From 13cc6668ef97e1d3b43499d1683b04468a6122e8 Mon Sep 17 00:00:00 2001
From: Jerome Guterl <guterlj@fusion.gat.com>
Date: Tue, 22 Oct 2024 12:12:37 -0700
Subject: [PATCH] fix jerome

---
 CondaPkg.toml                                 |    2 +
 Project.toml                                  |    2 +
 cooling_rates.tikz                            |  347 ++
 examples/analysis_pedestal_sim.jl             |   30 +
 .../aurora_validations/line_rad_tot_Kr.npy    |  Bin 0 -> 16128 bytes
 .../aurora_validations/plot_cooling_rates.jl  |   58 +
 examples/cr_vapor_pressure.txt                |  223 ++
 examples/pedestal_radiation_solps.ipynb       | 2797 +++++++++++++++++
 examples/plot_Zeff_export_tex.jl              |   40 +
 examples/plot_cooling_rates.jl                |   27 +-
 examples/plot_cooling_rates_Zeff.jl           |   24 +
 examples/plot_cooling_rates_export_tex.jl     |   43 +
 src/ADF11/ADF11.jl                            |    4 +-
 src/data.jl                                   |    2 +-
 src/utils.jl                                  |    5 +-
 zeff.tikz                                     |  669 ++++
 16 files changed, 4260 insertions(+), 13 deletions(-)
 create mode 100644 CondaPkg.toml
 create mode 100644 cooling_rates.tikz
 create mode 100644 examples/analysis_pedestal_sim.jl
 create mode 100644 examples/aurora_validations/line_rad_tot_Kr.npy
 create mode 100644 examples/aurora_validations/plot_cooling_rates.jl
 create mode 100644 examples/cr_vapor_pressure.txt
 create mode 100644 examples/pedestal_radiation_solps.ipynb
 create mode 100644 examples/plot_Zeff_export_tex.jl
 create mode 100644 examples/plot_cooling_rates_Zeff.jl
 create mode 100644 examples/plot_cooling_rates_export_tex.jl
 create mode 100644 zeff.tikz

diff --git a/CondaPkg.toml b/CondaPkg.toml
new file mode 100644
index 0000000..3fff367
--- /dev/null
+++ b/CondaPkg.toml
@@ -0,0 +1,2 @@
+[deps]
+tikzplotlib = ""
diff --git a/Project.toml b/Project.toml
index b963d7c..e51f953 100644
--- a/Project.toml
+++ b/Project.toml
@@ -7,6 +7,8 @@ year = 2024
 [deps]
 AbstractTrees = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
 Colors = "5ae59095-9a9b-59fe-a467-6f913c188581"
+Conda = "8f4d0f93-b110-5947-807f-2305c1781a2d"
+CondaPkg = "992eb4ea-22a4-4c89-a5bb-47a3300528ab"
 FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
 Interpolations = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
 JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
diff --git a/cooling_rates.tikz b/cooling_rates.tikz
new file mode 100644
index 0000000..9a22d86
--- /dev/null
+++ b/cooling_rates.tikz
@@ -0,0 +1,347 @@
+% Recommended preamble:
+% \usetikzlibrary{arrows.meta}
+% \usetikzlibrary{backgrounds}
+% \usepgfplotslibrary{patchplots}
+% \usepgfplotslibrary{fillbetween}
+% \pgfplotsset{%
+%     layers/standard/.define layer set={%
+%         background,axis background,axis grid,axis ticks,axis lines,axis tick labels,pre main,main,axis descriptions,axis foreground%
+%     }{
+%         grid style={/pgfplots/on layer=axis grid},%
+%         tick style={/pgfplots/on layer=axis ticks},%
+%         axis line style={/pgfplots/on layer=axis lines},%
+%         label style={/pgfplots/on layer=axis descriptions},%
+%         legend style={/pgfplots/on layer=axis descriptions},%
+%         title style={/pgfplots/on layer=axis descriptions},%
+%         colorbar style={/pgfplots/on layer=axis descriptions},%
+%         ticklabel style={/pgfplots/on layer=axis tick labels},%
+%         axis background@ style={/pgfplots/on layer=axis background},%
+%         3d box foreground style={/pgfplots/on layer=axis foreground},%
+%     },
+% }
+
+\begin{tikzpicture}[/tikz/background rectangle/.style={fill={rgb,1:red,1.0;green,1.0;blue,1.0}, fill opacity={1.0}, draw opacity={1.0}}, show background rectangle]
+\begin{axis}[point meta max={nan}, point meta min={nan}, legend cell align={left}, legend columns={2}, title={}, title style={at={{(0.5,1)}}, anchor={south}, font={{\fontsize{14 pt}{18.2 pt}\selectfont}}, color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, rotate={0.0}, align={center}}, legend style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, line width={1}, solid, fill={rgb,1:red,1.0;green,1.0;blue,1.0}, fill opacity={1.0}, text opacity={1.0}, font={{\fontsize{12 pt}{15.600000000000001 pt}\selectfont}}, text={rgb,1:red,0.0;green,0.0;blue,0.0}, cells={anchor={center}}, at={(0.98, 0.02)}, anchor={south east}}, axis background/.style={fill={rgb,1:red,1.0;green,1.0;blue,1.0}, opacity={1.0}}, anchor={north west}, xshift={1.0mm}, yshift={-1.0mm}, width={99.6mm}, height={99.6mm}, scaled x ticks={false}, xlabel={}, x tick style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, opacity={1.0}}, x tick label style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, opacity={1.0}, rotate={0}}, xlabel style={at={(ticklabel cs:0.5)}, anchor=near ticklabel, at={{(ticklabel cs:0.5)}}, anchor={near ticklabel}, font={{\fontsize{11 pt}{14.3 pt}\selectfont}}, color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, rotate={0.0}}, xmode={log}, log basis x={10}, xmajorgrids={true}, xmin={1.0}, xmax={15.0}, xticklabels={{$10^{1}$}}, xtick={{10.0}}, xtick align={inside}, xticklabel style={font={{\fontsize{8 pt}{10.4 pt}\selectfont}}, color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, rotate={0.0}}, x grid style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={0.1}, line width={0.5}, solid}, xticklabel pos={left}, x axis line style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, line width={1}, solid}, scaled y ticks={false}, ylabel={}, y tick style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, opacity={1.0}}, y tick label style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, opacity={1.0}, rotate={0}}, ylabel style={at={(ticklabel cs:0.5)}, anchor=near ticklabel, at={{(ticklabel cs:0.5)}}, anchor={near ticklabel}, font={{\fontsize{11 pt}{14.3 pt}\selectfont}}, color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, rotate={0.0}}, ymode={log}, log basis y={10}, ymajorgrids={true}, ymin={1.0e-34}, ymax={5.0e-31}, yticklabels={{$10^{-34}$,$10^{-33}$,$10^{-32}$,$10^{-31}$}}, ytick={{1.0e-34,1.0e-33,1.0e-32,1.0e-31}}, ytick align={inside}, yticklabel style={font={{\fontsize{8 pt}{10.4 pt}\selectfont}}, color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, rotate={0.0}}, y grid style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={0.1}, line width={0.5}, solid}, yticklabel pos={left}, y axis line style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, line width={1}, solid}, colorbar={false}]
+    \addplot[color={rgb,1:red,0.0;green,0.0;blue,1.0}, name path={1}, draw opacity={1.0}, line width={1}, solid]
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+    \addplot[color={rgb,1:red,0.0;green,0.502;blue,0.0}, name path={2}, draw opacity={1.0}, line width={1}, solid]
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+        ;
+    \addlegendentry {Ar}
+    \addplot[color={rgb,1:red,1.0;green,0.0;blue,0.0}, name path={3}, draw opacity={1.0}, line width={1}, solid]
+        table[row sep={\\}]
+        {
+            \\
+            1.247164812475843  2.909190181557635e-33  \\
+            1.3019128521900043  5.19607450575263e-33  \\
+            1.3619987581894608  7.705927228382051e-33  \\
+            1.4216359372700322  1.1566159947662813e-32  \\
+            1.4794811228833462  1.7136248614152038e-32  \\
+            1.542966142683675  2.3249414049310847e-32  \\
+            1.6100692670279488  3.0390012022289593e-32  \\
+            1.6808280083029272  3.871110123193881e-32  \\
+            1.7584856395000585  4.784348636708643e-32  \\
+            1.8512575010159873  5.849198201726123e-32  \\
+            1.960949537774359  7.083197559490881e-32  \\
+            2.0813364127010923  8.437510331256927e-32  \\
+            2.2077381100088562  1.0093031163911951e-31  \\
+            2.340901427864279  1.207438722433411e-31  \\
+            2.487048004819565  1.4248923054649616e-31  \\
+            2.654431403690769  1.6592049475974862e-31  \\
+            2.8444562604180295  1.912434216144565e-31  \\
+            3.053008306089194  2.190353025761695e-31  \\
+            3.297449924540335  2.3634725321072187e-31  \\
+            3.5788056058878155  2.4425573750833314e-31  \\
+            3.8875931188311346  2.529352892618828e-31  \\
+            4.19298841365096  2.4642693817783257e-31  \\
+            4.501964786104072  2.2674596525871625e-31  \\
+            4.841065973437885  2.0514612177628363e-31  \\
+            5.158815539680925  1.819882248817957e-31  \\
+            5.468009841934799  1.5697055461384578e-31  \\
+            5.807350206955911  1.2951369237925835e-31  \\
+            6.2763614124509735  1.047865884981928e-31  \\
+            6.856174347893718  8.129138724511941e-32  \\
+            7.492518328759035  5.550543287486047e-32  \\
+            8.273788617908306  4.152505884044262e-32  \\
+            9.183003024511642  3.5126060286715973e-32  \\
+            10.180864713327308  2.810316727360912e-32  \\
+            11.160668539012546  2.9221946595963667e-32  \\
+            12.16930357085945  3.5553545802441326e-32  \\
+            13.276279273144478  4.2502468115147386e-32  \\
+            14.458080949868146  5.148904658945352e-32  \\
+            15.737437892818514  6.207779598537712e-32  \\
+            17.141530558331496  7.369893537551852e-32  \\
+            18.17216412002591  8.341173279852928e-32  \\
+            19.052079309747047  9.257450602305348e-32  \\
+            20.01778514420459  1.0263063832546174e-31  \\
+            20.752564441697015  1.1096767933199718e-31  \\
+            21.41178903131694  1.1889523272600113e-31  \\
+            22.135287204607472  1.2759571278930074e-31  \\
+            22.84128212498485  1.3527764168779716e-31  \\
+            23.579587022868104  1.4293411638293054e-31  \\
+            24.38987573685245  1.513370879088682e-31  \\
+            25.586914851330743  1.5608930711577884e-31  \\
+            27.017372654847318  1.5960967016617256e-31  \\
+            28.587298328296658  1.6347326426806697e-31  \\
+            32.999579880637704  1.5219680669284617e-31  \\
+            38.7695018383965  1.3446968852613604e-31  \\
+            45.101984064028  1.1501419822242233e-31  \\
+            48.805912396352056  1.0024643490932571e-31  \\
+            51.85642999147913  8.609688099174075e-32  \\
+            55.20436928624591  7.056776303491397e-32  \\
+            56.728486877097296  6.269725015472577e-32  \\
+            57.7954655020247  5.664338052532477e-32  \\
+            58.966473225689995  4.999926608060127e-32  \\
+            59.67835021387164  4.637532088523853e-32  \\
+            60.31525956172152  4.3321748355610456e-32  \\
+            61.01426678471777  3.9970456274000106e-32  \\
+            61.649991729013756  3.845829409436389e-32  \\
+            62.318303901985736  3.728309326744849e-32  \\
+            63.05177568678646  3.599331181070243e-32  \\
+            64.48638921090222  3.546533501892304e-32  \\
+            66.18470134833896  3.506043185826163e-32  \\
+            68.04859682259766  3.46160511392915e-32  \\
+            72.26903760819208  3.275545219281617e-32  \\
+            77.27166776831754  3.0479435292766224e-32  \\
+            82.76204819327356  2.7981509554720076e-32  \\
+            87.36869685560342  2.478375683747223e-32  \\
+            92.21779413288522  2.1207766061552168e-32  \\
+            97.5396724084578  1.7283120599565298e-32  \\
+            100.03207887667484  1.5243551946604803e-32  \\
+            102.35948263324156  1.3281458962202962e-32  \\
+            104.91380538287746  1.1128064334039331e-32  \\
+            106.0907736736705  1.0230700616799916e-32  \\
+            107.22201621153204  9.390495547566647e-33  \\
+            108.4635535003083  8.468371521322134e-33  \\
+            109.09120054972794  8.168979428515197e-33  \\
+            109.72368066023745  7.89504850752622e-33  \\
+            110.41782680072055  7.59440965991044e-33  \\
+            110.85396851270237  7.564669451649823e-33  \\
+            111.31454677340577  7.548701742505169e-33  \\
+            111.82003084594065  7.53117720143116e-33  \\
+            112.23100429667744  7.613042213986727e-33  \\
+            112.67703076565164  7.706415849912446e-33  \\
+            113.16654426472803  7.808893300070521e-33  \\
+            113.63096181746465  7.928437430260408e-33  \\
+            114.13954801345395  8.059744955065093e-33  \\
+            114.69744224168558  8.203727521453017e-33  \\
+            115.2322968538472  8.326358762633642e-33  \\
+            115.81929913041286  8.460946398440254e-33  \\
+            116.46073636390969  8.607705142949162e-33  \\
+            117.03211141363408  8.723686937911426e-33  \\
+            117.65919482534017  8.850976814702177e-33  \\
+            118.3396852000994  8.989358572606656e-33  \\
+            118.88946699597828  9.107627629819756e-33  \\
+        }
+        ;
+    \addlegendentry {Kr}
+\end{axis}
+\end{tikzpicture}
diff --git a/examples/analysis_pedestal_sim.jl b/examples/analysis_pedestal_sim.jl
new file mode 100644
index 0000000..8b98885
--- /dev/null
+++ b/examples/analysis_pedestal_sim.jl
@@ -0,0 +1,30 @@
+#=
+Author: Jerome Guterl (guterlj@fusion.gat.com)
+ Company: General Atomics
+ impurity_iz_rec_timescale.jl (c) 2024=#
+
+using ADAS, Plots
+gr()
+impurities = [:C, :Ne, :Si, :Ar, :Kr, :Xe, :W]
+Lz = Dict(imp => ADAS.get_cooling_rates(imp) for imp in impurities);
+Rrad = [ADAS.get_radiation_rates(imp) for imp in impurities];
+Zeff = [ADAS.get_Zeff(imp) for imp in impurities];
+Zmean = Dict(imp => ADAS.get_Zmean(imp) for imp in impurities);
+Rrec = Dict(imp => ADAS.get_recombination_rate(imp) for imp in impurities);
+Riz = Dict(imp => ADAS.get_ionization_rate(imp) for imp in impurities)
+# Zmean = Dict(Lz_.imp => [ADAS.get_Zmean(Lz_.imp)(ne_, Te_) for (Te_, ne_) in zip(Te, ne)] for Lz_ in Lz)
+using Format
+using LaTeXStrings
+R_ = [-18.3921, -15.1886, -12.2722, -9.6468, -7.3198, -5.2925, -3.5710, -2.164, -1.0753, -0.3050]
+Prad_sim = [5.1086, 4.5802, 4.0441, 3.5318, 3.0742, 2.7724, 2.6058, 2.4659, 2.2395, 1.7829]
+ne_sim = [9.1732, 8.7446, 8.3351, 7.8059, 6.9740, 6.2106, 5.5308, 4.9412, 4.4436, 4.0410] * 1e19
+c_z_sim = [0.1944, 0.2034, 0.2127, 0.2271, 0.2583, 0.2992, 0.3524, 0.4204, 0.5046, 0.6109] *0.01
+Te_sim = [1538.9561, 1359.4824, 1193.0386, 1038.3017, 891.58594, 750.65806, 617.58147, 496.69831, 393.1432, 312.39886]
+
+Lz_Kr_sim = [Lz[:Kr].Lz_tot(ne_,Te_) for (ne_,Te_) in zip(ne_sim,Te_sim)]
+plot(R_, Lz_Kr_sim)
+plot(R_, Lz_Kr_sim .* c_z_sim .* ne_sim .^2 )
+
+
+
+# plot(title="Average charge s
\ No newline at end of file
diff --git a/examples/aurora_validations/line_rad_tot_Kr.npy b/examples/aurora_validations/line_rad_tot_Kr.npy
new file mode 100644
index 0000000000000000000000000000000000000000..0fafc38f6619b44507d06cdacbf3951cebc5279a
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literal 0
HcmV?d00001

diff --git a/examples/aurora_validations/plot_cooling_rates.jl b/examples/aurora_validations/plot_cooling_rates.jl
new file mode 100644
index 0000000..426b0ae
--- /dev/null
+++ b/examples/aurora_validations/plot_cooling_rates.jl
@@ -0,0 +1,58 @@
+
+using ADAS, Plots, OrderedCollections, Format
+gr()
+
+using PyCall
+aurora = pyimport("aurora")
+np =pyimport("numpy")
+Te_eV = np.logspace(np.log10(1), np.log10(1e4), 1000)
+ne_cm3 = 10e13 * np.ones_like(Te_eV)
+imp = "Kr"
+line_rad_tot, cont_rad_tot = aurora.get_cooling_factors(imp, ne_cm3, Te_eV, plot=true, ion_resolved=false)
+files = ["scd", "acd"]
+atom_data_eq = aurora.get_atom_data(imp, files)
+_Te, fz = aurora.get_frac_abundances(atom_data_eq, ne_cm3, Te_eV)
+#=
+import aurora
+import numpy as np
+import matplotlib.pyplot as plt
+
+plt.ion()
+
+
+# scan Te and fix a value of ne
+Te_eV = np.logspace(np.log10(1), np.log10(1e4), 1000)
+ne_cm3 = 10e13 * np.ones_like(Te_eV)
+
+imp = "Kr"
+
+# basic cooling curve, considering ionization equilibrium between charge states
+line_rad_tot, cont_rad_tot = aurora.get_cooling_factors(
+    imp, ne_cm3, Te_eV, plot=True, ion_resolved=False
+)
+
+
+aurora.get_frac_abundances(imp, ne_cm3, Te_eV, plot=True)
+files = ["scd", "acd"]
+atom_data_eq = aurora.get_atom_data(imp, files)
+
+
+_Te, fz = aurora.get_frac_abundances(atom_data_eq, ne_cm3, Te_eV)
+=#
+impurities = [:Kr]
+color_ = [:orange, :gray, :blue, :black, :cyan, :red]
+
+Lz = OrderedDict(imp => ADAS.get_cooling_rates(imp; plt_year="41") for imp in impurities);
+using Plots
+Log10Range(args...; kw...) = 10 .^ LinRange(args...; kw...)
