SpQt27dqF8ePHZ1n/ww8/xL59+8zupFyrV6/GkydP8M4772DlypV51g8iIiJL4qjkV4MQAoMGDcK8efNgZ2cHAJg2bRouXbqEEiVKYPfu3QgODsaaNWswbtw4WXc/UWZfBJg+fTrs7OwwZcoUnfUODg6YPn26SYEuXryY895ZwMOHDzFu3DgsX74cSqVJu0tERESUb9jb2+Onn36SksLIyEj8+OOPUCgUmDt3LoKDNfca7927N27duiUrlkmZ0pUrV/Dbb79h2LBhOuu1p5BNcerUqZz3zgIGDhyISZMmITAwME/iExER5RbVi1HJchbK/wICAuDi4iI9//bbb5GQkICGDRvinXfekdar1Wrcu3dPViyTEsOgoCB07NhRb/327dtNDjR8+HDTe2Uh8+bNg7OzMwYMGJCjeikpKYiNjdVZiIiI8hs1tCOTzVzyegfIJCVKlMDx48cBAEeOHMHs2bOhUCgQGhqqU27VqlVITk6WFcukxLBly5Y4fPiw2UGuXr0qO4PNqZs3b+K7777DwoULc1w3NDQUnp6e0uLv758LPSQiIpJHpRayF8r/vvnmG7Rt2xb169dHixYtkJqaioEDB6J58+ZSmTVr1uCjjz6SHcukwSchISFo0KABlEolihQpAkdHRygUCpNu0RIXF4eLFy9CpVLJ7qyp1Go13n//fcyaNQvFixfPcf2xY8di1KhR0vPY2Fgmh0RERJQnWrVqhb1792LevHnw8fFBq1atMGLECGn78OHDcf/+fbRs2VJ2LJMSw8KFC+Off/7ByJEjsW3bNunefQBMukULYN15DGfMmIHKlSujc+fOZtV3cnKCk5OThXtlmLuri85zJzd3/f5kWufs4qJXBgBcXZwt1zEASS8OR7s4a9r1dDMcNysOPuX01tmVNjyMXnVpv2Z71Zb62+6f12zzDzZY18ndK8d9y0r6A81gKXu/atmWTTu2DQDg0OBtAICzq5vZcQ29XlrO0S+OurtW0jxHOoCX+5725PbLdkporqlVqDVllNEPAQBJToWMtl/Mw1XnuTnvtzmMfW5TEl5Oiq/9G0iJi9Y8z/R+a/ddmZb4cqVXzv9TmFna45sAsn5fHL19AQCJSZq/F+3+2D3XvF92gbUBAOqbx19Wio8GACQd36lpP1DzObOv0VanbfWTO9JjuzI1s+zrs1kjpcf2zprvr8LDdAcHJq7XnHZy7TFWsyJD+3jxWVfd/k+n35k/3zlhyt9R5r9pJw/vHMdRpCbluI5WctLLusa+W/MzIXNUsinzEFP+UKdOHSxevNjgtrlz51osjsm3xCtZsiTWrVuHhIQE3Lp1C8+fP0efPn2wevVqo3WEEIiPj8fmzZuxYsUKi3Q4O+fOncOyZctw4sQJq8QjIiLKKyqhWeTUJ8oox/dKdnNzk4ZFu7i4mHSLlvbt22Pr1q05750ZfvrpJ1y9elWaFdyQ/v37o3///vjggw+wbNkyq/SLiIiIKL/LcWKY0eTJk00LYm+PNWvWyAllsuLFi6NSpUoGtz169AixsbHw8fGBp6cnSpYsaZU+ERER5QZOcE2WJisxzHjf5OwYmu4mN4SGhuoN39bq168fli9fjtDQUPTr188q/SEiIsotckcWc1QyZSYrMdQSQmDbtm3YsWMH7t27Bw8PDwQHB6N79+6oUqWKJUIQERERUS6TnRjeuXMHXbt2xenTpwG8HOG0ZcsWTJkyBX369MFPP/2EwoULyw1FREREGfBUMlmarMQwKioKLVq0wP379+Hk5ITGjRujSpUqKFy4MNLT03H//n3s2bMHHTt2RFhYGJydLTudChER0auMo5LJ0mQlhl9//TUeP36Mr776CiNHjoSnp6demZSUFAwYMACzZ8/Gl19+KSecbMuWLeMoZCIiIiIjTLolnjG//fYbli1bhsmTJxtMCgHNZNELFy7E+vXr5YQiIiKiTLSnkuUsRBnJOmKYkpKCXr16ZVvOzc0NMTExckIRERFRJmq1gFrGyGI5dalgkpUYFi1aFGq1Gkpl1gcew8LCEBcXl2UZIiIiyhm1zGsMmRdSZrJOJTdr1gwzZ840ul0IgQ0bNqBbt24WubEzEREREeUeWUcMQ0JCUKdOHfz111945513UKZMGSgUCjx8+BBXr17Fhg0b8OjRIzg5OWHSpEmW6jMRERGB09WQ5clKDP38/LBz50707NkTn376KRQKhc52IQS8vLywbt06VK1aVVZHiYiISJdKCKhkJHdy6lLBJOtUMgDUqVMH58+fx88//4zGjRvDy8sLjo6OqFKlCkJCQnDlyhW0bdvWEn0lIiIiolwk64hhUlISjh49iiZNmmD48OEYPny4pfpFRERE2eCoZLI0WYlh+/bt8e+//2LgwIFYuHChpfpU4MQkJEmPPd1c8rAnpkmNiQAAqBzcAABJyckAAGVqIgDAycP7Zdnn4QAAR29fAED6g4sAAHu/anrtZrUNAOyqtjTap3TPUpoymdYnbf9Fs75wMWnd4+1/AgA8AksCANybts22fSnO2d2aPtYwfJRbGw8AXN74CADg0OBtAEDqoQ0AAMcm3bONk53ncYnSY293VwCAMjFKp4yTmzsAICUuWvO8RKBeOw7Fy+g8t4t+CgDw8SoOwPBnMyVBM4OA2s4BAODy4o5FiUmaz4GrS/Z3MEpOTAAAOLu6ZVvWGEVqwssnL/bVyd1Lp0zas3sAAIcX+666/Z+0TXX3LABAOGpeP/uSFQzGSQ+/Kj1WO2viaD/PCqHOtp/pp3Zo6viU1awopbk/vIjV/B0lrg8FALj2GCvVSdk2CwDg8vZIAEDqwXUAgPBvhgEAfCfM0+zXi8+WKYqNnCU9vjJIU097I9KU/av1+gAA9nU66bWjCr8BALALrK3Zj/RUozG1fw/av4XMjP2tZ0V966SmH+7FpXUOxQIMl1VovhGcfcrpbTP2Gcz8XGS6BMrWqCDzzicW6wkVFLJOJV+8qPmhr1OnjkU6Q0RERER5R1Zi+NVXX8HDwwODBw/OtmybNm3khCIiIqJMeOcTsjRZieGIESMwd+5cfPLJJ4iMjDRabufOnQgLC5MTioiIiDLRjkqWsxBlJOsawypVqiAlJQUJCQlYsWIFihYtqlcmMTERz549kxOGiIiIiKxAVmLYtGlTLFmyRHoeHx9vtGzmOQ6JiIhIHrVaQMVRyWRBsk4lf/7553BxccGuXbtw/fp13L59W2+5efMmFi1aZKn+EhER0QuqF4mhnMWahBBYsGABgoODUa5cOdSrVw/btm0zq63Y2FiEhISgfPnyKFu2LDp27IgLFy5kWWffvn1o0aIFAgMDUblyZXz77bdQqYyPzTYnRnJyMnx8fKBQKHQWV1fXLC+7yy9kHTGsXLky3nvvPbz++utZlhs4cCCTQyIiIguTm9xZMzEUQqBv374ICwvDX3/9heDgYBw8eBDt2rXDN998g1GjRpnc1vPnz9GiRQt4e3vj+PHj8Pb2xg8//IAGDRpg165daNq0qV6d+fPnY8SIEVi1ahW6d++OR48eoWXLljh27Bg2btwIOzs72TEA4Ndff8WTJ0/01vfr1w9FihQxeR/ziqzEEAAWLFhgUrmjR4/KDUVEREQ26qeffsLq1auxfv16BAcHAwCaNWuGzz77DF988QUaN26Mhg0bmtTWgAEDcO3aNdy8eRPe3pq5dUeNGoVNmzahe/fuuHTpEry8vKTyp06dwscff4zBgweje3fNXLMlS5bEnDlz0K5dO3z//ff48ssvZcUAgPT0dPzwww/Yv38/SpQoobOtVKlSJr9WeSnHp5Lnzp2LoKAguLm5oXz58pg8eTJSUlJyo29ERESUBZVa7ulk6/QzLi4OU6ZMgaenJ9555x2dbX379oVarcZnn31mUluHDh3Cb7/9hjZt2sDPz0+vrUePHmH69Ok660NCQqBSqdC/f3+d9W3btkWJEiUwefJkREW9vImAOTEAYO3atahbty5atGiBypUr6yzu7u4m7V9ey1FiOGTIEHzyySe4fPkykpKScOvWLXz99dfo1KkT1GorfbqIiIgIgO1cY7hz505ERUWhXr16cHBw0NlWuXJleHl54dixYzh//ny2ba1atQoA0LhxY71t2iOOS5cula4dfPz4Mfbt2wdnZ2fUrl1br06DBg2QlJQktWtODEBzqvzbb7+Fq6sr9u7di7S0tGz3JT8yOTHcs2cPFi1aBCEEHB0dUadOHZQtq7kFVFhYGJYuXZprnSQiIiLbtWOH5taR2rwhI4VCgWrVNLdPNGXO4507dxptKygoCADw9OlT6e5sO3fuhBACAQEBetcRApBOa2eMndMYAPDbb7/h4sWLWLp0Kdq0aQNfX19MmTIFSUlJem3kZyYnhsuWLQMA9OzZEw8fPsSJEydw48YNHDhwACVKlMCGDRtyq49ERERkgK0cMTx9+jQA6J2W1dJeq3fmzJks24mMjMS9e/eMtuXg4AA3NzedtnIa25wYgOb0c/Xq1eHp6QkAiIiIwKRJk9CgQQOpPVtgcmJ4/PhxVKpUCStXrpQuwgSAJk2aYN68ebh27VqudJCIiIgMU8tMCrXzGMbGxuoslh47oL3RRebBGloZkylT2slJWzmNbU4MAPjuu+9w9uxZREZG4vDhw9KMLefPn0f79u2RkJCQ1a7lGyYnhs+ePcO7775r8DBsx44ds63PU81ERET5k7+/Pzw9PaUlNDTUYLkxY8bozc+X3dKvXz9p/j5XV1eD7SqVmnQkOTk5y35mnAfQ1LZyGtucGBnZ2dmhUaNG2L17N77//nsAwOXLlzFr1iwje5W/mJwYxsXFoXjx4ga3OTg4wN/fP8v648aNy1nPiIiIKEsqIfNU8ot7Jd+/fx8xMTHSMnbsWIPxpk+fDiFEjpZly5bB0dERgGaAhiGpqakAoHNG0hBtOzlpK6exzYlhzKhRo6TR1uvWrcuybH5hcmKoVqsRHh4OtVqtt0RGRsLf3x9CCL1tsbGxmDdvHp4+fZqb+0FERPTKsdQ1hh4eHjqLk5OTRfvp4+MDAEZPp0ZHRwMAihYtalI7OWkrp7HNiZGVr776Cu7u7rh582a2ZfODHE1wPXPmTMycOdPodlvJhq3N081Fepwao7kewdEz+w9TduISNSOd3F1d9LalxMcAAJwKeZrcXvKLkVMKheb/C4VetKttS+Wgf0jd0dtX57m9XzWj7We1zZj0s7sBAMoS5TQrPHT/d+byxkcAgIS130jrAkJ1L1tIPaQZGKW9COJy/7cAAFWW/q7fxxptAQA3PtZMgFr+Z91BVdp4Galu/wcAcGzSPeudyULies1pG9cemv+lu4mMpyc0r7s6IRaA/v/mnNy9sm0//cGLkXOFiumsz/jZ1BIv3n8XZ+ds2zXG2dXN7LpajoV99NalPdNcwO1QLEDnXy27wJdTUagu7QcA2JeuAQBIP/2X5nmt9jp17H0rvaxz5wwAINVOc8RAqU7Xjf9Y88Xu4FPuZf06nQz2P/XKKQAv39OMXN4eqenTKc1ITcdmPQEAvi/+NcXfVeoAAF6/rIlzsmNraVvJBuV1yjq17GNyu9rP8ZVBbwMAKi/eZrSsXRHd9yhl3woAwLN/DgIA/P6nueOVdj8B46+X+uZxAIDq+WMAgEPZutK29PCrmroZ3isAsEvX/J2kP9C8Lxm/YzJ/BlMS4gAATm66c8nJ+ZyT6apXr45bt24hPDzc4HbtnUJq1qyZZTv+/v4oXLgwoqKiEB4ejho1auhsj46Olo7maduqXr06AJgc25wYWSlcuDBq166tM4I5P8vRPIY5PXyccSEiIiLLspVRye3atQMAg8mREAK3bt0CALRv315ve2Zt27Y12taNGzcAAOXLl0f58uV1Yl++fNlgPqKt06FDB7NjZKdkyZIm39Ulr+XoiOHgwYPRuXNnoxdjGhIfH4+NGzdi5cqVOe4cERERGZeuFrCTkdylWykx7NmzJ0JCQnDkyBGkp6fD3v5l+nHhwgXExcWhefPmRqeUyWjw4MFYv349Dhw4gNGjR+tsO3LkCACgd+/e0rrKlSujWbNmOHjwIE6fPq0zybVarcbx48fh7u6OTp1eHs3OaYzsXLhwAT/88IPJ5fOSyYmhp6cn5s+fb1aQDh06YOvWrWbVJSIiIsPkHvWz1hFDLy8vjBs3DmPGjMH27dvx9ttvS9uWL18OhUKBadOm6dQ5f/48hg4diubNm+uMkn7ttdfQvn177N69G0+ePNG5J/GKFStQokQJjBw5Uqet6dOno1mzZlixYoVOYrhz5048e/YM06ZN05maxpwYz58/R+HChaFQKHTWb926FY0aNZKmr8nvTD6VPHz4cPODKJX4+OOPza5PREREtm306NHo2LEjRo8eLU34vHnzZsyZMwezZs1CkyZNdMovWLAAhw8fxvTp03WmkAGAJUuWwNfXF0OGDEFiYiLS09Px5Zdf4urVq9i0aZPe/IONGzfG1KlTMX/+fOzduxeA5jTxsGHD0LVrV4SEhOj1NycxtmzZgiJFiqBhw4Y4fvzF9bIqFVauXIkTJ05g7ty5cl8+qzH5iOHUqVNlBZJbn4iIiHSpZR4xVFvpiCGgmd9v27ZtCA0NRevWraFWqxEYGIi///4bzZs31yvfpUsXrF27Fk2bNtWbFsbX1xeHDx/G2LFjUa1aNdjb26Nhw4Y4e/YsAgMDDcYfM2YMypQpg9GjRyM2Nhaenp743//+h379+knzEpob47XXXkPv3r2xe/duNGvWDDVq1EDjxo3Ru3dv9O3bV8arZn05usaQiIiI8g+VeDkXobn1rcnBwQFfffUVvvrqq2zLtmrVSu9IYUY+Pj45vnlGz5490bOn6aP/TY3h5eWF1atX56gv+VWORiUTERERUcHFI4ZEREQ2ylYGn5DtYGJIRERko5gYkqXxVDIRERERAeARQyIiIpvFI4ZkaUwMiYiIbJRKqKFSq2XVJ8qIp5KJiIiICACPGBIREdksW5rgmmwDE0MiIiIbpVILKHmNIVkQE0Mrc/QsmuX25KQkAICzi0u2bbm7Gi/jVMgzy7rxiZo4qaqXXwre7q6adSlxBttKiYt+scY5275ppR7ZLD12bNTF5Hpa6tjnmro12mZZzq3XBONtJGj259bI3gCAKkt/BwDErZgslXF/f7JOnfI/b9B5rrpzRvPvo5vSuqiD+wEAxbp+kGXfbnzcXa/d26M1t0gKnLkSAODaY6xOHfuYhy+feGhuBWVv5DVIe6a556hDsQCjfVAma14De79qRsto319ndy8A+p9FVxfT3/fcIhw0fUh7rHkfHHzKGS1rV7UlAEB97RAAwL5We83zWyc1/7poPtf2JStIdbTrlHf+02x78Zon714CAHBuO9DkvmZ+Tw1RvXjNjX0RR80bIz0uPGw6ACBi9ucAgNcvn9Ipa+doJz0uNWmBSX289P6b0uOqK/4AAJzv1REAELx2JwAg9ZDmM+vYRPM5Ptu9g1Sn0qCuAICFhSsDAAZHXQEAPJu9CgDg96KcfZ1O2fZFpKUAAGKPHQQAFKn3lrRNkZpksI7Ti8+q6vldvW0pL747nF78/Ti5uWfbB1uUrgYUMpK7dF5iSJnwGkMiIiIiAsAjhkRERDaLp5LJ0pgYEhER2SgmhmRpPJVMRERERAB4xJCIiMhm8YghWRoTQyIiIhvFeQzJ0ngqmYiIiIgAFPDEUAiBBQsWoEaNGnB2doa3tzc6d+6MkydP5nXXiIiIZFO9OGIoZyHKqEAnhkOGDMHQoUNx7tw5pKenIyoqCr///jsaN26MLVu25HX3iIiIZBFCQKhlLIKJIekqsInhn3/+ia1bt2L58uWIjY1FcnIytm3bhmLFiiEtLQ39+/dHREREXneTiIiIKN8osInhsmXL8Pfff+P999+Hu7s77O3t0blzZ6xduxYAEBsbi99//z2Pe0lERGQ+tVrIXogyKrCJYbNmzVCzZk299a1bt0atWrUAAM+ePbNyr4iIiCxHCCF7IcqowCaGH3/8sdFtFSpUAACULl3aWt0hIiKyOFnXF75YiDIqsIlhViIiIuDk5IT27dvndVeIiIiI8o1XboLrxMREHDlyBIMGDYKXl5fBMikpKUhJSZGex8bGWql3REREppN7nSCvMaTMXrkjhosXL4a7uzumTJlitExoaCg8PT2lxd/f34o9JCIiMo1Qy1+IMlKIV+jK08jISFStWhXLly/P8jSyoSOG/v7+iImJgYeHR672MTkxAQDg7OqWq3FMkZiUDABwdXHO456Y507IBwCAMt8uN7j9fK+O0uPgtTt1tk111VyHOj7xutH299dtBABoefKIwe1/ldMMcgp+v760rtSkBdl122Tqm8c1/0brD6Kyr9MJAJD+SNN/+5IVdLanPbkNAHAoEWix/lhDbvQ7Pfyq9NjetxIAIGXPUs1zv/IAALvKzSwWDwAS1n4DAFDYOwIAlO5eAADn9oMtGiezAw0aAwCaHzsMALg1sre0reysNTplk7bNAgC4vD0y23aHKsoAAOaLOyb3RX3jKABAWb6hyXXSH1wEANj7VTO5Tl6IjY2Fp6dnrv5maGM0mPwH7J3N/71IT07AsclvWuX3jWzDK3Uq+cMPP8QXX3yR7bWFTk5OcHJyslKviIiIzCN3ZPErdGyITPTKJIbTpk1DQEAARo8endddISIisgheY0iW9kokhqtWrcLVq1exbNmyvO4KERERUb5V4BPDLVu2YNu2bVi3bh0UCoXONpVKhfDwcA4uISIimyR3LkLOY0iZFehRydu2bcPy5cuxevVq2Nvr5sCPHz9Gv379cOvWrTzqHRERkUxyJ7dmYkiZFNgjhqtXr0a/fv1QqFAhlCpVSmdbamoq4uLi4O/vjxUrVuRRD4mIiIjylwKZGO7YsQN9+/aFEALR0dFGy/Xq1Uvv9DIREZGtUAsBhYyRxWqOSqZMCmRi2KlTJ6jVnLWTiIgKNiFkXmPIxJAyKZCJIRER0auAg0/I0gr04BMiIiIiMh2PGBIREdkotRpQyJrg2oKdoQKBiSEREZGN4i3xyNJ4KpmIiIiIAPCIIRERkc0Sas0ipz5RRkwMiYiIbJRaLWReY8hTyaSLp5KJiIiICACPGFpdXGISAMDd1cXgdmdXN7PbTn0eLj129PY1u52UuGgAgKu7l9ltmEJ1YS8AwC6oda607+juqvM8Zf9qAIBTyz4AgOC1O43WHZ94Pdv2W548kuX29jdPZ9vGvur1AQCBbStp/p25Mts6WspymrpZ/e/OvmQFAID61kkAQPrDGwAAx2Y9TY6TnziUCMxye/LuJdJj57YDTWrT3reS3jqnNv11nqvunAEA2JWpqXn+4rMLmPf5des1AQCQsPYbAIBz+8E5bsMczY8d1u1HySJGy7q8PTLb9uJWTAYAzBd3ctwXZfmGAID0s7sBAPY12mZbx96vWo7jFHScx5AsjYkhERGRjWJiSJbGU8lEREREBIBHDImIiGyWWggoZMxFqOY8hpQJE0MiIiIbxVPJZGlMDImIiGyUEDITQx4xpEx4jSERERERAeARQyIiIpsl1ELWJNU8lUyZMTEkIiKyUUIIWaeDeSqZMuOpZCIiIiICwCOGRERENoujksnSmBgSERHZKLVaADKSOznXJ1LBxFPJRERERASARwyJiIhsllCrINQqWfWJMmJiSEREZKOYGJKl8VQyEREREQHgEUMiIiKbJdRqmUcM1RbsDRUECsHZLbMVGxsLT09PxMTEwMPDI6+7Q0RE+Zg1fjO0MXy7z4XS0cXsdtSpSQjfMJy/byThEUMiIiIbJYTMawwFrzEkXbzGkIiIiIgA8IghERGRzeKoZLI0JoZEREQ2iokhWRpPJRMREZFVCCGwYMECBAcHo1y5cqhXrx62bdtmVluxsbEICQlB+fLlUbZsWXTs2BEXLlzIss6+ffvQokULBAYGonLlyvj222+hUmWdHKtUKqxevRpBQUHYv39/tv0yJ0Z+wsSQiIjIRmmPGMpZrNZXIdC3b19MmTIFa9aswc2bN/HDDz+gd+/e+OGHH3LU1vPnz9GkSRMcPXoUx48fx61bt9CmTRs0aNAA//77r8E68+fPR/v27fHRRx/h9u3bCAsLw6+//opu3boZTNzS09OxaNEiBAcH47333sPFixez7VdOY+RHTAyJiIhslHYeQ/MX681j+NNPP2H16tWYNWsWgoODAQDNmjXDZ599hi+++AJHjx41ua0BAwbg2rVrWL16Nby9vQEAo0aNQo0aNdC9e3dER0frlD916hQ+/vhjDBo0CN27dwcAlCxZEnPmzMHWrVvx/fffG4zTrl07HDp0CF5eXtn2ydwY+Q0TQyIiIspVcXFxmDJlCjw9PfHOO+/obOvbty/UajU+++wzk9o6dOgQfvvtN7Rp0wZ+fn56bT169AjTp0/XWR8SEgKVSoX+/fvrrG/bti1KlCiByZMnIyoqSmebvb09AgICULhwYVSsWDHbfpkTIz9iYkhERGSj1GqV7MUadu7ciaioKNSrVw8ODg462ypXrgwvLy8cO3YM58+fz7atVatWAQAaN26st61hw4YAgKVLl0qnbh8/fox9+/bB2dkZtWvX1qvToEEDJCUlSe0a4uzsnGWfLBEjv2BiSEREZKNs5RrDHTt2AADKli2rt02hUKBatWoAgLCwsGzb2rlzp9G2goKCAABPnz6VrgncuXMnhBAICAiAnZ2dXh3tae2sYisUimz7JDdGfsHEkIiIiHLV6dOnAUDv1K+W9hq+M2fOZNlOZGQk7t27Z7QtBwcHuLm56bRlqdhZsUYMa+E8hkRERDbKUvMYxsbG6qx3cnKCk5OTrL5l9OzZMwAwOojD09MTABAREWFSO9m1lZCQILVlqdim9Cs3Y1gLjxgSERHZKpUKQsaCF9fh+fv7w9PTU1pCQ0MNhhszZgwUCkWOln79+iEyMhIA4OrqarBdpVKTjiQnJ2e5u9p2ctKWpWKb0q/cjGEtPGJIRERko4RQAXKOGApN3fv378PDw0Nab+xo4fTp0/VG/Jpi48aNSE9PhxDC4PbU1FQAkKaeMcbR0VF6bGpb2jpyY5vSr9yMYS1MDImIiF5xHh4eOomhpfn4+ODWrVtISEgwuF0772DRokWzbUfL1La0deTGNqVfuRnDWngqmYiIyEbZygTX1atXBwCEh4cb3P7kyRMAQM2aNbNsx9/fH4ULFzbaVnR0tHR0TtuWpWJnxRoxrIWJIRERkY2ylelq2rVrBwAGbysnhMCtW7cAAO3bt8+2rbZt2xpt68aNGwCA8uXLo3z58jqxL1++bPBUr7ZOhw4dso1tjDViWAsTQyIiIspVPXv2hIeHB44cOYL09HSdbRcuXEBcXByaN29udLqXjAYPHgwAOHDggN62I0eOAAB69+4tratcuTKaNWuGuLg4aVoZLbVajePHj8Pd3R2dOnXK8X5ZM4a1MDEkIiKyUZpTyfIWa/Dy8sK4cePw/PlzbN++XWfb8uXLoVAoMG3aNJ3158+fR5MmTTB27Fid9a+99hrat2+P3bt3S6dotVasWIESJUpg5MiROuunT58OpVKJFStW6KzfuXMnnj17hrFjx2Z5P2RtMqu9m4ohcmPkF0wMiYiIbJStnEoGgNGjR6Njx44YPXq0NEn15s2bMWfOHMyaNQtNmjTRKb9gwQIcPnwY06dP15mmBgCWLFkCX19fDBkyBImJiUhPT8eXX36Jq1evYtOmTXoJWOPGjTF16lTMnz8fe/fuBaA5FT1s2DB07doVISEhRvsdGRkpnQo+evSo0XJyYuQnHJVMREREuc7Ozg7btm1DaGgoWrduDbVajcDAQPz9999o3ry5XvkuXbpg7dq1aNq0qd40L76+vjh8+DDGjh2LatWqwd7eHg0bNsTZs2cRGBhoMP6YMWNQpkwZjB49GrGxsfD09MT//vc/9OvXT5pnMLOmTZvi5MmTSElJAQBMmDABs2fPxpIlS/DGG29YJEZ+oxDGJt0hifbNjYmJydXh/EREZPus8ZuhjeHW6GMo7M2/Q4lIT0HCkZ/5+0YSHjEkIiKyUWq1CgoL3BKPSMs2jmvKkJqaiunTp6NSpUooV64cWrRoYXAkExEREdGrrkAfMUxJSUGHDh3w5MkT/P333wgICMDGjRvRpk0brF69Gt26dcvrLhIREZlNqNSAQsYRQ5V1RiWT7SjQiWFISAjCwsJw7NgxBAQEAAC6deuGrVu3ol+/fqhbt67Ri1SJiIjyO0vdK5lIq8CeSr5z5w5++eUXVK1aFfXr19fZ1rdvXyQmJurNjURERGRLbGm6GrINBTYxXL9+PdLT09G4cWO9bQ0aNAAAbN26VW9uJCIiIqJXVYFNDHfs2AEAKFu2rN42b29vlCpVCqmpqTh06JC1u0ZERGQRPGJIllZgE0PtvQqN3XdROyv6mTNnrNQjIiIiy2JiSJZWIAefJCcnIz4+HgCM3pfQ09MTABAREaG3LSUlRZrlHABiYmIAaCYUJSIiyor2t8Iq949QpUFWFFWapXpCBUSBTAwzXjfo6upqsIz21jTJycl620JDQ/G///1Pb72/v7+FekhERAVdXFycdBDC0hwdHeHj44PHlzbIbsvHxweOjo4W6BUVBAUyMcz4ATf2P7bU1FQA0Lv/IgCMHTsWo0aNkp6r1Wo8f/4cRYoUgUKhsHBvLS82Nhb+/v64f/9+gbjFEfcnf+P+5G/cH+sTQiAuLg6+vr65FsPZ2Rm3b9+WfsvkcHR0hLOzswV6RQVBgUwMvb294ejoiNTUVCQkJBgsEx0dDQAoWrSo3jYnJyc4Oenee9LYKen8zMPDI99+cZqD+5O/cX/yN+6PdeXWkcKMnJ2dmdCRxRXIwSd2dnaoWrUqACA8PNxgmSdPngAAatasaa1uEREREeVrBTIxBIB27doBAC5evKi3LSIiAjExMXBzc0OzZs2s3TUiIiKifKnAJoYDBw6EUqnEgQMH9LYdOXIEANClSxe9U8YFgZOTEyZNmlRg9o37k79xf/I37g8R5YRCWGU8fd4YNmwY5s+fj9OnT+ucMu7atSt27tyJCxcuGJwAm4iIiOhVVKATw4SEBLRo0QL29vbYuXMnChcujJ9//hmjR4/G6tWr0bVr17zuIhEREVG+USBHJWu5ubkhLCwMEydORN26daFUKhEUFIQTJ06gevXqed09IiIionylQB8xJCIiIiLTFdjBJ0RERESUM0wM80BqaiqmT5+OSpUqoVy5cmjRooXB0dMAcPPmTfTp0wfFihWDk5MTqlSpgqlTp+rcyzm3Ymv9999/6NSpEwIDA1G+fHmEhIQgKSlJVptaKpUKDRs2RJkyZQrE/ly/fh1jx47FW2+9hU8//RS//vqrTe1PYmIiJk6ciEqVKsHPzw8+Pj7o1KkTDh8+nKP9yM390dqxYwcaN26MZcuWWaQ9W9gfW/g+yMn+ZJYfvw+IXjmCrCo5OVm0atVKVK1aVdy9e1cIIcSGDRuEg4OD2LBhg07ZCxcuiMKFCwsAwt7eXgCQlqZNm4rExMRci631+++/CycnJ/H9998LIYSIjo4WTZo0EY0aNRLx8fFmtZnR119/LQCI0qVL52hf8tv+pKamijFjxojixYuLFStWCJVKZXP7k5SUJOrXry8qVaokzp07J4QQIiUlRYwaNUrY2dmJbdu25fn+CCHE+vXrRf369aW/haVLlxrtgynt2cr+2ML3QU72x5D89n1A9CpiYmhln376qQAgjh07prO+V69ewtXVVdy6dUtaV79+fdG1a1dx8eJFoVarxYMHD0Tfvn2lL9yxY8fmWmwhhLh3755wd3cXHTp00Fl/5coVoVAoxLBhw3LcZkanT58W3t7eZv8Q5Jf9SUhIEK1btxaBgYFZ7m9+35+ZM2cKAOLw4cM6ZVUqlShfvrwoWbJkjhLe3NgfIYS4efOmSE5OFhUqVMgy8TC1PVvZH1v4PsjJ/mSWH78PiF5FTAyt6Pbt28Le3l5UrVpVb9vOnTsFANGjRw8hhBBnzpwR3bt3F2q1WqecWq0WzZs3FwCEv79/rsTWGjhwoABg8H/b2iMCOW1TKzk5WQQHB4uFCxea9UOQX/YnPT1dvPHGG8LDw0PcuHEjR/uQ3/anY8eOAoDBI09du3YVAMSTJ0/ybH8UCoW4dOmStK579+5ZJh45bS8/748tfB/k9P3JKD9+H+Tk80FUkPAaQytav3490tPT0bhxY71tDRo0AABs3boVkZGRePDgAb799lsoFAqdcgqFAp9//jkA4NmzZ7kSGwDS0tKwceNGADBYp2HDhgCQozYzmjhxIlq0aIHXX3/d5H3Ij/szceJEbN++Hd9++y3KlStn1r7kl/1xc3MDABw9elSvfFxcHHx9fVGsWLE82x8hBBYvXiytc3Z2NhrfnPby8/7YwvdBTvYns/z4fZCTzwdRQcLE0Ip27NgBAAbvtuLt7Y1SpUohNTUVhw4dQqdOnYxegF2hQgUAQOnSpfW2zZw5E+7u7vjuu+/Mjg0ABw8eRGxsLJycnFCqVCm9OsHBwdJjU9vU+vfff7Fjxw7MmDHD4P7Zyv5cv34d33//Pfz8/DBw4MBs9yW/789bb70FQHPHoISEBKlsZGQkDh48iO+++04vMbH2/oSFhUnrMvclI3Pay8/7YyvfB6buT0b5+fsg8+eD6FXAxNCKTp8+DQDw8/MzuN3LywsAcObMmSzbiYiIAAB07txZb9vy5csRHx+PFStWyIqtLW/oSzNjeQDw9fU1qU1AczeaQYMGYdmyZXBxcTFYL6P8vD8zZsxAamoq3n77bSxevBidO3dGhQoVULlyZYSEhCA+Pt6m9qd3795o3749rl69ivbt2yMqKgpqtRrDhw/HL7/8gt69e+f5/pw/fx4qlcpgGUPxc9peft2frOSn74Oc7k9+/z6wxPtDZGuYGFpJcnKylChk/NHOyNPTE8DLL3pj9uzZA2dnZ3zyySd628aPH486depg/PjxsmJrT0sZK5/xS9zBwcGkNgFg1KhR6NWrF+rVq2ewTmb5dX/S09OxdetWAMDZs2cRFBSELVu24NixY6hVqxZmzJiBli1bIjEx0Sb2BwCUSiU2b96Mdu3a4d9//0WTJk0wZMgQTJgwAf369TPYhrX2R1s+PT0dMTExBstkZG57+XV/spIfvg/M3Z/8+n1gyfeHyNYU6Fvi5ScZr0tzdXU1WEap1OTpycnJRttJSUnBokWLMGHCBIP/O+7Zsyd69uwpO7a2jrHyGY+G2dnZmdTmX3/9hTNnzuCXX34xWN6Q/Lo/Fy9elNr8/fffpR8Yb29vLFu2DMePH8epU6cwefJknVNk+XV/MsZfu3Ytxo8fj4MHD2Lx4sW4ffs2Nm7ciMKFC+u1Ya390ZbP3F9jzG0vv+6PMfnl+8Cc/cnP3weWen+IbBGPGFqJo6Oj9FgYuQthamoqAE1yYcz06dNRvnx5jBkzJldja+sYK59xvbu7e7ZtRkVF4ZNPPsGKFStgby/v/yP5YX8ePHgAQPPDkvmog5OTk3TNoSmT++aH/dG6e/cuRowYgZ9++gn//vsvmjdvjr1796Jp06Z4+vRptvuSW/ujLZ+5v9n1wRLt5Yf9MSa/fB/kdH/y+/eBpd4fIlvExNBKvL29pS+jjBf2ZxQdHQ0AKFq0qMHtJ06cwLp167Bp0yajR4EsFdvHxyfL8hmvu0lLS8u2zWHDhuHTTz9FpUqVTO63Mflhf2JjYwEAHh4eBst26tQJgOaUVXaXBuSH/QE0p9latmyJPn36wMHBAZ6envjzzz/RrFkzXLp0CX379s1yP3Jzf7Tl3dzcTBrtasn28sP+GJKfvg9yuj/5/fvAEu8Pka1iYmgldnZ2qFq1KgAgPDzcYJknT54AAGrWrKm37fHjxxg2bBh+++03FC9ePNdjV69ePcvyGafGyK5NHx8frF+/Hp988gkUCoXOEhgYCEBzpEq77s6dO/l6f2rWrClN26JNEDPLeFpPrVYbLKOVH/YHACZMmIDw8HC0adNGKuPq6opt27bB398fu3fvNunWeLmxP1n9bRhiyfbyw/5klt++D3KyPw8ePMj33wdy3x8iW8bE0IratWsHALh48aLetoiICMTExMDNzQ3NmjXT2RYXF4eePXti4cKFqFixolVit2rVCo6Ojnj69KnBI143btyQHpvSZqVKlQwu2ukl7O3tpXXGBkvkp/2pXbs27OzskJiYaPCHS3uUoXDhwibN/ZfX+wMAW7Zsgbe3t96pPW9vb2muvOPHj2e7L7m5Px06dDApvqXby+v9ySg/fx+Ysj8KhcJmvg/MeX+IbJ715tKma9euCaVSKYKDg/W2/f777wKAeP/993XWx8fHi3bt2ol//vnHYJum3oLNnNja221t3rxZr07t2rWFQqHIcZuZ3b5926w7HeSH/WnXrp0AIH755Re98ufPnxcARP/+/W1mfzw9PYVSqRQpKSl65Xfs2GF0X621P0qlUly7dk1a98EHH2R5Z42ctpff90eI/P19YM7+ZJafvg9y8vkgKkiYGFrZ0KFDBQBx+vRpnfVdunQRLi4u4ubNm9K6+Ph40b59e7Fr1y69dtRqtdixY4d45513dNavW7dO1K1b1+BtnnISWwghbty4Idzc3ETnzp111muTnsGDB+e4zcyy+yHIz/tz6tQpYW9vLypWrCiSk5N1yn/++ecG78+an/dH+0O+cuVKvb5NnDhRODo6irt37+bp/mTUp08fAUAsXrxYL7Y57eX3/bGF74Oc7I8h+e37gOhVxMTQyuLj40WdOnVEgwYNRGRkpFCr1WL27NnC0dFRbNy4USoXFRUlGjVqJBwdHUWRIkV0lsKFCwsHBwcBQCxatEin/WrVqgkAIigoyOzYGa1atUrY29tLycLdu3dFjRo1RJMmTURCQoJZbWaU3Q9Bft+fxYsXCwCid+/eIiEhQQghxObNm0WhQoXEli1bbGp/nj59KipUqCCKFi0qdu3aJdRqtVCr1WLdunXC1dVVzJ8/P8/3RysxMVEEBwcLAGLQoEEG28pJe/l9f2zl+8DU/TEmv30fEL2KmBjmgdjYWPHpp5+KwMBAUa5cOdG5c2dx9uxZnTL169cXALJcnJycRFRUlE69adOmCTc3NzF9+nSzY2e2e/du0ahRIxEYGCiqVasmZs6cqXO60Zw2tbL7IbCF/dm+fbto2LCh8PLyElWqVBFvvfWWOHHihE3uT2RkpBg1apQIDAwUxYoVE6VKlRLt27cX+/btyzf706NHD+Hq6qrzt+Dt7S3mzZtnVnu2sD+29H2Q0/cno/z4fUD0qlEIYWQiJyIiIiJ6pXBUMhEREREBYGJIRERERC8wMSQiIiIiAEwMiYiIiOgFJoZEREREBICJIRERERG9wMSQiIiIiAAwMSQiIiKiF5gYEhEREREAJoZERERE9AITQyICACxduhQeHh5YunRpXnfFJgkhsGDBAtSoUQPOzs7w9vZG586dcfLkSaN1/vvvP3Tq1AmBgYEoX748QkJCkJSUZLH2cxrDXMeOHcP7779v0Tat6cmTJwgJCUH16tVNKr9161YoFAq9pUePHrncUyIryNtbNRNRftGxY0cBQHTq1Cmvu2KTPvzwQwFAABB2dnbSYwcHB7F582a98r///rtwcnIS33//vRBCiOjoaNGkSRPRqFEjER8fL7t9c2KYq0ePHsLJyUk8efLEYm1aw/3798XIkSOFi4uLACBKly5tUr169epJr3/G5ejRo7nbYSIrYGJI9Ar6559/9Nbt2rVL1KtXT+zatSsPemTbdu7cKYoWLSqWL18uYmNjRVpamti2bZsoVqyYACA8PDzEs2fPpPL37t0T7u7uokOHDjrtXLlyRSgUCjFs2DBZ7ZsTw1wPHjwQ9vb2AoD4+uuvLdKmtTx8+FAkJSWJX3/91eTE8O+//xZNmzYVly9f1lmuXr2a+x0msgImhkSvGJVKJYKCgvK6GwVK9+7dxenTp/XW79mzRzqatGTJEmn9wIEDBQCxYcMGvTr169cXCoVCXLp0yez2zYlhrjFjxgh3d3cBQJQqVUqkpaXJbtPaLl26ZHJi+Nprr4k///wz9ztFlEd4jSHRKyY0NBQXLlzI624UKM2aNUPNmjX11rdu3Rq1atUCADx79gwAkJaWho0bNwIAGjdurFenYcOGEEJg8eLFZrVvbgxzJCUlYfHixdi0aRMcHBzw8OFDbNmyRVabecHZ2dmkcsePH8fhw4dx9+5dXLlyJZd7RZQ3mBgSvUJ+/fVXTJw4Ma+7UeB8/PHHRrdVqFABAFC6dGkAwMGDBxEbGwsnJyeUKlVKr3xwcDAAICwszKz2zY1hjpUrV6JOnTpo27YtunbtCgCYM2eO0fKfffYZnJycpMEa+/fvl7YFBQVJ68uUKWOw/qJFi1CrVi34+flBqVRK5T09PVGhQgUMGTLErP1QKBQmlZs2bRqSk5MxdOhQVKlSBfXq1cOuXbvMikmUXzExJHpFzJgxA6GhoRBCAADKly+P8uXLY9y4cUhISMCiRYtQu3ZtTJ48WadebGwspkyZAi8vLwDA8+fP0b9/f3h4eKB06dJYtmyZVHb//v1o0qQJXF1dUatWLRw5csRgXy5duoRevXohKCgIhQoVQvXq1fHrr7/mxm7nuYiICDg5OaF9+/YAgNOnTwOAwYQNgPQ6nz9/HiqVKsft50YMY2bPno3PP/8cADBy5EgAwL///oszZ84YLP/jjz/i9u3bKFq0qN62CxcuYOXKlUZjDR48GIMHD8a4cePw4MEDXL9+HQEBAQCAMmXK4Pr161iwYIHZ+5KdyMhIREREoFKlSrCzswMAnDx5Eu3bt8fIkSOlvysim5e3Z7KJyNrw4po0rUuXLolevXoJZ2dnAUBMmjRJ2rZw4UIRGBgo1YmMjBRVq1YVvr6+UnmlUimOHDkitm7dKpycnIS/v780arZIkSIiOjpaJ/5ff/0lypQpIw4ePCiE0IwMrVmzpgAgJk+ebJXXwFoSEhKEi4uL+Oijj6R1ISEhAoCoXbu2wTq7d+/Web1z2r6lYxize/duERwcrLOucePGAoAYMGBAlnWbNWsmAIiwsDCd9Tdu3DB4rd++ffsEANGmTRud9UuWLJH248GDB2bthxBC3L59O0ejkqOiosSvv/4qSpYsKcWfOHGi2fGJ8hMeMSR6xVWpUgVr1qxBnz599Lb17dsX27dvl55PnDgRCxcuxMOHD/Hs2TM0atQIarUa48ePx9q1a3Ht2jXcu3cPd+7cgZ+fHyIjI/Hnn39K9SMjI9G7d29Mnz4dTZs2BQD4+flh4cKFAIApU6bgxo0bubzH1rN48WK4u7tjypQp0rrIyEgAgKurq8E6SuXLr+Xk5OQct2/pGMb89NNPGDVqlM66zz77DACwZs0aqQ/Zxc9IeyQuM+1nUHsKXKtbt27S44cPH2bbZ0vx8vJC//79ceXKFTRp0gQAMH36dNy+fdtqfSDKLUwMiQgAUKJECb11zs7OKFeunPR8+vTp0g9hoUKFMHz4cABAdHQ01q1bJ53a8/Pzw5tvvgkAuHfvnlT/119/RVxcHDp37qwTRzuxsFqtxtatWy24V3knMjISU6dOxfLly+Ht7S2td3R0BACjpx5TU1Olxxnrmdq+JWMYc/36dZw+fRq9e/fWWf/uu+8iICAAycnJsge2ZJSxvxm5u7ujcOHCAAB7e3uLxTOVh4cHdu7cidKlSyMtLQ2bN2+2eh+ILI2JIREBABwcHAyud3Jykh67u7vrbPP19ZXWZ76AX3sdWca7bOzbtw9CCNSsWROVK1eWlho1aqBIkSIoUqQInj59apH9yWsffvghvvjiC51r/wDAx8cHAJCQkGCwXnR0NADAzc0ty9Gyxto3N0bRokUNLocOHdKr/9NPPyE1NRXVq1fXeR+rVasmvd9z586Vdf1iRo0aNQIA3L17V2+bEAKOjo6oXLmytK5z584G92XGjBkW6U9GHh4emDBhAgDg5s2bFm+fyNqs/18sIiowjJ0SzLgt41Gre/fuwdvbu8BP9TFt2jQEBARg9OjRetu0R0fDw8MN1n3y5AkAGJyexpT2zY1h7NRvWlqazvOYmBisW7cOly9fRrFixfTKP336FP7+/rh37x5+//13vPPOO0b3w1TdunX7f3v3F9LUG8YB/KuuhS5lZW7tImOB3gR2U5Bl0UCzUUIE1aVaUVQXIUSQkUF/yCgwSOlGG+oSKggvCsY0Cgv/QEaQRSJZMYpww1zmtNr2/C50B09nmak/nfb9wLk573ve9z1jcB7Oed/nRVVVFdxuNwYGBpTFMx6PBwMDAygsLFR9Nvf7/VHvJxAITHss0eTm5gIYfYtONN/xjSERzZpgMAiv16u8sVqInE4nuru7UVFREbXcZrNBr9ejr68PPp9PUx6ZY2m326fU/lT7kNENDzTH1q1bVddWV1fDbrdHDQoBwGQyYdeuXQBGVy1HM9n0MBGLFi2C2+1GZmYmDh8+jMHBQfj9fhw7dgyrV6/GlStXVPUfP34c9V5+XXE/UywWC4DR/JBE8x0DQyKaNRaLBSKCO3fuRC0XEVVuu/nm3r17aGxsRE1NjSb4CYVC8Hg8SElJwb59+wAALS0tmjba2toQHx+PvXv3Tql9ANPqYyKhUAiVlZU4cuTIhPUOHToEYDRAe/nypaY8MTERwGjqo/H8fj+A6HMKr1+/jo8fPyIQCCArKwsbNmxAeno62trafhukzpauri5YrVbs3LlzTsdBNBMYGBLRrNmyZQsA4PTp0+jt7dWU19bW/vbzZ6xrbGxEbW0tbt26pVkI8fnzZxQVFSn3fPbsWRgMBtTV1anqdXV14fnz5zh48KCSuHoq7U+1jz9paGiAiETdTWU8m82mLGq5dOmSpjySjNvhcCirol0ul7LK2efzwefzKdMQ2tvbUVpainPnzuHu3bvo6enBq1evUFlZCZPJ9Ff3EE0wGASACedEhsNhfPnyJWpZeXk5bt68qZqPSzRvzW52HCKaa4mJiQJAhoeHVedPnTolAKS0tFR1/sePH0qutl/3wX348KEAkJycHE0/ZWVlmvY8Ho8YDAYBICaTSW7cuCG9vb3S3d0tly9flszMTBkcHJzBu50dTqdTdDqdGI1GSU1NVR2RfYRXrlwp4XBYc019fb2IiHz48EHWrl0rmzZtkqGhoWm3/7d9/MmbN2/EbDZLenq6+Hy+Cev29/dLWlqa8r9xOByq8vF7PCcnJ4vZbJasrCzp7OxUzq9atUqqq6tFRKS+vl45P/6Ii4uTJUuWyMaNG6e1f3Gkfb1eL2/fvo1ap6CgQBISEuT48eNK7se+vj4pKSkRl8s15b6JYg0DQ6J/zLp16wSANDc3y9DQkFy4cEFCoZDk5OQIANm8ebMEg0GlfiT4AyCtra2qts6cOSMAZMWKFeL1epXzP3/+lNzcXAEgNptN1d7t27dFp9NpHvKLFy+WlpaW//8HmGH379+XuLi4qIHL+OPkyZOaa91ut2RnZ4vVapU1a9bI1atX5fv37zPW/mT7+JOLFy+qxqDX6zVJtSMqKiqU5Ofjj6VLl6r6raqqEovFIikpKVJYWCj9/f3y7t07Wb58uZw/f16VGD0cDktRUZFYrVaxWCySlJQk8fHxqvYTEhKks7Pzr+6rvb1dlaQagOh0OsnIyNDUffTokaxfv14MBoMYjUYpKCiQ8vLyKScIJ4pVDAyJ/jEdHR2SkZEhaWlpUlJSIk+ePJFly5ZpHuLPnj2T4uJiZReTyMN3+/bt8vXrVzGbzZrArqysTJqamsRoNKrKjEajvH79WhlDa2ur5OfnS3JyshgMBsnLy5OOjo45/FUoln369Em2bdsmIyMjmrKRkRHp6emR3bt3y4kTJ+ZgdEQLS5wIN3gkIqLYlZeXh+LiYk1C7fEePHiApqYmXLt2bfYGRrQAcfEJERHFLJfLhebm5j/ubNLQ0PDbFD9ENHkMDImIKGZFVlofPXoUNTU1SkqbiPfv32P//v0YHh5Gfn7+XAyRaEHhp2QiIopZ3759g91ux9OnTwGMJse2WCxISkqC3++H1+vFnj17UFdXN+EWgkQ0OQwMiYgopoVCITgcDjidTrx48QKBQACpqanIzs7GgQMHsGPHjrkeItGCwcCQiIiIiABwjiERERERjWFgSEREREQAGBgSERER0RgGhkREREQEgIEhEREREY1hYEhEREREABgYEhEREdEYBoZEREREBICBIRERERGNYWBIRERERACA/wBAQRZh46T4JAAAAABJRU5ErkJggg==",
+ "image/png": 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",
"text/plain": [
""
]
diff --git a/examples/adcp_waves_example.ipynb b/examples/adcp_waves_example.ipynb
new file mode 100644
index 00000000..c31ad61b
--- /dev/null
+++ b/examples/adcp_waves_example.ipynb
@@ -0,0 +1,1483 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "7dcd8659",
+ "metadata": {},
+ "source": [
+ "## Analyzing Wave Statistics from ADCP Altimeter Data\n",
+ "\n",
+ "The following notebook illustrates how to process and compute wave statistics from acoustic Doppler current profilers (ADCPs) with the ability to measure waves (Nortek AWAC, Signature and RDI SentinelV)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "cfc84a0d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from mhkit import dolfyn\n",
+ "from mhkit.dolfyn.adp import api"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "3667665a",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "C:\\Users\\mcve343\\MHKiT-Python\\mhkit\\dolfyn\\io\\nortek2_lib.py:304: UserWarning: Dual Profile detected... Two datasets will be returned.\n",
+ " warnings.warn(msg)\n",
+ "Dual Profile detected... Two datasets will be returned.\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Reading file data/dolfyn/Sig250_PacWave.ad2cp ...\n"
+ ]
+ }
+ ],
+ "source": [
+ "ds_waves, ds_avg = dolfyn.read(\"data/dolfyn/Sig250_PacWave.ad2cp\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "84dd5f7a",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "
<xarray.Dataset> Size: 11MB\n",
+ "Dimensions: (time: 18073, time_altraw: 35, range: 13, beam: 4,\n",
+ " dir: 4, dirIMU: 3, n_altraw: 2583, x1: 4, x2: 4,\n",
+ " earth: 3, inst: 3)\n",
+ "Coordinates:\n",
+ " * time (time) datetime64[ns] 145kB 2024-10-22T19:29:36.3...\n",
+ " * time_altraw (time_altraw) datetime64[ns] 280B 2024-10-22T19:2...\n",
+ " * range (range) float64 104B 38.7 42.2 45.7 ... 77.2 80.7\n",
+ " * beam (beam) int32 16B 1 2 3 4\n",
+ " * dir (dir) int32 16B 1 2 3 4\n",
+ " * dirIMU (dirIMU) <U1 12B 'X' 'Y' 'Z'\n",
+ " * x1 (x1) int32 16B 1 2 3 4\n",
+ " * x2 (x2) int32 16B 1 2 3 4\n",
+ " * earth (earth) <U1 12B 'E' 'N' 'U'\n",
+ " * inst (inst) <U1 12B 'X' 'Y' 'Z'\n",
+ "Dimensions without coordinates: n_altraw\n",
+ "Data variables: (12/39)\n",
+ " c_sound (time) float32 72kB 1.503e+03 ... 1.485e+03\n",
+ " temp (time) float32 72kB 13.93 13.92 13.92 ... 8.23 8.23\n",
+ " pressure (time) float32 72kB 0.768 0.765 ... 74.71 74.71\n",
+ " heading (time) float32 72kB 216.1 215.8 ... 212.7 212.9\n",
+ " pitch (time) float32 72kB -27.59 -28.03 ... 2.21 2.22\n",
+ " roll (time) float32 72kB 73.04 71.68 67.74 ... -0.36 -0.4\n",
+ " ... ...\n",
+ " low_volt_skip (time) uint8 18kB 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0\n",
+ " active_config (time) uint8 18kB 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0\n",
+ " telemetry_data (time) uint8 18kB 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0\n",
+ " boost_running (time) uint8 18kB 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0\n",
+ " beam2inst_orientmat (x1, x2) float32 64B 1.462 0.0 -1.462 ... 0.0 0.532\n",
+ " orientmat (earth, inst, time) float32 651kB -0.5221 ... 0.9992\n",
+ "Attributes: (12/39)\n",
+ " filehead_config: {"CLOCKSTR": {"TIME": "\\"2024-10-22 19:29:32\\""}, ...\n",
+ " inst_model: Signature250\n",
+ " inst_make: Nortek\n",
+ " inst_type: ADCP\n",
+ " burst_config: {"press_valid": true, "temp_valid": true, "compass...\n",
+ " n_cells: 13\n",
+ " ... ...\n",
+ " rotate_vars: ['vel', 'accel', 'mag']\n",
+ " coord_sys: beam\n",
+ " fs: 1\n",
+ " bandwidth: "BROAD"\n",
+ " has_imu: 0\n",
+ " beam_angle: 20- time: 18073
- time_altraw: 35
- range: 13
- beam: 4
- dir: 4
- dirIMU: 3
- n_altraw: 2583
- x1: 4
- x2: 4
- earth: 3
- inst: 3
time
(time)
datetime64[ns]
2024-10-22T19:29:36.334399938 .....
