From d958102bcc636e095f32a08f79aafcb981616bce Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Wed, 18 Mar 2026 16:22:46 +0100 Subject: [PATCH 01/33] compute kappa and alpha --- timflow/transient/aquifer.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/timflow/transient/aquifer.py b/timflow/transient/aquifer.py index 87acc8da..451cb158 100644 --- a/timflow/transient/aquifer.py +++ b/timflow/transient/aquifer.py @@ -113,6 +113,8 @@ def initialize(self): # Compute Saq and Sll self.Scoefaq = self.Saq * self.Haq self.Scoefll = self.Sll * self.Hll + # Compute kappa (hydraulic conductivity of leaky layer) + self.kappa = self.Hll / self.c if (self.topboundary == "con") and self.phreatictop: self.Scoefaq[0] = self.Scoefaq[0] / self.Haq[0] elif (self.topboundary == "lea") and self.phreatictop: @@ -131,10 +133,13 @@ def initialize(self): bmat = np.diag(np.ones(self.naq)) self.a = np.zeros((self.model.npval, len(self.c)), dtype=complex) self.b = np.zeros((self.model.npval, len(self.c)), dtype=complex) + self.alpha = np.zeros((self.model.npval, len(self.c)), dtype=complex) + for i in range(self.model.npval): w, v, a, b = self.compute_lab_eigvec(self.model.p[i]) self.a[i] = a self.b[i] = b + self.alpha[i] = np.sqrt(self.model.p[i] * self.Sll / self.kappa) # Eigenvectors are columns of v self.eigval[:, i] = w self.eigvec[:, :, i] = v From cb2ef3ceda6e7408da600482617ed68f5461dc40 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Wed, 18 Mar 2026 21:34:42 +0100 Subject: [PATCH 02/33] start of computing head in ll --- timflow/transient/aquifer.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/timflow/transient/aquifer.py b/timflow/transient/aquifer.py index 451cb158..27b98c20 100644 --- a/timflow/transient/aquifer.py +++ b/timflow/transient/aquifer.py @@ -133,13 +133,13 @@ def initialize(self): bmat = np.diag(np.ones(self.naq)) self.a = np.zeros((self.model.npval, len(self.c)), dtype=complex) self.b = np.zeros((self.model.npval, len(self.c)), dtype=complex) - self.alpha = np.zeros((self.model.npval, len(self.c)), dtype=complex) + self.alpha = np.zeros((len(self.c), self.model.npval), dtype=complex) for i in range(self.model.npval): w, v, a, b = self.compute_lab_eigvec(self.model.p[i]) self.a[i] = a self.b[i] = b - self.alpha[i] = np.sqrt(self.model.p[i] * self.Sll / self.kappa) + self.alpha[:, i] = np.sqrt(self.model.p[i] * self.Sll / self.kappa) # Eigenvectors are columns of v self.eigval[:, i] = w self.eigvec[:, :, i] = v From fe77b5a37087261521eae3725ed8b1504fd16035 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Wed, 18 Mar 2026 21:36:11 +0100 Subject: [PATCH 03/33] one more step --- timflow/transient/model.py | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/timflow/transient/model.py b/timflow/transient/model.py index f0664f4a..eb83c9a7 100644 --- a/timflow/transient/model.py +++ b/timflow/transient/model.py @@ -352,6 +352,17 @@ def head(self, x, y, t, layers=None, aq=None, derivative=0, neglect_steady=False h += htimml[:, np.newaxis] return h + def headll(self, x, y, t, ll_layer, aq=None): + if aq is None: + aq = self.aq.find_aquifer_data(x, y) + if ll_layer == 0: + print('not implemented yet for ll_layer = 0') + return + head = self.potential(x, y, t, returnphi=True) / aq.T[np.newaxis, :, np.newaxis] + eta = np.zeros_like(pot) # first row is leaky layer on top + #for i in range(1, aq.naq): + # eta[:, 1:] = head[:, :-1] * np.sinh(alpha + def velocompold(self, x, y, z, t, aq=None, layer_ltype=[0, 0]): # implemented for one layer if aq is None: From 37dcb5f62ea68645e3f39bf14fb8fab49fed3b98 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Thu, 19 Mar 2026 21:54:48 +0100 Subject: [PATCH 04/33] working on head in leaky layer --- timflow/transient/model.py | 33 +++++++++++++++++++++++++++------ 1 file changed, 27 insertions(+), 6 deletions(-) diff --git a/timflow/transient/model.py b/timflow/transient/model.py index eb83c9a7..97ef803b 100644 --- a/timflow/transient/model.py +++ b/timflow/transient/model.py @@ -352,16 +352,37 @@ def head(self, x, y, t, layers=None, aq=None, derivative=0, neglect_steady=False h += htimml[:, np.newaxis] return h - def headll(self, x, y, t, ll_layer, aq=None): + def headll(self, x, y, z, t, aq=None, returneta=False): if aq is None: aq = self.aq.find_aquifer_data(x, y) - if ll_layer == 0: + lay, ltype, _ = aq.findlayer(z) + assert ltype == 'l' + headbar = self.potential(x, y, t, returnphi=True) / aq.T[np.newaxis, :, np.newaxis] + if lay == 0: print('not implemented yet for ll_layer = 0') return - head = self.potential(x, y, t, returnphi=True) / aq.T[np.newaxis, :, np.newaxis] - eta = np.zeros_like(pot) # first row is leaky layer on top - #for i in range(1, aq.naq): - # eta[:, 1:] = head[:, :-1] * np.sinh(alpha + else: + eta = (headbar[:, lay - 1] * np.sinh(aq.alpha[lay] * (z - aq.zaqtop[lay])) + + headbar[:, lay] * np.sinh(aq.alpha[lay] * (aq.zaqbot[lay - 1] - z))) / np.sinh(aq.alpha[lay] * aq.Hll[lay]) + eta = eta[:, np.newaxis, :] + if returneta: + return eta + time = np.atleast_1d(t) + nlayers = 1 + rv = invlapcomp( + time, + eta, + self.npint, + self.M, + self.tintervals, + self.enumber, + self.etstart, + self.ebc, + nlayers, + ) + return rv + + def velocompold(self, x, y, z, t, aq=None, layer_ltype=[0, 0]): # implemented for one layer From b9cd0ed3d9baccfb574d2d55d3fcb9ffa9f9bbbd Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Fri, 20 Mar 2026 19:10:10 +0100 Subject: [PATCH 05/33] updated hlll Can now compute heads for array of time and z. Only need to incorporate varying head on top of aquifer. Should probably be renamed headalongvertical --- timflow/transient/model.py | 69 ++++++++++++++++++++++++++------------ 1 file changed, 48 insertions(+), 21 deletions(-) diff --git a/timflow/transient/model.py b/timflow/transient/model.py index 97ef803b..affcdc83 100644 --- a/timflow/transient/model.py +++ b/timflow/transient/model.py @@ -353,37 +353,64 @@ def head(self, x, y, t, layers=None, aq=None, derivative=0, neglect_steady=False return h def headll(self, x, y, z, t, aq=None, returneta=False): + """Head at x, y, t where t can be multiple times. + + Parameters + ---------- + x : float + y : float + z : float or array + t : list or array + times for which grid is returned + + Returns + ------- + h : array size `ntimes, nz` + """ + z = np.atleast_1d(z) + t = np.atleast_1d(t) + rv = np.zeros((len(z), len(t))) if aq is None: aq = self.aq.find_aquifer_data(x, y) - lay, ltype, _ = aq.findlayer(z) - assert ltype == 'l' - headbar = self.potential(x, y, t, returnphi=True) / aq.T[np.newaxis, :, np.newaxis] - if lay == 0: - print('not implemented yet for ll_layer = 0') - return - else: - eta = (headbar[:, lay - 1] * np.sinh(aq.alpha[lay] * (z - aq.zaqtop[lay])) + - headbar[:, lay] * np.sinh(aq.alpha[lay] * (aq.zaqbot[lay - 1] - z))) / np.sinh(aq.alpha[lay] * aq.Hll[lay]) - eta = eta[:, np.newaxis, :] - if returneta: - return eta - time = np.atleast_1d(t) - nlayers = 1 - rv = invlapcomp( - time, - eta, + headbar = self.potential(x, y, t, aq=aq, returnphi=True) / aq.T[np.newaxis, :, np.newaxis] + haq = invlapcomp( + t, + headbar, self.npint, self.M, self.tintervals, self.enumber, self.etstart, self.ebc, - nlayers, - ) + aq.nlayers, + ) + for iz in range(len(z)): + lay, ltype, _ = aq.findlayer(z[iz]) + if ltype == 'a': + rv[iz] = haq[lay] + elif ltype == 'l': + if lay == 0: + rv[iz] = np.nan + else: + eta = (headbar[:, lay - 1] * np.sinh(aq.alpha[lay] * (z[iz] - aq.zaqtop[lay])) + + headbar[:, lay] * np.sinh(aq.alpha[lay] * (aq.zaqbot[lay - 1] - z[iz]))) / np.sinh(aq.alpha[lay] * aq.Hll[lay]) + eta = eta[:, np.newaxis, :] + if returneta: + return eta + nlayers = 1 + rv[iz] = invlapcomp( + t, + eta, + self.npint, + self.M, + self.tintervals, + self.enumber, + self.etstart, + self.ebc, + nlayers, + ) return rv - - def velocompold(self, x, y, z, t, aq=None, layer_ltype=[0, 0]): # implemented for one layer if aq is None: From 3b30d0a33096e1028c0ba8039428fbf7b15bbd1c Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Mon, 23 Mar 2026 13:23:46 +0100 Subject: [PATCH 06/33] add head in leaky layer on top also renamed function to headinvertical and added example --- .../02examples/head_in_vertical.ipynb | 170 ++++++++++++++++++ timflow/transient/aquifer.py | 2 +- timflow/transient/model.py | 67 ++++--- 3 files changed, 209 insertions(+), 30 deletions(-) create mode 100755 docs/transient/02examples/head_in_vertical.ipynb diff --git a/docs/transient/02examples/head_in_vertical.ipynb b/docs/transient/02examples/head_in_vertical.ipynb new file mode 100755 index 00000000..9d8e46f7 --- /dev/null +++ b/docs/transient/02examples/head_in_vertical.ipynb @@ -0,0 +1,170 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Multi-layer example" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "import timflow.transient as tft\n", + "\n", + "plt.rcParams[\"font.size\"] = 8.0" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Consider a three-aquifer system. Aquifer properties are given in Table 1. All aquifers have elastic storage. A well is located at $(x,y)=(0,0)$ and is screened in layer 1. The well starts pumping at time $t=0$ with a discharge $Q=1000$ m$^3$/d. The radius of the well is 0.2 m.\n", + "\n", + "**Table 1 - Aquifer properties for exercise 1**\n", + "|Layer | $k$ (m/d) | $c$ (d) | $S_s$ (m$^{-1}$) | $z_t$ (m) | $z_b$ (m)|\n", + "|---------------| ---------:| -------:| -----:| ---------:| --------:|\n", + "|Aquifer 0 | 1 | - |0.0001 | 25 | 20|\n", + "|Leaky layer 1 | - | 1000 |0 | 20 | 18|\n", + "|Aquifer 1 | 20 | - |0.0001 | 18 | 10|\n", + "|Leaky layer 2 | - | 2000 |0 | 10 | 8|\n", + "|Aquifer 2 | 2 | - |0.0001 | 8 | 0|\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Confined top" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "ml = tft.ModelMaq(\n", + " kaq=[5, 10, 20],\n", + " z=[25, 22, 18, 13, 8, 0],\n", + " c=[1000, 2000],\n", + " Saq=[1e-4, 1e-4, 1e-4],\n", + " Sll=[1e-3, 1e-3],\n", + " phreatictop=False,\n", + " tmin=0.1,\n", + " tmax=1000,\n", + ")\n", + "w1 = tft.Well(ml, xw=0, yw=0, rw=0.2, tsandQ=[(0, 1000)], layers=1)\n", + "w2 = tft.Well(ml, xw=20, yw=0, rw=0.2, tsandQ=[(0, 177)], layers=1)\n", + "ml.solve()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "ml.head(10, 10, 1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "z = np.linspace(0, 25, 100)\n", + "h = ml.headinvertical(10, 10, z, [0.1, 1])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plt.plot(h[:, 0], z)\n", + "plt.plot(h[:, 1], z)\n", + "for i in range(ml.aq.naq - 1):\n", + " plt.axhspan(ml.aq.zaqtop[i + 1], ml.aq.zaqbot[i], color=[0.9, 0.9, 0.9])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Semi-onfined top" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "ml = tft.ModelMaq(\n", + " kaq=[5, 10, 20],\n", + " z=[30, 25, 22, 18, 13, 8, 0],\n", + " c=[500, 1000, 2000],\n", + " Saq=[1e-4, 1e-4, 1e-4],\n", + " Sll=[1e-3, 1e-3, 1e-3],\n", + " topboundary=\"semi\",\n", + " tmin=0.1,\n", + " tmax=1000,\n", + ")\n", + "w1 = tft.Well(ml, xw=0, yw=0, rw=0.2, tsandQ=[(0, 1000)], layers=1)\n", + "w2 = tft.Well(ml, xw=20, yw=0, rw=0.2, tsandQ=[(0, 177)], layers=1)\n", + "ml.solve()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "z = np.linspace(0, 30, 100)\n", + "h = ml.headinvertical(10, 10, z, [0.1, 1])\n", + "plt.plot(h[:, 0], z)\n", + "plt.plot(h[:, 1], z)\n", + "for i in range(len(ml.aq.z[::2]) - 1):\n", + " plt.axhspan(ml.aq.z[2 * i + 1], ml.aq.z[2 * i], color=[0.9, 0.9, 0.9])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.13.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/timflow/transient/aquifer.py b/timflow/transient/aquifer.py index 27b98c20..a6498289 100644 --- a/timflow/transient/aquifer.py +++ b/timflow/transient/aquifer.py @@ -134,7 +134,7 @@ def initialize(self): self.a = np.zeros((self.model.npval, len(self.c)), dtype=complex) self.b = np.zeros((self.model.npval, len(self.c)), dtype=complex) self.alpha = np.zeros((len(self.c), self.model.npval), dtype=complex) - + for i in range(self.model.npval): w, v, a, b = self.compute_lab_eigvec(self.model.p[i]) self.a[i] = a diff --git a/timflow/transient/model.py b/timflow/transient/model.py index affcdc83..fbe0fa4b 100644 --- a/timflow/transient/model.py +++ b/timflow/transient/model.py @@ -352,16 +352,15 @@ def head(self, x, y, t, layers=None, aq=None, derivative=0, neglect_steady=False h += htimml[:, np.newaxis] return h - def headll(self, x, y, z, t, aq=None, returneta=False): - """Head at x, y, t where t can be multiple times. + def headinvertical(self, x, y, z, t, aq=None, returneta=False): + """Head along vertical line at x, y, z, t. Parameters ---------- x : float y : float - z : float or array - t : list or array - times for which grid is returned + z : float, list, or array + t : float, list, or array Returns ------- @@ -372,7 +371,10 @@ def headll(self, x, y, z, t, aq=None, returneta=False): rv = np.zeros((len(z), len(t))) if aq is None: aq = self.aq.find_aquifer_data(x, y) - headbar = self.potential(x, y, t, aq=aq, returnphi=True) / aq.T[np.newaxis, :, np.newaxis] + headbar = ( + self.potential(x, y, t, aq=aq, returnphi=True) + / aq.T[np.newaxis, :, np.newaxis] + ) haq = invlapcomp( t, headbar, @@ -382,33 +384,40 @@ def headll(self, x, y, z, t, aq=None, returneta=False): self.enumber, self.etstart, self.ebc, - aq.nlayers, - ) - for iz in range(len(z)): + aq.naq, + ) + for iz in range(len(z)): lay, ltype, _ = aq.findlayer(z[iz]) - if ltype == 'a': + if ltype == "a": rv[iz] = haq[lay] - elif ltype == 'l': + elif ltype == "l": if lay == 0: - rv[iz] = np.nan - else: - eta = (headbar[:, lay - 1] * np.sinh(aq.alpha[lay] * (z[iz] - aq.zaqtop[lay])) + - headbar[:, lay] * np.sinh(aq.alpha[lay] * (aq.zaqbot[lay - 1] - z[iz]))) / np.sinh(aq.alpha[lay] * aq.Hll[lay]) - eta = eta[:, np.newaxis, :] - if returneta: - return eta - nlayers = 1 - rv[iz] = invlapcomp( - t, - eta, - self.npint, - self.M, - self.tintervals, - self.enumber, - self.etstart, - self.ebc, - nlayers, + eta = ( + headbar[:, lay] + * np.sinh(aq.alpha[lay] * (aq.z[lay] - z[iz])) + / np.sinh(aq.alpha[lay] * aq.Hll[lay]) ) + else: + eta = ( + headbar[:, lay - 1] + * np.sinh(aq.alpha[lay] * (z[iz] - aq.zaqtop[lay])) + + headbar[:, lay] + * np.sinh(aq.alpha[lay] * (aq.zaqbot[lay - 1] - z[iz])) + ) / np.sinh(aq.alpha[lay] * aq.Hll[lay]) + eta = eta[:, np.newaxis, :] + if returneta: + return eta + rv[iz] = invlapcomp( + t, + eta, + self.npint, + self.M, + self.tintervals, + self.enumber, + self.etstart, + self.ebc, + 1, + ) return rv def velocompold(self, x, y, z, t, aq=None, layer_ltype=[0, 0]): From 3fe40f8e50b75b659d31c9cb8d45fae9063e0c21 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Mon, 23 Mar 2026 16:14:27 +0100 Subject: [PATCH 07/33] added leaky top boundary for headinvertical --- .../02examples/head_in_vertical.ipynb | 62 ++++++++++++++++--- timflow/transient/aquifer.py | 7 ++- timflow/transient/model.py | 17 +++-- 3 files changed, 70 insertions(+), 16 deletions(-) diff --git a/docs/transient/02examples/head_in_vertical.ipynb b/docs/transient/02examples/head_in_vertical.ipynb index 9d8e46f7..3465c533 100755 --- a/docs/transient/02examples/head_in_vertical.ipynb +++ b/docs/transient/02examples/head_in_vertical.ipynb @@ -90,17 +90,22 @@ "metadata": {}, "outputs": [], "source": [ - "plt.plot(h[:, 0], z)\n", - "plt.plot(h[:, 1], z)\n", + "z = np.linspace(0, 25, 100)\n", + "t = [0.1, 1, 10, 100]\n", + "h = ml.headinvertical(10, 10, z, t)\n", + "for i in range(len(t)):\n", + " plt.plot(h[:, i], z)\n", "for i in range(ml.aq.naq - 1):\n", - " plt.axhspan(ml.aq.zaqtop[i + 1], ml.aq.zaqbot[i], color=[0.9, 0.9, 0.9])" + " plt.axhspan(ml.aq.zaqtop[i + 1], ml.aq.zaqbot[i], color=[0.9, 0.9, 0.9])\n", + "plt.axhspan(25, 30, color=[0.6, 0.6, 0.6])\n", + "plt.ylim(z[0], 30);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Semi-onfined top" + "## Semi-confined top" ] }, { @@ -131,11 +136,20 @@ "outputs": [], "source": [ "z = np.linspace(0, 30, 100)\n", - "h = ml.headinvertical(10, 10, z, [0.1, 1])\n", - "plt.plot(h[:, 0], z)\n", - "plt.plot(h[:, 1], z)\n", + "t = [0.1, 1, 10, 100]\n", + "h = ml.headinvertical(10, 10, z, t)\n", + "for i in range(len(t)):\n", + " plt.plot(h[:, i], z)\n", "for i in range(len(ml.aq.z[::2]) - 1):\n", - " plt.axhspan(ml.aq.z[2 * i + 1], ml.aq.z[2 * i], color=[0.9, 0.9, 0.9])" + " plt.axhspan(ml.aq.z[2 * i + 1], ml.aq.z[2 * i], color=[0.9, 0.9, 0.9])\n", + "plt.ylim(z[0], z[-1]);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Leaky layer top" ] }, { @@ -143,7 +157,37 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "ml = tft.ModelMaq(\n", + " kaq=[5, 10, 20],\n", + " z=[30, 25, 22, 18, 13, 8, 0],\n", + " c=[500, 1000, 2000],\n", + " Saq=[1e-4, 1e-4, 1e-4],\n", + " Sll=[1e-3, 1e-3, 1e-3],\n", + " topboundary=\"lea\",\n", + " tmin=0.1,\n", + " tmax=1000,\n", + ")\n", + "w1 = tft.Well(ml, xw=0, yw=0, rw=0.2, tsandQ=[(0, 1000)], layers=1)\n", + "w2 = tft.Well(ml, xw=20, yw=0, rw=0.2, tsandQ=[(0, 177)], layers=1)\n", + "ml.solve()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "z = np.linspace(0, 30, 100)\n", + "t = [0.1, 1, 10, 100]\n", + "h = ml.headinvertical(10, 10, z, t)\n", + "for i in range(len(t)):\n", + " plt.plot(h[:, i], z)\n", + "for i in range(len(ml.aq.z[::2]) - 1):\n", + " plt.axhspan(ml.aq.z[2 * i + 1], ml.aq.z[2 * i], color=[0.9, 0.9, 0.9])\n", + "plt.ylim(z[0], z[-1]);" + ] } ], "metadata": { diff --git a/timflow/transient/aquifer.py b/timflow/transient/aquifer.py index a6498289..d5906aca 100644 --- a/timflow/transient/aquifer.py +++ b/timflow/transient/aquifer.py @@ -133,12 +133,14 @@ def initialize(self): bmat = np.diag(np.ones(self.naq)) self.a = np.zeros((self.model.npval, len(self.c)), dtype=complex) self.b = np.zeros((self.model.npval, len(self.c)), dtype=complex) + self.d = np.zeros(self.model.npval, dtype=complex) self.alpha = np.zeros((len(self.c), self.model.npval), dtype=complex) for i in range(self.model.npval): - w, v, a, b = self.compute_lab_eigvec(self.model.p[i]) + w, v, a, b, dzero = self.compute_lab_eigvec(self.model.p[i]) self.a[i] = a self.b[i] = b + self.d[i] = dzero self.alpha[:, i] = np.sqrt(self.model.p[i] * self.Sll / self.kappa) # Eigenvectors are columns of v self.eigval[:, i] = w @@ -156,6 +158,7 @@ def initialize(self): def compute_lab_eigvec(self, p, returnA=False, B=None): sqrtpSc = np.sqrt(p * self.Scoefll * self.c) a, b = np.zeros_like(sqrtpSc), np.zeros_like(sqrtpSc) + dzero = 0j small = np.abs(sqrtpSc) < 200 a[small] = sqrtpSc[small] / np.tanh(sqrtpSc[small]) b[small] = sqrtpSc[small] / np.sinh(sqrtpSc[small]) @@ -190,7 +193,7 @@ def compute_lab_eigvec(self, p, returnA=False, B=None): index = np.argsort(abs(w))[::-1] w = w[index] v = v[:, index] - return w, v, a, b + return w, v, a, b, dzero def head_to_potential(self, h, layers): return h * self.Tcol[layers] diff --git a/timflow/transient/model.py b/timflow/transient/model.py index fbe0fa4b..70e1034d 100644 --- a/timflow/transient/model.py +++ b/timflow/transient/model.py @@ -392,11 +392,18 @@ def headinvertical(self, x, y, z, t, aq=None, returneta=False): rv[iz] = haq[lay] elif ltype == "l": if lay == 0: - eta = ( - headbar[:, lay] - * np.sinh(aq.alpha[lay] * (aq.z[lay] - z[iz])) - / np.sinh(aq.alpha[lay] * aq.Hll[lay]) - ) + if aq.topboundary == "sem": + eta = ( + headbar[:, lay] + * np.sinh(aq.alpha[lay] * (aq.z[lay] - z[iz])) + / np.sinh(aq.alpha[lay] * aq.Hll[lay]) + ) + elif aq.topboundary == "lea": + eta = ( + headbar[:, lay] + * np.cosh(aq.alpha[lay] * (aq.z[lay] - z[iz])) + / np.cosh(aq.alpha[lay] * aq.Hll[lay]) + ) else: eta = ( headbar[:, lay - 1] From 434087af4229546fe008d6917025e485f9ac7745 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Mon, 23 Mar 2026 20:49:06 +0100 Subject: [PATCH 08/33] Update docs --- docs/transient/02examples/head_in_vertical.ipynb | 2 +- docs/transient/02examples/index.rst | 14 +++++++++++++- 2 files changed, 14 insertions(+), 2 deletions(-) diff --git a/docs/transient/02examples/head_in_vertical.ipynb b/docs/transient/02examples/head_in_vertical.ipynb index 3465c533..dcc6bbba 100755 --- a/docs/transient/02examples/head_in_vertical.ipynb +++ b/docs/transient/02examples/head_in_vertical.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Multi-layer example" + "# Head propagation in leaky layers" ] }, { diff --git a/docs/transient/02examples/index.rst b/docs/transient/02examples/index.rst index 372a3604..291b8467 100644 --- a/docs/transient/02examples/index.rst +++ b/docs/transient/02examples/index.rst @@ -59,4 +59,16 @@ Pathlines :caption: Pathlines :hidden: - pathline_trace \ No newline at end of file + pathline_trace + +Head in leaky layers +-------------------- + +- :doc:`head_in_vertical` + +.. toctree:: + :maxdepth: 2 + :caption: Head in leaky layers + :hidden: + + head_in_vertical \ No newline at end of file From e3fab292b03d1dd5ae128978766a645791bf73d8 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Mon, 23 Mar 2026 20:49:27 +0100 Subject: [PATCH 09/33] Start with head in leaky layers because of loading eff --- timflow/transient/model.py | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/timflow/transient/model.py b/timflow/transient/model.py index 70e1034d..59ea9a45 100644 --- a/timflow/transient/model.py +++ b/timflow/transient/model.py @@ -22,6 +22,7 @@ compute_laplace_parameters_numba, invlap, invlapcomp, + invlapgen, ) from timflow.transient.plots import PlotTransient @@ -427,6 +428,26 @@ def headinvertical(self, x, y, z, t, aq=None, returneta=False): ) return rv + def headll(self, z, t, aq, returneta=False): + """Head in leaky layer caused by loading efficiency + """ + z = np.atleast_1d(z) + t = np.atleast_1d(t) + rv = np.zeros((len(z), len(t))) + headbar = -1 / self.p + for iz in range(len(z)): + lay, ltype, _ = aq.findlayer(z[iz]) + eta = ( + headbar + * np.sinh(aq.alpha[lay] * (z[iz] - aq.zaqtop[lay])) + + headbar + * np.sinh(aq.alpha[lay] * (aq.zaqbot[lay - 1] - z[iz])) + ) / np.sinh(aq.alpha[lay] * aq.Hll[lay]) + if returneta: + return eta + rv[iz] = invlapgen(t, eta, self.M, self.tintervals, np.array([0.0]), np.array([1.0])) + return rv + def velocompold(self, x, y, z, t, aq=None, layer_ltype=[0, 0]): # implemented for one layer if aq is None: From 1ec64b416ac36097384ee1a16b5ea0277762f31b Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Mon, 23 Mar 2026 20:52:49 +0100 Subject: [PATCH 10/33] ruff --- timflow/transient/model.py | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/timflow/transient/model.py b/timflow/transient/model.py index 59ea9a45..1e6ab509 100644 --- a/timflow/transient/model.py +++ b/timflow/transient/model.py @@ -429,8 +429,7 @@ def headinvertical(self, x, y, z, t, aq=None, returneta=False): return rv def headll(self, z, t, aq, returneta=False): - """Head in leaky layer caused by loading efficiency - """ + """Head in leaky layer caused by loading efficiency.""" z = np.atleast_1d(z) t = np.atleast_1d(t) rv = np.zeros((len(z), len(t))) @@ -438,14 +437,14 @@ def headll(self, z, t, aq, returneta=False): for iz in range(len(z)): lay, ltype, _ = aq.findlayer(z[iz]) eta = ( - headbar - * np.sinh(aq.alpha[lay] * (z[iz] - aq.zaqtop[lay])) - + headbar - * np.sinh(aq.alpha[lay] * (aq.zaqbot[lay - 1] - z[iz])) - ) / np.sinh(aq.alpha[lay] * aq.Hll[lay]) + headbar * np.sinh(aq.alpha[lay] * (z[iz] - aq.zaqtop[lay])) + + headbar * np.sinh(aq.alpha[lay] * (aq.zaqbot[lay - 1] - z[iz])) + ) / np.sinh(aq.alpha[lay] * aq.Hll[lay]) if returneta: return eta - rv[iz] = invlapgen(t, eta, self.M, self.tintervals, np.array([0.0]), np.array([1.0])) + rv[iz] = invlapgen( + t, eta, self.M, self.tintervals, np.array([0.0]), np.array([1.0]) + ) return rv def velocompold(self, x, y, z, t, aq=None, layer_ltype=[0, 0]): From a9473f18aeb83ce5904af7cdd04d43435e1d2b5c Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Tue, 24 Mar 2026 09:53:24 +0100 Subject: [PATCH 11/33] added leffll --- timflow/transient/aquifer.py | 4 ++++ timflow/transient/aquifer_parameters.py | 13 +++++++++-- timflow/transient/circinhom.py | 24 ++++++++++++++++---- timflow/transient/inhom1d.py | 29 ++++++++++++++++++++++--- timflow/transient/model.py | 29 ++++++++++++++++++++++--- 5 files changed, 87 insertions(+), 12 deletions(-) diff --git a/timflow/transient/aquifer.py b/timflow/transient/aquifer.py index d5906aca..c9a815c7 100644 --- a/timflow/transient/aquifer.py +++ b/timflow/transient/aquifer.py @@ -24,6 +24,7 @@ def __init__( Saq, Sll, leffaq, + leffll, poraq, porll, ltype, @@ -49,6 +50,7 @@ def __init__( self.Sll = np.atleast_1d(Sll).astype(float) self.Sll[self.Sll < 1e-20] = 1e-20 # Cannot be zero self.leffaq = np.atleast_1d(leffaq).astype(float) + self.leffll = np.atleast_1d(leffll).astype(float) self.poraq = np.atleast_1d(poraq).astype(float) self.porll = np.atleast_1d(porll).astype(float) self.ltype = np.atleast_1d(ltype) @@ -276,6 +278,7 @@ def __init__( Saq, Sll, leffaq, + leffll, poraq, porll, ltype, @@ -294,6 +297,7 @@ def __init__( Saq, Sll, leffaq, + leffll, poraq, porll, ltype, diff --git a/timflow/transient/aquifer_parameters.py b/timflow/transient/aquifer_parameters.py index 4b7ea388..bcfcba1f 100644 --- a/timflow/transient/aquifer_parameters.py +++ b/timflow/transient/aquifer_parameters.py @@ -14,6 +14,7 @@ def param_maq( Saq=[0.001], Sll=[0], leffaq=0, + leffll=0, poraq=[0.3], porll=[0.3], topboundary="conf", @@ -28,6 +29,7 @@ def param_maq( Sll = np.atleast_1d(Sll).astype(float) porll = np.atleast_1d(porll).astype(float) leffaq = np.atleast_1d(leffaq).astype(float) + leffll = np.atleast_1d(leffll).astype(float) H = z[:-1] - z[1:] assert np.all(H >= 0), ( "Error: Not all layer thicknesses are" + " non-negative" + str(H) @@ -93,6 +95,8 @@ def param_maq( porll = porll * np.ones(naq) if len(leffaq) == 1: leffaq = leffaq * np.ones(naq) + if len(leffll) == 1: + leffll = leffll * np.ones(naq) assert len(kaq) == naq, "Error: Length of kaq needs to be " + str(naq) assert len(Saq) == naq, "Error: Length of Saq needs to be " + str(naq) assert len(poraq) == naq, "Error: Length of poraq needs to be " + str(naq) @@ -100,13 +104,14 @@ def param_maq( assert len(Sll) == naq, "Error: Length of Sll needs to be " + str(naq) assert len(porll) == naq, "Error: Length of porll needs to be " + str(naq) assert len(leffaq) == naq, "Error: Length of leffaq needs to be " + str(naq) + assert len(leffll) == naq, "Error: Length of leffll needs to be " + str(naq) Haq = H[1::2] Hll = H[::2] # layertype nlayers = len(z) - 1 ltype = np.array(nlayers * ["a"]) ltype[0::2] = "l" - return kaq, Haq, Hll, c, Saq, Sll, leffaq, poraq, porll, ltype + return kaq, Haq, Hll, c, Saq, Sll, leffaq, leffll, poraq, porll, ltype def param_3d( @@ -115,6 +120,7 @@ def param_3d( Saq=[0.001], kzoverkh=1, leffaq=0, + leffll=0, poraq=0.3, phreatictop=False, topboundary="conf", @@ -138,6 +144,9 @@ def param_3d( leffaq = np.atleast_1d(leffaq).astype(float) if len(leffaq) == 1: leffaq = leffaq * np.ones(naq) + leffll = np.atleast_1d(leffll).astype(float) + if len(leffll) == 1: + leffll = leffll * np.ones(naq) poraq = np.atleast_1d(poraq).astype(float) if len(poraq) == 1: poraq = poraq * np.ones(naq) @@ -161,4 +170,4 @@ def param_3d( porll[0] = toppor ltype = np.hstack(("l", ltype)) z = np.hstack((z[0] + topthick, z)) - return kaq, Haq, Hll, c, Saq, Sll, leffaq, poraq, porll, ltype, z + return kaq, Haq, Hll, c, Saq, Sll, leffaq, leffll, poraq, porll, ltype, z diff --git a/timflow/transient/circinhom.py b/timflow/transient/circinhom.py index 9a2bf4bf..ff7ba487 100644 --- a/timflow/transient/circinhom.py +++ b/timflow/transient/circinhom.py @@ -64,8 +64,14 @@ def __init__( topboundary="imp", phreatictop=False, ): - kaq, Haq, Hll, c, Saq, Sll = param_maq( - kaq, z, c, Saq, Sll, topboundary, phreatictop + kaq, Haq, Hll, c, Saq, Sll, _, _, _, _, _ = param_maq( + kaq=kaq, + z=z, + c=c, + Saq=Saq, + Sll=Sll, + topboundary=topboundary, + phreatictop=phreatictop, ) CircInhomData.