+p = plot(layout=1, framestyle=:box, palette=:darktest, size=(400, 400))
+for (i, Lz_) in enumerate(values(Lz))
+    plot!(Lz_, Te=Log10Range(0, 4, 1000), xlim=[5.0, 2e4], ylim=[1e-34, 5e-31], xscale=:log10, yscale=:log10, layout=1, color=color_[i])
+end
+plot!(Te_aurora, Lz_aurora, label="aurora Kr")
+plot!()
+y = Log10Range(-34, -31, 4)
+x = Log10Range(1, 4, 4)
+yticks!(p, y)
+xticks!(p, x)
+plot!(legendposition=:bottomright, legendfontsize=12, legendcolumns=2)
\ No newline at end of file
diff --git a/examples/cr_vapor_pressure.txt b/examples/cr_vapor_pressure.txt
new file mode 100644
index 0000000..281fb0b
--- /dev/null
+++ b/examples/cr_vapor_pressure.txt
@@ -0,0 +1,223 @@
+# from https://www2.iap.tuwien.ac.at/www/surface/vapor_pressure
+# T(K)	T(°C)	p(bar)
+300.0	26.85	0
+310.0	36.85	2.47e-57
+320.0	46.85	2.38e-55
+330.0	56.85	1.74e-53
+340.0	66.85	9.87e-52
+350.0	76.85	4.45e-50
+360.0	86.85	1.62e-48
+370.0	96.85	4.88e-47
+380.0	106.9	1.23e-45
+390.0	116.9	2.61e-44
+400.0	126.9	4.77e-43
+410.0	136.9	7.57e-42
+420.0	146.9	1.05e-40
+430.0	156.9	1.29e-39
+440.0	166.9	1.42e-38
+450.0	176.9	1.40e-37
+460.0	186.9	1.25e-36
+470.0	196.9	1.02e-35
+480.0	206.9	7.59e-35
+490.0	216.9	5.21e-34
+500.0	226.9	3.32e-33
+510.0	236.9	1.96e-32
+520.0	246.9	1.08e-31
+530.0	256.9	5.61e-31
+540.0	266.9	2.73e-30
+550.0	276.9	1.26e-29
+560.0	286.9	5.48e-29
+570.0	296.9	2.27e-28
+580.0	306.9	8.93e-28
+590.0	316.9	3.36e-27
+600.0	326.9	1.21e-26
+610.0	336.9	4.17e-26
+620.0	346.9	1.38e-25
+630.0	356.9	4.41e-25
+640.0	366.9	1.36e-24
+650.0	376.9	4.03e-24
+660.0	386.9	1.16e-23
+670.0	396.9	3.23e-23
+680.0	406.9	8.74e-23
+690.0	416.9	2.30e-22
+700.0	426.9	5.87e-22
+710.0	436.9	1.46e-21
+720.0	446.9	3.55e-21
+730.0	456.9	8.40e-21
+740.0	466.9	1.94e-20
+750.0	476.9	4.40e-20
+760.0	486.9	9.74e-20
+770.0	496.9	2.11e-19
+780.0	506.9	4.49e-19
+790.0	516.9	9.38e-19
+800.0	526.9	1.92e-18
+810.0	536.9	3.87e-18
+820.0	546.9	7.65e-18
+830.0	556.9	1.49e-17
+840.0	566.9	2.85e-17
+850.0	576.9	5.38e-17
+860.0	586.9	1.00e-16
+870.0	596.9	1.83e-16
+880.0	606.9	3.31e-16
+890.0	616.9	5.91e-16
+900.0	626.9	1.04e-15
+910.0	636.9	1.81e-15
+920.0	646.9	3.11e-15
+930.0	656.9	5.28e-15
+940.0	666.9	8.88e-15
+950.0	676.9	1.47e-14
+960.0	686.9	2.42e-14
+970.0	696.9	3.94e-14
+980.0	706.9	6.35e-14
+990.0	716.9	1.01e-13
+1000	726.9	1.60e-13
+1010	736.9	2.51e-13
+1020	746.9	3.90e-13
+1030	756.9	6.00e-13
+1040	766.9	9.16e-13
+1050	776.9	1.39e-12
+1060	786.9	2.08e-12
+1070	796.9	3.11e-12
+1080	806.9	4.60e-12
+1090	816.9	6.76e-12
+1100	826.9	9.86e-12
+1110	836.9	1.43e-11
+1120	846.9	2.06e-11
+1130	856.9	2.95e-11
+1140	866.9	4.19e-11
+1150	876.9	5.92e-11
+1160	886.9	8.31e-11
+1170	896.9	1.16e-10
+1180	906.9	1.61e-10
+1190	916.9	2.23e-10
+1200	926.9	3.06e-10
+1210	936.9	4.18e-10
+1220	946.9	5.68e-10
+1230	956.9	7.68e-10
+1240	966.9	1.03e-9
+1250	976.9	1.38e-9
+1260	986.9	1.85e-9
+1270	996.9	2.45e-9
+1280	1007	3.24e-9
+1290	1017	4.26e-9
+1300	1027	5.59e-9
+1310	1037	7.29e-9
+1320	1047	9.47e-9
+1330	1057	1.23e-8
+1340	1067	1.58e-8
+1350	1077	2.03e-8
+1360	1087	2.60e-8
+1370	1097	3.32e-8
+1380	1107	4.22e-8
+1390	1117	5.34e-8
+1400	1127	6.74e-8
+1410	1137	8.48e-8
+1420	1147	1.06e-7
+1430	1157	1.33e-7
+1440	1167	1.66e-7
+1450	1177	2.06e-7
+1460	1187	2.55e-7
+1470	1197	3.15e-7
+1480	1207	3.88e-7
+1490	1217	4.76e-7
+1500	1227	5.83e-7
+1510	1237	7.13e-7
+1520	1247	8.68e-7
+1530	1257	1.05e-6
+1540	1267	1.28e-6
+1550	1277	1.55e-6
+1560	1287	1.86e-6
+1570	1297	2.24e-6
+1580	1307	2.69e-6
+1590	1317	3.23e-6
+1600	1327	3.86e-6
+1610	1337	4.60e-6
+1620	1347	5.47e-6
+1630	1357	6.49e-6
+1640	1367	7.69e-6
+1650	1377	9.10e-6
+1660	1387	1.07e-5
+1670	1397	1.26e-5
+1680	1407	1.49e-5
+1690	1417	1.74e-5
+1700	1427	2.04e-5
+1710	1437	2.39e-5
+1720	1447	2.78e-5
+1730	1457	3.24e-5
+1740	1467	3.77e-5
+1750	1477	4.37e-5
+1760	1487	5.06e-5
+1770	1497	5.86e-5
+1780	1507	6.76e-5
+1790	1517	7.80e-5
+1800	1527	8.98e-5
+1810	1537	1.03e-4
+1820	1547	1.18e-4
+1830	1557	1.36e-4
+1840	1567	1.55e-4
+1850	1577	1.77e-4
+1860	1587	2.02e-4
+1870	1597	2.30e-4
+1880	1607	2.62e-4
+1890	1617	2.98e-4
+1900	1627	3.38e-4
+1910	1637	3.83e-4
+1920	1647	4.33e-4
+1930	1657	4.89e-4
+1940	1667	5.52e-4
+1950	1677	6.23e-4
+1960	1687	7.01e-4
+1970	1697	7.88e-4
+1980	1707	8.85e-4
+1990	1717	9.93e-4
+2000	1727	1.11e-3
+2010	1737	1.25e-3
+2020	1747	1.39e-3
+2030	1757	1.56e-3
+2040	1767	1.74e-3
+2050	1777	1.93e-3
+2060	1787	2.15e-3
+2070	1797	2.40e-3
+2080	1807	2.66e-3
+2090	1817	2.95e-3
+2100	1827	3.28e-3
+2110	1837	3.63e-3
+2120	1847	4.02e-3
+2130	1857	4.42e-3
+2140	1867	4.84e-3
+2150	1877	5.30e-3
+2160	1887	5.80e-3
+2170	1897	6.34e-3
+2180	1907	6.93e-3
+2190	1917	7.57e-3
+2200	1927	8.25e-3
+2210	1937	9.00e-3
+2220	1947	9.80e-3
+2230	1957	0.0107
+2240	1967	0.0116
+2250	1977	0.0126
+2260	1987	0.0137
+2270	1997	0.0148
+2280	2007	0.0161
+2290	2017	0.0174
+2300	2027	0.0189
+2310	2037	0.0204
+2320	2047	0.0221
+2330	2057	0.0239
+2340	2067	0.0258
+2350	2077	0.0278
+2360	2087	0.0300
+2370	2097	0.0323
+2380	2107	0.0348
+2390	2117	0.0375
+2400	2127	0.0403
+2410	2137	0.0434
+2420	2147	0.0466
+2430	2157	0.0500
+2440	2167	0.0537
+2450	2177	0.0576
+2460	2187	0.0618
+2470	2197	0.0662
+2480	2207	0.0708
+2490	2217	0.0758
+2500	2227	0.0811
diff --git a/examples/pedestal_radiation_solps.ipynb b/examples/pedestal_radiation_solps.ipynb
new file mode 100644
index 0000000..a7c2f40
--- /dev/null
+++ b/examples/pedestal_radiation_solps.ipynb
@@ -0,0 +1,2797 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "ADASdata.paths:Dict(:parsed_data => Dict(:adf11 => \"/Users/jeromeguterl/development/StataMater/ADAS.jl/src/../parsed_data/adf11\"), :raw_data => Dict(:adf11 => \"/Users/jeromeguterl/development/StataMater/ADAS.jl/src/../data/adf11\"))\n",
+      "Getting element kr data from file: /Users/jeromeguterl/development/StataMater/ADAS.jl/src/../parsed_data/adf11/kr.jld2\n",
+      "ADASdata.paths:Dict(:parsed_data => Dict(:adf11 => \"/Users/jeromeguterl/development/StataMater/ADAS.jl/src/../parsed_data/adf11\"), :raw_data => Dict(:adf11 => \"/Users/jeromeguterl/development/StataMater/ADAS.jl/src/../data/adf11\"))\n",
+      "Getting element w data from file: /Users/jeromeguterl/development/StataMater/ADAS.jl/src/../parsed_data/adf11/w.jld2\n",
+      "ADASdata.paths:Dict(:parsed_data => Dict(:adf11 => \"/Users/jeromeguterl/development/StataMater/ADAS.jl/src/../parsed_data/adf11\"), :raw_data => Dict(:adf11 => \"/Users/jeromeguterl/development/StataMater/ADAS.jl/src/../data/adf11\"))\n",
+      "Getting element ar data from file: /Users/jeromeguterl/development/StataMater/ADAS.jl/src/../parsed_data/adf11/ar.jld2\n",
+      "ADASdata.paths:Dict(:parsed_data => Dict(:adf11 => \"/Users/jeromeguterl/development/StataMater/ADAS.jl/src/../parsed_data/adf11\"), :raw_data => Dict(:adf11 => \"/Users/jeromeguterl/development/StataMater/ADAS.jl/src/../data/adf11\"))\n",
+      "Getting element ne data from file: /Users/jeromeguterl/development/StataMater/ADAS.jl/src/../parsed_data/adf11/ne.jld2\n",
+      "ADASdata.paths:Dict(:parsed_data => Dict(:adf11 => \"/Users/jeromeguterl/development/StataMater/ADAS.jl/src/../parsed_data/adf11\"), :raw_data => Dict(:adf11 => \"/Users/jeromeguterl/development/StataMater/ADAS.jl/src/../data/adf11\"))\n",
+      "Getting element c data from file: /Users/jeromeguterl/development/StataMater/ADAS.jl/src/../parsed_data/adf11/c.jld2\n"
+     ]
+    }
+   ],
+   "source": [
+    "using ADAS\n",
+    "impurities = [:Kr,:W,:Ar,:Ne,:C]\n",
+    "Lz = [ADAS.get_cooling_rates(imp) for imp in impurities];\n",
+    "Rrad = [ADAS.get_radiation_rates(imp) for imp in impurities];\n",
+    "Zeff = [ADAS.get_Zeff(imp) for imp in impurities];\n",
+    "Zmean = [ADAS.get_Zmean(imp) for imp in impurities];\n",
+    "Rrec = [ADAS.get_recombination_rate(imp) for imp in impurities];\n",
+    "Riz = [ADAS.get_ionization_rate(imp) for imp in impurities];"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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1685.85,923.933 1688.26,924.83 1690.65,925.734 1693.03,926.646 1695.38,927.564 1697.71,928.489 1700.03,929.422 1702.32,930.362 1704.6,931.309 1706.86,932.264 1709.1,933.227 1711.32,934.198 1713.53,935.176 1715.71,936.163 1717.89,937.158 1720.04,938.161 1722.18,939.173 1724.3,940.194 1726.41,941.223 1728.5,942.262 1730.58,943.309 1732.64,944.366 1734.69,945.432 1736.72,946.508 1738.74,947.594 1740.74,948.69 1742.73,949.796 1744.71,950.912 1746.67,952.039 1748.62,953.177 1750.55,954.326 1752.47,955.486 1754.38,956.657 1756.28,957.84 1758.16,958.732 1760.03,959.609 1761.89,960.492 1763.74,961.381 1765.57,962.278 1767.39,963.181 1769.2,964.091 1771,965.008 1772.79,965.932 1774.57,966.864 1776.34,967.802 1778.09,968.749 1779.84,969.702 1781.57,970.664 1783.29,971.633 1785,972.611 1786.71,973.596 1788.4,974.59 1790.08,975.592 1791.75,976.602 1793.42,977.621 1795.07,978.649 1796.71,979.686 1798.35,980.733 1799.97,981.788 1801.59,982.853 1803.19,983.927 1804.79,985.011 1806.38,986.105 1807.96,987.21 1809.53,988.324 1811.09,989.45 1812.64,990.586 1814.19,991.733 1815.72,992.891 1817.25,994.06 1818.77,995.241 1820.28,996.434 1821.79,997.639 1823.28,998.856 1824.77,1000.09 1826.25,1001.33 1827.72,1002.58 1829.19,1003.85 1830.64,1005.14 1832.09,1006.43 1833.54,1007.74 1834.97,1009.07 1836.4,1010.41 1837.82,1011.77 1839.23,1012.35 1840.64,1012.86 1842.04,1013.36 1843.43,1013.87 1844.82,1014.38 1846.2,1014.9 1847.57,1015.42 1848.94,1015.93 1850.3,1016.46 1851.65,1016.98 1853,1017.5 1854.34,1018.03 1855.67,1018.56 1857,1019.09 1858.32,1019.63 1859.63,1020.17 1860.94,1020.71 1862.25,1021.25 1863.54,1021.79 1864.84,1022.34 1866.12,1022.89 1867.4,1023.44 1868.67,1024 1869.94,1024.56 1871.21,1025.12 1872.46,1025.68 1873.71,1026.24 1874.96,1026.81 1876.2,1027.38 1877.44,1027.96 1878.67,1028.53 1879.89,1029.11 1881.11,1029.69 1882.32,1030.28 1883.53,1030.87 1884.74,1031.46 1885.93,1032.05 1887.13,1032.65 1888.32,1033.25 1889.5,1033.85 1890.68,1034.46 1891.85,1035.06 1893.02,1035.68 1894.18,1036.29 1895.34,1036.91 1896.5,1037.53 1897.65,1038.16 1898.79,1038.79 1899.93,1039.42 1901.07,1040.05 1902.2,1040.69 1903.33,1041.33 1904.45,1041.98 1905.57,1042.63 1906.68,1043.28 1907.79,1043.93 1908.9,1044.59 1910,1045.26 1911.1,1045.92 1912.19,1046.59 1913.28,1047.27 1914.36,1047.95 1915.44,1048.63 1916.51,1049.31 1917.59,1050 1918.65,1050.7 1919.72,1051.4 1920.78,1052.1 1921.83,1052.81 1922.88,1053.52 1923.93,1054.23 1924.98,1054.95 1926.02,1055.67 1927.05,1056.4 1928.09,1057.13 1929.11,1057.87 1930.14,1058.61 1931.16,1059.36 1932.18,1060.11 1933.19,1060.87 1934.2,1061.63 1935.21,1062.39 1936.21,1063.16 1937.21,1063.94 1938.21,1064.72 1939.2,1065.51 1940.19,1066.3 1941.18,1067.09 1942.16,1067.89 1943.14,1068.7 1944.12,1069.51 1945.09,1070.33 1946.06,1071.16 1947.02,1071.99 1947.99,1072.82 1948.94,1073.66 1949.9,1074.51 1950.85,1075.36 1951.8,1076.22 1952.75,1077.09 1953.69,1077.41 1954.63,1077.64 1955.57,1077.87 1956.5,1078.1 1957.43,1078.34 1958.36,1078.57 1959.29,1078.8 1960.21,1079.04 1961.13,1079.27 1962.04,1079.51 1962.96,1079.74 1963.87,1079.98 1964.77,1080.21 1965.68,1080.45 1966.58,1080.69 1967.48,1080.93 1968.37,1081.16 1969.27,1081.4 1970.16,1081.64 1971.04,1081.88 1971.93,1082.12 1972.81,1082.36 1973.69,1082.6 1974.56,1082.84 1975.44,1083.09 1976.31,1083.33 1977.18,1083.57 1978.04,1083.82 1978.9,1084.06 1979.77,1084.31 1980.62,1084.55 1981.48,1084.8 1982.33,1085.04 1983.18,1085.29 1984.03,1085.54 1984.87,1085.78 1985.71,1086.03 1986.55,1086.28 1987.39,1086.53 1988.23,1086.78 1989.06,1087.03 1989.89,1087.28 1990.72,1087.53 1991.54,1087.78 1992.36,1088.04 1993.19,1088.29 1994,1088.54 1994.82,1088.8 1995.63,1089.05 1996.44,1089.31 1997.25,1089.56 1998.06,1089.82 1998.86,1090.07 1999.66,1090.33 2000.46,1090.59 2001.26,1090.85 2002.06,1091.11 2002.85,1091.37 