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- standard_name :
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array(['2024-10-22T19:29:36.334399938', '2024-10-22T19:29:37.334399938',\n",
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+ " '2024-10-23T04:10:39.334199905', '2024-10-23T04:10:40.334399938'],\n",
+ " shape=(18073,), dtype='datetime64[ns]')
time_altraw
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- coverage_content_type :
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- standard_name :
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+ " '2024-10-22T23:29:36.000900030', '2024-10-22T23:46:39.000999927',\n",
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+ " '2024-10-23T02:29:36.000999927', '2024-10-23T02:46:39.000999927',\n",
+ " '2024-10-23T02:59:36.000999927', '2024-10-23T03:16:39.000999927',\n",
+ " '2024-10-23T03:29:36.000999927', '2024-10-23T03:46:39.000999927',\n",
+ " '2024-10-23T03:59:36.000999927'], dtype='datetime64[ns]')
range
(range)
float64
38.7 42.2 45.7 ... 73.7 77.2 80.7
- coverage_content_type :
- coordinate
- units :
- m
- long_name :
- Profile Range
- description :
- Distance to the center of each depth bin
array([38.7, 42.2, 45.7, 49.2, 52.7, 56.2, 59.7, 63.2, 66.7, 70.2, 73.7, 77.2,\n",
+ " 80.7])
beam
(beam)
int32
1 2 3 4
- units :
- 1
- long_name :
- Beam Reference Frame
- coverage_content_type :
- coordinate
array([1, 2, 3, 4], dtype=int32)
dir
(dir)
int32
1 2 3 4
- units :
- 1
- long_name :
- Reference Frame
- coverage_content_type :
- coordinate
- ref_frame :
- beam
array([1, 2, 3, 4], dtype=int32)
dirIMU
(dirIMU)
<U1
'X' 'Y' 'Z'
- units :
- 1
- long_name :
- Reference Frame
- coverage_content_type :
- coordinate
- ref_frame :
- beam
array(['X', 'Y', 'Z'], dtype='<U1')
x1
(x1)
int32
1 2 3 4
- coverage_content_type :
- coordinate
array([1, 2, 3, 4], dtype=int32)
x2
(x2)
int32
1 2 3 4
- coverage_content_type :
- coordinate
array([1, 2, 3, 4], dtype=int32)
earth
(earth)
<U1
'E' 'N' 'U'
- units :
- 1
- long_name :
- Earth Reference Frame
- coverage_content_type :
- coordinate
array(['E', 'N', 'U'], dtype='<U1')
inst
(inst)
<U1
'X' 'Y' 'Z'
- units :
- 1
- long_name :
- Instrument Reference Frame
- coverage_content_type :
- coordinate
array(['X', 'Y', 'Z'], dtype='<U1')
c_sound
(time)
float32
1.503e+03 1.503e+03 ... 1.485e+03
- units :
- m s-1
- long_name :
- Speed of Sound
- standard_name :
- speed_of_sound_in_sea_water
array([1503.2, 1503.2, 1503.2, ..., 1484.6, 1484.5, 1484.6],\n",
+ " shape=(18073,), dtype=float32)
temp
(time)
float32
13.93 13.92 13.92 ... 8.23 8.23
- units :
- degree_C
- long_name :
- Temperature
- standard_name :
- sea_water_temperature
array([13.93, 13.92, 13.92, ..., 8.23, 8.23, 8.23],\n",
+ " shape=(18073,), dtype=float32)
pressure
(time)
float32
0.768 0.765 0.762 ... 74.71 74.71
- units :
- dbar
- long_name :
- Pressure
- standard_name :
- sea_water_pressure
array([ 0.768, 0.765, 0.762, ..., 74.694, 74.706, 74.711],\n",
+ " shape=(18073,), dtype=float32)
heading
(time)
float32
216.1 215.8 216.7 ... 212.7 212.9
- units :
- degree
- long_name :
- Heading
- standard_name :
- platform_orientation
array([216.09, 215.8 , 216.7 , ..., 212.88, 212.72, 212.95],\n",
+ " shape=(18073,), dtype=float32)
pitch
(time)
float32
-27.59 -28.03 -29.35 ... 2.21 2.22
- units :
- degree
- long_name :
- Pitch
- standard_name :
- platform_pitch
array([-27.59, -28.03, -29.35, ..., 2.19, 2.21, 2.22],\n",
+ " shape=(18073,), dtype=float32)
roll
(time)
float32
73.04 71.68 67.74 ... -0.36 -0.4
- units :
- degree
- long_name :
- Roll
- standard_name :
- platform_roll
array([73.04, 71.68, 67.74, ..., -0.38, -0.36, -0.4 ],\n",
+ " shape=(18073,), dtype=float32)
mag
(dirIMU, time)
float32
5.9 8.8 8.4 ... -60.9 -60.8 -60.9
- units :
- uT
- coverage_content_type :
- physicalMeasurement
- long_name :
- Compass
array([[ 5.9, 8.8, 8.4, ..., -21.7, -21.8, -21.7],\n",
+ " [-57.6, -56.9, -56.9, ..., -12.1, -12.1, -12.1],\n",
+ " [ -1.9, -4.9, -7.3, ..., -60.9, -60.8, -60.9]],\n",
+ " shape=(3, 18073), dtype=float32)
accel
(dirIMU, time)
float32
-4.489 -4.6 -4.715 ... 9.773 9.777
- units :
- m s-2
- coverage_content_type :
- physicalMeasurement
- long_name :
- Acceleration
array([[-4.4888654 , -4.6002336 , -4.714596 , ..., 0.37541932,\n",
+ " 0.37781432, 0.38020936],\n",
+ " [ 8.21312 , 8.201145 , 7.7568693 , ..., -0.06586304,\n",
+ " -0.06346802, -0.06825805],\n",
+ " [ 2.503993 , 2.7147546 , 3.1745985 , ..., 9.772877 ,\n",
+ " 9.772877 , 9.777068 ]], shape=(3, 18073), dtype=float32)
batt
(time)
float32
23.4 23.4 23.4 ... 18.5 18.5 18.5
- units :
- V
- long_name :
- Battery Voltage
- standard_name :
- battery_voltage
array([23.4, 23.4, 23.4, ..., 18.5, 18.5, 18.5],\n",
+ " shape=(18073,), dtype=float32)
temp_clock
(time)
float32
19.75 19.75 19.75 ... 9.75 9.75
- units :
- degree_C
- long_name :
- Internal Clock Temperature
array([19.75, 19.75, 19.75, ..., 9.75, 9.75, 9.75],\n",
+ " shape=(18073,), dtype=float32)
error
(time)
uint16
0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
- units :
- 1
- long_name :
- Error Code
array([0, 0, 0, ..., 0, 0, 0], shape=(18073,), dtype=uint16)
status
(time)
uint32
675807234 675807234 ... 944504834
- units :
- 1
- long_name :
- Status Code
array([675807234, 675807234, 675807234, ..., 944504834, 944504834,\n",
+ " 944504834], shape=(18073,), dtype=uint32)
ensemble
(time)
uint32
1 2 3 4 ... 24285 24287 24289 24291
- units :
- #
- long_name :
- Ensemble Number
- standard_name :
- number_of_observations
array([ 1, 2, 3, ..., 24287, 24289, 24291],\n",
+ " shape=(18073,), dtype=uint32)
vel
(dir, range, time)
float32
1.231 -2.796 0.219 ... -0.264 0.694
- units :
- m s-1
- coverage_content_type :
- physicalMeasurement
- long_name :
- Water Velocity
array([[[ 1.231e+00, -2.796e+00, 2.190e-01, ..., 1.280e-01,\n",
+ " 6.200e-02, 6.400e-02],\n",
+ " [-4.220e+00, -1.316e+00, 1.423e+00, ..., 8.900e-02,\n",
+ " 3.900e-02, 8.000e-03],\n",
+ " [ 3.722e+00, 2.967e+00, -3.881e+00, ..., 1.280e-01,\n",
+ " 8.000e-02, 4.100e-02],\n",
+ " ...,\n",
+ " [ 3.608e+00, -4.118e+00, 9.000e-02, ..., 5.770e-01,\n",
+ " 5.840e-01, 1.810e-01],\n",
+ " [-2.383e+00, 3.820e+00, -1.982e+00, ..., 9.310e-01,\n",
+ " 7.980e-01, -6.210e-01],\n",
+ " [-1.288e+00, -5.273e+00, 4.996e+00, ..., 8.020e-01,\n",
+ " 6.680e-01, 1.020e-01]],\n",
+ "\n",
+ " [[ 1.096e+00, -2.937e+00, 3.400e-01, ..., 7.100e-02,\n",
+ " -8.000e-03, 1.000e-02],\n",
+ " [-4.220e+00, -1.478e+00, 1.309e+00, ..., 1.150e-01,\n",
+ " -5.000e-03, -9.600e-02],\n",
+ " [ 3.097e+00, 2.886e+00, -4.042e+00, ..., 4.800e-02,\n",
+ " -4.800e-02, -9.000e-02],\n",
+ "...\n",
+ " [ 3.524e+00, -3.629e+00, 1.000e-02, ..., -2.840e-01,\n",
+ " -2.460e-01, 7.240e-01],\n",
+ " [-2.416e+00, 3.327e+00, -2.317e+00, ..., -2.630e-01,\n",
+ " -2.010e-01, 6.630e-01],\n",
+ " [-2.929e+00, 4.419e+00, 4.493e+00, ..., -1.730e-01,\n",
+ " -4.800e-02, -4.700e-02]],\n",
+ "\n",
+ " [[ 1.081e+00, -2.931e+00, 6.330e-01, ..., -3.400e-02,\n",
+ " -1.800e-02, 6.400e-02],\n",
+ " [-3.349e+00, -1.862e+00, 1.275e+00, ..., 9.000e-03,\n",
+ " 1.100e-02, 1.700e-02],\n",
+ " [ 3.056e+00, 2.772e+00, -3.975e+00, ..., 7.100e-02,\n",
+ " 2.800e-02, 6.500e-02],\n",
+ " ...,\n",
+ " [ 3.464e+00, -3.135e+00, -4.500e-02, ..., -3.730e-01,\n",
+ " -1.370e-01, 6.630e-01],\n",
+ " [-1.834e+00, 3.931e+00, -2.047e+00, ..., -2.470e-01,\n",
+ " -5.820e-01, 3.050e-01],\n",
+ " [-2.065e+00, 5.129e+00, 4.794e+00, ..., -6.620e-01,\n",
+ " -2.640e-01, 6.940e-01]]], shape=(4, 13, 18073), dtype=float32)
amp
(beam, range, time)
float32
38.5 39.5 36.5 ... 48.0 43.0 46.5
- units :
- 1
- coverage_content_type :
- physicalMeasurement
- long_name :
- Acoustic Signal Amplitude
- standard_name :
- signal_intensity_from_multibeam_acoustic_doppler_velocity_sensor_in_sea_water
array([[[ 38.5, 39.5, 36.5, ..., 45. , 43. , 42. ],\n",
+ " [ 34.5, 38.5, 37. , ..., 42.5, 41. , 42. ],\n",
+ " [ 38.5, 36. , 38.5, ..., 42.5, 41. , 42. ],\n",
+ " ...,\n",
+ " [ 36.5, 37.5, 38. , ..., 95. , 96.5, 100. ],\n",
+ " [ 35. , 37.5, 37. , ..., 60.5, 73. , 75.5],\n",
+ " [ 35.5, 33.5, 36.5, ..., 43.5, 41.5, 43.5]],\n",
+ "\n",
+ " [[ 41.5, 41.5, 38.5, ..., 43.5, 44.5, 45.5],\n",
+ " [ 37. , 40. , 38.5, ..., 43. , 41.5, 42.5],\n",
+ " [ 41.5, 37.5, 40.5, ..., 41. , 41. , 41.5],\n",
+ " ...,\n",
+ " [ 38.5, 40. , 41.5, ..., 89. , 96. , 96. ],\n",
+ " [ 36.5, 41. , 40.5, ..., 86. , 87.5, 87. ],\n",
+ " [ 38. , 37. , 40.5, ..., 49. , 46.5, 46. ]],\n",
+ "\n",
+ " [[ 32.5, 31.5, 30. , ..., 43. , 45.5, 44.5],\n",
+ " [ 29.5, 31. , 29.5, ..., 43.5, 43.5, 43.5],\n",
+ " [ 33. , 29.5, 31. , ..., 43.5, 42. , 42.5],\n",
+ " ...,\n",
+ " [ 29.5, 31. , 33. , ..., 99.5, 95. , 86. ],\n",
+ " [ 29. , 33.5, 33.5, ..., 94.5, 88.5, 87.5],\n",
+ " [ 29.5, 31. , 35. , ..., 41.5, 44. , 50. ]],\n",
+ "\n",
+ " [[ 33. , 31.5, 30.5, ..., 43. , 44. , 42.5],\n",
+ " [ 29.5, 30.5, 30. , ..., 43.5, 44.5, 43.5],\n",
+ " [ 33. , 29. , 31. , ..., 41.5, 42. , 41.5],\n",
+ " ...,\n",
+ " [ 29.5, 31.5, 33.5, ..., 91. , 89.5, 96. ],\n",
+ " [ 28.5, 33.5, 33.5, ..., 81. , 71.5, 80. ],\n",
+ " [ 30. , 31. , 34.5, ..., 48. , 43. , 46.5]]],\n",
+ " shape=(4, 13, 18073), dtype=float32)
corr
(beam, range, time)
uint8
26 65 32 45 32 1 ... 91 87 86 84 88
- units :
- %
- coverage_content_type :
- physicalMeasurement
- long_name :
- Acoustic Signal Correlation
- standard_name :
- beam_consistency_indicator_from_multibeam_acoustic_doppler_velocity_profiler_in_sea_water
array([[[ 26, 65, 32, ..., 100, 99, 95],\n",
+ " [ 21, 58, 34, ..., 98, 96, 98],\n",
+ " [ 20, 61, 50, ..., 98, 97, 97],\n",
+ " ...,\n",
+ " [ 46, 22, 64, ..., 100, 100, 100],\n",
+ " [ 7, 8, 29, ..., 57, 31, 36],\n",
+ " [ 9, 19, 35, ..., 96, 87, 89]],\n",
+ "\n",
+ " [[ 31, 62, 32, ..., 94, 100, 100],\n",
+ " [ 12, 56, 32, ..., 99, 98, 96],\n",
+ " [ 23, 53, 46, ..., 95, 98, 97],\n",
+ " ...,\n",
+ " [ 42, 20, 70, ..., 99, 100, 100],\n",
+ " [ 7, 7, 30, ..., 97, 83, 85],\n",
+ " [ 11, 21, 36, ..., 80, 72, 93]],\n",
+ "\n",
+ " [[ 33, 45, 25, ..., 94, 100, 98],\n",
+ " [ 8, 38, 24, ..., 99, 100, 99],\n",
+ " [ 11, 26, 36, ..., 97, 94, 97],\n",
+ " ...,\n",
+ " [ 24, 14, 64, ..., 100, 100, 98],\n",
+ " [ 3, 7, 23, ..., 94, 90, 97],\n",
+ " [ 8, 18, 28, ..., 80, 73, 69]],\n",
+ "\n",
+ " [[ 42, 46, 22, ..., 96, 99, 97],\n",
+ " [ 5, 48, 22, ..., 100, 100, 100],\n",
+ " [ 19, 32, 33, ..., 97, 96, 95],\n",
+ " ...,\n",
+ " [ 27, 13, 64, ..., 100, 100, 100],\n",
+ " [ 7, 5, 24, ..., 76, 50, 62],\n",
+ " [ 13, 20, 31, ..., 86, 84, 88]]],\n",
+ " shape=(4, 13, 18073), dtype=uint8)
pressure_alt
(time)
float32
0.766 0.76 0.766 ... 74.7 74.71
- units :
- dbar
- long_name :
- Pressure measured during AST ping
- standard_name :
- sea_water_pressure
array([ 0.766, 0.76 , 0.766, ..., 74.672, 74.703, 74.707],\n",
+ " shape=(18073,), dtype=float32)
le_dist_alt
(time)
float32
42.22 42.22 42.22 ... 73.36 73.73
- units :
- m
- long_name :
- Altimeter Range Leading Edge Algorithm
- standard_name :
- altimeter_range
array([42.22273 , 42.222515, 42.222153, ..., 73.09078 , 73.35817 ,\n",
+ " 73.73138 ], shape=(18073,), dtype=float32)
le_quality_alt
(time)
float32
0.0 0.0 0.0 ... 168.8 150.8 171.1
- units :
- dB
- long_name :
- Altimeter Quality Indicator Leading Edge Algorithm
array([ 0. , 0. , 0. , ..., 168.79, 150.79, 171.05],\n",
+ " shape=(18073,), dtype=float32)
ast_dist_alt
(time)
float32
0.0 0.0 0.0 ... 73.21 73.48 73.87
- units :
- m
- long_name :
- Altimeter Range Acoustic Surface Tracking
- standard_name :
- altimeter_range
array([ 0. , 0. , 0. , ..., 73.210526, 73.476036,\n",
+ " 73.86819 ], shape=(18073,), dtype=float32)
ast_quality_alt
(time)
float32
0.0 0.0 0.0 ... 58.44 58.52 61.61
- units :
- dB
- long_name :
- Altimeter Quality Indicator Acoustic Surface Tracking
array([ 0. , 0. , 0. , ..., 58.44, 58.52, 61.61],\n",
+ " shape=(18073,), dtype=float32)
ast_offset_time_alt
(time)
float32
-0.3334 -0.3333 ... -0.3331 -0.3333
- units :
- s
- long_name :
- Acoustic Surface Tracking Time Offset to Velocity Ping
array([-0.3334, -0.3333, -0.3332, ..., -0.3333, -0.3331, -0.3333],\n",
+ " shape=(18073,), dtype=float32)
temp_press
(time)
float32
12.4 12.4 12.4 12.4 ... 7.0 7.0 7.0
- units :
- degree_C
- long_name :
- Pressure Sensor Temperature
array([12.4, 12.4, 12.4, ..., 7. , 7. , 7. ],\n",
+ " shape=(18073,), dtype=float32)
xmit_energy
(time)
uint16
170 169 169 169 ... 194 194 194 194
- units :
- dB
- long_name :
- Sound Pressure Level of Acoustic Signal
array([170, 169, 169, ..., 194, 194, 194], shape=(18073,), dtype=uint16)
pressure_altraw
(time_altraw)
float32
0.766 0.773 0.769 ... 74.83 74.74
- units :
- dbar
- long_name :
- Pressure
- standard_name :
- sea_water_pressure
array([ 0.766, 0.773, 0.769, 25.605, 61.209, 0.777, 34.85 , 62.615,\n",
+ " 76.575, 76.654, 76.721, 76.75 , 76.721, 76.793, 76.756, 76.727,\n",
+ " 76.724, 76.687, 76.631, 76.559, 76.467, 76.287, 76.343, 76.16 ,\n",
+ " 76.039, 75.903, 75.822, 75.618, 75.482, 75.335, 75.275, 75.104,\n",
+ " 74.998, 74.829, 74.743], dtype=float32)
le_dist_altraw
(time_altraw)
float32
42.22 42.22 42.25 ... 72.77 73.4
array([42.22273 , 42.22245 , 42.248127, 53.838898, 60.334473, 42.095585,\n",
+ " 41.693676, 60.747128, 74.52789 , 75.47511 , 75.798546, 75.46673 ,\n",
+ " 75.08749 , 75.53308 , 75.00033 , 75.2663 , 75.62667 , 75.66341 ,\n",
+ " 75.13237 , 75.59258 , 75.48645 , 74.45196 , 75.09751 , 74.65656 ,\n",
+ " 74.63918 , 74.48755 , 74.70199 , 74.48076 , 74.06819 , 73.60065 ,\n",
+ " 73.40783 , 73.81639 , 74.335014, 72.76904 , 73.397766],\n",
+ " dtype=float32)
le_quality_altraw
(time_altraw)
float32
0.0 0.0 0.0 ... 67.05 206.4 146.7
array([ 0. , 0. , 0. , 108.67, 135.71, 0. , 0. , 189.97,\n",
+ " 119.84, 127.84, 119.72, 184.63, 123.2 , 213.47, 154.79, 235.96,\n",
+ " 135.53, 126.95, 159.85, 207.4 , 66.16, 212.89, 127.26, 196.62,\n",
+ " 125.15, 113.1 , 150.91, 219.6 , 130.77, 113.49, 104.92, 227.87,\n",
+ " 67.05, 206.42, 146.73], dtype=float32)
ast_dist_altraw
(time_altraw)
float32
0.0 0.0 0.0 ... 74.34 72.9 73.52
array([ 0. , 0. , 0. , 0. , 60.475662, 0. ,\n",
+ " 41.92075 , 61.05163 , 74.65894 , 75.74271 , 76.07448 , 75.692055,\n",
+ " 75.19689 , 75.82613 , 75.08403 , 75.32452 , 75.729965, 76.012314,\n",
+ " 75.22676 , 75.71552 , 75.81318 , 74.594826, 75.21046 , 74.7399 ,\n",
+ " 75.11347 , 74.77125 , 74.823235, 74.63242 , 74.20987 , 73.8131 ,\n",
+ " 73.52494 , 73.96451 , 74.34137 , 72.897064, 73.523224],\n",
+ " dtype=float32)
ast_quality_altraw
(time_altraw)
float32
0.0 0.0 0.0 ... 53.5 65.63 61.81
array([ 0. , 0. , 0. , 0. , 52.53, 0. , 23.02, 68.83, 57.15,\n",
+ " 67.61, 54.94, 74.65, 53.76, 73.48, 61.66, 73.67, 56.12, 64.72,\n",
+ " 65.88, 67.59, 49.72, 65.22, 54.34, 65.64, 50.62, 63.58, 60.39,\n",
+ " 68.26, 58.79, 66.06, 56.41, 66.77, 53.5 , 65.63, 61.81],\n",
+ " dtype=float32)
ast_offset_time_altraw
(time_altraw)
float32
0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0.], dtype=float32)