__init__( self, model, x0, y0, R, kaq, Haq, c, Saq, Sll, topboundary, phreatictop @@ -89,8 +95,18 @@ def __init__( topthick=0, topSll=0, ): - kaq, Haq, Hll, c, Saq, Sll = param_3d( - kaq, z, Saq, kzoverkh, phreatictop, topboundary, topres, topthick, topSll + kaq, Haq, Hll, c, Saq, Sll, _, _, _, _, _, z = param_3d( + kaq=kaq, + z=z, + Saq=Saq, + kzoverkh=kzoverkh, + poraq=0.3, + phreatictop=phreatictop, + topboundary=topboundary, + topres=topres, + topthick=topthick, + topSll=topSll, + toppor=0.3, ) CircInhomData.__init__(self, model, x0, y0, R, kaq, Haq, c, Saq, Sll, "imp") diff --git a/timflow/transient/inhom1d.py b/timflow/transient/inhom1d.py index e36f01bf..c2416191 100644 --- a/timflow/transient/inhom1d.py +++ b/timflow/transient/inhom1d.py @@ -46,6 +46,8 @@ class Xsection(AquiferData): Specific storage of the leaky layers. leffaq : array loading efficiency of the aquifer + leffll : array + loading efficiency of the leaky layer poraq : array Porosities of the aquifers. porll : array @@ -86,6 +88,7 @@ def __init__( Saq, Sll, leffaq, + leffll, poraq, porll, ltype, @@ -107,6 +110,7 @@ def __init__( Saq, Sll, leffaq, + leffll, poraq, porll, ltype, @@ -390,6 +394,8 @@ class XsectionMaq(Xsection): Specific storage of the leaky layers. leffaq : array loading efficiency of the aquifer + leffll : array + loading efficiency of the leaky layer poraq : array Porosities of the aquifers. porll : array @@ -420,6 +426,7 @@ def __init__( Saq=0.001, Sll=0, leffaq=0, + leffll=0, poraq=0.3, porll=0.3, topboundary="conf", @@ -428,8 +435,18 @@ def __init__( tsandN=None, name=None, ): - kaq, Haq, Hll, c, Saq, Sll, leffaq, poraq, porll, ltype = param_maq( - kaq, z, c, Saq, Sll, leffaq, poraq, porll, topboundary, phreatictop + kaq, Haq, Hll, c, Saq, Sll, leffaq, leffll, poraq, porll, ltype = param_maq( + kaq, + z, + c, + Saq, + Sll, + leffaq, + leffll, + poraq, + porll, + topboundary, + phreatictop, ) super().__init__( model, @@ -443,6 +460,7 @@ def __init__( Saq, Sll, leffaq, + leffll, poraq, porll, ltype, @@ -479,6 +497,8 @@ class Xsection3D(Xsection): conductivity. leffaq : array Loading efficiency + leffll : array + loading efficiency of the leaky layer poraq : array Porosities of the aquifers. topboundary : str @@ -514,6 +534,7 @@ def __init__( Saq=0.001, kzoverkh=0.1, leffaq=0, + leffll=0, poraq=0.3, topboundary="conf", phreatictop=False, @@ -525,12 +546,13 @@ def __init__( tsandN=None, name=None, ): - kaq, Haq, Hll, c, Saq, Sll, leffaq, poraq, porll, ltype, z = param_3d( + kaq, Haq, Hll, c, Saq, Sll, leffaq, leffll, poraq, porll, ltype, z = param_3d( kaq, z, Saq, kzoverkh, leffaq, + leffll, poraq, phreatictop, topboundary, @@ -551,6 +573,7 @@ def __init__( Saq, Sll, leffaq, + leffll, poraq, porll, ltype, diff --git a/timflow/transient/model.py b/timflow/transient/model.py index 1e6ab509..f665ccda 100644 --- a/timflow/transient/model.py +++ b/timflow/transient/model.py @@ -38,6 +38,7 @@ def __init__( Saq=[1e-4, 1e-4], Sll=[0], leffaq=0, + leffll=0, poraq=0.3, porll=0.3, ltype=["a", "a"], @@ -71,6 +72,7 @@ def __init__( Saq, Sll, leffaq, + leffll, poraq, porll, ltype, @@ -833,6 +835,9 @@ class ModelMaq(TimModel): leffaq : float, array or list loading efficiency of the aquifer only used when topboundary='semi' and hstar varies with time + leffll : float, array or list + loading efficiency of the leaky layer + only used when topboundary='semi' and hstar varies with time topboundary : string, 'conf' or 'semi' (default is 'conf') indicating whether the top is confined ('conf') or semi-confined ('semi') @@ -862,6 +867,7 @@ def __init__( Saq=[0.001], Sll=[0], leffaq=0, + leffll=0, poraq=[0.3], porll=[0.3], topboundary="conf", @@ -873,8 +879,18 @@ def __init__( steady=None, ): self.storeinput(inspect.currentframe()) - kaq, Haq, Hll, c, Saq, Sll, leffaq, poraq, porll, ltype = param_maq( - kaq, z, c, Saq, Sll, leffaq, poraq, porll, topboundary, phreatictop + kaq, Haq, Hll, c, Saq, Sll, leffaq, leffll, poraq, porll, ltype = param_maq( + kaq, + z, + c, + Saq, + Sll, + leffaq, + leffll, + poraq, + porll, + topboundary, + phreatictop, ) super().__init__( kaq, @@ -885,6 +901,7 @@ def __init__( Saq, Sll, leffaq, + leffll, poraq, porll, ltype, @@ -931,6 +948,9 @@ class Model3D(TimModel): leffaq : float, array or list loading efficiency of the aquifer only used when topboundary='semi' and hstar varies with time + leffll : float, array or list + loading efficiency of the leaky layer + only used when topboundary='semi' and hstar varies with time topboundary : string, 'conf' or 'semi' (default is 'conf') indicating whether the top is confined ('conf') or semi-confined ('semi'). @@ -964,6 +984,7 @@ def __init__( Saq=0.001, kzoverkh=0.1, leffaq=0, + leffll=0, poraq=0.3, topboundary="conf", phreatictop=False, @@ -979,12 +1000,13 @@ def __init__( ): """Z must have the length of the number of layers + 1.""" self.storeinput(inspect.currentframe()) - kaq, Haq, Hll, c, Saq, Sll, leffaq, poraq, porll, ltype, z = param_3d( + kaq, Haq, Hll, c, Saq, Sll, leffaq, leffll, poraq, porll, ltype, z = param_3d( kaq, z, Saq, kzoverkh, leffaq, + leffll, poraq, phreatictop, topboundary, @@ -1002,6 +1024,7 @@ def __init__( Saq, Sll, leffaq, + leffll, poraq, porll, ltype, From 0ada6581308f5840eab922a5bbb5f1988a460c33 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Wed, 25 Mar 2026 10:10:27 +0100 Subject: [PATCH 12/33] added effect in top clay layer add effect in top clay layer of head variation on top of semi-confined aquifer --- timflow/transient/aquifer.py | 36 ++++++++++++++++++++++++++++++++++++ timflow/transient/model.py | 2 ++ 2 files changed, 38 insertions(+) diff --git a/timflow/transient/aquifer.py b/timflow/transient/aquifer.py index c9a815c7..2b01fd6d 100644 --- a/timflow/transient/aquifer.py +++ b/timflow/transient/aquifer.py @@ -11,6 +11,9 @@ import numpy as np import pandas as pd +from timflow.transient.invlapnumba import invlapcomp +from timflow.transient.stripareasink import HstarXsection + class AquiferData: def __init__( @@ -265,6 +268,39 @@ def summary(self): summary.loc[:, "layer"] = self.layernumber return summary # .set_index("layer") + def headsemitoplayer(self, x, y, z, t): + z = np.atleast_1d(z) + t = np.atleast_1d(t) + rv = np.zeros((len(z), len(t))) + # find if there is HstarXsection + for e in self.model.elementlist: + if isinstance(e, HstarXsection): + if e.aq == self: + if x >= e.x1 and x <= e.x2: + break + else: + return rv + htop = np.zeros((1, self.model.npval), dtype=complex) + htop[0] = 1 / self.model.p + for iz in range(len(z)): + if z[iz] <= self.z[0] and z[iz] >= self.zaqtop[0]: + eta = ( + htop * np.sinh(self.alpha[0] * (z[iz] - self.zaqtop[0])) + ) / np.sinh(self.alpha[0] * self.Hll[0]) + eta = eta[:, np.newaxis, :] + rv[iz] = invlapcomp( + t, + eta, + self.model.npint, + self.model.M, + self.model.tintervals, + np.array(len(e.tstart) * [0]), + e.tstart, + e.bc, + 1, + ) + return rv + class Aquifer(AquiferData): def __init__( diff --git a/timflow/transient/model.py b/timflow/transient/model.py index f665ccda..c3184be3 100644 --- a/timflow/transient/model.py +++ b/timflow/transient/model.py @@ -428,6 +428,8 @@ def headinvertical(self, x, y, z, t, aq=None, returneta=False): self.ebc, 1, ) + if aq.topboundary[:3] == "sem": + rv += aq.headsemitoplayer(x, y, z, t) return rv def headll(self, z, t, aq, returneta=False): From f4c0f2a89dd603bfa318d428d4c137aaaf125863 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Wed, 25 Mar 2026 17:39:51 +0100 Subject: [PATCH 13/33] next step in modifying HstarXsection --- timflow/transient/stripareasink.py | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/timflow/transient/stripareasink.py b/timflow/transient/stripareasink.py index 66f7eb9c..bddfe6be 100644 --- a/timflow/transient/stripareasink.py +++ b/timflow/transient/stripareasink.py @@ -146,6 +146,14 @@ def initialize(self): self.aq.coef * self.aq.leffaq[:, np.newaxis] * self.aq.Scoefaq[:, np.newaxis], axis=0, ) + self.term2 = self.term2[np.newaxis, :, :] + # # leakage from leaky layer with loading efficiency + self.abc = (-self.aq.b.T + self.aq.a.T) / self.aq.c.T[:, np.newaxis] + self.nbar = self.aq.leffll[:, np.newaxis] * self.abc + self.nbar[:-1] += self.aq.leffll[1:, np.newaxis] * self.abc[1:] + self.nbar = self.nbar / self.model.p + self.nbar = self.aq.lab**2 * np.sum(self.aq.coef * self.nbar, axis=0) + self.nbar = self.nbar[np.newaxis, :, :] self.dischargeinf = self.aq.coef[0, :] * self.flowcoef * self.resfac self.dischargeinflayers = np.sum( self.dischargeinf * self.aq.eigvec[self.layers, :, :], 1 @@ -159,7 +167,7 @@ def potinf(self, x, y=0.0, aq=None): aq = self.model.aq.find_aquifer_data(x, y) rv = np.zeros((self.nparam, aq.naq, self.model.npval), dtype=complex) if aq == self.aq: - rv[:] = self.term + self.term2 + rv[:] = self.term + self.term2 + self.nbar return rv def disvecinf(self, x, y=0, aq=None): From 13077b4a8e2629db4038649982092f4fd7efd875 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Thu, 2 Apr 2026 10:20:21 +0200 Subject: [PATCH 14/33] Update stripareasink.py --- timflow/transient/stripareasink.py | 21 ++++++++++++--------- 1 file changed, 12 insertions(+), 9 deletions(-) diff --git a/timflow/transient/stripareasink.py b/timflow/transient/stripareasink.py index bddfe6be..0f3c08de 100644 --- a/timflow/transient/stripareasink.py +++ b/timflow/transient/stripareasink.py @@ -142,18 +142,21 @@ def initialize(self): self.term = ( self.resfac * self.flowcoef * self.aq.lab**2 * self.aq.coef[self.layers] ) - self.term2 = self.aq.lab**2 * np.sum( - self.aq.coef * self.aq.leffaq[:, np.newaxis] * self.aq.Scoefaq[:, np.newaxis], + self.term2 = np.zeros((1, self.aq.naq, self.model.npval), dtype=complex) + for i in range(self.model.npval): + self.term2[0, :, i] = np.sum( + self.aq.coef[:, :, i] * self.aq.leffaq[:, np.newaxis] * self.aq.Scoefaq[:, np.newaxis], axis=0, - ) - self.term2 = self.term2[np.newaxis, :, :] + ) + self.term2 = self.aq.lab**2 * self.term2 # # leakage from leaky layer with loading efficiency self.abc = (-self.aq.b.T + self.aq.a.T) / self.aq.c.T[:, np.newaxis] - self.nbar = self.aq.leffll[:, np.newaxis] * self.abc - self.nbar[:-1] += self.aq.leffll[1:, np.newaxis] * self.abc[1:] - self.nbar = self.nbar / self.model.p - self.nbar = self.aq.lab**2 * np.sum(self.aq.coef * self.nbar, axis=0) - self.nbar = self.nbar[np.newaxis, :, :] + # self.nbar = self.aq.leffll[:, np.newaxis] * self.abc + # self.nbar[:-1] += self.aq.leffll[1:, np.newaxis] * self.abc[1:] + # self.nbar = self.nbar / self.model.p + # self.nbar = self.aq.lab**2 * np.sum(self.aq.coef * self.nbar, axis=0) + # self.nbar = self.nbar[np.newaxis, :, :] + self.nbar = 0.0 self.dischargeinf = self.aq.coef[0, :] * self.flowcoef * self.resfac self.dischargeinflayers = np.sum( self.dischargeinf * self.aq.eigvec[self.layers, :, :], 1 From 1dc45e165d3139b8a230e5be8b940555d1ddf2b3 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Thu, 2 Apr 2026 13:28:55 +0200 Subject: [PATCH 15/33] ruff --- timflow/transient/stripareasink.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/timflow/transient/stripareasink.py b/timflow/transient/stripareasink.py index 0f3c08de..7dbd4647 100644 --- a/timflow/transient/stripareasink.py +++ b/timflow/transient/stripareasink.py @@ -145,8 +145,10 @@ def initialize(self): self.term2 = np.zeros((1, self.aq.naq, self.model.npval), dtype=complex) for i in range(self.model.npval): self.term2[0, :, i] = np.sum( - self.aq.coef[:, :, i] * self.aq.leffaq[:, np.newaxis] * self.aq.Scoefaq[:, np.newaxis], - axis=0, + self.aq.coef[:, :, i] + * self.aq.leffaq[:, np.newaxis] + * self.aq.Scoefaq[:, np.newaxis], + axis=0, ) self.term2 = self.aq.lab**2 * self.term2 # # leakage from leaky layer with loading efficiency From 127ac9682cd3b517d52ee756f11c08d8482c57e7 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Mon, 31 Aug 2026 12:27:51 +0200 Subject: [PATCH 16/33] resolve conflicts --- timflow/transient/inhom1d.py | 38 ++++++++++++++-------- timflow/transient/model.py | 62 +++++++++++++++++++++++------------- 2 files changed, 65 insertions(+), 35 deletions(-) diff --git a/timflow/transient/inhom1d.py b/timflow/transient/inhom1d.py index c2416191..29cfdbfd 100644 --- a/timflow/transient/inhom1d.py +++ b/timflow/transient/inhom1d.py @@ -430,23 +430,24 @@ def __init__( poraq=0.3, porll=0.3, topboundary="conf", - phreatictop=False, + phreatictop=None, tsandhstar=None, tsandN=None, name=None, ): + if phreatictop is None: + phreatictop = False + if topboundary[:3] == "phr": + phreatictop = True + else: # phreatictop is not None + warn( + "'phreatictop' is deprecated and will be removed in a future version. " + "'phreatictop' is set to False unless topboundary='phreatic'.", + DeprecationWarning, + stacklevel=2, + ) kaq, Haq, Hll, c, Saq, Sll, leffaq, leffll, poraq, porll, ltype = param_maq( - kaq, - z, - c, - Saq, - Sll, - leffaq, - leffll, - poraq, - porll, - topboundary, - phreatictop, + kaq, z, c, Saq, Sll, leffaq, leffll, poraq, porll, topboundary, phreatictop ) super().__init__( model, @@ -537,7 +538,7 @@ def __init__( leffll=0, poraq=0.3, topboundary="conf", - phreatictop=False, + phreatictop=None, topres=0, topthick=0, topSll=0, @@ -546,6 +547,17 @@ def __init__( tsandN=None, name=None, ): + if phreatictop is None: + phreatictop = False + if topboundary[:3] == "phr": + phreatictop = True + else: # phreatictop is not None + warn( + "'phreatictop' is deprecated and will be removed in a future version. " + "'phreatictop' is set to False unless topboundary='phreatic'.", + DeprecationWarning, + stacklevel=2, + ) kaq, Haq, Hll, c, Saq, Sll, leffaq, leffll, poraq, porll, ltype, z = param_3d( kaq, z, diff --git a/timflow/transient/model.py b/timflow/transient/model.py index c3184be3..2c61acff 100644 --- a/timflow/transient/model.py +++ b/timflow/transient/model.py @@ -840,9 +840,11 @@ class ModelMaq(TimModel): leffll : float, array or list loading efficiency of the leaky layer only used when topboundary='semi' and hstar varies with time - topboundary : string, 'conf' or 'semi' (default is 'conf') - indicating whether the top is confined ('conf') or - semi-confined ('semi') + topboundary : string, 'confined', 'phreatic', 'semi', or 'leaky' (default is 'conf') + indicating whether the top is confined ('con' is enough), phreatic ('phr' is + enough), semi-confined ('sem' is enough), or a leaky layer ('lea' is enough). + When phreatic, the storage coefficient (Saq) of the top model layer is + treated as phreatic storage (and not multiplied with the aquifer thickness) phreatictop : boolean the storage coefficient of the top model layer is treated as phreatic storage (and not multiplied with the aquifer thickness) @@ -873,26 +875,26 @@ def __init__( poraq=[0.3], porll=[0.3], topboundary="conf", - phreatictop=False, + phreatictop=None, tmin=1, tmax=10, tstart=0, M=10, steady=None, ): - self.storeinput(inspect.currentframe()) + if phreatictop is None: + phreatictop = False + if topboundary[:3] == "phr": + phreatictop = True + else: # phreatictop is not None + warn( + "'phreatictop' is deprecated and will be removed in a future version. " + "'phreatictop' is set to False unless topboundary='phreatic'.", + DeprecationWarning, + stacklevel=2, + ) kaq, Haq, Hll, c, Saq, Sll, leffaq, leffll, poraq, porll, ltype = param_maq( - kaq, - z, - c, - Saq, - Sll, - leffaq, - leffll, - poraq, - porll, - topboundary, - phreatictop, + kaq, z, c, Saq, Sll, leffaq, leffll, poraq, porll, topboundary, phreatictop ) super().__init__( kaq, @@ -953,10 +955,16 @@ class Model3D(TimModel): leffll : float, array or list loading efficiency of the leaky layer only used when topboundary='semi' and hstar varies with time - topboundary : string, 'conf' or 'semi' (default is 'conf') - indicating whether the top is confined ('conf') or - semi-confined ('semi'). - currently only implemented for 'conf' + topboundary : string, 'confined', 'phreatic', or 'semi' (default is 'conf') + indicating whether the top is confined ('con' is enough), phreatic + ('phr' is enough) or semi-confined ('sem' is enough). + When 'phreatic', the storage coefficient (Saq) of the top model layer is + treated as phreatic storage (and not multiplied with the aquifer thickness) + When 'semi', the topres and topthick must be specified. + topres : float + resistance of top semi-confining layer, only read if topboundary='semi' + topthick: float + thickness of top semi-confining layer, only read if topboundary='semi' topres : float resistance of top semi-confining layer, only read if topboundary='semi' topthick: float @@ -989,7 +997,7 @@ def __init__( leffll=0, poraq=0.3, topboundary="conf", - phreatictop=False, + phreatictop=None, topres=0, topthick=0, topSll=0, @@ -1001,7 +1009,17 @@ def __init__( steady=None, ): """Z must have the length of the number of layers + 1.""" - self.storeinput(inspect.currentframe()) + if phreatictop is None: + phreatictop = False + if topboundary[:3] == "phr": + phreatictop = True + else: # phreatictop is not None + warn( + "'phreatictop' is deprecated and will be removed in a future version. " + "'phreatictop' is set to False unless topboundary='phreatic'.", + DeprecationWarning, + stacklevel=2, + ) kaq, Haq, Hll, c, Saq, Sll, leffaq, leffll, poraq, porll, ltype, z = param_3d( kaq, z, From eca09f3f45306d86476ccb2dc14b160e9d98fb5d Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Mon, 31 Aug 2026 12:30:45 +0200 Subject: [PATCH 17/33] ruff --- timflow/transient/inhom1d.py | 1 + 1 file changed, 1 insertion(+) diff --git a/timflow/transient/inhom1d.py b/timflow/transient/inhom1d.py index 29cfdbfd..222a8893 100644 --- a/timflow/transient/inhom1d.py +++ b/timflow/transient/inhom1d.py @@ -9,6 +9,7 @@ """ from typing import Literal +from warnings import warn import matplotlib.pyplot as plt import numpy as np From d0a04e3c53d8b29a4520d919029faf262f1389e0 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Mon, 31 Aug 2026 12:58:20 +0200 Subject: [PATCH 18/33] fix phreatictop deprecation --- docs/transient/02examples/head_in_vertical.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/transient/02examples/head_in_vertical.ipynb b/docs/transient/02examples/head_in_vertical.ipynb index dcc6bbba..89b4f403 100755 --- a/docs/transient/02examples/head_in_vertical.ipynb +++ b/docs/transient/02examples/head_in_vertical.ipynb @@ -56,7 +56,7 @@ " c=[1000, 2000],\n", " Saq=[1e-4, 1e-4, 1e-4],\n", " Sll=[1e-3, 1e-3],\n", - " phreatictop=False,\n", + " topboundary=\"conf\",\n", " tmin=0.1,\n", " tmax=1000,\n", ")\n", @@ -192,9 +192,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python [conda env:base] *", "language": "python", - "name": "python3" + "name": "conda-base-py" }, "language_info": { "codemirror_mode": { From c1668be7deb26d90f906557ca8c444f8ea2cc7eb Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Mon, 31 Aug 2026 22:32:25 +0200 Subject: [PATCH 19/33] complete loading efficiency in leaky layer --- docs/transient/02examples/head_in_vertical.ipynb | 9 --------- docs/transient/05benchmarks/river1d.ipynb | 16 ++++++++++++++-- timflow/transient/stripareasink.py | 13 +++++++------ 3 files changed, 21 insertions(+), 17 deletions(-) diff --git a/docs/transient/02examples/head_in_vertical.ipynb b/docs/transient/02examples/head_in_vertical.ipynb index 89b4f403..3cef3918 100755 --- a/docs/transient/02examples/head_in_vertical.ipynb +++ b/docs/transient/02examples/head_in_vertical.ipynb @@ -65,15 +65,6 @@ "ml.solve()" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ml.head(10, 10, 1)" - ] - }, { "cell_type": "code", "execution_count": null, diff --git a/docs/transient/05benchmarks/river1d.ipynb b/docs/transient/05benchmarks/river1d.ipynb index 7a7e7ad0..febc65af 100644 --- a/docs/transient/05benchmarks/river1d.ipynb +++ b/docs/transient/05benchmarks/river1d.ipynb @@ -335,9 +335,21 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python [conda env:base] *", "language": "python", - "name": "python3" + "name": "conda-base-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.5" } }, "nbformat": 4, diff --git a/timflow/transient/stripareasink.py b/timflow/transient/stripareasink.py index cdba329e..06864c85 100644 --- a/timflow/transient/stripareasink.py +++ b/timflow/transient/stripareasink.py @@ -162,12 +162,12 @@ def initialize(self): self.term2 = self.aq.lab**2 * self.term2 # # leakage from leaky layer with loading efficiency self.abc = (-self.aq.b.T + self.aq.a.T) / self.aq.c.T[:, np.newaxis] - # self.nbar = self.aq.leffll[:, np.newaxis] * self.abc - # self.nbar[:-1] += self.aq.leffll[1:, np.newaxis] * self.abc[1:] - # self.nbar = self.nbar / self.model.p - # self.nbar = self.aq.lab**2 * np.sum(self.aq.coef * self.nbar, axis=0) - # self.nbar = self.nbar[np.newaxis, :, :] - self.nbar = 0.0 + self.nbar = self.aq.leffll[:, np.newaxis] * self.abc + self.nbar[:-1] += self.aq.leffll[1:, np.newaxis] * self.abc[1:] + self.nbar = self.nbar / self.model.p + self.nbar = self.aq.lab**2 * np.sum(self.aq.coef * self.nbar, axis=0) + self.nbar = self.nbar[np.newaxis, :, :] + self.nbarold = 0.0 self.dischargeinf = self.aq.coef[0, :] * self.flowcoef * self.resfac self.dischargeinflayers = np.sum( self.dischargeinf * self.aq.eigvec[self.layers, :, :], 1 @@ -181,6 +181,7 @@ def potinf(self, x, y=0.0, aq=None): aq = self.model.aq.find_aquifer_data(x, y) rv = np.zeros((self.nparam, aq.naq, self.model.npval), dtype=complex) if aq == self.aq: + #rv[:] = self.term + self.term2 + self.nbarold rv[:] = self.term + self.term2 + self.nbar return rv From 6f95027e829047424a0f6337939320f3a281395a Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Tue, 1 Sep 2026 10:50:24 +0200 Subject: [PATCH 20/33] ruff --- timflow/transient/stripareasink.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/timflow/transient/stripareasink.py b/timflow/transient/stripareasink.py index 06864c85..442bfd53 100644 --- a/timflow/transient/stripareasink.py +++ b/timflow/transient/stripareasink.py @@ -181,7 +181,7 @@ def potinf(self, x, y=0.0, aq=None): aq = self.model.aq.find_aquifer_data(x, y) rv = np.zeros((self.nparam, aq.naq, self.model.npval), dtype=complex) if aq == self.aq: - #rv[:] = self.term + self.term2 + self.nbarold + # rv[:] = self.term + self.term2 + self.nbarold rv[:] = self.term + self.term2 + self.nbar return rv From af4650378bc04550bcd1e0ed946e30941cb433c8 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Tue, 1 Sep 2026 11:21:56 +0200 Subject: [PATCH 21/33] clear notebook --- docs/transient/02examples/head_in_vertical.ipynb | 16 ++-------------- 1 file changed, 2 insertions(+), 14 deletions(-) diff --git a/docs/transient/02examples/head_in_vertical.ipynb b/docs/transient/02examples/head_in_vertical.ipynb index 3cef3918..82c42ead 100755 --- a/docs/transient/02examples/head_in_vertical.ipynb +++ b/docs/transient/02examples/head_in_vertical.ipynb @@ -183,21 +183,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:base] *", + "display_name": "Python 3", "language": "python", - "name": "conda-base-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.13.5" + "name": "python3" } }, "nbformat": 4, From 368b0c56b3b1a07a15c53ec3bea58cc5b0679171 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Tue, 1 Sep 2026 12:04:33 +0200 Subject: [PATCH 22/33] clear notebook --- docs/transient/05benchmarks/river1d.ipynb | 16 ++-------------- 1 file changed, 2 insertions(+), 14 deletions(-) diff --git a/docs/transient/05benchmarks/river1d.ipynb b/docs/transient/05benchmarks/river1d.ipynb index febc65af..7a7e7ad0 100644 --- a/docs/transient/05benchmarks/river1d.ipynb +++ b/docs/transient/05benchmarks/river1d.ipynb @@ -335,21 +335,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:base] *", + "display_name": "Python 3", "language": "python", - "name": "conda-base-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.13.5" + "name": "python3" } }, "nbformat": 4, From 7667b16753e05627cf0f25f6c03560034c120e3f Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Wed, 2 Sep 2026 10:44:50 +0200 Subject: [PATCH 23/33] little clean up --- timflow/transient/stripareasink.