2003.64,1091.63 2004.43,1091.89 2005.21,1092.15 2006,1092.41 2006.78,1092.67 2007.56,1092.94 2008.34,1093.2 2009.11,1093.46 2009.89,1093.73 2010.66,1093.99 2011.43,1094.26 2012.19,1094.53 2012.96,1094.79 2013.72,1095.06 2014.48,1095.33 2015.24,1095.6 2016,1095.87 2016.75,1096.14 2017.51,1096.41 2018.26,1096.68 2019.01,1096.95 2019.75,1097.23 2020.5,1097.5 2021.24,1097.77 2021.98,1098.05 2022.72,1098.32 2023.46,1098.6 2024.19,1098.87 2024.93,1099.15 2025.66,1099.43 2026.39,1099.71 2027.12,1099.99 2027.84,1100.27 2028.57,1100.55 2029.29,1100.83 2030.01,1101.11 2030.73,1101.39 2031.44,1101.67 2032.16,1101.96 2032.87,1102.24 2033.58,1102.53 2034.29,1102.81 2035,1103.1 2035.71,1103.39 2036.41,1103.68 2037.11,1103.96 2037.81,1104.25 2038.51,1104.54 2039.21,1104.83 2039.91,1105.12 2040.6,1105.42 2041.29,1105.71 2041.98,1106 2042.67,1106.3 2043.36,1106.59 2044.04,1106.89 2044.73,1107.18 2045.41,1107.48 2046.09,1107.78 2046.77,1108.08 2047.45,1108.38 2048.12,1108.68 2048.8,1108.98 2049.47,1109.28 2050.14,1109.58 2050.81,1109.89 2051.48,1110.19 2052.14,1110.49 2052.81,1110.8 2053.47,1111.11 2054.13,1111.41 2054.79,1111.72 2055.45,1112.03 2056.11,1112.34 2056.76,1112.65 2057.42,1112.96 2058.07,1113.27 2058.72,1113.59 2059.37,1113.9 2060.02,1114.21 2060.66,1114.53 2061.31,1114.85 2061.95,1115.16 2062.59,1115.48 2063.23,1115.8 2063.87,1116.12 2064.51,1116.44 2065.15,1116.76 2065.78,1117.08 2066.42,1117.41 2067.05,1117.73 2067.68,1118.05 2068.31,1118.38 2068.94,1118.71 2069.56,1119.03 2070.19,1119.36 2070.81,1119.69 2071.43,1120.02 2072.05,1120.35 2072.67,1120.68 2073.29,1121.02 2073.91,1121.35 2074.52,1121.69 2075.14,1122.02 2075.75,1122.36 2076.36,1122.7 2076.97,1123.03 2077.58,1123.37 2078.19,1123.71 2078.8,1124.06 2079.4,1124.4 2080,1124.74 2080.61,1125.09 2081.21,1125.43 2081.81,1125.78 2082.41,1126.13 2083,1126.47 2083.6,1126.82 2084.19,1127.17 2084.79,1127.53 2085.38,1127.88 2085.97,1128.23 2086.56,1128.59 2087.15,1128.94 2087.74,1129.3 2088.32,1129.66 2088.91,1130.02 2089.49,1130.38 2090.08,1130.74 2090.66,1131.1 2091.24,1131.46 2091.82,1131.83 2092.39,1132.19 2092.97,1132.56 2093.55,1132.93 2094.12,1133.3 2094.69,1133.67 2095.27,1134.04 2095.84,1134.41 2096.41,1134.79 2096.98,1135.16 2097.54,1135.54 2098.11,1135.72 2098.67,1135.84 2099.24,1135.97 2099.8,1136.09 2100.36,1136.22 2100.92,1136.34 2101.48,1136.47 2102.04,1136.59 2102.6,1136.72 2103.16,1136.85 2103.71,1136.97 2104.27,1137.1 2104.82,1137.22 2105.37,1137.35 2105.92,1137.48 2106.47,1137.6 2107.02,1137.73 2107.57,1137.86 2108.11,1137.98 2108.66,1138.11 2109.2,1138.24 2109.75,1138.36 2110.29,1138.49 2110.83,1138.62 2111.37,1138.75 2111.91,1138.87 2112.45,1139 2112.99,1139.13 2113.52,1139.26 2114.06,1139.39 2114.59,1139.52 2115.13,1139.64 2115.66,1139.77 2116.19,1139.9 2116.72,1140.03 2117.25,1140.16 2117.78,1140.29 2118.31,1140.42 2118.83,1140.55 2119.36,1140.68 2119.88,1140.81 2120.41,1140.94 2120.93,1141.07 2121.45,1141.2 2121.97,1141.33 2122.49,1141.46 2123.01,1141.59 2123.53,1141.72 2124.04,1141.85 2124.56,1141.98 2125.07,1142.12 2125.59,1142.25 2126.1,1142.38 2126.61,1142.51 2127.12,1142.64 2127.63,1142.77 2128.14,1142.91 2128.65,1143.04 2129.16,1143.17 2129.67,1143.3 2130.17,1143.44 2130.68,1143.57 2131.18,1143.7 2131.68,1143.84 2132.19,1143.97 2132.69,1144.1 2133.19,1144.24 2133.69,1144.37 2134.19,1144.51 2134.68,1144.64 2135.18,1144.77 2135.68,1144.91 2136.17,1145.04 2136.67,1145.18 2137.16,1145.31 2137.65,1145.45 2138.14,1145.58 2138.63,1145.72 2139.12,1145.85 2139.61,1145.99 2140.1,1146.13 2140.59,1146.26 2141.08,1146.4 2141.56,1146.53 2142.05,1146.67 2142.53,1146.81 2143.01,1146.94 2143.5,1147.08 2143.98,1147.22 2144.46,1147.36 2144.94,1147.49 2145.42,1147.63 2145.9,1147.77 2146.37,1147.91 2146.85,1148.04 2147.33,1148.18 2147.8,1148.32 2148.28,1148.46 2148.75,1148.6 2149.22,1148.74 2149.69,1148.88 2150.17,1149.02 2150.64,1149.15 2151.11,1149.29 2151.57,1149.43 2152.04,1149.57 2152.51,1149.71 2152.98,1149.85 2153.44,1149.99 2153.91,1150.13 2154.37,1150.28 2154.84,1150.42 2155.3,1150.56 2155.76,1150.7 2156.22,1150.84 2156.68,1150.98 2157.14,1151.12 2157.6,1151.27 2158.06,1151.41 2158.52,1151.55 2158.97,1151.69 2159.43,1151.83 2159.88,1151.98 2160.34,1152.12 2160.79,1152.26 2161.25,1152.41 2161.7,1152.55 2162.15,1152.69 2162.6,1152.84 2163.05,1152.98 2163.5,1153.12 2163.95,1153.27 2164.4,1153.41 2164.85,1153.56 2165.29,1153.7 2165.74,1153.85 2166.18,1153.99 2166.63,1154.14 2167.07,1154.28 2167.52,1154.43 2167.96,1154.58 2168.4,1154.72 2168.84,1154.87 2169.28,1155.01 2169.72,1155.16 2170.16,1155.31 2170.6,1155.45 2171.04,1155.6 2171.47,1155.75 2171.91,1155.9 2172.35,1156.04 2172.78,1156.19 2173.22,1156.34 2173.65,1156.49 2174.08,1156.64 2174.51,1156.79 2174.95,1156.93 2175.38,1157.08 2175.81,1157.23 2176.24,1157.38 2176.67,1157.53 2177.1,1157.68 2177.52,1157.83 2177.95,1157.98 2178.38,1158.13 2178.8,1158.28 2179.23,1158.43 2179.65,1158.58 2180.08,1158.73 2180.5,1158.89 2180.92,1159.04 2181.35,1159.19 2181.77,1159.34 2182.19,1159.49 2182.61,1159.64 2183.03,1159.8 2183.45,1159.95 2183.86,1160.1 2184.28,1160.26 2184.7,1160.41 2185.12,1160.56 2185.53,1160.72 2185.95,1160.87 2186.36,1161.02 2186.78,1161.18 2187.19,1161.33 2187.6,1161.49 2188.01,1161.64 2188.43,1161.8 2188.84,1161.95 2189.25,1162.11 2189.66,1162.26 2190.07,1162.42 2190.48,1162.57 2190.88,1162.73 2191.29,1162.89 2191.7,1163.04 2192.11,1163.2 2192.51,1163.36 2192.92,1163.51 2193.32,1163.61 2193.72,1163.67 2194.13,1163.73 2194.53,1163.8 2194.93,1163.86 2195.34,1163.92 2195.74,1163.99 2196.14,1164.05 2196.54,1164.11 2196.94,1164.18 2197.34,1164.24 2197.73,1164.3 2198.13,1164.36 2198.53,1164.43 2198.93,1164.49 2199.32,1164.55 2199.72,1164.62 2200.11,1164.68 2200.51,1164.75 2200.9,1164.81 2201.29,1164.87 2201.69,1164.94 2202.08,1165 2202.47,1165.06 2202.86,1165.13 2203.25,1165.19 2203.64,1165.25 2204.03,1165.32 2204.42,1165.38 2204.81,1165.45 2205.2,1165.51 2205.59,1165.57 2205.97,1165.64 2206.36,1165.7 2206.75,1165.77 2207.13,1165.83 2207.52,1165.89 2207.9,1165.96 2208.28,1166.02 2208.67,1166.09 2209.05,1166.15 2209.43,1166.21 2209.81,1166.28 2210.2,1166.34 2210.58,1166.41 2210.96,1166.47 2211.34,1166.54 2211.72,1166.6 2212.09,1166.67 2212.47,1166.73 2212.85,1166.79 2213.23,1166.86 2213.6,1166.92 2213.98,1166.99 2214.36,1167.05 2214.73,1167.12 2215.11,1167.18 2215.48,1167.25 2215.85,1167.31 2216.23,1167.38 2216.6,1167.44 2216.97,1167.51 2217.34,1167.57 2217.71,1167.64 2218.09,1167.7 2218.46,1167.77 2218.83,1167.83 2219.19,1167.9 2219.56,1167.96 2219.93,1168.03 2220.3,1168.09 2220.67,1168.16 2221.03,1168.22 2221.4,1168.29 2221.77,1168.36 2222.13,1168.42 2222.5,1168.49 2222.86,1168.55 2223.23,1168.62 2223.59,1168.68 2223.95,1168.75 2224.32,1168.81 2224.68,1168.88 2225.04,1168.95 2225.4,1169.01 2225.76,1169.08 2226.12,1169.14 2226.48,1169.21 2226.84,1169.28 2227.2,1169.34 2227.56,1169.41 2227.92,1169.47 2228.27,1169.54 2228.63,1169.61 2228.99,1169.67 2229.34,1169.74 2229.7,1169.8 2230.06,1169.87 2230.41,1169.94 2230.77,1170 2231.12,1170.07 2231.47,1170.14 2231.83,1170.2 2232.18,1170.27 2232.53,1170.34 2232.88,1170.4 2233.24,1170.47 2233.59,1170.53 2233.94,1170.6 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+       "<path clip-path=\"url(#clip730)\" d=\"M2018.57 477.426 L2283.57 477.426 L2283.57 166.386 L2018.57 166.386  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
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+       "<path clip-path=\"url(#clip730)\" d=\"M2230.93 410.968 L2230.93 415.899 Q2228.57 413.7 2225.88 412.612 Q2223.22 411.524 2220.21 411.524 Q2214.29 411.524 2211.14 415.158 Q2207.99 418.769 2207.99 425.621 Q2207.99 432.45 2211.14 436.084 Q2214.29 439.695 2220.21 439.695 Q2223.22 439.695 2225.88 438.607 Q2228.57 437.519 2230.93 435.32 L2230.93 440.204 Q2228.48 441.871 2225.72 442.704 Q2222.99 443.538 2219.93 443.538 Q2212.09 443.538 2207.57 438.746 Q2203.06 433.931 2203.06 425.621 Q2203.06 417.288 2207.57 412.496 Q2212.09 407.681 2219.93 407.681 Q2223.04 407.681 2225.77 408.515 Q2228.52 409.325 2230.93 410.968 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /></svg>\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "using Plots\n",
+    "plot(layout=1)\n",
+    "for Lz_ in Lz\n",
+    "plot!(Lz_, Te=LinRange(1.0,1000.0,1000),ylim=[1e-35,5e-31], yscale=:log10, layout=1) \n",
+    "end\n",
+    "plot!()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "10-element Vector{Float64}:\n",
+       " 1538.9561\n",
+       " 1359.4824\n",
+       " 1193.0386\n",
+       " 1038.3017\n",
+       "  891.58594\n",
+       "  750.65806\n",
+       "  617.58147\n",
+       "  496.69831\n",
+       "  393.1432\n",
+       "  312.39886"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "P_rad_sim = [5.1086, 4.5802, 4.0441, 3.5318, 3.0742, 2.7724, 2.6058, 2.4659, 2.2395, 1.7829]\n",
+    "n_e_sim = [9.1732, 8.7446, 8.3351, 7.8059, 6.9740, 6.2106, 5.5308, 4.9412, 4.4436, 4.0410]\n",
+    "c_z_sim = [0.1944, 0.2034, 0.2127, 0.2271, 0.2583, 0.2992, 0.3524, 0.4204, 0.5046, 0.6109]\n",
+    "T_e_sim = [1538.9561,1359.4824,1193.0386,1038.3017,891.58594,750.65806,617.58147,496.69831, 393.1432,   312.39886]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "using Plots\n",
+    "plot(layout=length(Rrad), title=\"ν_rec, ν_iz\")\n",
+    "for (i, Rrad_) in enumerate(Rrad)\n",
+    "    plot!(Rrad_, Te=LinRange(1.0, 1000.0, 1000), ylim=[1e-35, 5e-31], yscale=:log10, subplot=i, legend=nothing)\n",
+    "end\n",
+    "plot!()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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1275.41,2831.96 1276.18,2831.96 1276.96,2831.95 1277.72,2831.95 1278.49,2831.94 1279.25,2831.94 1280,2831.93 1280.75,2831.93 1281.5,2831.92 1282.24,2831.92 1282.98,2831.91 1283.72,2831.91 1284.45,2831.9 1285.17,2831.9 1285.9,2831.89 1286.62,2831.89 1287.33,2831.88 1288.05,2831.87 1288.75,2831.87 1289.46,2831.86 1290.16,2831.86 1290.86,2831.85 1291.55,2831.85 1292.24,2831.85 1292.93,2831.85 1293.62,2831.84 1294.3,2831.84 1294.97,2831.84 1295.65,2831.84 1296.32,2831.84 1296.99,2831.84 1297.65,2831.83 1298.31,2831.83 1298.97,2831.83 1299.63,2831.83 1300.28,2831.83 1300.93,2831.82 1301.57,2831.82 1302.22,2831.82 1302.86,2831.82 1303.49,2831.82 1304.13,2831.81 1304.76,2831.81 1305.39,2831.81 1306.01,2831.81 1306.64,2831.81 1307.26,2831.81 1307.87,2831.8 1308.49,2831.8 1309.1,2831.8 1309.71,2831.8 1310.31,2831.8 1310.92,2831.79 1311.52,2831.79 1312.12,2831.79 1312.71,2831.79 1313.31,2831.79 1313.9,2831.78 1314.49,2831.78 1315.07,2831.78 1315.66,2831.78 1316.24,2831.78 1316.81,2831.78 1317.39,2831.77 1317.96,2831.77 1318.54,2831.77 1319.11,2831.77 1319.67,2831.77 1320.24,2831.76 1320.8,2831.76 1321.36,2831.76 1321.92,2831.76 1322.47,2831.76 1323.02,2831.76 1323.58,2831.75 1324.12,2831.75 1324.67,2831.75 1325.22,2831.75 1325.76,2831.75 1326.3,2831.74 1326.84,2831.74 1327.37,2831.74 1327.91,2831.74 1328.44,2831.74 1328.97,2831.73 1329.5,2831.73 1330.02,2831.73 1330.55,2831.73 1331.07,2831.73 1331.59,2831.73 1332.1,2831.72 1332.62,2831.72 1333.14,2831.72 1333.65,2831.72 1334.16,2831.72 1334.67,2831.71 1335.17,2831.71 1335.68,2831.71 1336.18,2831.71 1336.68,2831.71 1337.18,2831.7 1337.68,2831.7 1338.17,2831.7 1338.67,2831.7 1339.16,2831.7 1339.65,2831.7 1340.14,2831.69 1340.63,2831.69 1341.11,2831.69 1341.6,2831.69 1342.08,2831.69 1342.56,2831.68 1343.04,2831.68 1343.51,2831.68 1343.99,2831.68 1344.46,2831.68 1344.94,2831.67 1345.41,2831.67 1345.87,2831.67 1346.34,2831.67 1346.81,2831.67 1347.27,2831.67 1347.73,2831.66 1348.2,2831.66 1348.66,2831.66 1349.11,2831.66 1349.57,2831.66 1350.03,2831.66 1350.48,2831.66 1350.93,2831.66 1351.38,2831.66 1351.83,2831.66 1352.28,2831.66 1352.72,2831.66 1353.17,2831.66 1353.61,2831.66 1354.06,2831.66 1354.5,2831.66 1354.93,2831.66 1355.37,2831.65 1355.81,2831.65 