nsamp_altraw
(time_altraw)
uint32
2583 2583 2583 ... 2583 2583 2583
array([2583, 2583, 2583, 2583, 2583, 2583, 2583, 2583, 2583, 2583, 2583,\n",
+ " 2583, 2583, 2583, 2583, 2583, 2583, 2583, 2583, 2583, 2583, 2583,\n",
+ " 2583, 2583, 2583, 2583, 2583, 2583, 2583, 2583, 2583, 2583, 2583,\n",
+ " 2583, 2583], dtype=uint32)
dsamp_altraw
(time_altraw)
float32
0.024 0.024 0.024 ... 0.024 0.024
array([0.024, 0.024, 0.024, 0.024, 0.024, 0.024, 0.024, 0.024, 0.024,\n",
+ " 0.024, 0.024, 0.024, 0.024, 0.024, 0.024, 0.024, 0.024, 0.024,\n",
+ " 0.024, 0.024, 0.024, 0.024, 0.024, 0.024, 0.024, 0.024, 0.024,\n",
+ " 0.024, 0.024, 0.024, 0.024, 0.024, 0.024, 0.024, 0.024],\n",
+ " dtype=float32)
samp_altraw
(n_altraw, time_altraw)
float32
13.98 9.539 14.62 ... 11.14 15.56
- coverage_content_type :
- physicalMeasurement
array([[1.39804688e+01, 9.53906250e+00, 1.46250000e+01, ...,\n",
+ " 1.00000000e+01, 1.39804688e+01, 2.00468750e+01],\n",
+ " [0.00000000e+00, 1.81328125e+01, 2.25078125e+01, ...,\n",
+ " 1.71601562e+01, 1.78515625e+01, 1.39804688e+01],\n",
+ " [1.00000000e+01, 1.91406250e+01, 3.01562500e+00, ...,\n",
+ " 6.02343750e+00, 1.69921875e+01, 1.92968750e+01],\n",
+ " ...,\n",
+ " [3.01562500e+00, 3.90625000e-03, 1.41484375e+01, ...,\n",
+ " 6.99218750e+00, 1.30078125e+01, 3.90625000e-03],\n",
+ " [3.01562500e+00, 1.30078125e+01, 1.23046875e+01, ...,\n",
+ " 1.81328125e+01, 1.61250000e+01, 1.39804688e+01],\n",
+ " [1.50546875e+01, 1.61250000e+01, 1.78515625e+01, ...,\n",
+ " 6.99218750e+00, 1.11406250e+01, 1.55625000e+01]],\n",
+ " shape=(2583, 35), dtype=float32)
low_volt_skip
(time)
uint8
0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
array([0, 0, 0, ..., 0, 0, 0], shape=(18073,), dtype=uint8)
active_config
(time)
uint8
0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
array([0, 0, 0, ..., 0, 0, 0], shape=(18073,), dtype=uint8)
telemetry_data
(time)
uint8
0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
array([0, 0, 0, ..., 0, 0, 0], shape=(18073,), dtype=uint8)
boost_running
(time)
uint8
0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
array([0, 0, 0, ..., 0, 0, 0], shape=(18073,), dtype=uint8)
beam2inst_orientmat
(x1, x2)
float32
1.462 0.0 -1.462 ... 0.0 0.532
- units :
- 1
- coverage_content_type :
- physicalMeasurement
- long_name :
- Rotation Matrix
array([[ 1.4619, 0. , -1.4619, 0. ],\n",
+ " [ 0. , -1.4619, 0. , 1.4619],\n",
+ " [ 0.532 , 0. , 0.532 , 0. ],\n",
+ " [ 0. , 0.532 , 0. , 0.532 ]], dtype=float32)
orientmat
(earth, inst, time)
float32
-0.5221 -0.5163 ... 0.9992 0.9992
- units :
- 1
- long_name :
- Orientation Matrix
array([[[-0.52207047, -0.51634324, -0.5209149 , ..., -0.54248476,\n",
+ " -0.54013205, -0.5434986 ],\n",
+ " [-0.71620005, -0.71592724, -0.69886136, ..., -0.8391961 ,\n",
+ " -0.84069633, -0.83851576],\n",
+ " [-0.46314135, -0.4699338 , -0.49014327, ..., 0.03821341,\n",
+ " 0.03856222, 0.03873662]],\n",
+ "\n",
+ " [[-0.02522682, -0.00602216, 0.03262919, ..., 0.83965343,\n",
+ " 0.8411746 , 0.83897805],\n",
+ " [-0.5298138 , -0.54569435, -0.59008396, ..., -0.5430822 ,\n",
+ " -0.54072726, -0.5441205 ],\n",
+ " [ 0.8477387 , 0.8379626 , 0.8066822 , ..., -0.00662736,\n",
+ " -0.00627847, -0.00697602]],\n",
+ "\n",
+ " [[-0.8525292 , -0.85636055, -0.8529848 , ..., 0.02631467,\n",
+ " 0.02612993, 0.02692689],\n",
+ " [ 0.45426297, 0.4355064 , 0.4042198 , ..., 0.02849078,\n",
+ " 0.02904635, 0.02870771],\n",
+ " [ 0.2585327 , 0.27745417, 0.3301868 , ..., 0.9992476 ,\n",
+ " 0.99923646, 0.9992251 ]]], shape=(3, 3, 18073), dtype=float32)
PandasIndex
PandasIndex(DatetimeIndex(['2024-10-22 19:29:36.334399938',\n",
+ " '2024-10-22 19:29:37.334399938',\n",
+ " '2024-10-22 19:29:38.334399938',\n",
+ " '2024-10-22 19:29:39.334399938',\n",
+ " '2024-10-22 19:29:40.334399938',\n",
+ " '2024-10-22 19:29:41.334399938',\n",
+ " '2024-10-22 19:29:42.334399938',\n",
+ " '2024-10-22 19:29:43.334399938',\n",
+ " '2024-10-22 19:29:44.334399938',\n",
+ " '2024-10-22 19:29:45.334399938',\n",
+ " ...\n",
+ " '2024-10-23 04:10:31.334399938',\n",
+ " '2024-10-23 04:10:32.334399938',\n",
+ " '2024-10-23 04:10:33.334399938',\n",
+ " '2024-10-23 04:10:34.334500074',\n",
+ " '2024-10-23 04:10:35.334399938',\n",
+ " '2024-10-23 04:10:36.334399938',\n",
+ " '2024-10-23 04:10:37.334399938',\n",
+ " '2024-10-23 04:10:38.334399938',\n",
+ " '2024-10-23 04:10:39.334199905',\n",
+ " '2024-10-23 04:10:40.334399938'],\n",
+ " dtype='datetime64[ns]', name='time', length=18073, freq=None))
PandasIndex
PandasIndex(DatetimeIndex(['2024-10-22 19:29:36.000999927',\n",
+ " '2024-10-22 19:46:39.000999927',\n",
+ " '2024-10-22 19:59:36.000999927',\n",
+ " '2024-10-22 20:16:39.000999927',\n",
+ " '2024-10-22 20:29:36.000999927',\n",
+ " '2024-10-22 20:46:39.000999927',\n",
+ " '2024-10-22 20:59:36.000999927',\n",
+ " '2024-10-22 21:16:39.000999927',\n",
+ " '2024-10-22 21:29:36.000999927',\n",
+ " '2024-10-22 21:46:39.001100063',\n",
+ " '2024-10-22 21:59:36.000999927',\n",
+ " '2024-10-22 22:16:39.001100063',\n",
+ " '2024-10-22 22:29:36.000999927',\n",
+ " '2024-10-22 22:46:39.001100063',\n",
+ " '2024-10-22 22:59:36.000999927',\n",
+ " '2024-10-22 23:16:39.001100063',\n",
+ " '2024-10-22 23:29:36.000900030',\n",
+ " '2024-10-22 23:46:39.000999927',\n",
+ " '2024-10-22 23:59:36.000999927',\n",
+ " '2024-10-23 00:16:39.000999927',\n",
+ " '2024-10-23 00:29:36.000999927',\n",
+ " '2024-10-23 00:46:39.000999927',\n",
+ " '2024-10-23 00:59:36.000999927',\n",
+ " '2024-10-23 01:16:39.000999927',\n",
+ " '2024-10-23 01:29:36.000999927',\n",
+ " '2024-10-23 01:46:39.000999927',\n",
+ " '2024-10-23 01:59:36.000999927',\n",
+ " '2024-10-23 02:16:39.000999927',\n",
+ " '2024-10-23 02:29:36.000999927',\n",
+ " '2024-10-23 02:46:39.000999927',\n",
+ " '2024-10-23 02:59:36.000999927',\n",
+ " '2024-10-23 03:16:39.000999927',\n",
+ " '2024-10-23 03:29:36.000999927',\n",
+ " '2024-10-23 03:46:39.000999927',\n",
+ " '2024-10-23 03:59:36.000999927'],\n",
+ " dtype='datetime64[ns]', name='time_altraw', freq=None))
PandasIndex
PandasIndex(Index([38.7, 42.2, 45.7, 49.2, 52.7, 56.2, 59.7, 63.2, 66.7, 70.2, 73.7, 77.2,\n",
+ " 80.7],\n",
+ " dtype='float64', name='range'))
PandasIndex
PandasIndex(Index([1, 2, 3, 4], dtype='int32', name='beam'))
PandasIndex
PandasIndex(Index([1, 2, 3, 4], dtype='int32', name='dir'))
PandasIndex
PandasIndex(Index(['X', 'Y', 'Z'], dtype='object', name='dirIMU'))
PandasIndex
PandasIndex(Index([1, 2, 3, 4], dtype='int32', name='x1'))
PandasIndex
PandasIndex(Index([1, 2, 3, 4], dtype='int32', name='x2'))
PandasIndex
PandasIndex(Index(['E', 'N', 'U'], dtype='object', name='earth'))
PandasIndex
PandasIndex(Index(['X', 'Y', 'Z'], dtype='object', name='inst'))
- filehead_config :
- {"CLOCKSTR": {"TIME": "\\"2024-10-22 19:29:32\\""}, "ID": "STR=\\"Signature250\\",SN=104922", "HW": {"FW": 2215, "FPGA": 186, "DIGITAL": "\\"I-5\\"", "INTERFACE": "\\"H-1\\"", "ANALOG": "\\"C-1(High-Power 4 Channel)\\"", "SENSOR": "\\"I-0\\"", "BOOT": 25, "FWMINOR": 15}, "BOARDSENSGET": "AV=23,NB=5,HF=250,TTR=2.4444,TTRB5=2.0000,TTRB5AUX=0.0000,AUXRS=0", "PWR": {"PLAN": 471.15, "BURST": 384.15, "AVG": 90.34, "PLAN1": 0.0, "BURST1": 0.0, "AVG1": 0.0, "TOTAL": 471.15}, "MEM": {"PLAN": 1.141, "BURST": 0.649, "AVG": 0.492, "PLAN1": 0.0, "BURST1": 0.0, "AVG1": 0.0, "TOTAL": 1.141}, "PRECISION": {"AVGHORZ": 1.15, "BURSTHORZ": 6.98, "BEAM5": -9.99, "AVGBEAM": 0.56, "BURSTBEAM": 3.37}, "PLAN": {"MIAVG": 600, "AVG": 1, "DIAVG": 0, "VD": 0, "MV": 10, "SA": 35.0, "BURST": 1, "MIBURST": 1800, "DIBURST": 0, "SV": 0.0, "FN": "\\"S104922A004_PWS_SITE_02.ad2cp\\"", "SO": 0, "FREQ": 250, "NSTT": 0}, "AVG": {"NC": 39, "CS": 2.0, "BD": 0.5, "CY": "\\"ENU\\"", "PL": -15.0, "AI": 120, "VP": 0.0, "VR": 5.0, "DF": 3, "NPING": 120, "NB": 4, "CH": 0, "MUX": 0, "BW": "\\"BROAD\\"", "ALTI": 0, "BT": 0, "ICE": 0, "ALTISTART": 0.5, "ALTIEND": 150.0, "RAWALTI": 1}, "XFAVG": {"ROWS": 4, "COLS": 4, "M11": 1.4619, "M12": 0.0, "M13": -1.4619, "M14": 0.0, "M21": 0.0, "M22": -1.4619, "M23": 0.0, "M24": 1.4619, "M31": 0.532, "M32": 0.0, "M33": 0.532, "M34": 0.0, "M41": 0.0, "M42": 0.532, "M43": 0.0, "M44": 0.532}, "BURST": {"NC": 13, "NB": 4, "CS": 3.5, "BD": 35.2, "CY": "\\"BEAM\\"", "PL": -15.0, "SR": 1, "NS": 1024, "VR": 5.0, "VP": 0.0, "DF": 3, "NPING": 1, "CH": 0, "ALTI": 1, "VR5": 5.0, "BT": 0, "DISV": 0, "ECHO": 0, "RAWALTI": 1, "ALTISTART": 42.0, "ALTIEND": 104.0, "HR": 0, "HR5": 0}, "XFBURST": {"ROWS": 4, "COLS": 4, "M11": 1.4619, "M12": 0.0, "M13": -1.4619, "M14": 0.0, "M21": 0.0, "M22": -1.4619, "M23": 0.0, "M24": 1.4619, "M31": 0.532, "M32": 0.0, "M33": 0.532, "M34": 0.0, "M41": 0.0, "M42": 0.532, "M43": 0.0, "M44": 0.532}, "READALTIBURST": "EN=1,START=42.00,END=104.00,SAMPSIZE=0.024,NB=1,NSAMP=2583,RAW=1", "USER": {"POFF": 9.5, "DECL": 0.0, "HX": 0, "HY": 0, "HZ": 0}, "INST": {"BR": 9600, "RS": 232, "LED": "\\"ON24H\\"", "ORIENT": "\\"AUTOZUPDOWN\\"", "CMTOUT": 300, "DMTOUT": 60, "CFMTOUT": 60}, "COMPASSCAL": {"DX": 72, "DY": 163, "DZ": -42, "M11": 32767, "M12": 477, "M13": -250, "M21": -118, "M22": 31551, "M23": -399, "M31": 838, "M32": 376, "M33": 32316}, "RECSTAT": "SS=512,CS=32768,FC=61991026688,TC=62260248576,VS=62260248576,FF=4092,TF=4095", "BEAMCFGLIST": ["BEAM=1,THETA=20.00,PHI=0.00,FREQ=250,BW=25,BRD=1,HWBEAM=1,ZNOM=100.00,DIA=0.0", "BEAM=2,THETA=20.00,PHI=-90.00,FREQ=250,BW=25,BRD=1,HWBEAM=2,ZNOM=100.00,DIA=0.0", "BEAM=3,THETA=20.00,PHI=180.00,FREQ=250,BW=25,BRD=1,HWBEAM=3,ZNOM=100.00,DIA=0.0", "BEAM=4,THETA=20.00,PHI=90.00,FREQ=250,BW=25,BRD=1,HWBEAM=4,ZNOM=100.00,DIA=0.0", "BEAM=5,THETA=0.00,PHI=0.00,FREQ=500,BW=25,BRD=1,HWBEAM=5,ZNOM=100.00,DIA=0.0"], "BEAMIMPLIST": ["BEAM=1,P0=1.95754e+01,P1=-6.89010e-02,P2=3.07926e-03,P3=8.38340e-05,P4=6.24624e-06,T1=0.00000e+00", "BEAM=2,P0=1.84575e+01,P1=-4.85768e-02,P2=3.40215e-03,P3=4.97871e-05,P4=5.28907e-06,T1=0.00000e+00", "BEAM=3,P0=2.03578e+01,P1=2.87348e-02,P2=1.24284e-03,P3=9.11659e-06,P4=9.46557e-06,T1=0.00000e+00", "BEAM=4,P0=1.98482e+01,P1=9.94687e-03,P2=3.95698e-03,P3=1.23846e-05,P4=5.44124e-06,T1=0.00000e+00", "BEAM=5,P0=5.14952e+00,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00"], "LISTLICENSE": ["KEY=\\"639HSK16KKMKB\\",DESC=\\"Averaging Mode\\",TYPE=1", "KEY=\\"WULC7672JKMKB\\",DESC=\\"Wave Mode\\",TYPE=6", "KEY=\\"8MTRYSYPJKMKB\\",DESC=\\"64GB Recorder\\",TYPE=10"], "CALCOMPGET": "DX=72,DY=163,DZ=-42,M11=32767,M12=477,M13=-250,M21=-118,M22=31551,M23=-399,M31=838,M32=376,M33=32316", "CALTEMPGET": "SC=0.99836", "CALTILTGET": "PO=0.00,RO=0.00,MAGG=1,HO=0.00", "CALACCLGET": ["AX=1.000000E+00,B0X=-4.726771E-03,B1X=-2.648151E-04,B2X=-2.372674E-06,B3X=4.496909E-08,A1X=-1.020020E-04,A2X=1.769976E-06,A3X=-1.568007E-09", "AY=1.000000E+00,B0Y=1.559532E-02,B1Y=-1.851641E-04,B2Y=-1.864571E-06,B3Y=-1.016134E-07,A1Y=-1.244390E-04,A2Y=2.423802E-06,A3Y=1.712951E-07", "AZ=1.000000E+00,B0Z=-9.057428E-03,B1Z=1.972058E-04,B2Z=5.130616E-06,B3Z=-3.403830E-08,A1Z=1.938282E-04,A2Z=1.197075E-06,A3Z=-4.228993E-07"], "CALPRESSGET": "MT=1,RREF=4.5291115000e+02,RB0=3.7937528130e-01,RB1=-2.1489579690e-01,RB2=4.4181650000e-04,RB3=6.5130350000e-09,T0=-3.1473080000e+03,T1=2.4586100000e+00,T2=-6.5718281250e-04,T3=6.1275925000e-08,ID=\\"P059353\\"", "CALPRESSCOEFFGET": ["A0=1.4675400000e-01,A1=3.9377600000e-04,A2=-1.2027480470e-07,A3=1.1867438750e-11,B0=-6.2100006250e-01,B1=6.3748125000e-04,B2=-1.8018650000e-07,B3=1.6830001560e-11", "C0=7.9542968750e-04,C1=-6.7488718750e-07,C2=1.9400940630e-10,C3=-1.8681940630e-14,D0=-3.0979950000e-06,D1=2.6566440630e-09,D2=-7.6620243750e-13,D3=7.3948556250e-17"], "CALROTACCLGET": "M11=0.98619,M12=0.01139,M13=0.01828,M21=-0.01080,M22=1.00513,M23=-0.00519,M31=-0.01061,M32=-0.00616,M33=0.96537", "CALECHOGET": "CHA0=0.00,CHB0=-17.66,CHC0=0.00"}
- inst_model :
- Signature250
- inst_make :
- Nortek
- inst_type :
- ADCP
- burst_config :
- {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": true, "amp": true, "corr": true, "le": true, "altraw": false, "ast": true, "echo": false, "ahrs": false, "p_gd": false, "std": false}
- n_cells :
- 13
- n_beams :
- 4
- ambig_vel :
- 10.31
- SerialNum :
- 104922
- nominal_corr :
- 89
- cell_size :
- 3.5
- blank_dist :
- 35.2
- power_level_dB :
- -15.0
- tilt_over_5deg :
- 0
- tilt_over_10deg :
- 0
- multibeam_alt :
- 0
- n_beams_alt :
- 1
- power_level_alt :
- high
- burst_config_alt :
- {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": false, "amp": false, "corr": false, "le": true, "altraw": true, "ast": true, "echo": false, "ahrs": false, "p_gd": false, "std": false}
- n_cells_alt :
- 0
- coord_sys_axes_alt :
- beam
- ambig_vel_alt :
- 0.0
- SerialNum_alt :
- 104922
- nominal_corr_alt :
- 0
- cell_size_alt :
- 0.0
- blank_dist_alt :
- 42.0
- power_level_dB_alt :
- -26.0
- wakeup_state :
- clock
- orientation :
- up
- orient_status :
- auto_UD
- proc_idle_less_3pct :
- 0
- proc_idle_less_6pct :
- 0
- proc_idle_less_12pct :
- 0
- rotate_vars :
- ['vel', 'accel', 'mag']
- coord_sys :
- beam
- fs :
- 1
- bandwidth :
- "BROAD"
- has_imu :
- 0
- beam_angle :
- 20
"
+ ],
+ "text/plain": [
+ " Size: 11MB\n",
+ "Dimensions: (time: 18073, time_altraw: 35, range: 13, beam: 4,\n",
+ " dir: 4, dirIMU: 3, n_altraw: 2583, x1: 4, x2: 4,\n",
+ " earth: 3, inst: 3)\n",
+ "Coordinates:\n",
+ " * time (time) datetime64[ns] 145kB 2024-10-22T19:29:36.3...\n",
+ " * time_altraw (time_altraw) datetime64[ns] 280B 2024-10-22T19:2...\n",
+ " * range (range) float64 104B 38.7 42.2 45.7 ... 77.2 80.7\n",
+ " * beam (beam) int32 16B 1 2 3 4\n",
+ " * dir (dir) int32 16B 1 2 3 4\n",
+ " * dirIMU (dirIMU) f > 0.0455 Hz (wave periods between 3 and 22 s)\n",
+ "slc_freq = slice(1/22, 1/3)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "05097477",
+ "metadata": {},
+ "source": [
+ "Before we do anything else, we do want to check the quality of the altimeter measurements. We can do this by plotting the 'pressure_alt', 'ast_dist_alt' and 'le_dist_alt' variables.\n",
+ "\n",