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/timflow/transient/stripareasink.py b/timflow/transient/stripareasink.py index 442bfd53..514440c8 100644 --- a/timflow/transient/stripareasink.py +++ b/timflow/transient/stripareasink.py @@ -167,7 +167,6 @@ def initialize(self): self.nbar = self.nbar / self.model.p self.nbar = self.aq.lab**2 * np.sum(self.aq.coef * self.nbar, axis=0) self.nbar = self.nbar[np.newaxis, :, :] - self.nbarold = 0.0 self.dischargeinf = self.aq.coef[0, :] * self.flowcoef * self.resfac self.dischargeinflayers = np.sum( self.dischargeinf * self.aq.eigvec[self.layers, :, :], 1 @@ -181,7 +180,6 @@ def potinf(self, x, y=0.0, aq=None): aq = self.model.aq.find_aquifer_data(x, y) rv = np.zeros((self.nparam, aq.naq, self.model.npval), dtype=complex) if aq == self.aq: - # rv[:] = self.term + self.term2 + self.nbarold rv[:] = self.term + self.term2 + self.nbar return rv From e6be70a792cbb1604715607df8060f02edfae9c0 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Sat, 5 Sep 2026 18:53:30 +0200 Subject: [PATCH 24/33] two-layer loading efficiency benchmark against mf6 --- docs/transient/05benchmarks/data/hmfconf1.dat | 12 + docs/transient/05benchmarks/data/hmfconf2.dat | 12 + docs/transient/05benchmarks/data/hmfphre1.dat | 12 + docs/transient/05benchmarks/data/hmfphre2.dat | 12 + docs/transient/05benchmarks/data/hmfsemi1.dat | 12 + docs/transient/05benchmarks/data/hmfsemi2.dat | 12 + docs/transient/05benchmarks/data/xmf.dat | 400 ++++++++++ .../05benchmarks/river1d_2layer_mf6.ipynb | 747 ++++++++++++++++++ 8 files changed, 1219 insertions(+) create mode 100644 docs/transient/05benchmarks/data/hmfconf1.dat create mode 100644 docs/transient/05benchmarks/data/hmfconf2.dat create mode 100644 docs/transient/05benchmarks/data/hmfphre1.dat create mode 100644 docs/transient/05benchmarks/data/hmfphre2.dat create mode 100644 docs/transient/05benchmarks/data/hmfsemi1.dat create mode 100644 docs/transient/05benchmarks/data/hmfsemi2.dat create mode 100644 docs/transient/05benchmarks/data/xmf.dat create mode 100644 docs/transient/05benchmarks/river1d_2layer_mf6.ipynb diff --git a/docs/transient/05benchmarks/data/hmfconf1.dat 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Left half is surface water, left half is land with three different top boundary conditions. Block response in river. " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "4b68a70e-2986-456c-9beb-8a006e79726a", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "import timflow.transient as tft" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "3c237a98-5b44-4910-b962-9387a464d128", + "metadata": {}, + "outputs": [], + "source": [ + "# parameters of the problem\n", + "k = 20 # m/d\n", + "zconf = [0, -10, -12, -22]\n", + "zsemi = [1] + zconf\n", + "Ss = 1e-4 # 1/m\n", + "Sll = 1e-4 # 1/m\n", + "Sp = 0.1 # -\n", + "c = 500 # d\n", + "tsandhstar = [(0, 1), (1, 0)]\n", + "criv = 500 # d\n", + "leffaq = 0.7\n", + "leffll = 1" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "0e409133-c83f-4036-b19d-2e7dbf45b2e3", + "metadata": {}, + "outputs": [], + "source": [ + "# parameters needed in MODFLOW\n", + "nleaky = 10 # multiple leaky layers to simulate leakage out of clay layer\n", + "nlay = 2 + nleaky\n", + "delr = 10\n", + "delc = 1\n", + "nrow = 1\n", + "nleft = 200\n", + "nright = 200\n", + "ncol = nleft + nright\n", + "top = zconf[0]\n", + "botm = np.hstack((np.linspace(zconf[1], zconf[2], nleaky + 1), zconf[3]))\n", + "kmf = np.hstack((k, (botm[0] - botm[-2]) / c * np.ones(nleaky), k))\n", + "hinit = 0 * np.ones((nlay, 1, ncol))\n", + "# loading efficiency\n", + "hinit[0, 0, :nleft] = leffaq\n", + "hinit[-1, 0, :nleft] = leffaq\n", + "hinit[1:-1, 0, :nleft] = leffll\n", + "hleft = 1\n", + "hright = 0\n", + "cond = delr / c\n", + "ghb1 = []\n", + "for i in range(nleft):\n", + " ghb1.append([(0, 0, i), hleft, cond])\n", + "ghb2 = []\n", + "for i in range(nleft): # set back\n", + " ghb2.append([(0, 0, i), 0, cond])\n", + "ghbland = []\n", + "for i in range(nleft, nleft + nright): # set back\n", + " ghbland.append([(0, 0, i), 0, cond])\n", + "S = Ss * np.ones((nlay, nrow, ncol))\n", + "S[1:nlay] = Sll\n", + "#\n", + "perlen = 1.0\n", + "nstep = 2400" + ] + }, + { + "cell_type": "markdown", + "id": "35f29c29-917b-42ca-9092-6bd16f8af518", + "metadata": {}, + "source": [ + "### Function for MODFLOW model\n", + "Only run when MODFLOW 6 and Flopy are installed. In this notebook, the MODFLOW values are loaded from file. " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "f4397814-167d-438a-8b05-675d4f91e169", + "metadata": {}, + "outputs": [], + "source": [ + "# import flopy as fp\n", + "\n", + "# def modflow(hinit, ghb_list, perlen, nstep, S):\n", + "# # Define name and path\n", + "# modelname = 'modflow' # model name to be used\n", + "# modelws = './modflow' # model work space to be used\n", + "\n", + "# # Create simulation\n", + "# sim = fp.mf6.MFSimulation(sim_name=modelname,\n", + "# version='mf6',\n", + "# exe_name='/Users/mark/bin/mf6', # change path\n", + "# sim_ws=modelws,\n", + "# )\n", + "\n", + "# # Time discretization\n", + "# tdis = fp.mf6.ModflowTdis(simulation=sim,\n", + "# time_units='DAYS',\n", + "# nper=1,\n", + "# perioddata=[(perlen, nstep, 1)],\n", + "# )\n", + "\n", + "# # Iterative model solution\n", + "# ims = fp.mf6.ModflowIms(simulation=sim,\n", + "# complexity='SIMPLE',\n", + "# )\n", + "\n", + "# # Groundwater flow model\n", + "# gwf = fp.mf6.ModflowGwf(simulation=sim,\n", + "# modelname=modelname,\n", + "# )\n", + "\n", + "# # Spatial iscretization\n", + "# dis = fp.mf6.ModflowGwfdis(model=gwf,\n", + "# length_units='METERS',\n", + "# xorigin=-2000,\n", + "# yorigin=0,\n", + "# nlay=nlay,\n", + "# nrow=nrow,\n", + "# ncol=ncol,\n", + "# delr=delr,\n", + "# delc=delc,\n", + "# top=top,\n", + "# botm=botm,\n", + "# )\n", + "\n", + "# # Aquifer properties\n", + "# npf = fp.mf6.ModflowGwfnpf(model=gwf,\n", + "# icelltype=0,\n", + "# k=kmf,\n", + "# )\n", + "\n", + "# sto = fp.mf6.ModflowGwfsto(model=gwf,\n", + "# ss=S,\n", + "# transient=True,\n", + "# )\n", + "\n", + "# # Initial conditions\n", + "# ic = fp.mf6.ModflowGwfic(model=gwf,\n", + "# strt=hinit,\n", + "# )\n", + "\n", + "# #for i in range(nright):\n", + "# # ghb_list.append([(0, 0, i + nleft), hright, cond])\n", + "# ghb = fp.mf6.ModflowGwfghb(model=gwf,\n", + "# stress_period_data={0: ghb_list},\n", + "# pname='ghb'\n", + "# )\n", + "\n", + "# # Output control\n", + "# oc = fp.mf6.ModflowGwfoc(model=gwf,\n", + "# budget_filerecord=f\"{modelname}.cbc\",\n", + "# head_filerecord=f\"{modelname}.hds\",\n", + "# saverecord=[(\"HEAD\", \"ALL\"), (\"BUDGET\", \"ALL\")],\n", + "# )\n", + "\n", + "# # Write input files and solve\n", + "# sim.write_simulation(silent=True)\n", + "# success, _ = sim.run_simulation(silent=True)\n", + "# if success == 1:\n", + "# print('Model solved successfully')\n", + "# else:\n", + "# print('Solve failed')\n", + "\n", + "# # load head solution\n", + "# hds = gwf.output.head() # get handle to binary head file\n", + "# head = hds.get_alldata() # get the head data from the file\n", + "# xc = gwf.modelgrid.xcellcenters[0]\n", + "# return head[-1].squeeze(), xc" + ] + }, + { + "cell_type": "markdown", + "id": "8f257369-8b10-48fc-ab4c-5bc7ef88db8c", + "metadata": {}, + "source": [ + "### Confined aquifer below the land" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "fe8fc161-617b-4431-9313-1562df1c72f1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "self.neq 4\n", + "solution complete\n" + ] + } + ], + "source": [ + "# timflow model\n", + "ml = tft.ModelXsection(naq=2, tmin=0.0001, tmax=10)\n", + "riv = tft.XsectionMaq(\n", + " model=ml,\n", + " x1=-np.inf,\n", + " x2=0,\n", + " z=zsemi,\n", + " kaq=k,\n", + " Saq=Ss,\n", + " Sll=[0, Sll], # MODFLOW cannot do storage in ghb\n", + " c=[criv, c],\n", + " leffaq=leffaq,\n", + " leffll=leffll,\n", + " topboundary=\"semi\",\n", + " tsandhstar=tsandhstar,\n", + " name=\"river\",\n", + ")\n", + "land = tft.XsectionMaq(\n", + " model=ml,\n", + " x1=0,\n", + " x2=np.inf,\n", + " z=zconf,\n", + " kaq=k,\n", + " Saq=Ss,\n", + " Sll=Sll,\n", + " c=c,\n", + " topboundary=\"conf\",\n", + " name=\"land\",\n", + ")\n", + "ml.solve()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "da98573d-26ae-45b6-be67-dadcd580f44e", + "metadata": {}, + "outputs": [], + "source": [ + "x = np.linspace(-2000, 2000, 100)\n", + "t = 1\n", + "htim = ml.headalongline(x, 0, t)\n", + "# # compute modflow solution\n", + "# hmf, xmf = modflow(hinit, ghb1, perlen, nstep, S)\n", + "# np.savetxt('hmfconf1.dat', hmf)\n", + "# np.savetxt('xmf.dat', xmf)\n", + "# load modflow solution\n", + "hmf = np.loadtxt(\"./data/hmfconf1.dat\")\n", + "xmf = np.loadtxt(\"./data/xmf.dat\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "59948507-d695-4424-883b-388d521485c6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(8, 3))\n", + "plt.plot(x, htim[0, 0], label=\"timflow top aquifer\")\n", + "plt.plot(x, htim[1, 0], label=\"timflow bot aquifer\")\n", + "plt.plot(xmf, hmf[0], \"k--\", label=\"modflow top aquifer\")\n", + "plt.plot(xmf, hmf[-1], \"k:\", label=\"modflow bot aquifer\")\n", + "plt.legend()\n", + "plt.title(f\"aquifer below land is confined. head at t={t} d\", fontsize=9)\n", + "plt.xlabel(\"x (m)\")\n", + "plt.ylabel(\"head(m)\")\n", + "plt.grid()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "725b3a7a-d78c-4a87-a011-1d248d0460b8", + "metadata": {}, + "outputs": [], + "source": [ + "t = 2\n", + "htim2 = ml.headalongline(x, 0, t)\n", + "#\n", + "# # compute modflow solution\n", + "# hinit2 = np.zeros((nlay, nrow, ncol))\n", + "# hinit2[:, 0] = hmf\n", + "# hinit2[0, 0, :nleft] -= leffaq\n", + "# hinit2[1:-1, 0, :nleft] -= leffll\n", + "# hinit2[-1, 0, :nleft] -= leffaq\n", + "# hmf2, xmf2 = modflow(hinit2, ghb2, perlen, nstep, S)\n", + "# np.savetxt('hmfconf2.dat', hmf2)\n", + "# load modflow solution\n", + "hmf2 = np.loadtxt(\"./data/hmfconf2.dat\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "fdc427fe-5153-4271-a364-10b9d8616b92", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(8, 3))\n", + "plt.plot(x, htim2[0, 0], label=\"timflow top aquifer\")\n", + "plt.plot(x, htim2[1, 0], label=\"timflow bot aquifer\")\n", + "plt.plot(xmf, hmf2[0], \"k--\", label=\"modflow top aquifer\")\n", + "plt.plot(xmf, hmf2[-1], \"k:\", label=\"modflow bot aquifer\")\n", + "plt.legend()\n", + "plt.title(f\"aquifer below land is confined. head at t={t} d\", fontsize=9)\n", + "plt.xlabel(\"x (m)\")\n", + "plt.ylabel(\"head(m)\")\n", + "plt.grid()" + ] + }, + { + "cell_type": "markdown", + "id": "afbc420f-1b04-49af-9b33-93094f4def95", + "metadata": {}, + "source": [ + "### Unconfined aquifer below the land" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "eeb4d273-c145-48d7-920a-8cad280c4ff9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "self.neq 4\n", + "solution complete\n" + ] + } + ], + "source": [ + "# timflow model\n", + "ml = tft.ModelXsection(naq=2, tmin=0.0001, tmax=10)\n", + "riv = tft.XsectionMaq(\n", + " model=ml,\n", + " x1=-np.inf,\n", + " x2=0,\n", + " z=zsemi,\n", + " kaq=k,\n", + " Saq=Ss,\n", + " Sll=[0, Sll], # MODFLOW cannot do storage in ghb\n", + " c=[criv, c],\n", + " leffaq=leffaq,\n", + " leffll=leffll,\n", + " topboundary=\"semi\",\n", + " tsandhstar=tsandhstar,\n", + " name=\"river\",\n", + ")\n", + "land = tft.XsectionMaq(\n", + " model=ml,\n", + " x1=0,\n", + " x2=np.inf,\n", + " z=zconf,\n", + " kaq=k,\n", + " Saq=[Sp, Ss],\n", + " Sll=Sll,\n", + " c=c,\n", + " topboundary=\"phreatic\",\n", + " name=\"land\",\n", + ")\n", + "ml.solve()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "6ed4c72b-1ed2-4f50-9d37-43c025294a63", + "metadata": {}, + "outputs": [], + "source": [ + "x = np.linspace(-2000, 2000, 100)\n", + "t = 1\n", + "htim = ml.headalongline(x, 0, t)\n", + "# # compute modflow\n", + "# Sphreatic = S.copy()\n", + "# Sphreatic[0, 0, nleft:] = Sp / (zconf[0] - zconf[1])\n", + "# hmf, xmf = modflow(hinit, ghb1, perlen, nstep, Sphreatic)\n", + "# np.savetxt('hmfphre1.dat', hmf)\n", + "# load modflow solution\n", + "hmf = np.loadtxt(\"./data/hmfphre1.dat\")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "72cace96-80b4-4c9a-b2b0-76176beec3e1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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6du0qvxO+tCZNmsiT5Tp16sjHVu7duzdCQ0PRp08fhUluRebOnYuQkBAMHz4c9vb2GDduHJYvX16mXLt27WBjYwNXV9cyZ/A+/vhjWFtbY+PGjbh79y4sLS3h4eGBDz74oFKxAMCXX36Jb775BhMmTADw7Cfszz77rNL1qEvdunWxdOlSfPfdd3jvvfdgaGiIFi1aICAgoNq2ee/ePcyePRuZmZmoV68evLy8sHHjRvklNQEBAcjKysK6deuQlpaGpk2bYvny5ZJLbpQpk5mZiTt37ki2/aL1Dhw4gPnz5+PcuXMKY/fw8MCRI0ewdetWPHnyBHZ2dmjXrh2Cg4PllxiYm5tj+/btiIqKwowZMzBp0qRq+6M4Pj5ekmR+++23AIDAwEDMmzcPQNl2UKbtVD3md+3aBQBlHiASHByM/v37S7Z97949AMCwYcPg7OyseiMQEb1kdO6BI+3atYOvr6/kzFbz5s0xaNAgLFy48IXrlwxgHRUVpXDYMV2XmpqKAQMG4KeffqrUtbSVkZeXhz59+mDu3Lno3r17tWyDar+wsDCcP38ea9asUbmOxMRE+R/ACxYsQPv27dGjRw91hagzDh48iDlz5mD9+vX48MMPNR0OEVGV1dQDR3TqjHJBQQHOnz8vfxJbiYCAgHLHDs3Pz0d+fr78/ct6o8vTp0+RlpaGFStWwMvLq1qS5OLiYqSnp2PLli2wsLBAly5d1L4N0h6nT5+WXPajinXr1uHSpUswMTGBj49PpS8XetkUFRWVucGXiEgb1VRfplOJclpaGoqKiuQ/y5aws7OTDFH2vIULF2L+/Pk1EV6tFhsbi7Fjx6Jx48ZYsmRJtWyj5Gy1nZ0dgoODYWCgU4cfVdKLRqBQxhdffKGGSHRfyfXLo0ePxujRozUcDRGR9tDJTKUyY7fOmjULU6dOlb/Pzs5Go0aN4O7uXq2n8mub5s2bSx5YUl3byM3NrdZtEFFZo0ePxt27d7FgwQKFN/gSEWmb7Oxs+VN+q5NOJco2NjbQ19cvc/b4/v37Zc4ylzA2NlZ405qZmVm5jxUmItImnp6e2Llzp6bDICJSm9LPV6gudWpkKzXEyMgIfn5+iIiIkMyPiIhAx44dNRQVEZFmhYeHw8LCAuHh4ZoOhYhIq+hUogwAU6dOxbp167BhwwZcvnwZU6ZMQWJiIscOJaKXVkxMDHJzcxETE6PpUIiItIpOXXoBAO+88w7S09PxxRdfICUlBV5eXvjtt984digRvbRKHo9d+jHZRERUMZ1LlAFg3LhxGDdunKbDICKqFUoega3oUdhERFQ+nbv0goiIpHJyciRTIiJSDhNlIiIdV/LI7OcfnU1ERC+mk5deEBHR/wwYMACFhYXQ19fXdChERFqFZ5SJiHTclStXMGzYMFy5ckXToRARaRUmykREOu7gwYPYuXMnDh48qOlQiIi0ChNlIiIiIiIFmCgTEek4Ozs7yZSIiJTDRJmIiIiISAEmykREOi4rK0syJSIi5XB4OCIiHffOO+/AzMwM/fv313QoRERahWeUiYh0nKWlJXr27AlLS0tNh0JEpFWYKBMR6bhNmzahUaNG2LRpk6ZDISLSKkyUiYh03P379yVTIiJSDhNlIiId5+zsLJkSEZFymCgTEem4OnXqSKZERKQc9ppERDruwYMHkikRESmHiTIRkY7r1q0b2rVrh27dumk6FCIircJxlImIdFyrVq1w+vRpTYdBRKR1eEaZiEjHHT16FPb29jh69KimQyEi0ipMlImIdNypU6dw7949nDp1StOhEBFpFSbKREQ6rn79+pIpEREph4kyEZGOK3l0NR9hTURUOUyUiYh03OPHjyVTIiJSDhNlIiIdJ5PJJFMiIlIOh4cjItJxb7zxBpKTk2FjY6PpUIiItArPKBMR6bg7d+7g66+/xp07dzQdChGRVmGiTESk4/bv349vv/0W+/fv13QoRERahYkyEZGOKywslEyJiEg5TJSJiHScg4ODZEpERMphokxEREREpAATZSIiHffw4UPJlIiIlMPh4YiIdNyQIUOQl5eHIUOGaDoUIiKtoieEEJoOojbJzs6GTCZDVlYWrKysNB0OEREREZVSU/kaL70gItJxGzZsgJ6eHjZs2KDpUIiItAoTZSIiHZecnCyZEhGRcpgoExHpOCcnJ8mUiIiUw0SZiEjHGRoaSqZERKQcJspERDouPT1dMiUiIuUwUSYi0nFt2rRB48aN0aZNG02HQkSkVTiOMhGRjuvYsSNu376t6TCIiLQOzygTEem4v/76C+7u7vjrr780HQoRkVZhokxEpOP+/PNP/Pvvv/jzzz81HQoRkVZhokxEpOMsLCwkUyIiUg4TZSIiHVevXj3JlIiIlMNEmVQyb948tG7dusw8Ozs76OnpYd++fRqJS1tMmzYN/fv313QY9JLIz8+XTEkx9mu1B/tIqi2YKJNKpk+fjiNHjsjfX758GfPnz0dYWBhSUlLQt29ftW4vPz8fn3zyCWxsbGBubo4BAwbgzp07at1GTYqNjS3zhawJCxcuRNu2bWFpaYkGDRpg0KBBuHr1qqTMqlWr4OLiAhMTE/j5+Sl9nauq6z3vzp07+Pjjj+Hm5gYTExPY2dkhICAAFy9erHRdVXH8+HH0798fjo6OlUqY1NEG6qj70KFDAIBffvlFbdvXRezXag/2kcrRVB9Z2dhV7UNrA51KlJs0aQI9PT3Ja+bMmZoOSydZWFigfv368vc3btwAAAwcOBD29vYwNjZWqd7CwkKF8ydPnoy9e/di+/btOHHiBB49eoTAwEAUFRWptB1Nu3DhAnx8fDQdBo4dO4bx48fj9OnTiIiIwNOnTxEQEIDc3FwAwI4dOzB58mTMnj0bMTEx6Ny5M/r27YvExMQK61V1vefdunULPj4+SEtLw+bNm3HlyhXs2rULnp6eKh9fqsrNzUWrVq2wcuVKpddRRxuoo+6zZ8/i77//xiuvvAI3N7cqb1uXsV+rPdhHvpim+khVYlelD601hA5xdnYWX3zxhUhJSZG/cnJyKlVHVlaWACCysrKqKcrqdfDgQdGpUychk8mEtbW16Nevn7h+/bqkzJkzZ0Tr1q2FsbGx8PPzE3v27BEARExMjBBCiI0bNwqZTCZZZ+/eveL5wyU4OFi0atVK/m8AkleJDRs2CA8PD2FsbCzc3d3F999/L1+WkJAgAIgdO3YIf39/YWxsLDZs2FBmnzIzM4WhoaHYvn27fN7du3dFnTp1xKFDh1RtKo1JTEwUAMSNGzeEEEJkZGSIwMBA0aFDB5GcnKzR2O7fvy8AiGPHjgkhhHj11VfF2LFjJWU8PDzEzJkzK6xH1fWeN3XqVOHs7CyKioqUXqcmABB79+59YTll2qC4uFgsXrxYuLi4CBMTE+Ht7S127typlrqFECInJ0c0a9ZM/Pzzz6Jp06Zi1KhRL6y7NmK/9nJhH6kcTfWRVY1d2T70RWoqX9OpM8oAYGlpCXt7e/nrZbvLOzc3F1OnTsXZs2dx5MgR1KlTB2+88QaKi4vlywMDA+Hu7o7z589j3rx5mD59epW2OX36dGzcuBEAkJKSgpSUFADA2rVrMXv2bCxYsACXL19GSEgI5syZgx9//FGy/owZMzBx4kRcvnwZvXv3LlP/+fPnUVhYiICAAPk8R0dHeHl54eTJk1WKXRNiY2Mhk8ng4uKCixcvom3btnBwcEBUVBQcHBwqVVdISAgsLCwqfFXm57ysrCwAgLW1NQoKCnD+/HlJuwNAQEBAhe2u6nqlZWRkIC8vTy1nYNXdTi+ibBt8/vnn2LhxI3744Qf8888/mDJlCkaMGIFjx45VuW4AGD9+PPr164e0tDTcuHFDfoZU27Bfe7mwj1SOqn1kVdpEXbFrE517Mt/ixYvx5ZdfolGjRnj77bfx6aefwsjISNNh1ZjBgwdL3q9fvx4NGjRAfHw8vLy8sHXrVhQVFWHDhg0wMzNDixYt5Nc4qcrCwgJ169YFANjb28vnf/nllwgNDcWbb74JAHBxcUF8fDzCwsIQFBQkLzd58mR5GUVSU1NhZGRU5o59Ozs7pKamqhy3psTGxqJVq1b4+eefMX78eCxatAhjxoyRL9+3bx+OHTuGb7/99oV1jR07FkOGDKmwTMOGDZWKSwiBqVOn4rXXXoOXlxeSk5NRVFQEOzs7SbkXtXtaWppK65U2YcIEHDlyBK6urvD19UXPnj3x3nvvwdPTU+k6SqiznZShTBvk5uZi6dKlOHr0KDp06AAAcHV1xYkTJxAWFgZ/f3+V6waA7du3Izo6GmfPnsXy5csBlH8JQG3Hfu3lwj5SOar2kVVpE3XFrk10KlGeNGkSfH19Ua9ePfz999+YNWsWEhISsG7dunLXyc/Pl9wJnp2dXROhVpsbN25gzpw5OH36NNLS0uRnXBITE+Hl5YXLly+jVatWMDMzk69T8iWtTg8ePEBSUhJGjRqFjz76SD7/6dOnkMlkkrJt2rRRaRtCCOjp6VUpTk2IjY3FxYsXMWHCBISHh6Njx46S5XFxcWjVqpVSdVlbW8Pa2lotcU2YMAFxcXE4ceKEZH7pNla23VVdr4Svry9u3ryJEydOICIiAr/88gtCQ0Pxyy+/4I033lC6HkC97VQZFbVBfHw88vLy0KtXL0mZgoIC+bWZW7dulSQIBw8eRNOmTV9Yd1JSEiZNmoTff/8dJiYmcHJyAqC94yizX3u5sI9Ujqp9pDrapKqxa5Naf+nFvHnzytygV/p17tw5AMCUKVPg7+8Pb29v/N///R9Wr16N9evXIz09vdz6Fy5cCJlMJn81atSopnatWvTv3x/p6elYu3Ytzpw5gzNnzgB49uULPDuYX6ROnTplylX2TFTJF9natWsRGxsrf126dAmnT5+WlDU3N6+wLnt7exQUFCAjI0My//79+2X+qtUGsbGxGDx4MPLy8pCZmVlmeVxcHP7991906NABzs7OiI+PL7cudf2s+Mknn2D//v2IjIyUJ1U2NjbQ19cvc5bgRe2u6nqK6Ovrw9/fH1999RX++ecfNGjQANu2bZMvDwsLg6+vL7y8vDBs2LBy66npSy+UaYOSz0h4eLjkMxIfH49du3YBAAYMGCBZ1qZNG6XqPn/+PO7fvw8/Pz8YGBjgvffeAwD8/vvvMDAw0LqbxdivvVzYRyrvRX2kIlVpE3XGri1q/RnlCRMmYOjQoRWWadKkicL57du3BwBcv35dcifz82bNmoWpU6fK32dnZ2ttspyeno7Lly8jLCwMnTt3BoAyf/l6enpi8+bNePLkCUxNTQGgTAdva2uLnJwc5Obmyjv72NjYSsViZ2eHhg0b4ubNmxg+fLiKe/SMn58fDA0NERERIf+5KCUlBZcuXcKSJUuqVHdNy8nJQUJCAsaNG4dOnTrh3XffxcmTJ9GiRQt5mbi4OLz++usICQnBV199hQMHDpT7U1pVf1YUQuCTTz7B3r17ERUVBRcXF/kyIyMj+Pn5ISIiQnJ2IiIiAgMHDiy3TlXXe5Hi4mLk5+fD1tYWwLPr89asWYOzZ89CX19f4RdqiZq+9EKZNii5Mz0xMbHcyywsLS1haWlZZv6L6u7Ro4dkeKjNmzdjyZIl8PX1xaZNm6Cvr6+W/awJ7NdeLuwj1ddHlqcqbVJdsddq1XqroIYdOHBAABC3b99Weh1tHvWiqKhI1K9fX4wYMUJcu3ZNHDlyRLRt21Zyh2lOTo6wsbER7777rvjnn39EeHi4cHNzk9wdnp6eLszNzcXEiRPFtWvXxNatW4Wjo2O5d4cLUfbucSGEWLt2rTA1NRXLli0TV69eFXFxcWLDhg0iNDRUCPG/u8NLtluRsWPHCicnJ/HHH3+I6Oho0b17d9GqVSvx9OnTKrVZTTt+/LgwMDAQeXl5Qgghpk+fLlxcXMSDBw+EEELk5uaKpk2byssvXrxYrF69utri+fjjj4VMJhNRUVGS0WIeP34shBBi+/btwtDQUKxfv17Ex8eLyZMnC3Nzc3Hr1i15HStWrBDdu3eX1KvMehUZMWKECAkJEadPnxYJCQniyJEjokePHsLa2lpcu3ZNCCFEdna2cHZ2FtOmTROXLl1SU4solpOTI2JiYkRMTIwAIJYuXSpiYmIkfUvpdlCmDWbPni3q168vNm3aJK5fvy6io6PFypUrxaZNmyqMp7Ltm5SUJJycnLRy1Av2ay8X9pHq6yOry4tiV7S/yvShlVVT+ZrOJMonT56UN/zNmzfFjh07hKOjoxgwYECl6tHmRFkIISIiIkTz5s2FsbGx8Pb2FlFRUWWGYjl16pRo1aqVMDIyEq1btxa7d+8u07Hv3btXuLm5CRMTExEYGCjWrFlT6S8UIYTYunWraN26tTAyMhL16tUTXbp0EXv27BFCVO4L5cmTJ2LChAnC2tpamJqaisDAQJGYmFjp9tG0FStWCC8vL/n7oqIi0a9fP9G5c2eRn58vzpw5I9555x358pEjR4o///yz2uJBqeGvSl4bN26Ul/n++++Fs7OzMDIyEr6+vvJhkUoEBwcLZ2fnMnVXtN7GjRsVHi8lli5dKjp27ChsbGyEiYmJaNasmRg/frxISkqSlMvOzhY//fST8PDwEAcOHFCtEZQQGRmpsJ2CgoLkZRS1w4varri4WCxfvly4u7sLQ0NDYWtrK3r37l2mnCIvqrs0f39/MWnSJGV3uVZhv/byYB/5jLr6yOpSUeyK9leZPrSymChX0vnz50W7du2ETCYTJiYmwt3dXQQHB4vc3NxK1aPtibIqKtOxU/Vau3at+Oqrr+TvW7duLTIyMjQXUDUJDg4W/v7+Varj33//lf/7o48+Ert27apiVLpr27Ztok6dOmLbtm2aDqXGsF/TTewjqURN5Wu1/hplZfn6+pa5Jo1I21y8eBE9evQA8OxO+kePHsmHqNIlhw8flg9Zpqovv/wSZ86cgZmZGTp37lzpkTBeJjdu3EBxcbHWjqNMVIJ9JNU0nUmUiXTB8x2jgYEBrl27psFoqs+pU6eqXMdPP/2khkheDiUPaajswxqIahv2kVTTmCgTmjRpotTwSkSknUxMTCTTlwH7NSJSh1o/jjIREVVNyVi9pcfsJSKiijFRJiLScR4eHrCwsICHh4emQyEi0iq89IKISMf17NkTOTk5mg6DiEjr8IwyEZGOO3fuHDp06IBz585pOhQiIq3CRJmISMdFRkbi9OnTiIyM1HQoRERahYkyEZGOMzIykkyJiEg5TJSJiHScjY2NZEpERMphokxEpOOePn0qmRIRkXKYKBMR6bji4mLJlIiIlMPh4YiIdNzgwYPRqFEjvPrqq5oOhYhIq/CMMhGRjnv69Clyc3N56QURUSUxUSYi0nHbt2/HoEGDsH37dk2HQkSkVZgoExHpuMzMTMmUiIiUw0SZiEjHOTs7S6ZERKQcJspERERERAowUSYi0nGpqamSKRERKYfDwxER6bjBgwfj4sWLGDx4sKZDISLSKnpCCKHpIGqT7OxsyGQyZGVlwcrKStPhEBEREVEpNZWvqXxGubi4GNevX8f9+/fLPO2pS5cuVQ6MiIjUY9++fXj33Xfx888/Y9CgQZoOh4hIa6iUKJ8+fRrDhg3D7du3UfqEtJ6eHoqKitQSHBERVd2lS5eQl5eHS5cuMVEmIqoElRLlsWPHok2bNggPD4eDgwP09PTUHRcREamJnZ2dZEpERMpRKVG+du0adu3aBTc3N3XHQ0REamZmZiaZEhGRclQaHq5du3a4fv26umMhIqJqkJOTI5kSEZFyVDqj/Mknn2DatGlITU1Fy5YtYWhoKFnu7e2tluCIiKjqGjZsCD09PTRs2FDToRARaRWVhoerU6fsiWg9PT0IIbT+Zj4OD0dERERUu9Xq4eESEhLUHQcREVWTS5cuYfbs2ViwYAG8vLw0HQ4RkdZQKVF2dnZWdxxERFRNDh8+jP3796NLly5MlImIKkHlB47cuHEDy5Ytw+XLl6Gnp4fmzZtj0qRJaNq0qTrjIyKiKiq5XE7RZXNERFQ+lXrNw4cPw9PTE3///Te8vb3h5eWFM2fOoEWLFoiIiFB3jEREVAUNGjSQTImISDkqnVGeOXMmpkyZgkWLFpWZP2PGDPTq1UstwRERUdUVFxdLpkREpByVzihfvnwZo0aNKjP/ww8/RHx8fJWDIiIi9cnNzZVMiYhIOSqdUba1tUVsbCyaNWsmmR8bG8uf9oiIapkhQ4ZAJpOhd+/emg6FiEirqJQof/TRRxg9ejRu3ryJjh07Qk9PDydOnMDixYsxbdo0dcdIRERVYGJigtatW8PExETToRARaRWVHjgihMCyZcsQGhqK5ORkAICjoyM+/fRTTJw4EXp6emoPtKbwgSNEpGvCwsIwduxYrF69GmPGjNF0OEREVVarHziip6eHKVOmYMqUKcjJyQEAWFpaqjUwIiJSjwcPHkimRESkHJXHUS7BBJmIqHZr0qSJZEpERMpROlH29fXFkSNHUK9ePfj4+FR4eUV0dLRagiMioqor6a+1+bI4IiJNUDpRHjhwIIyNjeX/ZodLRKQd7t+/L5kSEZFyVLqZT5fxZj4i0jXx8fGYMGECVq5cCU9PT02HQ0RUZTWVr6n0wBFXV1ekp6eXmZ+ZmQlXV9cqB0VEROrj6emJo0ePMkkmIqoklRLlW7duoaioqMz8/Px83Llzp8pBERGR+kRERMDGxgYRERGaDoWISKtUatSL/fv3y/99+PBhyGQy+fuioiIcOXIELi4u6ouOiIiq7MyZM0hPT8eZM2fQq1cvTYdDRKQ1KpUoDxo0CMCzO6eDgoIkywwNDdGkSROEhoaqLTgiIqo6GxsbyZSIiJRTqUS5uLgYAODi4oKzZ8+y0yUi0gIl491z3HsiospR6YEjCQkJ6o6DiIiqSW5urmRKRETKUfnJfLm5uTh27BgSExNRUFAgWTZx4sQqB1baggULEB4ejtjYWBgZGSEzM7NMmcTERIwfPx5Hjx6Fqakphg0bhm+++QZGRkZqj4eISFvUr19fMiUiIuWolCjHxMTg9ddfx+PHj5Gbmwtra2ukpaXBzMwMDRo0qJZEuaCgAG+//TY6dOiA9evXl1leVFSEfv36wdbWFidOnEB6ejqCgoIghMCKFSvUHg8RkbYYOHAg0tPTOTY8EVElqTQ83JQpU9C/f388fPgQpqamOH36NG7fvg0/Pz9888036o4RADB//nxMmTIFLVu2VLj8999/R3x8PLZs2QIfHx/07NkToaGhWLt2LbKzs6slJiIibXD79m3Mnj0bt2/f1nQoRERaRaUzyrGxsQgLC4O+vj709fWRn58PV1dXLFmyBEFBQXjzzTfVHecLnTp1Cl5eXnB0dJTP6927N/Lz83H+/Hl069ZN4Xr5+fnIz8+Xvy9Jqh8/fgwDA5WvTCEiqjV2796N1atXw8XFBRMmTNB0OEREVfb48eMa2Y5KmaChoSH09PQAAHZ2dkhMTETz5s0hk8mQmJio1gCVlZqaCjs7O8m8evXqwcjICKmpqeWut3DhQsyfP7/M/KtXr8LCwkLtcRIR1bTk5GT59PLlyxqOhoio6h49elQj21Hp0gsfHx+cO3cOANCtWzfMnTsXW7duxeTJk8u9NEKRefPmQU9Pr8JXyXaUUZK8P08IoXB+iVmzZiErK0v+SkpKUnp7RETagOMoExGpRqUzyiEhIcjJyQEAfPnllwgKCsLHH38MNzc3bNy4Uel6JkyYgKFDh1ZYpkmTJkrVZW9vjzNnzkjmZWRkoLCwsMyZ5ucZGxvD2NhYqW0QERER0ctDpUS5TZs28n/b2trit99+U2njNjY2ajvD0aFDByxYsAApKSlwcHAA8OwGP2NjY/j5+allG0RE2qjk3gve2ExEVDkqJcrz58/HiBEj0LRpU3XHU67ExEQ8fPgQiYmJKCoqQmxsLADAzc0NFhYWCAgIgKenJ0aOHImvv/4aDx8+xPTp0/HRRx9xSCQieqn16tULQgj06tVL06EQEWkVla5R3r17N1555RW0b98eK1euxIMHD9QdVxlz586Fj48PgoOD8ejRI/j4+EiuldbX10d4eDhMTEzQqVMnDBkyBIMGDaq24eqq2+jRoxEaGlqr6wwLC8OwYcPUVh+pX1hYGNq0aSN59e7dW1Jm586dGDBgADp27IgRI0YgJiamTD3KlFFE1fWed+/ePSxcuBCDBg1Cx44dERAQgPHjx+P69euVrqsqoqOjMWXKFPTp0wdt2rRBVFSUUuupow2qWvd///tffPPNN5W6NK46sF8jdWC/pj7a3K9t3boVADBz5ky1bVsRlRLluLg4xMXFoXv37li6dCkaNmyI119/Hdu2bau24To2bdoEIUSZV9euXeVlGjdujF9//RWPHz9Geno6VqxYweuPX2Lr16/Hhx9+iE6dOkmOk5eNq6srDh06JH9t375dvuz3339HaGgoPvzwQ2zduhU+Pj6YOHGiZKQYZcoooup6z0tOTsbw4cORmZmJL774Art27cLixYvh6uoKQ0PDyjdGFTx58gTNmjXDZ599pvQ66miDqtb9zz//YMuWLQBQ41/CpH7s155hv6Ye2tyvHThwoMrbU4ZKiTIAtGjRAiEhIbh58yYiIyPh4uKCyZMnw97eXp3xEVVICIGnT58qXPb06VP06NEDb731Vg1HVbGMjAwsWLAAAQEB6NSpE959911ER0dX2/YMDAzk9wPY2NigXr168mVbt27FwIEDMWjQILi4uGDatGmws7PDrl27KlVGEVXXe96OHTtgamqKhQsXwtvbG46OjvDx8cG0adPg7Oxc+caogk6dOmHcuHHo3r270uso0wZCCPz4448YOHCg/Hj4448/1FL348ePMWfOHHTp0gUAkJeXV4k9Jk1hv/Zi7NfUQ5v7tenTp1duZ1WklidqmJubw9TUFEZGRvLRMEi9CgsLsWrVKhw6dAg5OTlo2rQpPvnkE/mNlZmZmViyZAliY2ORlZUFJycnfPDBB+jTp0+5dZ48eRKzZs3Cp59+il9//RUuLi6YMWOGfHlmZib69u2L7777Dm3btn1hjP/88w++//57XL16FU+fPoW7uzumTp0KDw8PAM+ubc/IyMCyZcvk6zx9+hT9+vXDuHHjMHDgQAgh8NNPP2HPnj1IS0tD48aNMWrUKPTs2RMAcO7cOYwdOxYrVqzAqlWrcO3aNaxcuVJyg2mJMWPGAECN/dWpjJSUFLz//vto3bo1QkNDIZPJEB0dDTMzM4XlN2zY8MKfy7/77jv4+PiUuzwxMRF9+vSBkZERWrRogfHjx8PJyQmFhYW4cuUK3n//fUn59u3bIy4uDgCUKqOIquuVlp2djYKCAqSmpkoeJqQKdbRlZSjbBqtWrUJkZCRmzpyJRo0aISYmBnPnzkW9evXKvRFZ2boXL16MTp06wd3dHQcOHCj3ONMU9mvs18rDfk05L3O/pujzUR1UTpQTEhKwbds2bN26Ff/++y+6dOmCefPm4e2331ZnfPT/zZ8/H8nJyQgJCYGtrS0iIyMxceJEbN++HY0bN0ZBQQGaN2+OoKAgmJub48SJEwgODoaTkxO8vLzK1Hf48GGEhIRg/vz56Nq1KwwMDLBkyRJMmTIFRkZGAIBDhw7B1tZW6YPx8ePHCAwMxKeffgoA2LJlCyZNmoQ9e/bA3NwcgwYNwujRo5GWliYf7eSvv/7C48eP5TcZKfvh+u677zBp0iQ4OTlp1YNhFi5ciCZNmmDRokXy8b0bN25cbvnBgwe/8AYsW1vbcpd5eXlh/vz5cHZ2Rnp6OtavX49Ro0Zhx44dKCwsRFFREaytrSXrWFtbIy0tDcCzpOJFZRRRdb3S3nnnHZw9exYDBw6Eh4cHXn31VfTr1w+urq5K11Giqm1ZWcq0wZMnT7Bt2zb88MMP8Pb2BgA4OTkhNjYWe/bsKfcLRZm6Dx8+jCtXruCnn37C0aNHAQB16qj8I2K1YL/Gfq087NeU8zL3a4WFhWrbr4qolCh36NABf//9N1q2bIkPPvgAw4YNQ8OGDdUdG/1/d+7cweHDh/Hbb7/JD/iRI0fi1KlTOHDgAMaPH48GDRpg5MiR8nWGDh2KU6dO4Y8//ijzhbJz5058//33CA0NlX9ZdO/eHV9//TWOHTsm/9Dt378fgYGBFT6w5Xmlz8785z//Qffu3REdHY3OnTujVatWcHZ2Rnh4OIKCggA8OyvSs2dPmJmZVerDNWbMGLRv374yzahxqampOHnyJLZs2aJ0m8pkMshkMpW32alTJ/m/3dzc4O3tjUGDBuHXX3+V3/xSOhZFD+lRpowiqq5XwsPDA//9738RGxuLM2fO4I8//sCWLVuwaNGich9LX56qtqWqKmqDmzdvIj8/H+PHj5eUKSwshLu7OwDg4MGDCAkJkS/77rvv4OTkVGHdqampCA0NxcqVK2FsbIzMzEwAQH5+vlr3rSrYr7FfUxX7tf95mfu1Wp0od+vWDevWrUOLFi3UHQ8pcOXKFQgh8Oabb0rmFxQUyD8gRUVF2LRpEyIiIvDgwQMUFBSgoKAApqamknWOHj2K9PR0rFu3TvJFY2RkhL59+2L//v3o1asXrl69imvXrlXqbvKHDx9i9erVOHfuHNLT01FcXIy8vDzJRfgDBw7E3r17ERQUhIcPH+LEiRP44YcfACj34Srh6empdFy1xZUrV2BoaCj/yVYZ6v5ZzdTUFE2bNkVSUhLq1q0LfX19pKenS8pkZGSgfv36AKBUGUVUXU8RfX19+Pn5wc/PD6NHj0b//v1x6NAh+RfK7t27sWfPHhQWFqJZs2ZYsGCBwnpq+idKZdpACAEAWLZsGRo0aCApV3JTT5cuXSSfVVtbW+jr61dY95UrV/Dw4UN5klmynZiYGLRr1w4nT56Evr6+WvZTVezX2K9VhP0a+7XSdZfXr61evRpr1qxBfn5+tfRrKj+ZD3jWoSUkJKBp06YwMFDL5c6kQHFxMfT19bF58+YyB0HJF8aWLVuwbds2TJs2DW5ubjA1NUVoaGiZv7heeeUVXLlyBQcOHECLFi0kf7kNGjQIw4YNw71797B//360bdtW/vAWZcybNw+ZmZmYOnUqHBwcYGRkhA8++EASQ79+/bBy5Ur5yCklNzEAyn24Su+3NjEwMEBRURHy8vJgYmKi1Drq/lmtoKAAt27dgo+Pj/zL7cyZM5KzGGfOnIG/vz8AKFVGEVXXe5Hi4mIUFBTIb9zJzs7G3r178dNPP0FfX7/CeyRq+idKZdrAxcUFRkZGSE1NLffnSHNzc5ibm5eZX1Hdbdu2lYwCAABffPEFnJ2dERQUpPEkGWC/BrBfqwj7NfZrpesu3a89fvwYH374IYYMGYLPP/+82vo1lbLbJ0+eYMKECfjxxx8BAP/++y9cXV0xceJEODo6VvuYdi8bd3d3FBUVISMjo9y/CmNjY+Hv74/XX38dwLMPXmJiIlxcXCTlnJycMHnyZIwZMwZ16tSR3OTi5uaG5s2bY9++fTh06JD8mjxlxcbGYsaMGXjttdcAPPtJruQn3xJ169ZF165dceDAAcTFxaF///7yZcp8uLSZl5cXLCwssHDhQrz//vsQQiA6Ohpt2rQp91HtVf1ZbdmyZejcuTPs7e2RkZGB9evXIzc3F4GBgQCA4cOHY+7cuWjevDm8vb2xZ88epKamYvDgwfI6lCmzY8cOREVFyc+iKbteRebMmQNXV1e0bdsW1tbWuHv3rvzMyfDhwwE8OyuTlZWFFStWoH///hU+BKmqbfn48WMkJSXJ39+9exdXr16FTCaTj/ZTuh1e1Abm5uYYMWIEli5dCiEEWrdujUePHiEuLg5mZmby/ydFKqrb3Nwcbm5u8rLR0dG4fv06HBwcJPM1if2abmC/xn5NU/3ao0ePADy7hlnRPQvqolKiPHPmTFy4cAFRUVGSu4979uyJ4OBgJspq5uzsjL59+yI4OBiTJ0+Gu7s7MjMzcfbsWbi5ueG1116Dk5MTjh49igsXLsDKygpbt25Fenp6mS+UkvpWr16NMWPGwMDAANOmTZMvGzRoEJYsWQITE5NKXyvl5OSE3377DZ6ensjNzcXy5csVjmM9cOBATJkyBcXFxZIPTFU+XIqkpqYiKysLqampKC4uxtWrVwEAjRo10sjd/3Xr1sXSpUvx3Xff4b333oOhoSFatGiBgICAatvmvXv3MHv2bGRmZqJevXrw8vLCxo0b5WfUAgICkJWVhXXr1iEtLQ1NmzbF8uXLJWfclCmTmZmJO3fuSLb9ovUOHDiA+fPnyx8aVJqHhweOHDmCrVu34smTJ7Czs0O7du0QHBwMOzs7AM+Ome3btyMqKgozZszApEmT0LlzZ7W2YYn4+HiMHTtW/v7bb78FAAQGBmLevHkAyraDMm338ccfw9raGhs3bsTdu3dhaWkJDw8PfPDBBxXGo0zdJS5cuICCgoIaeTiUstivsV9TFfs19dHmfq2m6ImS34UqwdnZGTt27ED79u1haWmJCxcuwNXVFdevX4evry+ys7OrI9YakZ2dDZlMhqioKI3edTx69Gi4u7vLO/unT59i/fr1CA8Px/379yGTyeDt7Y0xY8bAzc0NWVlZ+OKLL3D27FmYmJjgjTfeQGpqKh49eiS/Hq90nQkJCRgzZgz69u2LKVOmAHj212VAQAD69+8vOSujSFhYGI4dO4Zt27YBeHatWkhICK5fvw57e3uMGzcOy5cvx7vvvit50pUQAgMGDICrqyuWL18uqVMIgR07dmDnzp1lPly+vr7yYZQiIyNhaWlZYXzz5s3Dr7/+Wmb+6tWra2xYGSpfWFgYzp8/jzVr1qhcR2Jiovzu+gULFqB9+/bo0aOHukLUGb/88guWLFmCzz77DEOGDNFYHOzX2K/pOvZrNefRo0fo2rUrsrKyYGVlVW3bUSlRNjMzw6VLl+Dq6ipJlC9cuIAuXbogKyurOmKtEbUlUdaU1NRUDBgwAD/99FOlbs6ojLy8PPTp0wdz586t1CDnpFs++OADTJs2rUo/mc2dOxeXLl2CiYmJfMD+2jYEWm1w8OBBzJkzB19++SX69u2r6XBqHPs1qins12pOTSXKKl160bZtW4SHh+OTTz4B8L+hPNauXYsOHTqoLzqqMU+fPkVaWhpWrFgBLy+vavkyKS4uRnp6OrZs2QILCwv508Lo5fSiO7WV8cUXX6ghEt1XMixcbRoeriawX6Oaxn5N96iUKC9cuBB9+vRBfHw8nj59iuXLl+Off/7BqVOncOzYMXXHSDUgNjYWY8eORePGjbFkyZJq2UbJWR07OzsEBwdzpBSiGlIyGoGyoxLoCvZrRFRVKl16AQAXL17EN998g/Pnz6O4uBi+vr6YMWMGWrZsqe4Ya9TLfukFEeme/Px8pKSkwMHBQeGNaERE2qZWX3oBAC1btpQPD0dERLVXZmYmjh49in79+snvrCciohdTOlGuzEgW1ZnZExFR5URGRmLVqlUwMzPD0KFDNR0OEZHWUDpRrlu37gufZV7yPO6ioqIqB0ZEROrxst7MR0RUVUonypGRkdUZBxERVZOSRyeXfoQyERFVTOlEufRzzP/880+EhYXhxo0b2LVrFxo2bIjNmzcrfGKSNnJ3d+clJESkEy5cuAAAcHR0RPPmzTUcDRFR1dXUw+1Uuplv9+7dGDlyJIYPH46YmBj5z3k5OTkICQnBb7/9ptYgNcHMzEwjjwMlIlK3R48eyafs14hIFzx9+rRGtqPSo16++uorrF69GmvXroWhoaF8fseOHREdHa224IiIqOreeustzJ49G2+99ZamQyEi0ioqnVG+evWqwqcPWVlZITMzs6oxERGRGjk6OuKrr77SdBhERFpHpTPKDg4OuH79epn5J06cgKura5WDIiIi9dmyZQvq1KmDLVu2aDoUIiKtolKiPGbMGEyaNAlnzpyBnp4ekpOTsXXrVkyfPh3jxo1Td4xERFQFt27dghACt27d0nQoRERaRaVLLz777DNkZWWhW7duyMvLQ5cuXWBsbIzp06djwoQJ6o6RiIiqwNHRUTIlIiLlqPwI6wULFmD27NmIj49HcXExPD09YWFhoc7YiIhIDYyNjSVTIiJSjsqJMvBsCLU2bdqoKxYiIqoGGRkZkikRESlHpWuUiYhIe3h5ecHa2hpeXl6aDoWISKtU6YwyERHVfl27dkV6erqmwyAi0jo8o0xEpOPOnj0LPz8/nD17VtOhEBFpFSbKREQ6LjIyEtHR0YiMjNR0KEREWoWJMhGRjjM1NZVMiYhIOUyUiYh0nLW1tWRKRETKYaJMRKTjCgsLJVMiIlIOE2UiIh0nhJBMiYhIORwejohIx7399tto1qwZWrdurelQiIi0Cs8oExHpuLy8PNy+fRt5eXmaDoWISKswUSYi0nE7duzAiBEjsGPHDk2HQkSkVZgoExHpuJycHMmUiIiUw0SZiEjHNWrUSDIlIiLlMFEmIiIiIlKAiTIRkY67d++eZEpERMrh8HBERDrurbfewtWrV/HWW29pOhQiIq2iJzgCvUR2djZkMhmysrJgZWWl6XCIiIiIqJSaytd46QURkY7bs2cPjI2NsWfPHk2HQkSkVZgoExHpuPj4eBQUFCA+Pl7ToRARaRUmykREOs7e3l4yJSIi5TBRJiLScaamppIpEREpR2sS5QULFqBjx44wMzND3bp1FZbR09Mr81q9enXNBkpEVMtkZ2dLpkREpBytGR6uoKAAb7/9Njp06ID169eXW27jxo3o06eP/L1MJquJ8IiIai1nZ2cYGBjA2dlZ06EQEWkVrUmU58+fDwDYtGlTheXq1q3L6/CIiJ7z+uuvo7CwUNNhEBFpHa259EJZEyZMgI2NDdq2bYvVq1ejuLi4wvL5+fnIzs6WvIiIdElcXBx69+6NuLg4TYdCRKRVdCpR/vLLL7Fz50788ccfGDp0KKZNm4aQkJAK11m4cCFkMpn81ahRoxqKloioZvz+++/yFxERKU+jifK8efMU3oD3/OvcuXNK1/f555+jQ4cOaN26NaZNm4YvvvgCX3/9dYXrzJo1C1lZWfJXUlJSVXeLiKhWMTAwkEyJiEg5Gu01J0yYgKFDh1ZYpkmTJirX3759e2RnZ+PevXuws7NTWMbY2BjGxsYqb4OIqLaztbWVTImISDkaTZRtbGxgY2NTbfXHxMTAxMSk3OHkiIheBkVFRZIpEREpR2t+h0tMTMTDhw+RmJiIoqIixMbGAgDc3NxgYWGBAwcOIDU1FR06dICpqSkiIyMxe/ZsjB49mmeMieillpeXJ5kSEZFytCZRnjt3Ln788Uf5ex8fHwBAZGQkunbtCkNDQ6xatQpTp05FcXExXF1d8cUXX2D8+PGaCpmIqFZ4++23YWNjg27dumk6FCIiraInhBCaDqI2yc7OhkwmQ1ZWFqysrDQdDhFRlT169AiXL19G8+bNYWFhoelwiIiqrKbyNZ0aHo6IiMrasmULXn31VWzZskXToRARaRUmykREOi4tLU0yJSIi5TBRJiLScS4uLpIpEREph4kyEREREZECTJSJiHTcvXv3JFMiIlKO1gwPR0REqgkMDMTRo0cRGBio6VCIiLQKE2UiIh33yiuv4Ndff9V0GEREWoeXXhAR6biDBw+ibt26OHjwoKZDISLSKkyUiYh03Pnz55GVlYXz589rOhQiIq3CRJlUMm/ePLRu3brMPDs7O+jp6WHfvn0aiUtbTJs2Df3799d0GPSSsLW1lUxJMfZrVcN+jXQRE2VSyfTp03HkyBH5+8uXL2P+/PkICwtDSkoK+vbtq9btrVmzBl27doWVlRX09PSQmZmp1vprWmxsbJkvZE1YuHAh2rZtC0tLSzRo0ACDBg3C1atXJWVWrVoFFxcXmJiYwM/PD3/++adSdau63vPu3LmDjz/+GG5ubjAxMYGdnR0CAgJw8eLFStdVFcePH0f//v3h6OhYqYRJHW2gjrqPHj0KANi7d6/atq+L2K9VDfs15bBfU0/doaGhAICZM2eqbfuKMFEmlVhYWKB+/fry9zdu3AAADBw4EPb29jA2Nlap3sLCQoXzHz9+jD59+uA///mPSvXWNhcuXICPj4+mw8CxY8cwfvx4nD59GhEREXj69CkCAgKQm5sLANixYwcmT56M2bNnIyYmBp07d0bfvn2RmJhYYb2qrve8W7duwcfHB2lpadi8eTOuXLmCXbt2wdPTU+XjS1W5ublo1aoVVq5cqfQ66mgDddR99uxZefJX3ueLnmG/VjXs116M/Zp66j579iw2bdpU5W0qRZBEVlaWACCysrI0HYpKDh48KDp16iRkMpmwtrYW/fr1E9evX5eUOXPmjGjdurUwNjYWfn5+Ys+ePQKAiImJEUIIsXHjRiGTySTr7N27Vzx/uAQHB4tWrVrJ/w1A8iqxYcMG4eHhIYyNjYW7u7v4/vvv5csSEhIEALFjxw7h7+8vjI2NxYYNGyrcv8jISAFAZGRkVL5xaonExEQBQNy4cUMIIURGRoYIDAwUHTp0EMnJyRqN7f79+wKAOHbsmBBCiFdffVWMHTtWUsbDw0PMnDmzwnpUXe95U6dOFc7OzqKoqEjpdWoCALF3794XllOmDYqLi8XixYuFi4uLMDExEd7e3mLnzp1qqVsIIXJyckSzZs3E3LlzBQDRr1+/F9ZdG7Ffq/3YrymH/VrV6hbif/3avn37BADx8ccfv7DuquAZZR2Tm5uLqVOnys8i1alTB2+88QaKi4vlywMDA+Hu7o7z589j3rx5mD59epW2OX36dGzcuBEAkJKSgpSUFADA2rVrMXv2bCxYsACXL19GSEgI5syZgx9//FGy/owZMzBx4kRcvnwZvXv3rlIs2iA2NhYymQwuLi64ePEi2rZtCwcHB0RFRcHBwaFSdYWEhMDCwqLCV2V+FsvKygIAWFtbo6CgAOfPn0dAQICkTEBAAE6ePFluHaquV1pGRgby8vLUcqZC3e30Isq2weeff46NGzfihx9+wD///IMpU6ZgxIgROHbsWJXrBoDx48ejX79+mDt3Ll577TU0bdpUDXtX89iv1X7s15TDfq1qdQP/69e6deumhr16MY6jrGMGDx4seb9+/Xo0aNAA8fHx8PLywtatW1FUVIQNGzbAzMwMLVq0kF8vpSoLCwvUrVsXAGBvby+f/+WXXyI0NBRvvvkmAMDFxQXx8fEICwtDUFCQvNzkyZPlZV4GsbGxaNWqFX7++WeMHz8eixYtwpgxY+TL9+3bh2PHjuHbb799YV1jx47FkCFDKizTsGFDpeISQmDq1Kl47bXX4OXlheTkZBQVFcHOzk5Szs7ODqmpqeXWk5aWptJ6pU2YMAFHjhyBq6srfH190bNnT7z33nvw9PRUuo4S6mwnZSjTBrm5uVi6dCmOHj2KDh06AABcXV1x4sQJhIWFwd/fX+W6AWD79u2Ijo7G2bNncf36dVy7dg2urq5q28eaxH6t9mO/phz2a+rr1woKCtS2bxVhoqxjbty4gTlz5uD06dNIS0uTn3FJTEyEl5cXLl++jFatWsHMzEy+TsnBrE4PHjxAUlISRo0ahY8++kg+/+nTp5DJZJKybdq0Ufv2a7PY2FhcvHgREyZMQHh4ODp27ChZHhcXh1atWilVl7W1NaytrdUS14QJExAXF4cTJ05I5uvp6UneCyHKzFNE1fVK+Pr64ubNmzhx4gQiIiLwyy+/IDQ0FL/88gveeOMNpesB1NtOlVFRG8THxyMvLw+9evWSlCkoKJBf57l161ZJsnHw4EH5WeGK6k5KSsKkSZPw+++/w8TEBL/99hvu3buHhIQE9e5gDWG/VvuxX1MO+zX19WtMlEkl/fv3R6NGjbB27Vo4OjqiuLgYXl5e8gNKCPHCOurUqVOmXGVvAir5Ilu7di3atWsnWaavry95b25uXqm6tV1sbCwGDx6MrVu3KrzLPS4uDnl5eejQoQOSk5Nx8ODBcs82hISEICQkpMLtHTx4EJ07d66wzCeffIL9+/fj+PHjcHJyAgDY2NhAX1+/zNmS+/fvl/mr/3mqrqeIvr4+/P394e/vj+DgYDRp0gTbtm2Tf6GEhYUhLCwMBQUF8Pb2xrZt2xTWo652UpYybVDyGQkPDy9z1qfkpp4BAwZIPj8NGzaEvr7+C+s+f/487t+/Dz8/PwD/+9yfOHECBgYGyM/PL/M5rM3Yr9V+7NeUx35NPf1aidWrV2PNmjXV1q8xUdYh6enpuHz5MsLCwuQfjNJ/RXt6emLz5s148uQJTE1NAQCnT5+WlLG1tUVOTg5yc3PlnX1sbGylYrGzs0PDhg1x8+ZNDB8+XMU90j05OTlISEjAuHHj0KlTJ7z77rs4efIkWrRoIS8TFxeH119/HSEhIfjqq69w4MCBcr9QqvrTmxACn3zyCfbu3YuoqCi4uLjIlxkZGcHPzw8RERGSMx0REREYOHBguXWqut6LFBcXIz8/Xz4WcEZGBtasWYOzZ89CX1+/wqG1avonSmXaoOQu98TExHJ/jrS0tISlpWWZ+S+qu0ePHpKhpn799VfMmjULHTt2xOrVq7UqSWa/VvuxX2O/pol+7dGjR+jQoQOGDBmCzz//vPr6tWq9VVALafOoF0VFRaJ+/fpixIgR4tq1a+LIkSOibdu2krtZc3JyhI2NjXj33XfFP//8I8LDw4Wbm5vk7vD09HRhbm4uJk6cKK5duya2bt0qHB0dy707XIiyd48LIcTatWuFqampWLZsmbh69aqIi4sTGzZsEKGhoUKI/90dXrLdiqSkpIiYmBixdu1aAUAcP35cxMTEiPT09Cq1WU07fvy4MDAwEHl5eUIIIaZPny5cXFzEgwcPhBBC5ObmiqZNm8rLL168WKxevbra4vn444+FTCYTUVFRIiUlRf56/PixEEKI7du3C0NDQ7F+/XoRHx8vJk+eLMzNzcWtW7fkdaxYsUJ0795dUq8y61VkxIgRIiQkRJw+fVokJCSII0eOiB49eghra2tx7do1IYQQ2dnZwtnZWUybNk1cunRJTS2iWE5OjoiJiRExMTECgFi6dKmIiYkRt2/flpcp3Q7KtMHs2bNF/fr1xaZNm8T169dFdHS0WLlypdi0aVOF8VS2fbds2SIAiN69e1exJWoe+7Xaj/0a+zVN9Gsl+Vp1j3rBRLkUbU6UhRAiIiJCNG/eXBgbGwtvb28RFRVVZtiXU6dOiVatWgkjIyPRunVrsXv37jId+969e4Wbm5swMTERgYGBYs2aNZX+QhFCiK1bt4rWrVsLIyMjUa9ePdGlSxexZ88eIUTlvlAUDdUEQGzcuLGyTaRRK1asEF5eXvL3RUVFol+/fqJz584iPz9fnDlzRrzzzjvy5SNHjhR//vlntcWjqE1Lt+v3338vnJ2dhZGRkfD19ZUPsVQiODhYODs7l6m7ovU2btyo8HgpsXTpUtGxY0dhY2MjTExMRLNmzcT48eNFUlKSpFx2drb46aefhIeHhzhw4IBqjaCEkuG7Sr+CgoLkZRS1w4varri4WCxfvly4u7sLQ0NDYWtrK3r37l2mnCIvqvt5K1euFABE165dK7XftQX7tdqN/doz7Neeqal+raYSZT0hlLi46yWSnZ0NmUyGrKwsWFlZaTqcGnHr1i24uLggJiamVjxV6WW2bt063Lt3D7NnzwYA+Pj4IDIyUn73va6YN28eoqKiEBUVpXId165dQ7NmzQAAo0ePRu/evcuMjkDPPHjwAHv27MGbb7750jzGmv1a7cF+TXns15RXU/kax1EmqkUuXryIli1bAnh2J/2jR4907ssEAA4fPowlS5ZUqY4vv/wS7u7u8PHxgYmJSaXvGH+Z1KtXD++++y7q1aun6VDoJcR+TXns12ofnlEuhWeUW2s6HCJSs7Vr12L06NFYs2aNZFgzXcZ+jUi31VS+xlEvCE2aNFFqeCUi0k737t2TTF8G7NeISB146QURkY5r3LixZEpERMphokxEpONKxhfVpvGTiYhqAybKREQ67sGDB5IpEREph4kyEZGO69KlC7y9vdGlSxdNh0JEpFV4Mx8RkY7z9fXFhQsXNB0GEZHW4RllIiIdFxUVBScnpyo9CIGI6GXERJmISMedPHkSd+/excmTJzUdChGRVmGiTESk40qegqaLT0MjIqpOTJSJiHScTCaTTImISDlMlImIdNyTJ08kUyIiUg4TZSIiHWdhYSGZEhGRcjg8HBGRjnvjjTeQkJAABwcHTYdCRKRVeEaZiEjHpaamYu3atUhNTdV0KEREWoWJMhGRjtu3bx9CQkKwb98+TYdCRKRVmCgTEem4goICyZSIiJTDRJmISMc5OjpKpkREpBwmykRERERECjBRJiLScenp6ZIpEREph8PDERHpuLfffhvZ2dl4++23NR0KEZFW0RNCCE0HUZtkZ2dDJpMhKysLVlZWmg6HiIiIiEqpqXyNl14QEem4TZs2QU9PD5s2bdJ0KEREWoWJMhGRjrtz545kSkREytGKRPnWrVsYNWoUXFxcYGpqiqZNmyI4OLjMmKCJiYno378/zM3NYWNjg4kTJ3LcUCJ66TVs2FAyJSIi5WjFzXxXrlxBcXExwsLC4ObmhkuXLuGjjz5Cbm4uvvnmGwBAUVER+vXrB1tbW5w4cQLp6ekICgqCEAIrVqzQ8B4QEWmOkZGRZEpERMrRikS5T58+6NOnj/y9q6srrl69ih9++EGeKP/++++Ij49HUlKSfFD90NBQvP/++1iwYAFvzCOil9bDhw8lUyIiUo5WXHqhSFZWFqytreXvT506BS8vL8mTp3r37o38/HycP39eEyESEdUKPj4+sLe3h4+Pj6ZDISLSKlpxRrm0GzduYMWKFQgNDZXPS01NhZ2dnaRcvXr1YGRkhNTU1HLrys/PR35+vvx9dna2+gMmItKg1157DSkpKZoOg4hI62j0jPK8efOgp6dX4evcuXOSdZKTk9GnTx+8/fbb+L//+z/JMj09vTLbEEIonF9i4cKFkMlk8lejRo3Us3NERLXEqVOn0LJlS5w6dUrToRARaRWNnlGeMGEChg4dWmGZJk2ayP+dnJyMbt26oUOHDlizZo2knL29Pc6cOSOZl5GRgcLCwjJnmp83a9YsTJ06Vf4+OzubyTIR6ZTjx4/j0qVLOH78ODp06KDpcIiItIZGE2UbGxvY2NgoVfbu3bvo1q0b/Pz8sHHjRtSpIz0Z3qFDByxYsAApKSlwcHAA8OwGP2NjY/j5+ZVbr7GxMYyNjVXfCSKiWs7c3FwyJSIi5WjFNcrJycno2rUrGjdujG+++QYPHjyQL7O3twcABAQEwNPTEyNHjsTXX3+Nhw8fYvr06fjoo4844gURvdTq1asnmRIRkXK0IlH+/fffcf36dVy/fh1OTk6SZUIIAIC+vj7Cw8Mxbtw4dOrUCaamphg2bJh8+DgiopdVyYOX+AAmIqLK0YpE+f3338f777//wnKNGzfGr7/+Wv0BERFpEQMDA8mUiIiUw16TiEjHvfnmm/Dw8ICnp6emQyEi0ipa+8ARIiJSTk5ODmJiYpCTk6PpUIiItAoTZSIiHbdr1y6MGTMGu3bt0nQoRERahYkyEZGOe/TokWRKRETKYaJMRKTjSh6ixIcpERFVDhNlIiIiIiIFmCgTEem4+/fvS6ZERKQcDg9HRKTj3nrrLSQkJOCtt97SdChERFpFT5Q82o4AANnZ2ZDJZMjKyuKjr4mIiIhqoZrK13jpBRGRjtu5cycMDQ2xc+dOTYdCRKRVmCgTEem4q1ev4unTp7h69aqmQyEi0ipMlImIdJy9vb1kSkREymGiTESk40xNTSVTIiJSDhNlIiIdl5WVJZkSEZFyODxcOdLS0pCfn6/pMIiIqszGxgbGxsawsbHBgwcPNB0OEVGV5eTk1Mh2ODxcKSXDjRARERFR7cbh4YiIiIiINICJMhERERGRAkyUiYiIiIgU4M185bhx4wYsLS01HQYRERERlZKTk4OmTZtW+3aYKJfDxsamWi8OJyIiIiLVGBsb18h2eOkFEREREZECTJSJiIiIiBRgokxEREREpAATZSIiIiIiBZgoExEREREpwESZiIiIiEgBJspERERERAowUSYiIiIiUoCJMhERERGRAnwyXylCCABAdna2hiMhIiIiIkVK8rSSvK26MFEuJT09HQDQqFEjDUdCRERERBVJT0+HTCartvqZKJdibW0NAEhMTKzWhtcl2dnZaNSoEZKSkmBlZaXpcLQG263y2GaqYbtVHttMNWy3ymObqSYrKwuNGzeW523VhYlyKXXqPLtsWyaT8YCtJCsrK7aZCthulcc2Uw3brfLYZqphu1Ue20w1JXlbtdVfrbUTEREREWkpJspERERERAowUS7F2NgYwcHBMDY21nQoWoNtphq2W+WxzVTDdqs8tplq2G6VxzZTTU21m56o7nE1iIiIiIi0EM8oExEREREpwESZiIiIiEgBJspERERERAowUSYiIiIiUuClS5QXLFiAjh07wszMDHXr1lVqHSEE5s2bB0dHR5iamqJr1674559/JGXy8/PxySefwMbGBubm5hgwYADu3LlTDXtQ8zIyMjBy5EjIZDLIZDKMHDkSmZmZFa6jp6en8PX111/Ly3Tt2rXM8qFDh1bz3tQcVdrt/fffL9Mm7du3l5ThsfY/hYWFmDFjBlq2bAlzc3M4OjrivffeQ3JysqScrh1rq1atgouLC0xMTODn54c///yzwvLHjh2Dn58fTExM4OrqitWrV5cps3v3bnh6esLY2Bienp7Yu3dvdYWvMZVptz179qBXr16wtbWFlZUVOnTogMOHD0vKbNq0SWE/l5eXV927UmMq02ZRUVEK2+PKlSuScjzWpBT1+3p6emjRooW8jK4fa8ePH0f//v3h6OgIPT097Nu374Xr1Fi/Jl4yc+fOFUuXLhVTp04VMplMqXUWLVokLC0txe7du8XFixfFO++8IxwcHER2dra8zNixY0XDhg1FRESEiI6OFt26dROtWrUST58+raY9qTl9+vQRXl5e4uTJk+LkyZPCy8tLBAYGVrhOSkqK5LVhwwahp6cnbty4IS/j7+8vPvroI0m5zMzM6t6dGqNKuwUFBYk+ffpI2iQ9PV1Shsfa/2RmZoqePXuKHTt2iCtXrohTp06Jdu3aCT8/P0k5XTrWtm/fLgwNDcXatWtFfHy8mDRpkjA3Nxe3b99WWP7mzZvCzMxMTJo0ScTHx4u1a9cKQ0NDsWvXLnmZkydPCn19fRESEiIuX74sQkJChIGBgTh9+nRN7Va1q2y7TZo0SSxevFj8/fff4t9//xWzZs0ShoaGIjo6Wl5m48aNwsrKqkx/pysq22aRkZECgLh69aqkPZ7vm3islZWZmSlpr6SkJGFtbS2Cg4PlZXT9WPvtt9/E7Nmzxe7duwUAsXfv3grL12S/9tIlyiU2btyoVKJcXFws7O3txaJFi+Tz8vLyhEwmE6tXrxZCPDvIDQ0Nxfbt2+Vl7t69K+rUqSMOHTqk9thrUnx8vAAgObBOnTolAIgrV64oXc/AgQNF9+7dJfP8/f3FpEmT1BVqraJquwUFBYmBAweWu5zH2ov9/fffAoDkS0mXjrVXX31VjB07VjLPw8NDzJw5U2H5zz77THh4eEjmjRkzRrRv317+fsiQIaJPnz6SMr179xZDhw5VU9SaV9l2U8TT01PMnz9f/l7Z7xFtVdk2K0mUMzIyyq2Tx9qL7d27V+jp6Ylbt27J5+n6sfY8ZRLlmuzXXrpLLyorISEBqampCAgIkM8zNjaGv78/Tp48CQA4f/48CgsLJWUcHR3h5eUlL6OtTp06BZlMhnbt2snntW/fHjKZTOl9u3fvHsLDwzFq1Kgyy7Zu3QobGxu0aNEC06dPR05Ojtpi16SqtFtUVBQaNGiAV155BR999BHu378vX8Zj7cWysrKgp6dX5tIqXTjWCgoKcP78ecn/PwAEBASU20anTp0qU7537944d+4cCgsLKyyj7cdUCVXarbTi4mLk5OTA2tpaMv/Ro0dwdnaGk5MTAgMDERMTo7a4Nakqbebj4wMHBwf06NEDkZGRkmU81l5s/fr16NmzJ5ydnSXzdfVYU0VN9msGVQtV96WmpgIA7OzsJPPt7Oxw+/ZteRkjIyPUq1evTJmS9bVVamoqGjRoUGZ+gwYNlN63H3/8EZaWlnjzzTcl84cPHw4XFxfY29vj0qVLmDVrFi5cuICIiAi1xK5JqrZb37598fbbb8PZ2RkJCQmYM2cOunfvjvPnz8PY2JjH2gvk5eVh5syZGDZsGKysrOTzdeVYS0tLQ1FRkcL+qLw2Sk1NVVj+6dOnSEtLg4ODQ7lltP2YKqFKu5UWGhqK3NxcDBkyRD7Pw8MDmzZtQsuWLZGdnY3ly5ejU6dOuHDhApo1a6bWfahpqrSZg4MD1qxZAz8/P+Tn52Pz5s3o0aMHoqKi0KVLFwDlH4881p5JSUnBwYMHsW3bNsl8XT7WVFGT/ZpOJMrz5s3D/PnzKyxz9uxZtGnTRuVt6OnpSd4LIcrMK02ZMpqibJsBZfcdqNy+bdiwAcOHD4eJiYlk/kcffST/t5eXF5o1a4Y2bdogOjoavr6+StVd06q73d555x35v728vNCmTRs4OzsjPDy8zB8alalXk2rqWCssLMTQoUNRXFyMVatWSZZp47FWkcr2R4rKl56vSh+nbVTdx59//hnz5s3Df//7X8kfc+3bt5fcbNupUyf4+vpixYoV+O6779QXuAZVps3c3d3h7u4uf9+hQwckJSXhm2++kSfKla1TW6m6j5s2bULdunUxaNAgyfyX4VirrJrq13QiUZ4wYcIL72Bv0qSJSnXb29sDePbXi4ODg3z+/fv35X+p2Nvbo6CgABkZGZIzfffv30fHjh1V2m51U7bN4uLicO/evTLLHjx4UOYvNUX+/PNPXL16FTt27HhhWV9fXxgaGuLatWu1NnmpqXYr4eDgAGdnZ1y7dg0Aj7XyFBYWYsiQIUhISMDRo0clZ5MV0YZjTREbGxvo6+uXOSPyfH9Umr29vcLyBgYGqF+/foVlKnOs1maqtFuJHTt2YNSoUdi5cyd69uxZYdk6deqgbdu28s+rNqtKmz2vffv22LJli/w9j7XyCSGwYcMGjBw5EkZGRhWW1aVjTRU12q9V6opmHVLZm/kWL14sn5efn6/wZr4dO3bIyyQnJ+vUDVZnzpyRzzt9+rTSN1gFBQWVGYGgPBcvXhQAxLFjx1SOt7aoaruVSEtLE8bGxuLHH38UQvBYU6SgoEAMGjRItGjRQty/f1+pbWnzsfbqq6+Kjz/+WDKvefPmFd7M17x5c8m8sWPHlrnppW/fvpIyffr00bkbrCrTbkIIsW3bNmFiYvLCG4tKFBcXizZt2ogPPvigKqHWGqq0WWmDBw8W3bp1k7/nsVa+kpshL168+MJt6Nqx9jwoeTNfTfVrL12ifPv2bRETEyPmz58vLCwsRExMjIiJiRE5OTnyMu7u7mLPnj3y94sWLRIymUzs2bNHXLx4Ubz77rsKh4dzcnISf/zxh4iOjhbdu3fXqSG7vL29xalTp8SpU6dEy5YtywzZVbrNhBAiKytLmJmZiR9++KFMndevXxfz588XZ8+eFQkJCSI8PFx4eHgIHx8fnWgzISrfbjk5OWLatGni5MmTIiEhQURGRooOHTqIhg0b8lh7zvNtVlhYKAYMGCCcnJxEbGysZNik/Px8IYTuHWslQ0+tX79exMfHi8mTJwtzc3P5HfIzZ84UI0eOlJcvGUZpypQpIj4+Xqxfv77MMEp//fWX0NfXF4sWLRKXL18WixYt0tkhu5Rtt23btgkDAwPx/ffflzus4Lx588ShQ4fEjRs3RExMjPjggw+EgYGB5I89bVbZNvv222/F3r17xb///isuXbokZs6cKQCI3bt3y8vwWCvbbiVGjBgh2rVrp7BOXT/WcnJy5PkYALF06VIRExMjH71Ik/3aS5coBwUFCQBlXpGRkfIyAMTGjRvl74uLi0VwcLCwt7cXxsbGokuXLmX+4nvy5ImYMGGCsLa2FqampiIwMFAkJibW0F5Vr/T0dDF8+HBhaWkpLC0txfDhw8sM/1O6zYQQIiwsTJiamiocrzYxMVF06dJFWFtbCyMjI9G0aVMxceLEMmMGa7PKttvjx49FQECAsLW1FYaGhqJx48YiKCiozHHEY+1/bZaQkKDw8/z8Z1oXj7Xvv/9eODs7CyMjI+Hr6ys5Mx4UFCT8/f0l5aOiooSPj48wMjISTZo0UfjH686dO4W7u7swNDQUHh4ekuRGV1Sm3fz9/RUeV0FBQfIykydPFo0bNxZGRkbC1tZWBAQEiJMnT9bgHlW/yrTZ4sWLRdOmTYWJiYmoV6+eeO2110R4eHiZOnmslf2MZmZmClNTU7FmzRqF9en6sVZyNr28z5sm+zU9If7/1c9ERERERCTHcZSJiIiIiBRgokxEREREpAATZSIiIiIiBZgoExEREREpwESZiIiIiEgBJspERERERAowUSYiIiIiUoCJMhERERGRAkyUiYiIiIgUYKJMRERERKQAE2UiIh304MED2NvbIyQkRD7vzJkzMDIywu+//67ByIiItIeeEEJoOggiIlK/3377DYMGDcLJkyfh4eEBHx8f9OvXD8uWLdN0aEREWoGJMhGRDhs/fjz++OMPtG3bFhcuXMDZs2dhYmKi6bCIiLQCE2UiIh325MkTeHl5ISkpCefOnYO3t7emQyIi0hq8RpmISIfdvHkTycnJKC4uxu3btzUdDhGRVuEZZSIiHVVQUIBXX30VrVu3hoeHB5YuXYqLFy/Czs5O06EREWkFJspERDrq008/xa5du3DhwgVYWFigW7dusLS0xK+//qrp0IiItAIvvSAi0kFRUVFYtmwZNm/eDCsrK9SpUwebN2/GiRMn8MMPP2g6PCIircAzykRERERECvCMMhERERGRAkyUiYiIiIgUYKJMRERERKQAE2UiIiIiIgWYKBMRERERKcBEmYiIiIhIASbKREREREQKMFEmIiIiIlKAiTIRERERkQJMlImIiIiIFGCiTERERESkABNlIiIiIiIF/h+7FREVKhy/SgAAAABJRU5ErkJggg==", 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LFrB+/fp0R99KlSrF9OnT6dSpE05OTiQkJFCuXLlMx9muXTtmzZrFgAEDsLa2pkaNGly4cAGAHj16MGjQIFq1akWRIkU4d+4cf//9NwYGBpnef3Y9vwPC3r17cXNzw97enq5du+pGnZs0acLUqVPp2LEjTk5OaLVaypcvr9s+JCQkW1f1P/eq89HS0pIFCxbQp08frKys+Oabb9LMiTU0NGTLli3s3LkTOzs7xowZw+eff55hX82bN6djx45UqFCBokWLcunSJerWratb7+7uTs+ePfHw8MDGxoZDhw69tI9GjRpRu3ZtnJ2dsbGxyfJxT5s2DVNTU7755hv+/vtvTE1Nadq0aYbtV69eTWhoKA4ODnTt2vWVxydEfqRSMvs9mxBCb4YOHcqzZ88y/UQkIYQQ4l0hI7NCCCGEEKLAkmJWCCGEEEIUWDLNQAghhBBCFFgyMiuEEEIIIQosKWaFEEIIIUSBJcWsEEIIIYQosHL/BoP5jFar5d69e1haWqJSqfQdjhBCCCGEeIGiKERFRVG0aNHXPjnvnStm7927h4uLi77DEEIIIYQQrxEaGvrax26/c8WspaUlkJocKyurPOkzKSmJXbt20bRpUwwNDfOkz4JA8pI+yUvGJDfpk7xkTHKTPslLxiQ36cvrvERGRuLi4qKr217lnStmn08tsLKyytNi1szMDCsrK/nB+A/JS/okLxmT3KRP8pIxyU36JC8Zk9ykT195ycyUULkATAghhBBCFFhSzAohhBBCiAJLilkhhBBCCFFgvXNzZoUQQoj8SlEUkpOTSUlJydV+kpKSMDAwID4+Ptf7KmgkN+nLjbwYGhqi0WjeeD9SzAohhBD5QGJiImFhYcTGxuZ6X4qiUKRIEUJDQ+We6y+Q3KQvN/KiUql47733sLCweKP9SDErhBBC6JlWq+XWrVtoNBqKFi2KkZFRrhZSWq2W6OhoLCwsXntD+neN5CZ9OZ0XRVF4+PAhd+7coXTp0m80QivFbC7761Qov/vf5NLmNcSP/ib1l9P//4JK/UWlQqVSUb3P96hUoELFjb2reXrrom6drq0KVCo1NT6dgIGRUWrbgxt5dP0cKlXats9ftbuNwNjMApUKrh/Zwf2rAahUKtRqDWqNOvW/ajVqtZpaHftgYWWNWqUi+PxR7gWeRaPWoNZo0Gg0aDRq1GoDDAw0VG/SBmsbOzRqFfduXObezasYaFLXGRoYYGhoiLGREcbGxpSrVBVrGxsMNCpinj0hOuIppqbGGBsYcOXeU5yC7mBtaY65qQnmpsYYG2ow0qgx0MgvESHEuyExMRGtVouLiwtmZma53p9WqyUxMRETExMp2F4guUlfbuSlcOHCBAcHk5SUJMVsfvY4JpHAB9E8Dr1O/K2ADNtduhep+/+HV84Re+1Ihm3VPv1RG5oA8Oh8ADGX9mfYNqFaNzRm1qmxnDhG9NkdGbZ9UKwxBtYOADzdt5PIk5sybHsy6T2MChUD4Jn/WiKOrMmwbZEeszB2KgNAxPH1PPNblmFbx4++xcS1IgAxF3bx9OAKNIbGaAxNMDA2xsDQBEPj1Fel1p/hUro8pkYanoVe4/aZg5iZmmFuboaVpSU2NlbYWVtjZ2uDe5kyFHW0x8LYAEsTA8yNDFCr5esjIUT+IsWTeJfk1LcPUszmslYVnfBwNGeV0hZ72x6oVCoUJXV4XVEUtIoWFIWWH9YABRQUTpUeQlhoO7SpDdH+f9vUF3zQuSZqjQEKcMq1N6G3vNFqlTT7VLSgAE0/rI6xsSlaReGs08fcCiyPVgtabTIpySlotQop2mS0KVre/6AyJhaWaLUKp40bEehoTEpKCikpKWi1WrQpWlK0KWhTUmhUpzTmto6kaLVciCnPldi6aP+/XUpKMtrkZFKSk0lJTqJi8SKYFrYhWavlurUFMWZWaFOS0aYkoSQnpU2Y5n+nZEp8HCnRT8lomnlSmcZcSiwEQNRZf57sXJDh51Co3VeYu9cFICbwME/+nYfG2AxDU3OMTC0wMbPA3MoaKxtbajVtT/lKVbAxM8QwOZa4J/dxLeqIm3MR3itsIyPGQgghRD4ixWwue8/WDEcLQ555VaRly5aZempGo7KdM73/lhU+znTbj2p2z3RbGpUGBmaubadKwNjMtR1UH5gHpF4Z+c8//9CsWTMURSEpKQkjYxMUtYbEZC1h4ZW5ffszoqJjiIiOJSo6hqiYGGJiYomOiaWSV2NM7RyIT0zhgmMEx9UPiY+PIz4ulrjYWOJjo0mIjSYxLgYnh0IYmBsRFZ+ENj5a90qKgBcvtQg1cmXH/dSv+WKuHuLRlu9161QGRhha2GJmUwhLu8LU/KAbVWp54WhlgoUqnpTIh3iUKEbZ4s6YGRtlLidCCCGEyDYpZoVeqVQqDP5/ju1/mRmBjZszHm7OmdtRgxLwZddMNX34xIsbwb25//gpDx4+4eGTpzx8/IyHjx/z+PFjPBvUw9D+PZ7GJnHhkRmRlnYkxUaipCSjJCeS+OwBic8e8CwY4lxqcyrRCUgd8X20+bvUTtQajKwLY1WoKPZFnHF2KUbD5q2oXa0KrvZmuNiZYWL45rcjEUKI/MbPz4+GDRvy9OlTbGxssr2f2NhYunfvzu7du4mKiuLp06dUrlyZoUOHMnTo0ByL912T3uezefNmRowYwa1btxg0aBBz5szRa4xZJcWseOcUtrOhsJ1N5hr3qA6/T0BRFCIiowi6fZdrt+5wMySU23fuUaJqfbTmhbkfGc/Jh8ZEWNiSFP0MtCkkPr3Po6f3eRR0mkDgfIwlv19KnTQRG3ScSL/fsSvqhrNrSUqXKUOVCp7Ur1GJSqVccuvQhRAiR/n4+FC5cuU0xY+XlxdhYWFYW1u/0b6XL1+Ov78/R44coVChQm+8v+xI7/gKuvQ+n759+/LZZ58xePBgLC0t9Rhd9kgxK0QmqFQqbKytqFHRihoVPdJv1LUqLJ5IUlISV2+GcOZyEJeu3SDoxi1CbgdTyqs60aZW3H4US+SzMBKehBH2JIywi0c59Q88v4ROZWSKe+fR7Ixyxr2INS7mWkrYG1OptKvc81AIke8ZGRlRpEiRN97PjRs38PDwoHz58jkQlXjuxc8nOjqa8PBwmjVrRtGiRbO938TERIyM9DO9Tq5kESKHGRoaUsG9JD3aN+eH0QPY+OuPnNq5nrWjOrJtUH3OT2rKyWVT+WXtVvqO/Q7vjr64Vq6HWSFnUKlREuOIMLBl+8UHzN5zjV4TZlHFvThGVvY4latNvY49Gf79Ag6cukhKilbfhyuEyAWKohCbmJyrr7jElHSXK4qSqRh9fX05cOAAc+fO1d0OMjg4GD8/P1QqFc+ePQNg2bJl2NjYsG3bNtzd3TEzM6NTp07ExMSwfPly3NzcsLW1ZdCgQbonS/n4+DBz5kwOHjyISqXCx8cn3RhCQkJo27YtFhYWWFlZ0blzZx48eABAREQEGo2GgIAAXU7t7OyoUaOGbvs1a9bg5OSU7r4/++yzdI8P4MCBA9SsWRNjY2OcnJwYM2YMycnJum19fHwYOHAgAwcOxMbGBnt7e8aPH//K3N64cYO2bdvi6OiIhYUFNWrUYM+ePWnahIeH07p1a0xNTSlevDirVq3Czc1NN3IcHByMSqXi7Nmzum2ePXuGSqXCz88PIM3n4+fnpxuJbdSoUZp2R44coUGDBpiamuLi4sKQIUOIiYnR7dfNzY1p06bh6+uLtbU1vXv3zvDYcpuMzAqRx1QqFSVdilCyS2vo0jrNuti4eA6ePMeJwDsUKlWa6+GxbD4ZzVNUJEc/5f7l49y/fJzDG5cw6yswMLeh2cj5+NSuTmUXG6q52mBrbqynIxNC5JS4pBQ8v96pl74vT2mGmdHry4O5c+dy7do1ypcvz5QpU4D/3Tf0RbGxsfz000+sXbuWqKgoOnToQIcOHbCxsWH79u3cvHmTjh07Uq9ePbp06cLGjRsZM2YMFy9eZOPGjemO+CmKQrt27TA3N+fAgQMkJyfTv39/unTpgp+fH9bW1lSuXBk/Pz+qVavG+fPnATh//jyRkZFYWVnh5+eHt7d3usc3Z84cgoKCXjq+u3fv0rJlS3x9ffnjjz+4evUqvXv3xsTEhEmTJum2X758OT179uT48eOcOnWKPn364OrqmmHRFx0dTcuWLZk2bRomJiYsX76c1q1bExgYSLFiqbfC9PX1JTQ0lH379mFkZMTgwYMJDw9/7WeVES8vLwIDA3F3d2fDhg14eXlhZ2fHhQsXaNasGVOnTmXx4sU8fPiQgQMHMmrUKFasWKHbfsaMGUyYMIHx48dnO4acIMWsEPmImakJjetUJeHpfVrWK46hoSGzuqzi8bOF7PQ/yYGjpzh95gw3rlzgaWgQybGRnH9mxMX91wF4um8x2rvn8ahSi/cbN6J7++aUzexFdEIIkQXW1tYYGRlhZmb22mkFSUlJLFq0iJIlSwLQqVMnVqxYwYMHD7CwsMDT05OGDRuyf/9+unTpgp2dHWZmZq+csrBnzx7Onz/PrVu3cHFJvdZgxYoVlCtXjpMnT1KjRg18fHzw8/Nj+PDh+Pn50bhxY27evMmhQ4do2bIlfn5+fPnll1k6voULF+Li4sL8+fNRqVSULVuWe/fuMXr0aL7++mvdvYJdXFyYPXs2KpUKd3d3Lly4wOzZszMsZitVqkSlSpV076dNm8amTZvYunUrAwcO5Nq1a+zYsYNjx45Rq1YtABYvXoyHRwZT3zLByMgIB4fU+8vb2dnpjnPGjBl07dpVd6Fd6dKlmTNnDg0bNuS3337TPdijUaNGjBgxItv95xQpZoUoAOxtrOnaugldWzfRLYuKieXfQ6dItHHlXOgzTt1+ypG7V0i4d4OT925w8p/VfDtMhUXREpSrVofWLZoysMeHWJub6PFIhBCZYWqo4fKUZrm2f61WS1RkFJZWli89qME0F+60YmZmpitkARwdHXFzc8PCwiLNsqyMMl65cgUXFxddIQvg6emJjY0NV65c0RWzixcvRqvVcuDAARo3bkyxYsU4cOAAVatW5dq1axmOzL6q3zp16qS5hqFu3bpER0dz584d3Shq7dq107SpU6cOM2fOJCUlJd2nXcXExDB58mS2bdvGvXv3SE5OJi4ujpCQEF2/BgYGVK9eXbdN2bJl3+iOERkJCAjg+vXrrFq1SrdMURTdY5fLlSsHkCYWfZJiVogCytLcjA+bNQCgWy1XAC622cGarbvZtXcfV88cI/p+MNH3bnD83g1O7v2bpaG21HArRP0yhaha2ICaHsXkiUNC5EMqlSpTX/Vnl1arJdlIg5mRQZ78Dnjx9osqlSrdZVpt5q8DUBQl3Yti/7u8QYMGREVFcfr0afz9/Zk6dSouLi58++23VK5cGQcHhyyPbKbX7/O5sG9yke7IkSPZuXMnP/74I6VKlcLU1JROnTqRmJiY6T6ef5b/nZublJSUUfMMabVa+vbty+DBg9Msi46OTvNHibm5eZb3nRukmBXiLVK+tBvfDO/NN8NTv8YKunWHpRv+4d/dewlPUJOsVXH05mOO3HjE3YWfYmhsQrX67/N594/p3qYJhgZy71shROYZGRnpLtrKa56enoSEhBAaGqobnb18+TIRERG6AvX5vNnnUwI8PT0pWrQoZ86cYdu2ba8dlU3v+Dw9PdmwYUOaovbIkSNYWlri7Py/aV3Hjh1Ls92xY8coXbp0uqOyAP7+/vj6+tK+fXsgdQ7tf+cfe3h4kJyczKlTp6hZsyYAgYGBugvtIHVOL0BYWBhVqlQBSHMxWGZVrVqVS5cuUapUKd0yrVZLZGSk3u5Y8CoyJCPEW6x08ff4dkRfTu/8k9D9a9g/wofJbcpR3S6RlNhI4h/f4/Dm5fTs2Bxz+yJUb9mVhau3kpiU/PqdCyHeeW5ubhw/fpzg4GAePXqUpZHVN9WkSRMqVqxIt27dOH36NCdOnKBHjx54e3un+frbx8eHlStX4u3tjUqlwtbWFk9PT9atW5fhXRKeS+/4+vfvT2hoKIMGDeLq1ats2bKFiRMnMmzYsDSj3KGhoQwbNozAwEDWrFnDvHnzGDJkSIZ9lSpVio0bN3L27FnOnTtH165d0+TT3d2d5s2b07t3b44fP05AQAC9evXC1NRU18bU1JTatWvz/fffc/nyZQ4ePJiti7NGjx7N0aNHGTBgAGfPniUoKIitW7cyatSoLO8rL8jIbG47+TsGB6azZ9N9vh2UxNdNC/GBpyWgIuhRIp+vvUdhCwM2fu4KKhWo1EzecZ+DN2MY3MCBtpVsQaXm7rMkeq66iaWJAX/1KQsqNajUzNl7l32Bz/D1KkqH6k6gUvMkJpk+yy+gUatZN7AWqDWgUrPycAgHrjykdfVitKnpBioN8ckKX68NQKPRMLV7PQwMjUCtwe/CHU4G3aemRzG8q5QBjQFa1CzZfgpDIyO6NPPCxNQMNEYE339CaPgznJ2KUqJ4MTAwBo0Rd8OfYmRqgb2DI2ojs9TlBiagMUo9VpGnVCoVxQuZU7yQOZ96uXG/ZzjzVmxkw4YNBJ08QFLkIwJ2rCFgxxqmLOzIoK+m0LayM+WKWsn9bYUQ6RoxYgSffvopnp6exMXFcevWrTzrW6VSsXnzZgYNGkSDBg1Qq9U0b96cefPmpWnXsGFDZs2alaZw9fb25uzZs68dmU3v+Nzc3Ni+fTsjR46kUqVK2NnZ0bNnz5eKxh49ehAXF0fNmjXRaDQMGjSIPn36ZNjX7Nmz+fzzz/Hy8qJQoUKMHj2ayMjING2WLl1Kr1698Pb2xtHRkWnTpjFhwoQ0bZYsWcLnn39O9erVcXd3Z/r06TRt2vSVx/miihUrcuDAAcaNG0f9+vVRFIWSJUvSpk2bLO0nr6iUzN5Q7i0RGRmJtbU1ERERWFlZ5X6Hh+bAnom0WBXDv9dTWNbWhE8rpw7Rnw5LodqvMRS1VHF32P+euNHpz1g2XElmQUsT+tdIbRv4KIWyC2KwMYGno/8Xd49Ncaw4n8T0JsaMrJt6S6Y7kVpcZkdjpIGE8f9r229bHL8EJDHJ25iJPqltn8Qp2E+PAiBpgiUG6tSiZcSueGYeTWSklxHT30+9YCghWcHkm9S2T0dbYmOS2nbi/nimHEzki+qGLPzgf38hGk6NJFkLd760wNkq9a/V2UcTmLA/ge6VTVnY0YH4ZDCxtKXd4tskK2p++awK7xUpBEbmnLgVyY5zYVQq7UK7xrXAyAKMLTl25S5GZpZ4lKuAqY0DmFinvtRvx1fkSUlJbN++nZYtW740pyy3RMfGsXDlJlauXcflo/so1HEiJu+lfk3nmBTGe3G3mDy8D+VLuuZJPBnRR24KAslLxgpKbuLj47l16xbFixfHxCT3L9J8/pWxlZWVzJt/QU7kJi+fHObm5pYnj/jNjXPmVed9Vuo1GZnNbZW7keTagNaaFfRxdqF6BU9wdgRFofizCNZXO4mJsRE0qgsooGgZWv4sHe89oHoFd3BzBhSKREayzPUQRgYaaN0QFAUUhZ4lz9Ig+C41K5SCMq6gaLGJiWGBqR8aNdCuEShaUFJoZ3cWlxq3qF+pJFQuCdoUjGNjGX57O8nJKWh8WgBa0CZTPfEcPcyuU62aK1QrCdpkiE+gVbVdJCenYOJRFzRaSEnENjCIMo4hODkVgsJOkJKANjEBlSr1L0pjYxMgdQJ7TFLqS5uSjCruKaYAT56y63Ik8cmQfPsYRKT+kBw5lsCknQl8VN6Adtp/dClt92MUD2IUzvUzp6JjagG7+kISo/cm8oGnFT939wBTWzC15YcdN0lRm/BpG2+c3UqDeWFi1eYkGlhh7VQCldH/iu93mYWZKaP6dGVUn65Ex8Vz6MZTtp67x54r4VzeuYETZ/9l48/f41a1PoMGDGBw9w4YyPxaIYQQ+YAUs7nNojAY2+Bc0eelkQFbZ+hYruFLm9QrVvulZdbAp5VavbTcu0xTXvySxALoX7PbS22bV+1B8xeWmQM/Nnl5DsxHTeCjF5YZA393eakpQz+FoS8sUwOJI1L/ktN9RZ2SyKDHD/j4fhjmxmqSrM047LeberWqsdxuF9GRkTi8Xx00yZAUS3nLc/Q1OE2NkvZQqTgkREFCFEXt9qMxSMDW3gEM4yAplvAYLXciUoiIioIHF3VxzFofRXiMQkuj4zgXSS2+1p9L5NPN8TQvpWHH50XB0hEsHJm2MwytoQWftW+CS+lyYP0eKRZOqK2cUGnenR8VC1MTmpd3onl5JyLjk/jK4CprnoXwNPgywQEHGP75AcaPeo9WH/nyw5hBFHd20HfIQggh3mHvzr/QQi/SfBVhYIy1YzGsHVPvwZeUlESE2XUUl9p0Hlz/pW2b1IEmw1/e5+lPX1iQnEj3e8HUD7qCuUEyONtA3FOIfUKv62sJC3/Ee7UqgiYaYh7xVAkC4rE3VUNCROrr0TV+2hrFw1iFtmYBuJz7/xHfc4n0/SeejhWtWdG/Nti6ga0bftdjsX2vNGWrN8DYvthbOwfYysSQBZO+ZMGkL9l28CRTps8hYPdm4h7d4a/509i8agmjFv9L7wYlcLXPH7doEUIIfXv+SNi8kN4T1941UsyKgs/ACPtiZbAvVualVd/Uenmy/ZAvoG9cHAkR4aBJgKgwlKj7DAhdxp17YRSr5QnaxxB5l7tRN4lLAoOUWAg5mvoCuvyYOuJ7pq85lV0swa4kAZG27LmRhJeXF/WbtoZCZcDo7SnwWjWoQasGq3jw+Cljpy/kzz8WoylZm5XHQ1h9IoRmng74OMTTpdnLf5gIIYQQuUWKWfFOMjE1xcT0/y9mKlwGFTBx8ctzKL7sF0vna2dRx4SDZTI8u03Swxu4Oa4h5UEUxW0NICkWHlxgp38C4/Yl0P34PuoHzwRUYOtGv79jKObqRr+e3bErUwfsShToi9Uc7W1Z/MM4fvvuK/yv3mfJsTscuPaQDZu38vPGaQzxqMG4sWMZ2K2t3AVBCCFErtN7Mbtw4UJmzJhBWFgY5cqVY86cOdSvn/HIzqpVq5g+fTpBQUFYW1vTvHlzfvzxR+zt7fMwavGuMDY1o0QlrzTLDIHjHRamvklJgqe34XEQ5Uw20jX5IA1LGoFZLMQ+Iur+TX7ZGwVcp1+h42CqAkNzttwvwpH7RrRs3gzvNt3AvhQUsCuK1Wo13p5F8fYsytX7kfQcuoOHKjUPrpxkcPf2TJ5YnmnTptLv43b6DlUIIcRbTK//eq5bt46hQ4cybtw4zpw5Q/369WnRooXuOcQvOnToED169KBnz55cunSJv/76i5MnT9KrV688jlyI/6cxhEKlwL0Fbcf8xqoDgXy25AKMugEjb6B8tJbpA9rTv0V57EpVB0MzSIphk/9Fpq8/zt4/vocFNeD7YiQtacOPX7Tk8F8LUCfF6PvIsqRsESsOr53PsTMXqd7iI1QaQx7fvMgXXdtTtFwt1v6zX98hCiGEeEvpdWR21qxZ9OzZU1eMzpkzh507d7Jo0SK+++67l9ofO3YMNzc33bOCixcvTt++fZk+fXqexi1EppgXwqpSS0bOb/m/ZdoUeHSNNpa/Yuq8n+YVjcAgBBKjuHB8HyN/jcFm2Q4ejbJC/XAhuNXllmEZHKu0wMy+qP6OJZNqVfLg5PY1nAm8Ra8vx3J653rCLp+gx2ef4zfzL8a29KSYvZm+wxRCCPEW0Vsxm5iYSEBAAGPGjEmzvGnTphw5ciTdbby8vBg3bhzbt2+nRYsWhIeHs379ej744IMM+0lISCAhIUH3/vnTNJKSkkhKSsqBI3m95/3kVX8FxTubF9tStB48ndapf5ORpE2G8Cto926g3dmVWKREoFEp8OACPLjAp0tjOH43hbW9y9GmfQcU1/ooxWqnPk0tnypf4j2ObfmDQ2fGMGDkeB47VOXfSw/YF/iQT2s60aOGE0UK2WV5v+/sOfMakpeMFZTcJCUloSgKWq02Tx4J+/x5Sc/7FP8juUlfbuRFq9WiKApJSUloNGmvJcnKz6zengB27949nJ2dOXz4MF5e/5uT+O2337J8+XICAwPT3W79+vV89tlnxMfHk5ycTJs2bVi/fn2GT3aZNGkSkydPfmn56tWrMTOTESKRP5kkPsEuJgjbyMs0nbydW0+SuD7IgpJ2qTODdt6Cn84Y0bBeTSo07ES8UdYLw7x0LxY2Bau5FqEm4vgGok9uokWnT/i0dUN5+IIQgIGBAUWKFMHFxQUjIyN9h/NGDh06ROvWrQkODsba2jrb+4mNjaVfv374+fkRFRVFcHAw9evX54svvuCLL77IwYgz1qpVKypUqJDut8UFVXqfzz///MOECRO4ffs2ffr0ybPjTUxMJDQ0lPv375OcnJxmXWxsLF27di0YTwB78WpnRVEyvAL68uXLDB48mK+//ppmzZoRFhbGyJEj6devH4sXL053m6+++ophw4bp3kdGRuLi4kLTpk3z5nG2pP51sXv3bt5///18/TjFvCZ5Sd/zvJT7YDyGhoZc7adw49xRiqlC0IYcQnXTjy2Xb7H9QiTFjHYzwuEQikN5tKWbcsWwPGXqtEKVDy8m66ko7Lr0gI9XDiM55hl/L5/P4QP7+OXnn2nb6OUHhaRHzpn0SV4yVlByEx8fT2hoKBYWFnnyOFtFUYiKisLS0vKN7jrSqFEjKlWqxOzZs3XLmjRpwt27d3F0dHyjfa9atYpjx45x6NAhChUqhKOjI2q1GhMTk1z99/u/uTEwMMDIyOiN+lu2bBnDhg3jyZMnORhl9qX3+QwbNgxfX18GDRqEpaUllpaWL22XU+fMf8XHx2NqakqDBg3SfZxtZumtmC1UqBAajYb79++nWR4eHo6jo2O623z33XfUrVuXkSNHAlCxYkXMzc2pX78+06ZNw8nJ6aVtjI2NMTY2fmm5oaFhnv9i00efBYHkJX3/zYtHjf9/zlv17qAo9K28HodVv9LE4RkQhCr8IqHXzlNhbjSeRUw4vXg4xpU7gVOlfPVAh1ZVXLgbeJZPR0xh65K5PAm+zIctG9Low8/Z+NtsrC0zd19eOWfSJ3nJWH7PTUpKCiqVCrVanWPPvX+V518TP+/zTby4DxMTE4oWffM5/rdu3cLDw4OKFSu+sr+c9t/c5ER/z7fNi881M178fKKjowkPD6d58+a89957GW73unMmMTExy98qqNVqVCpVuj+fWfl51VtmjYyMqFatGrt3706zfPfu3WmmHfxXbGzsSwl8PsdCT7MlhMh7KhWVmnzIpKW7qffDSRh5Hdr/wgWjahhpwMEkCeMT8+BXb/ipMhsndiHo+C59R61jZW7KpkXfceLMeYpXbwjaFPat+w2n4u78sXmnvsMTIn9QFEiMyd1XUmz6yzP576mvry8HDhxg7ty5qFQqVCoVwcHB+Pn5oVKpePbsGZA6MmljY8O2bdtwd3fHzMyMTp06ERMTw/Lly3Fzc8PW1pZBgwaRkpICgI+PDzNnzuTgwYOoVCp8fHzSjSEkJIS2bdtiYWGBlZUVnTt35sGDBwBERESg0WgICAj4/5Qq2NnZUaNGDd32a9asSXcg7L+Sk5MZOHAgNjY22NvbM378+DQ1x9OnT+nRowe2traYmZnRokULgoKCgNQngX322WdERETocjRp0qR0+7lx4wZt27bF0dERCwsLatSowZ49e9K0CQ8Pp3Xr1piamlK8eHFWrVqFm5sbc+bMAVKfBqZSqTh79qxum2fPnqFSqXRPJfvv5+Pn56cbhW3UqFGadkeOHKFBgwaYmpri4uLCkCFDiIn535123NzcmDZtGr6+vlhbW9O7d+9X5jE36XWawbBhw+jevTvVq1enTp06/Prrr4SEhNCvXz8gdYrA3bt3+eOPPwBo3bo1vXv3ZtGiRbppBkOHDqVmzZo58legEAWSeSGo9BGtK31E+Ii7PDixEWJPwrVdJDy8xWc/nidyyp8c/6o6Ndv3hXIdwEz/c2yreZbi5sl9TJi7hB++Hk3csweM3XadMBNXhjQujYmhzKUV77CkWPg29/5dUwM2Ga0cey9TTy+cO3cu165do3z58kyZMgWAwoULp/t41djYWH766SfWrl1LVFQUHTp0oEOHDtjY2LB9+3Zu3rxJx44dqVevHl26dGHjxo2MGTOGixcvsnHjxnRH/BRFoV27dpibm3PgwAGSk5Pp378/Xbp0wc/PD2traypXroyfnx/VqlXj/PnzAJw/f57IyEisrKzw8/PD29v7lce5fPlyevbsyfHjxzl16hR9+vTB1dVVV7z5+voSFBTE1q1bsbKyYvTo0bRs2ZLLly/j5eXFnDlz+Prrr3XXAllYWKTbT3R0NC1btmTatGmYmJiwfPlyWrduTWBgIMWKFdP1FRoayr59+zAyMmLw4MGEh4e/9rPKiJeXF4GBgbi7u7Nhwwa8vLyws7PjwoULNGvWjKlTp7J48WIePnzIwIEDGTVqFCtWrNBtP2PGDCZMmMD48eOzHUNO0Gsx26VLFx4/fsyUKVMICwujfPnybN++HVfX1CczhYWFpbnnrK+vL1FRUcyfP5/hw4djY2NDo0aN+OGHH/R1CELkK9YOzli3GpT6JjGGx4fW4PX3BAJDwqluGAj/DId/v2JHbEWMPJrRqNtwVBr9Fo1Th3xOz85tGPrTn5xVXFnkd4Pdlx8wofF7eFcqqdfYhBAZs7a2xsjICDMzM4oUKfLKtklJSSxatIiSJVN/pjt16sSKFSt48OABFhYWeHp60rBhQ/bv30+XLl2ws7PDzMwMIyOjDPe9Z88ezp8/z61bt3BxcQFgxYoVlCtXjpMnT1KjRg18fHzw8/Nj+PDh+Pn50bhxY27evMmhQ4do2bIlfn5+fPnll6+M3cXFhdmzZ6NSqXB3d+fChQvMnj2b3r1764rY/17MvmrVKlxcXNi8eTMffvgh1tbWqFSq1+aoUqVKVKpUSfd+2rRpbNq0ia1btzJw4ECuXbvGjh07OHbsGLVq1QJg8eLFeHh4vHK/r2JkZISDgwMAdnZ2uhhnzJhB165dGTp0KAClS5dmzpw5NGzYkN9++013AX2jRo0YMWJEtvvPKXq/AKx///70798/3XXLli17admgQYMYNGhQLkclxFvAyJyijXqx41wv4h+FoA76G86uRrl/gVFL/LgYvo/fdsyn16BRUKUbmNrqLVQ3p0Js/q4/uy7dZ9zmi1w6d4aGo5vRzncAfy76AQMDvf+qEiJvGZqljpDmEq1WS2RUFFaWli/PfzTM+Tv9mJmZ6QpZAEdHR9zc3NKMUjo6OmZplPHKlSu4uLjoClkAT09PbGxsuHLliq6YXbx4MVqtlgMHDtC4cWOKFSvGgQMHqFq1KteuXXvtyGzt2rXTXPBUp04dZs6cSUpKCleuXMHAwEBXXALY29vj7u7OlStXMn0sADExMUyePJlt27Zx7949kpOTiYuL0w3qPe+revXqum3Kli2LjY1NlvrJjICAAK5fv86qVat0y57fkuvWrVuUK1cOIE0s+iT/QgjxDjApVAwKDYA6A0i4dZJ6p3rzyP8CnVyfwa5xsG8al20aovXsSPlGnfQWZ9NyRahZ3A6fziu4n5zApt9n4Xb0EH7bNlLKzVlvcQmR51SqTH3Vn21aLRimpPaRBxcmvXgxz/OLfl5clpX7l2Z096P/Lm/QoAFRUVGcPn0af39/pk6diouLC99++y2VK1fGwcHhjUY2M7pe51V3ZsrIyJEj2blzJz/++COlSpXC1NSUTp06kZiYmKavV