1356.24,2831.65 1356.68,2831.65 1357.11,2831.65 1357.54,2831.65 1357.97,2831.65 1358.4,2831.65 1358.83,2831.65 1359.25,2831.65 1359.68,2831.65 1360.1,2831.65 1360.52,2831.65 1360.94,2831.65 1361.36,2831.65 1361.78,2831.65 1362.2,2831.65 1362.61,2831.65 1363.03,2831.64 1363.44,2831.64 1363.85,2831.64 1364.26,2831.64 1364.67,2831.64 1365.08,2831.64 1365.49,2831.64 1365.89,2831.64 1366.3,2831.64 1366.7,2831.64 1367.1,2831.64 1367.5,2831.64 1367.9,2831.64 1368.3,2831.64 1368.7,2831.64 1369.1,2831.64 1369.49,2831.64 1369.89,2831.64 1370.28,2831.63 1370.67,2831.63 1371.06,2831.63 1371.45,2831.63 1371.84,2831.63 1372.23,2831.63 1372.61,2831.63 1373,2831.63 1373.38,2831.63 1373.77,2831.63 1374.15,2831.63 1374.53,2831.63 1374.91,2831.63 1375.29,2831.63 1375.67,2831.63 1376.05,2831.63 1376.42,2831.63 1376.8,2831.63 1377.17,2831.63 1377.54,2831.62 1377.92,2831.62 1378.29,2831.62 1378.66,2831.62 1379.03,2831.62 1379.39,2831.62 1379.76,2831.62 1380.13,2831.62 1380.49,2831.62 1380.86,2831.62 1381.22,2831.62 1381.58,2831.62 1381.94,2831.62 1382.3,2831.62 1382.66,2831.62 1383.02,2831.62 1383.38,2831.62 1383.74,2831.62 1384.09,2831.61 1384.45,2831.61 1384.8,2831.61 1385.15,2831.61 1385.51,2831.61 1385.86,2831.61 1386.21,2831.61 1386.56,2831.61 1386.91,2831.61 1387.25,2831.61 1387.6,2831.61 1387.95,2831.61 1388.29,2831.61 1388.64,2831.61 1388.98,2831.61 1389.32,2831.61 1389.66,2831.61 1390.01,2831.61 1390.35,2831.6 1390.68,2831.6 1391.02,2831.6 1391.36,2831.6 1391.7,2831.6 1392.03,2831.6 1392.37,2831.6 1392.7,2831.6 1393.04,2831.6 1393.37,2831.6 1393.7,2831.6 1394.03,2831.6 1394.36,2831.6 1394.69,2831.6 1395.02,2831.6 1395.35,2831.6 1395.68,2831.6 1396,2831.6 1396.33,2831.59 1396.65,2831.59 1396.98,2831.59 1397.3,2831.59 1397.62,2831.59 1397.95,2831.59 1398.27,2831.59 1398.59,2831.59 1398.91,2831.59 1399.23,2831.59 1399.54,2831.59 1399.86,2831.59 1400.18,2831.59 1400.49,2831.59 1400.81,2831.59 1401.12,2831.59 1401.44,2831.59 1401.75,2831.59 1402.06,2831.58 1402.38,2831.58 1402.69,2831.58 1403,2831.58 1403.31,2831.58 1403.62,2831.58 1403.92,2831.58 1404.23,2831.58 1404.54,2831.58 1404.84,2831.58 1405.15,2831.58 1405.46,2831.58 1405.76,2831.58 1406.06,2831.58 1406.37,2831.58 1406.67,2831.58 1406.97,2831.58 1407.27,2831.58 1407.57,2831.58 1407.87,2831.57 1408.17,2831.57 1408.47,2831.57 1408.77,2831.57 1409.06,2831.57 1409.36,2831.57 1409.65,2831.57 1409.95,2831.57 1410.24,2831.57 1410.54,2831.57 1410.83,2831.57 1411.12,2831.57 1411.42,2831.57 1411.71,2831.57 1412,2831.57 1412.29,2831.57 1412.58,2831.57 1412.87,2831.57 1413.16,2831.56 1413.44,2831.56 1413.73,2831.56 1414.02,2831.56 1414.3,2831.56 1414.59,2831.56 1414.87,2831.56 1415.16,2831.56 1415.44,2831.56 1415.73,2831.56 1416.01,2831.56 1416.29,2831.56 1416.57,2831.56 1416.85,2831.56 1417.13,2831.56 1417.41,2831.56 1417.69,2831.56 1417.97,2831.56 1418.25,2831.55 1418.53,2831.55 1418.8,2831.55 1419.08,2831.55 1419.35,2831.55 1419.63,2831.55 1419.9,2831.55 1420.18,2831.55 1420.45,2831.55 1420.73,2831.55 1421,2831.55 1421.27,2831.55 1421.54,2831.55 1421.81,2831.55 1422.08,2831.55 1422.35,2831.55 1422.62,2831.55 1422.89,2831.55 1423.16,2831.55 1423.43,2831.55 1423.69,2831.55 1423.96,2831.55 1424.23,2831.55 1424.49,2831.55 1424.76,2831.55 1425.02,2831.55 1425.29,2831.55 1425.55,2831.55 1425.81,2831.55 1426.08,2831.55 1426.34,2831.55 1426.6,2831.55 1426.86,2831.55 1427.12,2831.55 1427.38,2831.55 1427.64,2831.55 1427.9,2831.55 1428.16,2831.55 1428.42,2831.55 1428.68,2831.55 1428.93,2831.55 1429.19,2831.55 1429.45,2831.55 1429.7,2831.55 1429.96,2831.55 1430.21,2831.55 1430.47,2831.55 1430.72,2831.55 1430.98,2831.55 1431.23,2831.54 1431.48,2831.54 1431.73,2831.54 1431.99,2831.54 1432.24,2831.54 1432.49,2831.54 1432.74,2831.54 1432.99,2831.54 1433.24,2831.54 1433.49,2831.54 1433.74,2831.54 1433.98,2831.54 1434.23,2831.54 1434.48,2831.54 1434.73,2831.54 1434.97,2831.54 1435.22,2831.54 1435.46,2831.54 1435.71,2831.54 1435.95,2831.54 1436.2,2831.54 1436.44,2831.54 1436.68,2831.54 1436.93,2831.54 1437.17,2831.54 1437.41,2831.54 1437.65,2831.54 1437.9,2831.54 1438.14,2831.54 1438.38,2831.54 1438.62,2831.54 1438.86,2831.54 1439.1,2831.54 1439.33,2831.54 1439.57,2831.54 1439.81,2831.54 1440.05,2831.54 1440.28,2831.54 1440.52,2831.54 1440.76,2831.54 1440.99,2831.54 1441.23,2831.54 1441.46,2831.54 1441.7,2831.54 1441.93,2831.54 1442.17,2831.54 1442.4,2831.54 1442.63,2831.54 1442.87,2831.54 1443.1,2831.54 1443.33,2831.54 1443.56,2831.54 1443.79,2831.53 1444.02,2831.53 1444.25,2831.53 1444.48,2831.53 1444.71,2831.53 1444.94,2831.53 1445.17,2831.53 1445.4,2831.53 1445.63,2831.53 1445.86,2831.53 1446.08,2831.53 1446.31,2831.53 1446.54,2831.53 1446.76,2831.53 1446.99,2831.53 1447.22,2831.53 1447.44,2831.53 1447.67,2831.53 1447.89,2831.53 1448.11,2831.53 1448.34,2831.53 1448.56,2831.53 1448.78,2831.53 1449.01,2831.53 1449.23,2831.53 1449.45,2831.53 1449.67,2831.53 1449.89,2831.53 1450.11,2831.53 1450.34,2831.53 1450.56,2831.53 1450.78,2831.53 1450.99,2831.53 1451.21,2831.53 1451.43,2831.53 1451.65,2831.53 1451.87,2831.53 1452.09,2831.53 1452.3,2831.53 1452.52,2831.53 1452.74,2831.53 1452.95,2831.53 1453.17,2831.53 1453.39,2831.53 1453.6,2831.53 1453.82,2831.53 1454.03,2831.53 1454.25,2831.53 1454.46,2831.53 1454.67,2831.53 1454.89,2831.53 1455.1,2831.53 1455.31,2831.52 1455.53,2831.52 1455.74,2831.52 1455.95,2831.52 1456.16,2831.52 1456.37,2831.52 1456.58,2831.52 1456.79,2831.52 1457,2831.52 1457.21,2831.52 1457.42,2831.52 1457.63,2831.52 1457.84,2831.52 1458.05,2831.52 1458.26,2831.52 1458.47,2831.52 1458.67,2831.52 1458.88,2831.52 1459.09,2831.52 1459.29,2831.52 1459.5,2831.52 1459.71,2831.52 1459.91,2831.52 1460.12,2831.52 1460.32,2831.52 1460.53,2831.52 1460.73,2831.52 1460.94,2831.52 1461.14,2831.52 1461.34,2831.52 1461.55,2831.52 1461.75,2831.52 1461.95,2831.52 1462.16,2831.52 1462.36,2831.52 1462.56,2831.52 1462.76,2831.52 1462.96,2831.52 1463.16,2831.52 1463.36,2831.52 1463.57,2831.52 1463.77,2831.52 1463.97,2831.52 1464.16,2831.52 1464.36,2831.52 1464.56,2831.52 1464.76,2831.52 1464.96,2831.52 1465.16,2831.52 1465.36,2831.52 1465.55,2831.52 1465.75,2831.52 1465.95,2831.52 1466.14,2831.52 1466.34,2831.52 1466.54,2831.51 1466.73,2831.51 1466.93,2831.51 1467.12,2831.51 1467.32,2831.51 1467.51,2831.51 1467.71,2831.51 1467.9,2831.51 1468.1,2831.51 1468.29,2831.51 1468.48,2831.51 1468.68,2831.51 1468.87,2831.51 1469.06,2831.51 1469.25,2831.51 1469.45,2831.51 1469.64,2831.51 1469.83,2831.51 1470.02,2831.51 1470.21,2831.51 1470.4,2831.51 1470.59,2831.51 1470.78,2831.51 1470.97,2831.51 1471.16,2831.51 1471.35,2831.51 1471.54,2831.51 1471.73,2831.51 1471.92,2831.51 1472.11,2831.51 1472.3,2831.51 1472.48,2831.51 1472.67,2831.51 1472.86,2831.51 1473.05,2831.51 1473.23,2831.51 1473.42,2831.51 1473.61,2831.51 1473.79,2831.51 1473.98,2831.51 1474.16,2831.51 1474.35,2831.51 1474.54,2831.51 1474.72,2831.51 1474.91,2831.51 1475.09,2831.51 1475.27,2831.51 1475.46,2831.51 1475.64,2831.51 1475.82,2831.51 1476.01,2831.51 1476.19,2831.51 1476.37,2831.51 1476.56,2831.51 1476.74,2831.51 1476.92,2831.51 1477.1,2831.51 1477.28,2831.51 1477.46,2831.51 1477.65,2831.51 1477.83,2831.51 1478.01,2831.51 1478.19,2831.51 1478.37,2831.51 1478.55,2831.51 1478.73,2831.51 1478.91,2831.51 1479.09,2831.51 1479.26,2831.51 1479.44,2831.51 1479.62,2831.51 1479.8,2831.51 1479.98,2831.51 1480.16,2831.51 1480.33,2831.51 1480.51,2831.51 1480.69,2831.51 1480.87,2831.51 1481.04,2831.51 1481.22,2831.51 1481.39,2831.51 1481.57,2831.51 1481.75,2831.51 1481.92,2831.51 1482.1,2831.51 1482.27,2831.51 1482.45,2831.51 1482.62,2831.51 1482.8,2831.51 1482.97,2831.51 1483.14,2831.51 1483.32,2831.51 1483.49,2831.51 1483.67,2831.51 1483.84,2831.51 1484.01,2831.51 1484.18,2831.51 1484.36,2831.51 1484.53,2831.51 1484.7,2831.51 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1275.41,2913.43 1276.18,2913.43 1276.96,2913.42 1277.72,2913.42 1278.49,2913.42 1279.25,2913.42 1280,2913.41 1280.75,2913.41 1281.5,2913.41 1282.24,2913.41 1282.98,2913.4 1283.72,2913.4 1284.45,2913.4 1285.17,2913.4 1285.9,2913.39 1286.62,2913.39 1287.33,2913.39 1288.05,2913.39 1288.75,2913.38 1289.46,2913.38 1290.16,2913.38 1290.86,2913.38 1291.55,2913.37 1292.24,2913.37 1292.93,2913.37 1293.62,2913.37 1294.3,2913.37 1294.97,2913.37 1295.65,2913.37 1296.32,2913.37 1296.99,2913.37 1297.65,2913.36 1298.31,2913.36 1298.97,2913.36 1299.63,2913.36 1300.28,2913.36 1300.93,2913.36 1301.57,2913.36 1302.22,2913.36 1302.86,2913.36 1303.49,2913.36 1304.13,2913.36 1304.76,2913.35 1305.39,2913.35 1306.01,2913.35 1306.64,2913.35 1307.26,2913.35 1307.87,2913.35 1308.49,2913.35 1309.1,2913.35 1309.71,2913.35 1310.31,2913.35 1310.92,2913.35 1311.52,2913.34 1312.12,2913.34 1312.71,2913.34 1313.31,2913.34 1313.9,2913.34 1314.49,2913.34 1315.07,2913.34 1315.66,2913.34 1316.24,2913.34 1316.81,2913.34 1317.39,2913.34 1317.96,2913.33 1318.54,2913.33 1319.11,2913.33 1319.67,2913.33 1320.24,2913.33 1320.8,2913.33 1321.36,2913.33 1321.92,2913.33 1322.47,2913.33 1323.02,2913.33 1323.58,2913.32 1324.12,2913.32 1324.67,2913.32 1325.22,2913.32 1325.76,2913.32 1326.3,2913.32 1326.84,2913.32 1327.37,2913.32 1327.91,2913.32 1328.44,2913.32 1328.97,2913.32 1329.5,2913.31 1330.02,2913.31 1330.55,2913.31 1331.07,2913.31 1331.59,2913.31 1332.1,2913.31 1332.62,2913.31 1333.14,2913.31 1333.65,2913.31 1334.16,2913.31 1334.67,2913.31 1335.17,2913.3 1335.68,2913.3 1336.18,2913.3 1336.68,2913.3 1337.18,2913.3 1337.68,2913.3 1338.17,2913.3 1338.67,2913.3 1339.16,2913.3 1339.65,2913.3 1340.14,2913.3 1340.63,2913.29 1341.11,2913.29 1341.6,2913.29 1342.08,2913.29 1342.56,2913.29 1343.04,2913.29 1343.51,2913.29 1343.99,2913.29 1344.46,2913.29 1344.94,2913.29 1345.41,2913.28 1345.87,2913.28 1346.34,2913.28 1346.81,2913.28 1347.27,2913.28 1347.73,2913.28 1348.2,2913.28 1348.66,2913.28 1349.11,2913.28 1349.57,2913.28 1350.03,2913.28 1350.48,2913.28 1350.93,2913.28 1351.38,2913.28 1351.83,2913.28 1352.28,2913.28 1352.72,2913.28 1353.17,2913.28 1353.61,2913.28 1354.06,2913.28 1354.5,2913.28 1354.93,2913.28 1355.37,2913.28 1355.81,2913.28 1356.24,2913.28 1356.68,2913.27 1357.11,2913.27 1357.54,2913.27 1357.97,2913.27 1358.4,2913.27 1358.83,2913.27 1359.25,2913.27 1359.68,2913.27 1360.1,2913.27 1360.52,2913.27 1360.94,2913.27 1361.36,2913.27 1361.78,2913.27 1362.2,2913.27 1362.61,2913.27 1363.03,2913.27 1363.44,2913.27 1363.85,2913.27 1364.26,2913.27 1364.67,2913.27 1365.08,2913.27 1365.49,2913.27 1365.89,2913.27 1366.3,2913.27 1366.7,2913.27 1367.1,2913.27 1367.5,2913.27 1367.9,2913.27 1368.3,2913.27 1368.7,2913.27 1369.1,2913.27 1369.49,2913.27 1369.89,2913.27 1370.28,2913.27 1370.67,2913.27 1371.06,2913.27 1371.45,2913.26 1371.84,2913.26 1372.23,2913.26 1372.61,2913.26 1373,2913.26 1373.38,2913.26 1373.77,2913.26 1374.15,2913.26 1374.53,2913.26 1374.91,2913.26 1375.29,2913.26 1375.67,2913.26 1376.05,2913.26 1376.42,2913.26 1376.8,2913.26 1377.17,2913.26 1377.54,2913.26 1377.92,2913.26 1378.29,2913.26 1378.66,2913.26 1379.03,2913.26 1379.39,2913.26 1379.76,2913.26 1380.13,2913.26 1380.49,2913.26 1380.86,2913.26 1381.22,2913.26 1381.58,2913.26 1381.94,2913.26 1382.3,2913.26 1382.66,2913.26 1383.02,2913.26 1383.38,2913.26 1383.74,2913.26 1384.09,2913.26 1384.45,2913.26 1384.8,2913.26 1385.15,2913.25 1385.51,2913.25 1385.86,2913.25 1386.21,2913.25 1386.56,2913.25 1386.91,2913.25 1387.25,2913.25 1387.6,2913.25 1387.95,2913.25 1388.29,2913.25 1388.64,2913.25 1388.98,2913.25 1389.32,2913.25 1389.66,2913.25 1390.01,2913.25 1390.35,2913.25 1390.68,2913.25 1391.02,2913.25 1391.36,2913.25 1391.7,2913.25 1392.03,2913.25 1392.37,2913.25 1392.7,2913.25 1393.04,2913.25 1393.37,2913.25 1393.7,2913.25 1394.03,2913.25 1394.36,2913.25 1394.69,2913.25 1395.02,2913.25 1395.35,2913.25 1395.68,2913.25 1396,2913.25 1396.33,2913.25 1396.65,2913.25 1396.98,2913.25 1397.3,2913.24 1397.62,2913.24 