+ "Since this dataset is a clip of the very start of a deployment, we can see that the instrument began recording before it was on the seafloor. Our next move will be to trim those measurements off"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "91ae222f",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[]"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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FpIBaqUZGUQYKtAVooGkAjVKDA+kHkFmcCa1Bi71X9qJUX4ogdRD6JfRDi9AW0As9DMIgP/RCDyGEvFwv9Hht72v4M+1Pl9v5crfyMXtShSKjpucF2gK8uvdVl48BAE+2e1LenwQJkiRZHE+SJBRqC/Hx0fJ5Kdd/5sCOI4CPD60DDgGNAhthSucpEEJY/N4MwgABIf/+inRFWLJ3icvnMq/HPLQKawVJkqCAAgpJYfxZUkABs58lBUr0Jfj02KcQQuDxNo8jVBMKjUqDrOIshPqGwkfh43I7iMg7OBww/etf/8KKFSuQnJyMESNGYOjQoQgNDa3JtpEtzgxYdjXI8HRwIgRw5Gvg8xGeO74daw6vwbJ9y1w+xKaTm1ze1llzd8+9Lsf54PAHNX6MS/mXMC15Wo0f58X/e9Gl7dYdc34Oym4Nu0Gj0kCjND58lb7QqMr+VWrgq/KFUlLilT2vOLQ/haSAQRgsln3/4PeID4p3aPuqCvcS1VcOB0zvvfceXn/9dXz++edYs2YNpkyZgn79+hm/5RkM9ndA5KwNT9bgzqt/MXj3r/fc0A5ApVBBKSnlbIUCCigUCjmrkVGcUe1jJMYlQiGV98ALK2Ub0vKu4Vj24WodZ3jr4VBKSggICLOg0/z5not/4WT+39U6TpfoLlBKSossj3nmRykpcSEvFcezqnecCL8ICCEgUJ7NEkLAgPKfi/XF9ndkx+7U3dXeh7mKwRIA3LPpHoT5hgGAnME0PxfTQ2vQVvv4/7nlP1Ar1fBR+ECtVBsfCjV8lD5QK9Tysgt5F7Dt3Db0TeiLthFtoVFqoFKooFaqoYACa3Ydx6GLeXjloZsQoPZzuT06vQFFWj2CfJnpI9c5Nejbz88PI0eOxMiRI3Hy5EmsWbMGe/fuRY8ePXDvvffi4Ycf9so75eoefvPzNCEEUAp5FGCkTgcDJDyal4d8hQJxWh38hUCAwQAdgBCDAbE6PdJVSoTp9Wik00ESwIEnTiM9r6TsUYyreSW4mleC9NwS5OTlQVl4FX0VR/GaeqXF8UsB+KDqd4KhrHm/6tuj5xNv2s0YPJc0B1/ge5d/JwDw113j0CEupMpjnfquNZorqjnv5MhDdld5cOYyHNT8AB2MvysAKJYkKIWACpa/uzxJghJAkSQh3GCAAHDI0BTLmy1G54RQdE4IRce4BvBTKyseBpeyizD1jRm4K3gTzqtUuKRSYZ+fr+PnIhR48dY5KNAWoVBbjEJtMYp0xSjSFaFIV4ISXTGK9SU4eTUDuYoUx/drRWZxZrW2d5SjmTCT789U/b677VPryx++8WE5ADMFZ3KQVrb8aOZRfHqsfAdNgpsiwMcfqQWpyCzORLvwdnigxQPoGNkR8UHx8Pfxvim+yDu4XFagRYsWWLhwIebPn4/vvvsOq1evxmOPPYaSkhJ3to+sug7dZUzHV+li3kUUKgqgEgK7zl2En4NdmI11lgOcv1w9H8EoRKSUjTZSDiKRjSgpG5FSNkKkQsDGdVftwLFM+aQ7lIcwcNFm3Ni0KZpEBqJJRACahgegSYS/xTfu17DUoXOoysp3luKkXwc0iW+MmxqH4ubGoegQF2JxnGoHSwBSM7IQEhSEy9lFuJyRg+wr51Bw9QK0WZcg5aVCXZSGTZpvAJQHSwDga+PvFFS23L/sXwlAB8UZ3P/PSzh9qiE+McRivtQIvg1bon1CQ3RpYgyiooN9MWjRZuzzXQtku34+/zv1MfTwAeADpfCBGj4Q8IFU9lyJILRGGN5Xf+3Q/gQAXdm/EoBChQKvSb0x/Jl5cjau4tgsU5bzy4PH8faJCa6fDIABTQag1FCKUn0pSg2l0Oq18s+leuPjckH13wcbTmxwepuzuWcsnh/OOIzDGVVnVgc2G4gAnwD4q/zh5+OHAFUA/H385WX+Pv7ILsnG1B1TLbaL8o/Ck22fRNOQpijRl8BH4YPO0Z2hkBS4WpCDmKAwSCjPkjpKCAGdQcBH6fg27nQtvwThAep6121b7cKVCoUC9913H+677z6kp6e7o01EXm/vlb0AgPYlJQ4HS9Ys9Fld5etCqYakL3V5/ybfljyJkqM+SDsSilSE45QIw04RhhyfKCC4ETRh8Xi22kcB3lG/DuiB7DMB+Od0LP4xxOI3NERhUDMENmqN+Bva4jE3HKfhm01w1BCPaCkLzaV8N+zRukHKCl1l14CLVyNw+s+G+F7EIsuvMfb5rqr2cZ5QbbW/khMkWAaKIQYD5mIL9A0+h1Jh+yKXW6xF6+9fxCHl+eo1YORiu6t88uKDuN03GV8FBeCiSoUiScIJtRqXfRy7LDX0T8CDNw5Eqb4UWoNlQKbVa+Wff7v0W/XOBcC3p791abv0wnSnsm2dojrJXfQqhQpKhRI+Cp/y55ISv53/A5naNIf21yqsFSL8IuCn8kPXmK7oFN0JzUKaQamonCm1xWAQuJRdhPgwY+bt++T/g9+2mfgzbhT+M/ZfDu+nLnBLpW+TqKgod+6O6jMv/+ZiCpi6FLsho9rhUSAwCgiMBoJiyn8OjILk2wCY06D6xwCgkbRIkNKRALMvNgJATtnDTQQkNJAK0Fk6ic6Kk8aFRQBOAdqTSrf1KLdWXJB/LpXUyPOJRLFfNERQQyhDYtHw7+oHMsXdnoNvcTrEtZMwXD0OZXEW4qRriFNewx04BFR/uI/xOF3Gw1fjA+hKzB7Flv+e21nt4wi9DlD4oFRnwD9X83E8NQdXzh6F/vJfCMg6gsal/+BO5cFqH6dEp0d6bglSc4qRmlOEtJxipOUWIy2nGKk5xn9/V/0M6IBJWa69+dbpbsCwR8YBMF7U9UJAbzBmXvR643OdwYCo14yTqJuybQCQplRCLQTyFArs8vOFrxDQShI+DQ7EKbVl/rZBUSuMvv1eFOoKUaAtkP8t0hZZLDuTY5m5csX+9P3V3oe5Y5nH5J+3nisPyn0UPvBV+cJP6QdflfEGA/nnspsMzNevpDkALMPHH9q+6eXjez5GbECs3E3qo/CBSqGqlJXSG/Qo0ZdAo9RYDeSM46QFlB7Kpplza8BE5FYevVOv6mPvTXNPwKS/bQKU/edXax+O0N3/HlQJXYHcy2WPSyjNvIiijPMw5FyCT0EqAkuvVfs46YmLEHX7KCDjH+DaCeDaSRSnHUPplePwzTkNtaGo+icD4GLHKQht2R0B4fFAcEOofRsgvGKQ7YaASdN7JqD0gQRACQAFGUDGSeDaSZReOYa8S8cQfnFbtY9juHUsENWk6pWSQqp9nNfWroM64xiiCk6glXQOfaTzCJDM3sOOJx6qtC7JmEc0QAEBQAEJDSEhGhI6QjJ+uqp59Rmm2o47Z62FvyhAEAoRjAIES4UIRiGCpYKyfwvxcNk5mb87YvR6AECYwYCEvPIM5ZA8a9nK89givYlGUX6IC/VHiJ/1geMPzlyGjZok+TjXlAr46oEzahXebxCMQIMBf2vUCDQI/OWrqbT9rGuZCH94LXQGnfzQCz30Bj10onzZ8v3Lnf9lVaA1aKEt1SIPedXely2Pf/+41eXmY818FD64WnTV4X0+3+V5jGw70l1NdBoDJrLOG8oK1KRqZLAu5V/C5YLLUAjgpmoGTMp+8+yuc7njZMT+9Xq1jqPqOMR4zqFN5GVqVBgL5YYLckTPMYBKBcS0Mz5gHIblCxj/prmXgWVtqn2cuIEzAB/X75pylKSscHEMCDc+Gt8GNYBwAIZ1j0Jx4odqHccvrGG1tnfUfy5NMv5gFhhpJTVygm+EIbo9ghJuht/W6dU+zpOqn6q9D0ds95l8XY4Tv743LosI7BMRuKaMQnFAIyAkDurwxgiJjEejsABs0iRZbBOhN96p2L60FK+nO/hlJKGP3VVGb5wKAZQFouUMMN7U4CsE9AC0koR8hQI7/P2QotFAAYFehUX4vdkaPDWgE4p0RSjRl6BYV4wibREyiwqQnpOJrIxzKMy+iG2525HhU73/D0uQKt2RqzVoXb4T85/sf6rVnupiwFQrOXGx9/KuLad4ybmYsks3lEjyIGFn6Bs0gTL7rPGJA+cUO+hlGNrfCUXDDoDaH5gfY3W90thbob5sWdwyK3EBQu98xrGG3fsa8N1zdlcrVQVB2/5R+ARHQZ1cnh27ctssRKuq+F+KJAEhjWB49hgUy1o51iYrRLtHIDkQLB29ZwNaf/8wAEDnGwaVs3eIjfrOodUUwz5D/tGfEbje9TuEJVXljEMlL1wGFsS6fAwAKPJpgKLwdvBp1BGBCTdDatgBPmE3IEJp9ndzQ8BUdNuz8FUpjLkkYQAgyr4Elf0rBPD729U+jlD5waAJBnxDIDQhgG8IJD/jvwrfBpD8goFtSdU+TmvFBbRGeRcwCsseqUCpUCJVhDsxb0b1Sah8FVCg/KYFBQAfIeCv12NIXr5F5qz34cfwruYbiGunoMk5jaCCs4gqvYB24jLipKtQSsZ9OFOFTAcbwURSDvQGvXHgf9k4M51BJ4870xq0+GzV09gY41hAOanTJCda5X4MmKj2uJ5ZryqOZRq/1KPYOPai9OGPob56CLj9WaC0ENAEAioNtBdToN80DoqmtyNfE4OwHqMA/3AoJQlIPQg0aOxYW5QqKJrfWf58+hmgNL/S9moA0GthOPULFI27AgBC/Ro4eMIAbnkKaHizMQsVEA4Y9MCafsCVI0D/hUDHx4C8y1AHREKtDjBuc2f5xTXawcMoQhoCSWbjVopzgMJM4J+fgfZDkH1sBxp8aSxYmv3gegQdWgtknoLiniWQbujl8NeFG6KD5Z9VM84ARVlAzkVjlmvXm8AdzwPNepX/rYUAci8CAZFOZ68CW98NcdszkH5/Gxi9DeLkFkidRgAh8Sg9uAHqzU/BMPRTKFrfg7zPxyHoyKco7DAKyuhWULYa4Nj/iNUBKL75X/A9sMaptpnze+Es/K7DFw+//kn2V3JDwCS9mGa/F9ENAROGbwRyzkObeQHFV89An30BPnmX4Fd8BWpJjwTJPTc8jV/zKwKDghEe5IvwADXCA9UIC9CY/ayGA6G1XWP33We5wCwCK4Qf0tVxaFJ60uH9VfX+VSqU8FP4wQ+VP1M6nR5JRfuR5ODwr7nzkvDy/Lccbpe7OR0whYaGWr2VUJIk+Pr6onnz5hg1ahSefLImiw6SwzzdtVYHmTJMtxYXI03ZEDHt7gNQ9j8gswutT9xN8Jn0OwAgrOJOGnZwvQH+YcaHNUofKFr2c33fcZ3Lf1YogacqjM8x69JzG19jRgBhTwEAGnS8D/nn/g1lZHM06NAf6NDfpd2q42+BoXkfSKFNjNcCv1DjI6Y9cKPZ78j0/zNJcjyItULqvwDov8D4c/wt5e3o+AjQ8RE5ARE0ZCWAlXCl2o/v4GVAWcAkhnwEqdVAaC+lIOu7JPh1/zfUgaHQ/O8elEoaqPsmAcmLyv8fMOWgY1na509Bf+ATFKefQsChj4zHemgNpI2O3RGV2/5JBNtfDVd9YhGpdb20QEFsdwS4vLWTWvQGgLLCD2b0OiDvsjEQ/2BAtQ+z4vx90AsJ+fBDHvyRJ/yQDz9cFX44DX/kCz8Mc0OaQw8l8vwaoSi4KURYc6ijWyKoUWtoYm6Ef2A0GhsMwH9t/D+mmq7ll+Boai5OXUhF/pm9mOjEti/7fASgFgVML7/8MubPn48BAwbg1ltvhRACe/bswY8//ohnnnkGZ86cwdNPPw2dTocxY8bURJup3vC+Qd9pBWm4mH8RkgBuLi7BucgusN5BRi6TJAQOrt6cdgAAhQKKx52v0+P1XsoAdEWQNMY5PX3iOyFqnFl9pllXoFaoAKUK6Dbe+f0HRkLZcwoC9FoYgsKguOFOSDfcCTTqZMwGhjeHIeM0FD6+QEkuENnKmFXVa4GsswiOaOHQYXyGrAY+sQwyLrd5CrFH3jc+ueUpYM/7NrcP+Hf1xo25hVJlDLKrEWhX2qUkEIJChKCwxmoUK19MQwOVGg1svK5Qumf0/7G0XBy9nIPUcydQevEv+GYdQ4L2NFpL59FTccUtx7ienA6Ydu7ciXnz5mHcuHEWy999911s2bIFGzduRIcOHfDGG28wYKI6x9Qd17RUQqAQ0LRI9HCLqN5RqgBlFROg+zhRZbzK4/hA0ddsDsKwpvKPilgrGVKlD+BgsAQADVp0h5hyCIUfDwfyr0Ax8ivENmwN4DVjVkySLAKmK0/8hugm7SD2fQApvqvj5zFxP7Tv9YZPiXEMmxizA/ovnoSqJBv6m5+A9p/f4PvY/4DjP0B//AcoT/8ib2poPRiKof9z6DAGSQWF0NlfsSovpBqD0JI847/Fpp/zIIpzUFKQA9+di6p3DABQOVL6tvpyV/TG3dJ5BEtmd8eaxWL56gi33J17vTgdMP3000945ZXKhbjuvvtuPPecccDoPffcgxkzZlS/dVSP1XR2ybWvbqbuuB5FuQCAuJvt39VCRNZJDRojYIKVwpIVug4NT+1AdJwxSJNuGe3cQcJvgM/MM3IQJgFQTUkBYLx2y9fvrv+Gsuu/LTZ1ahz3f84BixpVXv7s38CytpbL+swFtr4M3PQ4kPIxACDbrzEaqP2NN3YEVc5bSzDebVqQeQ4BR2zMFeMAg3/kdRuffqviOABAJ6mQF9Qchqg2CEq4GepGHYDodggMiHDL3bnXi9MBU1hYGL755hs8+6xlXeBvvvkGYWHGPs+CggIEBVXxDYiqqYpgojATULnjG2Y9H/tkY+yXKcN0a3Ex0pXRiIpoch0bRVTPDHoTyD4PRdzN1d9XDQ92V/gGQjx/CshPg+QfYVwYFGM87sT9QNYZIKGH8f/PkgT0MJZEKLlpJPKS30Lo4AUOHSdgyEogqTxg0t4xEz5F1yCyzkK643njjRplSu5/H6UNbkDQ2rKbRu59DYpWAx06Tm7LhxF8vHpd2uKBdyHFtIcq4kaEVizR4YL8Pq8isNp7cZ3TAdNLL72Ep59+Gtu3b8ett94KSZLw559/4vvvv8fKlcYJQrdu3YrERHZVXHdF2cDipoCCM3Lb53xAeLXwKs7lnoMkgE4lxbgY0RusbU9Ugzo94ekWOEUKjAQCIyu/EH6D8WGFpsmt0DRxrNtP9u9kGHLToGjVXx6ELoeDM84DixpD22owNDc9Ag2AjEH/g8ovBCGtezl8iODHVgPifXmmgYIRPyAgJBKGC3ug+Oppeb2C4d9A+8OLkG7ohZB758oZo5w75iKk46P2D2SrXMaUwyg+sB6+yf81Pg+MRmB3zw7zcTpgGjNmDNq0aYO33noLmzZtghACrVq1QnJyMrp37w4ActccuYG1ecRs3fl2pWwCSReLgnkdL7vDz5RdalwqIdgg4NviDg+3iIjqpdiboLBVkss3BEjKsbibL7zTYNeOI0nGEiAGAwIUxo48RUQL4OZhxqr3RZkIiGgBtPhV3kT37DEUZV5ESNNbbO3VkjrAWCpFoQJ8g403D2gLAd8Q+N75PNBzkvGOXSfmv6spLt2g2KNHD/To0cPdbSFr1li5pTqr+nMWkT2VgzV5/FKxcTqBRhy/RET1gcLKqCdT1fsKVCENERTiZOV68zIpSh9AaTau6ToNUHeESwGTwWDAqVOnkJ6eDoPBYPHaHXfwW7db5aV6ugVexLMZp/LxS0W4poxCRERTO1sQEVFd4XTA9Pvvv2PYsGE4d+4cRIUuE0mSoC+b1JC8hXd1a3kP5waAZhRl4HTOaQBA5+ISpEbchYiaaBYREXklpwOmcePGoUuXLvjuu+/QsGFDq1W/iarN0+OXKhx/35V9AID4UgkNDAZksf4SEVG94nTAdPLkSWzYsAHNmzevifZQtdS14NV7smOm7rjuRWXjl27i+CUiovrE6fpVXbt2xalTp2qiLeRNPJ3h8TJ70vYAALoWF+GaMhJqjl8iIqpXnM4wTZw4Ec899xzS0tLQvn17+PhY1vzp0KEak4oSeY3ygDGrOAunso1fEjoXl+BqxJ2IYFc0EVG94nTA9NBDDwEA/vWv8pmrJUmCEIKDvqlO2n9lPwCgUamEMIMBuay/RERU7zgdMJ05wxpAXotZD8c58bsyjV/qVjZ+KbZj3xppEhEReS+nA6aEhISaaAeRdzEbw2UKmLqWFCNTGYGwyGaeahUREXmIQwHT119/jQEDBsDHxwdff/11lesOGjTILQ2j+s47Bp3nlOTgeKZxxu0uxcW4Gp6IMGbyiIjqHYcCpvvvvx9paWmIiorC/fffb3M9jmHyQt4Rd7iHB+7cO5B+AAICMaUSIvQGFLD+EhFRveRQwGQ+/UnFqVCorqpLkZbrTOUEuhXnAwBiO/b2ZHOIiMhDnKrDpNVqceedd+LEiRM11R6qFnYVuZs8fqm4CJnKcPhEsmArEVF95FTA5OPjg8OHD3M6FKoD7L2HBfJK83As8xgAoEtxCTLCb+GdiERE9ZTTlb6feOIJrF69uibaQuRVDqQfgEEYEKWVEK3XQ9Oc9ZeIiOorp8sKlJaW4v3338fWrVvRpUsXBAQEWLy+dOlStzWO6jEvmJrF1B13W1EBACCW88cREdVbTgdMhw8fRqdOnQCg0lgmdtV5GH//7iME9qXtAwB0LSlCtjIMDSJbeLhRRETkKU4HTNu3b6+JdhB5lbM5+fg7428ApvpLt6MBA1IionrL6TFMRPXBt6lnoRd6RGglxOr08OP4JSKies3pDNOdd95ZZdfbL7/8Uq0GkZfw/BAiK9zYKDvZon8U1wAAXYuN45diWH+JiKheczpguummmyyea7VapKSk4PDhwxg5cqS72kUusRYEeGXk4/VOSZkAjPWXchShCIlq6eEWERGRJzkdMC1btszq8qSkJOTn51e7QUSeViRJuCBlAzCOX7oW0R0hHL9ERFSvuW0M0+OPP441a9a4a3dEHvOXRg29JBCqkxCn00PTnPPHERHVd24LmHbv3g1fX1937Y7IY/aWvY+7FhVCAtCQ45eIiOo9p7vkHnzwQYvnQgikpqZi7969eOmll9zWMCJP2eurAQDcVlyIXEUDBEe18nCLiIjI05wOmEJCQiyeKxQKtGzZEnPnzkXfvn3d1jBygdVxNnVp7I07z8X6vkok4JDGGDB1KS7BtYjuCOb4JSKies/pgOmDDz6oiXaQ16mfd9cd1GhQqpAQqdOhsU6HVNZfIiIisHAlkQVTd1yX4hJIAKI7cPwSERE5mGEKDQ11eJ64zMzMSssqjntyxMqVKxEVFeX0duQmRdnAvrVAm8GAX6gHGuCZDNdfZd1xnYtLkKcIQVB0a4+0g4iIvItDAdPy5cvlnzMyMjBv3jz069cP3bp1A2C8Q+6nn36yOej7yy+/xJAhQ+Dn5+dQo9atW4f8/HwGTG7hYuBRmgd8Mxk48hUwYrN7m+SymguishQK3BfXEDlKJQAgQq/HtfCuCOL4JSIigoMBk3kF74ceeghz587FhAkT5GWTJk3CW2+9hW3btuHZZ5+1uo833njD4QBow4YNDq1H18E/9WOqmzsS4iyeSwB8W7D+EhERGTk9humnn35C//79Ky3v168ftm3bZnWb7du3IywszOFj/PDDD2jUqJGzTSNyQtXZqssqFaLb332d2kJERN7O6YApPDwcmzdX7qL58ssvER4ebnWbxMREqFQq6HQ6fPjhh0hLS6vyGLfffjs0ZWNJqO64qFLi+chw/K1We7opdn0b6A9FdBtPN4OIiLyE0wHTnDlzMGPGDNx7772YN28e5s2bh4EDB2LmzJmYM2dOlduqVCo8/fTTKCkpcbnBrrh06RIef/xxhIeHw9/fHzfddBP27dsnvy6EQFJSEmJjY+Hn54devXrh77//vq5trA8mRkfip8AAjGro/WPTtJAABW8iJSIiI6evCKNGjcKuXbvQoEEDbNq0CRs3bkRISAj+7//+D6NGjbK7fdeuXZGSkuJCU12TlZWFHj16wMfHBz/88AOOHDmC1157DQ0aNJDXWbx4MZYuXYq33noLe/bsQUxMDPr06YO8vLzr1k738O4ByqfKMkvFtSAQCRTe30YiIrp+nC5cCRiDnk8++cSlA44fPx5Tp07FhQsX0LlzZwQEBFi83qFDB5f2a8srr7yC+Ph4i4KbTZo0kX8WQmD58uWYNWuWXP7gww8/RHR0NNatW4exY8e6tT3koOtcVUAlBHRmd8QNusYuYSIiKudSwFQdQ4cOBWC8s85EkiQIISBJEvR6vVuP9/XXX6Nfv3545JFHkJycjEaNGmH8+PEYM2YMAODMmTNIS0uzmNZFo9EgMTERu3btshowlZSUWHQr5ubmurXNdZLBIP8YYPaztxidnYt3Q8un/dEVJXiwNURE5G2ue8B05syZ63q806dP45133sHUqVPxwgsv4M8//8SkSZOg0WjwxBNPyAPQo6OjLbaLjo7GuXPnrO5z4cKFdsdrUQVHvpR/DHdzUOway+5LQ4XezC6hBdexLURE5O2ue8CUkHB9v7kbDAZ06dIFCxYsAADcfPPN+Pvvv/HOO+/giSeekNerWMnclPGyZubMmZg6dar8PDc3F/Hx8TXQeid5a5FFvRaGX/4LlCVwQvUuZphEzfXTmYdwGy6mIiSha40di4iIap/rHjCZHDlyBOfPn0dpaanF8kGDBrn1OA0bNkSbNpa3h7du3RobN24EAMTExAAA0tLS0LBhQ3md9PT0SlknE41GU3vKHtRgkOGwlE+QnX0WCDEWhwz1igyTJUNZxmlUdi5aarXIu/FOD7eIiIi8yXUPmE6fPo0HHngAhw4dkscuAeUZHnePYerRoweOHz9usezEiRNypqtp06aIiYnB1q1bcfPNNwMASktLkZycjFdeecWtbamXtEXAjkW4WjblCOCdMz7ry5JzCg/NYUdERN7NoYDJmclzN23aVOXrkydPRtOmTbFt2zY0a9YMf/75JzIyMvDcc89hyZIlDh/HUc8++yy6d++OBQsWYMiQIfjzzz/x3nvv4b333gNgDNSmTJmCBQsWoEWLFmjRogUWLFgAf39/DBs2zO3tqXf+XAXkpeJaRHmXpWMdctc3cDFlmOSwzlu7N4mIyCMcCphCQsrvHhJCYPPmzQgJCUGXLl0AAPv27UN2drZDgdXu3bvxyy+/IDIyEgqFAgqFArfffjsWLlyISZMm4cCBAy6einW33HILNm/ejJkzZ2Lu3Llo2rQpli9fjuHDh8vrTJ8+HUVFRRg/fjyysrLQtWtXbNmyBUFBQW5tS71TlA389hoA4Frre4GL3wMADF4YjMgZprI4TXh5TSsiIrq+HAqYzGsY/ec//8GQIUOwcuVKKMu6WfR6PcaPH4/g4GC7+9Lr9QgMDAQARERE4PLly2jZsiUSEhIqdZ25y8CBAzFw4ECbr0uShKSkJCQlJdXI8a8fL7vI73oTKM4GIlriasQNwEXjYoc6XfNSa7BhqJRBMmW9lGWZLS/7TRIRkYc5PYZpzZo12LlzpxwsAYBSqcTUqVPRvXt3vPrqq1Vu365dOxw8eBDNmjVD165dsXjxYqjVarz33nto1qyZ82dA3ik/Hfh9hfHnu17E1bzyqWYq3sJv1dcTa6ZdNujLQiRvHF9FRESe5/T1QafT4ejRo5WWHz16FAYHChK++OKL8nrz5s3DuXPn0LNnT3z//fd44403nG0OeatfXwW0hUBsJ6D1fUgvvCa/ZPDC/I0piFOWdcnZKilBRET1k9MZpieffBL/+te/cOrUKdx2220AgN9//x2LFi3Ck08+aXf7fv36yT83a9YMR44cQWZmJkJDQ3mRqiuyzgJ7y7pxe88GJAlXCq7KL3tfne/ybsLyu+T4XiQionJOB0xLlixBTEwMli1bhtRU4ziThg0bYvr06Xjuueec2teFCxcgSRLi4uKcbQZZ4y3X+O0LAYMWaNbL+ABwrag8YNJ7SzvNmAaiKxkvERGRFU53ySkUCkyfPh2XLl1CdnY2srOzcenSJUyfPt1iXJMtOp0OL730EkJCQtCkSRMkJCQgJCQEL774IrRarUsnQVW5znWFrhwBDq43/nz3y/LizJIM+WfXu+RqvtJ3+QeCERMREZVzqXClTqfDjh078M8//8i1ii5fvozg4GD5DjhbJkyYgM2bN2Px4sXo1q0bAGOpgaSkJFy7dg0rV650pUnkLX75LwABtB4ENOoMACjUFqJEXySv4h1dcpYBkSlgUpYVUhXsHiYiIjNOB0znzp1D//79cf78eZSUlKBPnz4ICgrC4sWLUVxcbDfg+fTTT/HZZ59hwIAB8rIOHTqgcePGePTRRxkw1Wbn/wCOfw9ICuCul+TFV8264wAv75Ire652IFtKRET1h9NdcpMnT0aXLl2QlZUFPz8/efkDDzyAn3/+2e72vr6+aNKkSaXlTZo0gVqtdrY5ZMHDkcjPc4z/3jQMiLxRXny1sELAZKudV2umDpcjKg761gSFeawtRETkfZwOmHbu3IkXX3yxUnCTkJCAS5cu2d3+mWeewX//+1+UlJTIy0pKSjB//nxMmDDB2eaQNzn3f4BSAyTOsFh8reiaxXOrGab8dODtW2uwcVWrNOjb08EnERF5Fae75AwGg9UJci9evGhzKpGKU6Zs27YNcXFx6NixIwDgr7/+QmlpKe6++25nm0Pe5pangAbxFotMAVOYXo9MpdL6GKaMUzXftipUHvRNRERUzumAqU+fPli+fLnF5LX5+fmYPXs27rnnHqvbmM9FBwAPPfSQxfP4eMsLLNVS6iCg59RKi01jmKJ1xoDJZpecB1WcGoWT7xIRkTmnA6alS5firrvuQps2bVBcXIxhw4bh5MmTiIiIwKeffmp1G/O56KgO6z4RCIiotNiUYYrW6XBUo7YxNcp1DlCuWlar11fqkiMiIirndMDUqFEjpKSk4LPPPsO+fftgMBgwevRoDB8+3GIQOHmAp7Mi3cZbXWwKmKLKunK9McPELjkiIqqKUwGTVqtFy5Yt8e233+LJJ590aCoUALj55psdnvZk//79zjSJ7BHXMWWisT6GzdQlF6Qzvt2sZpgceX/U4LmUzyXHFBMREVXmVMDk4+ODkpISp+d8u//+++Wfi4uLsWLFCrRp00YuXPn777/j77//xvjx1jMUVLtdK5t4N0RnzN9UvmXA80xZL2aYiIjIGqe75CZOnIhXXnkF77//PlQqxzafPXu2/PNTTz2FSZMm4b///W+ldS5cuOBsc8jLafVaZJVkAQAidMZl1qdG8Ww3nTzom2UFiIjICqcDpj/++AM///wztmzZgvbt2yMgIMDi9U2bNlW5/RdffIG9e/dWWv7444+jS5cuWLNmjbNNIpn3XeQzisvmkBMKNNAbwxLrg749y1QbSnm9594jIqJawemAqUGDBpXKAjjDz88PO3fuRIsWLSyW79y5E76+vi7vl2zw8EBw04BvoQ+CCgUAAJ21FR1pZw2eS6UuOU8PoCciIq/idMBU3RIBU6ZMwdNPP419+/bhtttuA2Acw7RmzRq8/PLLdramqnlfdsQ0LYpBGwSFSDP+7IXBiCnrpeCgbyIissLpgKm6ZsyYgWbNmuH111/HunXrAACtW7fG2rVrMWTIkOvdHKphpjvkhC5Izt5YH/Tt2SDqZNlUP3IrIm60uS4REdU/TgdMTZs2rfIuudOnT9vdx5AhQxgc1RMZRcYxTAazgMnq1CheYluAP25r1AMIjPJ0U4iIyIs4HTBNmTLF4rlWq8WBAwfw448/Ytq0ae5qF7nE+7q6LDJMZZGS3lrAXZPddHlpDq/arqQUCG9ec20hIqJayemAafLkyVaXv/3221bvfgOAsLAwnDhxAhERlafNsKZx48b47bffkJCQ4GzzyMtY65K77hmm/91vd5VgvR65SiVuLC2t+fYQEVGt47YxTAMGDMDMmTOtDgrPzs7GDz/8UGkSXlsyMjKg13tjecNayMODmE1dckIXJN+yb5AkCLiQD3P1XCrMG2eNumzXSteOQEREdZzbAqYNGzYgLCzM5usjR45016GoFjFlmAy6ICjMIiQDvCs4Kb9LzrPtICIi7+R0wFRxXjghBNLS0nD16lWsWLHC6jYGgzcP861DvOx2fSFEeR0mXTAUPuWvVQ6YvKPSt8ILSzMQEZHnOR0wmc8LBwAKhQKRkZHo1asXWrVq5a52UR2QXZINncFYplLoAgFleVCklyT4eFHNI4vClc3u9GhbiIjI+zgdMJnPC0dUFVN2SSMFIQ8qCLOcUqURah5Ojpm65JQCQMsBHm0LERF5H6cnZ9+/fz8OHTokP//qq69w//3344UXXkAp7zAiM6bxSxrJONg/UKOWX9N7V++hZZecl3VtEhGR5zkdMI0dOxYnTpwAYCxSOXToUPj7++OLL77A9OnT3d5Aqr1MGSYVGgAAdL7lZSUMlVJK3jKGiYiIqDKnrw8nTpzATTfdBAD44osvkJiYiHXr1mHt2rXYuHGju9tHTvGuzIhpHjmFIRgA8Geb8rkCva1ohKmYJu+SIyIia5wewySEkO9627ZtGwYOHAgAiI+Px7Vr1+xun5uba3W5JEnQaDRQq9VWX6fax5Rhgi4IAKAKbwJFmoBBkuQxQzIPd4OZMkxK3iVHRERWOB0wdenSBfPmzUPv3r2RnJyMd955BwBw5swZREdH292+QYMGVc5FFxcXh1GjRmH27NlQKNhBUn2eCwBMAZO+LGAK9veFAsbgRO9SNqzmzsXADBMREVXB6YBp+fLlGD58OL788kvMmjULzZsb593asGEDunfvbnf7tWvXYtasWRg1ahRuvfVWCCGwZ88efPjhh3jxxRdx9epVLFmyBBqNBi+88ILzZ1TfpB8Folp7uhVWmQZ9a0sCAAAh/hoohYDOWobJg92J5lXCGKITEZE1TgdMHTp0sLhLzuTVV1+FUmm/dvOHH36I1157DUOGDJGXDRo0CO3bt8e7776Ln3/+GY0bN8b8+fMZMDni6vHygMnL7u4yZZhKygKmYD+VHJB40xgm87awcCUREVnjti/Uvr6+8PHxsbve7t27cfPNN1dafvPNN2P37t0AgNtvvx3nz593V9PqOO+9wJsCpoJCfwBAoEYlV2KqdJecB4M982yX0nt/nURE5EFOB0x6vR5LlizBrbfeipiYGISFhVk87ImLi8Pq1asrLV+9ejXi4+MBGCffDQ0NdbZp9ZPwzmlnCrWFKNAWAABKSgIBAEG+PlCWVff2pjpM5sEbu+SIiMgap7vk5syZg/fffx9Tp07FSy+9hFmzZuHs2bP48ssv8fLLL9vdfsmSJXjkkUfwww8/4JZbboEkSdizZw+OHTuGDRs2AAD27NmDoUOHOn829ZEXTS9izpRd8lX6Is+gAWCZYXJt0HfN4BgmIiKyx+mA6ZNPPsGqVatw7733Ys6cOXjsscdwww03oEOHDvj9998xadKkKrcfNGgQjh8/jpUrV+LEiRMQQmDAgAH48ssv0aRJEwDA008/7dLJkPcEIaaAqYEmHFchIUCthFIhyXehVR707Tl6iy457wxAiYjIs5wOmNLS0tC+fXsAQGBgIHJycgAAAwcOxEsvveTQPpo0aYJFixY5e2iyxksv8KY75EJ8jN20Qb7G8W2mQdWVB3178i45dskREVHVnA6Y4uLikJqaisaNG6N58+bYsmULOnXqhD179kCj0Ti0j+zsbPz5559IT0+Xi2CaPPHEE842qZ7zzoDJlGEKUBkDpkBf41vN5qBvD2KXHBER2eN0wPTAAw/g559/RteuXTF58mQ89thjWL16Nc6fP49nn33W7vbffPMNhg8fjoKCAgQFBVkUsZQkiQGTs+xlmDyUgTJNi+KvNA7eDyoLmExdcpUGfXvBXXKSEF4UxhERkTdxOmAy70p7+OGHERcXh127dqF58+YYNGiQ3e2fe+45/Otf/8KCBQvg7+/v7OGpEu/OMKkRAsA44Bson3qk8r19DoQqNRT8mbJdSgCGe5czy0RERJU4HTBVdNttt+G2225zeP1Lly5h0qRJDJbcxbysgBcVrjQFTD5oAAAINo1hkjNMZm3N9mzNLfPgTeoyylPNICIiL+bSl+mPPvoIPXr0QGxsLM6dOwfAOGXKV199ZXfbfv36Ye/eva4clqzx8kHfCoNxHrkg3yoyTFtnezTYM/0GdZJU5TyHRERUfzmdYXrnnXfw8ssvY8qUKZg/fz70euP9Tg0aNMDy5csxePDgKre/9957MW3aNBw5cgTt27evVB3ckW49MuedAZMpwwR9MACD3CVndWoUg+46tqyyoxq1R49PRETez+mA6c0338SqVatw//33W4xn6tKlC55//nm7248ZMwYAMHfu3EqvSZIkB2DkIC/MMGkNWmQVZwEA9NogADlyWQGVtS45YYAnywo01no2YCMiIu/ndMB05swZq3PBaTQaFBQU2N2+YhkBqi7zgMk7upMyizIhIKCUlCgp8QOQI5cVUFjrkvPw9C6mED2MwToREdng9Bimpk2bIiUlpdLyH374AW3atHFHm8gZXphhMnXHhfuGo6DEGITIY5isZZgMeq8oK8Aq30REZIvTGaZp06bhmWeeQXFxMYQQ+PPPP/Hpp59i4cKFeP/9961u88Ybb+Df//43fH198cYbb1S5f3tTq1AF7sjOCGHcj8FGhqUouzyg0ZUa/1Uora8Ls4DJLxx5GcburqAKY5i8KcNkOjrLCRARkS1OB0xPPvkkdDodpk+fjsLCQgwbNgyNGjXC66+/jkcffdTqNsuWLcPw4cPh6+uLZcuW2dy3JEkMmMwd/Nz+Ot9OAbbNBiQloC2q/PoH/QG/0LKAyGD8V+jLAyRhgN2B468kONVs0x1ykf6R+KekLGCqamqU0zuAC3/a3/GRL4GDXwAhccZHUENAWe3KGHIdJgZMRERki0tXmzFjxmDMmDG4du0aDAYDoqKiqlz/zJkzVn8mO0rtjwkDABTnVP16UVb12+IEOWDyi0RKsTFgCqzQJWew6JLTAt84GChveqr8Z0kBBMUCIY3Kg6iQeKfba6o6rmCPHBER2VCtr+cRERHVOrgoGzPC2jc2tBkMNOoE5FwC1P6AUm3sHvMPB05tBWJvBiJblXWp6Y2355fkG7vLtIWAUgP4BhsDC0lp7FZTKM2eK8yeK8qfK1TlrwOWWSil2rgfgx4ouAa8dqNxeXx58dJrhcYuuQi/COQVawGYTY1Sto5FhqlBY0AdBKT/Xb5M4WMMpMy1ewjITwdyLgK5lwB9KZB70fi48IfLv2ZTnKT00hINRETkeU4HTBkZGXj55Zexfft2q5PnZmZm2t3H6tWrsWzZMpw8eRIA0KJFC0yZMgVPPfWUnS3rGf8w46Nhx8qvNe56/dtjTqEEgqKBfguB314DRmyWXzIf9J0vd8mZMkxld8lJAO58EUic5trxDQag4KoxeMq5UPav8ef8k78hUF+WdfvPWWOXZBX0i4wZUmaYiIjIFqcDpscffxz//PMPRo8ejejoaKezQy+99BKWLVuGiRMnolu3bgCA3bt349lnn8XZs2cxb948Z5vksIULF+KFF17A5MmTsXz5cgDGLNecOXPw3nvvISsrC127dsXbb7+Ntm3b1lg76pRu440PM6aAKVgdDoMoyzBpjGOYdE3vBq7swrPacbjP1WAJABQKY8AWFA3EdbZ46Zk1fyL5xFWM6t4ESXaCJQD4ocv7wKVZuKJ2bqwWERHVH04HTDt37sTOnTvRsaOVrIcD3nnnHaxatQqPPfaYvGzQoEHo0KEDJk6cWGMB0549e/Dee++hQ4cOFssXL16MpUuXYu3atbjxxhsxb9489OnTB8ePH0dQUFCNtKWuM41h8lOEAkiHSiHB18fYGaeUjHfXSTXY/ZVZUOrU+qKsLRKHfRMRkQ1OXyFatWqFoiIrd2M5SK/Xo0uXLpWWd+7cGTpdzVRczs/Px/Dhw7Fq1SqEhpZnHIQQWL58OWbNmoUHH3wQ7dq1w4cffojCwkKsW7euRtpS1wkh5AyTBiEAjAO+TZlIpakcgVRzpQRMAZNwsK6SEMYRVQyYiIjIFqevECtWrMCsWbOQnJyMjIwM5ObmWjzsefzxx/HOO+9UWv7ee+9h+PDhzjbHIc888wzuvfde9O7d22L5mTNnkJaWhr59+8rLNBoNEhMTsWvXLpv7Kykpcfq864vc0lxoywZrKxEMoHz8EgAoTAPJazBgyigocWp9Q1kdKMlLKqUTEZH3cbpLrkGDBsjJycFdd91lsVwI4fBccKtXr8aWLVtw223GO6t+//13XLhwAU888QSmTp0qr7d06VJnm1fJZ599hv3792PPnj2VXktLSwMAREdHWyyPjo7GuXPnbO5z4cKFmDNnTrXbVhddLTR2xwWrg1GiNWaTAjXlEyybuuQqlK50m8JSHYq1zu1blLVFkphhIiIi65wOmIYPHw61Wo1169a5NOj78OHD6NSpEwDgn3/+AQBERkYiMjIShw8fltdzR6mBCxcuYPLkydiyZQt8fX1trlfxWKbgz5aZM2daBHa5ubmIj3e+/k9dZF6DKb/Y8g45wCzDVENjmDLynRu/BAAG1vomIiI7nA6YDh8+jAMHDqBly5YuHXD79u0ubeeKffv2IT09HZ07l99Fpdfr8euvv+Ktt97C8ePHARgzTQ0bNpTXSU9Pr5R1MqfRaKDRaGqu4bWYafySRQ0mTfnb7FjmEQCAOmx3jRzf2QHfACDYJUdERHY4/ZW6S5cuuHDhQk20xe3uvvtuHDp0CCkpKfKjS5cuGD58OFJSUtCsWTPExMRg69at8jalpaVITk5G9+7dPdjy2ksOmPwjKtVgAoBLBcb3jkKdUSPHNw+YHM1hCWaYiIjIDqczTBMnTsTkyZMxbdo0tG/fHj4+PhavV7xt35OCgoLQrl07i2UBAQEIDw+Xl0+ZMgULFixAixYt0KJFCyxYsAD+/v4YNmyYJ5pc65l3yeVmWc4jV5G9rk9XZLiQYSof9M2AiYiIrHM6YBo6dCgA4F//+pe8TJIkpwZ9e5Pp06ejqKgI48ePlwtXbtmyhTWYXGQ+LcrZVGOXXKBvtWbgcUqmk3fIAeVjmBgwERGRLU5fyWr75Lk7duyweC5JEpKSkpCUlOSR9tQ114rLA6bDVgZ91zRXMkzlY5iUdtYkIqL6yukrWUICp48g20xlBSL9IpFnCpg01zHDZHaXnIN1K2EAC1cSEVHVeIUgt7I+6Nv6GKaaUL275PhxICIi63iFILcp0hUhX5sPwLKsQKBZhmlmlyT5Z0czQM7goG8iIqoJvEKQ28hzyCk1CPIJQp6VsgKNAuMAAIaSiBppgysZJnbJERGRPbxCkNuYF62UJKl8DJOv+dQoZcFTDc0lV60uOU6NQkRENrh0hcjOzsb777+PmTNnIjMzEwCwf/9+XLp0ya2No9rFfMA3gKqnRqmBgKlEp5fHTQGAcLB0pWBZASIissPp25cOHjyI3r17IyQkBGfPnsWYMWMQFhaGzZs349y5c/jf//5XE+2kWsBUtDLCLwJavQFFWmNXl3nAZD75rruHMLmSXTK2hAETERFVzekrxNSpUzFq1CicPHnSYkLbAQMG4Ndff3Vr46h2ySgyTncS4RchZ5cAIMBs0LdSURYw1UCGyZWJdwHAIEzFVhkwERGRdU5fIfbs2YOxY8dWWt6oUSOkpaW5pVFUO8nTovhHyl1jfj5K+CjL32ZKeZyQ+wMmVzNM7JIjIiJ7nL5C+Pr6Ijc3t9Ly48ePIzIy0i2NotrJvEsut9j6tCimMUyS5P6aAqaASeF7Ef4JK3BNe8yh7UxlBRSs9E1ERDY4HTANHjwYc+fOhVZrvCBKkoTz589jxowZeOihh9zeQKo9rHXJVZwWRarBDJOpBpNPcAqU/udxWfeHQ9sJsEuOiIiq5vQVYsmSJbh69SqioqJQVFSExMRENG/eHEFBQZg/f35NtJFqCUemRZG75CQB4ebKlaaJdyWVMQNqKhdgj4FlBYiIyA6n75ILDg7Gzp078csvv2D//v0wGAzo1KkTevfuXRPto1pCZ9Ahs9hYYiLSPxLHS4zBS8VpUeQ6TDU4hknhkwegfGySPaZB3xzDREREtjgVMOl0Ovj6+iIlJQV33XUX7rrrrppqF9UymcWZEBBQSAqEakKRV3wBQOUuObkOk9uLCpTfJafyySvbu2MBEwd9ExGRPU5dIVQqFRISEqDX6+2vTPWKqcp3mG8YlAolcsu65AIrdcmZygrU1KBvAZi65BwMyphhIiIie5y+Qrz44osWFb6JgPKASa7yXVJ5WhTAeJOA8d8a6pJTlEBIxkyTo11yzDAREZE9To9heuONN3Dq1CnExsYiISEBAQEBFq/v37/fbY2j2sM04DvCzzipbp7NsgLlt+4b3DzoO6OgFApVeckLhzNMDJiIiMgOpwOm+++/vwaaQbWdeQ0moHweuWBfG3fJAdALPeCm2kdavQE5RVoo/c0DJgczTIIBExERVc3pgGn27Nk10Q6q5UxdcuUZJutjmBRmAZPBwdv+HZFVaHmHHACHyxaY6jAxYCIiIlt4hSC3kMcw+RvHMOXZGMOkqJRhcg9TSQF/v3x5meNlBUx1mFjpm4iIrHM6w6RQKOSBu9bwDrr6qWKXnJxhsllWADAY3DeGKbOspIDGtwBF5UdwaFsO+iYiInucDpg2b95s8Vyr1eLAgQP48MMPMWfOHLc1jGoX07Qo5XfJGQd9V6zDpFSUZ3HcmWEyTYuiMu+Sc7isAAMmIiKqmtMB0+DBgyste/jhh9G2bVusX78eo0ePdkvDqPYQQli5S876oO+aGsNk6pKDyoVB3/IYJnbJERGRdW77St21a1ds27bNXbujWiS3NBelBmPAEuEXASGE2aDvilOjlAcll/Mvua0NpgyTXsqWlzk9lxxsdzUTEVH95paAqaioCG+++Sbi4uLcsTuqZUwDvoN8guCr8kWx1gB92fikil1y5uPfAnwsa3hVh3HiXYESkWO21NG75NglR0REVXO6Sy40NNTioieEQF5eHvz9/fHxxx+7tXFUO8glBfwti1YqJMBfXbmbS+j9ICmL3H+XnKIIepSWH8fZu+TYJUdERDY4HTAtW7bMImBSKBSIjIxE165dERoa6tbGUe1gukPONODbVFIgUKOqdEelBEAIBSS4edB3fikUqjyLZaUi38baluQxTBIzTEREZJ3TAdOoUaNqoBlUm10rtF60smINpnLGIMrdg74ln1yLZTmG0w5ty8l3iYjIHqevED/++CN27twpP3/77bdx0003YdiwYcjKynJr46h2sDUtSsXxSzJhfNvp3R0wqXLtr2itORzDREREdjh9hZg2bRpyc40XpkOHDmHq1Km45557cPr0aUydOtXtDSTvJ1f5NnXJFVuvwVTOvRkmg0Egq9By4l2ntjcFTOySIyIiG5zukjtz5gzatGkDANi4cSPuu+8+LFiwAPv378c999zj9gaS96s86Nv6PHIyURYwGdwzhim7SAuDAKSyMUwNVI2QrXO8ZEF5+QEGTEREZJ3TVwi1Wo3CwkIAwLZt29C3b18AQFhYmJx5ovql0rQoNuaRA0xlBdzbJWcsKQCoNWUBk0+s8fiKxg5tzy45IiKyx+kM0+23346pU6eiR48e+PPPP7F+/XoAwIkTJ1iHqZ6y1SVXcR45WdkYJnd1yWWUzSOnUudBByBAGW48jMOFK1npm4iIqub0V+q33noLKpUKGzZswDvvvINGjRoBAH744Qf079/f7Q0k71asK0ZeqTGz4+igb1E2hsldZQXkaVGUxgxnoDKi7DicfJeIiNzD6QxT48aN8e2331ZavmzZMrc0iGoXU3ZJrVAjWB0MwKysgK0xTGUBk6OT49pjnBZFQK8wVvkOUDkXMJkyXQoGTEREZIPTV4j9+/fj0KFD8vOvvvoK999/P1544QWUlpZWsSXVRfKAb78IuUhlflVjmACzsgLuyzBJykK5AGVgWZccnM4wsUuOiIisczpgGjt2LE6cOAEAOH36NB599FH4+/vjiy++wPTp093eQPJuFe+QA4Bc0xgmOxkmg8Fdg77LazCFakKhUqgBOJNhMgVuzDAREZF1Tl8hTpw4gZtuugkA8MUXX+COO+7AunXrsHbtWmzcuNHd7SMvV3FaFMA8w2Rv0Ld7MkwZBaVySYFI/0goyjJFHMNERETu4vQVQgghZwa2bdsm116Kj4/HtWvX3Ns68npXCy1LCgCOTI3i/rICpgxTpF+kXIDS6YCJhSuJiMgGp68QXbp0wbx58/DRRx8hOTkZ9957LwBjQcvo6Gi3N5C8m/kYJhO7lb6Feyt9GyfeLQuY/CPlTJGzZQU46JuIiGxx+gqxfPly7N+/HxMmTMCsWbPQvHlzAMCGDRvQvXt3tzeQvFtOifHOtFBNqLysqrICklReVsBdAZP5GKZIP7OAiRkmIiJyE6fLCnTo0MHiLjmTV199FUol7zKqb0xBj1Jh/NvrDQIFpWV3q9mcGsV9d8kJYZxHThliDJii/KOQLzk3hsl0DrxLjoiIbHHpK3V2djbef/99zJw5E5mZmQCAI0eOID093a2NI+9nmrhWUZadMQ34Bqqo9O3GDFNusQ5avYDCYtC3sxkmU6VvZpiIiMg6pzNMBw8exN13340GDRrg7NmzGDNmDMLCwrB582acO3cO//vf/2qineSl5KKPZQGTafySWqWARmUjY+PGDJOpyrcpYIryi4KEPNOBHNpH+V1yUrXbQ0REdZPTX6mnTp2KJ598EidPnoSvr6+8fMCAAfj111/d2jjyfhUDJlOGKdhmdgkwve3ckWEyTrxrKB/D5O/8XXLlXXLMMBERkXVOXyH27NmDsWPHVlreqFEjpKWluaVRVHuUBxvG7IyppICt8UvG9dzXJZeRb6zyDcm4r3C/cDl4c75LjmOYiIjIOqcDJl9fX+Tm5lZafvz4cURGRlrZguoyIYzdXsqygdb5dmswwaysgHu65EzZpTDfMPgofJy+S44ZJiIissfpK8TgwYMxd+5caLXGsSqSJOH8+fOYMWMGHnroIbc3kLybaRySKauTa68GEwDhxsKVGWYBU5R/lEVbACEHdFVhpW8iIrLH6SvEkiVLcPXqVURFRaGoqAiJiYlo3rw5goKCMH/+/JpoI3mxyoO+q+6SAyBnmPQG92SYFD7lNZgAy8DH3sByIQTrMBERkV1O3yUXHByMnTt34pdffsH+/fthMBjQqVMn9O7duybaR15OZzAGSJJkDILK55Gz3iVnXM3UZebYXWxVyTSbR86UYTIPfOyNkzJ/XcGAiYiIbHAqYNLpdPD19UVKSgruuusu3HXXXTXVLqolDl47CAA4nnkcfRL62J8WBSjPMLlhDJN5l1ykvzHDpHAiw2QeMLFLjoiIbHHqCqFSqZCQkAC93j2zzFPdIZcVqGJaFLO1AbivrID5tCjGvTueYTIPqHiXHBER2eL0V+oXX3zRosI31W9NQ5oCAG6KugmAc2OY3BIw5ZeWV/k2jWGSHM8wWQZMzDAREZF1To9heuONN3Dq1CnExsYiISEBAQEBFq/v37/fbY0j72fK5qgk41spz84YJtNWQPW75IQQyCgohSrS8i4588DH3l1yDJiIiMgRTgdMgwcPlgf41gYLFy7Epk2bcOzYMfj5+aF79+545ZVX0LJlS3kdIQTmzJmD9957D1lZWejatSvefvtttG3b1oMtrx0qlhVwZAyTgOkuueplmApL9SjR6eBjNo8c4NxdcgazNijYJUdERDY4HTAlJSXVQDNqTnJyMp555hnccsst0Ol0mDVrFvr27YsjR47I2bHFixdj6dKlWLt2LW688UbMmzcPffr0wfHjxxEUFOThM/Bupm41pcIYbMhdclUO+nausKQtmQWlkJQFkCQBhaRAmG8YAEChkCCEBEkSdrv9dKJ8smCWFSAiIlscvkIUFhbimWeeQaNGjRAVFYVhw4bh2rVrNdk2t/jxxx8xatQotG3bFh07dsQHH3yA8+fPY9++fQCM2aXly5dj1qxZePDBB9GuXTt8+OGHKCwsxLp16zzceu9XMcPk2Fxy7hnDlFFQCqmsBlO4bzhUCvNjOlbrydQGIRgsERGRbQ5fJWbPno21a9fi3nvvxaOPPoqtW7fi6aefrsm21YicnBwAQFiYMRtx5swZpKWloW/fvvI6Go0GiYmJ2LVrl0faWJuYAiZ5DJM86LuqqVHKxjBVs3Cl+R1yEX4RFY7hWFAmvy5qTzczERFdfw53yW3atAmrV6/Go48+CgB4/PHH0aNHD+j1eiiVtWPshxACU6dOxe2334527doBgDxhcHR0tMW60dHROHfunNX9lJSUoKSkRH5ubW69+sI0Bsi5sgLuqcOUkV8KRYVpUcopAOjtHsNUeNOFG0aJiKgecfgqceHCBfTs2VN+fuutt0KlUuHy5cs10rCaMGHCBBw8eBCffvpppdcqDmQXQtgc3L5w4UKEhITIj/j4+Bppb21g3iVXrNWjVG8MoGyNYZIkyBmm6nbJZVopWgkAEiQ5Y2TvLrnyDJMCteheBiIius4cDpj0ej3UarXFMpVKBZ1OZ2ML7zJx4kR8/fXX2L59O+Li4uTlMTExAMozTSbp6emVsk4mM2fORE5Ojvy4cOFCzTXcy5kCJqWklMcvAUCg2pHCldXtkjObFsXPWobJmTpMjJaIiMg2h7vkhBAYNWoUNBqNvKy4uBjjxo2zqMW0adMm97awmoQQmDhxIjZv3owdO3agadOmFq83bdoUMTEx2Lp1K26++WYAQGlpKZKTk/HKK69Y3adGo7H4PdRncoZJobAoWqlQ2A5ATAOsy7vDXJNRUN4lZ55hMh7EsSyWaRyVELWjW5mIiDzD4YBp5MiRlZY9/vjjbm1MTXjmmWewbt06fPXVVwgKCpIzSSEhIfDz84MkSZgyZQoWLFiAFi1aoEWLFliwYAH8/f0xbNgwD7fe+5kCEpWkQo5D45cAU/bH/JZ+V1ibeNdEGDvmmGEiIiK3cDhg+uCDD2qyHTXmnXfeAQD06tXLYvkHH3yAUaNGAQCmT5+OoqIijB8/Xi5cuWXLFtZgcoApYFJICoeKVpqPL9K7o6yAr+U8cuZHMm+fLeZjmIiIiGxxunBlbWNv0C9gHPCdlJRU64pyegNTt5pSUiLXkXnkALcN+s4oKIQUkA+gwqBvs4Hldit9y23goG8iIrKNX6upWswzTPkOzSMHmN52opoBU1ZRZlmVbyVCNaEVXnXsLjm5W5AZJiIiqgKvElQt8l1yCqXcJVfltCiAWfbH9YCpWKtHkcgCYKzybZqapfIxHM0wMb1ERES2MWAil5l3qSklpVy0suppUcon361OWQHzAd/RlYpWAo6OYSq/S44fBSIiso1XCXKZ+dQmCkmBvBL7Y5gsxxe5nmHKrKqkAOBwhkl+nQETERFVgVcJcpl5MKKUlHIdJvtjmKqfYcowq/JdeVoU8yyWnQyTRVkBdssREZF1DJjIZebBiHlZAbt3yaH6d8llFpRA8rEx8S7g8J145WUFWLiSiIhsY8BELrPIMCnMM0wODvo2uB4wGSfetV600sixCX7LuxWZXSIiItsYMJHLKmaYHC8r4K5B37aKVpofw8EuOY5hIiKiKvAqQS6rPIbJkUrf5XekVa9Lzva0KJIkya9p9doq92Nqg2CGiYiIqsCAiVxWKcPk8FxyjnWXVeVqfiEUqspVvuX2lL225dyWKvdjXriSlb6JiMgWBkzkMlPApJSMA6bzruPUKFeLrpUdW4UGmgY212sV1qrK/RgM5VOjEBER2cKrBLnMfFoUg0Egv9S5qVGqNYap2BgwhajDoZAqv411+TcCAEJ9K06ZYoljmIiIyBG8SpDL5GlRJCUKSnUwTdtW5RgmSQKEqUvO9QxTTqkxYAr3tVJSwHgkAM7UYeJHgYiIbONVglxm6s4yv0PORylBo7L3tqpehkmrN6BYZAMAYgIqlxSQADkoc7wOEwcwERGRbQyYyGXmGSbz8UuSvdHTDgYztmSZlRSIDYq2fggnM0wCCt4nR0RENjFgIpfJY5gUCrOSAvbGLxmDE8D1LrkMs3nkrE+8CzjaJScP+uYYJiIiqgKvEuQy0y35lvPI2SspALO75FzrkjOvwWR14l3A4SyWXFaAHwUiIqoCrxLkMvO75BwtKSCZ/dfVLjmLiXf9rIxhkgDIWayqgzKOYSIiIkcwYCKXmYIR56ZFQflccq5mmPJL5IApwt/GXXJOT77LjwIREdnGqwS5zDT+RyWpHJoWpVz1MkxX8wugUBUCsJ5hcuYYOkN5lxwrfRMRkS0MmMhlFhkml8YwuRYwXc5PNx4XKoRoQqo8hqNdcpxLjoiIqsKAiVwmT42iUCLX0WlRUH6XnKuDvtMLrxqPpQqrooSBk4Ur2SVHRERV4FWCXGaeYSq/S67qMUyShGpX+s4oNgZMDTTWxy9JAIQpw2SoOihjwERERI7gVYJcZj75bn6JM2OYqpdhytVmAAAifG2UFLA4hp0Mk4FToxARkX28SpDLrGeYHBnDVL1B3wW6TABAtJVpUcqP4XxZAYnjmIiIyAYGTOQyU3bGmGFyImCqRqVvvUGgBNkAgEaBVQRMTk++q3S6LUREVH8wYCKXWS9c6XgdpqySDKePmV1YCklprPLduEFDu8ewl2GS55Jj4UoiIqoCAyZymbXJd+1lmCRJAhQlLh8z06zKd4yNLjnjnXNOFq7kR4GIiKrAqwS5zDLDZBz07VBZAb2/y8fMKCiFwqdsWhSbE++WZ4zsZpgMvEuOiIjs41WCXGYKRiQoUKIzBk/BDk2NYhwv5KNQO33MK3l5kJRFAKqYeBeAw3fJyQGVxErfRERkEwMmcpm1KtkBGkcGTxvfdsKFQd/nc66U7UGNIJ8g2yuaMkx26jBxLjkiInIErxLksooDpv3VSqiUjrylXC8rcDnPGDD5Sg1sVvk2LnY2w8SPAhER2carBLlMzjAZjG8jx0oKoLwOEwwQQjh1zPRC4zxygaowh47h6BgmwQwTERFVgVcJcpkp2DCUBSeODPg2Ks8MCTgXMGUUXwMAhKjD7azp/BgmIiIiWxgwkctMwYjBYAw27M0jZ2KezbGXAaooR2sMmCL8qhrwDRcqfSsYMhERkU0MmMhlJXpjPaVCXSEAJ7rkzN52znbJydOiVFFSACgfiG4vw6Qz6Mo2YKVvIiKyjQETueztlLcBAGcLDgJwPGAyH6ztbIapRGQDABoFxdjeP+BwhqlYXwwAEMLRYI+IiOojBkzkstzSXIvnDo9hMpuGxJk75YQQ0EnZAIDGIbYDJiPHMkzFuuKyhjhfE4qIiOoPBkzksmYhzSyeOzqGyfxt50zAlFukg6QyziPXLLSKeeTMjmFv/6ZuRWaYiIioKgyYyGUDmg4AADT2uRNAzWeYLuVkQ1IaM0JxwXYyTKYuOTuFKw9dOwQAkCS9zbpOREREDJjIZabxQXq9k3WY4NoYpjPZqcYfDGoE+AQ4dAxHAzJJWeBwO4iIqP5hwEQuM2VvtHpjcOLQPHIwzj1n4kyG6VxOGgDAB7arfBsPIMmlC+wFZCrJGOTpi+MdbgcREdU/DJjIZTphvCVfW3ZnfqDDGaby6VScCZjKp0UJdWBtx/YfrAkuaxDLChARkW0MmMhlBoMxGDFlmBzvkgMcHZRtzjQtSoC9aVEAh8sKaA1a4+oMmIiIqAoMmMhlpmCkVGcsPun41CjGQdaAcwFTRnEGAKCB3WlRAEcDMhauJCIiRzBgIpeZgo1SnXNTo5iPP8oqyXL4eDmlxmlRwn0jqt4/4PDku1q9McMElhUgIqIqMGAil5VnmIzPneuSMyrUFjq8rjwtSkDV06IY2c8wGYRBHofFDBMREVWFARO57IsTXwAAFH7/AHAuYNIXxQEACrSO385fLIzZqEZB0fZXdiDDJHfHgWOYiIioagyYyA0ElAoJfj6OBx2mytql+lKHt9FJOQCAxiH2qnwDwpRhMtjOMJkGfBs3YMBERES2MWAil/kojGOWDMVxCNSonKuUXRYwWQQtVcgvzQcUxmlM7E+LAofukpPHLwGAUIKFvomIyBYGTOQyU7CjDv/Nqe4446BsY0bH0QzT+RxjDSah16BRSIOq9y8Bprd2lQFTWfslSOBHgYiIqsKrBLmFMyUFgPIxQ45mmE5nXjb+oA+Gv9qB7jMHCmOajq0A75AjIqKqMWAilwX5BAEAilPvd3haFJnBuS65c7nGeeRUws60KDLHM0wKiQETERFVjQETueyGBjcAAIQuyKlpUYwblWWY9I4FTOXTojRwcP/2ywqYjs0MExER2cOAqcyKFSvQtGlT+Pr6onPnzvjtt9883SSvZz6tiLM1mOS75AyOjWG6Ik+L4kiVb0CUzSVnmiDYmooZJgkc9U1ERNbxqzWA9evXY8qUKVixYgV69OiBd999FwMGDMCRI0fQuHFjj7Xr14u/Yvau2VBICugMOmQWZ8JP5YdiXTEEjNOR+Ch84Kv0ha/KFyGakEr7sNZ9VTEwsBYoOLLd6ZzTxh+E0slpUQDAmGF688CbWHN4DSL9IuXXTedm7nKeMWByZFoUCZKcYbqYfxG9v+iNK4XGDFWwOhhhvsa56Er0xrvumGEiIiJ7eKUAsHTpUowePRpPPfUUAGD58uX46aef8M4772DhwoUea9e53HO4VnTNYlmRrsjiudaghdagRZ42D1eLrl7P5skM2lCHp0UxEaWh8s8F2gKHC1g28m/u2P515cGjKVgCgNzSXOSW5lqsG6yKRZpDeyUiovqq3gdMpaWl2LdvH2bMmGGxvG/fvti1a5eHWmV0c+hdGNsiHBklqSjS5yOt6CziA1qhgToSGSWXoRd6hKqjIEGCSqGGWuEr54Aq5misZW0qrlVpnUpPK+/jt6N67NOqne6SK83siR6tfOCvVqNtyG2QpIq9w5bZrB8Pp+HgOT1a3X2TQ/sXumDE5Sfh5lapKDEUoUCbg4TANmigjqywpoT9JwJwAplOtZ+IiOqXeh8wXbt2DXq9HtHRltNtREdHIy3Net6hpKQEJSUl8vPc3Fyr61XXoQt6LPlaAIgpW2KeXWlqZQtrQVFVKna7uTKGx9i1FuzneIZJqZCg1SuwfVd3AMB30NnZAgCMGamIAI3dNVUK43kcveCLoxcq/p6sjZky/i1VSo5hIiIi6+p9wGRSccyOEMLm7esLFy7EnDlzarxNEYEadEkItb+ih4UFqNGvrQPzu5V5vm9L/HjY+U6w8EA1+rSxf5w7W0WhX9toZOQ7Pu2Kv0aFBzs1crpNRERUP0hCCGfTEnVKaWkp/P398cUXX+CBBx6Ql0+ePBkpKSlITk6utI21DFN8fDxycnIQHBx8XdpNRERE1ZObm4uQkBCHrt/1vqyAWq1G586dsXXrVovlW7duRffu3a1uo9FoEBwcbPEgIiKiuotdcgCmTp2KESNGoEuXLujWrRvee+89nD9/HuPGjfN004iIiMgLMGACMHToUGRkZGDu3LlITU1Fu3bt8P333yMhIcHTTSMiIiIvUO/HMLmDM32gRERE5B04homIiIjIjRgwEREREdnBgImIiIjIDgZMRERERHYwYCIiIiKygwETERERkR0MmIiIiIjsYMBEREREZAcDJiIiIiI7GDARERER2cG55NzANLtMbm6uh1tCREREjjJdtx2ZJY4Bkxvk5eUBAOLj4z3cEiIiInJWXl4eQkJCqlyHk++6gcFgwOXLlxEUFARJkjzdHJfk5uYiPj4eFy5cqBMTCPN8vBvPx7vVpfOpS+cC8HzcTQiBvLw8xMbGQqGoepQSM0xuoFAoEBcX5+lmuEVwcHCd+BCa8Hy8G8/Hu9Wl86lL5wLwfNzJXmbJhIO+iYiIiOxgwERERERkBwMmAgBoNBrMnj0bGo3G001xC56Pd+P5eLe6dD516VwAno8ncdA3ERERkR3MMBERERHZwYCJiIiIyA4GTERERER2MGCq5RYuXIhbbrkFQUFBiIqKwv3334/jx49brCOEQFJSEmJjY+Hn54devXrh77//trvvQ4cOITExEX5+fmjUqBHmzp1bqXx8cnIyOnfuDF9fXzRr1gwrV66s8fPZtGkT+vXrh4iICEiShJSUFIf27Y3no9Vq8Z///Aft27dHQEAAYmNj8cQTT+Dy5cu18nwAICkpCa1atUJAQABCQ0PRu3dv/PHHH151PhcuXMDo0aMRGxsLtVqNhIQETJ48GRkZGQ5tv2PHDkiShOzs7CrXc/TvO3bsWNxwww3w8/NDZGQkBg8ejGPHjrl0bitWrEDTpk3