+33+R8m/40rO/dY1mq19O3bV/eQqufLoqOj0/xRYm6ei+doFuSPS+uEEHnGpHgNFv1zlpB7j7DpNBccy0NyHOMXrKdC4w+Z0cUDgvZk+iKQnGZjZsTprUvpPf5HVIbG3L10As+Klfj9r3/0Eo8QImNGRka6i7bymqenJyEhIYSGhuqWXb58mYiICF2B+nze7Pz581GpVHh6elK/fn3OnDnDtm3bXjsqC6lPH33xfenSpdFoNHh6epKcnMzx48d16x8/fsy1a9d0MWQ2R/7+/vj6+tK+fXsqVKhAkSJF0sw/9vDwIDk5mVOnTumWBQYG6i60g9Q5y5A6TfO5/14MlllVq1bl0qVLlCpVKs2rRIkS+fI+yFLMCvGOMrSwheqfQb9DaH13YGTngqEGWhUKhVUd4ed6xB5fQUpiwut3lsPUajW/Th3Oxn8PYObgSlLUY3p3aUPngWPRauXOJULkF25ubhw/fpzg4GAePXqUp0/MatKkCRUrVqRbt26cPn2aEydO0KNHD7y9vdN8/e3j48PKlSvx9vZGpVJha2uLp6cn69aty/AuCf8VGhrKsGHDCAwMZM2aNcybN48hQ4YAqXNJ27ZtS+/evTl06BDnzp3jk08+wdnZmbZt2wKpOYqOjmbv3r08evSI2NjYdPspVaoUGzdu5OzZs5w7d46uXbumyae7uzvNmzend+/eHD9+nICAAHr16oWpqamujampKbVr1+b777/n8uXLHDx4MFsXZ40ePZqjR48yYMAAzp49q5sbPGrUqCzvKy9IMSvEu06lQu3mxdrDN7l37RwerQeDoTk8uMg3I3pR1tmKrT8OgOS8L2rbNarF9ctnKVO3JShaNv/6I9+tP0RCkn5GgoQQaY0YMUI3Qlm4cOE0F23nNpVKxebNm7G1taVBgwY0adKEEiVKsG7dujTtGjZsSEpKSprC1dvbm5SUlEyNzPbo0YO4uDhq1qzJgAEDGDRoEH369NGtX7p0KdWqVaNVq1bUqVMHRVHYvn27bhqFl5cX/fr1o0uXLhQuXJjp06en28/s2bOxtbXFy8uL1q1b06xZM6pWrZqmzdKlS3FxccHb25sOHTrQp08f3QVczy1ZsoSkpCSqV6/OkCFDmDZt2muP8UUVK1bkwIEDBAUFUb9+fapUqcLEiRMzfA6Avuntcbb6EhkZibW1daYej5ZTkpKS2L59Oy1btszXN+3Oa5KX9OWLvMQ+IeXYb7h3Hs+Nx8ls6mJKu5rFwXskVO4GmryNS6vV0uur7/nr753YtR5BNVc7fu1RnUIWLz8Q5V2UL86ZfKqg5CY+Pp5bt25RvHjxPHkCmFar1d2eKr/czD+/KGi5cXNzY+jQobo7D+SW3MjLq877rNRr+f9TEkLkPTM7NI1Gc+56GL+P60GbasUg8g78PYR/B7iz+rtBaJOzflFBdqnVapb8MJa/N6zFzEDF6ZBntJmzny17D+dZDEIIIfInKWaFEBkytylEz2nLUQ89C82/J8W0EF9uuE23sfOZ91FJuLw1Ty8Uq1uqEF9WSMHF1oRza76nfbOGTJ67OM/6F0IIkf9IMSuEeD1DE6j9Bcn9T/JJ+2aUsDPAt9Qz+LM7LGuF9u6ZPAvF0RRW+VbG2iAFJSWJSUN78+nIrM8JE0KIt0FwcHCuTzHI76SYFUJkmrGlHeN+3c61kAdYNx0FBiZw+xA9WtSiT9NyhN+8mCdxONlZcePEPiq9/yGg8MePE2jRY2CeXkkthBAif5BiVgiRZRpzO2g0Hgae4prd+6y6kMTvuy9zb1Yj8J+VJ3c+MDU25PS/a2neI/WJgP+uWECdVl1JTk7O9b6FEELkH1LMCiGyz8aFMoPXc2j9L3zfoQSVCyXA3smwqC5Pzm7P9e7VajU7lv9Et+FTARUndqyjetOOci9aIYR4h0gxK4R4Y3U79mHUX0HQ/hcwd+BhSCDudVvR631PosNz/76TK38cz5BvF6I2Nue+Y21GbThPihS0QgjxTpBiVgiRM9RqqPQRDDzJ9qQ6PIpVOHkhEOPFPnBuXa7f9WDOV/1YvusE5sUrsT7gDoPXniExWebQCiHE206KWSFEzjK14dM5u/Bf/zNLPvXAMOExbOqD8kc7Hl4/m6tdf9LAkwVdq2KoUbFp33EqN+1EXHzeP7lMCCFE3pFiVgiRK+p17Eu1b06nXiimMWbl5l2UrlCV1d8NytVR2ubli7Dgowo8/GsiV/ZvorJPK5KS8u4BD0KI3OHj45PmFlSxsbF07NgRKysrVCoVz549w83NjTlz5ugtxreBn5+fLp/Pbd68mTJlymBvb8+XX36pv+AyIMWsECL3GBhBg5Eo/Q6zKsiMiHiFm7t/gz97QMzjXOu2aQUXvv5+NmgMuHZ8D16tPuYde3K3EG+95cuX4+/vz5EjRwgLC8Pa2jrPY3ixwH4beHl5vZTPvn370rFjRy5evMiUKVP0GF36pJgVQuQ6VeHSbAu4y28jOjKmvhlc2QoLa5N06Z9c63PCF90Y/u1CUKk5tWsDzT/5Itf6EkLkvRs3buDh4UH58uUpUqQIKpVK3yG9FYyMjNLkMzo6mvDwcJo2bYqTkxOWlpbZ2m9iYmJOhpmGFLNCiDxhYGxCrxnrMei7Fwq5o0Q/oHXbtvRvWYm4yKe50uePo3rTfUTq08F2rf6FT4ZOyJV+hMgtMTExGb7i4+Mz3TYuLi5TbbPKx8eHQYMGMXToUGxtbXF0dOTXX38lJiaGzz77DEtLS0qWLMmOHTvSbHfgwAFq1qyJsbExTk5OjBkzJs09omNiYujRowcWFhY4OTkxc+bMl/qdOXMmBw8eRKVS4ePjk258ISEhtG3bFgsLC6ysrOjcuTMPHjwAICIiAo1GQ0BAAACKomBnZ0etWrV0269ZswYnJ6d09+3r68uBAweYO3cuKpUKlUpFcHBwpo7Px8eHgQMHMnDgQGxsbLC3t2f8+PGv/Abpxo0btG3bFkdHRywsLKhRowZ79uxJ0yY8PJzWrVtjampK8eLFWbVqVZqpF8HBwahUKs6ePavb5tmzZ6hUKvz8/IC00wz8/Px0xWuTJk2wtbXVtTty5AgNGjTA1NQUFxcXBg8enOYccnNzY9q0afj6+mJtbU3v3r0zPLY3JcWsECJvFa0CfQ9w2LItO2+ksHT3eW7MaASPb+RKd39M/4rmnw0DYNXcaYybvSRX+hEiN1hYWGT46tixY5q2Dg4OGbZt0aJFmrYlSpTgvffew8rKKk277Fi+fDmFChXixIkTDBo0iC+++IIPP/wQLy8vTp8+TbNmzejevTuxsbEA3L17l5YtW1KjRg3OnTvHokWLWLx4MdOm/e+x1CNHjmT//v1s2rSJXbt24efnpys6ATZu3Ejv3r2pU6cOYWFhbNy48aW4FEWhXbt2PHnyhAMHDrB7925u3LhBly5dALC2tqZy5cq64uz8+fO6/0ZGRgKphZ23t3e6xz137lzq1KlD7969CQsLIywsDBcXl0wd3/O8GRgYcPz4cX766Sdmz57N77//nmGeo6OjadmyJXv27OHMmTM0a9aM1q1bExLyv9sf+vr6EhwczL59+1i/fj0LFy4kPDw8w32+jpeXF4GBgQD89ddfXL16FS8vLy5cuECzZs3o0KED58+fZ926dRw6dIiBAwem2X7GjBmUL1+egIAAJkzIxcEE5R0TERGhAEpERESe9ZmYmKhs3rxZSUxMzLM+CwLJS/repbzsWvaD8keXwooy0UpRvnFWlIsbX9k+u7lJSUlRarbuoRi/56kUH7ZOOXL90ZuEne+8S+dMVhWU3MTFxSmXL19W4uLi0iwHMny1bNkyTVszM7MM23p7e6dpW6hQoXTbZZW3t7dSr1493fvk5GTF3Nxc6d69u25ZWFiYAihHjx5VFEVRxo4dq7i7uytarVbXZsGCBYqFhYWSkpKiREVFKUZGRsratWt16x8/fqyYmpoqQ4YM0S0bMmTIS8fl6uqqzJ49W1EURdm1a5ei0WiUkJAQ3fpLly4pgHLixAlFURRl2LBhSqtWrRRFUZQ5c+YonTp1UqpWraqsW7dOSUlJUcqUKaMsWrTolcf/35gyc3zPt/Pw8EjTZvTo0YqHh0eGfaXH09NTmTdvnqIoihIYGKgAyrFjx3Trr1y5ogC6nNy6dUsBlDNnzujaPH36VAGU/fv3K4qiKPv371cA5enTp2nW7927V3n69KmSkpKidO/eXenTp0+aWPz9/RW1Wq07h11dXZV27dq9Mv6MzntFyVq9JiOzQgi9ef/TUXT/9SwU84LEKG792oPBbaoSF/UsR/tRq9Uc2riET6f8jtbQnP6rAgh9EpujfQiRG6KjozN8bdiwIU3b8PDwDNu++DX/zZs3uXPnDpGRkWnaZUfFihV1/6/RaLC3t6dChQq6ZY6Ojrr4AK5cuUKdOnXSzHGtW7cu0dHR3Llzhxs3bpCYmEidOnV06+3s7HB3d89SXFeuXMHFxQUXFxfdMk9PT2xsbLhy5QqQ+nW/v78/Wq2WAwcO4OPjg7e3N4cPH+b+/ftcu3Ytw5HZV/X7quN7rnbt2mna1KlTh6CgIFJSUtLdb0xMDKNGjdIdg4WFBVevXtWNzF65cgUDAwOqV6+u26Zs2bLY2NhkKf7MCAgIYNmyZWlG9Zs1a4ZWq+XWrVu6dv+NJTcZ5EkvQgiREaui8OnfKPum0vXzbzh25wwxzcuyeNtxsHXNsW4MDTTM/aQmH/58lAt3I/hg8Lf8M2MwLk4OOdaHEDnN3Nw819qmpKRgbm6OWv1m41qGhoZp3qtUqjTLnhdsWm3qQ0wURXnpYi3l/+eKqlSqHLvzSHr9vLi8QYMGREVFcfr0afz9/Zk6dSrOzs5888037N+/HwcHBzw8PN643/8eX3aNHDmSnTt38uOPP1KqVClMTU3p1KmT7sKqzPTx/LP+b46zc+tCrVZL3759GTx48EvrihUrpvv/rJyTb0JGZoUQ+qcxQPX+ZKZOnUbZwgZ8XSMGfmsIwYdytBsTQw2/9qhG0qn1XFj1DXWatCIhIfeusBVCvMzT05MjR46kKaiOHDmCpaUlzs7OlCpVCkNDQ44dO6Zb//TpU65du5blfkJCQggNDdUtu3z5MhEREboC9fm82fnz56NSqfD09KR+/fqcP3+ef/7557WjskZGRi+NpL7u+J777/E9f1+6dGk0Gk26ffn7++Pr60v79u2pUKECRYoU0V1wBuDh4UFycjKnTp3SLQsMDExzv9jChQsDEBYWplv234vBMqtq1apcunSJUqVKvfQyMjLK8v7elBSzQoh8o4nvGC5evY6rR1WIfQx/tOXKX9/k6D1inaxNmTmiJypDE+5ePkmjTr45tm8hxOv179+f0NBQBg0axNWrV9myZQsTJ05k2LBhqNVqLCws6NmzJyNHjmTv3r1cvHgRX1/fLI8gN2nShIoVK9KtWzdOnz7NiRMn6NGjB97e3mm+/vbx8WHlypV4e3ujUqmwtbXF3d2dP//8M8O7JDzn5ubG8ePHCQ4O5tGjR2i12tce33OhoaEMGzaMwMBA1qxZw7x58xgyZEiGfZUqVYqNGzdy9uxZzp07R9euXXWj3QDu7u40b96c3r17c/z4cQICAujVqxempqa6NqamptSuXZvvv/+ey5cvc/DgQcaPH5+lvAKMHj2ao0ePMmDAAM6ePUtQUBBbt25l0KBBWd5XTpBiVgiRr2jsXOGzHVC+IwF3Eqjy8Xg+b1qBxLis3zYoIx81r8eI7+YDKo5sW8PgiTNybN9CiFdzdnZm+/btnDhxgkqVKtGvXz969uyZpqiaMWMGDRo0oE2bNjRp0oR69epRrVq1LPWjUqnYvHkztra2NGjQgCZNmlCiRAnWrVuXpl3Dhg1JSUlJU7jWrVuXlJSU147MjhgxAo1Gg6enJ4ULFyYkJCRTxwfQo0cP4uLiqFmzJgMGDGDQoEH06dMnw75mz56Nra0tXl5etG7dmmbNmlG1atU0bZYuXYqLiwve3t506NCBPn364OCQdirVkiVLSEpKonr16gwZMuSluyxkRsWKFTlw4ABBQUHUr1+fKlWqMGHChAxvY5brXnuJ2FtG7maQf0he0id5+X9arbJkdGdFrUL5oLSBkrzkAyXx2f0czU2THkMVQFFpDJW//j2QI/vUBzlnMlZQcvOqq7pzQ0pKiu7KdJFWXuQmvbsg5Jb/3uHhTeRGXuRuBkKIt5tKxWffr2PP0m9Z83EhNLf9MVjWDPP4sNdvm0n//D4D50r1UFKS6N71I26HPcyxfQshhMgbUswKIfK1hp9+hWX/PWDjiurpLc4tH43/ht9yZN9GhgYc/mcDxrZFiH8SRu9vf8/R+blCCCFyn9yaSwiR/zmWg157+XdcI0bsuIjRrgFcsDGkTPM3fzyiq7MDi/9YzYgV/lwzr8hfAXfoXN3l9RsKIUQ2PX/qWF747x0P3lYyMiuEKBgsCuM1YScfVLBnQA0jSh8bCQHLcmTX3Vo1ZMIXXQGYtPUSNx9m7+bxQggh8p4Us0KIAsPUujA9Jy5k+vDPUKHA30NI3jMN5T+3p8mufg1K4lXSnojwu9Rv3o5HT569ecBCCCFynRSzQogCRW1gjNLmJ2gwEkVR6D1yCr2bVSAl6c0efqBWq5j5YSWebP6Ge6f30qzLZzkUsRBCiNwkxawQouBRqaDReE6VGMwf55JYuvcyx6d3hJTkN9qtk40p38yYDSo1p/dsZuq8JTkUsBBCiNwixawQosCq8ek0/pw1imXtzfFKOgjrfSH5zUZoh3Vvi1eHzwGYPHooF6/dzIFIhRBC5BYpZoUQBVrHoT/Q/du/QGMEV/4mcmkX4iKfvtE+ty/7Ccv3ypASF0XLzj3SPDJSCCFE/qL3YnbhwoUUL14cExMTqlWrhr+//yvbJyQkMG7cOFxdXTE2NqZkyZIsWSJfBQrxTnNvAR+vJUZrwgfT/uaD2mWIfvIg27uztjBl1coVoDEg9NxhRn0/PweDFUJkh4+PD0OHDtW9j42NpWPHjlhZWaFSqXj27Blubm7MmTNHbzG9Dfz8/HT5fG7z5s2UKVMGe3t7vvzyS/0FlwG9FrPr1q1j6NChjBs3jjNnzlC/fn1atGhBSEhIhtt07tyZvXv3snjxYgIDA1mzZg1ly5bNw6iFEPlSqcZcq/Ud5x5oOX3zEcHzO0J8ZLZ319q7Ji26DwLg199+JyLuzaYvCCFy1vLly/H39+fIkSOEhYVhbW2t75CyZdmyZdjY2Og7DB0vL6+X8tm3b186duzIxYsXmTJlih6jS59eH5owa9YsevbsSa9evQCYM2cOO3fuZNGiRXz33Xcvtf/33385cOAAN2/exM7ODgA3N7e8DFkIkY9V+eBzdv8J2h1fUV57AVZ1gk82grFFtvb358LvqPoshYSSDZmxM5Bp7SrkcMRCiOy6ceMGHh4elC9fXt+hvFWMjIwoUqSI7n10dDTh4eE0bdoUJycnLC0ts7XfxMREjIyMcirMNPQ2MpuYmEhAQABNmzZNs7xp06YcOXIk3W22bt1K9erVmT59Os7OzpQpU4YRI0YQFxeXYT8JCQlERkameQEkJSXl6UsffRaEl+RF8pLTuanaojvVv9qGYmINoccJXdCWiEf3s9WXsYGaJT+MRWVgyMpjIRy7Hq7345dz5u3NjaIoaLXaNK+oqCiioqJISUnRLYuPjycqKoq4uLh02yYnJ+uWJSQkEBUVRWxsbJq20dHRxMTEpNlvQkLCS/2/7uXj48PAgQMZMmQItra2ODo68vPPPxMVFYWvry+WlpaULFmSf/75J812+/fvp2bNmhgbG+Pk5MTo0aNJTExMcyzdu3fHwsICJycnfvzxRwBdjnx8fJg5cyYHDx5EpVLh4+Ojm9v+3zwGBwfTpk0bLCwssLKy4sMPPyQsLAytVsvTp0/RaDScPHkSrVZLSkoKdnZ21KpVS7efVatW4eTklOHxPz+3BgwYgI2NDfb29owbNy5NXh8/fkz37t2xtbXFzMyM5s2bExgYiFarZd++fXz22WdERESgUqlQqVRMnDgx3b6CgoJo06YNjo6OWFhYUKNGDXbt2pWmzf3792nVqhWmpqYUL16cFStW4ObmxuzZs9Fqtdy8eROVSsXp06d12zx58gSVSsW+fft0MalUKp48ecK+fft0xWuTJk2wtbVl//79aLVaDh06RIMGDTA1NcXFxYVBgwYRFRWl26+bmxtTp07l008/xdraml69eqV7XIqivPJnNzP0NjL76NEjUlJScHR0TLPc0dGR+/fvp7vNzZs3OXToECYmJmzatIlHjx7Rv39/njx5kuG82e+++47Jkye/tHzXrl2YmZm9+YFkwe7du/O0v4JC8pI+yUvGMpMbm2JDcTr5Lc3m7sftFw8GTlmAgYl5tvqrVVjNsftaPho0nqmfNMTKIm9/d2SWnDMZy++5MTAwoEiRIkRHR5OY+L8pLba2tgAEBQVRqFAhAH788Ue++eYbevTowdy5c3VtnZ2diY2N5dy5cxQrVgyARYsWMXbsWDp16sRvv/2ma1uqVCkeP37MkSNH8PDwAFK/tv/000+zFHdycjJ//PEHgwcPZs+ePWzatIkBAwawYcMGWrVqxaBBg1i4cCE9evTgwoULmJmZce/ePVq1asXHH3/M/PnzCQoKYsiQIahUKsaMGQPA8OHD2bdvHytWrMDBwYGpU6cSEBCAh4cHkZGRLF26lMmTJ3P58mVWrFiBkZERkZGRumI/MjISRVFo27YtZmZmbNu2jeTkZEaMGMGHH37Itm3bUKlUVKhQgZ07d1K6dGkuXLiAoiicP39eN/C1e/du6tSpo3uf0fF/8skn7N69mzNnzvDll1/i4OCgy2X37t25efMmq1atwtLSksmTJ9OyZUuOHTtG+fLl+e677/j22285efIkAObm5un2d//+fRo2bMjo0aMxMTFhzZo1tG3blhMnTuDi4qLr6+7du2zZsgUjIyNGjx5NeHi4LifR0alPN4yJidH1ERUVBaTOQY6MjCQ2Nla3vHz58pw8eZIaNWrwxx9/ULNmTWxtbTl69CgtWrRg7NixzJ49m0ePHjFq1Cj69evHggULANBqtcyYMYORI0eyf/9+gJeOKzExkbi4OA4ePEhyctpbKz6PIzP0Os0AQKVSpXmvKMpLy57TarWoVCpWrVqlm8sxa9YsOnXqxIIFCzA1NX1pm6+++ophw4bp3kdGRuLi4kLTpk2xsrLKwSPJWFJSErt37+b999/H0NAwT/osCCQv6ZO8ZCyruTlmZMrDhQMwfBRJ7Ydrcei1FjRZz6lXbBKl6zQl4sphfjOJZ++fi7MTfq6RcyZjBSU38fHxhIaGYmFhgYmJyUvrLS0tdf9mPV9vaGiY7r9jz0chX9X2+b+z5ubmadpm9d9FAwMDKlWqpJtHWbFiRebMmUORIkUYNCh1zvnUqVNZsmQJwcHB1K5dm+nTp+Pi4sIvv/yCSqWievXqPHv2jDFjxjBt2jRiY2NZuXIly5Yto23btgCsXLmSYsWKYWRkhJWVFVZWVlhbW2NmZkbp0qV18ajVat1x7N69m0uXLnHjxg1dsbdy5UoqVKhAYGAgNWrUoFGjRhw7doyxY8cSEBBA48aNuXXrFseOHaNjx44cPXqUIUOGZJgXAwMDXFxcmD9/PiqVimrVqnHjxg1++eUXBg0aRFBQEDt27MDf3x8vLy8A1qxZg6urK/v27ePDDz/EwcEBtVqd5jjSU7duXerWrat7X6VKFXbs2IGfnx8DBgzg2rVr7NmzhyNHjuhGl5cuXUq5cuV0ObGwsHjpc38+wmxmZoaVlZVuoM/S0hIbGxsMDFJLxaJFi+Lo6IilpSXDhw/n448/ZvTo0bp45s2bR8OGDfntt98wMTFBrVbTqFEjxo0bl+ExxcfHY2pqSoMGDV467zP6AyI9eitmCxUqhEajeWkUNjw8/KXR2uecnJxwdnZOMynZw8MDRVG4c+dOuieCsbExxsbGLy03NDTM819s+uizIJC8pE/ykrHM5qZ+py/YqU2hRMAknB4dgK1fQMfFoMnar77C1oYMGzyQiV8cxn/LKrYf6E3bJvWzG36ukXMmY/k9NykpKahUKtRqNWr1/2YAPh9JMzMz0xWgo0aN4ssvv8TAwCBN2/DwcABMTU11ywcOHEifPn3QaDRp2t68eZPIyEgcHR11yz///PM0bTKrYsWKuu3UajX29vZpljk5OQGp38iq1WquXr1KnTp10Gg0un3Uq1eP6Oho7t27x9OnT0lMTKRu3bq6fRQqVAh3d3ddjuB/BfmLMT9vExgYiIuLC66urrp15cuXx8bGhsDAQGrVqkXDhg113+wePHiQxo0bU6xYMQ4fPky9evW4du0aDRs2fGVeateuneZYvLy8mDVrFoqiEBgYiIGBAXXq1NHto3Dhwri7uxMYGJjm835d7mNiYpg8eTLbtm3j3r17JCcnExcXR2hoqO54DQwMqFmzpm5fnp6e2NjYvHRupdfv82UZvX+e7+fTFK5fv87q1at18T2f3nH79m3daH+NGjVeeVxqtRqVSpXuz2dWfl71NmfWyMiIatWqvfTVz+7du3V/vbyobt263Lt3T/fDDXDt2jXUajXvvfdersYrhCiY6nYeiFOvtaA2hMububKgKylZmIv13IS+XSheqxkoWj7r2YekpDd72pgQmWFubo65uXmabyyNjIwwNzd/aaDmedv/Fg+GhoaYm5u/NOqVUdvseHG758XJf9/D/0YA0/sGVlEUXdvn//+mMvqm97/LGzRoQFRUFKdPn8bf3x8fHx8aNGjAkSNH2L9/Pw4ODrrCLLsxZCW2Vxk5ciQbNmzgm2++wd/fn7Nnz1KhQgXdtJT/5jAjzz/v/8aVlbmpz2m1Wvr27cvZs2d1r3PnzhEUFETJkiV17czNsze1K6v0emuuYcOG8fvvv7NkyRKuXLnCl19+SUhICP369QNSpwj06NFD175r167Y29vz2WefcfnyZQ4ePMjIkSP5/PPP051iIIQQAJRuAh8u48BtLTVG/MWQDrVQsvggBJVKxV9LF6I2NudpyFUGTpqZS8EK8Xbz9PTkyJEjaQqqI0eOYGlpibOzM6VKlcLQ0JBjx47p1j99+pRr165luZ+QkBBCQ0N1yy5fvkxERISuQLW2tqZy5cq6aQKenp7Ur1+f8+fP888//+Dt7f3afv4b5/P3pUuXRqPR4OnpSXJyMsePH9etf/z4MdeuXdPFYGRkREpKymv78ff3x9fXl/bt21OhQgWKFClCcHCwbr2HhwfJycmcOnVKtywwMDDN/WILFy4MQFhYmG7Z2bNnX9v3i6pWrcqlS5coVarUS6/cumPBq+i1mO3SpQtz5sxhypQpVK5cmYMHD7J9+3bdVwJhYWFp7jlrYWHB7t27efbsGdWrV6dbt260bt2an376SV+HIIQoKDxa8aBcb2KT4Mql8yTsm57lXVTzKEGHXkMBWDL3e+6FP8rhIIV4+/Xv35/Q0FAGDRrE1atX2bJlCxMnTmTYsGGo1WosLCzo2bMnI0eOZO/evVy8eBFfX98sT4Fo0qQJFStWpFu3bpw+fZoTJ07Qo0cPvL29qV69uq6dj48PK1euxNvbG5VKha2tLe7u7vz555/4+Pi8tp/Q0FCGDRumu/f9vHnzGDJkCAClS5embdu29O7dm0OHDnHu3Dk++eQTnJ2ddfOB3dzciI6OZu/evTx69CjDC59KlSrFxo0bdaOgXbt2TfN0Qnd3d5o3b07v3r05fvw4AQEB9OrVK81gn6mpKbVr1+b777/XDQqOHz8+S3kFGD16NEePHmXAgAGcPXuWoKAgtm7dqpsnndf0/gSw/v37ExwcTEJCAgEBATRo0EC3btmyZfj5+aVpX7ZsWXbv3k1sbCyhoaHMnDlTRmWFEJnSecQs/pk1gO1dzTA59B2cWZnlfSyZPh7TwsVIjnlGt/4jcyFKId5uzs7ObN++nRMnTlCpUiX69etHz5490xRVM2bMoEGDBrRp04YmTZpQr149qlWrlqV+VCoVmzdvxtbWlgYNGtCkSRNKlCjBunXr0rRr2LAhKSkpaQrXunXrkpKSkqmR2R49ehAXF0fNmjUZMGAAgwYNok+fPrr1S5cupVq1arRq1Yo6deqgKArbt2/XTcXw8vKiX79+dOnShcKFCzN9evp/aM+ePRtbW1u8vLxo3bo1zZo1o2rVqmnaLF26FBcXF7y9venQoQN9+vTBwcEhTZslS5aQlJRE9erVGTJkCNOmTXvtMb6oYsWKHDhwgKCgIOrXr0+VKlWYMGGCbn50XlMpOTU5pYCIjIzE2tqaiIiIPL2bwfbt22nZsmW+vgAhr0le0id5yViO5Wb3RDg8B1QaHjRZgGPdj7O0+aRFq/nhh+k4Ne/HsRm+OFi+fPV5XpJzJmMFJTfx8fHcunVL93j33KbVaomMjMTKyipbF329zd623Li5uTF06NA3fuxubuTlVed9Vuq1gv8pCSFEVjWZBJW6svBEHCUadsV//S9Z2nxiv495f8R8tDYuzN4dlDsxCiGEyBQpZoUQ7x6VCqX1XHbetyU2Cf6eNwoeBmZhcxUTWnkCsO5kCJfuPM2tSIUQQrxGtu4z+3ySs7+/P8HBwcTGxlK4cGGqVKlCs2bN6NixY7r3dhVCiPxCZWDEmr3nWDOkAZ+73YUVHaD3XrAs8vqNgRpudvgUM2Hj4tk0/GsM96+deyu+khRCvF3+e8eDt1WWfvOeOXOG999/n0qVKnHw4EFq1KjB0KFDmTp1Kp988gmKojBu3DiKFi3KDz/8QEJCQm7FLYQQb8zMpjA9Fx5CVag0RN6BNR+TFBOR6e0HNipJ9MV9PLxxkclzf3v9BkIIIXJclkZm27Vrx8iRI1m3bh12dnYZtjt69CizZ89m5syZjB079o2DFEKIXGNuD13/JPmXRgz9/TB3f6/AhiM3URu8/tdj9bJu+HzYi/2r5jFj2mRG9/sUM1P9XgwmCrZ37Jps8Y7LqfM9SyOzQUFBDBw48JWFLECdOnX4888/GTFixBsFJ4QQecK+JJerTOG300lsORmK/9zemd70j1mTMbCwI+5JGP3Hf5+LQYq32fM7LWR0j1Eh3kbPn17238cBZ0eWRmaz+lQHfTwFQgghsqNii09ZNvUUJmcX4x21Ec40gSrdXrvdew62dOk7jFUzx7Pql7n8OH4YhWzz5rZ/4u2h0WiwsbEhPDwcADMzsyw/7jQrtFotiYmJxMfHy1zvF0hu0pfTedFqtTx8+BAzMzMMMvFN2Ku80dYnTpzAz8+P8PDwNE+hAJg1a9YbBSaEEHnt46/mwd7C4D8T/h4Ctq7gVu+12y2aMpz1SxeQ8CSM/uO+5c+FMkIrsq5IkdSLD58XtLlJURTi4uIwNTXN1aK5IJLcpC838qJWqylWrNgb7y/bxey3337L+PHjcXd3x9HRMU0g8uELIQqshuPh8Q0iTm+iT9tmTP5lE2VrN33lJpZmJnw6YDi/Th3BljXLiJ09BTNj+WZKZI1KpcLJyQkHBweSkpJyta+kpCQOHjxIgwYN8vXDJPRBcpO+3MiLkZFRjozyZruYnTt3LkuWLMHX1/eNgxBCiHxDrYb2PzN83m7+PB9GYKd2nL52F7WZ7Ss3mzV2INuPXYayjdl0NoxutVzzKGDxttFoNG88hzAzfSQnJ2NiYiIF2wskN+nLz3nJdjmsVqupW7duTsYihBD5g6Ep3y7fRV03Uxa3VKPe/AW8MJXqReYmxkyZOB6NmTWL/G6QlPLq9kIIIXJGtovZL7/8kgULFuRkLEIIkW84lCiPv/9BqrmYwbUdcOCH127zUY1iFLIw4s7TOJbtPpMHUQohhMj2NIMRI0bwwQcfULJkSTw9PV8act64ceMbByeEEPqkeq86tJoNW/pze8u3XL2eRLPeX2fY3tRIQ5dyVkwY2of+84LpHHYHayvLPIxYCCHePdkemR00aBD79++nTJky2NvbY21tneYlhBBvhSrduObcmeq/xdBhwCTO79/yyuZ9mlVGiX5EcmwkX07+MY+CFEKId1e2R2b/+OMPNmzYwAcffJCT8QghRL5TosdPVJm7mUePn2BzYBzU9gZTm3TbWpsZ08G3P2tnjWf17wtZMO0rTOWpYEIIkWuyPTJrZ2dHyZIlczIWIYTIlwyMTflz5zEODXWnGKGwsTdoUzJs/9PXQzCwLERC5CPG/DA/DyMVQoh3T7aL2UmTJjFx4kR59J4Q4p1g41wSs+6rwcAEgnbxcEvGc2cLW1vQsmsvAH5fMCfX7xkqhBDvsmwXsz/99BM7duzA0dGRChUqULVq1TQvIYR46xStDK1/YtnZRNy6fMs/v32TYdP5k0eiMbUi9tFdpsxbkncxCiHEOybbc2bbtWuXg2EIIUQBUakLASnfEZt0jtULv+ODzp+C9XsvNXNxtMO7/SfsW72QxctXMnVYXz0EK4QQb79sF7MTJ07MyTiEEKLA+HHNASp9UYPPS9yHv3zBdzsYvPz42p+mjqZxjDmGpety4U4EFd6TO70IIUROe/MH4r6Coii5uXshhNALYwtrev20C7WpDdw5CbvTnz9brkQxPvroY1QaA5YfDc7TGIUQ4l2RpWLWw8OD1atXk5iY+Mp2QUFBfPHFF/zww+ufmCOEEAWSrRu0/wWtojB1+hxWfj803WY9vNwA2HImlOCwR3kWnhBCvCuyNM1gwYIFjB49mgEDBtC0aVOqV69O0aJFMTEx4enTp1y+fJlDhw5x+fJlBg4cSP/+/XMrbiGE0D/3FqyMb8zXfpsxPfwTDT/oiHOF+mmaVHGxofDjc5z5cy6fX2vBvvXL9BOrEEK8pbJUzDZq1IiTJ09y5MgR1q1bx+rVqwkODiYuLo5ChQpRpUoVevTowSeffIKNjU0uhSyEEPlHt6lr2bjblfbFInD2HwXue8HITLdepVLRvLIrp34P58Dff/Lo8SwK2dvpMWIhhHi7ZOsCMC8vL7y8vHI6FiGEKHA0RsZs8juL6tcGEH4Zdn4FreemaTO2dxd+nDKO+PDbTPhxAYu+m6CnaIUQ4u2TqxeACSHEu0BlVQQ6/AqoSDi+lJNrp6dZb2pkQIvOnwKwaunvcnGsEELkoCyNzP7000+Zbjt48OAsByOEEAVWCR8elO9Li0E/cv3pGE6XqkGp6g11q78fNYDNv84g6kEIy9dvw/fD1noMVggh3h5ZKmZnz56d5v3Dhw+JjY3VzY999uwZZmZmODg4SDErhHjn2LeejMXYXzGOjODu2mGUqnxcd//ZMi4OeNZvxaW9f/H9rLlSzAohRA7J0jSDW7du6V7ffPMNlStX5sqVKzx58oQnT55w5coVqlatytSpU3MrXiGEyLcMjE1Ys3kX54Y44W1xE/ZNSbP+q+FDAAg8vp/AmyH6CFEIId462Z4zO2HCBObNm4e7u7tumbu7O7Nnz2b8+PE5EpwQQhQ0zp41KNrj19Q3R+ahXNulW9e1uRelWvSiSLfpHLyTpKcIhRDi7ZLtYjYsLIykpJd/GaekpPDgwYM3CkoIIQq0sh9Azb6cuJtCrcatuXv1NJB6m67JEydg7FyWlcdD0GrlQjAhhHhT2S5mGzduTO/evTl16pTuytxTp07Rt29fmjRpkmMBCiFEQaQ0mcyQvWpO3klkzOdtQJsCQLsqRbEyMeD241j8roXrOUohhCj4sl3MLlmyBGdnZ2rWrImJiQnGxsbUqlULJycnfv/995yMUQghChyVkSl/rNlIj8qmzGsQCUdS7wZjZmRAExc1j3cuoG9PX/0GKYQQb4FsPTQBoHDhwmzfvp1r165x9epVFEXBw8ODMmXK5GR8QghRYJWu1YTli3+BrQNh3zQo7g3OVWlSxpbZZ3dwXaXm8vVgPEu56TtUIYQosN74oQllypShTZs2tG3bVgpZIYR4UZVPwLMtaJPZ/30XIh/eo2X96tiWqAiKlokzF+o7QiGEKNDeqJi9c+cOCxcuZMyYMQwbNizNK7MWLlxI8eLFMTExoVq1avj7+2dqu8OHD2NgYEDlypWzGb0QQuQBlQpazeGHU8Y0mn+dwV0aA9CuyycAbF+/Gq1Wq88IhRCiQMt2Mbt3717c3d1ZuHAhM2fOZP/+/SxdupQlS5Zw9uzZTO1j3bp1DB06lHHjxnHmzBnq169PixYtCAl59f0XIyIi6NGjB40bN85u+EIIkXfM7KjbYyIaFZhF3SDlwkYmDumJysiU2Ed3WbNlp74jFEKIAivbxexXX33F8OHDuXjxIiYmJmzYsIHQ0FC8vb358MMPM7WPWbNm0bNnT3r16oWHhwdz5szBxcWFRYsWvXK7vn370rVrV+rUqZPd8IUQIk/V6zyAK0sGsvADUzT/fImrSSyl6zQD4Md5r/6dJ4QQImPZvgDsypUrrFmzJnUnBgbExcVhYWHBlClTaNu2LV988cUrt09MTCQgIIAxY8akWd60aVOOHDmS4XZLly7lxo0brFy5kmnTpr02zoSEBBISEnTvIyMjAUhKSkr3Prm54Xk/edVfQSF5SZ/kJWMFPTduH32Pdvl51GFn0W7sQ0/fXow+sJnzh3bx8NFjbKytsrXfgp6X3CS5SZ/kJWOSm/TldV6y0k+2i1lzc3NdkVi0aFFu3LhBuXLlAHj06NFrt3/06BEpKSk4OjqmWe7o6Mj9+/fT3SYoKIgxY8bg7++PgUHmQv/uu++YPHnyS8t37dqFmZlZpvaRU3bv3p2n/RUUkpf0SV4yVpBzY27TlWohlxj20x5s3B5iVrwyBkXKsGDdv1R5z+KN9l2Q85LbJDfpk7xkTHKTvrzKS2xsbKbbZruYrV27NocPH8bT05MPPviA4cOHc+HCBTZu3Ejt2rUzvR+VSpXmvaIoLy2D1CeLde3alcmTJ2fprglfffVVmgvSIiMjcXFxoWnTplhZZW8UJKuSkpLYvXs377//PoaGhnnSZ0EgeUmf5CVjb0tu1l47zbKzv2Jy8RTj5/zCb6HOPLNzomXLCtna39uSl9wguUmf5CVjkpv05XVenn+TnhnZLmZnzZpFdHQ0AJMmTSI6Opp169ZRqlQpZs+e/drtCxUqhEajeWkUNjw8/KXRWoCoqChOnTrFmTNnGDhwIABarRZFUTAwMGDXrl00atTope2MjY0xNjZ+abmhoWGen6T66LMgkLykT/KSsYKem0/GLeLUET86FblD9cSfWcF4dl4OZ5pWhYVxtn8tF/i85CbJTfokLxmT3KQvr/KSlT6y/VuzRIkSuv83MzNj4cKs3SvRyMiIatWqsXv3btq3b69bvnv3btq2bftSeysrKy5cuJBm2cKFC9m3bx/r16+nePHiWTwCIYTQD5Vazdz1R2BRHYi4wRSzPxl4vgzfLLrPd0N99R2eEEIUKNkfAgCePXvG+vXruXHjBiNHjsTOzo7Tp0/j6OiIs7Pza7cfNmwY3bt3p3r16tSpU4dff/2VkJAQ+vXrB6ROEbh79y5//PEHarWa8uXLp9newcEBExOTl5YLIUS+Z24P7RbCyo7cPbyZh7sS+Pl4KSlmhRAii7JdzJ4/f54mTZpgbW1NcHAwvXv3xs7Ojk2bNnH79m3++OOP1+6jS5cuPH78mClTphAWFkb58uXZvn07rq6uAISFhb32nrNCCFFglWrC5SId+OHwcgCe3bnO7kPHeb9eLT0HJoQQBUe27zM7bNgwfH19CQoKwsTERLe8RYsWHDx4MNP76d+/P8HBwSQkJBAQEECDBg1065YtW4afn1+G206aNCnTD2gQQoj8qGS3WRSxMcHSKPX9D/N+029AQghRwGS7mD158iR9+/Z9abmzs3OGt9YSQgiRlrGlLVs3bWBRK3MAAnb9JY+3FUKILMh2MWtiYpLubRMCAwMpXLjwGwUlhBDvkmI1WvBBn/FYGMGzZ5GsW7NS3yEJIUSBke1itm3btkyZMkX3hAaVSkVISAhjxoyhY8eOORagEEK8C2zeH0lDz9SBgOEDepMYl/kbhgshxLss28Xsjz/+yMOHD3FwcCAuLg5vb29KlSqFhYUF33zzTU7GKIQQbz+1Bs+2gwAIi0hk0eiP9RyQEEIUDNm+m4GVlRWHDh1i//79BAQEoNVqqVq1Kk2aNMnJ+IQQ4p0xfOhQThw9SP34g3xhcxDuBoBzNX2HJYQQ+dob3Wd279697N27l/DwcLRaLVevXmX16tUALFmyJEcCFEKId0VhG0vcPvqGGjcnYKQ+Bhv7QN+DYGSu79CEECLfyvY0g8mTJ9O0aVP27t3Lo0ePePr0aZqXEEKIrGte3olxSZ8TkmRLysNr7Pq+O4qi6DssIYTIt7I9Mvvzzz+zbNkyunfvnpPxCCHEO62JpyO9+iyj+MW71C2q4B+yiZVmY+g24gd9hyaEEPlStkdmExMT8fLyyslYhBDinWdnboS9qRptcjLPNPYYaSDqyBKIfqjv0IQQIl/KdjHbq1cv3fxYIYQQOadN27YAXH8KZ8dUoF/FRNg6CGS6gRBCvCRL0wyGDRum+3+tVsuvv/7Knj17qFixIoaGhmnazpo1K2ciFEKId8yQTzsxb8Jg4p6Fc7/GLDzOD4VrO+DUEqjRU9/hCSFEvpKlYvbMmTNp3leuXBmAixcvplmuUqneLCohhHiHlShiRxHPWoSdO8hPW07QsNdEbv/5FT0/6s/3P1tT/f1O+g5RCCHyjSwVs/v378+tOIQQQvxHsw9as+zcQfx2/QO/X2Pi6OnsvRnKF70/40RQK1SGJvoOUQgh8oVsz5kVQgiRewb7dgGVmmd3b3DmciCzVu6kY3kz1rUF1b6p+g5PCCHyDSlmhRAiH6pS2oVi9dpj4/0pZ8ISsHP1YP1ff1HCVg1H58ONffoOUQgh8gUpZoUQIp8aMuFbrGt/yNGw5NQFZVtC9c8BuPzz5zy4eUWP0QkhRP4gxawQQuRTzcsVAeDgtYfEJv5/Qdv0G9bdLkS1Obf5vGMTFK1WjxEKIYT+STErhBD5lIeTJU4myTw5v4/5q7amLjQyw7P7dBRAiQ4nxn+RXmMUQgh9k2JWCCHyKZVKhem1nTz6+0d+/XmhbnmFRh059ttotnU1xeLgZHhw8RV7EUKIt5sUs0IIkY992qU9ALfOHiU2Ll63vHKPb1GXaQ4pCRhs7IkmOVZfIQohhF5JMSuEEPlY1w8aYWBugzYxlj82//u/FWo1tP+ZFIuiTN10mV+/GSbzZ4UQ7yQpZoUQIh8zNNBQsmo9ANZu2Jp2pZkdVytPYNrBBP4+c5/9v4/TQ4RCCKFfUswKIUQ+16JFSwACDr18b9lyTboya3B7lrczoenTFfDgUl6HJ4QQeiXFrBBC5HP9urUHtYboB7c5e+nqS+v7/rCGZvWro0qOh798ISE674MUQgg9kWJWCCHyOfdiRbAtXgGAFVt2v9xApeZ0sT4oFkWICwvklyEtURQlj6MUQgj9MNB3AEIIIV6v69CJbL4SgUGZKumuTzS0IrHNIho1bsqxO/5Em3zE8Dnr8jhKIYTIezIyK4QQBcCHTetiYFmIg0EPMxx1VRevT7dObShkpqLKsx1w+2geRymEEHlPilkhhCgAahW3w9hATVhEPNfDM54TO2Dmei7/1IVGbir4sztE3MnDKIUQIu9JMSuEEAWAiaGG92KDeLBuAkNGjM6wnUqtpnD338GxAsQ85NHvnYmPepqHkQohRN6SYlYIIQqI0jZq4oPPcGTfzlc3NDKHj1YR8MSCalOP0b9dbXmgghDirSXFrBBCFBCffdgKUBFx7yY3gkNe3djWlcfVh3EnUuHwues83TU9T2IUQoi8JsWsEEIUEDXLumLuXAaAxeu2vLZ90x7DWf9dX471NMfu+A9wfW9uhyiEEHlOilkhhCggVCoV5WumPtr2nx2vmWrw/9qPWoRtne6gaOGvz0i+ez43QxRCiDwnxawQQhQgbVo2B+BqwBG0mZkHq1JBq1ngUpt/LjyiXJUa3Ll8MpejFEKIvCPFrBBCFCCfd2iGytCExOin7D9yKnMbGRiT0nkl4w7CtYeJzBrYGmKf5G6gQgiRR6SYFUKIAqSInSVFytXGxK0Kx288yPR2GsvCbNm+l0H1bPmhbiys+RiS4nIxUiGEyBt6L2YXLlxI8eLFMTExoVq1avj7+2fYduPGjbz//vsULlwYKysr6tSpw86dmZs3JoQQb4vh3y/CsctUwozey9J2rhXr8NP6Qxia2UDoMVjfEyU5KXeCFEKIPKLXYnbdunUMHTqUcePGcebMGerXr0+LFi0ICUn/ljMHDx7k/fffZ/v27QQEBNCwYUNat27NmTNn8jhyIYTQnwbuDgAcCnpIijb9R9tmyNETPl4DGmNmLt2Ib9OKaFNSciFKIYTIG3otZmfNmkXPnj3p1asXHh4ezJkzBxcXFxYtWpRu+zlz5jBq1Chq1KhB6dKl+fbbbyldujR///13HkcuhBD6U9nFBktjAx6Fh3Pw3PWs78CtLleqTGL0ngT+2H+Vf77rAUoWi2IhhMgnDPTVcWJiIgEBAYwZMybN8qZNm3LkyJFM7UOr1RIVFYWdnV2GbRISEkhISNC9j4yMBCApKYmkpLz5eu15P3nVX0EheUmf5CVjkpv/OL6cOzvX8EPkQGr9/AOQtbyUatab38ef5MGRNbRO3kbK7slofcam3v3gLSLnTPokLxmT3KQvr/OSlX70Vsw+evSIlJQUHB0d0yx3dHTk/v37mdrHzJkziYmJoXPnzhm2+e6775g8efJLy3ft2oWZmVnWgn5Du3fvztP+CgrJS/okLxmT3ICTvQ0XgeOHDujykdW82FZrRzUXE7i7Gs2R2QRdu8pV5y6o1Hq/nCLHyTmTPslLxiQ36curvMTGxma6rd6K2edUL4wCKIry0rL0rFmzhkmTJrFlyxYcHBwybPfVV18xbNgw3fvIyEhcXFxo2rQpVlZW2Q88C5KSkti9ezfvv/8+hoaGedJnQSB5SZ/kJWOSm/8xtivK7tWLiAi5So3aXpw8diSbeWlJyskK8O8Ypv66gSJlgvlu1YG3pqCVcyZ9kpeMSW7Sl9d5ef5NemborZgtVKgQGo3mpVHY8PDwl0ZrX7Ru3Tp69uzJX3/9RZMmTV7Z1tjYGGNj45eWGxoa5vlJqo8+CwLJS/okLxmT3EDTutUwtLQjKeoJf/57kOI2BtnPi1d/dgcEsfrCHAwuHcd3yQAq9PvtrZpyIOdM+iQvGZPcpC+v8pKVPvT2p7eRkRHVqlV7abh69+7deHl5ZbjdmjVr8PX1ZfXq1XzwwQe5HaYQQuRLarWaEhVqArBt19433t/7g2azaEx3/uxkSoUHf8G/X8lFYUKIAkGv3yMNGzaM33//nSVLlnDlyhW+/PJLQkJC6NevH5A6RaBHjx669mvWrKFHjx7MnDmT2rVrc//+fe7fv09ERIS+DkEIIfTG28cHgLPHM3fR7Ov0++4P2o9amPrm+CIe/eFLfHTmv+oTQgh90Gsx26VLF+bMmcOUKVOoXLkyBw8eZPv27bi6ugIQFhaW5p6zv/zyC8nJyQwYMAAnJyfda8iQIfo6BCGE0Jtu7VoA8PjWJSJjE17TOpOq+ULbhUQlqmn21Upa1ChBxIP07/0thBD5gd4vAOvfvz/9+/dPd92yZcvSvPfz88v9gIQQooCoX70CRet1JMHGjeCoHJzfWqUbgbeeETRrECYRT3i4qC3WX/4N1ll74pgQQuSFt+NyVSGEeAepVCq6DZmARbmG3Io3ydF9V+8wgANb17C9lwuluAm/N4Gw8znahxBC5AQpZoUQogDzKlkIgKCInL/zQJWmXag++RAU9oCoME5Nbcz6eV/neD9CCPEmpJgVQogCrHYJOxLuBXJp30YePI3K+Q5sXODzfwm3q0nblY/5cPBU1k7qDlptzvclhBDZIMWsEEIUYI5WJjzZNI2nfktZs90vdzoxtcGuzxa6NKyIZ2E1LRO2wLpuEPcsd/oTQogskGJWCCEKMJVKRYkK1QDYsccv1/oxMDFj1uYzHFu/ACszEwjcDr96c/e0PPJTCKFfUswKIUQBV69ePQDOBxzP3Y5UKiwb9IOeO8GmGBuPBFGyVlMWjfXN3X6FEOIVpJgVQogCrnOr9wF4cvMC4RGxud9h0SrQ5wBb7jmQkAw3/dbApn4QLw+wEULkPSlmhRCigKtfsyoaYzOUxDhWbz+YN52a2bHM7wYrxn3Et01M4dwaWOhF8rU3f7SuEEJkhRSzQghRwGk0GoqWrgDA1u0786xflUbDJ9PWYNhrJ9gWR4kIpUu75gxoVZmYp+F5FocQ4t0mxawQQrwFKlaqBMC5U0fzvvNiteCLw5y0bsXGK8n8tuMcN75vACG5PIdXCCHIB4+zFUII8eZa+tQmQCmBUVF37kfEU8Q6Z58I9lpG5tQctprdhapwfessKpqGwdLmUKMXyfVHY2BZKG/jEUK8M2RkVggh3gLOhe2oXtsLlcaQozcf6S2OJj1G0m/FFajUFRQtIbt/poybEyumfYGSkqK3uIQQby8pZoUQ4i1Rq7gdAEdvPNZvIKY20H4R9NjKrLNm3HqSzC+//oaypAXcv6Df2IQQbx0pZoUQ4i3hbpnMkz2/8Pv4vvoOJVUJb2Zsv8m3fT7gl3a2qO8eh18akLR1GGE3Luo7OiHEW0KKWSGEeEvUKFGYqNP/8DTwOIdOX9J3OAAYmprz1S/bKDf1DHi2A0XLwoULKe1ZkYVD20JClL5DFEIUcFLMCiHEW8K5SGEKl64MwNwla/UbzIus34POy6HHFnbeMSMmUcHo5i6YWxmO/QzJCfqOUAhRQEkxK4QQb5FmLVoCsGfnDrRaRc/RpKOED9vOhrNxzig+bVgWYh/Bv6Px/9KDhWM+JT46Ut8RCiEKGClmhRDiLTKyd1cAnt08y/ZT1/QcTfrUBga0H/IDhoNPQKs5KBZFGLkphAE//MG37UvAkfmQEK3vMIUQBYQUs0II8RapWM4DRzd30KYw45cV+g7n1TSGUP0ztANO8Unn9pQuZMgXFRNg1ziYXY57f40h7Eb+mPsrhMi/pJgVQoi3TLeuHwFwcu82wiPj9RzN62lMLRk46y8C70Xi1G0B2JWE+GdM/G4Wbu7l+XVAIwg7r+8whRD5lBSzQgjxlhnU2xcTm8IYOpRg3ckQfYeTaSpDE6jaAwaeRNtxKTdjzUlMgXJxx+GX+rC4KdHH/iA28qm+QxVC5CNSzAohxFvGzc2N5btOYduoJ2tP3iElP14I9ipqDeoKHdh75QkBfy/Gq/mHoDaA0OMsGN8H5yKF+HnIB/AwUN+RCiHyASlmhRDiLdSmsjNWJgbcfRbHwaCH+g4ne1Qqqrb6HFXnZfDlZWg4nl23NTyL02IcvA8W1IRffUg4OI971+UhDEK8q6SYFUKIt5CJoYb2lZ2IuxnAvD936zucN2fpCN4j2X35Kf8s+pqOrVumjtbeO8Pf80fjUqYCn/sUhwvr5UEMQrxjDPQdgBBCiNxxf+8ywv+aza4L9bg/uCNFrE30HdIbUxsa0bLf5NQ3MY/g4gZOHfsGrRKKY/I92NATNMYoJXxYdcuehh8P1G/AQohcJyOzQgjxlhrQ2xeAmMAjzN98SL/B5AbzQlCrL9//G0LQsZ0MGjgw9U4IKQmc999O9wk/4+5ZnipXvkd98ld4fEPfEQshcoEUs0II8ZaqWLEi1eo1AkXLb/NnFbwLwbKgVK2mFP1oJgwKgC+OEuHRjWrFzHm/hAHF4i+j2TUW5lXls1p29GtZmeu7l0JirL7DFkLkAClmhRDiLTbjm0kAhJ/ezZq9J/UbTF5QqcDRkwZDfuHU7WhW7grgYtGP0LrVJybZgNUBT/llxzmStwyCH9xg6QdcWjKUnctnEv30kb6jF0JkgxSzQgjxFmvYoD4lK9cBbTLjvxqj73DynFERD244tiSl2yYMR19j04KJjOtcA/cSrpCSALcP8fuvi2juO4KRzVxgWSvY9w3KtV08Cr2u7/CFEJkgxawQQrzl5s2ZDSo1twP2M+qnVfoOR2+MLO1p2XcS09adQPXlRRh0GlrNwda1HMXtDPAppoJgfzg4nVsLOlK4WGk8nUzRbvwCTi2Fe2dRkvL/E9WEeNfI3QyEEOIt18K7FvXbfMyxw4dYdf4Z3ufD+KCik77D0i+VCuxLgn1Jvl73GV8rCtqH1yDkMISe4NKO3UA0lppE1OdXw/nVAHT8M55bUYbM6tuEhk0/AKdKKIXLojKx0u/xCPEOk2JWCCHeAdv+WMi3O66x9swDvlx3FnsLI2qXsNd3WPmHSoXawR0c3KH657RuD08n3uTBhX1gGAZ3TqLcO8vhkCjCYxIxubUbtu8HYEdQEr22JdGuRjEWju4GDp5Q2J0oI0cs7J1QqVR6Pjgh3m5SzAohxDvAysqKbz6sxrPE0/x76T7df1zP319/TNkiMqKYERvnEtg4l/jfAq2Wk62OEeC3jYolDODZFbh/gfMPggmLTObZgxA4PFfXvOLcKCISVOwb40XlKlXBvjT3U2x4kGRK8Qp1sCpcVA9HJcTbR4pZIYR4R2jUKuZ8VJna3UZw7q+5NLl2lON/LcTZ1kzfoRUIKrWaYhW8KFbBK83ygd1D8Dn8Lyaxd8EmBsIvk3A/kNCISFIUhaJRZyHgPABrjiYwbFcCXcoZsPZTV7B1AxtXJm25jm1hJ3p81BHbYmXB+j0wsUmdDiGEeCUpZoUQ4h1iYqjhg7LWnEPh7t7lVG0UwqHNKyntKqOE2WXhUIza7fukWWYMRPa5x/XTBylcWIEnN+BREPHnDlLIPAQ3GzXEPISYhyTdPsHUVVFoFeis+gcsU6/NnnMSZh2J47MGrkzuXh8sncCyCKsPBmHv6EwDn8aYFi4GZvag1ujhyIXIH/RezC5cuJAZM2YQFhZGuXLlmDNnDvXr18+w/YEDBxg2bBiXLl2iaNGijBo1in79+uVhxEIIUbB9M2USVrb2jBkxlPCz+/EoVw6vDj0Z++UA3q/khkYto4E5wcy+KBXf/yjNsq86w1eANuYJRIbC02AS7l5j+JX1hNy7j2OpYhB1D2IfEfIkntBnScQ9CoGLGwBISlH4ZFoUCvBghAWm5mpAxewADfOOxuBbz4WvP6oJZnZgZs+Pm85iZWtL13YtsLB3AlMbIhLURGsNSEpMyPOcCJEb9FrMrlu3jqFDh7Jw4ULq1q3LL7/8QosWLbh8+TLFihV7qf2tW7do2bIlvXv3ZuXKlRw+fPj/2rvz8Kbq/F/g7+xdkqZLmqZpoRREKZRNoCyjVnAsIIsozlAGHXDQOxWrbKNXfs7IMgo4MgyP/hSuUBiHH9c6M+DoPFZZrq2ALUhbRgoFWQqF0o2mbZamzXY+94/QQGiCLF1M+3k9T5+nOedzTs73zbfh09OcEyxYsADR0dGYOXNmF4yAMcYC0/9e/BL6DhiEZ5/9DZpqynFg+5/xWPb76J/+e/zmVzMxfageiZpQBMn4jF9HEIdGAqGRQOxQKAcCf3r0Fe8CRzOWzS5B+qljiJLbgHAA5io0VV1AWvIe1DQ2QROlAVoaABAq6iw4b7DDcuUicKrWvQsX4ZUPzACAJ+3/hDLEfcb3vf02/CHXhvnDZZh5NgYIUgOKMDy04RTkcin+76Lx0EZHAwoVvj1tQN7xy7h/YD9MfngMIAsB5KHILTwFeYgS9w8bjuCwCEAWDDtJAGkw5MH8thXWubq0mV2/fj3mz5+P5557DgCwYcMG7N69Gxs3bsSaNWva1G/atAm9e/fGhg0bAABJSUkoLCzEunXruJlljLHb9IvJEzC9/Aeseff/4L0N61FfWQ6TKBQb885hY945mAo/h+XILoRE6qBUR0ClCoMqTIWQUBWCgoKQ+ng6tDGxkEvFuHz2BMp/OAGZTAa5TAaFXA65Qg6pRAyZVIbBw0ciPCICErEIhtpKVFVcglQihkQsgVQqgVQigUwmgUQsQZ8+iVCpVBCLgSazGcaGBkilYkgkV2vFEsikUoilYoSpVFDI5RCLRBAEF5xOByRiMcQiESRiMVwuJ1wuFwRBABEFzp0FZMGIvi8F0feleC0OB/DV3OsWuJyA1YDfPXECT505hegQAqIVgLUe9vpqPDv+C9Q1mhFxz0DAbgSaG9HsugwAiAgSQWQzATYTHC7CgTPuxldyOgeocDe+uVcb3+eGyzC58SPP005dbYLVAZS9rERihLt24yEbFu22Yc4QOf5nlgaQBgHSIIz4y3lY7IQvXhqCe2LDAakCOcfr8d/7yvDgQD2WPTUSkMgAiRwrs7+DpcWFRU/9DHExUYBEhuMXruCr706jXy8dnngkBRBLAbEM/8orQlOLA48+MBJaTRQglqLaYMSx0xcQFRmBEUMGud9+IZbgh3OXYHe5kJjQG0pVGCASo8naguq6egQFBSEuLh4QiQGxBIbaK7DUVcJmvALZ1Vqny4XmFhskUhlCQpUARIBIBOHqnAqYedVNdVkza7fbUVRUhNde8/5EmrS0NOTn5/vcpqCgAGlpaV7LJk6ciKysLDgcDshksjbb2Gw22GzX/pRiMpkAAA6HAw6H426HcUtan6ezni9QcC6+cS7+cTa+3U0uYrEYry96Af+1MAP7v82HWZmAz0pqceh8Peobq+Ew1cFoqoPRx7bHpP0h17qv9m/89mMYD/r/QAbd0+9AEZcEADB99ykacrP81mpnvYngPsMAAOb/fIn63e/7rY1+8g8I6T8aAGA5/jUMX6z3Xzv9FYQNehgiEWD5IR/Vu66eNBGJAIiufQsRYqe8hMjhaRABsJQVo/yTN90lIlFrpefirPhHf4PoUVMgEolguXQSZ3esuLo7kWf/rc1OXGo6dGMeh0gENFWX4dRHf/B7vLHjZqBX6i8BAC2GSpRsedVvrW7UZPR55GkAgM1Yh6Mb37hurQiq/zrpeaQdNhNpa9NxzFyL2SI7vnzvDYBcUKpUALkwIEsCiQgQgdAnRoNJI6TQ9gnDQYrA0+9/BxEJcAoiSMWER7Y3Qyp210YGufcvFxNgt2DQhmoIBJw2CBAImLj+COQSdw4RQUBBhQCl/QrQ/wxSNlvQ5HDXOgVg1/87hCCpuzZcIUJ+hQuT75HiCesOPPzXJhiaCacNAuwuIDFchFC5+99FKXfvNzVBgrx5oXhshxUVJgFn6gW0OIE+4SKo5O79BkuB7yoFjNKL8d3zSsz8uxVnDALO1QuwOoGEpS8iTOGulUmA4ioBSRoxSl9UYs4uK0pqBJxvEGBxAPFhIoQHuZt6sQg4bXAhIVyC4hc1WPC5EYWXnbhkdMFiJ8QqxQgPFoMACAJQZXFBEyLBkZdj8WpOA/Iv2FBpcsJsI2iVYoQHu/864nABjS0uBMvEOLIoAav2GJB71ooasxMmm4CoEAkiQ9y1TiKYWwgiEVC4tC/WfV2Hr05ZcMXiQmOzCxEhEkSFultAgQhWO0EiBvYu6IusQ/X4rMQEQ5MTjc0C1EFiaJRSpN8fgbkp4TilkWFAyqN+52J7uZ3Xsy5rZuvq6uByuRATE+O1PCYmBtXV1T63qa6u9lnvdDpRV1eH2Ni2NwFfs2YNVq5c2Wb5nj17EBLSuX8K2bt3b6c+X6DgXHzjXPzjbHxrj1zEpmN4IgqYEQnU9H0K5yseQEVNHRpMTWi0WGG1WmFrtsLhcCApXgWpSoCTgIpesahISoHgdEBwua5+OUGCC0QEbVgwgoIJRACUobBGxYEEASABJAggEgAikCBAIZdCLiYQALFYBJFMcbWWAHJv4+F1RoxuOjYiwCm4a5yu6/Zz3Wat37bYnTC3OAEAzc12CHar3/2ampoBi929ndkKh6Xeb22D0QTB6P4UMVujFbbGGv+1DY2g+mYAgKPegpb6Kr+1hvp6kMF9jE5T081rDXX4oQEAtHCZTTAaar3WW6773qwbAc3Pl+IkgP9psuOi4Umv2vMNLs/3of1TkLzwf+F7kROpNilK6553h35VWQOhNWF9vB5TpgxCcFgwVjti8X3dVtjtDp+1vaOVeHhwGGK1odjjisexuoNoaLpWe77xWm2vCBkGxMgQE6FAuaDFCcMFXGy4Nl8uXFerV4mhkosQLBPDRSKcMQgoqb1WW268Vqu52i60vp38XD151VaYCBUmdxYqOdDiBGxOASFoxqVGB07UXsvpslnAZbN7W5kYcAiAQuJCBBlR09iC0lqnp7bKLKDKfN18BxAqExBDV2AwWnHyutoaiws1FhdupBeqYTQ242TNtcyuWFy44qM2XqiE1WTDqRq7Z1ldkwt1TS44LPXoAyuyj3+PsrqOP6Fgtfr/mbuRiIhu/tPfQSorKxEXF4f8/HyMHTvWs/ytt97C9u3bcerUqTbb3HvvvXj22WexbNkyz7Jvv/0WDzzwAKqqqqDT6dps4+vMbK9evVBXV4ewsM65v6LD4cDevXvx6KOP+jx73FNxLr5xLv5xNr71pFyICC6B4HQJcLpcEIvFEInEEIhgs9vRbG2GQARBILhIgN3uwIGDBzF27FiowyMgl8shENDS0gJjYwMEIrgEAYJAICLP2xHCwiMQGqoCAbBam1BTXe1utokgkLseRBCIEKnRIjwiEgRCk8WCS+UX3LVXj1cgASBAEAhanQ4arQ4EoNnahLIzp3F9N339f8hRmhjExOpBAFpamnH2VKlXc3h9baRGC11cLwCA3W7D6RPH2tS0Co/UQKePR2FhIYYNHYofSkv85h0eGYXeif0AAIIg4HjxEc9+b2wf1OERSLjnXs/j748UeP27XU+lDke/+wZeqy08BMHl3bS1ClUqce+gIZ6hHys6DOcNZ+1a9x8SqkTSkOGe5cePHoGtxfdHEAcFBWPQ8JGex6XfF6O5yQKXy4mzZ0/j3n79IBGLAQiQSiRISh4CkIAghQwnjx+D1WJBS7MVLqcDCoUCMpnUPScEFxISEiARAVqtFqdOnYTFZILRaITdbodSGYrgoCAABJfLBb0+FmIAvXvF4fSZM2hsNKKx0YiWlhaEqZQIDQ0BEcHpdEAbrYFYJEK/xAScLbuA+voG1Dc0wmq1IixMiTCVCiJy71epVEIiEWHggP4oO38RdQYDDPUNMJubEBamRGRE+NV5KUAuk0EqlSI5qT8uXa5CzZU6GOob0Wg0QR2mgiYqArroKFgtZoyfNgsabcff/cRkMkGj0cBoNP5ov9ZlZ2Y1Gg0kEkmbs7C1tbVtzr620ul0PuulUimionx/ko1CoYBCoWizXCaTdfqLflc8ZyDgXHzjXPzjbHzjXIKBSLXXEofDgbKTYUi+J+GGbFRAfPQt7jccuCfuFmujgIEJt1irwYODbrUWSB3U9sJofx4e1Oum6x0OBxrPAA8NjMMjQ/vc8n4fGjD91mvve+I2amfccm3qgMdvo3babdQ+BsCdTU5ODh577DG/P08/G5p0y/sdPSrlx4uuGjkm9ZZrR/zslktx/wO3XjvSz/LWXDRafae8ztzOc4g78DhuSi6XY8SIEW3+LLZ3716MGzfO5zZjx45tU79nzx6MHDmyh7+AM8YYY4z1TF3WzALAkiVLsGXLFmzduhUnT57E4sWLcfHiRc99Y5ctW4Zf//rXnvqMjAyUl5djyZIlOHnyJLZu3YqsrCz87ne/66ohMMYYY4yxLtSlt+aaNWsWDAYDVq1ahaqqKiQnJyMnJwcJCe4/u1RVVeHixYue+sTEROTk5GDx4sV4//33odfr8e677/JtuRhjjDHGeqgu/wSwBQsWYMGCBT7X/fWvf22zLDU1FcXFxR18VIwxxhhjLBB06dsMGGOMMcYYuxvczDLGGGOMsYDFzSxjjDHGGAtYXf6e2c7WemPl1o+17QwOhwNWqxUmk4lvIXYdzsU3zsU/zsY3zsU/zsY3zsU/zsa3zs6ltU+7lc/26nHNrNlsBgD06nXzG0ozxhhjjLGuZTaboVarb1rTZR9n21UEQUBlZSVUKhVEXp/p3XFaP0L30qVLnfYRuoGAc/GNc/GPs/GNc/GPs/GNc/GPs/Gts3MhIpjNZuj1eojFN39XbI87MysWixEfH98lzx0WFsY/GD5wLr5xLv5xNr5xLv5xNr5xLv5xNr51Zi4/dka2FV8AxhhjjDHGAhY3s4wxxhhjLGBxM9sJFAoFli9fDoVC0dWH8pPCufjGufjH2fjGufjH2fjGufjH2fj2U86lx10AxhhjjDHGug8+M8sYY4wxxgIWN7OMMcYYYyxgcTPLGGOMMcYCFjezjDHGGGMsYHEze4cuXLiA+fPnIzExEcHBwejXrx+WL18Ou93uVXfx4kVMmzYNoaGh0Gg0ePnll9vUlJSUIDU1FcHBwYiLi8OqVavafBbxN998gxEjRiAoKAh9+/bFpk2bOnyMd+qtt97CuHHjEBISgvDwcJ81IpGozdeNY+qJufTE+eJLnz592syP1157zaumvbLqDj744AMkJiYiKCgII0aMwIEDB7r6kDrUihUr2swPnU7nWU9EWLFiBfR6PYKDg/Hwww/jxIkTXvuw2Wx46aWXoNFoEBoaiunTp6OioqKzh3JX9u/fj2nTpkGv10MkEuFf//qX1/r2yqGhoQHPPPMM1Go11Go1nnnmGTQ2Nnbw6O7Oj2Uzb968NnNozJgxXjXdLZs1a9Zg1KhRUKlU0Gq1mDFjBn744QevmoCdM8TuyJdffknz5s2j3bt307lz5+izzz4jrVZLS5cu9dQ4nU5KTk6m8ePHU3FxMe3du5f0ej1lZmZ6aoxGI8XExFB6ejqVlJTQzp07SaVS0bp16zw1ZWVlFBISQgsXLqTS0lLavHkzyWQy+uc//9mpY75Vb7zxBq1fv56WLFlCarXaZw0A2rZtG1VVVXm+rFarZ31PzKWnzhdfEhISaNWqVV7zw2w2e9a3V1bdQXZ2NslkMtq8eTOVlpbSwoULKTQ0lMrLy7v60DrM8uXLadCgQV7zo7a21rN+7dq1pFKpaOfOnVRSUkKzZs2i2NhYMplMnpqMjAyKi4ujvXv3UnFxMY0fP56GDh1KTqezK4Z0R3Jycuj111+nnTt3EgD69NNPvda3Vw6TJk2i5ORkys/Pp/z8fEpOTqapU6d21jDvyI9lM3fuXJo0aZLXHDIYDF413S2biRMn0rZt2+j48eP0n//8h6ZMmUK9e/cmi8XiqQnUOcPNbDv605/+RImJiZ7HOTk5JBaL6fLly55lH3/8MSkUCjIajURE9MEHH5BaraaWlhZPzZo1a0iv15MgCERE9Oqrr9KAAQO8nuu3v/0tjRkzpiOHc9e2bdt202b2xheX6/XEXHr6fLleQkIC/eUvf/G7vr2y6g5SUlIoIyPDa9mAAQPotdde66Ij6njLly+noUOH+lwnCALpdDpau3atZ1lLSwup1WratGkTERE1NjaSTCaj7OxsT83ly5dJLBbTV1991aHH3lFufE1trxxKS0sJAB06dMhTU1BQQADo1KlTHTyq9uGvmX388cf9btMTsqmtrSUA9M033xBRYM8ZfptBOzIajYiMjPQ8LigoQHJyMvR6vWfZxIkTYbPZUFRU5KlJTU31ugnxxIkTUVlZiQsXLnhq0tLSvJ5r4sSJKCwshMPh6MARdazMzExoNBqMGjUKmzZtgiAInnU9MReeL97efvttREVFYdiwYXjrrbe83kLQXlkFOrvdjqKiojb/3mlpacjPz++io+ocZ86cgV6vR2JiItLT01FWVgYAOH/+PKqrq70yUSgUSE1N9WRSVFQEh8PhVaPX65GcnNxtcmuvHAoKCqBWqzF69GhPzZgxY6BWqwM+q7y8PGi1Wtx77714/vnnUVtb61nXE7IxGo0A4OlbAnnOcDPbTs6dO4f33nsPGRkZnmXV1dWIiYnxqouIiIBcLkd1dbXfmtbHP1bjdDpRV1fX7mPpDH/84x/xj3/8A/v27UN6ejqWLl2K1atXe9b3xFx4vlyzcOFCZGdnIzc3F5mZmdiwYQMWLFjgWd9eWQW6uro6uFwun+PsLmP0ZfTo0fjb3/6G3bt3Y/Pmzaiursa4ceNgMBg8475ZJtXV1ZDL5YiIiPBbE+jaK4fq6mpotdo2+9dqtQGd1eTJk7Fjxw58/fXX+POf/4wjR45gwoQJsNlsALp/NkSEJUuW4IEHHkBycjKAwJ4z3MzewNeFBTd+FRYWem1TWVmJSZMm4Re/+AWee+45r3UikajNcxCR1/Iba+jqBSq3W9OR7iSXm/n973+PsWPHYtiwYVi6dClWrVqFd955x6umJ+bSXeaLL7eT1eLFi5GamoohQ4bgueeew6ZNm5CVlQWDweDZX3tl1R34Gmd3G+P1Jk+ejJkzZ2Lw4MH4+c9/ji+++AIA8NFHH3lq7iST7phbe+RwKz9rgWbWrFmYMmUKkpOTMW3aNHz55Zc4ffq0Zy75012yyczMxLFjx/Dxxx+3WReIc0baIXsNYJmZmUhPT79pTZ8+fTzfV1ZWYvz48Rg7diw+/PBDrzqdTofDhw97LWtoaIDD4fD85qPT6dr8ptL6p44fq5FKpYiKirr1wd2F283ldo0ZMwYmkwk1NTWIiYnpkbl0p/niy91k1XqV8dmzZxEVFdVuWQU6jUYDiUTic5zdZYy3IjQ0FIMHD8aZM2cwY8YMAO6zQ7GxsZ6a6zPR6XSw2+1oaGjwOsNUW1uLcePGdeqxd5TWuzvcbQ46nQ41NTVt9n/lypVuNcdiY2ORkJCAM2fOAOje2bz00kv4/PPPsX//fsTHx3uWB/Sc6ZB34vYQFRUV1L9/f0pPT/d5BWzrRSqVlZWeZdnZ2W0uUgkPDyebzeapWbt2bZsLepKSkrz2nZGR8ZO/oOdmF4Dd6L333qOgoCDPxTo9MZeePl9u5t///jcB8Fyh315ZdQcpKSn0wgsveC1LSkrq1heA3ailpYXi4uJo5cqVnotY3n77bc96m83m8yKWTz75xFNTWVnZLS8Au9scWi/mOXz4sKfm0KFDAXORE9GPX3BMRFRXV0cKhYI++ugjIuqe2QiCQC+++CLp9Xo6ffq0z/WBOme4mb1Dly9fpnvuuYcmTJhAFRUVXrf3aNV6+6BHHnmEiouLad++fRQfH+91+6DGxkaKiYmh2bNnU0lJCe3atYvCwsJ83mpp8eLFVFpaSllZWT/pWy2Vl5fT0aNHaeXKlaRUKuno0aN09OhRz62VPv/8c/rwww+ppKSEzp49S5s3b6awsDB6+eWXPfvoibn01Plyo/z8fFq/fj0dPXqUysrK6JNPPiG9Xk/Tp0/31LRXVt1B6625srKyqLS0lBYtWkShoaF04cKFrj60DrN06VLKy8ujsrIyOnToEE2dOpVUKpVnzGvXriW1Wk27du2ikpISmj17ts/bC8XHx9O+ffuouLiYJkyYEHC35jKbzZ7XEQCen5vWX/raK4dJkybRkCFDqKCggAoKCmjw4ME/2dtPtbpZNmazmZYuXUr5+fl0/vx5ys3NpbFjx1JcXFy3zuaFF14gtVpNeXl5fm+LGahzhpvZO7Rt2zYC4PPreuXl5TRlyhQKDg6myMhIyszM9LpVEBHRsWPH6MEHHySFQkE6nY5WrFjR5sxRXl4eDR8+nORyOfXp04c2btzY4WO8U3PnzvWZS25uLhG579E7bNgwUiqVFBISQsnJybRhwwZyOBxe++lpuRD1zPlyo6KiIho9ejSp1WoKCgqi++67j5YvX05NTU1ede2VVXfw/vvvU0JCAsnlcrr//vs9t9rprlrvfSmTyUiv19OTTz5JJ06c8KwXBIGWL19OOp2OFAoFPfTQQ1RSUuK1j+bmZsrMzKTIyEgKDg6mqVOn0sWLFzt7KHclNzfX52vK3Llziaj9cjAYDDRnzhxSqVSkUqlozpw51NDQ0EmjvDM3y8ZqtVJaWhpFR0eTTCaj3r1709y5c9uMu7tl469n2bZtm6cmUOeM6OoAGWOMMcYYCzh8NwPGGGOMMRawuJlljDHGGGMBi5tZxhhjjDEWsLiZZYwxxhhjAYubWcYYY4wxFrC4mWWMMcYYYwGLm1nGGGOMMRawuJlljDHGGGMBi5tZxhgLUFlZWUhLS7urfdTW1iI6OhqXL19up6NijLHOxZ8AxhhjAchms6Fv377Izs7Ggw8+eFf7WrJkCUwmE7Zs2dJOR8cYY52Hz8wyxlgA2rlzJ5RK5V03sgDw7LPPYseOHWhoaGiHI2OMsc7FzSxjjHWhK1euQKfTYfXq1Z5lhw8fhlwux549e/xul52djenTp3stmzdvHmbMmIHVq1cjJiYG4eHhWLlyJZxOJ1555RVERkYiPj4eW7du9dpu8ODB0Ol0+PTTT9t3cIwx1gm4mWWMsS4UHR2NrVu3YsWKFSgsLITFYsHTTz+NBQsW3PT9sAcOHMDIkSPbLP/6669RWVmJ/fv3Y/369VixYgWmTp2KiIgIHD58GBkZGcjIyMClS5e8tktJScGBAwfafXyMMdbR+D2zjDH2E/Diiy9i3759GDVqFL7//nscOXIEQUFBPmsbGxsRERGB/fv3e73NYN68ecjLy0NZWRnEYve5igEDBkCr1WL//v0AAJfLBbVajS1btiA9Pd2z7ZIlS3D06FHk5uZ24CgZY6z98ZlZxhj7CVi3bh2cTif+/ve/Y8eOHX4bWQBobm4GAJ81gwYN8jSyABATE4PBgwd7HkskEkRFRaG2ttZru+DgYFit1rsdBmOMdTpuZhlj7CegrKwMlZWVEAQB5eXlN62NioqCSCTyecGWTCbzeiwSiXwuEwTBa1l9fT2io6Pv8OgZY6zrcDPLGGNdzG63Y86cOZg1axbefPNNzJ8/HzU1NX7r5XI5Bg4ciNLS0nY7huPHj2P48OHttj/GGOss3MwyxlgXe/3112E0GvHuu+/i1VdfRVJSEubPn3/TbSZOnIiDBw+2y/NbrVYUFRXd9QcwMMZYV+BmljHGulBeXh42bNiA7du3IywsDGKxGNu3b8fBgwexceNGv9s9//zzyMnJgdFovOtj+Oyzz9C7d+92uWctY4x1Nr6bAWOMBahf/vKXGD58OJYtW3ZX+0lJScGiRYvwq1/9qp2OjDHGOg+fmWWMsQD1zjvvQKlU3tU+amtr8dRTT2H27NntdFSMMda5+MwsY4wxxhgLWHxmljHGGGOMBSxuZhljjDHGWMDiZpYxxhhjjAUsbmYZY4wxxljA4maWMcYYY4wFLG5mGWOMMcZYwOJmljHGGGOMBSxuZhljjDHGWMDiZpYxxhhjjAWs/w/0u7H6Vk1X7gAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(8, 3))\n", + "plt.plot(x, htim[0, 0], label=\"timflow top aquifer\")\n", + "plt.plot(x, htim[1, 0], label=\"timflow bot aquifer\")\n", + "plt.plot(xmf, hmf[0], \"k--\", label=\"modflow top aquifer\")\n", + "plt.plot(xmf, hmf[-1], \"k:\", label=\"modflow bot aquifer\")\n", + "plt.legend()\n", + "plt.title(f\"aquifer below land is unconfined. head at t={t} d\", fontsize=9)\n", + "plt.xlabel(\"x (m)\")\n", + "plt.ylabel(\"head(m)\")\n", + "plt.grid()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "944e386c-ec50-4418-bd36-d4473daff358", + "metadata": {}, + "outputs": [], + "source": [ + "t = 2\n", + "htim2 = ml.headalongline(x, 0, t)\n", + "# # compute modflow\n", + "# hinit2 = np.zeros((nlay, nrow, ncol))\n", + "# hinit2[:, 0] = hmf\n", + "# hinit2[0, 0, :nleft] -= leffaq\n", + "# hinit2[1:-1, 0, :nleft] -= leffll\n", + "# hinit2[-1, 0, :nleft] -= leffaq\n", + "# hmf2, xmf2 = modflow(hinit2, ghb2, perlen, nstep, Sphreatic)\n", + "# np.savetxt('hmfphre2.dat', hmf2)\n", + "# load modflow solution\n", + "hmf2 = np.loadtxt(\"./data/hmfphre2.dat\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "ab691172-8c5f-41f3-bcea-bab050f600c0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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qMGvWrFx7NV1dXdm0aRPjx4/HysqKiRMnsnnzZlxcXDRlmjVrRkpKCo0bNwaye0zj4+PznfA+r82fx83NTTMG1sbGhmPHjvHuu+/m61i1Ws2sWbNwcnLCwsKCefPmsWHDhlx78VxdXfn111/p0qULjo6OpKWlUbVq1XzH2aFDB6ZPn87AgQOxsLCgXr16nDt3DoAePXowePBg2rZti4ODA2fOnOHvv/9GT08v3+cvqMczO+zduxdnZ2dsbGzo1q2bpve6ZcuWTJo0ic6dO+Po6IharaZatWqa46Oiol54toInPet+NDMzY968efTt2xdzc3N++OGHHGN09fX12bp1Kzt37sTa2prRo0fz+eef51nXu+++S+fOnalevTplypThwoULNGrUSLPfzc2NXr164e7ujqWlZa6zJzRv3pwGDRpQtmxZLC0tX+i6r1+/zvz58wkLC6N8+fK59gD/1+rVq4mOjsbOzo5u3bo98/qEKIlUSn6/rxNClGjDhg0jNjY23ytPCSGEEG8K6eEVQgghhBCvNUl4hRBCCCHEa02GNAghhBBCiNea9PAKIYQQQojXmiS8QgghhBDitSYJrxBCCCGEeK0V/eSKryC1Ws2tW7cwMzNDpVJpOxwhhBBCCPEfiqKQkJBAmTJlnrtCoSS8ubh16xZOTk7aDkMIIYQQQjxHdHT0c5dAl4Q3F2ZmZkB2A5qbmxd5fRkZGezatYtWrVqhr69f5PW9SqRtciftkjdpm9xJu+RN2iZ30i55k7bJXXG3S3x8PE5OTpq87Vkk4c3F42EM5ubmxZbwmpiYYG5uLj84/yFtkztpl7xJ2+RO2iVv0ja5k3bJm7RN7rTVLvkZfioPrQkhhBBCiNeaJLxCCCGEEOK1JgmvEEIIIYR4rckYXiGEEOIVkpWVRUZGRpHXk5GRgZ6eHqmpqWRlZRV5fa8SaZvcFUW76Ovro6ur+9LnkYRXCCGEeEUkJiZy48YNFEUp8roURcHBwYHo6GiZk/4/pG1yVxTtolKpeOuttzA1NX2p80jCWxIoam1HIIQQooTLysrixo0bmJiYYGtrW+SJllqtJjExEVNT0+dO6v+mkbbJXWG3i6Io3Lt3jxs3blCpUqWX6umVhLcE0Dm5mBYXZ6KjEwiVWoJzYzAq+unQhBBCvDoyMjJQFAVbW1uMjY2LvD61Wk16ejpGRkaS1P2HtE3uiqJdbG1tiYyMJCMjQxLeV50qIgDTtDsQvDj7paMHb9WHis3BtTk41gL5gRJCCEH+5hwV4nVRWPe7JLwlQNb7CzixaRZ1reLRjQiARxEQdTj7tX8ymNpD5XfBzRdcvEG/6P+yF0IIIYR4XUjCWxIYmXPbsg7qNr7o6uvDwwi4th+u7IVrAZB4B04tz37pGWf3/Lq3zU6AjS21Hb0QQgghRIkm35OXRNYVoO7n8NEq+PoafLIJ6vUB87cgMwXCdsCWL2CKK6zuCmfWQWq8tqMWQggh8iUgIACVSkVsbOxLnSc5OZnOnTtjbm6uOZ+zszMzZ84slDjfVLl9Plu2bMHV1RVdXV2GDRumtdgKSnp4Szo9Q3Btkf3ynQK3z0GYP1zYAvdC4fK/2S9dQ6j0Dnh+mD38Qc9Q25ELIYQQ+Pj4ULNmzRxJqJeXFzExMVhYWLzUuZcvX05QUBCHDx+mdOnSL32+gsjt+l51uX0+/fr1o2fPngwZMgQzMzMtRlcwkvC+SlQqcPTMfvmMhruhcGEznN8ED8Lh0vbsl7EVVOsCNbtBmVrZxwkhhBAlhIGBAQ4ODi99nqtXr+Lu7k61atUKISrx2H8/n8TERO7evUvr1q0pU6ZMgc+bnp6OgYFBYYT4wmRIw6vMzh2ajYFBJ+CLw9D4SzArAymP4MRCWNgM5jeEQ7Mh6YG2oxVCCFGIFEUhOT2zSF8p6Vm5bs/vwhd+fn4EBgYya9YsVCoVKpWKyMjIp74yX7ZsGZaWlmzfvh03NzdMTEzo0qULSUlJLF++HGdnZ6ysrBg8eLBmBS8fHx+mTZvGgQMHUKlU+Pj45BpDVFQU7du3x9TUFHNzcz788EPu3LkDQFxcHLq6ugQHB2va1Nramnr16mmOX7NmDY6Ojrmeu2fPnrleH0BgYCD169fH0NAQR0dHRo8eTWZmpuZYHx8fBg0axKBBg7C0tMTGxoaxY8c+s22vXr1K+/btsbe3x9TUlHr16rFnz54cZe7evUu7du0wNjamQoUKrFq1Kscwj8jISFQqFSEhIZpjYmNjUalUBAQEADmHNAQEBGh6dJs3b56j3OHDh2natCnGxsY4OTkxdOhQkpKSNOd1dnZm8uTJ+Pn5YWFhQZ8+ffK8tqImPbyvA5UK7Ktmv5qPy37QLWR1dm/vvVDYPQ72TYaqHaFeb3irrvT6CiHEKy4lIwuP73Zqpe6LE1tjYvD8FGLWrFlcvnyZatWqMXHiROB/86r+V3JyMrNnz2bt2rUkJCTQqVMnOnXqhKWlJf7+/ly7do3OnTvTuHFjunbtyqZNmxg9ejTnz59n06ZNufYcKopChw4dKFWqFIGBgWRmZjJgwAC6du1KQEAAFhYW1KxZk4CAAOrUqcPZs2cBOHv2LPHx8ZibmxMQEIC3t3eu1zdz5kzCw8Ofur6bN2/i6+uLn58fK1as4NKlS/Tp0wcjIyMmTJigOX758uX06tWLY8eOcfLkSfr27Uv58uXzTAwTExPx9fVl8uTJGBkZsXz5ctq1a0dYWBjlypUDsv/IiI6OZt++fRgYGDBkyBDu3r373M8qL15eXoSFheHm5sbGjRvx8vLC2tqac+fO0bp1ayZNmsTixYu5d+8egwYN4uuvv+bPP//UHD9lyhTGjRvH2LFjCxxDYZCE93Wjo/u/Mb+pcdnDHYKXQUwInF2b/XKonp34Vv8ADEppO2IhhBCvKQsLCwwMDDAxMXnuEIaMjAwWLFhAxYoVAejSpQt//vknd+7cwdTUFA8PD5o1a8b+/fvp2rUr1tbWmJiYPHN4xJ49ezh79iwRERE4OTkB8Oeff1K1alVOnDhBvXr18PHxISAggK+++oqAgABatGjBtWvXOHjwIL6+vgQEBPDll1++0PXNnz8fJycn5s6di0qlokqVKty6dYtRo0bx3XffaRZlcHJyYsaMGahUKtzc3Dh37hwzZszIM+GtUaMGNWrU0LyfPHkymzdvZtu2bQwaNIjLly/zzz//cPToUd5++20AFi9ejLu7+zPb/lkMDAyws7MDwNraWnOdU6ZMoVu3bpoH2CpVqsTMmTNp1qwZCxcuxMTEBMjuFR4xYkSB6y8skvC+zowsoG7P7NfNYDixGM5vzH7w7e+hsHs81OsF9fuC2cuPpRJCCFF8jPV1uTixdZGdX61WkxCfgJm52VOrZhnrF3zFq7yYmJhokl0Ae3t7nJ2dMTU1zbHtRXorQ0NDcXJy0iS7AB4eHlhaWhIaGqpJeBcvXoxarSYwMJAWLVpQrlw5AgMDqV27NpcvX86zh/dZ9TZs2DDHogmNGjUiMTGRGzduaHpjGzRokKNMw4YNmTZtGllZWbmuKpaUlMT333/P9u3buXXrFpmZmaSkpBAVFaWpV09Pj7p162qOqVKlCpaWli8Uf34EBwdz5coVVq1apdmmKApqtZqIiAiqVq0KkCMWbZKEtwT5448/iI+P5+OPP8bZ2RmABw8ecOHCBRwcHKhcuXLBT162Tvar1WQIWZWd/D6KgKBpcHhO9uwODQeDXZXCuRghhBBFSqVS5WtYQUGp1WoyDXQxMdArluVz9fX1c7xXqVS5blOr1fk+p6Ioua7U9eT2pk2bkpCQwKlTpwgKCmLSpEk4OTnx448/UrNmTezs7F64hzS3eh+PzX2ZlcNGjhzJzp07mTp1Kq6urhgbG9OlSxfS09PzXcfjz/LJscIZGRkvHItaraZfv34MGTIkx7bExMQcf7iUKlUyvkmWh9ZKkLlz5zJmzJgcY5sOHTqEt7c3n376aY6yQ4cO5eOPP+bEiRMvVomJNXgNhsHB0HUlOL0NWelweiXMfxtWfQhRRwvhaoQQQojsr8QfP2hW3Dw8PIiKiiI6Olqz7eLFi8TFxWmS2MfjeB8PP/Dw8KBJkyacPn2a7du3P7d3N7fr8/Dw4PDhwzmSysOHD2NmZkbZsmU1244ezfnv7dGjR6lUqVKuvbsAQUFB+Pn50bFjR6pXr46Dg0OOnMHd3Z3MzExOnjyp2RYWFpZjPl1bW1sAYmJiNNuefIAtv2rXrs2FCxdwdXXN8XJxcdHaTAzPIglvCdK5c2c+//zzHD8MOjo6VK5cGRcXlxxl/f39Wbt2LSkpKZptO3fupHz58gwaNOj5lenogns76LULPt+V/f+oIHwnLGkNy9+H64cL69KEEEK8oZydnTl27BiRkZHcv3//hXpoX1bLli3x9PSke/funDp1iuPHj9OjRw+8vb1zfNXu4+PDypUr8fb2RqVSYWVlhYeHB+vWrctz9ofHcru+AQMGEB0dzeDBg7l06RJbt25l/PjxDB8+PEdveXR0NMOHDycsLIw1a9YwZ84chg4dmmddrq6ubNq0iZCQEM6cOUO3bt1ytKebmxvvvvsuffr04dixYwQHB9O7d2+MjY01ZYyNjWnQoAE///wzFy9e5MCBAwV6oGzUqFEcOXKEgQMHEhISQnh4ONu2bePrr79+4XMVB0l4S5Dx48ezePFiKlWqpNnWtm1bzQ/Ck6ZMmcLUqVOpXr26ZtulS5eIiorSTLfyWNeuXenfvz/Xr1/PveJyb2f39g4OhtqfgY4eRATC0jawvB1EHiq8ixRCCPFGGTFiBLq6unh4eGBra6sZb1ocVCoVW7ZswcrKiqZNm9KyZUtcXFxYt25djnLNmjUjKysrR3Lr7e1NVlbWc3t4c7u+smXL4u/vz/Hjx6lRowb9+/enV69eTyWWPXr0ICUlhfr16zNw4EAGDx5M375986xrxowZWFlZ4eXlRbt27WjdujW1a9fOUWbp0qU4OTnh7e1Np06d6Nu3r+ahs8eWLFlCRkYGdevWZejQoUyePPmZ15gbT09PAgMDCQ8Pp0mTJtSqVYvx48djb2//wucqDiolv5PpvUHi4+OxsLAgLi4Oc3PzIq8vIyMDf39/fH19nxqv9CLi4+M5ffo0xsbG1K9fH8ieY9Da2hq1Ws2NGzc0vcdnz57l/v37NG7c+OmvHh5dh4PT4fQqUP//uB7nJtByQvaUZsWosNrmdSPtkjdpm9xJu+TtVWmb1NRUIiIiqFChAkZGRkVen1qt1kzNVRxjeF8lhdE2xblCm7OzM8OGDSvyJYGL4p551n3/Ivma3MGvEXNzc7y9vTXJLoChoSGbNm1i4sSJOYZKzJkzhxYtWvDNN988fSKr8tBuFgw5BXU/Bx19iAyCRS3grx7w4GpxXI4QQgghRKGQhPc1Z2RkRPv27Rk3blyO7VZWVtjZ2dGqVSvNtsjISD744AM2btyYvcGyHLSdAUNOQ81PABVc3Arz6sOOEZB4rxivRAghhBCiYGRasjfUr7/+ys8//5zjCdINGzawYcMG7ty5Q+fOnf9X2NIJOsyDhgNgzwQI35W9dPGZNdBoGHgNAn3jp+oQQgghRO4eL89bHHJb2e5NIz28bzAdHZ0cU5+0adOGr7/+OsecemlpaXh7e7NgwQLSLF2h+3r47G8oUwvSE2H/ZJj3NlzyBxkOLoQQQogSSHp4hUbVqlX55Zdfcmzbvn07Bw4cIDw8nN69e2dvrNAUeu+DC5tg1ziIvQ5rPwbXlvDuL1DaVQvRCyGEEELkTnp4xTO1aNGCWbNmMX78+BxPL4/97jsOxjnAoBPQeHj2g21X9sD8BtlLFqclajFqIYQQQoj/kYRXPJOlpSVDhgyhX79+mm3Hjh3jhx9+oFmzZtx+lAgtx8OAo+D6TvY0ZodmZie+4bu1F7gQQgghxP+ThFe8MHt7e/r06UOvXr1wcHDI3ljaldDaE1E+WpM9u0NcNKzqAhv7QNJ97QYshBBCiDeajOEVL8zZ2Zk//vgjxwwPt2/fpk7dulStWpV/t+3A5uzvcHQ+nPsre6jDuz+D54egUmkxciGEEEK8iaSHVxSY6onkNTg4GB0dHfT09LB2cILWP0CvPWBXFVIewua+sLIzxN3QYsRCCCFKgoCAAFQqFbGxsS91nuTkZDp37oy5ubnmfM7OzsWyetljPj4+Rb6CWXHL7fPZsmULrq6u6OrqvpLXKwmvKBTvvfceERERLFmyRJMIZzrUYMSVBkS4DwRdQ7i6F+Z7wdm/ZAozIYR4Q+SWEHp5eRETE4OFhcVLnXv58uUEBQVx+PDhQjmftixbtgxLS0tth6GR2+fTr18/unTpQnR0NJMmTdJidAUjQxpEobG1tcXW1lbzfsmSJUybMYM1ZcoQeTIA/e2D4GYwbOoDl3Zkr+JmYq3FiIUQQmiDgYHB/54BeQlXr17F3d2datWqFUJU4rH/fj6JiYncvXuX1q1bU6ZMmQKfNz09HQMDg8II8YVJD68oMg0aNKBly5aMGjUKfUcP+HwXNPsWVLpwcQvMbwjhe7QdphBCvJoUBdKTivaVkZz79nx+S+fn50dgYCCzZs1CpVKhUqmIjIx86ivzxz2c27dvx83NDRMTE7p06UJSUhLLly/H2dkZKysrBg8eTFZWFpDdczxt2jQOHDiASqXCx8cn1xiioqJo3749pqammJub8+GHH3Lnzh0A4uLi0NXVJTg4+P+bVMHa2pp69eppjl+zZg2Ojo7PvM7MzEwGDRqEpaUlNjY2jB07NsdzLo8ePaJHjx5YWVlhYmJCmzZtCA8PB7KHD/Ts2ZO4uDhNG02YMCHXeq5evUr79u2xt7fH1NSUevXqsWdPzn9H7969S7t27TA2NqZChQqsWrUqxzCPyMhIVCoVISEhmmNiY2NRqVSa1d+e/HwCAgIwMzMDoHnz5jnKHT58mKZNm2JsbIyTkxNDhw4lKSlJc15nZ2cmT56Mn58fFhYW9OnT55ntWJSkh1cUGU9PT3bt2vW/H3pdPU6ZtWTU3k3MapyAR+INWNUZ6vWGVpNleWIhhHgRGcnwY8F7255HB7DMa+eYW2BQ6rnnmDVrFpcvX6ZatWpMnDgRyP42MLelbpOTk5k9ezZr164lISGBTp060alTJywtLfH39+fatWt07tyZxo0b07VrVzZt2sTo0aM5f/48mzZtyrXnUFEUOnToQKlSpQgMDCQzM5MBAwbQtWtXAgICsLCwoGbNmgQEBFCnTh3Onj0LwNmzZ4mPj8fc3JyAgAC8vb2feZ3Lly+nV69eHDt2jJMnT9K3b1/Kly+vSfD8/PwIDw9n27ZtmJubM2rUKHx9fbl48SJeXl7MnDmT7777jrCwMABMTU1zrScxMRFfX18mT56MkZERy5cvp127doSFhVGuXDlNXdHR0ezbtw8DAwOGDBnC3bt3n/tZ5cXLy4uwsDDc3NzYuHEjXl5eWFtbc+7cOVq3bs2kSZNYvHgx9+7dY9CgQXz99df8+eefmuOnTJnCuHHjGDt2bIFjKAyS8Ioi9fiv1cdGjBjB/qBjTLDrxF+fvwfHf4cTiyDqKHywDEpX0l6wQgghCpWFhQUGBgaYmJg8dwhDRkYGCxYsoGLFigB06dKFP//8kzt37mBqaoqHhwfNmjVj//79dO3aFWtra0xMTJ45PGLPnj2cPXuWiIgInJycAPjzzz+pWrUqJ06coF69evj4+BAQEMBXX31FQEAALVq04Nq1axw8eBBfX18CAgL48ssvnxm7k5MTM2bMQKVS4ebmxrlz55gxYwZ9+vTRJLqHDh3Cy8sLgFWrVuHk5MSWLVv44IMPsLCwQKVSPbeNatSoQY0aNTTvJ0+ezObNm9m2bRuDBg3i8uXL/PPPPxw9epS3334bgMWLF+Pu7v7M8z6LgYEBdnZ2AFhbW2tinDJlCt26ddOMz65UqRIzZ86kWbNmLFy4EBMTEyC7V3jEiBEFrr+wSMIritXixYsZN24cU6ZMAUdHqNwKNvWDO+fhd29oNzN7+jIhhBDPpm+S3dNaRNRqNfEJCZibmaGj858RkPomhV6fiYmJJtmF7DnfnZ2dc/R22tvbv1BvZWhoKE5OTppkF8DDwwNLS0tCQ0M1Ce/ixYtRq9UEBgbSokULypUrR2BgILVr1+by5cvP7eFt0KBBjs6dhg0bMm3aNLKysggNDUVPT0+TgALY2Njg5uZGaGhovq8FICkpie+//57t27dz69YtMjMzSUlJISoqSnO9enp61K1bV3NMlSpViuSBuODgYK5cucKqVas02xRFQa1WExERQdWqVQFyxKJNkvCKYlWhQgVWrlz5vw2uLfnuwfukntvG97XuYbypD0QGwbu/gEHh/0IVQojXhkqVr2EFBaZWg35Wdh3/TXiLwJPL10P2N4S5bVOr1fk+p6IoORLR3LY3bdqUhIQETp06RVBQEJMmTcLJyYkff/yRmjVrYmdn91I9pEoe453ziu1ZRo4cyc6dO5k6dSqurq4YGxvTpUsX0tPTc9T1rPM+/uPlybgyMjJeKA7I/oOoX79+DBkyJMe2xMTEHH+4lCpVhPfoC5CH1oRWRURE8OO0OUz55xr7TDsAKji1Aha1gHth2g5PCCHESzIwMNA8aFbcPDw8iIqKIjo6WrPt4sWLxMXFaZLYx+N4586di0qlwsPDgyZNmnD69Gm2b9/+3N5dgKNHjz71vlKlSujq6uLh4UFmZibHjh3T7H/w4AGXL1/WxJDfNgoKCsLPz4+OHTtSvXp1HBwccoyHdnd3JzMzk5MnT2q2hYWF5ZhP9/FsSjExMZptTz7All+1a9fmwoULuLq65ni5uLhobSaGZ5GEV2hVhQoV2Lx5M0OGDOG9b1ZAjy1Qyg7uXoSFzVGF+Ws7RCGEEC/B2dmZY8eOERkZyf3791+oh/ZltWzZEk9PT7p3786pU6c4fvw4PXr0wNvbO8dX7T4+PqxcuRJvb29UKhVWVlZ4eHiwbt26PGd/eFJ0dDTDhw8nLCyMNWvWMGfOHIYOHQpkj21t3749ffr04eDBg5w5c4ZPPvmEsmXL0r59eyC7jRITE9m7dy/3798nOTk513pcXV3ZtGkTISEhnDlzhm7duuVoTzc3N95991369OnDsWPHCA4Opnfv3hgb/++hcGNjYxo0aMDPP//MxYsXOXDgQIEeKBs1ahRHjhxh4MCBhISEaMYqf/311y98ruIgCa/Qunbt2jFr1qzsNy4+pHy2m892m3H1djx6G3pQ5dYGUIrvF6QQQojCM2LECE1Pp62trWa8aXFQqVRs2bIFKysrmjZtSsuWLXFxcWHdunU5yjVr1oysrKwcya23tzdZWVn56uHt0aMHKSkp1K9fn4EDBzJ48GD69u2r2b906VLq1KlD27ZtadiwIYqi4O/vrxmy4eXlRf/+/enatSu2trb8+uuvudYzY8YMrKys8PLyol27drRu3ZratWvnKLN06VKcnJzw9vamU6dO9O3bV/PQ2WNLliwhIyODunXrMnToUCZPnvzca/wvT09PAgMDCQ8Pp0mTJtSqVYvx48djb2//wucqDiolr8Elb7D4+HgsLCyIi4vD3Ny8yOvLyMjA398fX1/fp8YrvYlGjBjBtGnTqFTWitDPM9HVUaGu2BKdLovB2FLb4ZUIcs/kTdomd9IueXtV2iY1NZWIiAgqVKiAkZFRkdenVqs1U3M99dDaG+5VaxtnZ2eGDRtW5EsCF0W7POu+f5F8reR/SuKNM2TIEJo2bcqcxWtQOiwgS6WPztU9sLA53L2k7fCEEEII8YqRWRpEiVOuXDnNKi8ZGRkcDLuP2YlZ6N2+TI1FLaDTQqjiq+0whRBCCPGKkIRXlEhPTqkSnWnN2PXp3LubwvaPFJqv7Qatf4AGA7Kn5RFCCCFEnnJb2e5NI0MaRImnUqlwr1qNt8q7UKdND0CBnWNgx3DIytR2eEIIIYQo4bSe8M6fP18zELlOnToEBQU9s3xgYCB16tTByMgIFxcXfvvtt6fKxMbGMnDgQBwdHTEyMsLd3R1/f5ne6lVlZmbG1q1bCQw8gEXX+dDqB0BFwqHFsPoDSI3TdohCCCGEKMG0mvCuW7eOYcOG8e2333L69GmaNGlCmzZt8pyyJCIiAl9fX82E0GPGjGHIkCFs3LhRUyY9PZ133nmHyMhINmzYQFhYGAsXLqRs2bLFdVmiCOjo6ODo6Jg9hMFrEH/bDaHinCQC9+6Cxa3h0XVthyiEEEKIEkqrY3inT59Or1696N27NwAzZ85k586dLFiwgJ9++ump8r/99hvlypVj5syZQPaKIidPnmTq1Kl07twZyJ5b7uHDhxw+fFgzvUz58uWfGUdaWhppaWma9/Hx8UD2VDUFWW7vRT2uozjqetXk1jaKojBz4yHuJalZd1kfb+dQlEUtyOy6BhxrainS4iX3TN6kbXIn7ZK3V6VtMjIyUBQFtVpdLIs3PJ619HGd4n+kbXJXFO2iVqtRFIWMjAx0dXVz7HuRn1mtzcObnp6OiYkJ69evp2PHjprtQ4cOJSQkhMDAwKeOadq0KbVq1frfIgXA5s2b+fDDD0lOTkZfXx9fX1+sra0xMTFh69at2Nra0q1bN0aNGvVUQz02YcIEvv/++6e2r169GhMTk0K4WlHY0tLS2LZtGx+/503jqNlYpESRqWPE8QpDuGdeTdvhCSFEodPT08PBwQEnJ6cSuXSrEEUhPT2d6Ohobt++TWZmzud2kpOT6datW77m4dVaD+/9+/fJysp6akUOe3t7bt++nesxt2/fzrV8ZmYm9+/fx9HRkWvXrrFv3z66d++Ov78/4eHhDBw4kMzMTL777rtcz/vNN98wfPhwzfv4+HicnJxo1apVsS08sXv3bt55550SPem5NjyrbTR/KKV1Jmv9pyzcsI9uqdMo9eEClKqdtBBt8ZF7Jm/SNrmTdsnbq9I2qampREdHY2pqWiwLTyiKQkJCAmZmZjlmzhHSNnkpinZJTU3F2NiYpk2b5rrwRH5pfVqy/zaIoijPbKTcyj+5Xa1WY2dnxx9//IGuri516tTh1q1bTJkyJc+E19DQEENDw6e26+vrF+svv+Ku71XyzLbRt2Z2bAuG+vvze3A6x3X7YJD6CBr0L94gtUDumbxJ2+RO2iVvJb1tsrKyUKlU6OjoFMvqXo+/kn5c56vAx8eHmjVraoY+Jicn8+mnn7J7924SEhJ49OgRNWvWfOlVx17FtilMAQEBNGvWjEePHmFpaQnAli1bGDFiBBEREQwaNCjHt/EvQ0dHB5VKlevP54v8vGrtUypdujS6urpP9ebevXs3z3WYHRwcci2vp6eHjY0NAI6OjlSuXDnH8AV3d3du375Nenp6IV+FKCkaNm6Co6MjPdo1xUBXBf+Ogj0TQFbOFkKIN9by5csJCgri8OHDxMTEYGFhUewx+Pj4FPmSvsXNy8vrqfbs168fnTt35vz580ycOFGL0eVOawmvgYEBderUYffu3Tm27969Gy8vr1yPadiw4VPld+3aRd26dTVZfqNGjbhy5UqOwdKXL1/G0dFRxjy9xurVq8f58+f58ve90HwcAErQdNg2CNRZWo5OCCGENly9ehV3d3eqVauGg4ODDD8oJAYGBjnaMzExkbt379KqVSscHR0xMzMr0HmLsmNSq/3ww4cPZ9GiRSxZsoTQ0FC+/PJLoqKi6N8/+6vob775hh49emjK9+/fn+vXrzN8+HBCQ0NZsmQJixcvZsSIEZoyX3zxBQ8ePGDo0KFcvnyZHTt28OOPPzJw4MBivz5RvKytrVHp6EDTEWS0mcH7a1NYvnQJbOwNWSX76WshhCiopKSkPF+pqan5LpuSkpKvsi/Kx8eHwYMHM2zYMKysrLC3t+ePP/4gKSmJnj17YmZmRsWKFfnnn39yHBcYGEj9+vUxNDTE0dGR0aNH53hoKSkpiR49emBqaoqjoyPTpk17qt5p06Zx4MABVCoVPj4+ucYXFRVF+/btMTU1xdzcnA8//JA7d+4AEBcXh66uLsHBwUD2MEpra2vefvttzfFr1qzJnjYzF35+fgQGBjJr1ixUKhUqlUqz6tnzrs/Hx4dBgwYxaNAgLC0tsbGxYezYsTxrroGrV6/Svn177O3tMTU1pV69euzZsydHmbt379KuXTuMjY2pUKECq1atwtnZWTMMJDIyEpVKRUhIiOaY2NhYVCoVAQEBQPaQBpVKRWxsLAEBAZoEt2XLllhZWWnKHT58mKZNm2JsbIyTkxNDhgzJcQ85OzszefJk/Pz8sLCwoE+fPnle28vSasLbtWtXZs6cycSJE6lZsyYHDhzA399fM41YTExMjjl5K1SogL+/PwEBAdSsWZNJkyYxe/ZszZRkAE5OTuzatYsTJ07g6enJkCFDGDp0KKNHjy726xPas+xsFtsvZzLwn1RuH9sAf30GmWnPP1AIIV4xpqameb6e/PcRwM7OLs+ybdq0yVHWxcWFt956C3Nz8xzlCmL58uWULl2a48ePM3jwYL744gs++OADvLy8OHXqFK1bt+bTTz8lOTkZgJs3b+Lr60u9evU4c+YMCxYsYPHixUyePFlzzpEjR7J//342b97Mrl27CAgI0CSmAJs2baJPnz40bNiQmJgYNm3a9FRciqLQoUMHHj58SGBgILt37+bq1at07doVAAsLC2rWrKlJ4M6ePav57+MHpgICAvD29s71umfNmkXDhg3p06cPMTExxMTE4OTklK/re9xuenp6HDt2jNmzZzNjxgwWLVqUZzsnJibi6+vLnj17OH36NK1bt6Zdu3Y5cik/Pz8iIyPZt28fGzZsYP78+dy9ezfPcz6Pl5cXYWFhAKxfv55Lly7h5eXFuXPnaN26NZ06deLs2bOsW7eOgwcPMmjQoBzHT5kyhWrVqhEcHMy4ceMKHMdzKeIpcXFxCqDExcUVS33p6enKli1blPT09GKp71VS0LbJyspSRo8erWz/faKiTLRVlPHmirKig6KkJRVRpMVL7pm8SdvkTtolb69K26SkpCgXL15UUlJScmwH8nz5+vrmKGtiYpJnWW9v7xxlS5cunWu5F+Xt7a00btxY8z4zM1MpVaqU8umnn2q2xcTEKIBy5MgRRVEUZcyYMYqbm5uiVqs1ZebNm6eYmpoqWVlZSkJCgmJgYKCsXbtWs//BgweKsbGxMnToUM22oUOHPnVd5cuXV2bMmKEoiqLs2rVL0dXVVaKiojT7L1y4oADK8ePHFUVRlOHDhytt27ZVFEVRZs6cqXTp0kWpXbu2sm7dOiUrK0upXLmysmDBgmde/5Mx5ef6Hh/n7u6eo8yoUaMUd3f3POvKjYeHhzJnzhxFURQlLCxMAZSjR49q9oeGhiqApk0iIiIUQDl9+rSmzKNHjxRA2b9/v6IoirJ//34FUB49epRj/969e5VHjx4pWVlZyqeffqr07ds3RyxBQUGKjo6O5h4uX7680qFDh2fGn9d9rygvlq9pfZYGIYqCjo7O/xYvudYU1nzM3bN7sEzthEGP9WBYsPFFQghR0iQmJua577/zzz+rJ++/sw1cu3aN+Ph4zM3NX3omAk9Pzxwx2djYUL16dc22xw+rP44vNDSUhg0b5hhz26hRIxITE7lx4waPHj0iPT2dhg0bavZbW1vj5ub2QnGFhobi5OSEk5OTZpuHhweWlpaEhoZSr149fHx8WLx4MWq1msDAQFq0aIGTkxOHDh2icePGXL58Oc8e3mfV+6zrK1euHAANGjTIUaZhw4ZMmzaNrKysXNcWSEpK4vvvv2f79u3cunWLzMxMUlJSND28oaGh6OnpUbduXc0xVapU0cy0UJiCg4O5cuUKq1at0mxT/n9BioiICNzd3QFyxFKUJOEVrz8Xb+6/t5RmrdtSwWIv69PbYvz5FjC20nZkQgjx0kqVKlVkZbOysihVqtRLJ7z/nT7q8TRTT76H/033peQyRanyxDSkSiHNwJNbPf/d3rRpUxISEjh16hRBQUFMmjSJsmXL8sMPP7B//37s7Ow0ydvL1Kv8Z5rVghg5ciQ7d+5k6tSpuLq6YmxsTJcuXTQPg+Wnjsef9ZNtXJBVCNVqNf369WPIkCFP7Xuc0MOL3ZMv482bPE68kS7GG3MtXpeQOwr3r5yCFR0g5ZG2wxJCCJELDw8PDh8+nCPpOnz4MGZmZpQtWxZXV1f09fU5evSoZv+jR4+4fPnyC9cTFRVFdHS0ZtvFixeJi4vTJLGPx/HOnTsXlUqFh4cHTZo04ezZs+zYseO5vbsGBgZkZeWcLeh51/fYk9f3+H2lSpXyXDk2KCgIPz8/OnbsSPXq1XFwcNA8JAfZ07RmZmZy8uRJzbawsDBiY2M1721tbYHs56gee/IBtvyqXbs2Fy5cwNXV9amXNmbNkoRXvBGaNm3Kzp272LNjC06OdhATAn92hJRYbYcmhBDiPwYMGEB0dDSDBw/m0qVLbN26lfHjxzN8+HB0dHQwNTWlV69ejBw5kr1793L+/Hn8/PxeuCe6ZcuWeHp60r17d06dOsXx48fp0aMH3t7eOb5q9/HxYeXKlXh7e6NSqbCyssLNzY2//vorz9kfHnN2dubYsWNERkZy//591Gr1c6/vsejoaIYPH05YWBhr1qxhzpw5DB06NM+6XF1d2bRpEyEhIZw5c4Zu3brlmKbVzc2Nd999lz59+nDs2DGCg4Pp3bs3xsbGmjLGxsY0aNCAn3/+mYsXL3LgwAHGjh37Qu0KMGrUKI4cOcLAgQMJCQkhPDycbdu2MXjw4Bc+V2GQhFe8MZo2bUqVxm3hs21gYkPIqZPcnfeeJL1CCFHClC1bFn9/f44fP06NGjXo378/vXr1ypF4TZkyhaZNm/L+++/TsmVLGjduTJ06dV6oHpVKxZYtW7CysqJp06a0bNkSFxcX1q1bl6Ncs2bNyMrKypHcNmrUiKysrOf28I4YMQJdXV08PDywtbUlKioqX9cH0KNHD1JSUqhfvz4DBw5k8ODB9O3bN8+6ZsyYgZWVFV5eXrRr147WrVtTu3btHGWWLl2Kk5MT3t7edOrUib59+2JnZ5ejzJIlS8jIyKBu3boMHTr0qdkj8sPT05PAwEDCw8Np0qQJtWrVYty4cXlO4VbUVEphDYR5jcTHx2NhYUFcXBzm5uZFXl9GRgb+/v74+vqW6GUttaGo2uZ8wGa83+uCrTHsH9UAx8H+YFT8K/AUlNwzeZO2yZ20S95elbZJTU0lIiKCChUqYGRkVOT1qdXqQnto7XVTHG3z32WSi5Kzs/NLL7cMRdMuz7rvXyRfkztYvJEMy1ajlKUdFiZ6mDw4B392gtR4bYclhBBCiCIgCa94I1WqVImgw0fZtXsfFlbWcPMkrOwMaQnaDk0IIYQQhUymJRNvrOwV/cpDj62w/H389x+iVmJHHAf+DfrGzz1eCCGEKCqPV3crDk/O5PC6kh5eIRxr8LfDl7Rfm0Kzyfu5v+hDyEzXdlRCCCGEKCSS8AoBVG36PmUc7alb1gCrmEDY1BuyMrUdlhBCCCEKgSS8QgAuLi4cPXGa5X9tRVffEC5uhW2D4Yn5C4UQQgjxapKEV4j/5+joiK5bK+iyBFS6LFm2jNj1Q0Bm7hNCCCFeaZLwCvFf7u34+eG79NqWiu+I30j/9zttRySEEEKIlyAJrxC58O01GitzEzpW0cPg2Gw4PFfbIQkhhBCigCThFSIXnp6ehF2JZOR3P2Zv2PUtnFmr3aCEEEI8k4+PT47VwpKTk+ncuTPm5uaoVCpiY2NxdnYultXL8orpdRAQEKBpz8e2bNlC5cqVsbGx4csvv9RecHmQhFeIPNja2kLjL6HBADKyFOaN6UXWpX+1HZYQQoh8Wr58OUFBQRw+fJiYmBgsLF6dJeSftGzZMiwtLbUdhoaXl9dT7dmvXz86d+7M+fPnmThxohajy50kvEI8i0oFrX7g0322DPJPZtBnnSD6hLajEkIIkQ9Xr17F3d2datWq4eDggEql0nZIrwUDA4Mc7ZmYmMjdu3dp1aoVjo6OmJmZFei86elFNwe+JLxCPI+ODh8O+wlTIz18XYDVH8C9MG1HJYQQACQlJZGUlITyxIwy6enpJCUlkZaWlmtZ9RNTLmZkZJCUlERqamq+yr4oHx8fBg8ezLBhw7CyssLe3p4//viDpKQkevbsiZmZGRUrVuSff/7JcVxgYCD169fH0NAQR0dHRo8eTWbm/+ZHT0pKokePHpiamuLo6Mi0adOeqnfatGkcOHAAlUqFj49PrvFFRUXRvn17TE1NMTc358MPP+TOnTsAxMXFoaurS3BwMACKomBtbc3bb7+tOX7NmjU4Ojo+sw0yMzMZNGgQlpaW2NjYMHbs2Byf16NHj+jRowdWVlaYmJjQpk0bwsPDgezhAz179iQuLg6VSoVKpWLChAm51nP16lXat2+Pvb09pqam1KtXjz179uQoc/fuXdq1a4exsTEVKlRg1apVOYZ5REZGolKpCAkJ0RwTGxuLSqXSrP725JCGgIAATYLbsmVLrKysNOUOHz5M06ZNMTY2xsnJiSFDhpCUlKQ5r7OzM5MnT8bPzw8LCwv69OnzzHZ8GZLwCpEPnT74kIgr4bRr3gBSHsGfHSHuhrbDEkIITE1NMTU15f79+5ptU6ZMwdTUlEGDBuUoa2dnh6mpKVFRUZpt8+bNw9TUlF69euUo6+LiwltvvUVoaKhm27JlywoU4/LlyyldujTHjx9n8ODBfPHFF3zwwQd4eXlx6tQpWrduzaeffkpycjIAN2/exNfXl3r16nHmzBkWLFjA4sWLmTx5suacI0eOZP/+/WzevJldu3YREBCgSUwBNm3aRJ8+fWjYsCExMTFs2rTpqbgURaFDhw48fPiQwMBAdu/ezdWrV+natSsAFhYW1KxZU5PAnT17VvPf+Ph4IDv58/b2fu716+npcezYMWbPns2MGTNYtGiRZr+fnx8nT55k27ZtHDlyBEVR8PX1JSMjAy8vL2bOnIm5uTkxMTHExMQwYsSIXOtJTEzE19eXPXv2cPr0aVq3bk27du1yfN5+fn5ERkayb98+NmzYwPz587l79+4z438WLy8vwsKyO4HWr1/PpUuX8PLy4ty5c7Ru3ZpOnTpx9uxZ1q1bx8GDB5+6J6dMmUK1atUIDg5m3LhxBY7jeSThFSKfSpd1hm7rwaYSj+7cYNe3LSElVtthCSFEiVejRg3Gjh1LpUqV+OabbzA2NqZ06dL06dOHSpUq8d133/HgwQNNQjl//nycnJyYO3cuVapUoUOHDnz//fdMmzYNtVpNYmIiixcvZurUqbzzzjtUr16d5cuXk5WVpanT2toaExMTzdfv1tbWT8W1Z88ezp49y+rVq6lTpw5vv/02f/75J4GBgZw4kT18zcfHJ0fPZosWLahWrRpHjx7VbMur9/gxJycnZsyYgZubG927d2fw4MHMmDEDgPDwcLZt28aiRYto0qQJNWrUYNWqVdy8eZMtW7ZgYGCAhYUFKpUKBwcHHBwcMDU1zbOd+/XrR/Xq1alUqRKTJ0/GxcWFbdu2AXD58mX++ecfFi1aRMOGDalTpw6LFy8mJSUl/x/mfxgYGGBnZwdkt7m9vT0GBgZMmTKFbt26MWzYMCpVqoSXlxezZ89mxYoVOb5NaN68OSNGjMDV1RVXV9cCx/E8kvAK8SJK2fDgvSU0XZFG2wVh7PnuXchMe/5xQghRRBITE0lMTKR06dKabSNHjiQxMZG5c3NOqXj37l0SExMpV66cZtvAgQM1CeSTrl27xo0bN3B3d9ds8/PzK1CMnp6emv/X1dXFxsaG6tWra7bZ29tr4gMIDQ2lYcOGOcbcNmrUiMTERG7cuMHVq1dJT0+nYcOGmv3W1ta4ubm9UFyhoaE4OTnh5OSk2ebh4YGlpaWmZ9vHx4egoCDUajWBgYH4+Pjg7e3NoUOHuH37NpcvX35uD2+DBg1yXEvDhg0JDw8nKyuL0NBQ9PT0cgyTsLGxwc3NLUfven4kJSXx9ddfa67B1NSUS5cuaXp4H9dVt25dzTFVqlQpkgfigoODWbZsmeYbCFNTU1q3bo1arSYiIkJT7slYipJesdQixGvEsnxV3Ov58CBgD/aJ52HrQOj4B+jI349CiOJXqlSpp7YZGBhgYGCQr7L6+vro6+vnWjYrKwudJ3635VYuP/57nEqlyrHtcTL4eLywoihPPWD2eMyrSqXKMf71ZeRWz3+3N23alISEBE6dOkVQUBCTJk2ibNmy/PDDD+zfvx87O7scfxQUJIYXie1ZRo4cyc6dO5k6dSqurq4YGxvTpUsXzcNgT7ZhXh5/3k/GVZCx22q1mn79+jFkyJCn9j35B1du92RRkH+hhXhBurq6/Ll+G8d3rKK6oyGcWw/7St4ULEII8ary8PDg8OHDOZKuw4cPY2ZmRtmyZXF1dUVfX18zrACyH/y6fPnyC9cTFRVFdHS0ZtvFixeJi4vTJLGPx/HOnTsXlUqFh4cHTZo04ezZs+zYseO5vbtAjjgfv69UqRK6urp4eHiQmZnJsWPHNPsfPHjA5cuXNTEYGBjkGK6Rl6CgIPz8/OjYsSPVq1fHwcGByMhIzX53d3cyMzM5efKkZltYWFiO+XRtbW0BiImJ0Wx78gG2/KpduzYXLlzQDFV48pXbH2NFTRJeIQrA0NCQt5p8BO1mA3B561Ri/pn2nKOEEELkx4ABA4iOjmbw4MFcunSJrVu3Mn78eIYPH46Ojo7mIbuRI0eyd+9ezp8/j5+fX47e6Pxo2bIlnp6edO/enVOnTnH8+HF69OiBt7d3jq/afXx8WLlyJd7e3qhUKqysrHBzc+Ovv/567vhdgOjoaIYPH05YWBhr1qxhzpw5DB06FIBKlSrRvn17+vTpw8GDBzlz5gyffPIJZcuWpX379kD2bAaJiYns3buX+/fvax7u+y9XV1c2bdpESEgIZ86coVu3bjlm2XBzc+Pdd9+lT58+HDt2jODgYHr37o2xsbGmjLGxMQ0aNODnn3/m4sWLHDhwgLFjx75QuwKMGjWKI0eOMHDgQEJCQjRjlQcPHvzC5yoMkvCWADcepXArCdIy1c8vLEqWWt0JduxBoyXJtO01isRTm7UdkRBCvPLKli2Lv78/x48fp0aNGvTv359evXrlSLymTJlC06ZNef/992nZsiWNGzemTp06L1SPSqViy5YtWFlZ0bRpU1q2bImLiwvr1q3LUa5Zs2ZkZWXlSG4bNWpEVlZWvnp4e/ToQUpKCvXr12fgwIEMHjyYvn37avYvXbqUOnXq0LZtWxo2bIiiKPj7+2uGfXh5edG/f3+6du2Kra0tv/76a671zJgxAysrK7y8vGjXrh2tW7emdu3aOcosXboUJycnvL296dSpE3379tU8dPbYkiVLyMjIoG7dugwdOjTH7Bj55enpSWBgIOHh4TRp0oRatWoxbty4507hVlRUSmENhHmNxMfHY2FhQVxcHObm5kVe3+TtF1h0MBJdHRXONiZUtjejkr0Zle1NqeJgRoXSpujqvJmTZWdkZODv74+vr2+Bx44VtatXrtCwriflTNLw/8wGu0H/Qtnazz/wJbwK7aIt0ja5k3bJ26vSNqmpqURERFChQgWMjIyKvD61Wk18fDzm5uYv3HP6unvd2sbZ2Zlhw4a99BLIRdEuz7rvXyRfk4fWSgBFUTDSVUjNgqv3krh6L4l/zt/W7DfS18HNwRwPR3M8yvz/fx3NMTbQ1WLU4rGKrq7sCzyE8/HxmN4MhDUfQZ99YPGWtkMTQgghBJLwlgij33WjetZVajduTsTDVMLvJHD5TgJhdxK5fDuBlIwszkTHciY6VnOMjgoq25tR08kSz7csqeFkQWV7M/R1X/2/NF9F1WrUAreVsKQ13L3IrfkdKTN8HxgWbHlFIYQQQhSeAiW8jwddBwUFERkZSXJyMra2ttSqVYvWrVvTuXNnDA0NCzvW15pKBY4WRpQrbYZ3ZVvN9iy1wvUHSVyMiefirXgu/P/rfmIal24ncOl2AmtPZD9daqSvg+dbltQtb0VdZyvqlLPGwqTkfj332jEyh27rWD2gPp//dZI/Y1rxwYwg0JW/K4UQQpRcT87k8Lp6oX+JT58+zddff01QUBBeXl7Ur1+fDh06YGxszMOHDzl//jzffvstgwcP5uuvv2bYsGGS+L4kXR0VLramuNia0tazDJA9BOJ2fCpnouM4eyOWMzdiOXsjjoTUTI5HPOR4xEPN8ZXtTanrbE1DFxsauNhgayafR5GyLMcx42akZa1la0AwH+wcA765P1wghBBCiOLxQglvhw4dGDlyJOvWrct1ib7Hjhw5wowZM5g2bRpjxox56SBFTiqVCkcLYxwtjHm3mgMAarXCtftJBF9/yMnIR5y8/oiI+0lcvpPI5TuJrD6WvcpKZXtTGrrY0LBiaRq62EgPcBGY/sdKarrY8ln6Mjj+O9hUhLf7aTssIYDsuUp7jfqBy5cu8nWfbvT6vKe2QxIvSJ41F2+SwrrfXyjhDQ8Pz9dkwQ0bNqRhw4aalT1E/qxYsYKEhAQMDAzQ19fXrJRTqlQpSpcujZeXl6asWq3O8QSkjo4KVztTXO1M6VovewWT+4lpBF9/xLFrDzly7QGhMfGaBHj5kevoqKBWOSu8K9viXdmW6mUt0HlDZ4MoTLq6uvT8djYcrAB7JsC/o0kvVRaDam21HZoQbPbfjf+6ZahT4ul7Yj9VPdxp0KCBtsMS+aCrm/2gcnp6eo55U4V4nT3OJR/f/wX1Qgnvi66MoY2VNF5lU6dO5dKlS7nuc3Jy0qyFDdC4cWMuX76Mg4MD9vb2ODg44ODgQNmyZXFxcaFDhw6UNjWkdVUHWlfN7gV+mJTOsWsPOHLtAYeu3OfqvSSCrz8i+Pojpu++jHUpA5pUKk3zKnb4uNlhYSy9vy+l0TCU+1f4bvoiApd1ZnfgUQzL1dJ2VOINl+BQG0e/2dzfPpW06PN0796ds2fPFtvynqLg9PT0MDEx4d69e+jr6xf5dFhqtZr09HRSU1Nfi6m3CpO0Te4Ku13UajX37t3DxMQEPb2Xex7mpY4+fvw4AQEB3L17N8dKHgDTp09/qcDeRL6+vtSqVYv09HQyMjJIT08nPT2dxMTEpyaFjo2N5cGDBzx48IALFy7k2Ofo6EiHDh0077/44gtiY2OpWrUqHh4edPPwYJxvI+4lZXLg8j0CL9/jYPh9HialszXkFltDbqGno+JtF2vecbenpYc9b1mZFEcTvF5UKm7UGM6ck38Ql5LJtu/a88HcYDC1ff6xQhSBLAXWn7qJnnlp7DqNJWbJIK5du8b69evx8/PTdnjiOVQqFY6OjkRERHD9+vUir09RFFJSUjA2Nkalkm//niRtk7uiaBcdHR3KlSv30ucrcML7448/MnbsWNzc3LC3t88RiHz4BfPzzz/ne9LzAwcOcPv2be7cucPt27e5ffs2MTEx3LhxAzOznFNh/fvvv089gamvr4+bmxtNmjRhwfz5ZGSpCYmOZd+lu+y5eIfwu4kcuvKAQ1ceMOHvi3g4mvOepyPvVXfEubT0BOWXU4WK/LV2LTfXfskHznGw7hP4bBvoycODonhduXKFvw+e4bbKExvzUljZ2hNf813iglaydu1aSXhfEQYGBlSqVKlYhgxmZGRw4MABmjZtWqIX5NAGaZvcFUW7GBgYFEpvcYET3lmzZrFkyRL5JaklpUuXpnTp0lSrVu25ZefOncuFCxe4ePEiFy5cIDQ0lKSkJM6fP4+FhQUA+ro61HO25qfhvSlvbc27NeuTVroypx8ZEBz1KHtatJh4puwMo1pZc9p6luG96o44WUvP7/O0er8zNKwOi1pC9FHY/iW0n5c9F50QxWTp0qUsmzaFUtVa0O+XOVgY63MprAlxQSvZs2cP9+7dw9ZWvn14Fejo6BTLSmu6urpkZmZiZGQkSd1/SNvkriS3S4ETXh0dHRo1alSYsYgi8t577/Hee+9p3qvVaqKjozl79myOMTGJiYls2bLl/5+IXAxAmTJlqN+wEVYVqvPAsgrnk0px/mY852/G8/M/l6jpZEnn2mVp61kGq1IyZjtPtpXhg6WkLOvMwO8XMfiRKbV6ynRlovhs2fY3AMYVavNRPSf0dXWYsrMsRhVq8YF3bdLS0rQcoRBCFJ0CJ7xffvkl8+bNY+bMmYUYjigOOjo6lC9fnvLly+fYrqenx+bNmzl8+DBBQUGcPHmSW7dusWXjemA9Xbt25fii5ey8cIe/z9zkcGgUIdEQEh3LxO0XaV7Fjk6136KZmx0GejKI/ymuLRh7rS5LQ/YSMHwql+o2waB6O21HJd4AV69eJTzsEujo0tinOS62pgDULW/FyQ8n0fQ9d956S5bCFkK8vgqc8I4YMYL33nuPihUr4uHh8VTX9aZNm146OFG8jIyMaN++Pe3btwcgOTmZ48ePExQURGBgIO3atcPG1JBub5ejhmkCnl90w9m9BvoV6pHgUIudWQo7L9zBykSf9jXL0u3tclS2l6V1nzRu3nqOhVRlcv04DP7uD3YVwd5D22GJ19zWbdsAMHyrKp96/+9+a1+zDCevP2JryC16N3HRVnhCCFHkCpzwDh48mP3799OsWTNsbGzkQbXXkImJCT4+Pvj4+DBu3Lgc+44dO4ZarebahdNw4TQApd+qgF6F+tx2rs/SpDSWHY6kTnkrPq5fjveqO2Js8HJz6L0OLK2sCDobiWplJ4gMgjUfQZ/9UMpG26GJ19jKv7I7ICzd6tPK/X8zvrznWYbv/77I2eiHbNl9gAbVK+Pg4KCtMIUQosgUOOFdsWIFGzduzDE2VLw5Pv/8c1q1asWOHTvYsmULe/fu5f6NCLgRAUHraD10KuEm7pp5fr//+wKdapXl04blcbV7s3t9VXoG8OEKWNiMO9HX2DG4OZ8vPAm6JWuAv3g9xMbGEnLiCABeb9fDUP9/f3g+nnt73Y9D6DjlGLNnz2bw4MHaClUIIYpMgQdaWltbU7FixcKMRbxi3nrrLfr168c///zDvXv3WLt2LR999BFOTk5s+XkgR0Y3Z2RrN/Qu7yF6758s2nGYltMP8OniY+wNvYNa/QYvj2liTazvH9RfnEKvpWdZN6ajtiMSr6kN2/5BycpC36YcrT3sn9rfoVZZDB0rAxAUFFTc4QkhRLEocMI7YcIExo8fT3JycmHGI15RFhYWdO3alTVr1hAZGYmRkRF25kYM8KmIzvkdxB1cxa2F/bi96mv+2bSWngsP0mxaAIsPRhCfmqHt8LXCstLbfNipPZWsdaiVHAAnl2o7JPEaSipTB8eec2jwyVc45DKLYEt3e8ydqwOwP+BAoa1bL4QQJUmBE97Zs2fzzz//YG9vT/Xq1aldu3aOV37Nnz+fChUqYGRkRJ06dZ7bwxAYGEidOnUwMjLCxcWF3377Lc+ya9euRaVS5Vh1TBS9JyeIVqvVjB07ltatW6Orq0vajYs88J/JzXk9OLXqV8Yu3ErDH/fyw46L3I5L1WLU2vHzH39xfMV4Ktvogv8IiDyk7ZDEayRLrfDXyRsY2FVgSPf2uZYpZahH25aNQUeX+/fu5FjCXAghXhcFHsNbGEnkunXrGDZsGPPnz6dRo0b8/vvvtGnThosXL1KuXLmnykdERODr60ufPn1YuXIlhw4dYsCAAdja2tK5c+ccZa9fv86IESNo0qTJS8cpCk5XV5cePXrQo0cPbt26xfLly1m8eDFXr14l8cy/mOorJDlWYmFQBMsOR9KhZln6ebu8MeN8dXV1sfQdB8kRcGETl+d9RPkR+zC0r6Tt0MRrICj8HjdjU7Aw1qd1VXv23cq9XOf6LiwsXY6MuxGcDA5+aspCIYR41RU44R0/fvxLVz59+nR69epF7969AZg5cyY7d+5kwYIF/PTTT0+V/+233yhXrpxm7l93d3dOnjzJ1KlTcyS8WVlZdO/ene+//56goCBiY2NfOlbx8sqUKcM333zDqFGjOHDgAIsXL6Zv335k2Fbit4BrHDp5hj+mLGL13vdo07AGA5pVpLqjqbbDLnoqFbSfh3/gcT5aeJEuhxqzeP9VVIZvwLWLIjV06DDuR8fwbp9BGOnnPUtKk0q2mJVx5eHdCLbvP0LnTp2KMUohhCh6BU5480NRlDynK0tPTyc4OJjRo0fn2N6qVSsOHz6c6zFHjhyhVatWOba1bt2axYsXk5GRoZkLeOLEidja2tKrV698PYSRlpaWY5Wh+Ph4IHtN6IyMoh9f+riO4qirpGjUqFGOlfqaVLTm46A/2HhiM/EntrB6b322/9ueZj5NqW/yBrSNSh+8R5E0/zOu3XpA0rq+GH60LM/lh9/Eeya/pG2yPUxI4Xzg36hTE6nrMOy57VK7Vk32hOzmwJETb1zbyT2TO2mXvEnb5K642+VF6nmhhNfd3Z1x48bRpUsXDAzyXkY2PDyc6dOnU758+acS2sfu379PVlYW9vY5nxq2t7fn9u3buR5z+/btXMtnZmZy//59HB0dOXToEIsXLyYkJCTf1/XTTz/x/fffP7V9165dmJjk8pRHEdm9e3ex1VUSVatUnqs1axISEkLKlWOkXDnGpsBK7Hm7C/5RCm3Kqahoru0oi5CBBdNG9eEL/fUYXtvBxaVfEO7w/jMPedPvmWd509tmXUAI6tRE9EwssNLP0rRHXu1Ss1I5Tnp/BuXd8ff3L85QS4w3/Z7Ji7RL3qRtcldc7fIiEye8UMI7b948Ro0axcCBA2nVqhV169alTJkyGBkZ8ejRIy5evMjBgwe5ePEigwYNYsCAAc895397gJ/VK5xX+cfbExIS+OSTT1i4cCGlS5fO93V98803DB8+XPM+Pj4eJycnWrVqhbl50WdYGRkZ7N69m3feeeepFeveJL6+vnz77bdcunSJefPmsWz5ctJiwrm/5ScOHHPj8qdTaeBizbAWrtQtb6XtcIuGry86p+rBPyNwj9lIhQbvo+fh+1QxuWfyJm2TbeT07Fk/6vq05v332z23XZo0z2B9XAWygCbNm2Fm9Oa0ndwzuZN2yZu0Te6Ku10efyOfHy+U8DZv3pwTJ05w+PBh1q1bx+rVq4mMjCQlJYXSpUtTq1YtevTowSeffIKlpeUzz1W6dGl0dXWf6s29e/fuU724jzk4OORaXk9PDxsbGy5cuEBkZCTt2rXT7Fer1dkXqqdHWFhYrnMHGxoaYmho+NR2fX39Yr2Ri7u+kqp69er89ttvTJw4kZkzZzJr9hxqeDXlnp4OxyIe8dHC43hXtOCbdjVwd3wNu3zf7oNy5zxzFvzO4t8/IOjQUcxdcp/5RO6ZvL3JbXM3LpmrJ/YD8EXPT3K0Q17tYq2vj52ZIXcT0oiKTaemU/F9u1VSvMn3zLNIu+RN2iZ3xdUuL1JHgcbwenl54eXlVZBDNQwMDKhTpw67d++mY8f/Tbq/e/du2rfPffqchg0b8vfff+fYtmvXLurWrYu+vj5VqlTh3LlzOfaPHTuWhIQEZs2ahZOT00vFLIqXnZ0d33//PZ6enrzzzjuk6powd184y/7ayup5M9j+Vxc+7tGTr9/zpLxNKW2HW6jivL7ll89+51ZsBsu/7sDglefAyELbYYlXxIw/t6JOiUe/lAUft38338c56iUTEXqY7bvSqNlLHlwTQrw+CjwPb2EYPnw4ixYtYsmSJYSGhvLll18SFRVF//79geyhBj169NCU79+/P9evX2f48OGEhoayZMkSFi9ezIgRIwAwMjKiWrVqOV6WlpaYmZlRrVq1Z447FiWXsbEx5ubmlLU05qdOntROOU1W0iMe7V3I7wPeo07XLxm97iT3E9Oef7JXhGVpO7Zs2cq09+0YVDUWNvYBdZa2wxKviL/+Wg9AfZ9WL9QD8ijkX+5v+4Wtf60qqtCEEEIrXqiHd/bs2fkuO2TIkOeW6dq1Kw8ePGDixInExMRQrVo1/P39NXNAxsTE5JgEvUKFCvj7+/Pll18yb948ypQpw+zZs5+ag1e83rZsWMfy5csZ//1Ebt2I5sHehUw9uoEVPp/wzbAv6ONd+ZlTML0q6nm3pl6lf2HJuxC+E/b/AC2+03ZYooS7FZtCrJE9+jblGNDzkxc6tppHVYKAqKuXiyY4IYTQkhdKeGfMmJHj/b1790hOTtaM142NjcXExAQ7O7t8JbwAAwYMyPPhtmXLlj21zdvbm1OnTuU75tzOIV5t+vr69O7dmx49erBixQrGTZjI7ZvRxOyYw6jQI6zt8wuj2lShnafjMx+AfCWUqQXvzyFjfW++GfcD3R+VolaXr7QdlSjBtp+9hVnttjTv+Ckfd2r4Qse+XduTBcCDG9ee+wCxEEK8Sl5oSENERITm9cMPP1CzZk1CQ0N5+PAhDx8+JDQ0lNq1azNp0qSiilcIDQMDA3r37k3k1XBmzpyJuaU1Zeu/y83YFIasOU2HeYcIvv5I22G+PM8PmXjVk2lH0unY52tSI4O1HZEowbadyV5O7f1aZV84YW1azxN0dMlKSyYyKroowhNCCK0o8BjecePGMWfOHNzc3DTb3NzcmDFjBmPHji2U4ITID0NDQ4YOHcqNqEhCln7HV+9UxsRAl4PbVtGkeSt6ztzK3YRUbYf5UobP3kzt8hbMaGWI0ZaekPIaJPKi0J2NuM2x3X+jk5XGe9UdX/j48qXNMbAuA0Dg0fx/kyaEECVdgRPemJiYXFe4yMrK4s6dOy8VlBAFYWZmRikjfQa3qMSeYY3JOLWZlGsnWfZVZzxadWfOP2fIyFJrO8wCsSpty4nzV+jY0BVir6O7uQ8qRR5iEzn98tuf3P97CnF/jcG61Is/pKujo8K6rAsAR0+dLezwhBBCawqc8LZo0YI+ffpw8uRJzeIPJ0+epF+/frRs2bLQAhSiIMpYm3LiUCCNm7cCdRYPjm5iWOem1Pj4a4Iuv5p/kOmYloaP14C+CYmX9nN310xthyRKEEVR+HfrBgBavvv0YiX55VSxMgDnzp8vlLiEEKIkKHDCu2TJEsqWLUv9+vUxMjLC0NCQt99+G0dHRxYtWlSYMQpRIG5ubgTt3cmOHf6Uca6IOiWe0PXTaNGkIR/9sIp7Ca/gNGb2VXng8wsNFiXxxe9BBC2fqO2IRAlx4OxVHl4+CcA3Q/oU+DzN23TAtuMYqvr6FVJkQgihfQVOeG1tbfH39+fSpUusX7+ev/76i9DQUPz9/bGzsyvMGIV4Kb6+bYi8HMrPU6ZhVMqMjLuRBIbfp8W0AFYfi0KtVrQd4gux9vqUGtU8sCulwix4HtwK0XZIogSYsmAJKGrsXDyoWdW9wOdpXL8mJpW9uK+ShU6EEK+Pl154onLlyrz//vu0b9+eypUrF0ZMQhQ6fX19Ro0YTnTkNX6YtYA6dWoTn5rJmM3naDF6ERdvxmo7xHxTqVT8vvkA/sPrU88+C9Z2h8R72g5LaFFWlpr92/4CoNOH3V7qXBVtTQG4ei9JM1xNCCFedQVaWvixGzdusG3bNqKiokhPT8+xb/r06S8VmBBFoXTp0owZ0o/MLDUrjlznx9V7CfhjALX//JU+Y35mSv8Or8SiFcalTLlRfQieN6eieniV24s+wm6gPzr6htoOTWjBiu37SY65ikpXn3HD+r7UuSqULkXq9RDiYsI52taBhnU8CylKIYTQngL38O7duxc3Nzfmz5/PtGnT2L9/P0uXLmXJkiWEhIQUYohCFD49XR0+b1yBsU0sMTA0Iu32FeYO/RDXZh+w70yktsPLl0y9UmR+8CcHbxng+e1+Jvk103ZIQkuWbPAHoEqDFpSxt32pcxnp65J+aiuxgcvZtnNvYYQnhBBaV+CE95tvvuGrr77i/PnzGBkZsXHjRqKjo/H29uaDDz4ozBiFKDJ+H3fh+tVwmr3XERQ1Nw9tplXjOnQZNYPEtExth/d8pSsT7vwJ95IVtu47RtoReWD0TXMvIY3b5VpQpu9Cfv1pcqGc07F8RQDOnL9YKOcTQghtK3DCGxoaymeffQaAnp4eKSkpmJqaMnHiRH755ZdCC1CIoubg4MC+7ZvYsv0frBzLkZX4kI2/DqfC2+8SEHZX2+E9V88xM1gxpitBPUthuHs0RB/XdkiiGP11MpqMLIW6nu60bVKnUM5ZsVL28xhXw8ML5XxCCKFtBU54S5UqRVpa9rROZcqU4erVq5p99+/ff/nIhChm7d97l1vXwvhswHBUOrpkWr6F39ITjFh/hriUpxdZKUk+nbyGUjXagzoD1n2CEndT2yGJYpClVlgRkN0L+2mD8oV2Xs//n+UhJurqc0oKIcSrocAJb4MGDTh06BAA7733Hl999RU//PADn3/+OQ0aNCi0AIUoTkZGRiybN41jJ08yZNhwVCrYEHyDpqOXsSEwRNvh5U2lgg4LwK4qq4/coE0jT9KT4rUdlShia/ae4Pjkzjza9hPverzc2N0nef3/g2oJ925pOjaEEOJVVuCEd/r06bz99tsATJgwgXfeeYd169ZRvnx5Fi9eXGgBCqEN9WrV5PsOnmzo35ByFnqErprEh6288P1iPImpJbS319CUey1n039HKjsvPGTRl++BTCv1WvtlxlxQZ2JnpGBqXHgzdNT3cEFlYAyKmguhYYV2XiGE0JYCJ7wuLi54emb3ApiYmDB//nzOnj3Lpk2bKF++8L5aE0Kb6pS3Zmk3D+xLW6Okp/DPbxNxqt6AbQfPaju0XNlWrsvqOZMZ3diIfg5n4Oh8bYckikj4rYdcDNgKwMgvhxTquW1MDTEq7QTAweCSea8LIcSLeKmFJ2JjY1m0aBHffPMNDx8+BODUqVPcvCnjB8Xro2J5JyIvBDNkzCR09A2JvXKKDi29+GDEL6RmlLyZHNr2GcNPU6ajq6OCXWPhikwt9Tr6dtofqFPiMbF2oFe3LoV6bpVKxdvdR+DYcw5veXoV6rmFEEIbCpzwnj17lsqVK/PLL78wdepUYmNjAdi8eTPffPNNYcUnRImgq6vLrB/GcvLUKRwrVUdJS2LDtNE412vJqWsx2g7vaW/3h5qfoKizmDKkM5GnA7UdkShEaZlZ7Fi3DIAPP+2Jrm7hL5ZSr359DOwqEB2XVejnFkKI4lbghHf48OH4+fkRHh6OkZGRZnubNm04cOBAoQQnRElTq5oHURdP8dngUaCjS1zsI7ouOsWioGuo1SVovKxKBW2n811wab7+J472bduQHi/LD78u5qz7l+SbYah09flx9NAiqeN/SwwnFsn5hRCiOBU44T1x4gT9+vV7anvZsmW5ffv2SwUlREmmp6fHstk/s3t/EO0GTyZDDZN3hPLR/ECu3CxBSaWeIX2nbMDJUo+hdRUM/h4Iaumtex3Mn/87ALV92uDoYF8kdZQxURF/fBPbFkxCkYcfhRCvuAInvEZGRsTHPz3tUVhYGLa2hTc9jhAlVcumDVk3vC0/dKyGsb4u/yyZQtXqNZiyfKu2Q9Nwcq/N5eAgPq9nDuE7Ye9EbYckXlLY7QQy63+CTct+/DhudJHVU8nRgkf7l3I9aDO3b98psnqEEKI4FDjhbd++PRMnTiQjI3uKJpVKRVRUFKNHj6Zz586FFqAQJZlKpaL72+VZ61edrOunSH8Uw9c9O+HVpR/xyanaDg8AI5cG0H4eAKmBMzi+8gctRyRexqpj19ExLEWXHn1o5d2wyOpxdbRCz9IOgEOnZKYGIcSrrcAJ79SpU7l37x52dnakpKTg7e2Nq6srpqam/PCD/IMq3iw1KpYlKvwidVp2AEXNkY1/4FS1LjuPlpBEoXoXHnj2w2dZMs17jeXc7tXajkgUwMPEVDYG3wDgk0JcWS03ero6WDg4A3D01LkirUsIIYpagRNec3NzDh48yKZNm/j5558ZNGgQ/v7+HDhwgFKlShVmjEK8EkpbW3Fy92a+n/kHuoYmxEdewNfHi34TZpeIB9os2k7G1Ko0BjrwYONIiI3WdkjiBfX/9lfCfx+I1f2zeFW0KfL6ypR3AeDchdAir0sIIYrSS83Du3fvXnbv3s2lS5e4dOkSq1ev5vPPP+fzzz8vrPiEeOV8N7QPJ4NPYedaHXVaEot++ZZu8/ZyP1G7S7TqGRjw167jnPimNj4OibDmY0iTJ/BfFXHJaWxd+TsZd69Rv3QWOjqqIq+zUmU3AK6GXy7yuoQQoigVOOH9/vvvadWqFXv37uX+/fs8evQox0uIN1nNqm7cuBhMe7/B2L83jKM302gzK4hDV+5rNS5rx3JUHLIFStnCnXM8+rMnSpbM3PAq+HraEtIf3kLP2IxfxxTNVGT/VaOaBwB3oq8VS31CCFFU9Ap64G+//cayZcv49NNPCzMeIV4b+vr6bFk6m8t3Ehi46hThdxPpNHo29a3T2DjvBwz0C/zj93IsneCj1Zz/pTVtZ26kZ1BLxi/fr51YRL4kp2WyauFcANp/7IeFuVmx1NuoTvby8YkPYkhLS8PQ0LBY6hVCiMJW4B7e9PR0vLxkyUkhnqeyvRnbBjXmfTdT7vvPYvvCX3Gq0YiQsAjtBeVUn+O2Xbkep7B6xwGSji7TXiziub5bsJak6Iuo9PSZMbHopiL7r3oeFXD4bCZOQ9aSqn6pEXBCCKFVBf4N1rt3b1avlie9hcgPYwNdZvk1pe/wb1DpGXA39Dj16tTmp4XrtBbT5+N/448v23GkVylK7R4J1w9rLRaRt5T0TP6Y9SsArTp1x6lsmWKr29zYgHKVq6JjaMI1WXFNCPEKe6HvVIcPH675f7VazR9//MGePXvw9PREX18/R9np06cXToRCvCZUKhULJo+ms29LOn3QlYRb1xjT92P+3bOPf5bPwcTIoNhj6jN1C6z/DEK3wdpuKL32oCrtWuxxiLz9vOJvEiLPodLVZ94vE4q9/oq2ptyJT+PqvSRqlbMq9vqFEKIwvFDCe/r06Rzva9asCcD58+dzbFepiv7pYSFeVS296hJ96SwtP/yck//+xYG//qDcqWMcCdxHpTLWxRuMjg50/B3ib/JPwFEm1K3BzsPnsSxToXjjELlKz1Sz+545tp2/o2UZNRWdi3bu3dyYxEXyYNefLL7rTpclU4u9fiGEKAwvlPDu3y8PtghRGCzMSnHin3WMmdKMX8Z+RVopRzr9cYIpXWrwbjWH4g3GwIS0Tsv5YlRFrj/K4OfeLfh5WyjoyQNK2rbl9E1uxaVSvlYTlnzdTCsxGKc9JPG0P8FxUYAkvEKIV5M8hSCEFv04sj+BR47RzG8kCamZ9F8ZzOjVR0hMKd5liQ1tnNiyYS0D3i7FxDr3YdtgULS/WMabLCMzi1n/hADQt4kLRvq6Wonj7drZMzU8vBWBIveEEOIVJQmvEFrWuHY1Ng72oW9TFxRFzawxAyhXtR5HzxbvZP81m3di3qq/MdDXh7PrIPCXYq1f5DTptzUc/fFjMs78TfcG5bQWR7N61QEVWalJRN64pbU4hBDiZUjCK0QJoK+rwxhfd8Y3sSD99mUeRZyncYO6TJi7vHgDqdgM3st+4HTmzxNY9ePA4q1fAJCclsG0H8ejTkuiilkGJgZamrMZKFvaAgOr7GE2+4+GaC0OIYR4GZLwClGCfN62KQeOHMeynBtZKQl8P9iPhh38SEwuxiEOdT5ju957fLkzjZ7fzefSziXFV7cA4IvvZ5Mccw1do1Ism/WjtsPBpqwzAMdOn9NuIEIIUUCS8ApRwjSqVZXo0NM0fP8TAI5uXU65qnU4HBJabDH4jl7BR41cmORjiNuJb+HW6ecfJArF9btxrJmfPe/ux30G4+Ror+WIoLxLJQAuhF7SciRCCFEwkvAKUQKZmhhzeOufTJi9FF0jUx5FXqRl2478ez6mWOrX0dNj9f6LjPq0FarMZFj1ATzU4spwb5DPRkwiI+4uRhal+e2nsdoOBwB3dzcAbt6SMbxCiFeTJLxClGDjB/sRdPQ4Nq41sXxnIP1XnmLi3xdJz1QXed0qfUPouhIcqpOZcJfx3Rpy/3pYkdf7JtsdHMaBdQsAGPXtd5QqVUrLEWXr8Ul3nIaupUzH4lvWWAghCpMkvEKUcA1ruHPz4kkGdmkBwJJDETQd8BOXrt8u+sqNzKH7Bgbt0WPizju0b1EfdWpC0df7BlKrFb6ZuxYlIxV7Fw/GDR+g7ZA0armUQcfIlJuxKSSkZmg7HCGEeGGS8ArxCjDU1+Xb9zxY2KMu+g+vcWrFD4z5ejjjZiwq+srNHBg6dRVlzHUZWTcDnY2fQ5YkPYVt0+mb3Levi0vf+az5cym6utqZdzc3Fib62JtnL0QSfjdRy9EIIcSLk4RXiFfIOx72rBrcGmtnd9RpyfwyagB1Wn9AbHzRJiHuXm24ejKADtXMIXwXbBkA6qIfVvGmSEzL5Jd/sx8IG/lxS5p51ddyRE/LOruDO399x4Yt27UdihBCvDBJeIV4xdSvXplrIUfwfOdDQMWpXRsoV8WT3YdOFGm9RpUaw4fLQUePR8fXMbt/cxRJegvFF5N/4+aVUJxtTOjZyFnb4eQq8+41UiNOcfxEsLZDEUKIFyYJrxCvIBMjAyYO7MaPf6xBz9SahJgIWvs0Yej304u24sqtSW87lxYrkhi6MJCf+7xTtPW9AY6cC2f1lFHELB9GB4cEDPVKzlCGJ7m5VQbg2tXiXQFQCCEKgyS8QrzCRvh14mRwMPYeb6NkpvFn4AW+3XyO1IysIqvToPbHfP7pxziYqmhrcAyCijjJfo1lZGbR+ZNeqNOSsXGuwqCPfbUdUp7q1qgGwN1omZ5OCPHqkYRXiFdcjcrORIUcpNs30zCv34FVx6LoMO8QoTcfFVmdg35dSej6H6hurwt7v4fjC4usrtdZv4nziDkbBDq6rPlzKXp62ltC+Hma1vMEIPluFLFJ6VqORgghXozWE9758+dToUIFjIyMqFOnDkFBQc8sHxgYSJ06dTAyMsLFxYXffvstx/6FCxfSpEkTrKyssLKyomXLlhw/frwoL0EIrTPQ12PVj8NZ8XkDSpsacDHqHrVq1+bTYWPJyiqa3l7Ld7+BJiMACFvxJRumflkk9byuDpy7xopp4wH4oNdg3mlU8h5Ue1KNqu6g0kFJT+bIxavaDkcIIV6IVhPedevWMWzYML799ltOnz5NkyZNaNOmDVFRUbmWj4iIwNfXlyZNmnD69GnGjBnDkCFD2Lhxo6ZMQEAAH3/8Mfv37+fIkSOUK1eOVq1acfPmzeK6LCG0pmllW/yHNMHh7jHS7kayctYPuNTx5mpUEa2Q1XwsUc4f0WRpMh99PZN/F3xbNPW8ZpLTMunS3Y+s5FisylRgxeyftB3ScxkZGWFa2hGAQyfPajkaIYR4MVpNeKdPn06vXr3o3bs37u7uzJw5EycnJxYsWJBr+d9++41y5coxc+ZM3N3d6d27N59//jlTp07VlFm1ahUDBgygZs2aVKlShYULF6JWq9m7d29xXZYQWmVnbsSR5T/z0ZcTUenqE3XmEB7VPfl97bbCr0yl4q1P5uH7dmWq2+tQL3IunNtQ+PW8ZnpN/oN754JQ6eqx6a81GBkZaTukfClTviI6RmaERxXDoidCCFGItDZgLD09neDgYEaPzrlUZatWrTh8+HCuxxw5coRWrVrl2Na6dWsWL15MRkYG+vr6Tx2TnJxMRkYG1tbWecaSlpZGWlqa5n18fDwAGRkZZGQU/QT7j+sojrpeNdI2uctPu6z4ZTTvt2xKL78epNyLon+3jmzY2oeNf0zF2MiwUOP5bccpkjcOxvrKBpRNfcjKzECp1qVQ68ivkn7PBIXf53C6E1Yt+vBRnbI0ql/7lfk98+20P/jO/woqZ6sS274FUdLvGW2RdsmbtE3uirtdXqQelaIoShHGkqdbt25RtmxZDh06hJeXl2b7jz/+yPLlywkLC3vqmMqVK+Pn58eYMWM02w4fPkyjRo24desWjo6OTx0zcOBAdu7cyfnz5/PsRZkwYQLff//9U9tXr16NiYlJQS5PiBIjNjGV8bMWcf3EHgDe8nqf74d8jk1hdyoqampGL6X8g0B2hGcSYtqcar69C7mSV1tSBvx8Rpf4DBVNHNR0qfBqzWN8PRGmn9PDVF/hh7pFNxOIEELkR3JyMt26dSMuLg5zc/NnltX6I8EqlSrHe0VRntr2vPK5bQf49ddfWbNmDQEBAc/8yvCbb75h+PDhmvfx8fE4OTnRqlWr5zZgYcjIyGD37t288847ufZSv8mkbXL3ou3S7cNOjJ62iLlTf0Cp1YVpFw357r0qdKxZ5pk/by9M8eX0vB50WvcXmert7K5XkyaffVd458+HknrPKIpC60E/EFuqGq5lbZnXpwHGBsU3525htEtyeibTz+0jMUPF294tsSllUMhRakdJvWe0Tdolb9I2uSvudnn8jXx+aC3hLV26NLq6uty+nXMs2N27d7G3t8/1GAcHh1zL6+npYWNjk2P71KlT+fHHH9mzZw+enp7PjMXQ0BBDw6e/4tXX1y/WG7m463uVSNvk7kXaZdroLxjc6xNGbjzHichHjNp0gbnz5rNo/GDcXJwKLaYag1fR45/zPLpxmSZRc9C/4AE1Py608+dXSbtnPhszjYCFE9G3cWLjkeOYl9LOuN2XaRfDrCwS/v6R+JtXudDtGC08yxdydNpV0u6ZkkLaJW/SNrkrrnZ5kTq09tCagYEBderUYffu3Tm27969O8cQhyc1bNjwqfK7du2ibt26OS56ypQpTJo0iX///Ze6desWfvBCvKKcbc1Y27chI1u7kRp+mIMrplDN05MfF/xZaHXo6Onxu/8Z1kzui76OAlv6w9HcH0R9U8zdsJc/p2TPYOH7fgfqVXLQckQFY2RkRMqNS2TG3SHw2ClthyOEEPmm1Vkahg8fzqJFi1iyZAmhoaF8+eWXREVF0b9/fyB7qEGPHj005fv378/169cZPnw4oaGhLFmyhMWLFzNixAhNmV9//ZWxY8eyZMkSnJ2duX37Nrdv3yYxMbHYr0+IkkhXR8XAZq7M/6ItpRxdyEyK5dsBPfBs3p6omLuFUoeOnh76HeZAgwEA/Pjtl0z0a46ifrXGrBaGvacuM7zPJyiZabjWbszGhTO0HdJLecvVHYCTp0O0G4gQQrwArSa8Xbt2ZebMmUycOJGaNWty4MAB/P39KV8++2uymJiYHHPyVqhQAX9/fwICAqhZsyaTJk1i9uzZdO7cWVNm/vz5pKen06VLFxwdHTWvJ6cuE0JAp5YNuRF2joYd/AAV5/Zvo1IVD375Y3XhVKCjA61/JLhsT77dl8b45fsJ/PlDUL85DzuF33xA+/btyYi9jZltWQ79uxld3eIbt1sUqlarDsDlC+e1HIkQQuSf1h9aGzBgAAMGDMh137Jly57a5u3tzalTeX+VFhkZWUiRCfH6szQz4fDmpfz+1wd8ObAfKfdvMLpfdzb772LPukWYGr7krwiVijp9ZjL78j3uHtuIT/pu2NATOi0EvcKdGq2kiU1Oo7FvJ5JuXELfxIzAvTuxsy2t7bBe2tt1a7NlBcREhj33IWMhhCgptL60sBBC+/p96EtU+MXs3l6VDtf0nWk94wBB4fcK5fyDp6xi0oK1oGsAF7eSuqwzcXeiC+XcJVFmlppe83fxIOIiKl191q3fSK3qVbUdVqFo2ageACm3r3EnPkXL0QghRP5IwiuEAKC0pRmHNy9l3e4jVKrTlJuxKXy6+DhdvlvEpYgbL19B1Q7Q7S/Uuib0nLUTr5puXD976OXPW8JkqRXGbD5H8H0dnD+fyexFf9LR9x1th1VoalSvikpXHyU9hQPBodoORwgh8kUSXiFEDh+2qM/OL5vi5+VMVuIDNv86jGpVPej37a9kZb3k+NuKzbj17hIORClcvpvC1bkfQNTRwgm8BMjIUtNz9t/8dfIGOiqY27sFg/y6ajusQqWvr49thSoYlqlCaNQdbYcjhBD5IgmvEOIppoZ6THi/KjM7VKKUjSNZKQn88eMo7CvXZEfAyyWob9Vrw9HDR/irTxWal0mC5e0gpJAelNOilPRMGnYdzJ9fdSbt8iHmfFybd6u9mtOPPc+IOX/h8OlUUs3f0nYoQgiRL5LwCiHy1LllQ+5eu8AHA8egY2DMg2vnadu8EU06+XHr3sMCn9epaj06zj4J7u0gK52YP/vxQ8/mZL2i69InpGZQu50fwRvngzqTNuXUvOf59FLnr4vKDmYAXL4j0z0KIV4NkvAKIZ7JyNCAv+b+wJGTZyhftzkoag5uXk6Fyh6sDApHrVYKdmKDUvDBCtSNhvPB+hTGLtvPsLYekPKocC+giN2PT6Zai85c2rUKgCFjJrJk5s9ajqpouf1/wnsp6h7qN3BuZSHEq0cSXiFEvtSvXomI43v48bdVGFmXwdClHmN3XKb9vEOcjCxgb6+ODjrvjGfgwIGUMdNhSOUY+L0p3DhZuMEXkdDrt6hSz5uow3+DSofvp85l1g/jtB1WkStvbUzM8mFc/KUTJ86FaTscIYR4Lkl4hRD5plKp+KZfN+5cD2fy5MmYGepx7mYc709cjUu9Zuw5erpA5/141CyunD5IJdeKEBsFS1pzceUYlJd9SK4IbTl6mZp16vPg8kl09I2Yu3gl3301UNthFQtjA32M9HVBUbNtT5C2wxFCiOeShFcI8cLMTU0Y0qYG+0f68HF9J2IDlxFxMoB3GtWjZuuunDh/5YXPaVyxIfQ7AFU7Enonjbo9f6J9PScS71wvgisouLTMLL7/+wLDtoRjUK4Gxlb2bN+1j4E9P9Z2aMWqUtUaAOwNOqLlSIQQ4vkk4RVCFFhpU0N+6uTJuiULcKrRGNRZnNn1F2/X9KBe2+6EXLr2Yic0soAuSzlT9hOyFEiNu4vJilZwLbBoLuAFnY+8w3s/b2fpoUgAvvruRy5fCKGNT0PtBqYFzRo3ACD07GkUpYDjuIUQophIwiuEeGntvOsRFRLEwnV/Y1e5FkpWBid3rKZ2dXeafzqMa/de4Gl+lYqPxvzGsX/Xs6JXNXSSbsOK98nYNID4O1FFdxHPoCgK381fQ+3atTi4cByWRjos8avLhA41eMvx9Zx67Hm6tc1eTCMhOpTQm6/Wg4ZCiDePJLxCiELT+8O23L4UzJwVm7BxqY6Smc6ZO2m0mB5I7+UnOXL1fr57A2u27ILDiENQtxcAv8xdQlW3iuxa+H1RXsJT/jl+iXJvt2HSwG5kPIpBJ+EOf3SsQPMq9sUaR0lT07MqhqYWKJnprNwRoO1whBDimSThFUIUKpVKxaBPO3I3PISZyzfQtsvHKArsCb1Du8GTKV2pFl/+MIfYhKTnn8ygFLSdTsYnf7MmVMWNuEzu//sLrPsEEm4X6XWEXLtF7Y79eK9JbW6c2Amo8OnUg5vXLlO/RpUirftVoFKpcK9ZD4CdewO0G4wQQjyHJLxCiCKho6PD0B6dWd63KXu/8uaTBuVIPL2dh1fPMHPsEErbO1L3ve6s+ufQc+fy1XdtyolLN1k4vD0fexpB6N8wtz7h68aRmhBbqHHfik3hi9/+pU71qpze8gdKegoOFT34Z18g+zcux8rSolDre5V92KkjpTx8uKNrS2pGyZ1RQwghJOEVQhS5iramTO5QnZOBu2jz2WAMLOzISkkg2H81n/g2xqxsRXx7jSA0Jj7PIQ8mFtb0nrYFVb8DUKY2GcmxvD/oR9yd7QhZ+yOoC55wpaRnsXxvCJ8uPkajX/bhH5GBjpEp5vZOzPpjOTcvn+PdZk0KfP7X1ehhX+D5yVj0ytfm6LUH2g5HCCHyJAmvEKLYVKvsgv+y2STeu8n0xWupVL856OiSfDuCgKBDtJkVxNs/7uXLdacZv2A1ETH3nz6JQzXovYdrtceRkKFDYmomziE/w4JGcMkf8jlGOEutsDngJC0//xprZ3d6+jYi8OJNFAW8KtqybsMm7kdfZUifHujoyK/K3KhUKrzdbAE4cDmXz0oIIUoIPW0HIIR48+jr6/Hl51358vOuxNy9z69/rCQs0ZBr+jrcTUjjr70nuLWwHxMH6WJZzp3KnrWpXr0GjerXoqVXHd6yMcOt40jCmvXk4oafsLy/Ae6FwtqP+faoFaUr1eXdVi1BX19T592EVHYfv8jWf3Zx+uQJos4dI/3hTc1+lY4u75dJ4Wu/dylnY6KNZik4dVb2gh3JD4i6ehn/PQEYqTLwa1kVMpLByIIth65y+lIklczS8KhZD8wcQN/4patuWqk0y3cE8fe+G3zXzqMQLkYIIQqfJLxCCK1ytCvNjLHDAEjNyCL4+iOWb/JnpY0jKQ9iiI08z/HI8xzfBosBdHQp23Yo9Vp3wsJYn4y4JtwKSaCGOhS9m8FMO3wd1c7rhJ/YTYROOXQb9eWhpTv3EtJIOLWDh7sX/K9yHV2c3GvTpXMnRg/shZ2drTaaIP+yMuHeJbgbCvfDGD59NTtORDCjlQG+FbOLREVl8sXSZCpYqvDTMdMc+ueaZP6+nEm5u7vxqGsAOvrct6zFmN3xtG7biQ49h6FrYPjCIV3Ys56YJcN4VKE20eM+xcn6FftjQQjxRpCEVwhRYhjp69LItTSNvu7BH1/34NT5Syzf6E/wqVNcDbvI/euXyUxNIk1lwOmoWACSw05wb8tCAp44jwIsOhYPnGeezTdc1KnEeYsmpFWrSXRUTTxr1aFNy2Z80rltyX0ITZ0F9y/DrdNcDd7PqPlbSUqI459uRpoi0RHJXL6bybUHQGUzMLWnopsx7WtF8ZatOdR6B/RNIDUO78tHSFVdp0p5G9BPhYxkTp04zMLtyewMOkGnB3PBpSm4t0Nxb4/KIH+9v+++04KRQFr0efacj6ZnU7eiaQ8hhHgJkvAKIUqs2tWqULva/6YAUxSF8GsRxGbq8zBDj4TUTM6FZLA3/UMSExPIzFKjoCIzNZlqpRUqE4GrxQNG/hVCckYIwUPLUXtqZ3BvB86NQVf/GbUXI0WBuGi4GcyalSv4a+cRPqqcRtcqagBMEtRsPJWIjgqSVKUp5VQdSldmeBl9+uiXpnaT1uBSA3R0cQS2jHq6iiHtMnD196eRry/o6cGjCMrvW8OwByuxyYxBlR4Pl7bDpe34dOxJFY+qfPfrAsp61Htm6FWrVsWytD2x9++wYcceSXiFECWSJLxCiFeGSqWickWXHNs+qOvExN4dNO8zMjLw9/fH19cXfT09bpzYTucbX3HuciS1LB7BycVwcjGTDqm4mFqagX4f0bhtN7B1Ax3dor8IdRY8uEJK5Ekmz1jAhbCrbOhijF5a9iwHZ4NS2XI6HTuVPl2rl4YyNXEsU4vZ+jFUfbsZ+m0+AKPsXt4CL2isUoG1C25dvmVGl2+zY4oJgfDdXPRfyIGIaxyNCub7Ki2hbluo3xcqNM0+7qlTqfBp3pItf63iWOBeMrK+QF9XHvITQpQskvAKIV5fKhVv1W/HioB2KBmpqCIPQug2uLSD9WcjOXc3jk4O0yF6DuiXIly3MgtPpfN2Ay86d+kC5mXAzPGFe4IzUpPRTXmATtx1eHiNfXv/r737jo+qSh8//pmePukJQ0goUgIBiXSkKCggoOLKChZWVuC3iLAg7CqsuhQV8Asiq7uoILJ2UAHRFQsoVQJKQESiFENNISSkJ9PP74+B0ZAEQVLM8Lxfr7zInPvcM+c8uQlPbu499wtWfLSdrhaYlFQKznJMSvH86mJK7HCoeyBtY0wQk8SwOyxEd9PRZ9Aw6H+HtwifNLAW8nOeVgeNO0HjTiT2msaW9gv5fsPbxAad8J71nb8vnKa9/sgfJ89Fp6/4X8d9d/2BD959i4IfviL12Fm6t4isxcEKIcTlk4JXCHFV0Bj8oOVNno+hz/FC/It8+fG73NDFBCVpYC9hxze7WLDOyg3ffM2dRcvO78ktKx0U2HW8Ou46EuPCQKMj5acC/vXZYa5NCGPGoHgoz4fyAtrM/ZGDuU72PxhIUrSnWD22186b26xkNdMxqU0gGALRxibx2N3lBEcnEHnPn6BdHzD40Q3oVm9ZAo3eQJ9RM+gzagbk/AjfvELG1teZ+dEx7B8sICH7U3qMng2Jt8O55doGD74Fg8kfR1EOb3+8me5/HV6PMxBCiMqk4BVCXH20OvqOnEjfkRM9r8/dINZq/Ts85FhH61A7hBqgOAtcdr45UU5eucJ2fDfYPEXswW/trEqxUpCTwYzWR71d6zWe626zSzQktW4G4c25vlEo8yx5dEjuBH+4B8Kbg1bL9DF1PvPLE90GhiwkKPkhHjs9hr1fp9Aj8Di8NxoiW7MvZjgtB40nIDiELn36s2PD/1j/8Yc8LwWvEOJ3RgpeIYTQ6iA6kR6j59Bj9Jyf291uKMvj4y6fkXXsIM2Sr4FAP3A7uS7xKP+6Jo3mlgi4qTf4h4F/GB/dVkJQhIWIxs1A77kUojUwvX5mViPMlmb8879fQtlZ2PUy7HoRW/aPDPnHdOzqMT5/+QlmTZ/KfaFdcCRcS06xlehgv1/vWAgh6ogUvEIIUR2tFoKi6DbkvkqbOiRDhxGVd2kWVwfjqi8B4XDjDOgxgaPvPYXRsBjlcJGYtpCOWe/wVOchPJvnYNuhXO7s5MuJEEI0NHIrrRBCiMvjZ6bNqAUcOpnLFy8/jinMAsWZjCtbRpM19/HGtKHkpH9f36MUQggvKXiFEEL8JvoAM23ungOT98Gt/2Lr2Ug2HrGxbss+shf2gvfHwIldnnWGhRCiHknBK4QQ4sroTdBpND0WphEeHg7A/w5a4fv34dUBzL6tKUsff4DS/Jx6HqgQ4molBa8QQogaYTCaePiJpwGYnWIgPe52cq0G5n5ygr88vYIjT7SDNf8PDm8El7OeRyuEuJpIwSuEEKLGTJ84lrDYJtjLSxiwLggmfc288bczrH0IHSJs8N0qeOtOnr09linDOpP2xSrPahhCCFGLpOAVQghRY/R6PXNmPg7A0Y1v8vLOM0z99wes3VeAZuxG6DIOt184z28/y7/WpfLj0j/Ds61g7YMUf/02xWdO1fMMhBC+SApeIYQQNWr82AdIaJmI21rM/z01k6O5paDRQJOuMGQhauoP/Hv+TEbf0JKBiWYoPQP73uatOWMIj23CpJuawtaFcHwHOKz1PR0hhA+QglcIIUSN0uv1vLH8ZQCKf9jOI29+hfrFSg06ox+3jp/Jik2HCHz8OPzpQ+gxke8Kg3G6IcadDV8+CStuwf5UHH1bhzNteA/K962DErnxTQhx+eTBE0IIIWpc7969mf7PJ3nnTCzfZDv4cF8mt3dsXDlQb4TmfaF5X5YMfJq/792Kf9YuKNkPx1PYezCTrYfKOHByFwvbjfKcKQ6K4d/7AzhhDeTu4cNIvuE2CGvm6UsIIaogBa8QQohaMW/241i+OMyzGw7x5P/S6NsyitDAixelzZL7QHIfzwuluOZIKq8nLKf4VBqaqDLIPQwlp3n7y1JSTrm4zrWX5ANPgUZHmi2Gv60voHPb5syZMhrCm4G5CQ7/aAxBYbU/YSHE75YUvEIIIWrN/+vbnA++zeD7r7dxTcdHWP3eu/Tt2PLSdtZoiGjZmVFPdP65zV4Kp9P4Cy9x3e5UulwXAOoYOEo5cPg4n+wrpyDvDHNa/fykt77LS/kh182qsYkM6NEegmM4UWJk/b4sWrS4hhv79SPQmgVlZ3EFhKEzyJliIXyNFLxCCCFqjUmv48lbW9F39nCcxXn079OTMY8vYvGUe/A36i6/Q2MgNOnC/bO6cP/5NqWgOJsu+7axtNV6gt0F0MoPCo5DYQanioopsCpCyo/BIc8qEF+nOXjwvXJ6xeu4OeM5bgL44VG6LCvhYJ5izQNNualjPPiZ+TbLyb8+T6dt01j+ft/NYAoGYyAbUtMpc2ro3rkjMZZ4MAZQ7tSSX2ojKDSCkIhY0BlqJI9CiCsjBa8QQoha1bOVha1bNjN4yFAKso6z9NE/8cF7b/PvBXP54w3JV/4GGg2ENKJp77sY1/uuSpv3P3CSjEPf0ixUA7YzUHKaCGMqt6XvpG20HhVmxlmYhcFtJbdMUWxTBNlPQ2YeAIcPOPjvl+X0jj/M35vs8fY7fWkJe7LcrL/Hn1taegrbzYcdDH67nORYLXv+EgRaPej9uf2tfPZk2lk6sim3XBsDej++z3bw6PuHaBEbwvPjenueWKf347VNhzieW8of+iaT1CoBDP7klznZvPcnwsLCuKFnFzD4gd6f0/kluLRGwqNi8AsK87ajlXvShfglKXiFEELUuh7JSRz7YR93j53IJ++/Sc7uT7mr/waaduzFYzNnMXJgL4JMtfNfkjmmCeaYJhXabrwBbvyH53OHw8H69esZPPBmUh84RW7mUZqE+4EqB2sBSYmHmBe+C0uoEbo0B2sR2Evp0GI7Br9CYpokQChgL8WhyUenKcffoPF07naCvZjMAiunCty4CjMg27PSRNZPTtbvK6NDdg7sz/aO7bXVpWw65qJVyU6SjnsK6R9POvnDq2U0C9WQPjnYGzvunTI+OuRk2a1+jL3OcylG2hkXvVeUEWfWs+9vLcDgD4YAnvosi6/SS3hoYGuGdmsJxgDyrTqe++hbQs0hTL1vsOcMujGQH0+eJbfUjiv3LJxtDQGhKEMgGALQ6H7DmXkh6pkUvEIIIeqE2Wxm/Xtv8MWW/8fYSX/j2P6vObZnCzM/Osj8nWUkx4cSr07TLsafYf16EB5qrtsB6gyEx7ciPL5VhebEayFxROXwFXdXbrsNcL6hcNnLwW0DRzk4ynln0CEK8nK5pkkUBOjBYaVtRgbLm6cS4q+DvkngtILDyu05W2l5NJtW1ydCghmcVvyMWfS4ZjcWswEatQbnub716ei0TvyNP/93XmqHs+WKIKMTijO97akHy/j0RyfD4osgcB8A2WdcPPlmKWF+MDVyizd23gflvL7PwYKbTRiyFwCQWeQmYXEJof5azsy+Bo0pGExBPL81lw1p+Yy6MZG7+nUEUzA2jT/LPt2LOTSce4YNQhcYBqZg8svdOLUBhMY2weAX8Nu/VkJcJil4hRBC1Kn+fXtz9LtdrP1yJy++vQ5ry1acOFvGN8fy+Xj1M5Qf2cUYwC/CQkxCK5q1bE3rli1IbtuaYUNuJirID61WU9/TqJ5Gg84UAASAv2d1iGsiWlQKa5wID9xUeffJ/R6r1JYM7PhH5dgPp3j+VUqBcoPTSlLRWQ6MOYRyWKFF43NFdxlTmn/NsBOn6N6mMTQ2g72M4MwsHjqxGYPGBe2SPTcF2suIiNxHs4gzmIODUEYTGnspJXaFS4HT5UZTkg0lnrPSew+U879vHfSOyIPgbwDIL3Ez6dkStBq4z/6G57ITYNYnVp7/2s4/ehl5emAomEIo1wbR6/kjhASY+OQfA/ALCQO/UL74PofUo7n0vK49vXp0AT8zyhjM/vQsQiIaEd+yLVqD6XK/OuIqJQWvEEKIenFHv+7c0a87ACfyyth+JJfZ2yNIPx2BszgPa14mx/MyOb5nM5sBrSmQeVNWYdRrsZj9OL3xFTRl+cQ0stAkLo6mTeJo1TyBttckkNgiAX+/q6cY0mg0oNGBMRD/yEDaRjapFNP3mv70vaAtDvh3FWeqF/0Znjl3qYdz8GAMej0tyovJmHyM8sJcsISDvQRsJYxtvpvrDx2hyzUxEB8CtmI0p08zvNuXOB12NHGJnstAbMVY3ScBCDFpPGe0nVYKS7LZc6IEDSWYjvzPWxx/9KmVf+2yM6PXenqd8APA6lBcO7cYgKLpwQQHBYIphIVflbEs5SwP9G3Go8M7gykEZQpm8tItBAYF84+/3EVweDSYQjiSVcCJnCKatkykeZsOoPOUQkopTx6FT5KCVwghRL2Ljwjgnoh47tn+MW634sDRU3y5Yze7du/l8OFDZJw8jtWtR6MBu9PNsbwyMvdsx5F7gh+q6E/rH8J1j60mMshEZJCRw5+sQJUVEBUdTUx0NJbYaOIssSQ0bkSCJRq3qqIT8TONBn1ACJaWHSptur71IK6/oC0GeG905W5e/hsssdtwlxeAuxysRZgLz/Bxy+2UFuWj6dMWbIVgLaJryTfc73eELtdGQlwQWIsoPXuW6MBSSuxuAo2AowwcZZzKsnLotJ2CjMNwwFNU25yKF9Z4iuMZlq/A5Clm39hkZc5WOw92NrBkiL/nJj+/EAL/cQSTQceBp2/EEhsFphDW7M7ine1HGNCtHeP+OMCzQocpmNfWbiL9RAa9k+IIj44DUxB5ReXknT1LREQEERERNZZ6UTPqveBdsmQJCxYsICsri3bt2rF48WJ69+5dbfyWLVuYOnUqBw4cwGKx8MgjjzB+/PgKMatXr+aJJ57gp59+okWLFjz99NPccccdtT0VIYQQNUCr1dC+RRPat2gCoyr+7Ha43GQXWsksKGd15OMcOnyEjMxM8k5nUZB7mtL8M9iL8tAFhXOm2MaZYhsAmZs/wZF3our3CwwlfuIbzPluE2Z/A+lrFmLPzyYw2ExQSAghIWZCQ8MICwslOjqaIXcMJ8RPT6BJT1lBLsF+RmIiwwgODJAzhJdAZzShM8Z4X/s3gsFt+leKu2cA3HNBWyRw+p+AywG2YrAWgLWIh286xB+OpmMJMUBMAFiLUEV5PHHXJoqKSwhs3QocxWAtIiz0BO2i84k3n1vJwlmOraCMcoei3OEkMHsnFHi+jvu/svH+VhuRpYcg4FPvOB56qgi7C8abPiT8XD//3WHnbxus3HtdMG+ObuW5AdAUzDXTt1Bud7N57p20bBoHxgA+ST3Oso9307tTWx5+YDgYAsHgz3OvrcXm1PDnP91DTOOmYAzg2Kls9n77LXFxcXTp0sU7hvT0dDQaDRaLBZPJ89eM84/wluOwsnoteFetWsWUKVNYsmQJ119/PS+//DK33HILaWlpxMfHV4o/evQogwcPZty4cbz55pt89dVXTJgwgaioKO68804AUlJSGDFiBE8++SR33HEHa9eu5a677mL79u1069atrqcohBCiBhl0WpqEB9AkPIBufxtXZYzD6eJEdh7lGhO5JTbySuysc4/n5MkT5OWeoTA/j5KCfMqLzmIvKUAbEIpCQ36Zg/wyB9lHvseRW3VxrAsK5/2CBO/r7Df/ji3j3DlmjRat0Q+9yR+9KQD/kHAGTX+ZAKMOf6OO7z97m9K8LAICAgnw98ff34+AgAAC/P0JCgzglmHD8dPrMBm0ZB5Px+2wEhIYSEhQAMGBAZiDgwgJCsDPZJSCRmeAgHDPB5Bg6UhCr4oh/sCc2yrvOmUSTIGfi2ZbEUZrEZm3H6MoN4fgRkHgKAVbMYOjfiQi8QhtGwVAq2CwFeO2FjO43bcUl1oJCQ4CygGFRqMwm8CstULeYe/7ZeSVYHWC4ce1kO0pjg/utLF2iw1T3vcQ/D9v7PyFxeSUKoaefZmYaM9qGF/ssTP2IytDE/35aFxz0PuBwZ+b/5lK+plydszqR4+2TUDvz8qvjnHPs58yoFMLPls47twydX7cMOE5jpw6w7vP/o2eXZJBb2TLN2lMm7uE5PaJLFs8z/Nobp2JKTNmczj9KLNnzqJzt+6g0bBv3z7mzJlD8+bNWbBggXe8Tz31FAcPHmTSpEl07dr1yr+utaheC95FixYxZswYxo4dC8DixYv57LPPePHFF5k3b16l+Jdeeon4+HgWL14MQGJiIrt372bhwoXegnfx4sXcfPPNzJgxA4AZM2awZcsWFi9ezDvvvFM3ExNCCFFvDHodLeKiK7Td2WlGtfHFpeWsXf85nXv0odSp2NLmOTIyszhzNp/8/HwKCgooLiykpLgQDP60aRRCic1Jqc3JaeX+uSPlxm0rw24rw04etvJSth/J9W7O3rge26m0KsegMfjxXkFT7+vT787EejS16gFrtLT+x/8wGXQY9VpOrltM4ZFUtHo9Wr0Bnd6ATqf3/KvXM2ja8/j5mTDotBzY+B7ZR/ajNxgwGAwYDEb0Bj0GgxGDwcCAu/+Cf4A/eq2GtK+38u2u7by7KRWjwYBer0OvN2DQ69DpdPS+eSiBQYHoNBqOH/mB0xkn0et0GAx6dHo9Br0OvU6PXqelXYeOBAQEoNVoOJuXQ9HZs2h1WnRaDTqdDr1We+61FoulMf5+JjQaDaXFRZSWlaLTaNBpdWh1nnidVotWq8EcEoJer0er0eB0OnA5nei0WnQ6LVrtzx9V/oLwi6JZAzRq1IFGF4R06QVdLmjTAu8+4Lm+OXDwYNDpwFHGVHsJU+2eQhl7ybkbAEv4tsMRSosLsMSFgNsKjjL6h51kSdwxmofrIT7Ye2nGfZ3TyS+xERFkApwARAZo6NlER2KYCwpPesfhj41AA/hn7QK1GwDHT3bPIVJwDDbP9cZmHS8hI8+N84un4Iin9Mv7wUHq/nL8Cw/BfzZ6Y7et9awvPTF8G3xqAJ2J7HQ3a9bkkdzYBJZPPbnTGfn8tR/YdqSI24O+o2taE3QaHd3y8qEoGSIqn7isT/VW8NrtdlJTU5k+fXqF9gEDBrBjx44q90lJSWHAgAEV2gYOHMjy5ctxOBwYDAZSUlJ4+OGHK8WcL5KrYrPZsNls3tdFRUWAZ21Gh8NxOdP6Tc6/R128V0Mjuama5KV6kpuqSV6qp9MozEZoGm7CYDDQ8d5bL33n6fux2p3kFhRxJr+IvPxC8gqLyC8spszqoEWHJErtLqwOF5sd95J96jhlZaXYrFasVit2m+dDafW0bxyC1eHC5nRTHByCMzgct8OOcno+ztPo9FidbqxOT7FddDYHa352dSPky0O5aLSes4VnUr6i7Iet1cb+ENkHrSkQgLxPVlLy3efVxr6XFYY+2HOt6tmNL1Oc+lG1sZZxL2MIbwxA/pbXKNr5XrWxjf78PMbo5gAUfPUOhdvfqjY25t4F+MUlAlD09VryNy2vfgx3P0VAs2Q0Gg1Fez8l57MXPTfIaTSA5hdFsYYmdz5KSKtuaDRQ8P0WMv73ws8daSp+0vT2KYS1641Go6Hw4C7S1yys8L4a8N6IlzB4PNHJgwAo1H7L4ZfnXRCpBU0Abx2BpjeNplmX/piSbQREpLHk7cW8mKbQahQaFBrMGIMU/d+D/r060b9bItqOZTwekcnSNduwvOD2xjpdRmLNilEfuri3azhje4SR0KScRbcVsWhLHq3/U3auT8+DV2KDNEz6xMq4024e7QWJoW7m9zfxwtd22s79+Ze2IpsiOkDDo6v28/0PPzLrBj9igeNn8rCEXPjrQ827nJ9n9Vbw5ubm4nK5iImJqdAeExNDdnbV37jZ2dlVxjudTnJzc2nUqFG1MdX1CTBv3jxmz55dqf3zzz8nIKDu1gncsGFDnb1XQyO5qZrkpXqSm6pJXqpXU7kJBoKDgCADZH5L6Ln2kX3aAe0usufZnz+dM7nCFqdLUW53UG6zU253EBTixOEGl4KsqAcoLv4jdqcLh92J3eXE4XDicLpwOBy0aqFw48Kl4Kcb+pLXpgVOpxOn04nL5fKeGXW5XCTH6kDvxq3gp1atOKO14Xa7UcqF2+32fO5243a7aB5mROevcCvQREah4lqj3C7UuRilfv7c7K/HYFQoBeUmE6UBIaDUuWtO1c+fK+U5e4tCARqNFrQ6z+Ojz8f+QsUTtxe/89DpBofL04fD6US5KhZLv9y7zOYEq+cMa2m5DZe1pNp+C0utOEs8v5CUFZfhLC2oNvZsUSmOAisA5QWl2Ivyqo09U1CCLV8BRqwFekoLcquN3VDQmK+LPIW0zXmEnPxPq41dUng9b5eNAj04ok+RWTi+2thFhf1YZx2B3s+Fq/UZMr6YTkZx5TznlMF7he0otA9Ar3HRfs9BzAerviyoJpWVlV1ybL3ftHbhnxl+bVmQquIvbL/cPmfMmMHUqVO9r4uKimjSpAkDBgwgJCTk1ydxhRwOBxs2bODmm2/GYJDnrv+S5KZqkpfqSW6qJnmp3tWVm1suOdLh6H/peXl04GWM4dJjlRqAUq+gALfyFMxutxuny43L7UKj1aHRaFFKYXf0wmqdi8vlxq3cuNxu3G7ljQ8OMWM0GlFKUVKSTEHBQ7jdLlwuNy6lzlW8nveIiIomICAQBRQXJZH76Ejc52Lcyo3L5WLPnr1c27EjjSxxBAWHoFCUFLcje8Jgb23iPrf8hzp36UtUrAVzaNi5fhPJ/FMv7woh6lz/6lzpHRXbiIhIz6U5JcWJHL+zo7dfb//n/o2OtRAV6zmjWlaayJFBnjPk6vz7/6Kcj4610CjOc7mBtbwtP/Rd84uEV8x/VKwFS7znmnW73UZa95a/+NpUjI2IiqFRkwRS9+xhyJAbCQnwu5Qv8RU5/xf5S1FvBW9kZCQ6na7SmdecnJxKZ2jPi42NrTJer9d7lwCpLqa6PgFMJpP3DsdfMpy7xqmu1PX7NSSSm6pJXqonuama5KV6kpuqNay8XOLT+aJCAMulxVpCoU1ChSaHw4GmJJfBN3S7IDcR0K7ppfVLJFzb/BJjo6DjpcbCzZcRe9O1zS49tn3CRbc7HA5KflKEBPjVyTFzOe+hrcVxXJTRaKRTp06V/oS0YcMGevbsWeU+PXr0qBT/+eef07lzZ++kq4uprk8hhBBCCOHb6vWShqlTpzJq1Cg6d+5Mjx49WLp0KSdOnPCuqztjxgwyMjJ4/fXXARg/fjz//ve/mTp1KuPGjSMlJYXly5dXWH1h8uTJ9OnTh2eeeYbbb7+ddevWsXHjRrZv314vcxRCCCGEEPWrXgveESNGkJeXx5w5c8jKyiIpKYn169eTkOA5ZZ6VlcWJEz9f9NysWTPWr1/Pww8/zH/+8x8sFgvPP/+8d0kygJ49e7Jy5Uoef/xxnnjiCVq0aMGqVatkDV4hhBBCiKtUvd+0NmHCBCZMmFDltv/+97+V2vr27cuePXsu2ufw4cMZPnx4TQxPCCGEEEI0cPV2Da8QQgghhBB1QQpeIYQQQgjh06TgFUIIIYQQPq3er+H9PTq/oPPlLGh8JRwOB2VlZRQVFTWgtQ7rhuSmapKX6kluqiZ5qZ7kpmqSl+pJbqpW13k5X6epC5+CUQUpeKtQXFwMQJMmTep5JEIIIYQQ4mKKi4sxmy/+0BGNupSy+CrjdrvJzMwkODj4oo8krinnH2V88uTJOnmUcUMiuama5KV6kpuqSV6qJ7mpmuSlepKbqtV1XpRSFBcXY7FY0GovfpWunOGtglarJS4urs7fNyQkRL5xqiG5qZrkpXqSm6pJXqonuama5KV6kpuq1WVefu3M7nly05oQQgghhPBpUvAKIYQQQgifJgXv74DJZGLmzJmYTKb6HsrvjuSmapKX6kluqiZ5qZ7kpmqSl+pJbqr2e86L3LQmhBBCCCF8mpzhFUIIIYQQPk0KXiGEEEII4dOk4BVCCCGEED5NCl4hhBBCCOHTpOCtJceOHWPMmDE0a9YMf39/WrRowcyZM7Hb7RXiTpw4wa233kpgYCCRkZH89a9/rRSzf/9++vbti7+/P40bN2bOnDmVnhu9ZcsWOnXqhJ+fH82bN+ell16q9TleiaeffpqePXsSEBBAaGholTEajabSx4Xz8rXcXEpertZj5kJNmzatdHxMnz69QkxN5coXLFmyhGbNmuHn50enTp3Ytm1bfQ+p1syaNavSsREbG+vdrpRi1qxZWCwW/P39ueGGGzhw4ECFPmw2G5MmTSIyMpLAwEBuu+02Tp06VddTuWJbt27l1ltvxWKxoNFo+OCDDypsr6lc5OfnM2rUKMxmM2azmVGjRlFQUFDLs/vtfi0vo0ePrnQMde/evUKML+Zl3rx5dOnSheDgYKKjoxk2bBgHDx6sENNgjxklasUnn3yiRo8erT777DP1008/qXXr1qno6Gg1bdo0b4zT6VRJSUnqxhtvVHv27FEbNmxQFotFTZw40RtTWFioYmJi1MiRI9X+/fvV6tWrVXBwsFq4cKE3Jj09XQUEBKjJkyertLQ0tWzZMmUwGNT7779fp3O+HP/85z/VokWL1NSpU5XZbK4yBlArVqxQWVlZ3o+ysjLvdl/Mza/l5Wo+Zi6UkJCg5syZU+H4KC4u9m6vqVz5gpUrVyqDwaCWLVum0tLS1OTJk1VgYKA6fvx4fQ+tVsycOVO1a9euwrGRk5Pj3T5//nwVHBysVq9erfbv369GjBihGjVqpIqKirwx48ePV40bN1YbNmxQe/bsUTfeeKO69tprldPprI8p/Wbr169Xjz32mFq9erUC1Nq1aytsr6lcDBo0SCUlJakdO3aoHTt2qKSkJDV06NC6muZl+7W83H///WrQoEEVjqG8vLwKMb6Yl4EDB6oVK1ao77//Xn377bdqyJAhKj4+XpWUlHhjGuoxIwVvHfq///s/1axZM+/r9evXK61WqzIyMrxt77zzjjKZTKqwsFAppdSSJUuU2WxWVqvVGzNv3jxlsViU2+1WSin1yCOPqDZt2lR4r7/85S+qe/futTmdGrFixYqLFrwX/hD6JV/OTXV5kWPmZwkJCeq5556rdntN5coXdO3aVY0fP75CW5s2bdT06dPraUS1a+bMmeraa6+tcpvb7VaxsbFq/vz53jar1arMZrN66aWXlFJKFRQUKIPBoFauXOmNycjIUFqtVn366ae1OvbadOHP1JrKRVpamgLUzp07vTEpKSkKUD/++GMtz+rKVVfw3n777dXuczXkRSmlcnJyFKC2bNmilGrYx4xc0lCHCgsLCQ8P975OSUkhKSkJi8XibRs4cCA2m43U1FRvTN++fSss4jxw4EAyMzM5duyYN2bAgAEV3mvgwIHs3r0bh8NRizOqfRMnTiQyMpIuXbrw0ksv4Xa7vduuxtzIMVPRM888Q0REBB07duTpp5+ucLlCTeWqobPb7aSmplb6eg8YMIAdO3bU06hq3+HDh7FYLDRr1oyRI0eSnp4OwNGjR8nOzq6QD5PJRN++fb35SE1NxeFwVIixWCwkJSX5VM5qKhcpKSmYzWa6devmjenevTtms7lB52vz5s1ER0fTqlUrxo0bR05Ojnfb1ZKXwsJCAG/t0pCPGSl468hPP/3ECy+8wPjx471t2dnZxMTEVIgLCwvDaDSSnZ1dbcz5178W43Q6yc3NrfG51JUnn3yS9957j40bNzJy5EimTZvG3LlzvduvxtzIMfOzyZMns3LlSjZt2sTEiRNZvHgxEyZM8G6vqVw1dLm5ubhcrirn6StzvFC3bt14/fXX+eyzz1i2bBnZ2dn07NmTvLw875wvlo/s7GyMRiNhYWHVxviCmspFdnY20dHRlfqPjo5usPm65ZZbeOutt/jyyy959tln+eabb+jXrx82mw24OvKilGLq1Kn06tWLpKQkoGEfM1LwXqaqboa48GP37t0V9snMzGTQoEH88Y9/ZOzYsRW2aTSaSu+hlKrQfmGMOndDzeXG1LbfkpuLefzxx+nRowcdO3Zk2rRpzJkzhwULFlSIaQi5qem8+NIxc6HLydXDDz9M37596dChA2PHjuWll15i+fLl5OXlefurqVz5gqrm6WtzPO+WW27hzjvvpH379tx00018/PHHALz22mvemN+SD1/NWU3k4lK+1xqSESNGMGTIEJKSkrj11lv55JNPOHTokPdYqo4v5WXixIl89913vPPOO5W2NcRjRl8rvfqwiRMnMnLkyIvGNG3a1Pt5ZmYmN954Iz169GDp0qUV4mJjY9m1a1eFtvz8fBwOh/e3p9jY2Eq/7Zz/s8qvxej1eiIiIi59clfocnNzubp3705RURGnT58mJiamweSmJvPia8fMha4kV+fvoD5y5AgRERE1lquGLjIyEp1OV+U8fWWOvyYwMJD27dtz+PBhhg0bBnjOMDVq1Mgb88t8xMbGYrfbyc/Pr3CWKicnh549e9bp2GvT+ZUrrjQXsbGxnD59ulL/Z86c8ZljrFGjRiQkJHD48GHA9/MyadIkPvzwQ7Zu3UpcXJy3vUEfM7VyZbBQSil16tQp1bJlSzVy5Mgq7+w9f1NNZmamt23lypWVbqoJDQ1VNpvNGzN//vxKNyAlJiZW6Hv8+PEN4gaki920dqEXXnhB+fn5eW8w8uXc/NpNa1fzMVOdjz76SAHelQdqKle+oGvXrurBBx+s0JaYmOizN61dyGq1qsaNG6vZs2d7b7p55plnvNttNluVN92sWrXKG5OZmemzN61daS7O34C0a9cub8zOnTsbzM1ZF+alKrm5ucpkMqnXXntNKeW7eXG73eqhhx5SFotFHTp0qMrtDfWYkYK3lmRkZKhrrrlG9evXT506darC0ibnnV82qX///mrPnj1q48aNKi4ursKySQUFBSomJkbdfffdav/+/WrNmjUqJCSkyiWmHn74YZWWlqaWL1/+u19i6vjx42rv3r1q9uzZKigoSO3du1ft3bvXu6zUhx9+qJYuXar279+vjhw5opYtW6ZCQkLUX//6V28fvpibX8vL1XzM/NKOHTvUokWL1N69e1V6erpatWqVslgs6rbbbvPG1FSufMH5ZcmWL1+u0tLS1JQpU1RgYKA6duxYfQ+tVkybNk1t3rxZpaenq507d6qhQ4eq4OBg73znz5+vzGazWrNmjdq/f7+6++67q1xWKS4uTm3cuFHt2bNH9evXr0EuS1ZcXOz9OQJ4v2/O/2JYU7kYNGiQ6tChg0pJSVEpKSmqffv2v+vlty6Wl+LiYjVt2jS1Y8cOdfToUbVp0ybVo0cP1bhxY5/Py4MPPqjMZrPavHlztUuCNtRjRgreWrJixQoFVPnxS8ePH1dDhgxR/v7+Kjw8XE2cOLHCEklKKfXdd9+p3r17K5PJpGJjY9WsWbMqnX3avHmzSk5OVkajUTVt2lS9+OKLtT7HK3H//fdXmZtNmzYppTzrGHfs2FEFBQWpgIAAlZSUpBYvXqwcDkeFfnwtN7+WF6Wu3mPml1JTU1W3bt2U2WxWfn5+qnXr1mrmzJmqtLS0QlxN5coX/Oc//1EJCQnKaDSq6667zrvMkC86vy6owWBQFotF/eEPf1AHDhzwbne73WrmzJkqNjZWmUwm1adPH7V///4KfZSXl6uJEyeq8PBw5e/vr4YOHapOnDhR11O5Yps2baryZ8r999+vlKq5XOTl5al7771XBQcHq+DgYHXvvfeq/Pz8Oprl5btYXsrKytSAAQNUVFSUMhgMKj4+Xt1///2V5uyLeamublmxYoU3pqEeM5pzExRCCCGEEMInySoNQgghhBDCp0nBK4QQQgghfJoUvEIIIYQQwqdJwSuEEEIIIXyaFLxCCCGEEMKnScErhBBCCCF8mhS8QgghhBDCp0nBK4QQQgghfJoUvEII4cOWL1/OgAEDrqiPnJwcoqKiyMjIqKFRCSFE3ZInrQkhhI+y2Ww0b96clStX0rt37yvqa+rUqRQVFfHKK6/U0OiEEKLuyBleIYTwUatXryYoKOiKi12AP//5z7z11lvk5+fXwMiEEKJuScErhBC/c2fOnCE2Npa5c+d623bt2oXRaOTzzz+vdr+VK1dy2223VWgbPXo0w4YNY+7cucTExBAaGsrs2bNxOp38/e9/Jzw8nLi4OF599dUK+7Vv357Y2FjWrl1bs5MTQog6IAWvEEL8zkVFRfHqq68ya9Ysdu/eTUlJCffddx8TJky46PW527Zto3PnzpXav/zySzIzM9m6dSuLFi1i1qxZDB06lLCwMHbt2sX48eMZP348J0+erLBf165d2bZtW43PTwghaptcwyuEEA3EQw89xMaNG+nSpQv79u3jm2++wc/Pr8rYgoICwsLC2Lp1a4VLGkaPHs3mzZtJT09Hq/Wc82jTpg3R0dFs3boVAJfLhdls5pVXXmHkyJHefadOncrevXvZtGlTLc5SCCFqnpzhFUKIBmLhwoU4nU7effdd3nrrrWqLXYDy8nKAKmPatWvnLXYBYmJiaN++vfe1TqcjIiKCnJycCvv5+/tTVlZ2pdMQQog6JwWvEEI0EOnp6WRmZuJ2uzl+/PhFYyMiItBoNFXeZGYwGCq81mg0Vba53e4KbWfPniUqKuo3jl4IIeqPFLxCCNEA2O127r33XkaMGMFTTz3FmDFjOH36dLXxRqORtm3bkpaWVmNj+P7770lOTq6x/oQQoq5IwSuEEA3AY489RmFhIc8//zyPPPIIiYmJjBkz5qL7DBw4kO3bt9fI+5eVlZGamnrFD7EQQoj6IAWvEEL8zm3evJnFixfzxhtvEBISglar5Y033mD79u28+OKL1e43btw41q9fT2Fh4RWPYd26dcTHx9fImr5CCFHXZJUGIYTwYXfddRfJycnMmDHjivrp2rUrU6ZM4Z577qmhkQkhRN2RM7xCCOHDFixYQFBQ0BX1kZOTw/Dhw7n77rtraFRCCFG35AyvEEIIIYTwaXKGVwghhBBC+DQpeIUQQgghhE+TglcIIYQQQvg0KXiFEEIIIYRPk4JXCCGEEEL4NCl4hRBCCCGET5OCVwghhBBC+DQpeIUQQgghhE+TglcIIYQQQvi0/w+/G4woct4/RgAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(8, 3))\n", + "plt.plot(x, htim2[0, 0], label=\"timflow top aquifer\")\n", + "plt.plot(x, htim2[1, 0], label=\"timflow bot aquifer\")\n", + "plt.plot(xmf, hmf2[0], \"k--\", label=\"modflow top aquifer\")\n", + "plt.plot(xmf, hmf2[-1], \"k:\", label=\"modflow bot aquifer\")\n", + "plt.legend()\n", + "plt.title(f\"aquifer below land is unconfined. head at t={t} d\", fontsize=9)\n", + "plt.xlabel(\"x (m)\")\n", + "plt.ylabel(\"head(m)\")\n", + "plt.grid()" + ] + }, + { + "cell_type": "markdown", + "id": "27fccf71-301a-4ee4-9ed7-28bccdb38c41", + "metadata": {}, + "source": [ + "### Semi-confined aquifer below the land" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "6f83d2ba-a3b8-435c-9f8e-74c01c8d2313", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "self.neq 4\n", + "solution complete\n" + ] + } + ], + "source": [ + "# timflow model\n", + "ml = tft.ModelXsection(naq=2, tmin=0.0001, tmax=10)\n", + "riv = tft.XsectionMaq(\n", + " model=ml,\n", + " x1=-np.inf,\n", + " x2=0,\n", + " z=zsemi,\n", + " kaq=k,\n", + " Saq=Ss,\n", + " Sll=[0, Sll], # MODFLOW cannot do storage in ghb\n", + " c=[criv, c],\n", + " leffaq=leffaq,\n", + " leffll=leffll,\n", + " topboundary=\"semi\",\n", + " tsandhstar=tsandhstar,\n", + " name=\"river\",\n", + ")\n", + "land = tft.XsectionMaq(\n", + " model=ml,\n", + " x1=0,\n", + " x2=np.inf,\n", + " z=zsemi,\n", + " kaq=k,\n", + " Saq=Ss,\n", + " Sll=[0, Sll],\n", + " c=c,\n", + " topboundary=\"semi\",\n", + " name=\"land\",\n", + ")\n", + "ml.solve()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "3538b21b-16bb-4a0e-91ae-66ae7b85e55c", + "metadata": {}, + "outputs": [], + "source": [ + "x = np.linspace(-2000, 2000, 100)\n", + "t = 1\n", + "htim = ml.headalongline(x, 0, t)\n", + "# # compute modflow\n", + "# hmf, xmf = modflow(hinit, ghb1 + ghbland, perlen, nstep, S)\n", + "# np.savetxt('hmfsemi1.dat', hmf)\n", + "# load modflow solution\n", + "hmf = np.loadtxt(\"./data/hmfsemi1.dat\")" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "59de42dc-563c-40ad-8731-5017a65edc8f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(8, 3))\n", + "plt.plot(x, htim[0, 0], label=\"timflow top aquifer\")\n", + "plt.plot(x, htim[1, 0], label=\"timflow bot aquifer\")\n", + "plt.plot(xmf, hmf[0], \"k--\", label=\"modflow top aquifer\")\n", + "plt.plot(xmf, hmf[-1], \"k:\", label=\"modflow bot aquifer\")\n", + "plt.legend()\n", + "plt.title(f\"head at t={t} d\", fontsize=9)\n", + "plt.xlabel(\"x (m)\")\n", + "plt.ylabel(\"head(m)\")\n", + "plt.grid()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "0dc5f99c-57e7-4ba6-a3c6-79c3c029bb49", + "metadata": {}, + "outputs": [], + "source": [ + "t = 2\n", + "htim2 = ml.headalongline(x, 0, t)\n", + "# # compute modflow\n", + "# hinit2 = np.zeros((nlay, nrow, ncol))\n", + "# hinit2[:, 0] = hmf\n", + "# hinit2[0, 0, :nleft] -= leffaq\n", + "# hinit2[1:-1, 0, :nleft] -= leffll\n", + "# hinit2[-1, 0, :nleft] -= leffaq\n", + "# hmf2, xmf2 = modflow(hinit2, ghb2 + ghbland, perlen, nstep, S)\n", + "# np.savetxt('hmfsemi2.dat', hmf2)\n", + "# load modflow solution\n", + "hmf2 = np.loadtxt(\"./data/hmfsemi2.dat\")" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "6a451436-3756-408b-bbf3-ee8032d1d9d6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(8, 3))\n", + "plt.plot(x, htim2[0, 0], label=\"timflow top aquifer\")\n", + "plt.plot(x, htim2[1, 0], label=\"timflow bot aquifer\")\n", + "plt.plot(xmf, hmf2[0], \"k--\", label=\"modflow top aquifer\")\n", + "plt.plot(xmf, hmf2[-1], \"k:\", label=\"modflow bot aquifer\")\n", + "plt.legend()\n", + "plt.title(f\"head at t={t} d\", fontsize=9)\n", + "plt.xlabel(\"x (m)\")\n", + "plt.ylabel(\"head(m)\")\n", + "plt.grid()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:base] *", + "language": "python", + "name": "conda-base-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From c91b2f2131bb39b9f996cb04275182673bed3691 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Sat, 5 Sep 2026 19:06:20 +0200 Subject: [PATCH 25/33] clear notebooks --- docs/transient/05benchmarks/river1d.ipynb | 16 +- .../05benchmarks/river1d_2layer_mf6.ipynb | 194 +++--------------- 2 files changed, 48 insertions(+), 162 deletions(-) diff --git a/docs/transient/05benchmarks/river1d.ipynb b/docs/transient/05benchmarks/river1d.ipynb index 7a7e7ad0..febc65af 100644 --- a/docs/transient/05benchmarks/river1d.ipynb +++ b/docs/transient/05benchmarks/river1d.ipynb @@ -335,9 +335,21 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python [conda env:base] *", "language": "python", - "name": "python3" + "name": "conda-base-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.5" } }, "nbformat": 4, diff --git a/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb b/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb index dfcddcbb..bf8a178e 100644 --- a/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb +++ b/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "4b68a70e-2986-456c-9beb-8a006e79726a", "metadata": {}, "outputs": [], @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "3c237a98-5b44-4910-b962-9387a464d128", "metadata": {}, "outputs": [], @@ -45,7 +45,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "0e409133-c83f-4036-b19d-2e7dbf45b2e3", "metadata": {}, "outputs": [], @@ -97,7 +97,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "f4397814-167d-438a-8b05-675d4f91e169", "metadata": {}, "outputs": [], @@ -202,19 +202,10 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "fe8fc161-617b-4431-9313-1562df1c72f1", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "self.neq 4\n", - "solution complete\n" - ] - } - ], + "outputs": [], "source": [ "# timflow model\n", "ml = tft.ModelXsection(naq=2, tmin=0.0001, tmax=10)\n", @@ -250,7 +241,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "da98573d-26ae-45b6-be67-dadcd580f44e", "metadata": {}, "outputs": [], @@ -269,42 +260,20 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "59948507-d695-4424-883b-388d521485c6", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plt.figure(figsize=(8, 3))\n", "plt.plot(x, htim[0, 0], label=\"timflow top aquifer\")\n", @@ -320,7 +289,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "725b3a7a-d78c-4a87-a011-1d248d0460b8", "metadata": {}, "outputs": [], @@ -342,21 +311,10 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "fdc427fe-5153-4271-a364-10b9d8616b92", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plt.figure(figsize=(8, 3))\n", "plt.plot(x, htim2[0, 0], label=\"timflow top aquifer\")\n", @@ -380,19 +338,10 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "eeb4d273-c145-48d7-920a-8cad280c4ff9", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "self.neq 4\n", - "solution complete\n" - ] - } - ], + "outputs": [], "source": [ "# timflow model\n", "ml = tft.ModelXsection(naq=2, tmin=0.0001, tmax=10)\n", @@ -428,7 +377,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "6ed4c72b-1ed2-4f50-9d37-43c025294a63", "metadata": {}, "outputs": [], @@ -447,42 +396,20 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "id": "72cace96-80b4-4c9a-b2b0-76176beec3e1", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plt.figure(figsize=(8, 3))\n", "plt.plot(x, htim[0, 0], label=\"timflow top aquifer\")\n", @@ -498,7 +425,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "id": "944e386c-ec50-4418-bd36-d4473daff358", "metadata": {}, "outputs": [], @@ -519,21 +446,10 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "id": "ab691172-8c5f-41f3-bcea-bab050f600c0", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plt.figure(figsize=(8, 3))\n", "plt.plot(x, htim2[0, 0], label=\"timflow top aquifer\")\n", @@ -557,19 +473,10 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "id": "6f83d2ba-a3b8-435c-9f8e-74c01c8d2313", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "self.neq 4\n", - "solution complete\n" - ] - } - ], + "outputs": [], "source": [ "# timflow model\n", "ml = tft.ModelXsection(naq=2, tmin=0.0001, tmax=10)\n", @@ -605,7 +512,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "id": "3538b21b-16bb-4a0e-91ae-66ae7b85e55c", "metadata": {}, "outputs": [], @@ -622,42 +529,20 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "id": "59de42dc-563c-40ad-8731-5017a65edc8f", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plt.figure(figsize=(8, 3))\n", "plt.plot(x, htim[0, 0], label=\"timflow top aquifer\")\n", @@ -673,7 +558,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "0dc5f99c-57e7-4ba6-a3c6-79c3c029bb49", "metadata": {}, "outputs": [], @@ -694,21 +579,10 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "id": "6a451436-3756-408b-bbf3-ee8032d1d9d6", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plt.figure(figsize=(8, 3))\n", "plt.plot(x, htim2[0, 0], label=\"timflow top aquifer\")\n", From c87b112b49bd5754e9fd686d1e239376a857fa2a Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Sat, 5 Sep 2026 19:16:00 +0200 Subject: [PATCH 26/33] clear notebook --- .../05benchmarks/river1d_2layer_mf6.ipynb | 16 ++-------------- 1 file changed, 2 insertions(+), 14 deletions(-) diff --git a/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb b/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb index bf8a178e..3775f203 100644 --- a/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb +++ b/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb @@ -599,21 +599,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:base] *", + "display_name": "Python 3", "language": "python", - "name": "conda-base-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.13.5" + "name": "python3" } }, "nbformat": 4, From 5c4cdf97e5f57cf7b70e44386c0ac421ce58a118 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Sat, 5 Sep 2026 19:24:40 +0200 Subject: [PATCH 27/33] one more --- docs/transient/05benchmarks/river1d.ipynb | 16 ++-------------- 1 file changed, 2 insertions(+), 14 deletions(-) diff --git a/docs/transient/05benchmarks/river1d.ipynb b/docs/transient/05benchmarks/river1d.ipynb index febc65af..7a7e7ad0 100644 --- a/docs/transient/05benchmarks/river1d.ipynb +++ b/docs/transient/05benchmarks/river1d.ipynb @@ -335,21 +335,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:base] *", + "display_name": "Python 3", "language": "python", - "name": "conda-base-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.13.5" + "name": "python3" } }, "nbformat": 4, From 9cc3d0242190f83cb2882c89a8d4de209ac4f14b Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Sat, 5 Sep 2026 22:22:12 +0200 Subject: [PATCH 28/33] Couple of comments in NB --- docs/transient/05benchmarks/river1d_2layer_mf6.ipynb | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb b/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb index 3775f203..31204f8d 100644 --- a/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb +++ b/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb @@ -197,7 +197,8 @@ "id": "8f257369-8b10-48fc-ab4c-5bc7ef88db8c", "metadata": {}, "source": [ - "### Confined aquifer below the land" + "### Confined aquifer below the land\n", + "Storage coeffient of top leaky layer is set to zero because MODFLOW cannot model storage in the leaky layer simulated with a GHB cell." ] }, { @@ -309,6 +310,14 @@ "hmf2 = np.loadtxt(\"./data/hmfconf2.dat\")" ] }, + { + "cell_type": "markdown", + "id": "50020d3e-1093-455a-8c76-9b561c687ac3", + "metadata": {}, + "source": [ + "Note the edge effects on the left and right in the MF6 model, because the impermeable boundary in the MF6 model is at $\\pm 2000$." + ] + }, { "cell_type": "code", "execution_count": null, From af74e6fbe56e38def16c183a4ee2e766bcb3f109 Mon Sep 17 00:00:00 2001 From: dbrakenhoff Date: Mon, 7 Sep 2026 11:19:48 +0200 Subject: [PATCH 29/33] fix notebook intro, right half is land --- .../05benchmarks/river1d_2layer_mf6.ipynb | 17 +++++++++++++++-- 1 file changed, 15 insertions(+), 2 deletions(-) diff --git a/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb b/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb index 31204f8d..6b83a7be 100644 --- a/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb +++ b/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb @@ -6,7 +6,8 @@ "metadata": {}, "source": [ "### Benchmark of loading efficiency solution to MODFLOW 6\n", - "Two aquifers. Left half is surface water, left half is land with three different top boundary conditions. Block response in river. " + "\n", + "Two aquifers. Left half is surface water, right half is land with three different top boundary conditions. Block response in river." ] }, { @@ -608,9 +609,21 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": ".venv", "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": "3.13.11" } }, "nbformat": 4, From 0fa7289d0233bdda1bf27ae0e299ecb82473229a Mon Sep 17 00:00:00 2001 From: dbrakenhoff Date: Mon, 7 Sep 2026 11:21:09 +0200 Subject: [PATCH 30/33] unused variable --- timflow/transient/model.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/timflow/transient/model.py b/timflow/transient/model.py index a564a642..9e26dbfe 100644 --- a/timflow/transient/model.py +++ b/timflow/transient/model.py @@ -460,7 +460,7 @@ def headll(self, z, t, aq, returneta=False): rv = np.zeros((len(z), len(t))) headbar = -1 / self.p for iz in range(len(z)): - lay, ltype, _ = aq.findlayer(z[iz]) + lay, _, _ = aq.findlayer(z[iz]) eta = ( headbar * np.sinh(aq.alpha[lay] * (z[iz] - aq.zaqtop[lay])) + headbar * np.sinh(aq.alpha[lay] * (aq.zaqbot[lay - 1] - z[iz])) From 5c848a5af3dfae12f15f5939b9611f60f861fe12 Mon Sep 17 00:00:00 2001 From: dbrakenhoff Date: Mon, 7 Sep 2026 11:21:29 +0200 Subject: [PATCH 31/33] undo metadata change --- .../05benchmarks/river1d_2layer_mf6.ipynb | 14 +------------- 1 file changed, 1 insertion(+), 13 deletions(-) diff --git a/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb b/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb index 6b83a7be..d28523db 100644 --- a/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb +++ b/docs/transient/05benchmarks/river1d_2layer_mf6.ipynb @@ -609,21 +609,9 @@ ], "metadata": { "kernelspec": { - "display_name": ".venv", + "display_name": "Python 3", "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": "3.13.11" } }, "nbformat": 4, From fe268cdc2facf4903ad1bf78fe92e8d19e839977 Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Mon, 7 Sep 2026 20:43:23 +0200 Subject: [PATCH 32/33] remove unused function --- timflow/transient/model.py | 19 ------------------- 1 file changed, 19 deletions(-) diff --git a/timflow/transient/model.py b/timflow/transient/model.py index 9e26dbfe..fdbfc4ff 100644 --- a/timflow/transient/model.py +++ b/timflow/transient/model.py @@ -453,25 +453,6 @@ def headinvertical(self, x, y, z, t, aq=None, returneta=False): rv += aq.headsemitoplayer(x, y, z, t) return rv - def headll(self, z, t, aq, returneta=False): - """Head in leaky layer caused by loading efficiency.""" - z = np.atleast_1d(z) - t = np.atleast_1d(t) - rv = np.zeros((len(z), len(t))) - headbar = -1 / self.p - for iz in range(len(z)): - lay, _, _ = aq.findlayer(z[iz]) - eta = ( - headbar * np.sinh(aq.alpha[lay] * (z[iz] - aq.zaqtop[lay])) - + headbar * np.sinh(aq.alpha[lay] * (aq.zaqbot[lay - 1] - z[iz])) - ) / np.sinh(aq.alpha[lay] * aq.Hll[lay]) - if returneta: - return eta - rv[iz] = invlapgen( - t, eta, self.M, self.tintervals, np.array([0.0]), np.array([1.0]) - ) - return rv - def velocompold(self, x, y, z, t, aq=None, layer_ltype=[0, 0]): # implemented for one layer if aq is None: From 40de28e9cff17a91b40304aabf566b46f980803c Mon Sep 17 00:00:00 2001 From: Mark Bakker Date: Mon, 7 Sep 2026 20:44:41 +0200 Subject: [PATCH 33/33] ruff --- timflow/transient/model.py | 1 - 1 file changed, 1 deletion(-) diff --git a/timflow/transient/model.py b/timflow/transient/model.py index fdbfc4ff..97ce57c8 100644 --- a/timflow/transient/model.py +++ b/timflow/transient/model.py @@ -22,7 +22,6 @@ compute_laplace_parameters_numba, invlap, invlapcomp, - invlapgen, ) from timflow.transient.plots import PlotTransient from timflow.version import check_tqdm_parallel