1397.95,2913.24 1398.27,2913.24 1398.59,2913.24 1398.91,2913.24 1399.23,2913.24 1399.54,2913.24 1399.86,2913.24 1400.18,2913.24 1400.49,2913.24 1400.81,2913.24 1401.12,2913.24 1401.44,2913.24 1401.75,2913.24 1402.06,2913.24 1402.38,2913.24 1402.69,2913.24 1403,2913.24 1403.31,2913.24 1403.62,2913.24 1403.92,2913.24 1404.23,2913.24 1404.54,2913.24 1404.84,2913.24 1405.15,2913.24 1405.46,2913.24 1405.76,2913.24 1406.06,2913.24 1406.37,2913.24 1406.67,2913.24 1406.97,2913.24 1407.27,2913.24 1407.57,2913.24 1407.87,2913.24 1408.17,2913.24 1408.47,2913.24 1408.77,2913.23 1409.06,2913.23 1409.36,2913.23 1409.65,2913.23 1409.95,2913.23 1410.24,2913.23 1410.54,2913.23 1410.83,2913.23 1411.12,2913.23 1411.42,2913.23 1411.71,2913.23 1412,2913.23 1412.29,2913.23 1412.58,2913.23 1412.87,2913.23 1413.16,2913.23 1413.44,2913.23 1413.73,2913.23 1414.02,2913.23 1414.3,2913.23 1414.59,2913.23 1414.87,2913.23 1415.16,2913.23 1415.44,2913.23 1415.73,2913.23 1416.01,2913.23 1416.29,2913.23 1416.57,2913.23 1416.85,2913.23 1417.13,2913.23 1417.41,2913.23 1417.69,2913.23 1417.97,2913.23 1418.25,2913.23 1418.53,2913.23 1418.8,2913.23 1419.08,2913.23 1419.35,2913.23 1419.63,2913.23 1419.9,2913.22 1420.18,2913.22 1420.45,2913.22 1420.73,2913.22 1421,2913.22 1421.27,2913.22 1421.54,2913.22 1421.81,2913.22 1422.08,2913.22 1422.35,2913.22 1422.62,2913.22 1422.89,2913.22 1423.16,2913.22 1423.43,2913.22 1423.69,2913.22 1423.96,2913.22 1424.23,2913.22 1424.49,2913.22 1424.76,2913.22 1425.02,2913.22 1425.29,2913.22 1425.55,2913.22 1425.81,2913.22 1426.08,2913.22 1426.34,2913.22 1426.6,2913.22 1426.86,2913.22 1427.12,2913.22 1427.38,2913.22 1427.64,2913.22 1427.9,2913.22 1428.16,2913.22 1428.42,2913.22 1428.68,2913.22 1428.93,2913.22 1429.19,2913.22 1429.45,2913.22 1429.7,2913.22 1429.96,2913.22 1430.21,2913.22 1430.47,2913.22 1430.72,2913.22 1430.98,2913.22 1431.23,2913.22 1431.48,2913.22 1431.73,2913.22 1431.99,2913.22 1432.24,2913.22 1432.49,2913.22 1432.74,2913.22 1432.99,2913.22 1433.24,2913.22 1433.49,2913.22 1433.74,2913.22 1433.98,2913.22 1434.23,2913.22 1434.48,2913.22 1434.73,2913.22 1434.97,2913.22 1435.22,2913.22 1435.46,2913.22 1435.71,2913.22 1435.95,2913.22 1436.2,2913.22 1436.44,2913.22 1436.68,2913.22 1436.93,2913.22 1437.17,2913.22 1437.41,2913.22 1437.65,2913.22 1437.9,2913.22 1438.14,2913.22 1438.38,2913.22 1438.62,2913.22 1438.86,2913.22 1439.1,2913.22 1439.33,2913.22 1439.57,2913.22 1439.81,2913.22 1440.05,2913.22 1440.28,2913.22 1440.52,2913.22 1440.76,2913.22 1440.99,2913.22 1441.23,2913.22 1441.46,2913.22 1441.7,2913.22 1441.93,2913.22 1442.17,2913.22 1442.4,2913.22 1442.63,2913.22 1442.87,2913.22 1443.1,2913.22 1443.33,2913.22 1443.56,2913.22 1443.79,2913.22 1444.02,2913.22 1444.25,2913.22 1444.48,2913.22 1444.71,2913.22 1444.94,2913.22 1445.17,2913.22 1445.4,2913.22 1445.63,2913.21 1445.86,2913.21 1446.08,2913.21 1446.31,2913.21 1446.54,2913.21 1446.76,2913.21 1446.99,2913.21 1447.22,2913.21 1447.44,2913.21 1447.67,2913.21 1447.89,2913.21 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1275.41,2750.49 1276.18,2750.49 1276.96,2750.48 1277.72,2750.47 1278.49,2750.46 1279.25,2750.46 1280,2750.45 1280.75,2750.44 1281.5,2750.43 1282.24,2750.43 1282.98,2750.42 1283.72,2750.41 1284.45,2750.4 1285.17,2750.39 1285.9,2750.39 1286.62,2750.38 1287.33,2750.37 1288.05,2750.36 1288.75,2750.36 1289.46,2750.35 1290.16,2750.34 1290.86,2750.33 1291.55,2750.33 1292.24,2750.32 1292.93,2750.32 1293.62,2750.32 1294.3,2750.32 1294.97,2750.31 1295.65,2750.31 1296.32,2750.31 1296.99,2750.3 1297.65,2750.3 1298.31,2750.3 1298.97,2750.3 1299.63,2750.29 1300.28,2750.29 1300.93,2750.29 1301.57,2750.28 1302.22,2750.28 1302.86,2750.28 1303.49,2750.28 1304.13,2750.27 1304.76,2750.27 1305.39,2750.27 1306.01,2750.27 1306.64,2750.26 1307.26,2750.26 1307.87,2750.26 1308.49,2750.25 1309.1,2750.25 1309.71,2750.25 1310.31,2750.25 1310.92,2750.24 1311.52,2750.24 1312.12,2750.24 1312.71,2750.23 1313.31,2750.23 1313.9,2750.23 1314.49,2750.23 1315.07,2750.22 1315.66,2750.22 1316.24,2750.22 1316.81,2750.22 1317.39,2750.21 1317.96,2750.21 1318.54,2750.21 1319.11,2750.2 1319.67,2750.2 1320.24,2750.2 1320.8,2750.2 1321.36,2750.19 1321.92,2750.19 1322.47,2750.19 1323.02,2750.18 1323.58,2750.18 1324.12,2750.18 1324.67,2750.18 1325.22,2750.17 1325.76,2750.17 1326.3,2750.17 1326.84,2750.16 1327.37,2750.16 1327.91,2750.16 1328.44,2750.16 1328.97,2750.15 1329.5,2750.15 1330.02,2750.15 1330.55,2750.15 1331.07,2750.14 1331.59,2750.14 1332.1,2750.14 1332.62,2750.13 1333.14,2750.13 1333.65,2750.13 1334.16,2750.13 1334.67,2750.12 1335.17,2750.12 1335.68,2750.12 1336.18,2750.11 1336.68,2750.11 1337.18,2750.11 1337.68,2750.11 1338.17,2750.1 1338.67,2750.1 1339.16,2750.1 1339.65,2750.09 1340.14,2750.09 1340.63,2750.09 1341.11,2750.09 1341.6,2750.08 1342.08,2750.08 1342.56,2750.08 1343.04,2750.08 1343.51,2750.07 1343.99,2750.07 1344.46,2750.07 1344.94,2750.06 1345.41,2750.06 1345.87,2750.06 1346.34,2750.06 1346.81,2750.05 1347.27,2750.05 1347.73,2750.05 1348.2,2750.05 1348.66,2750.05 1349.11,2750.05 1349.57,2750.04 1350.03,2750.04 1350.48,2750.04 1350.93,2750.04 1351.38,2750.04 1351.83,2750.04 1352.28,2750.04 1352.72,2750.04 1353.17,2750.04 1353.61,2750.04 1354.06,2750.04 1354.5,2750.04 1354.93,2750.03 1355.37,2750.03 1355.81,2750.03 1356.24,2750.03 1356.68,2750.03 1357.11,2750.03 1357.54,2750.03 1357.97,2750.03 1358.4,2750.03 1358.83,2750.03 1359.25,2750.03 1359.68,2750.03 1360.1,2750.02 1360.52,2750.02 1360.94,2750.02 1361.36,2750.02 1361.78,2750.02 1362.2,2750.02 1362.61,2750.02 1363.03,2750.02 1363.44,2750.02 1363.85,2750.02 1364.26,2750.02 1364.67,2750.02 1365.08,2750.01 1365.49,2750.01 1365.89,2750.01 1366.3,2750.01 1366.7,2750.01 1367.1,2750.01 1367.5,2750.01 1367.9,2750.01 1368.3,2750.01 1368.7,2750.01 1369.1,2750.01 1369.49,2750.01 1369.89,2750 1370.28,2750 1370.67,2750 1371.06,2750 1371.45,2750 1371.84,2750 1372.23,2750 1372.61,2750 1373,2750 1373.38,2750 1373.77,2750 1374.15,2750 1374.53,2750 1374.91,2749.99 1375.29,2749.99 1375.67,2749.99 1376.05,2749.99 1376.42,2749.99 1376.8,2749.99 1377.17,2749.99 1377.54,2749.99 1377.92,2749.99 1378.29,2749.99 1378.66,2749.99 1379.03,2749.99 1379.39,2749.98 1379.76,2749.98 1380.13,2749.98 1380.49,2749.98 1380.86,2749.98 1381.22,2749.98 1381.58,2749.98 1381.94,2749.98 1382.3,2749.98 1382.66,2749.98 1383.02,2749.98 1383.38,2749.98 1383.74,2749.97 1384.09,2749.97 1384.45,2749.97 1384.8,2749.97 1385.15,2749.97 1385.51,2749.97 1385.86,2749.97 1386.21,2749.97 1386.56,2749.97 1386.91,2749.97 1387.25,2749.97 1387.6,2749.97 1387.95,2749.96 1388.29,2749.96 1388.64,2749.96 1388.98,2749.96 1389.32,2749.96 1389.66,2749.96 1390.01,2749.96 1390.35,2749.96 1390.68,2749.96 1391.02,2749.96 1391.36,2749.96 1391.7,2749.96 1392.03,2749.95 1392.37,2749.95 1392.7,2749.95 1393.04,2749.95 1393.37,2749.95 1393.7,2749.95 1394.03,2749.95 1394.36,2749.95 1394.69,2749.95 1395.02,2749.95 1395.35,2749.95 1395.68,2749.95 1396,2749.94 1396.33,2749.94 1396.65,2749.94 1396.98,2749.94 1397.3,2749.94 1397.62,2749.94 1397.95,2749.94 1398.27,2749.94 1398.59,2749.94 1398.91,2749.94 1399.23,2749.94 1399.54,2749.94 1399.86,2749.93 1400.18,2749.93 1400.49,2749.93 1400.81,2749.93 1401.12,2749.93 1401.44,2749.93 1401.75,2749.93 1402.06,2749.93 1402.38,2749.93 1402.69,2749.93 1403,2749.93 1403.31,2749.93 1403.62,2749.92 1403.92,2749.92 1404.23,2749.92 1404.54,2749.92 1404.84,2749.92 1405.15,2749.92 1405.46,2749.92 1405.76,2749.92 1406.06,2749.92 1406.37,2749.92 1406.67,2749.92 1406.97,2749.92 1407.27,2749.92 1407.57,2749.91 1407.87,2749.91 1408.17,2749.91 1408.47,2749.91 1408.77,2749.91 1409.06,2749.91 1409.36,2749.91 1409.65,2749.91 1409.95,2749.91 1410.24,2749.91 1410.54,2749.91 1410.83,2749.91 1411.12,2749.9 1411.42,2749.9 1411.71,2749.9 1412,2749.9 1412.29,2749.9 1412.58,2749.9 1412.87,2749.9 1413.16,2749.9 1413.44,2749.9 1413.73,2749.9 1414.02,2749.9 1414.3,2749.9 1414.59,2749.89 1414.87,2749.89 1415.16,2749.89 1415.44,2749.89 1415.73,2749.89 1416.01,2749.89 1416.29,2749.89 1416.57,2749.89 1416.85,2749.89 1417.13,2749.89 1417.41,2749.89 1417.69,2749.89 1417.97,2749.88 1418.25,2749.88 1418.53,2749.88 1418.8,2749.88 1419.08,2749.88 1419.35,2749.88 1419.63,2749.88 1419.9,2749.88 1420.18,2749.88 1420.45,2749.88 1420.73,2749.88 1421,2749.88 1421.27,2749.88 1421.54,2749.88 1421.81,2749.88 1422.08,2749.88 1422.35,2749.88 1422.62,2749.88 1422.89,2749.88 1423.16,2749.88 1423.43,2749.88 1423.69,2749.88 1423.96,2749.88 1424.23,2749.88 1424.49,2749.88 1424.76,2749.88 1425.02,2749.88 1425.29,2749.88 1425.55,2749.88 1425.81,2749.88 1426.08,2749.87 1426.34,2749.87 1426.6,2749.87 1426.86,2749.87 1427.12,2749.87 1427.38,2749.87 1427.64,2749.87 1427.9,2749.87 1428.16,2749.87 1428.42,2749.87 1428.68,2749.87 1428.93,2749.87 1429.19,2749.87 1429.45,2749.87 1429.7,2749.87 1429.96,2749.87 1430.21,2749.87 1430.47,2749.87 1430.72,2749.87 1430.98,2749.87 1431.23,2749.87 1431.48,2749.87 1431.73,2749.87 1431.99,2749.87 1432.24,2749.87 1432.49,2749.87 1432.74,2749.87 1432.99,2749.87 1433.24,2749.87 1433.49,2749.87 1433.74,2749.87 1433.98,2749.87 1434.23,2749.87 1434.48,2749.87 1434.73,2749.87 1434.97,2749.86 1435.22,2749.86 1435.46,2749.86 1435.71,2749.86 1435.95,2749.86 1436.2,2749.86 1436.44,2749.86 1436.68,2749.86 1436.93,2749.86 1437.17,2749.86 1437.41,2749.86 1437.65,2749.86 1437.9,2749.86 1438.14,2749.86 1438.38,2749.86 1438.62,2749.86 1438.86,2749.86 1439.1,2749.86 1439.33,2749.86 1439.57,2749.86 1439.81,2749.86 1440.05,2749.86 1440.28,2749.86 1440.52,2749.86 1440.76,2749.86 1440.99,2749.86 1441.23,2749.86 1441.46,2749.86 1441.7,2749.86 1441.93,2749.86 1442.17,2749.86 1442.4,2749.86 1442.63,2749.86 1442.87,2749.86 1443.1,2749.85 1443.33,2749.85 1443.56,2749.85 1443.79,2749.85 1444.02,2749.85 1444.25,2749.85 1444.48,2749.85 1444.71,2749.85 1444.94,2749.85 1445.17,2749.85 1445.4,2749.85 1445.63,2749.85 1445.86,2749.85 1446.08,2749.85 1446.31,2749.85 1446.54,2749.85 1446.76,2749.85 1446.99,2749.85 1447.22,2749.85 1447.44,2749.85 1447.67,2749.85 1447.89,2749.85 1448.11,2749.85 1448.34,2749.85 1448.56,2749.85 1448.78,2749.85 1449.01,2749.85 1449.23,2749.85 1449.45,2749.85 1449.67,2749.85 1449.89,2749.85 1450.11,2749.85 1450.34,2749.85 1450.56,2749.85 1450.78,2749.85 1450.99,2749.84 1451.21,2749.84 1451.43,2749.84 1451.65,2749.84 1451.87,2749.84 1452.09,2749.84 1452.3,2749.84 1452.52,2749.84 1452.74,2749.84 1452.95,2749.84 1453.17,2749.84 1453.39,2749.84 1453.6,2749.84 1453.82,2749.84 1454.03,2749.84 1454.25,2749.84 1454.46,2749.84 1454.67,2749.84 1454.89,2749.84 1455.1,2749.84 1455.31,2749.84 1455.53,2749.84 1455.74,2749.84 1455.95,2749.84 1456.16,2749.84 1456.37,2749.84 1456.58,2749.84 1456.79,2749.84 1457,2749.84 1457.21,2749.84 1457.42,2749.84 1457.63,2749.84 1457.84,2749.84 1458.05,2749.84 1458.26,2749.83 1458.47,2749.83 1458.67,2749.83 1458.88,2749.83 1459.09,2749.83 1459.29,2749.83 1459.5,2749.83 1459.71,2749.83 1459.91,2749.83 1460.12,2749.83 1460.32,2749.83 1460.53,2749.83 1460.73,2749.83 1460.94,2749.83 1461.14,2749.83 1461.34,2749.83 1461.55,2749.83 1461.75,2749.83 1461.95,2749.83 1462.16,2749.83 1462.36,2749.83 1462.56,2749.83 1462.76,2749.83 1462.96,2749.83 1463.16,2749.83 1463.36,2749.83 1463.57,2749.83 1463.77,2749.83 1463.97,2749.83 1464.16,2749.83 1464.36,2749.83 1464.56,2749.83 1464.76,2749.83 1464.96,2749.83 1465.16,2749.83 1465.36,2749.82 1465.55,2749.82 1465.75,2749.82 1465.95,2749.82 1466.14,2749.82 1466.34,2749.82 1466.54,2749.82 1466.73,2749.82 1466.93,2749.82 1467.12,2749.82 1467.32,2749.82 1467.51,2749.82 1467.71,2749.82 1467.9,2749.82 1468.1,2749.82 1468.29,2749.82 1468.48,2749.82 1468.68,2749.82 1468.87,2749.82 1469.06,2749.82 1469.25,2749.82 1469.45,2749.82 1469.64,2749.82 1469.83,2749.82 1470.02,2749.82 1470.21,2749.82 1470.4,2749.82 1470.59,2749.82 1470.78,2749.82 1470.97,2749.82 1471.16,2749.82 1471.35,2749.82 1471.54,2749.82 1471.73,2749.82 1471.92,2749.82 1472.11,2749.82 1472.3,2749.82 1472.48,2749.82 1472.67,2749.82 1472.86,2749.82 1473.05,2749.82 1473.23,2749.82 1473.42,2749.82 1473.61,2749.82 1473.79,2749.82 1473.98,2749.82 1474.16,2749.82 1474.35,2749.82 1474.54,2749.82 1474.72,2749.82 1474.91,2749.82 1475.09,2749.82 1475.27,2749.82 1475.46,2749.82 1475.64,2749.82 1475.82,2749.82 1476.01,2749.82 1476.19,2749.82 1476.37,2749.82 1476.56,2749.82 1476.74,2749.82 1476.92,2749.82 1477.1,2749.82 1477.28,2749.82 1477.46,2749.82 1477.65,2749.82 1477.83,2749.82 1478.01,2749.82 1478.19,2749.82 1478.37,2749.82 1478.55,2749.82 1478.73,2749.82 1478.91,2749.82 1479.09,2749.82 1479.26,2749.81 1479.44,2749.81 1479.62,2749.81 1479.8,2749.81 1479.98,2749.81 1480.16,2749.81 1480.33,2749.81 1480.51,2749.81 1480.69,2749.81 1480.87,2749.81 1481.04,2749.81 1481.22,2749.81 1481.39,2749.81 1481.57,2749.81 1481.75,2749.81 1481.92,2749.81 1482.1,2749.81 1482.27,2749.81 1482.45,2749.81 1482.62,2749.81 1482.8,2749.81 1482.97,2749.81 1483.14,2749.81 1483.32,2749.81 1483.49,2749.81 1483.67,2749.81 1483.84,2749.81 1484.01,2749.81 1484.18,2749.81 1484.36,2749.81 1484.53,2749.81 1484.7,2749.81 1484.87,2749.81 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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "using Plots\n",