h6+uLzp0747fffpNfq02fHXvnU9s+O/bOB6gdnx1nzsfc2LFjIUkSli9fbnefnjyfKgmq1fr16yc++OADcfjwYZGSkiLuvfde0bhxY5Gfny+vs2jRIhEUFCQ2btwoDh06JIYOHSoaNmwocnNzbe43JydHREdHi0cffVQcOnRIbNy4UQQFBYklS5bI65w+fVr4+/uLyZMniyNHjohVq1YJHx8fsWHDhho9n//9739izpw5YtWqVQKAOHDggN39euv5ZGdni969e4v169eLY8eOid27d4uuXbuKzp0718rzEUKITz75RGzdulX8888/4vDhw2L06NEiODhYpKene8X5/PPPPyIqKkrcfvvtYseOHeLcuXPi+++/F23bthUtWrQQGRkZdvexfft2AUBkZWVVuZ6jf993331XJCcnizNnzoh9+/aJ++67T8THxwudTufUuX322WfCx8dHrFq1Shw5ckRMnjxZBAQEiHPnzgkhatdnx9751LbPjr3zEcL7PzvOno/J5s2bRceOHUVsbKxYtmxZlfv05PnYw4CpjklPTxcARHJyshBCCIPBIGJiYsSiRYvkdYqLi0VISIhYuXKlzf2sWLFChISEiOLiYnnZwoULRWxsrDAYDEIIIaZPny5atWplsd3YsWPFbbfdVmPnY+7MmTMO/0+/NpyPyZ9//ikAVPqfjrnadD45OTkCgNi2bZvNda7n+fTv31/ExcWJwsJCi+WpqanC399fjBs3Tghh/JxMmzZNxMXFCbVaLZo3by7ef/99+X1n/hg5cqTDx3fk7/vXX38JAOLUqVNOndutt94qt9+kVatWYsaMGRbLastnx9HzMfH2z46z5+Ntn52KHDmfixcvikaNGonDhw+LhIQEuwGTt/y/zRp2ydUxOTk5AICwsDAAwJkzZ5CWloa+ffvK62g0GiQmJmLXrl3yslGjRqFXr17y8927dyMxMdGiNka/fv1w+fJlnD17Vl7HfL+mdfbu3QutVlsj5+Oo2nw+OTk5kCQJDRo0kJfV1vMpLS3Fe++9h5CQEHTs2NHj55OZmYmffvoJ48ePh5+fn8VrMTExGD58ONavXw8hBJ544gl89tlneOONN3D06FGsXLkSgYGBiI+Px8aNGwEAx48fR2pqKl5//XWHjg9Y//uaKygowAcffICmTZs6NaF3aWkp9u3bV+l31LdvX4vPuj3e8l5z5Xy8+bPj7Pl422fHlfMxGAwYMWIEpk2bhrZt21rdj7ecjyMYMNUhQghMnToVt99+O9q1awcASEtLAwBER0dbrBsdHS2/BgANGzZE48aN5edpaWlWtzHfp611dDodrl27ViPn46jaej7FxcWYMWMGhg0bZjGvUm07n2+//RaBgYHw9fXFsmXLsHXrVkRERHj8fE6ePAkhBFq3bm319datWyMrKwt79uzB559/jjVr1uCBBx5As2bNcPfdd2Po0KFQKpVygBgVFYWYmBiH56Ky9fcFjGNBAgMDERgYiB9//BFbt26FWq12aL8AcO3aNej1erufdXu85b3m7Pl4+2fH0fPx1s+OK+fzyiuvQKVSYdKkSTb34y3n4whOvluHTJgwAQcPHsTOnTsrvSZJksVzIYTFsoULFzq0TcXljqzjqqrOx57aeD5arRaPPvooDAYDVqxYYfFabTufO++8EykpKbh27RpWrVqFIUOG4I8//kBUVBQA7zwf8/2dOXMGSqUSiYmJDm/7ySefYOzYsfLzH374AT179pSfV/X3BYDhw4ejT58+SE1NxZIlSzBkyBD83//9H3x9fZ06B3ufdXu87W/jyPnUps+OvfOpbZ8dW+ezb98+vP7669i/f3+Vx/C286kKM0x1xMSJE/H1119j+/btiIuLk5fHxMQAQKVvZOnp6ZUidHMxMTFWtwHKo31b66hUKoSHh7t+MrB9Pq7y9vPRarUYMmQIzpw5g61bt9qdtdvbzycgIADNmzfHbbfdhtWrV0OlUmH16tUeP5/mzZtDkiQcOXLE6uvHjh1DaGgo/P39HdqfuUGDBiElJUV+dOnSRX7Nkb9vSEgIWrRogTvuuAMbNmzAsWPHsHnzZoePHxERAaVS6fRn3R5PvdccPZ/a8tlx9Hy89bPj7Pn89ttvSE9PR+PGjaFSqaBSqXDu3Dk899xzaNKkidedjyMYMNVyQghMmDABmzZtwi+//IKmTZtavN60aVPExMRg69at8rLS0lIkJyeje/fuNvfbrVs3/PrrrygtLZWXbdmyBbGxsfKbvVu3bhb7Na3TpUsX+Pj41Mj5uMqbz8f0P/yTJ09i27ZtDn3gvfl8bG1XUlJi8/XrdT7h4eHo06cPVqxYgaKiIovX0tLS8Mknn2Do0KFo3749DAYDkpOTre7H1FWm1+vlZUFBQWjevLn8MI2RcuXvC9j/nVlrU+fOnSv9jrZu3VrlZ90eT73XHDmf2vTZcfXv4y2fnYrsnc+IESNw8OBBiy8RsbGxmDZtGn766SevOx+H1OiQcqpxTz/9tAgJCRE7duwQqamp8sP8DqBFixaJkJAQsWnTJnHo0CHx2GOPVSorMGPGDDFixAj5eXZ2toiOjhaPPfaYOHTokNi0aZMIDg62emvns88+K44cOSJWr15d7Vs7HTmfjIwMceDAAfHdd98JAOKzzz4TBw4cEKmpqbXufLRarRg0aJCIi4sTKSkpFuuUlJTUuvPJz88XM2fOFLt37xZnz54V+/btE6NHjxYajUYcPnzYK87nxIkTIiIiQvTs2VMkJyeL8+fPix9++EG0a9fOoqzAqFGjRHx8vNi8ebM4ffq02L59u1i/fr0QwnjnjyRJYu3atSI9PV3k5eVZPZYjf99//vlHLFiwQOzdu1ecO3dO7Nq1SwwePFiEhYWJK1euOHVuptu8V69eLY4cOSKmTJkiAgICxNmzZ4UQteuzY+98attnx9751IbPjjPnY421u+S86XzsYcBUy6HC7c2mxwcffCCvYzAYxOzZs0VMTIzQaDTijjvuEIcOHbLYz8iRI0ViYqLFsoMHD4qePXsKjUYjYmJiRFJSknxbp8mOHTvEzTffLNRqtWjSpIl45513avx8PvjgA6vrzJ49u9adj7Vb1E2P7du317rzKSoqEg888ICIjY0VarVaNGzYUAwaNEj8+eefFvvx9PmcPXtWjBo1SsTExAgfHx8RHx8vJk6cKK5duyavU1RUJJ599lnRsGFDuazAmjVr5Nfnzp0rYmJihCRJNssKOPL3vXTpkhgwYICIiooSPj4+Ii4uTgwbNkwcO3bMpXN7++23RUJCglCr1aJTp04WJR9q02fH3vnUts+OvfOpLZ8dR8/HGmsBk7edT1UkISqUzyQiIiIiCxzDRERERGQHAyYiIiIiOxgwEREREdnBgImIiIjIDgZMRERERHYwYCIiIiKygwETERERkR0MmIiIiGqBhQsX4pZbbkFQUBCioqJw//334/jx4xbrCCGQlJSE2NhY+Pn5oVevXvj777/l1zMzMzFx4kS0bNkS/v7+aNy4MSZNmoScnByrxywpKcFNN90ESZKQkpLiUDt37dqFe+65B6GhofD19UX79u3x2muvWUwlZE9SUhJuuukmu+udPXsWo0ePRtOmTeHn54cbbrgBs2fPtphaJSMjA/3790dsbCw0Gg3i4+MxYcIE5ObmOtwegAETkVdw9H8O7rZjxw5IkgRJknD//fdf9+O7k+lcsrOz3b7vXr16YcqUKW7fL5EzkpOT8cwzz+D333/H1q1bodPp0LdvXxQUFMjrLF68GEuXLsVbb72FPXv2ICYmBn369EFeXh4A4PLly7h8+TKWLFmCQ4cOYe3atfjxxx8xevRoq8ecPn06YmNjHW7j5s2bkZiYiLi4OGzfvh3Hjh3D5MmTMX/+fDz66KNwd63sY8eOwWAw4N1338Xff/+NZcuWYeXKlXjhhRfkdRQKBQYPHoyvv/4aJ06cwNq1a7Ft2zaMGzfOuYPVeC1xonoONqZvMD1Gjhwp8vLyLKbluF62b98uAIjjx4+LrKys6358dzKdS02cR0ZGhsXci55w+PBh8eCDD4qEhAQBoNIUE0IIkZubKyZPniwaN24sfH19Rbdu3SpNrWHrfbh48WJ5neLiYjFhwgQRHh4u/P39xX333ScuXLhgt43nzp0TAwcOFP7+/iI8PFxMnDjRYl63oqIiMXLkSNGuXTuhVCrF4MGDHT7/DRs2iNatWwu1Wi1at24tNm3aZPF6cnKyGDhwoGjYsKEAIDZv3uzwvmur9PR0AUCejsRgMIiYmBixaNEieZ3i4mIREhIiVq5caXM/n3/+uVCr1UKr1Vos//7770WrVq3E33//LQCIAwcOVNme/Px8ER4eLh588MFKr3399dfy/IUmFy5cEEOHDhWhoaHC399fdO7cWfz+++9Wp/Axnx7LnsWLF4umTZtWuc7rr78u4uLiHN6nEEIww0RUw1JTU+XH8uXLERwcbLHs9ddfR2BgoMOz2NeEqKgoNGjQwGPH93ZhYWEICgryaBsKCwvRrFkzLFq0CDExMVbXeeqpp7B161Z89NFHOHToEPr27YvevXvj0qVL8jrm773U1FSsWbMGkiThoYcekteZMmUKNm/ejM8++ww7d+5Efn4+Bg4cWGWXil6vx7333ouCggLs3LkTn332GTZu3IjnnnvOYh0/Pz9MmjQJvXv3dvjcd+/ejaFDh2LEiBH466+/MGLECAwZMgR//PGHvE5BQQE6duyIt956y+H91nambrSwsDAAwJkzZ5CWloa+ffvK62g0GiQmJmLXrl1V7ic4OBgqlUpeduXKFYwZMwYfffQR/P39HWrPli1bkJGRgeeff77Sa/fddx9uvPFGfPrppwCA/Px8JCYm4vLly/j666/x119/Yfr06TAYDBg6dCiee+45tG3bVn6fDh061KE2mM7H9Dux5vLly9i0aRMSExMd3icAZpiIrqcPPvhAhISEVFo+e/Zs0bFjR/n5yJEjxeDBg8X8+fNFVFSUCAkJEUlJSUKr1Yrnn39ehIaGikaNGonVq1db7OfixYtiyJAhokGDBiIsLEwMGjRInDlzxmZ7bGVlvvjiC9GuXTvh6+srwsLCxN133y3y8/Pl19esWSNatWolNBqNaNmypXj77bcttrf1zdFkxYoVolmzZsLHx0fceOON4n//+5/F9gDEqlWrxP333y/8/PxE8+bNxVdffWWxznfffSdatGghfH19Ra9eveRvpaZzOXv2rBg4cKBo0KCB8Pf3F23atBHfffedzd/F22+/LZo3by40Go2IiooSDz30kPxaYmKimDx5svw8ISFBzJ8/Xzz55JMiMDBQxMfHi3fffdep38HXX38tOnXqJDQajWjatKn893WEtUlMCwsLhVKpFN9++63F8o4dO4pZs2bZ3NfgwYPFXXfdJT/Pzs4WPj4+FpmAS5cuCYVCIX788Ueb+/n++++FQqEQly5dkpd9+umnQqPRiJycnErrm97jjhgyZIjo37+/xbJ+/fqJRx991Or6qAcZJoPBIO677z5x++23y8v+7//+TwCw+BsIIcSYMWNE3759re7n2rVronHjxhbvEYPBIPr37y/++9//CiHKJzq2l2FatGhRlVneQYMGidatWwshhHj33XdFUFCQyMjIsLpuxf8nOurUqVMiODhYrFq1qtJrjz76qPDz8xMAxH333SeKioqc2jczTERe6pdffsHly5fx66+/YunSpUhKSsLAgQMRGhqKP/74A+PGjcO4ceNw4cIFAMYMxJ133onAwED8+uuv2LlzJwIDA9G/f3+LAZD2pKam4rHHHsO//vUvHD16FDt27MCDDz4ojz1YtWoVZs2ahfnz5+Po0aNYsGABXnrpJXz44YcAqv7mCBjHOEyePBnPPfccDh8+jLFjx+LJJ5/E9u3bLdoxZ84cDBkyBAcPHsQ999yD4cOHIzMzEwBw4cIFPPjgg7jnnnuQkpKCp556CjNmzLDY/plnnkFJSQl+/fVXHDp0CK+88goCAwOtnvPevXsxadIkzJ07F8ePH8ePP/6IO+64o8rf02uvvYYuXbrgwIEDGD9+PJ5++mkcO3bMod/BTz/9hMcffxyTJk3CkSNH8O6772Lt2rWYP3++w3+ninQ6HfR6PXx9fS2W+/n5YefOnVa3uXLlCr777juL8Sv79u2DVqu1yFLExsaiXbt2VWYpdu/ejXbt2lmMd+nXrx9KSkqwb98+V09L3rd5e0z7rqo9dd2ECRNw8OBBOWNjTpIki+dCiErLACA3Nxf33nsv2rRpg9mzZ8vL33zzTeTm5mLmzJk2j9+2bVsEBgYiMDAQAwYMqHQ8a8zbkZKSgptvvrnKTFBF48aNk49p7bN8+fJl9O/fH4888gieeuqpSq8vW7YM+/fvx5dffol//vkHU6dOdfjYphMgouvEmQxTQkKC0Ov18rKWLVuKnj17ys91Op0ICAgQn376qRBCiNWrV4uWLVsKg8Egr1NSUiL8/PzETz/9ZLU91jJM+/btEwDE2bNnrW4THx8v1q1bZ7Hsv//9r+jWrZsQwv43x+7du4sxY8ZYLHvkkUfEPffcIz8HIF588UX5eX5+vpAkSfzwww9CCCFmzpwpWrdubXGu//nPfyzOpX379iIpKclqGyrauHGjCA4OtjlOyVqG6fHHH5efGwwGERUVJd555x0hhP3fQc+ePcWCBQssln300UeiYcOGDrXXWoZJCCG6desmEhMTxaVLl4ROpxMfffSRkCRJ3HjjjVb388orr4jQ0FCLb9qffPKJUKvVldbt06eP+Pe//22zTWPGjBF9+vSptFytVld6vwjhXIbJx8dHfPLJJxbLbLVTiLqfYZowYYKIi4sTp0+ftlj+zz//CABi//79FssHDRoknnjiCYtlubm5olu3buLuu++ulGkZPHiwUCgUQqlUyg8AQqlUyvs5e/asOHnypDh58qS4ePGiEEKITZs2CQDi//7v/6y2u0WLFvLffOrUqeKOO+6weY7WMkxXrlyRj3ny5EmL1y5duiRuvPFGMWLECIv/b9ry22+/CQDi8uXLdtc1YYaJyEu1bdsWCkX5RzQ6Ohrt27eXnyuVSoSHhyM9PR2AMTNw6tQpBAUFyd/AwsLCUFxcjH/++cfh43bs2BF333032rdvj0ceeQSrVq1CVlYWAODq1au4cOECRo8ebfFNb968efIx7H1zPHr0KHr06GGxrEePHjh69KjFsg4dOsg/BwQEICgoSD7Xo0eP4rbbbrP41tytWzeL7SdNmoR58+ahR48emD17Ng4ePGjznPv06YOEhAQ0a9YMI0aMwCeffILCwsIqf0/m7ZMkCTExMXL77P0O9u3bh7lz51r8DseMGYPU1FS7x63KRx99BCEEGjVqBI1GgzfeeAPDhg2DUqm0uv6aNWswfPjwSlkpa4RZdmDAgAFyu9u2bSuvYy2LIWxkN6w5f/68xe9kwYIFNvftzH7rCiEEJkyYgE2bNuGXX35B06ZNLV5v2rQpYmJisHXrVnlZaWkpkpOT0b17d3lZbm4u+vbtC7Vaja+//rrS3/+NN97AX3/9hZSUFKSkpOD7778HAKxfv17OgiYkJKB58+Zo3rw5GjVqBADo27cvwsLC8Nprr1Vq+9dff42TJ0/iscceA2D8/KSkpMhZ44rUanWlMXNRUVHyMZs3by4vv3TpEnr16oVOnTrhgw8+sPj/pi2iLAtWUlJid10Tlf1ViMgTfHx8LJ5LkmR1mambx2AwoHPnzvjkk08q7SsyMtLh4yqVSmzduhW7du3Cli1b8Oabb2LWrFn4448/5MGfq1atQteuXSttBxi7gOxx5OJX1bkKB25Nfuqpp9CvXz9899132LJlCxYuXIjXXnsNEydOrLRuUFAQ9u/fjx07dmDLli14+eWXkZSUhD179tgcDF9V++z9DgwGA+bMmYMHH3yw0muOBC+23HDDDUhOTkZBQQFyc3PRsGFDDB06tNKFFQB+++03HD9+HOvXr7dYHhMTg9LSUmRlZSE0NFRenp6eLl9033//fRQVFQEo/z3ExMRYDMIGgKysLGi1WkRHRzvU/tjYWItaP6aAMyYmBmlpaRbrpqenO7zfuuKZZ57BunXr8NVXXyEoKEj+nYSEhMDPzw+SJGHKlClYsGABWrRogRYtWmDBggXw9/fHsGHDAAB5eXno27cvCgsL8fHHHyM3N1euRxQZGQmlUonGjRtbHNfU/XXDDTcgLi7OZvsCAgLw7rvv4tFHH8W///1vTJgwAcHBwfj5558xbdo0PPzwwxgyZAgA4LHHHsOCBQtw//33Y+HChWjYsCEOHDiA2NhYdOvWDU2aNMGZM2eQkpKCuLg4BAUFQaPRVDrm5cuX0atXLzRu3BhLlizB1atX5ddMN0d8//33uHLlCm655RYEBgbiyJEjmD59Onr06IEmTZo4/PtnhomojujUqRNOnjxZ6VtY8+bNERIS4tS+JElCjx49MGfOHBw4cABqtRqbN29GdHQ0GjVqhNOnT1c6humibO+bY+vWrSuNqdm1axdat27tcPvatGmD33//3WJZxecAEB8fj3HjxmHTpk147rnnsGrVKpv7VKlU6N27NxYvXoyDBw/i7Nmz+OWXXxxukzl7v4NOnTrh+PHjlX6HzZs3d+jbsT0BAQFo2LAhsrKy8NNPP2Hw4MGV1lm9ejU6d+6Mjh07Wizv3LkzfHx8LLIUqampOHz4sBwwNWrUSG5vQkICAGOG7/Dhw0hNTZW327JlCzQaDTp37uxQu1UqlcXvwhQwdevWzaI9pn2bZ03qg3feeQc5OTno1asXGjZsKD/Mg97p06djypQpGD9+PLp06YJLly5hy5Yt8l2e+/btwx9//IFDhw6hefPmFvsxjYesjocffhjbt2/HhQsXcMcdd6Bly5ZYunQpZs2ahc8++0z+YqRWq7FlyxZERUXhnnvuQfv27bFo0SL5i9dDDz2E/v37484770RkZKTVsVqA8X1w6tQp/PLLL4iLi7M4HxM/Pz+sWrUKt99+O1q3bo0pU6Zg4MCB+Pbbb506N2aYiOqI4cOH49VXX8XgwYMxd+5cxMXF4fz589i0aROmTZtW5TdDc3/88Qd+/vln9O3bF1FRUfjjjz9w9epVOaBJSkrCpEmTEBwcjAEDBqCkpAR79+5FVlYWpk6daveb47Rp0zBkyBB06tQJd999N7755hts2rQJ27Ztc/hcx40bh9deew1Tp07F2LFjsW/fPqxdu9ZinSlTpmDAgAG48cYbkZWVhV9++cVmUPbtt9/i9OnTuOOOOxAaGorvv/8eBoMBLVu2dLhN5uz9Dl5++WUMHDgQ8fHxeOSRR6BQKHDw4EEcOnQI8+bNs7rP0tJSHDlyRP750qVLSElJQWBgoNw98dNPP0EIgZYtW+LUqVOYNm0aWrZsiSeffNJiX7m5ufjiiy+sdp2EhIRg9OjReO655xAeHo6wsDA8//zzaN++fZWlAPr27Ys2bdpgxIgRePXVV5GZmYnnn38eY8aMQXBwsLzekSNHUFpaiszMTOTl5ckZpaoKt06ePBl33HEHXnnlFQwePBhfffUVtm3bZhF45+fn49SpU/JzU3YiLCysUsaktnIksypJEpKSkpCUlGT19V69ejldPLJJkyZObdOzZ0/88MMPdtdLSEjAhg0brL6m0WhsvmZu1KhRGDVqVJXr3Hnnne65QcDh0U5EVG3OlhUwV3HgsRCVB/+mpqaKJ554QkRERAiNRiOaNWsmxowZY/W2biGsD/o+cuSI6Nevn4iMjBQajUbceOON4s0337TY7pNPPhE33XSTUKvVIjQ0VNxxxx0WhQTPnj0rHnroIREcHCz8/f1Fly5dxB9//CG/7khZgYqDdkNCQiyK133zzTdyGYCePXuKNWvWWJzLhAkTxA033CA0Go2IjIwUI0aMsFkc9LfffhOJiYkiNDRU+Pn5iQ4dOoj169fLr1sb9F1x0HXHjh3F7NmzHf4d/Pjjj6J79+7Cz89PBAcHi1tvvVW89957VtsnRPmt3RUfiYmJ8jrr168XzZo1E2q1WsTExIhnnnlGZGdnV9rXu+++K/z8/Ky+JoSxwOSECRNEWFiY8PPzEwMHDhTnz5+32TaTc+fOiXvvvVf4+fmJsLAwMWHCBFFcXGyxjqnwZsWHPV988YVo2bKl8PHxEa1atRIbN260eN30Xq74GDlypN19EzlCEsLNdcqJqNbYsWMH7rzzTmRlZbFwJRFRFTiGiYgQFxcn371CRESVMcNEVI8VFRXJ02YEBgbanHKDiKi+Y8BEREREZAe75IiIiIjsYMBEROSFzp49C0mSIElSlbfcE9H1wYCJiGqFFStWoGnTpvD19UXnzp3x22+/ya8JIZCUlITY2Fj4+fmhV69e+Pvvv+3u89ChQ0hMTISfnx8aNWqEuXPnVqo3k5ycjM6dO8PX1xfNmjXDypUr7e63pKQEEydOREREBAICAjBo0CBcvHjRYp2srCyMGDECISEhCAkJwYgRI5CdnS2/Hh8fj9TUVDz33HN2j0dENY8BExF5vfXr12PKlCmYNWsWDhw4gJ49e2LAgAE4f/48AGDx4sVYunQp3nrrLezZswcxMTHo06cP8vLybO4zNzcXffr0QWxsLPbs2YM333wTS5YswdKlS+V1zpw5g3vuuQc9e/bEgQMH8MILL2DSpEnYuHFjle2dMmUKNm/ejM8++ww7d+5Efn4+Bg4caDE31rBhw5CSkoIff/wRP/74I1JSUjBixAj5daVSiZiYGKuzshORB3iuBBQRkWNuvfVWMW7cOItlrVq1EjNmzBAGg0HExMSIRYsWya8VFxeLkJAQsXLlSpv7XLFihQgJCbEorLhw4UIRGxsrDAaDEEKI6dOni1atWllsN3bsWHHbbbfZ3G92drbw8fERn332mbzs0qVLQqFQiB9//FEIYSwOCkD8/vvv8jq7d+8WAMSxY8cs9mdt1nYiuv6YYSIir1ZaWop9+/ahb9++Fsv79u2LXbt24cyZM0hLS7N4XaPRIDEx0WI6hFGjRqFXr17y8927dyMxMdFiQs9+/frh8uXLOHv2rLxOxeP269cPe/fuhVarBWAs/ilJkrzNvn37oNVqLbaLjY1Fu3bt5Pbs3r0bISEhFhMY33bbbQgJCXHPFA5E5HYMmIjIq127dg16vb7SzPTR0dFIS0uTZ2y39bpJw4YNLeYUS0tLs7qN6bWq1tHpdLh27RoAwN/fHy1btoSPj4+8jVqtRmhoqM32pKWlISoqqtK5RkVFWbSZiLwHJ98lolrBNMu5iRDCYpm91xcuXOjQPisut7fOrbfeimPHjtltv732WluHiLwHM0xE5NUiIiKgVCorZV7S09MRHR0tVye39botMTExVrcByjNNttZRqVQIDw+3ud/S0lJkZWXZbE9MTAyuXLlSadurV69W2WYi8hwGTETk1dRqNTp37oytW7daLN+6dSu6d++Opk2bIiYmxuL10tJSJCcno3v37jb3261bN/z6668oLS2Vl23ZsgWxsbFo0qSJvE7F427ZsgVdunSRu+Aq6ty5M3x8fCy2S01NxeHDh+X2dOvWDTk5Ofjzzz/ldf744w/k5ORU2WYi8iBPjjgnInLEZ599Jnx8fMTq1avFkSNHxJQpU0RAQIA4e/asEEKIRYsWiZCQELFp0yZx6NAh8dhjj4mGDRuK3NxceR8zZswQI0aMkJ9nZ2eL6Oho8dhjj4lDhw6JTZs2ieDgYLFkyRJ5ndOnTwt/f3/x7LPPiiNHjojVq1cLHx8fsWHDBnmdP/74Q7Rs2VJcvHhRXjZu3DgRFxcntm3bJvbv3y/uuusu0bFjR6HT6eR1+vfvLzp06CB2794tdu/eLdq3by8GDhxY6dx5lxyRd2DARES1wttvvy0SEhKEWq0WnTp1EsnJyfJrBoNBzJ49W8TExAiNRiPuuOMOcejQIYvtR44cKRITEy2WHTx4UPTs2VNoNBoRExMjkpKS5JICJjt27BA333yzUKvVokmTJuKdd96xeH379u0CgDhz5oy8rKioSEyYMEGEhYUJPz8/MXDgQHH+/HmL7TIyMsTw4cNFUFCQCAoKEsOHDxdZWVmVzpsBE5F34OS7REReLCkpCV9++SVSUlI83RSieo13yREReaHz58+jTZs2KC0tRZs2bTzdHKJ6jxkmIiIvpNPp5GKYGo0G8fHxnm0QUT3HgImIiIjIDpYVICIiIrKDARMRERGRHQyYiIiIiOxgwERERERkBwMmIiIiIjsYMBERERHZwYCJiIiIyA4GTERERER2MGAiIiIisuP/Aa6WLhtlBfC3AAAAAElFTkSuQmCC",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ds_waves[\"ast_dist_alt\"].plot()\n",
+ "ds_waves[\"le_dist_alt\"].plot()\n",
+ "ds_waves[\"pressure_alt\"].plot()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "5beaac54",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0, 0.5, 'Range [m]')"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "time_slc = slice(np.datetime64(\"2024-10-22T21:30\"), None)\n",
+ "# Trim time for every time variable\n",
+ "ds_waves = ds_waves.sel(time=time_slc, time_altraw=time_slc)\n",
+ "\n",
+ "ds_waves[\"ast_dist_alt\"].plot(label=\"Altimeter AST\")\n",
+ "ds_waves[\"le_dist_alt\"].plot(label=\"Altimeter LE\")\n",
+ "ds_waves[\"pressure_alt\"].plot(label=\"Pressure\")\n",
+ "plt.legend()\n",
+ "plt.ylabel(\"Range [m]\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b16888a6",
+ "metadata": {},
+ "source": [
+ "In the plot above we can see a couple things. One, our altimeter is operating in pulses of approximately 20 minutes, and two, our pressure sensor appears like it was not zeroed perfectly before deployment. This can be due to multiple reasons, and it is always a good thing to verify in post. We can calculate water depth from the pressure reading next and verify it against the altimeter measurements.\n",
+ "\n",
+ "We can check that the pressure sensor was zeroed properly by looking at the pressure data immediately before deployment, where it is reading ~0.7 dBar. Adjusting the pressure measurement by -0.7 dBar appears to then correct the depth measurement when comparing it to the altimeter readings."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "e65471e1",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0, 0.5, 'Range [m]')"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ds_waves[\"pressure\"] -= 0.7 # Adjust pressure sensor by 0.7 dBar\n",
+ "\n",
+ "# Calculate water depth\n",
+ "api.clean.water_depth_from_pressure(ds_waves, salinity=35)\n",
+ "\n",
+ "ds_waves[\"ast_dist_alt\"].plot(label=\"Altimeter AST\")\n",
+ "ds_waves[\"le_dist_alt\"].plot(label=\"Altimeter LE\")\n",
+ "ds_waves[\"depth\"].plot(label=\"Depth\")\n",
+ "plt.legend()\n",
+ "plt.ylabel(\"Range [m]\")\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5cb4ebc5",
+ "metadata": {},
+ "source": [
+ "The ADCP records a quality indicator that corresponds with each altimeter measurement algorithm, ranging from 0 to 100. These indicators are saved in the dataset as variables called \"ast_qual_alt\" and \"le_qual_alt\". We can use these variables to remove poor altimeter measurements.\n",