+    "plot(layout=length(Zeff), size=(1200,800))\n",
+    "for (i, Zeff_) in enumerate(Zeff)\n",
+    "    plot!(Zeff_, Te=LinRange(1.0, 10000.0, 1000),subplot=i, legendposition=:left)\n",
+    "end\n",
+    "plot!()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+       "</svg>\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "r_omp = 0.0:0.0005:0.02\n",
+    "_f(ξ, fmin, fmax; α=1.0, β=0.0) = @. (fmax + fmin) / 2.0 + tanh(α * ξ + β) * (fmax - fmin) / 2.0\n",
+    "fξ(x) = (x .- minimum(x)) ./ (maximum(x) - minimum(x)) .- 0.5\n",
+    "f(x,args...; kw...) = _f(fξ(x),args...; kw...)\n",
+    "Te_ped = 3000.0\n",
+    "Te_sep = 150.0\n",
+    "ne_ped = 1e20\n",
+    "ne_sep = 1e19\n",
+    "Te = f(r_omp,Te_ped,Te_sep,α=7.0)\n",
+    "ne = f(r_omp, ne_ped, ne_sep, α=7.0)\n",
+    "plot(layout=2)\n",
+    "plot!(r_omp, Te, subplot=1, label=nothing)\n",
+    "plot!(r_omp,ne,subplot=2, label=nothing, xlabel=\"r_omp[m]\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+       "</svg>\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "Lztot = Dict(Lz_.imp => [Lz_.Lztot(ne_, Te_) for (Te_, ne_) in zip(Te, ne)] for Lz_ in Lz)\n",
+    "Pvol_rad = Dict(Lz_.imp => [Lz_.Lztot(ne_, Te_) * ne_^2 for (Te_, ne_) in zip(Te, ne)] for Lz_ in Lz)\n",
+    "\n",
+    "\n",
+    "plot(title=\"Cooling rates in pedestal\")\n",
+    "for (k,v) in Lztot\n",
+    "    plot!(r_omp, v, ylim=[1e-35, 5e-31], yscale=:log10, xlabel=\"r_omp [m]\", label=\"$k\")\n",
+    "end\n",
+    "plot!(twinx(),r_omp, ne, label=nothing, ylabel=\"ne\")\n",
+    "plot!()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+       "<defs>\n",
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+       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ν_iz = Dict(Riz_.imp => [1.0 / (Riz_.rate(Zmean_(ne_, Te_), ne_, Te_) * ne_) for (Te_, ne_) in zip(Te, ne)] for (Riz_,Zmean_) in zip(Riz,Zmean))\n",
+    "ν_rec = Dict(Rrec_.imp => [1.0 / (Rrec_.rate(Zmean_(ne_,Te_),ne_, Te_) * ne_) for (Te_, ne_) in zip(Te, ne)] for (Rrec_,Zmean_) in zip(Rrec,Zmean))\n",
+    "\n",
+    "\n",
+    "\n",
+    "plot( layout=2)\n",
+    "for (k, v) in ν_iz\n",
+    "    plot!(r_omp, v, yscale=:log10, xlabel=\"r_omp [m]\", label=\"$k\", subplot=1, ylabel=\"ν_iz [s]\", title=\"iz timescale in pedestal\")\n",
+    "end\n",
+    "\n",
+    "for (k, v) in ν_rec\n",
+    "    plot!(r_omp, v, yscale=:log10, xlabel=\"r_omp [m]\", label=\"$k\", subplot=2, ylabel = \"ν_rec [s]\", title=\"rec timescale in pedestal\")\n",
+    "end\n",
+    "plot!()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "eff_Z = Dict(Lz_.imp => [ADAS.get_Zeff(Lz_.imp)(0.01,ne_,Te_) for (Te_, ne_) in zip(Te, ne)] for Lz_ in Lz)\n",
+    "\n",
+    "\n",
+    "plot(title=\"Zeff at f=0.01\")\n",
+    "for (k, v) in eff_Z\n",
+    "    plot!(r_omp, v, xlabel=\"r_omp [m]\", label=\"$k\")\n",
+    "end\n",
+    "plot!(twinx(), r_omp, ne, ylabel=\"ne\", color=:black, label = \"nₑ\", legendposition=:right)\n",
+    "plot!()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot(title=\"Average Z required for a given Zeff\")\n",
+    "ff = 0.001:0.001:0.01\n",
+    "for z_eff in 2.0:0.5:4.0\n",
+    "Z_ave = sqrt.((z_eff-1.0)./ff .+ 1/4) .+ 1/2\n",
+    "plot!(ff, Z_ave, xlabel=\"imp fraction\", ylabel = \"<Z>\", label=\"Zeff=$z_eff\")\n",
+    "end\n",
+    "plot!()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "Zmean = Dict(Lz_.imp => [ADAS.get_Zmean(Lz_.imp)(ne_, Te_) for (Te_, ne_) in zip(Te, ne)] for Lz_ in Lz)\n",
+    "\n",
+    "\n",
+    "plot(title=\"Average charge state \")\n",
+    "for (k, v) in Zmean\n",
+    "    plot!(r_omp, v, xlabel=\"r_omp [m]\", label=\"$k\")\n",
+    "end\n",
+    "plot!(twinx(), r_omp, ne, ylabel=\"n_e\", color=:black, label=\"nₑ\", legendposition=:right)\n",
+    "plot!()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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pl8t//vnnevc4EQTp1asXPvIP9+jRI3w6Apy+vv7Vq1c/nllGeSdPtTQSiRQYGFhZWYlhWFpaGt69SJW9vf3t27dVo/ruu+9Uf+vgf6/09HTV30kIguAT2AIAYmJiPlWNEKQxCKZla5JBRKmtrS0pKaHT6Q32mCgqKqqrqzMyMsK/5iQSSVJS0tu3b+l0ekBAgL29PZ/PLy8vNzQ0VB2HBwDIy8tLTEwUi8WdO3fu3bu3WCwuKipis9nK3owVFRWVlZWWlpZ6enrKo0pLSx88eFBaWmplZdWvXz8mk4kHYGdnV29lCalUWlJSIpVKlWW+e/cOAPDxBUdaWlpycrJIJHJwcAgMDKz3pV9RUcHj8czMzFTDAP98L388tZiqwsLC2tpaBwcHPOsrFIqcnBwqlWptba26G15Fyjps0NmzZ0eOHBkdHb158+acnJy7d+/W1dV5e3v36NGjwYtXoVCYlJSUk5NDJpPNzc19fHzqXToDAOrq6m7evFlYWGhqajpgwAA2m52fny+VSj+uIj6ff//+/by8PDqdbmFh0bVr13qdTjMyMl6/fo1PMOvo6Ojr69vgQh+VlZV4T1Tl30ssFt+/f//du3dMJjMwMNDGxobH41VUVBgbGytzeb1qhCCNgYkQgrSIaiIkOhYI6ijgPUIIgiCoQ4OJEIIgCOrQYFs8BGmRzp07r1+/Hu9+CUGQZsB7hBAEQVCHBptGIQiCoA4NJkIIgiCoQ4OJEIIgCOrQYCKEIAiCOjSYCCEIgqAODSZCCIIgqENrB4lQLBavW7euOXvC1a5bCVZgK8EKbCVYga3UnAqUSqU///yzBoJpR9pBIqyqqsIXY2uSSCRSdzC6DVZgK8EKbCVYga3UnArk8XhbtmzRQDDtSDtIhBAEQVBHsG/fvn79+vXq1Wvx4sXKBZ83b94cFBQ0efLkqqoqNZ0XJkIIgiBIKxgbG584ceLevXulpaX4+p0XL16Mj4+Pj4/v37//3Llz1XRemAghCIIgrTBs2DATExMKhdKzZ8/S0lIAwNmzZ6dNm0YmkydOnHj9+nU1zQkKJ92GIAiCtEhFRUVMTMz58+cBAEVFRfha02QymcViVVdXGxgYtPkZ4RUhBEEQpC14PF5ERMTGjRtdXV0BAAwGQ3mzsK6ujsFgqOOk8IoQgiAI+qCiouLRo0cvX750cXEZNmxYg/vk5OTs2LGjqqpq2LBhERERzSk2Nzf38ePH796969+/v6+vr+r2HTt2VFZWhoeHDx8+XCgUjhgxYt68ecpiPTw8UlNTQ0JCysrKWCwWnU5v/Xv8GEyEEARB0AcbNmy4d+9ebW2tu7t7g4mwurraz89v4sSJAQEBM2fO5PP5EydObLLYGTNmAABevnxJo9GUiZDH4/n5+Y0bNy4gIODbb7/l8/l//vmnRCLJzc3dsGEDHsD06dPDw8MZDMbZs2eXLFnStm9WCSZCCIIgHZeRkVFUVIQ/5vF4jYy7/+WXXwAAK1euzMrKanCHQ4cOeXh4bNq0CQBApVI3bNiAJ8JXr15t2LBh165dFAoFACAQCKKiorZv325kZAQAuH79OgAgLCxMtagjR464urpu3rwZAMBgMH766ae4uDiBQIC/am5uDgCwt7e/evXqrVu3fvzxx969e7eyHj5FdxLhy6dZPr28JTKxHpWFov+598misRGA/PuUzkER5J/HLAT5sLPyQCZVj4ySAQB6NBaKoAAANp0DACChJPwlJlUPJaEcNgdFSHp0FoogLBobRVA9OptOoVPJVOW5EBSQaKQGA0ZQQKI38BKZjgIE+dRuCPLvU4QESLQPwaNkFKUgAAAERUh0VHULSkVRMgIAINFICApINBQhISQqipD+PQsEQTrsjz/+ePDgAf5YKpXW1dW1uKikpKSQkBD8cUhIyMSJE2tqalgslpOTU21t7bhx4/744w+JRBIREeHj42NoaNj8osaNG+fu7s7hcOrtZm1tPXny5BYH3By6kwjdu7mVV75ns9l8Pl8ul6u+VF1drdrptrKiUiHFPn6Jx+cpFAoAgIDPlyvkqq9WVVcDAKRSaUVNoUwuqxEIpBKZ4B1fLpfzBQK5XC4Q8BWYgsfn19YKZTIZh8PVYzKZDCaLxWYxWUwGg8nU47A5bBZbn6vP5ejrc/W5LH0Ok6PP0edyuPocfTr9w01gWZ0CqESLKYC8Tv6fp+IPTzEZJqtV4I8VMhn+pjAFJq9TAAAUMgW+RS5RYDIMACAXyzEFkIsVmByTSxSYHCPRUARFPqRGGqrAFDRWOUJCSDQSSkVQMkqmowgJIdFRlIKiZITMIKFUFKWgZAZKoqIoBSXRUbyQNvozQhDxnjx5wuPxiI7i81hZWbm7u3/q1dWrVysfl5eXN7Jnk0pKSoKDg/HHxsbGCIIUFxe7uLiQSKRDhw6NHTt23LhxJSUlvr6+W7ZsQZDGvhlKSkr8/f3xx0ZGRiiKFhcXf5wINUB3EqHSx/VYr7uto6OjWgOQy+V8Pr+mpqa2trampobP54tEIqFQWF1dLRAIqqqqcsuyn2dVVVdXV1VVVVV9eIDHaWpqamlpaWpqam5ubm5urnxqZmaGtzC0cahiBZ44MQUmFyuENUIqQsNkmFyiUEgwhUwhEykwOSarVcglMkyOyURyhUShkCpkIoVcolBIFHKxQlYnR0kISkHJTBKJhpKZJDKD9J9/VZ5SuWQSFfZVhrRa3759/f396zUsaTM+n4+iqPKaT61oNJpEIsEfS6VSDMOUHVgoFMqePXscHR1NTEw2bdrUeBasV5RMJlMoFGrqC9MkHUyEhCORSAYGBp872EUkElVXV5eVlRUVFZWVlZWUlOTm5j558gR/WlpaKhAIzM3NHRwcHBwcHB0dHf5haWnZ8lBpKACAzPjQ1qoQSNlsVgvKUcgwhUQhE8nldQqZSC6rlSv/ra2WykQfnkpr5VK+DABA5ZIpLDKVQ6FyyBQ2mcolU1lkKpdC5ZApLPiZhAimUCiuXLlCpVKb3lU7PH78WH2zrtRjZWVVUFCAP87LyyOTyfjNPACAQCAYNmzY1KlT8/Pzx48ff/z4cfx+YTOLIpFIyqI0DH7paAsGg8FgMCwsLLy9vRvcQSKRFBYWZv/jypUr+IPq6mplUuzUqZOXl5eXl5e+vr4mg0fJCEomkZkN3w2tRy5RSHgyaY1MwpdK+DKpQMZ/UyupkUl4UjFPiskwuhGVbkSlG1PpRlS6IZVhTKUZUOAdTQgiilQqvXDhwqBBg1gs1ogRI6Kjo1euXMlkMo8dOxYeHo5nO6FQGBER0bNnzy1btsjl8q+++gq/X9hILhwxYsScOXNWr16tp6d37NixoUOH0mg0Db6tf8FE2G5QqVQ829XbLhKJ3r17hyfF9PT048ePp6amGhoaent740nR29vb2dlZe9p5SFSUYUJlmDT8c1tWJ68rl9RVSOsqJMLCuooX/LoKiYQnpXIodCMqw4zGsqLrWdH1LOgwNUJQmzt9+vT69euLiorEYrGvr++4ceMWL14sEAi+/PLLrKwsV1fXIUOG7Nmzp0ePHg4ODsnJyXh3UABAZWXlgAEDli9fDgAgkUgHDx5csWJFbW0tl8sFAKxcufLixYuvX7/OyMg4cuTI2rVrQ0NDw8LCvL29e/To4eTk9OTJE2VRmoeoaeq2NlRSUtK1a9fi4uIm9xQIBGw2WwMhaTkMw969e5eSkvLixQv839LS0i5dunh7e/fp06dfv35WVlYNHqi1FYjJMXG1tK5CIiyuExbWCQvrROUShglVz4rOsmLoWdH1rOjkhrrgapjWVmB7oSUVSKPRBAJBu2saffToUXMqEO8s8/79+wZf5fP55eXlyqdcLtfIyEihULx588bBwQG/vMMwLDk5uaKiws/Pr5l9W96/f68cFwEAMDU1ZbFYLStKHeAVoQ5CEMTJycnJyWnkyJH4Fj6fn5qa+uzZs/Pnzy9atEhfXz8kJCQkJCQ4OJioRvnPgpAQvL1U3/XDLUyFDKstrqsprBMWisqf84TFdRQWmWVF5zjp6buwmObENLBAUHvH4XA+TkgoiuITnuEQBFGdHaY5TExMTExMPt7egqLUASbCDoHD4QQEBAQEBMyZMwcA8O7du5s3b/75559z5szhcrkDBgwYMGBASEgIUQ30LYCSEZYNg2XDAMAAAAAwIHovrikQ8d4Ii+5UKKQKrgtL30VP34VFM2jsdj0EQRBMhB2Ro6NjVFRUVFSUQqF4/vz57du3Dx48OGPGDHt7+wkTJowfP97GxoboGD8TAhimNIYpzaSbPgBAwpfxs4XVr4R5V8sQEqLvyuI4MPVdWVQO/MBDEFQf/F7o0FAU7datW7du3RYtWiSTya5fv37u3LmuXbt26dJlwoQJo0ePVseKJxpA5ZCNvbnG3lyAAWFJHe+1sPw5792fxXQTqklXrklXLpULLxMhrSOTyfLy8lQHX5WUlDCZTAJvnnUQ2tKTECIcmUwODAyMjY0tKipatGjRvXv37O3tBw4ceOjQIaFQSHR0LYUAPQu6ZV8jj+l2vX7qZB9uXlsqfrrxTeqO7NJHVTKRvOkSIEhTCgsLnZycQkNDlX0Yp02bdujQIWKj6ghgIoTqo1KpERERhw4dKikpiYqKOnXqlKWl5ZgxYy5cuCCVSomOruUQFNF30XMZa9VzZSerIGPeW+HfP73KiMst+7taLlEQHR0EfVBZWXnu3LkGX1IoFPi67VDbgokQ+iQGgzF69OgLFy5kZmb6+/uvXr3a3d09Li5OOStSO4WSEcPObNcJ1r4/uBr7cMuf856syXp1rKAyXYAptH00EaTzVq9e/b///e/jBSLWrVtnbW0dGhrq5OR0584dQmLTVfAeIdQ0CwuLBQsWLFiwICkpad26dWvWrFm4cGFUVJSaVovWGDKdZOqrb+qrL+HL3j+rzrtW9u5csXWIsWlPA3y9DggCANwpwUpFavmFREbAQCuU9d8b1qNHj/79998PHz48depU5cZz586dOHHi5cuXXC73/v37EyZMeP36dTsa6ajlYCKEPoO/v/+FCxdSUlLWrl27bt266OjouXPnMplMouNqLSqHbBVkbBVkXFMgKrpTkXetzNzf0DLQqJmTxkG67WyOolBtd8nd9DEP/f/86kIQZPXq1ZGRkePGjVNuPHPmTJcuXZRzr4hEolevXnXp0kVdYXUwMBFCn83b2/vkyZOpqakbN250dHScNWtWdHQ0PpFSe8eyZrhOsK4rlxTdrUhe98qkm75ViDFNH3Yx7dC29Nb076HQ0FA3N7ddu3Ypt+CzvSQnJ+NPp02bpqenp+GodBhMhFALeXp6Hjp0KCMjY/369W5ubrNmzZo/f347HW5RD92Y6jjCwnqASUlS5fPNbw06saz7mzDN2s1sA5AOWL9+/dChQ5XzuXh4ePD5/PXr1xMbla6CnWWgVvHw8Dh06NCdO3dycnJcXV23b9+u/bPXNhOVTbYNNfX9zpVlzUjblZMRl8vPriU6KKij6NGjR0BAQFJSEv508eLFly9f/v77769du3by5MkpU6YQG56OgYkQagOurq4HDhy4d+/e8ePHQ0JC3r59S3REbYZERy37Gvl+52LgwX51tODVsQI4+hBSEy6Xu2zZMuVCMRs2bFi6dGn37t0BABYWFikpKUwm8/Dhw/fu3QsPDyc0Ul0DV5+A/tX6CsQwbM+ePd9///3ixYuXLFmiPWs/tQmFVJF37X1ZcrXLGEsD9wYqCn4CW0lLKrAjrz7RMenU9xREOARBoqKiHj16dPXq1cDAwKysLKIjaksoBbUPN3Mdb/XmVNGbU0VwGD4E6QaYCKG25+joeOvWrSlTpgQGBm7YsEEu16m2RH1XVtelzgCAlC1va/JFRIcDQVBrwUQIqQV+afjw4cNr16717dtXxy4NyXSS82hL2zDT9LjcnIulmFzb7y9A7U56enphYSHRUXQUMBFCauTo6BgfH6+rl4bG3txui51rS+pebHsnKhMTHQ6kO0pLS7t27SChSUAAACAASURBVDp+/HiiA+koYCKE1Au/NExKSrp06VK/fv107BY9hU32iLQz62XwYtu7glvvAbwyhNrCwYMHhw0blpaWlpmZWe+l8vLygoICQqLSYTARQprg7OyckJDQt2/fgIAAXRpcAQAACDD3M/Sa51iRys8+VqaQwh40UGsdOHAgKipq9OjRhw8fxreIxWIEQRYsWBAQELBkyRJiw9M9cGYZSENQFF2zZo2jo2NAQMDZs2f9/PyIjqgtMUxoXnMd0w/mZB0p6DTFBkHhnN26Q/z6uUIoUFPhNLeuKIOluiUpKYnH4/Xv35/FYo0ZM2b16tUk0oc53jgcjo7dbtcSMBFCGjV16lRjY+Phw4fv379/6NChRIfTlhAUsR1hlH+y8u2ZYufRlkSHA7WZupd/yyrVsgoggpIolg71EuH+/fsnTZpEIpH8/f1ZLNaNGzfCwsLwl6KiotQRBgQTIaRpERERFy9e/OKLL1atWjVjxgyiw2lLCAnpNMU2NSY773qZ7SBTosOB2gZ32HSNnUsoFJ48