+ "\n",
+ "If values are removed, it is worthwhile to replace these values using the method of your choice. The FFT algorithm is unable to handle NaNs, and any windows that contain one with result in a spectra of NaN."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "db398852",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Remove datapoints where quality is below 40\n",
+ "ds_waves[\"ast_dist_alt\"] = ds_waves[\"ast_dist_alt\"].where(ds_waves[\"ast_quality_alt\"] > 40)\n",
+ "ds_waves[\"le_dist_alt\"] = ds_waves[\"le_dist_alt\"].where(ds_waves[\"le_quality_alt\"] > 40)\n",
+ "\n",
+ "# Interpolate gaps smaller than 5 seconds\n",
+ "ds_waves[\"ast_dist_alt\"] = ds_waves[\"ast_dist_alt\"].interpolate_na(dim=\"time\", max_gap=np.timedelta64(5, \"s\"), method=\"linear\")\n",
+ "ds_waves[\"le_dist_alt\"] = ds_waves[\"le_dist_alt\"].interpolate_na(dim=\"time\", max_gap=np.timedelta64(5, \"s\"), method=\"linear\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0c3beeb2",
+ "metadata": {},
+ "source": [
+ "Now, we can calculate the energy spectrum for the surface using `power_spectral_density`."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "140ac43a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "Szz_ast = fft_tool.power_spectral_density(ds_waves[\"ast_dist_alt\"], freq_units=\"Hz\")\n",
+ "Szz_le = fft_tool.power_spectral_density(ds_waves[\"le_dist_alt\"], freq_units=\"Hz\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "73dcb9f0",
+ "metadata": {},
+ "source": [
+ "If we plot the energy spectra we just calculated, we can see the differences between the two methods. The methods begin to diverge at high frequencies (wave periods < 5 s) and drift at low frequencies, which is why it is important to set a frequency range when esimating wave statistics."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "bc8f103b",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots(1, 2, figsize=(11, 5))\n",
+ "ax[0].loglog(Szz_ast[\"freq\"], Szz_ast.mean(\"time\"), label=\"Altimeter AST\")\n",
+ "ax[0].loglog(Szz_le[\"freq\"], Szz_le.mean(\"time\"), label=\"Altimeter LE\")\n",
+ "ax[0].set(xlabel=\"Frequency [Hz]\", ylabel=\"Energy Density [m$^2$/Hz]\", title =\"Full frequency range\", xlim=(5e-3, 0.5), ylim=(5e-3, 5))\n",
+ "ax[1].loglog(Szz_ast[\"freq\"].sel(freq=slc_freq), Szz_ast.sel(freq=slc_freq).mean(\"time\"), label=\"Altimeter AST\")\n",
+ "ax[1].loglog(Szz_le[\"freq\"].sel(freq=slc_freq), Szz_le.sel(freq=slc_freq).mean(\"time\"), label=\"Altimeter LE\")\n",
+ "ax[1].set(xlabel=\"Frequency [Hz]\", title=\"Frequency limits of 1/22 to 1/3 Hz\", xlim=(5e-3, 0.5), ylim=(5e-3, 5))\n",
+ "ax[1].legend()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b26a34c6",
+ "metadata": {},
+ "source": [
+ "Now we can use functions from the MHKiT Wave module to calculate significant wave height and various wave periods"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "4d3d0e77",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from mhkit import wave\n",
+ "\n",
+ "Szz_ast = Szz_ast.sel(freq=slc_freq)\n",
+ "Szz_le = Szz_le.sel(freq=slc_freq)\n",
+ "\n",
+ "# Wave height and period\n",
+ "Szz_ast = Szz_ast.T.to_pandas()\n",
+ "Hs_ast = wave.resource.significant_wave_height(Szz_ast)\n",
+ "Tm_ast = wave.resource.average_wave_period(Szz_ast)\n",
+ "Tp_ast = wave.resource.peak_period(Szz_ast)\n",
+ "\n",
+ "Szz_le = Szz_le.T.to_pandas()\n",
+ "Hs_le = wave.resource.significant_wave_height(Szz_le)\n",
+ "Tm_le = wave.resource.average_wave_period(Szz_le)\n",
+ "Tp_le = wave.resource.peak_period(Szz_le)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3b9c4a6f",
+ "metadata": {},
+ "source": [
+ "Next we'll create create a bin-averaged dataset using DOLfYN's tools to save these stats in."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "c304d50b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Create averaged dataset\n",
+ "ds_waves_avg = fft_tool.bin_average(ds_waves)\n",
+ "ds_waves_avg[\"wave_height_ast\"] = Hs_ast.to_xarray().astype(\"float32\")\n",
+ "ds_waves_avg[\"mean_period_ast\"] = Tm_ast.to_xarray().astype(\"float32\")\n",
+ "ds_waves_avg[\"peak_period_ast\"] = Tp_ast.to_xarray().astype(\"float32\")\n",
+ "\n",
+ "ds_waves_avg[\"wave_height_le\"] = Hs_le.to_xarray().astype(\"float32\")\n",
+ "ds_waves_avg[\"mean_period_le\"] = Tm_le.to_xarray().astype(\"float32\")\n",
+ "ds_waves_avg[\"peak_period_le\"] = Tp_le.to_xarray().astype(\"float32\")\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f86c69d7",
+ "metadata": {},
+ "source": [
+ "And plot. The difference between wave height and period below is due to the AST method estimating slightly higher energy levels in the wind-wave region (3-5 second waves). Both methods have the same spectral peak, so the peak period is equivalent.\n",
+ "\n",
+ "Again, the LE method determines the surface as the rising edge of the return acoustic signal, while AST determines the surface as the maximum point of the return acoustic signal. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "da81435e",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[Text(0, 0.5, 'Peak Period [s]'), Text(0.5, 0, 'Time')]"
+ ]
+ },
+ "execution_count": 14,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots(3, 1, figsize=(10, 7), constrained_layout=True)\n",
+ "ax[0].plot(\n",
+ " ds_waves_avg[\"time\"],\n",
+ " ds_waves_avg[\"wave_height_ast\"],\n",
+ " \".-\",\n",
+ " label=\"Altimeter AST\",\n",
+ ")\n",
+ "ax[0].plot(\n",
+ " ds_waves_avg[\"time\"],\n",
+ " ds_waves_avg[\"wave_height_le\"],\n",
+ " \".-\",\n",
+ " label=\"Altimeter LE\",\n",
+ ")\n",
+ "ax[0].legend()\n",
+ "ax[0].set(ylabel=\"Significant Wave Height [m]\")\n",
+ "\n",
+ "ax[1].plot(\n",
+ " ds_waves_avg[\"time\"],\n",
+ " ds_waves_avg[\"mean_period_ast\"],\n",
+ " \".-\",\n",
+ " label=\"Altimeter AST\",\n",
+ ")\n",
+ "ax[1].plot(\n",
+ " ds_waves_avg[\"time\"],\n",
+ " ds_waves_avg[\"mean_period_le\"],\n",
+ " \".-\",\n",
+ " label=\"Altimeter LE\",\n",
+ ")\n",
+ "ax[1].legend()\n",
+ "ax[1].set(ylabel=\"Mean Period [s]\")\n",
+ "ax[2].plot(\n",
+ " ds_waves_avg[\"time\"],\n",
+ " ds_waves_avg[\"peak_period_ast\"],\n",
+ " \".-\",\n",
+ " label=\"Altimeter AST\",\n",
+ ")\n",
+ "ax[2].plot(\n",
+ " ds_waves_avg[\"time\"],\n",
+ " ds_waves_avg[\"peak_period_le\"],\n",
+ " \".-\",\n",
+ " label=\"Altimeter LE\",\n",
+ ")\n",
+ "ax[2].legend()\n",
+ "ax[2].set(ylabel=\"Peak Period [s]\", xlabel=\"Time\")\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7f250b8f",
+ "metadata": {},
+ "source": [
+ "ADCPs can also be used to measure directional wave statistics, albeit to a lower degree of accuracy than one can get using a surface buoy. This can be done using the so-called the \"SUV\" method (short for \"Surface\" - \"U velocity\" - \"V velocity\"), which uses surface height to measure wave height, and the horizontal velocity vector to estimate wave orbital speed and direction. \n",
+ "\n",
+ "First, it is useful to see what velocity data the ADCP is measuring while in wave mode. First, we can do some basic processing and plot the velocity data."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "c477be85",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Data is already in the beam coordinate system\n",
+ "Data is already in the beam coordinate system\n"
+ ]
+ }
+ ],
+ "source": [
+ "# The ADCP transducers were measured to be 0.5 m from the feet of the lander\n",
+ "# Also adds 0.5 m to the \"depth\" variable since we already calculated it\n",
+ "api.clean.set_range_offset(ds_waves, 0.5)\n",
+ "# Remove surface sidelobe interference and low correlation values\n",
+ "ds_waves = api.clean.remove_surface_interference(ds_waves)\n",
+ "ds_waves = api.clean.correlation_filter(ds_waves, thresh=30)\n",
+ "# Correct magnetic declination\n",
+ "dolfyn.set_declination(ds_waves, 14.8, inplace=True) # 14.8 deg Eastz\n",
+ "dolfyn.rotate2(ds_waves, \"earth\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "59afeff9",
+ "metadata": {},
+ "source": [
+ "In the plot below, one can see that the ADCP is only measuring the top half of the water column. In order to measure wave direction, the ADCP needs to be able to capture the wave orbital velocity created by the waves. Because we still need to remove depth bins at the surface that are corrupted by sidelobe interference, the ADCP will generally only be able to measure the direction of long-period gravity waves (i.e., the \"peak\" or \"dominant\" wave direction)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "e9cfbf3b",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "C:\\Users\\mcve343\\AppData\\Local\\Temp\\ipykernel_28236\\212097317.py:10: MatplotlibDeprecationWarning: Getting the array from a PolyQuadMesh will return the full array in the future (uncompressed). To get this behavior now set the PolyQuadMesh with a 2D array .set_array(data2d).\n",
+ " fig.colorbar(h1, ax=ax[0], label=label, fraction=0.05, pad=0.02)\n",
+ "C:\\Users\\mcve343\\AppData\\Local\\Temp\\ipykernel_28236\\212097317.py:21: MatplotlibDeprecationWarning: Getting the array from a PolyQuadMesh will return the full array in the future (uncompressed). To get this behavior now set the PolyQuadMesh with a 2D array .set_array(data2d).\n",
+ " fig.colorbar(h2, ax=ax[1], label=label, fraction=0.05, pad=0.02)\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "[Text(0.5, 0, 'Time'), Text(0, 0.5, 'Depth [m]'), (0.0, 78.0)]"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots(2, figsize=(10, 6), constrained_layout=True)\n",
+ "h1 = ax[0].pcolor(\n",
+ " ds_waves[\"time\"].values,\n",
+ " ds_waves[\"range\"].values,\n",
+ " ds_waves[\"vel\"][0],\n",
+ " cmap=\"coolwarm_r\",\n",
+ ")\n",
+ "ax[0].plot(ds_waves[\"time\"], ds_waves[\"depth\"], \"k-\")\n",
+ "label = \"Velocity East [m/s]\"\n",
+ "fig.colorbar(h1, ax=ax[0], label=label, fraction=0.05, pad=0.02)\n",
+ "ax[0].set(xlabel=\"Time\", ylabel=\"Depth [m]\", ylim=(0, 78))\n",
+ "\n",
+ "h2 = ax[1].pcolor(\n",
+ " ds_waves[\"time\"].values,\n",
+ " ds_waves[\"range\"].values,\n",
+ " ds_waves[\"vel\"][1],\n",
+ " cmap=\"coolwarm_r\",\n",
+ ")\n",
+ "ax[1].plot(ds_waves[\"time\"], ds_waves[\"depth\"], \"k-\")\n",
+ "label = \"Velocity North [m/s]\"\n",
+ "fig.colorbar(h2, ax=ax[1], label=label, fraction=0.05, pad=0.02)\n",
+ "ax[1].set(xlabel=\"Time\", ylabel=\"Depth [m]\", ylim=(0, 78))\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "10c4437e",
+ "metadata": {},
+ "source": [
+ "The following codeblock runs through the computational steps to find the directional wave statistics. We start by creating a 3x vector with the highest depth bin for the east and north velocity vectors, plus the surface vector. We next calculate the auto-spectra of each of those vectors, along with their cross-spectra. We then use these spectral energy densities to compute the Fourier coefficients (a1, b1, a2, b2) and use them to find the peak wave direction and spread.\n",
+ "\n",
+ "To do this using DOLfYN's tools, we'll need to use the `cross_spectral_density` function, which is located in the ADV's API.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "317a1faa",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import xarray as xr\n",
+ "\n",
+ "## \"SUV\" method - AST, u velocity, v velocity\n",
+ "fft_tool = dolfyn.adv.api.ADVBinner(\n",
+ " n_bin=window * ds_waves.fs, fs=ds_waves.fs, n_fft=ds_waves.fs * window // 2\n",
+ ")\n",
+ "# Create 2D tensor for spectral analysis\n",
+ "disp = xr.DataArray(\n",
+ " data=np.array(\n",
+ " [\n",
+ " ds_waves[\"vel\"][0, 7].values, # first bin continuously below water surface\n",
+ " ds_waves[\"vel\"][1, 7].values,\n",
+ " ds_waves[\"ast_dist_alt\"].values,\n",
+ " ]\n",
+ " ),\n",
+ " coords={\"dir\": [\"u\", \"v\", \"z\"], \"time\": ds_waves[\"time\"]},\n",
+ ")\n",
+ "# Auto-spectra\n",
+ "psd = fft_tool.power_spectral_density(disp, freq_units=\"Hz\")\n",
+ "psd = psd.sel(freq=slc_freq)\n",
+ "Sxx = psd.sel(S=\"Sxx\")\n",
+ "Syy = psd.sel(S=\"Syy\")\n",
+ "Szz = psd.sel(S=\"Szz\")\n",
+ "\n",
+ "# Cross-spectra\n",
+ "csd = fft_tool.cross_spectral_density(disp, freq_units=\"Hz\")\n",
+ "csd = csd.sel(coh_freq=slc_freq)\n",
+ "Cxz = csd.sel(C=\"Cxz\").real\n",
+ "Cxy = csd.sel(C=\"Cxy\").real\n",
+ "Cyz = csd.sel(C=\"Cyz\").real\n",
+ "\n",
+ "# Check factor: generally should be around 1\n",
+ "k = np.sqrt((Sxx + Syy) / Szz)\n",
+ "\n",
+ "# Calculate peak wave direction and spread\n",
+ "a1 = Cxz.values / np.sqrt((Sxx + Syy) * Szz)\n",
+ "b1 = Cyz.values / np.sqrt((Sxx + Syy) * Szz)\n",
+ "a2 = (Sxx - Syy) / (Sxx + Syy)\n",
+ "b2 = 2 * Cxy.values / (Sxx + Syy)\n",
+ "theta = np.rad2deg(np.arctan2(b1, a1)) # degrees CCW from East, \"to\" convention\n",
+ "phi = np.rad2deg(np.sqrt(2 * (1 - np.sqrt(a1**2 + b1**2))))\n",
+ "\n",
+ "# Get peak frequency - fill nan slices with 0\n",
+ "peak_idx = psd[2].fillna(0).argmax(\"freq\")\n",
+ "# degrees CW from North (\"from\" convention)\n",
+ "direction = (270 - theta[:, peak_idx]) % 360\n",
+ "# Set direction from -180 to 180\n",
+ "direction[direction > 180] -= 360\n",
+ "spread = phi[:, peak_idx]\n",
+ "\n",
+ "ds_waves_avg[\"wave_check_factor\"] = k\n",
+ "ds_waves_avg[\"wave_a1_value\"] = a1\n",
+ "ds_waves_avg[\"wave_b1_value\"] = b1\n",
+ "ds_waves_avg[\"wave_a2_value\"] = a2\n",
+ "ds_waves_avg[\"wave_b2_value\"] = b2\n",
+ "ds_waves_avg[\"peak_wave_direction\"] = direction\n",
+ "ds_waves_avg[\"peak_wave_spread\"] = spread"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7b9ee95d",
+ "metadata": {},
+ "source": [
+ "And plot. Some datapoints may be missing for velocity data that was quality controlled out, but we can see that the highest energy waves are coming from -80 degees (10 degrees north of due West), with a spread of approximately 20 degrees."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "aa7c5d49",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[Text(0, 0.5, 'Peak Wave Spread [deg]')]"
+ ]
+ },
+ "execution_count": 18,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots(2, 1, figsize=(10, 5), constrained_layout=True)\n",
+ "ax[0].plot(\n",
+ " ds_waves_avg[\"time\"],\n",
+ " ds_waves_avg[\"peak_wave_direction\"],\n",
+ " \".-\",\n",
+ ")\n",
+ "ax[0].set(ylabel=\"Peak Wave Direction\\n[deg CW from N]\")\n",
+ "\n",
+ "ax[1].plot(\n",
+ " ds_waves_avg[\"time\"],\n",
+ " ds_waves_avg[\"peak_wave_spread\"],\n",
+ " \".-\",\n",
+ ")\n",
+ "ax[1].set(ylabel=\"Peak Wave Spread [deg]\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "1d05b8b5",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "work",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.10"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/data/dolfyn/Sig250_PacWave.ad2cp b/examples/data/dolfyn/Sig250_PacWave.ad2cp
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