edLBweHp06cAAIFAsG/fPmUi1I25fLUQTIQQAXr27Hn37t3BgwcXFhauXLmS6HDaEomGdo6ye7Etm8IkW/QxJDocqJ05c+aMra3tpk2b8Kd8Pn/ixIkVFRUsFqvxA6HWgIkQIga+yvbQoUPz8/N3795NJuvOR5HCIneOsnux7R2VQzby4hAdDtSe7Nu3b8qUKQMGDFBu6dGjx7Fjx2CjqFrBXqMQYczNzRMTE4uKikaNGlVbq1MLO9CNqB6Rdm9OF8EFK6Dmk0qlQ4YM+eqrr1Q3/vzzzxYWFmQyef369e1o+tP2BSZCiEgsFuvChQvGxsa6N8SQZcNw+8om82BebSkcaw81C4VCWbp0qZmZmerGPn36jBo1ikQiLVu2jEKBa0SrBUyEEMHIZPKePXvCwsL8/f3fvHlDdDhtSd9Fz2GYRfruHHG1lOhYIAj6JJgIIeIhCLJy5co5c+aEhYXp2HWhSTeuRR+j9NgcuIohBGktmAghbTF//vzx48ePGDGirq6O6FjaknU/YwM31st9eQoZnIENaoxEIklOTlZOyVtbW5ucnFxdXU1sVB0BTISQFlm9erWDg8PkyZO1f73oz+IwzIJmQMk8mIcpdOp9QW2ruLjY19cX7zjG4/EGDRq0adMmPT09ouPSfTARQloEQZA9e/bo3uBCgACXsVYKiSL7fAnRoUDtQGVl5aBBgzp37nz06FEKhSIWi4VCoVwuT01NhReI6gATIaRd6HT6+fPnjx8/fujQIaJjaUsICek01bY6q6bkYRXRsUBarbi4OCgoqHfv3rt27UJRFACwa9euiIiIHj16zJo1KyEhgegAdZDujGKGdIaRkdH58+eDgoJsbGxCQkKIDqfNkOkkjxl2L7a+YxhTuc6wvavduFfwqKpOXddhQbb+HCpbdUtISMi0adPWrFmjuvHvv/9OTU21s7NTUxgdHEyEkDbq1KnTyZMnx48fn5CQ4OrqSnQ4bYZuSHWdYJ15ON97niPdCA6Obh/eVL0rr61UU+HdzLzqJcLOnTvHx8cvWbKEw/l3WqLg4GCYBdUHJkJISwUFBa1du3bIkCEPHjwwMTEhOpw2o+/KshlgkhGX6z3fiUSH9ybaga89NbpS/PHjx6dPnx4WFnb16lVlLtTX19dkDB0N/H8Iaa+pU6eOGjXqyy+/FIt1anIWy0AjjqPeq2MFcEV76GNUKvXEiROmpqaDBw8WCNS1DiKkCiZCSKutW7fO2tr666+/1rEBFU4jLWR18twralnlDmrvqFTqyZMnTUxMwsLCYC7UAJgIIa2GIMjevXtzcnLWrl1LdCxtCSEh7lNs3z/nvX8Ke8NDHxgZGe3evZtOp4N/cmFkZGRWVlb//v2nTp1KdHS6DN4jhLQdg8E4e/asn5+fg4PDxIkTiQ6nzZD1SB6Rdqk7sunGNLYtg+hwIOKxWCzV5ZaoVOq0adMIjKfjgFeEUDtgbm5+4cKFhQsXPn78mOhY2hLTjOY6zirzQJ6EB2flhiDCwEQItQ9dunTZuXPnlClTRCIR0bG0JQN3trm/YcbePIVEQXQsENRBwUQItRsjR47s2rXrjz/+SHQgbcymvwnDlPbqeCHsRNrBSSSSmzdvSiQS/GlpaenNmzcVig+/kAoLC588eUJcdLoMJkKoPdm2bduxY8fu3r1LdCBtCgEu46zEVZKC2zq1BBX0uchk8rhx45KSkvCnu3fvHjRoUEpKCv508+bNMTExxEWny2AihNoTIyOjXbt2TZ8+XccaSFEy4j7VtvheZUUqn+hYIMKgKNq3b9/ExET8aUJCQnh4uOrT4OBgwoLTaTARQu1MRESEr6/v8uXLiQ6kjVG5FPdptm9OFQlya4mOBSJMcHAwnvnEYnFaWtrcuXPxpzweLyUlBSZCNYHDJ6D2JyYmxsvL64svvggMDCQ6lrbEsma4jrd6uS/Pc44Dw4RGdDjQB++fVour1dKtF0EQ0x76FNa/38PBwcHLli2rq6t7/Pixr69vnz59Jk+erFAo7ty5Y2tra29vr44wIJgIofZHX18/Jibm66+/fvHihY4tW2rgzrYbYpYem+s9z5HChv89tYJEIJPVqqtPr1yioKg89fT0ZLFYjx8/TkxMDAoKYjAYTk5OqampiYmJ8HJQfeD/NKhdioiIOHHixA8//LB582aiY2ljZr0M6iol6XtzPWc7kKjw5gXxrIKMNXYuBEH69u2bkJBw586dn376CQAQFBSUkJCQmJg4Z84cjYXR0cD/ZlB7tX379tOnT9+5c4foQNqeXZiZnhk961A+poAjKjqcoKCgmzdvpqSkdOvWDQAQGBh44cKFZ8+ewStC9YGJEGqv9PX1d+zYMXXq1JqaGqJjaWsIcB5jqZBjb88UEx0KpGkhISF379718fGhUqkAgICAgMTERFtbW7geofrARAi1Y+Hh4f7+/j/88APRgbQ9hIS4f20ryKstuFVOdCyQRnXp0iU2Nnb16tX4Uzabffjw4Z07dxIblW6D9wih9m3btm3e3t4jRozo27cv0bG0MRIN7TzDPuX3t1QO2dQXrsvaUSAIMmPGDNUt48aNIyqYDgJeEULtG96DVDcbSAGgcsido+yzz5dUv9bBdwdBWgImQqjdCw8PDwgI0L0h9jimGa3TFJuswwXCojqiY4Eg3QQTIaQLtm3bdvbsWeVkVDqG66TnOMIiIy5XTcO6IW3z4sWL2NjYuLi4hw8fEh1LhwATIaQLuFzu9u3bdW8OUiWTrlyLAEOYC3WeVCqdOHHiwIEDHzx48Pz58zlz5kRERBAdlEbJZLKcnByhUKjcIhQK7927V1hYqL6TwkQI6YiIiAgvL6+tW7cSHYi6WPc3MenGfb7lbXkKnJhbZ61ZsyY5OTktLW3//v3bt2//+++/O9Q4+vj4+M6dO/v5+V27dg3fkpub27t370uXLk2aNOnw4cNqOi/sNQrpjnXr1gUEBEyfPt3IyIjoWNTCup+Jvgsr62hB+XOe8xhLMoNEdERQW8IwbPfu3Zs2bTIxMVFuDA0NJTAkDevXr19WVta0adOUW3bu3BkZGblgwQKBQODp6Tl+/Hgyue3TFkyEkO5wdXUdNWrUunXrNm3aRHQs6sKyYXRd5JRzsfT5r29dJ1pzHJhER6T7ctNP1NWqa6lIO4/RdD0z/HF5eXlZWZm3t7eazqX9EASpt0UkEnE4HAAAk8l8//59YWGhOiYWgIkQ0imrVq3y8PCYPXu2o6Mj0bGoC0pBHUdYGLizsw7nm3TTtxtsipDqf31AbUgq4UvFPDUVjink/z7GMAAAisI7Vv8aPXr0rFmzDAwM4uPjSSQSn6+W+wK6kwgrRVWxLw618qq5Vlorx9Q1zXwzCaW1ipbGIJTW4v+XGieRS8RyycfbFQoF/p8QA1iNRPjxDvX3xxRC6ectnkdBKXTyfxYYYlKYJOTD/3wySmKQGRQSmUai0UhUKolKJ9MoKIVBYZAREpPCYFIYbCqbS2NzaGwujcOlcfQo/7kkMjU1nT179qpVqw4ePPhZgbU7Bp1YPgudXv9R+GL7O7eJNnRjKtER6SznrjOa3qktGBsbGxkZpaWldenSRTNnbIRAIGCz2Y3vwGQySaQ2aJ9vpKg+ffocPXo0ISFh/PjxFy9etLW1bf3pPqY7iZBJYboZOJOprXpHql/KRNGjMNGWxqBHYX7ctvAxKolKIzXwvSkUCvFVjRCAsKhNL2+EImi9PNQkqVxaJxf/56QqiV+mkIlkdVK5TCwXi+ViiVxaJxNLFVKRVCTD5EJpbWVdNV/8ii8W8CR8Xh2fLxFI5JJ/UiNHn8axZlv6jOm5a8CupCcP/Hv4fVZs7Q6FRfaItCt5WJmy7Z1dmKm5nyHREUGtgqLotGnT1q1bN2TIELw9EADw4MEDPz+NfpJXrly5bds2FoulUCi2bNkyatSoejtkZ2ePHj06NzdXoVBs3rx5ypQpTZb58uXLH3/8MTk5GQDw7t075fbc3NxRo0ZlZ2djGLZp06apU6fWO1AqlXp6enp7e//xxx/du3fncrmtfn8N0J1ESCfTBtj0bfwnDNQ4ASZgs9RbgRQShUJSXX8NsKms1hQoVcj4YgFfzOdLaqrqqgsExS95r11Gdvki6svAH0PtONa2HGt7ro0tx9qOa2PEMGhd+NoHAeZ+hhxHvawj+dVZNc5jrMhM2IOmHVu1alV6erqXl9eIESP09PQePHgAAIiPj9dYAPfv39+yZcuLFy/s7OwuXrw4evTo8PBwOp2uus+8efOCgoJ+/fXXp0+fBgUFDRw40NLSEgCQn59vZWWlbNoViUQCgcDU1BR/OmjQoNDQ0KVLl6oWNX/+/ICAgCdPnjx//jwwMNDV1XX+/PlCoTA5OfnAgQPnz5/Py8sbNWoUiqJOTk6xsbFqete6kwihjomCko0YBvUy3NIeczw8PMZTI+w9HHP5+e+qc2/n3c/l5SkwrKuZp6+FT3dzb0uWOVExtzmmGc17vlPOxZJnv77pNNmGbQd70LRXDAbj0qVLd+/effDgAYIgS5cuHThwYOuLXbFiRVJSEv5YKpU2Mh/h+/fvLSws8A4pfn5+YrGYz+erJsL3799fuXJl9+7dAIBu3boFBgYeP3580aJFAIDvvvuOQqHExcWhKCoSiYYPH+7n57dq1SoAgLu7u7u7O57XlSoqKi5evJidnQ0A8PHxCQ4Ovn///t9//626j5OT07Nnz1pfA42DiRDSQRQKZc2aNRtWrnv8+LGvhY9ye1VddUpZ+t/Fzw+nnZQpZJ4mHr4WPn6WvsbMdj/cAiUjjl9Y6LuyMvbmWQUbWYeYANiBpt0KDAwMDAxswwLHjh2rLJDH46WkpHxqz7CwsC1btkRHR/fq1evYsWMLFixQXtLhcnJyWCwWfgkIAOjUqdPbt2/xx3FxcSNHjoyMjNyxY8fo0aOtrKxWrFjRSFS5ubkMBsPGxubjojQMJkJIN40dO/b3338/derUmDFjlBsN6PrBtgHBtgEAgGxe3tOSlKSCJzuf7rdkmXc39+5u4e1t2qXBu6fthaEH22ehU+ahfH52resEazjQEMJ5eHh4eHjgj8vLyxvpVEgikbp165aYmFhaWpqdnT1kyJB6O/B4PCbz3yYHFotVXPxh1UwajXb69OmIiAgHB4ewsLC9e/c23gP246Jyc3M/9621CZgIId2EIMj69eunTp36xRdf4Auc1uPAtXXg2n7pFiHH5C/LXyeXPD+cdmpN9a/BdgGDHft7GLtpPuY2QdOneM1xyL1c9mwTbCaFPtu+ffsSExOfPHlCIpHKysocHR379Omj2ovVxMSEx/t3MEl1dXW9S0Y8+TWnN2mTRWkMHLAC6aygoCBXV9c9e/Y0vhsJIXUx6TTFc9y2gev2h2+z49hsehTz1YVv9r84Xios00yobQtBEftwM8cRFi/35RXdqSA6HKg9ycnJcXd3x9OYqampiYlJvas0BwcHDMMyMzPxp8nJyco0KRaLR48ebW1tnZ2dXVpaOn36dIWisZFg9vb2JBIpPT3946I0DCZCSJf98ssva9asaf4gXGOG4ahOEfuGbl0esEggqYm6smhh/A/X3t2qk4mbPljLGHXheC9wev+s+uX+PJlI3vQBEARASEjIxYsXb9y48f79+x07dlRWVvr6+gIAtm7dumbNGgAAh8OZMGHC0qVLc3Jy9u3bl5mZOXbsWPzYGTNmmJqaxsXFMRiMU6dOFRQU4D1lAAAikejmzZtPnjyRSqU3b97Ee82wWKxJkyYtW7YsJyfnwIEDaWlp48ePJ+Rdw6ZRSJd5eXkNGjRo8+bNK1eu/KwD3Qyd3QydZ3adkpiXdPVdfMzTff3sAgc79XczdFZPpGpBM6B4fuuYc6Ek5be3nSbb6lnRmz4G6tgGDRq0ffv2n376qbS01NnZ+cqVK2ZmZgAACoVCo32YCmPLli1LliwJDQ21tra+dOmScsjj2rVrlcMnGAzGX3/9JRAI8Jeqq6s3bNgAAOjdu/eGDRtsbGzwwZG//vrrkiVLwsLCLC0tL126pKZhgk1CmjMRCbFKSkq6du2qvB/biCanQoAap5MVmJub271797S0NHPzlo+XKBW+v/ru1uW3NzoZuSzoMcuA3vB/V62twIpU/pvTRTb9TSz7anX/WC2pQBqNJhAIGry1rJ0eP348d+7cR48eNacCy8vL3d3d379X1+yp7RHBV4RnzpzZv38/AGDatGkjR44kNhhIJ9nZ2U2ZMmXNmjUxMTEtLsRMz2SK59iJnUedzDw39dKcSO9JEc7taU0AI08O05yWeTBfWiOzG2JGdDjtwPfff98mk4dpRnOuE6BGEHlFmJOT069fvwcPHmAY5u/vn5CQ0OA8cvCKUGN0tQKrqqrc3NwSExPd3d1bX9qbquwND7ca0g0W95ptwjRWfUnLK1BWK3++5a19uLmxN4foWBqmJRUYGxtbVVVFdBSfx83N7YsvvoBXhC1D5BWhRCIxNDQ0MzPDMMzAwEAqhUtvQ2phYGAQHR39448/njp1qvWlORs47AzddDLz3Iwr0ZHek8KdByHtZOw6mUly/9o2bXcO05zGNKM1fUBHFRUVRXQIkEYR2WvU1dU1PDzcx8fHx8dn+PDhTk5OBAYD6bYFCxY8evSo3gxPLUZGSRM8vtzS/6eLb64vvbWqVNhuflzrWdEdhpm/3J8nryN4lRUI0h5EJsKXL1+eP3/+1KlTp06dOnv2rHJgCgS1OQaDsWLFih9++KENy3TQt9sR+ktXc8+oKwtPZ15QaH2/M5yprz7XkfnqeAFoH/FCkNqpJRHKZLLU1NTDhw/Xa4nCMOzUqVPLli3buXOnWCx+8uSJn5+fi4uLq6trr1696s21CkFt6+uvv87Ozn706FEblklCSBM8vtwR+sud/KT5N78rEpa0YeHq4zjSUsyTFt4pJzoQCNIKakmEe/fuHTp06ObNm5WjKXErVqxYsWKFlZXVn3/+OWLEiD59+ly6dOnYsWNHjx69evVqnz591BEMBOFIJNK8efM2b97c5iVbsS1+G7A2wLrnkrurEvLut3n5bQ4lI+5f2xbeLue9bXr5ZQjSeWrpNSqXy0kk0pkzZ1asWJGWloZvFAgE1tbWd+/e9fLyEolElpaW8fHxHA7nwoULCIJERER86h5hSUmJp6fn1atXlVvs7OyMjY0/3lNLupy1XzpfgUKh0NHRMSkpSU03pFMKUtcnb+tu7j2/x0wKqu2zVVS/rnl1tMAn2onKpTS9t0bo/CdQ3WCv0ZZRyxVhg+Nvnj59ymQyvby8AAAMBiMwMDAhIcHZ2Tk6OnrBggWNfDFJJBI+nz9TxR9//KGOsCGdp6enN2PGjN9++01N5Tty7eOG/FYt5kffXF4uqlTTWdqKvgvLoo/RywP5mBzeLYQ6NM39aC0pKTExMVE+NTU1LSoqas6BVCrV0NAQ3kGE2sS8efPc3d1XrFjRYKNC6+lRmGv6/t/xjD9nXIle7r+wu7m3Os7SVmz6mwgLRNnnSxxHWBAdCwQRRnO9Rslkslz+78y/MpmsHc1gBOkMU1PTL7/8cseOHeo7BQKQCR5frghY/HPSlmMZZzBt7p2JAJfx1tWvasqeVBMdCgQRRnOJ0NLSsqSkRLkqR1FRkXKNYwjSpMWLF+/YsUMkEqn1LD5mnrvCNt3Nf/h94toaifb2SSHR0E6TbbLPF9cUqLdCIEhraS4R+vr60mi0W7duAQBKS0vv37//8drHEKQBrq6ufn5+Bw8eVPeJTJjGWwf8bK5nNuva4nfVxCy93RxMC7rjSMvMA/kyIVytCeqI1JII09LSBg4cuHr16pycnIEDBy5ZsgQAQKFQ1q5dO3HixJkzZwYGBk6fPt3R0VEdZ4egJv3vf//buHGjalu9mlBIlHm+MyZ3Gbswfnl87l11n67FTLpyDTuzX/0BR9lDHZFahk/U1NRkZWUpn7LZbFdXV/zxy5cv//77bycnJ39//2aWBifd1pgOVYEBAQELFy788ssv27DMRirwTVX2j3fX97b0/abbVO0cWYHJsRcx2abd9C36GBIVQ4f6BKoDHD7RMnA9QuhfHaoCz5079/PPPz9+/LgNy2y8AmskwvUPt76vLV8VuMxcz7QNz9tWRO/FL7a+817gRDcipiNbh/oEqgNMhC1D5FyjEESg4cOH19TU3L2rueZKFlXvp77/C3ceNPPKIu2cgIZhQrPqZ/LmZCFsIIU6FJgIoQ4KQZDo6OiNGzdq+LwRzqG/9Fux+9nBTY9ipAqZhs/eJOtgY4UMK3nUzlbjg6DWgIkQ6rgmT56cnJycnp6u4fO6GTrHDflNIKn59vrSohotm6cbAS5jrXIvl4qr4PqgUEcBEyHUcdFotNmzZ6tjGu4m6VGYqwKXRTiHfnN1ibY1kzJMaZZ9jV6fgA2kUEcBEyHUoc2ePfuvv/5q5mx/bS7COfSXkBW7nx3c+vcerWomte5nLBPJS/+GDaRQhwATIdShGRgYTJo0adu2bUQF4GbkHDfktwpR5bfXlxbXlBIVRj0IiriMtcq5UCquhg2kkO6DiRDq6BYtWrRnzx4ej0dUAHoU5srApf3t+n5zbcn17AQtmZtUz5JuEWD49jQx18oQpEkwEUIdnY2NTWho6N69ewmMAQHIWPcv1gf/cDrz/Pwb372tziEwGCWbgSYSvuz9UzgfN6Tj/p3h4tq1a7/88kszDzt48KC1tbV6QoIgTVu2bNnQoUPnzJlD7IoonYxcdoX9eiP79pJbK/ytekb5TObQiBxdjjeQpsfm6LuwKGxtnA0HgtrEv1eERUVFT58+RZvh1q1btbW1BAYNQW3Ly8urU6dOJ06cIDoQgCJIqGO/g+ExVBJ18sXZpzMvKAid+0nPim7a0+D1yUICY4AgdfvPrzxPT88bN240eUyDC9BDULu2ZMmSxYsXT5o0CUEQomMBbCprnu+MMMd+vz3ZfT3ndnSPWe5GrkQFYxtq+nzzm/IUvrE3h6gYIEit/r0idHZ2DgsLa84xX331FYcD/0tAOmXgwIEoil6/fp3oQP7laugUE7rhS9fw7xLXrk3awhPzCQkDJSMuY63f/lkkrdGiAR4Q1Ib+TYSBgYHfffddc445cOCAubm52kKCIAIgCLJgwYKtW7cSHch/IAAJdex3KDyGSWF8fWnuxTfXZQoClgxk2zFMffXfnWt64nsIao9gr1EI+mDs2LFPnjzJzs4mOpD62FRWdI9Zv4SsuJV7d+y5yAOpxytEmh7qbjfYTFhYV/GCmKtSCFKr/yTChISEgQMH7ty58/Tp01ZWVv369Ssp0bKJECFIbRgMxqRJk+Li4ogOpGEuBo6b+6/5bcBasUzy9aU5/0tYk1ySorFBhygZcR5jBRtIIZ30n/UI7e3tJ06ceOPGDaFQuGLFinPnzpmZmW3ZsoXA+ABcj1CDYAVmZWX17ds3Ly+PRqO14HCNVWCtVBSfe+dM1kW5Qj7cZXC480A6ma6B8+ZeLq0pEHWeYQ/U06MIfgJbCa5H2DL/XhFWV1ez2ey1a9fOnz+/d+/eY8aM+emnn549e0ZgcBCkYW5ubp07d/7rr7+IDqQJTAojwjl0/9Ct832jnpW+GH0uMubpvkKBeu/hKTDMbKC+XKwoTCxX64kgSMP+HT5Bp3/4RdmpUyeZTAYAoNFoCoWCmLggiCCzZs3atWvXmDFjiA6kaQhAfC18fC18SoVlf72++u31pXYcGw9jNzcjZzdDZwuWWfOLkmPy4prSPH5BVR1PIKkRiAUCiZAvEQgkNQJxDf6gRiJkUhgDPEJ6xwdyHJhsO6b63hoEadJ/EqGPj49UKu3evXv37t0BAE+ePOnSpQtxsUEQAUaMGBEdHZ2ent65c2eiY2kuMz3TKJ/JX3uOe16allX55mbOnZjkvXUysauRk5uhs5uhs5uRs7meqXL/Opk4j1+Qzy/M4eXn8Qty+QVFgmIjhqEd19qArs+msjhUtqmeCYvK4lBZbCqLQ2OzqHocKpsvEVx5G3/F7hI/NhD5qq6fSwCVRORcPBDUJv5zj1A7wXuEGgMrELd8+XKhUNiCu+NaVYFVdbxXlW+yKt9kVbzJqnwrlovdDJ0RBMnjFVTVVdtwrG05VnZcazuOjS3X2pZtRSFRmlmyAsMeHnxRUF5y1P7IYKf+w10Gf9bVZyO0qgLbI3iPsGUaToRlZWUcDkfZWEosmAg1BlYgLi8vr1u3bnl5eUzm57X+aXMFVtVVv658pwAKW461uZ4Z2roJdBQyLOW3t3q9KLdYt6+8jfcwdh3hOtTXomsri9XmCmwXYCJsmYbHEa5fvz4tLU3DoUCQlrC1te3du/fJkyeJDqQtGdD1e1p2623pa8kyb2W6AgCgZMRtkk3VDdEUq/EnR+zta+MXl3Jk0oVZl9/e1JJlpCCo+eCAWLoXegAAIABJREFUeghqAN5lhugotBrTnGY32DTzYD4Fowx2GhA7ePNy/4XnXl9ednu15sf7Q1BrwEQIQQ0YMmRIaWlpcnIy0YFoNXM/Q6Y5Lefih2k3PIzddoZu9DHrMu3SvOvZt4mNDYKaT3fWGMOkEmn6AxGdoZbSEYAyWC05jqEHGh17jFCoCKWBfncISkJo9W9QIWQyQtWKG7c6D0XR6dOnx8bG7t69m+hYtJrTKMvnv77lOusZdeEAAEgIaYLHl70su6+9v/l+weNFPWcTu6QiBDWH7iRCRa1Alv6olqSea1wMKEQ1LTlOJASN3jLBpBJMKmlgu0KOiesv+ojJZJikTvkUIZERmkpeRFCUrvfhIZWGkD90AkT+SeEImYJQaQAAlK4HUBQhUxAKDQCAMvQAgiAkskQBallshErHD0foTAQlIQw9hERGqIxP5WxdFRkZ6eHhsXHjRrjWSiPIDJLbZJuMvbksKwbN4MNHzknfflfYpv0vjk+9NHdhz9kB1j2JDRKCGqc7iZDENWKMWdChupxhchkm/jcvAoVc8U/uxCRiTCb98PifFI7JpJhEDABQiGoAhmEyKSbFnwrxp/LamjoEYJI6TFKHyWRYnRBTyDFRLSaXYpI6TCrBZFKUoYfQmSiNidAYKJ2J0JkoHd/CQGgMVI+D6nFQJhvVY5P0OCiTA9D22vxubm4+YMCAI0eOzJ49m+hYtBrblmEZaPTqWEGXb+wR9EP7B5VEndl1SoB1r58fbEnIux/dYxaTop7WGghqtYaHT7x+/drc3FxLkgocPqExTVcghilEQkWdEBOLsLpaBf6vqAZ/gIlFCiFfLhQoavkKIV8h5CtqBShDD9XjonpslMlB9TgkfWMSx5BkYEriGJL0jUlsA6AFC+F+yq1bt+bOnZuent7M/TvuJxADabtzuE56NgNN6r0ilNbufLr/75Ln/+c338e0iQk6Om4FthE4fKJlGr4idHFx0XAcUPuAICiThTI/43Ypng4/5EUhX8Yrl5XmibOeynmVcl65QshH2fokfZMPedHAlGxiRTG1JhmZIyTimyv69esHALh//35AQADRsWg3BLhOsH6++Q3XWY/j8J9723oU5uJe3yYVPl5zb9NAh+BpXhPgZDSQtvnkdw2GYTk5Ofn5+RLJf+5gDRgwQP1RQboDbywFJlYNvorJZQpBlbzqvZxfIa+ukFWWil8/l5UVynnlJK4x2cSKbGpNNrWimFiRTaxI+iaav3ycPn36rl27YCJsEpVDdhlnnXkgr8sse6ZF/S5d/lY9Ow/ttPnxzsjLC5b2nuNp4kFIkBDUoIabRlNSUqZMmZKSkvLxS5qfkg02jWqM9lQgJpfJK0pk7wukZYWy94Wy94WysgJFrYBi5US1d6c5uFPtPUhcIw1EUl1d7ejomJWVZWJSv9HvY9pTgUSpeMF/+2eR52wHhmnD61glFT757cmunhbdvuk2VY9Sv180rMBWgk2jLdPwFeHo0aPlcvmBAwdcXFxatjAbBLUGQiKTTa3JptZ0lYmvMbFIUvBGkp1R+yS+6tR2hEylOXhQ7d2pDu4UKyc1NaXq6+sPGzbs4MGDixcvVkf5OsbIiyMXK9J253h+60A3bKAJ1N+qh7dp570pRydf/Ha+b1RfGz/NBwlB9TRwRVheXm5iYnLjxg0taQWFV4Qa074qUPa+UJLzUpKTKc7JkJUXU60cqQ6d6Z170Rw82rYF9eHDh5MmTXr16hXaVA/Y9lWB6lN8r7LwTrnXHEcq55O/Tl6UpW98FOOob7egxywDOhffCCuwleAVYcs08DFls9l0Op3BgH2dIa1GNrEim1gxewwA+MVibpb4XVr1mRiFoIrhGcDwDqA5ewGU1PoT9e7dm8vlxsfHDxw4sPWldQQWfQwVckXqjmyvbx0o7IZzoZdp57ghvx1LPzP10pxI70nhzoMQNS17D0FNafge4YIFC0pKSo4dO9bkT2ANgFeEGqMbFSirLK1LfVD7/K6sLJ/u0YPpE0hz666cXqBldu/eff369TNnzjS+m25UYFvJvVxamSHw/NaBzGjs58jb6pwND7cySPQlvedwARtWYGvAK8KWaTgRSqXSadOmPX/+fMCAAebm5qovLVu2TFOxfQATocboWAXKq9/XZTwRpT+SvE2lOnkyfQIZXgEIrSVNHTU1NXZ2di9evLCyarj7K07HKrD1si+U8N/VdpllT6I19pNajsn/yDh74uW5sS5fjPUcQW6L6/iOCSbClmk4ER4+fHj69On1Bk7gYK9RHaarFSgXVNWlPhCl3JPkv2Z2D2H1iSCb2XxuIbNnzzY3N//xxx8b2UdXK7DlMPDmdFFdudhjhj1KbqLls0BQtOlBzPu6ikjviSF2fWBLaQvARNgyDSRCqVRqamraq1evbdu2OTs7I0RP/AETocbofAXK+VW1T27U3D1PMjBjB33B8PJv/k3EFy9eDB06NDs7m0z+ZAcQna/AlsBA1tECqVDmEWnXZC4UCAQ5dQWxzw8JJDVfe44LtoXDNz8PTIQt00B7RUVFRXV19apVq1xcXAjPghDUhkgcA3b/MeY/HGAHfVGTdLl41WT+1SOKGl5zjvXy8rK1tb1y5Yq6g9Q1CHCdYEWmk7KO5GOKptuTPE3ctw1cN7f79EOpJ769vjSlrLnz20FQizWQCI2NjY2MjKqq4NKakG5CSGSGT6DJ7HXGM1bJ+ZUlP0dWHFgryc5o8sDIyMj9+/drIEIdg6CI2yRrhRR7/UdhM5ev727uHTfk99Gdhq9/8PvC+B/eVGWrOUaoQ2v4HmFcXNyuXbvOnz9vaWmp+ZjqgU2jGtMxK1Ah5AsfXhPev4hyDDiDJtI9enxqT6FQaGNjk5GRUa8HmVLHrMBmUkgU6XG5ZCbJdbz1p/rOfFyBUoXs6rv4/S+OeZp4zOw6xZLVcM1DuPbeNFpSUnL69OmXL1/OmjXL09MTAIBh2N69e69fv+7i4vL9998zmfVnI2oTDX8cr1+/npub6+zs3LNnz4H/pY4gIIhAqB6H3X+0+fL97P5jqv/cWXlonaKmusE99fT0RowYcfToUQ1HqBtQKtpllj3DmPZ889vaUnEzj6Kg5Ajn0MMRO+241jOvLvrtye5cXr5a44QIVFxcLJFI0tPTc3Nz8S3Hjx8/e/bs1q1b7e3tZ8yYoabzfrJPs4+PT0BAAJfLVdOJIUi7oCjD099s2S6yqU3J+lnCpMugocaSqVOnxsXFaT463YCgiH24mc1Ak9SY7IpUfvMP1KMwp3lNPBS+g0NjLYz/Yf7N72/l3pUqZOoLFSJE165dFy5caG1trdxy69atr7/+2tzcfMaMGRcuXBCJROo4b8P9306ePKmOk0GQlkMoVE7YJIZXQNXxLbVPbxuMXUD+77oZffr0QRDk4cOHvXv3JirI9s7UV59pTss8kC/IFdkPNWv+KAkDOnea18SvPcc/K009nXl+W3JcmEO/YS5hFiwzdcYLEcna2jo9PX306NFv3rypqakpLCx0dnZu87MQP3EMBGkbiqWDafQWhmdA2e8LBfEngUKh+uqUKVNgl5lWYlkzvBc4CvJqM/bmykTyzzoWRdDu5t7rgn/YNnAdAOCba4sXxv+QkHdfjn1eOVC7MG/evHv37vXr1w+/UqTT66/w1SYa7izTIJlMBgBoZBCVmsDOMhoDK7AeWUVx1YnfFbUCw3ELKdZO+MbS0lJ3d/e8vDwWq/4CxbACPwumwHIvl1Wk8tyn2jHNaaBFFSiWS27l3Pnr9dVqMS/COTTMsb8Rw0A98bYDbdVZJj09/dKlSxiGBQQE9OnT5+MdEhMT7969a21tPX78+GauUPT/7N13XBNnHwDw5+6yQ0ISIIQ9BdkO1KoIirhw1oEiiqJ11DpbKb51a7V1tVq1Klq11I2zVesWVxUVHKgVFRBBNgRIIPPu3j9iEREFIQt4vu/76Se53D334/Hgl+fuGdnZ2Q8ePCAIYuDAgdW3X7169erVqzY2NuHh4Zo8N2bMmFGjRg0YMKBqH4IgSktL27dvn5aWpouJP+tbokqlolKpVGqjJmyEoKaFYmZl8eUPnKDPi7YtKPtrJ6lWAQAsLS0DAgKOHj1q6OiaPM0jQ/vewpRfM4oefsIjw+roGK2fS8jWvmuXdovJkeaNPzl91vnvjj87LZbX3uMJqtOOHTuCgoKys7PLy8t37tz5/g7btm2LiIgAAPzxxx/9+/evT5nHjh3z9PT89ttva3R42b59e3h4OEmSe/fu7devX2FhYWxs7PPnz8+ePat5QpeVlbV3795Tp06Fh4cvXrxYR9Nf17dFiON4eHg4MMTjQ9gi1BtYgR+ClxWXHt6kLswRjPsf1crx+PHj69evT0hIqLEbrMCGkb6WP931yryNqVkgi8NtVAUSJHEvP+VM+qWbr+84mtp1tw/o6diNz+BpK1Qj96ErsKSkpLT0zTcDsVjcu3fv4uLiWkt4/fq1m5vbjRs32rRpU+sOarXayclp586dvXr1ksvlzs7OBw8e7NatGwBgzZo1Q4YMadWqlWbPS5cuFRQUjBo1CgCgUCioVOq1a9dGjhyZl5en2QHHcWdn523btvXt21ehULi4uGzevDk/P1/zKY/HCwsLKy0tjY2NlclkPXv2rLVtqh1kNX369Pnqq68OHTqUn59PGo3c3FyRSFSfPcvLy3UdTPMGK/DjKu5cfD1/ZOXDGyqVysrK6vnz5zV2gBXYYEqJ6uGm9AdbXijKVNopUK28kZ34/Y2fQg+N+urst/H//lkiK9VKycbsQ1fg5MmTnf/j4OBAo9E+VMJvv/3WtWvX58+f7969++LFiwRB1NghJSWFwWCoVG/+mSIiIhYtWqR5ffDgQRsbmydPnpAkefXqVUtLyytXrlQ/NiEhwdLSsurtkydPaDSaUqnUvI2MjJw/f/6n/cBa8s4DPxRFt27dunnzZgRBPD09e/To0b1798DAQAsLC13lYQhqOlj+wVQrh+LfljFfPo2IiNi1a9eKFSsMHVQzQTWheH/p+OKv7HtrXzj0FYo6Cxo55zYVo3ax6djFpqMCV956fffyq+s7H+71smjdwaptG6G3K98JRVpQV8Ft27ZVvdY8I/zQnunp6QUFBeHh4UFBQevWrfP09Dxw4ED1HXJyciwsLKo6i1hZWeXk5Gheh4WFKRSKvn37Llq0aP78+UePHu3SpctHosrJyTE3N6964la9KD17JxGePn26oqLi5s2b169fv3HjRmxs7KZNmwAAzs7OISEhISEhPXr0MDc3N0igEGQMqDYuwq9/Kd79/XAz9bCN+5YtW4ZhcM0g7UBQRBTMs+1imXb4dcHdUtcR1iwrLXQRpGO0IPsuQfZd5Gr5rZyke/kpp16cK5aJfSw821p6+1l6t+I7t6ik+HEEQeTk5Ny6dUsgEIjFYnt7+9u3b3fs2LFqBwzDcPxtB10cx6v/CowdO/bhw4dffPHFH3/88fEsWGdR+lSzCyibzdbkPACARCK5cePGlStXrly5snPnztjYWARBiHe7kkNQS4OamJpPXUmJ3ySi4KcPHxw4crShI2pWmBY076lOBUmlj7a+NG9j6tDfEqNpJ0sxKIzu9l01K1qUKsqeFKWmFPy7LvHXLMlrDzM3f6s2PhYerc3cqKi+O8YbFRsbG0dHR4FAAADg8/nOzs5paWnVE6GVlVVxcbGm+yQAIDc3t3Xr1lWfXrp0ac+ePd999938+fM7depU9bywVlZWViUlJQqFQtPvNDc319nZWVc/2MfVefP02bNn27dvHzJkiGYlCj3crq0BPiPUG1iBn2RjzIwBHnby5w+qtsAKbKTqFagsV6XuzbrzfWrJvxKdnlQsL03IvLH+zrbxJ6f3OTBi6plvVt/aeDT15P38RxKFVKen1rr6XIGFhYXm5uYf+jQtLY3L5ZaUlJAkKRaLORzOnTt3SJLMysrKzMwkSRLHcScnpz///JMkSYlEYmFhkZiYqDm2+nPBAwcOVD0vrFLjGSGO4y4uLseOHSNJUiqVWlpa/vPPP5/+Q2tB7b1GU1NTNQ3BhIQEzW3cbt26BQYGBgYGtmvXTs+pGvYa1RtYgZ9EKpXa29pcmdDD6fMJJt0GAViBjfZ+BZa9qHgRn8O2ZrgMs6Ka6LytVqGqTC/NTC99+UKckSZ+mVGWyaFxXHiOznwHV56TC9/RhmOFIcZ7M1wr4winT59+7dq1AQMGnDp1ytfXNy4uDgAwZcoUhUKxe/duAMCePXvmzp0bERFx7do1GxubY8eOaQ6cM2dOWFhY586dNW/37NkjFotnzJgBAMjKypowYYJYLE5JSQkMDNR0FgUA7N+/f/bs2WPGjLl+/bpIJDpx4oQWauHTvZMI4+Lizpw5k5CQkJuba21tHfgfT09PAy5MCBOh3sAK/FTjx4/3cXUaQ3lNc/bmDZsmrZTBCmyMWq9AQkVkXyrKvVFiF2Jh3c1MnwvXk4DMlea/EGekl75ME798Ic4orCy2YJlZmVhamVhamYisTCyt2JbWHEse3SimZdbWgPqLFy+mpqZ6enp2795ds+Xx48cEQWhWhAAAPHjw4Pr163Z2dv3796/Pgz1N75OqtyYmJlWTFKakpFy9etXW1nbAgAGGekb4TiJ0dHTMzc0dN27cnDlzPtKtSM9gItQbWIGf6urVq1999dXDu7dL9qwmKiT0sDlckU3dh0Ef8JErsCJH/iL+NYIgdr2F/NY15/TRGxWhzq8oyJXm50rzc6R5udL83Ir8XGm+CldpsqOQZcFnmAqYfAGDz2eYmrPM+HRTKqanqUia+jJMhvJOIpw3b95ff/315MkTNpvdtWvXwMDAoKCgDh061HMGHR2BiVBvYAU2gIeHR1xcXIf27ctO7aq4f91y1k8Yt+VO8dVIdVyBJCi8X5Z9oRChIHYhFmbeXH22Dj+uQlWZK83PqygorCwSy8uKZSUlstJSRWlRZYlYXsag0M2YfB6DZ8bgmdBMOHQTDq36/9kcmokJzYRNbexiezARNkwtzwgLCgoSExNv3Lhx4cKFe/fuYRjm6+ur6UratWtXJpOp5xBhItQbWIENsHLlyqysrC1btgAACv/cRfybaDFzLco0WJOlSavXFUiCkieSrAsFuIKwDbawaGeKoLrKh3K5/OTJk7V2pPgkMrVMqqysUFVIlBVytVymlsvU8uovNK9VuJqO0RgUBhWlUDEqHaPTKTQqSqWhVAaFTsWoVJTCoDAAAAwKA9H8F0HoGA1FEBcn1/b+7RAlIuTXMey7RSXCGzduHD58+MWLF7169Zo5c6ZSqdy9e3efPn0cHByq71bHFGuFhYVXr17V9Jp59OgRlUpVKOq7oqa2wESoN7ACG+D169e+vr5ZWVksFksikeDn96hyX5pP+R6hwIl5P9knXYHlGZXZFwsr8xTWgWaiLgKUov10eO3atWHDhlU9J9MDsup/AJAAAKD5C635M131quqv9ps3pWJxRkFm5xUhBEEc/HzHx7vztJxEuG7duujoaAcHBxzHBw4cuHnzZgDAZ5991qNHjx9++KH6nnX0wiIIgiAIBEFoNBoAQKlU6i5oCGqKbGxsOnfufPTo0TFjxgAAeJ9PLd69UrxvrWDsPGC4LmYtAdeJ5fmFgyYdvr5SZBNkLvqMj2pp0KEGSZIeHh7Gvz7r7du3Z8yYcWjIbxKJxJg7terTy5cv582bt3jx4oULF37zzTdVyWvAgAF///13jZ1ruWhev369d+/eyZMnu7u7i0SisLCwbdu2sVishQsXXrx4UefhQ1BTExUV9XaFQgQRjInGS4tLj/xq0KBaCk069BhvX5ZWcXfls1dnC2SF8Ps6BBISEvh8/qJFi1AUrT7qwcHBITs7u8bO77QI586de+LEiRcvXgAAaDRax44dR44c2b17986dO+v/0SAENRUDBw6cNm1aWlqaUCgEACBUmtnkpYUboyWXj3B6DDN0dC2CiR3TI8q+Mk+Rd6skZVM63YwmbM+zaGNKYcPmUQsll8s5HM77A//EYvH7gzTeSYTHjx/n8XgxMTFdu3YNCgricrm6jRSCmgUajRYREfH7779HR0drtqAMtvnk5QUb5mBsLqtjL8OG13KwRHTnIVbOg63KX1YW3C3NPJVvYs8U+vPMfbnavWUKGT8vL6/MzMzHjx97eXlVbSRJ8tChQ+9PC/NOItQsiqGPGCGoeZk4cWLfvn2//vrrqi2YqZn55O+LNsegXAGjdXsDxtbiIIDrxOI6sZyHiEqeSArulKafyBV4cIT+PF4rE+MZcQHpVEBAgL+//8CBA1evXl1eXk4QxM2bN1evXn3z5s0rV67U2PmdRAizIAQ1jJeXl7W1dUJCwpAhQ6o2UkX2Zl8sLt6x1HzKcqqtqwHDa5lQKmruZ2ruZ6osUxUklaUfzyOUBN/DhOdmYtqKTWHAu6bNGYIgx44dCwsLGzFihGbLrl272Gz2jh073l/g951EOGbMmKrVgT/k/PnzWowVgpqNqKioP/74o3oiBADQHFrzR80qil1oMWMtxQJOOmMYNFOqbbC5bbB5Ra689Kk095+SZ/uyWVYMnpsJ343NcWAhGGwnNkNWVlbXrl1LTExMTEyUyWS2trZ9+vSpdSXBdxLh9evXCwoKPD099RUnBDUf4eHh8+bNKyoqqvGbxvD6jNu3pGjbAotZP2EcOOmMIbGtGGwrhk0Pc5IgK3Lkpc+kr84VSl/JTOyZPDc2z83ExIYJ7502M506derUqdPH93knEXp7e586daqysnLcuHFjx461trbWZXgQ1KyYmpr269dv3759M2fOrPERu0soXlZcHLvYYvoqhA47YBsegiImtkwTW6ZtsIW6Ai99IS1NlT79J4tQESZ2TBM7pokt08QO/ks1eWq1+vXr10VFRdU38ng8FxeX6lve6Ul18uTJp0+fhoWFbdmyxc7OrlevXnFxcZWVlfqIF4KavjFjxuzYsaPWj7h9x1BtnIvjVoFGz9cFaReFjZn7mbqG2fgvcPOb7WLZkU/iZO6N4ntrnv+76xWuNMxS5AqFQiqVEgTx77//FhcXGySGpm7Pnj0ODg6Ojo7+7/rmm29q7FlzZhl3d/clS5YsXLjw3Llzu3fvnjx58uzZs8PDwydNmtSmTRt9xQ9BTVK3bt0qKyuTkpLat3+vmyiC8MNmFP46r/zsXm7fMYaIDqobnU+l86lmvm9GjklO5qA/GuZW6Z49e+Li4kiSJAji8ePHP/30U1RUlEEiaaKeP38+bty4Ll26rFu3rsbTCguLmtOx1j7FGoZh/fr169evn1gs3rhx4/Lly9PT09+flgaCoOoQBBk/fvyuXbtqSYQAABQTjPuuYN1MqrUT07er3qODPhmNS63ej0ahUOzdu1etVuviXFwud9SoUdW3JCcnP3jwwNnZ+dKlS+PGjYOJ8JPcunWLyWSeOXOGzWbXufMH5xpVq9V///337t27T548yePxevWCg4IhqG5RUVG+vr5r1qypdTImjMM3i5pfFLuIYmlHtbTXf3hQY1RUVNy5c4cgdHKzlMFgDB8+nEJ5+ze5S5cuzs7OAIBOnTq9fv1aoVDQ6fTCwsLU1FRfX1844cnHIQjC4/HqkwVBrYnwyZMncXFxv//+e2FhYY8ePbZv3z5ixAg4xRoE1YeNjU3Hjh2PHz8eHh5e6w40h9a8IZOLf1sm/PoXlNHY9ecgfRIIBJr1tvSj6o84lUolSVKtVj99+vTXX38dMWLE5MmTd+zYYWICV/v6oL59+86cObP25xTveScRbt++fevWrcnJyd7e3tHR0REREZaWljqLE4KapwkTJsTGxn4oEQIAWB1CFBlPxPt/Mhs/v0WtUEGqlAiGARSOZG+gEydO0Gi0pKQkgUCQlZXl4eFR9RGuIEqfSRW4guMBV1IDAAAmk7lo0aJBgwZ9/fXX7dq1q96Afr/X6DuJcMWKFXl5eSNGjGjfvr1Kpdq9e/f7pcfExOgmbAhqJgYPHjx9+vT09HTNfa1a8YZ+WbgpWnLxECdkpD5jMwhSIZM9uiV7cE3x7D6pVmFcASYQYgIRRWBJEVhiAhEmEFJ45jBB1qldu3ZJSUlz587Nzs4WiUTVP8IVRPalIgLgQncz3a1U3IQ8fPhwzpw5AIC5c+fW+Gjw4MHHjx+vvqXmrVGFQhEfHx8fH/+h0mEihKCPo9Fo4eHhcXFxS5Ys+dA+CIVqFrWw4KeZVFvX5joT6Zv8d/+a4vkDmosPq003/uhvECodLy3ES/LVJQV4Sb78+X28OF9dkk9ISzGuAPCEpJsf3dWP5ti6ha9s3KFDB4FAoHmNYdiPP/5Io9EGDBhAp9OXL19uZWVVo+8MjUvxnuookUhgFtTw9PT80DxodfQavXr1qo46REFQizJx4sT+/fsvXLjw/QVfqmCmZoJx/yvZtcJi9s8UM9GHdmtyCHml/LEm/z2ku/ow/brxI75BGW/7LFDMrChmVvR3jyJxNV5aKMl8Qea8KPvrN1VeJs2hNaOVH72VH83erQU2Fn19fX19fTWvMQyraoH06tULdl2sD1NT05CQkHru/E4itLeH3dggSAt8fHyEQuGlS5c+/jeL7uzN6R1evHOZcNbPCI3+kT2bBGXGE8nFQ4oXKXRXH2abQH5EdP17AyEYhWJmRaGZcNp1AwAQ8kplWor8+QNx/Ca8OI/m7Elv1YbRyo9q49KinqpC+vHB4RMQBDXGhAkTdu3aVeeXd5Nug5SvnokPrheMbcoPHUhScumw9MpR7oAJ/DHfNr43LMpgMbw6Mbw6AQCIinJFWori2f2SxLO4pJTh4c/w7Mho7Y+yYJ9JSDveTrF24cKFej7/GzRoUE5Ojs5CgqDmICIi4syZM2KxuM49+WEz1YWvpQlH9RCVLhDyiuLdK2QPrlnMXs/u2EvrY0JQNpfp25U3/CvLebGi/8Uy3NvJHt7IWz6+YN2Qu3DBAAAgAElEQVSM8jN7lFnP4ax1UCO9bRFmZWXdvHmzPsecOnVKKpXqLCQIag6q5uD+6quvPr4nQqWZRS0o+Hk21caF3spPP+FpizLrWcnuHxheHQWR8xBM53eYUBMeq0MIq0MIqVIqMx7LU++V7FlNqhSM1v4Mt7YMD384pznUAO9cuPfu3fP396/zGB1NrABBzcyECRO+/fbbOhMhAADjCwVjvi35Y5Xw6w0Yr2aXNiNFktIrxyQX4/mjZjG8PtPzyREqje7Wlu7W1nTgBFVepvzxben1P8UHfqa38mP6dGF4dULZcOIVqL7eJkInJ6e+ffvW5xgnJycOB47ZhKA6BAcHl5WV3b9/vz4T1tPd2pgEDy/asVQ4c53xd5whZFLxvp/w8hLhnA2YQGjYYKgiB6rIgdNzBFEplT+5LUv5p/ToFqqdG9O3C9Onc5P5YgEZzttE2L179+7duxsuEghqbhAEGTt27K5duzZs2FCf/Tndh6rzMkv2rjHyGWdU2S+Kd6+gu7UVjP9OD7dD6w9lmbD8g1n+wZobp7JHtwrWzUTZHGabQIZXJ5pdqwaUmZubGxsbq/VQtevly5eGDqFpQ0ijf86cl5fXtm3b3NzcOveUSCSwqdoYsAIb6f0KzM7Obteu3atXrxgMRn1KIFXKwk3fMr0/4/QaVffehiC9eqL83H5+2EymbxetF679K5DAFWkpspSbsof/IHQG06cL3dWX7uRZz0eJBQUFS5cubRKjqzt27Dhx4sT6VGBRUZGHh0dhYaF+AmsSjOjbHAQ1P7a2tm3atDlx4sTIkfWaSg2h0swmLCz4eTbV2lH/D94+jlTKS/auw0vyhXN+pphZGTqc+kExeqs29FZteJ9PVWY/lz+6JTl/oDj7BcXcmu7sRXPypDt7YzzzDx0tFAo3b96sz3ghg4CJEIJ0SzOgsJ6JEACAmZqZTVhQFLvYYvoqqshBp7HVH6mQFW1fhAlEFrPWNcnJzxCEZudGs3MDAJC4WpX1XJHxRHbvaunRrQiVRnf2ojl50Z29qFaOxnxTGtIReGsUegtWYCPVWoFKpdLOzu727dsODp+Q1SrvXio/s0f49QaUZfh/EUJeWbRtIdXKgT9ihk7zhEGuQHVBtiLjiTL9seLlE7y0iGppT7V2pIgcNH1wPtJeNELw1mjDwBYhBOkWjUYLCwv7/fffFy1aVP+jWP7Bqpz04t0rLaZ+b9iZNgl5RdHW+TRbV96wr5pla4kitKUIbdmdegMACHmFOjdTlZepysuUP7mjzsskVUqKyJ5q5Ui1tKdaOVCEthjXDKBoncVCTQhsEUJvwQpspA9V4MOHDwcPHpyWloZ+0h9QgijavpgitOF9PlVrIX4iolJatPU7mpMnb8gUPWRBI7wCiUqJKvelOu+VKvelKv+VuiCbqCjHTM0wvgXG1ywjJaTwLTG+BcYXGvymMWwRNszbFmFOTs6TJ0/qPKD+83lDEKTh6+vL5/MTEhKCg4M/4TAUFUTGFPw8u8L6LLtTH51F90FERXnhlu8YrfxMB0/S/9mNBMri0F186C4+VVs0C2XgJQVqcQFekq9Me1QpvoyL8/HSIpTFwXjmKEeAcfkYV4ByeJipGcbhY1wzlMNDqDQD/iDQR7xNhGfPnp0wYUKdBxh/CxKCjFBUVNTOnTs/LRECgDJNzCctLfxlLlVoR3Py1FFstSKkZYVb/sfw6GA6IKruvVuSNwtlvLeSFCBJvLwELysmJCV4uRgvL1HnZSpSk3FJKV5eTEhKEQoN5QowNhc14WJcAco2Rdlc1MQU4wrevGCbwpuuBvE2EQ4aNOju3bua1y9fvpwyZUq/fv2GDRsmEomKiopOnz69f//+n376yUBxQlDTFhERsWjRIrFYzOfzP+lAioUNf/Q3xbtXCOes19skKbhEXPTr/5i+Xbj9IvVzxuYAQTBTM8zU7EOfE5VSvLyEqCgjpKW4pJSQlqkLsvH0R4S0lJCW4dJyoqIMZZqgTBOEyUaZbJTBRphslMFCmWyEzkKZbM1HCIWK0Bgog4VgVITBQmh0g9+Sbepqf0bYrVu3kJCQxYsXV9+4Y8eOH3744fnz55/2nKPR4DNCvYEV2Egfr8Dw8PDAwMAvv/yyISVfPlKZdFk/s6/h5SWFm+ex2nXn9hmt63PV0NKvQJIkKiWEvIKolJLyCkJWScgrSFnFf/9985ZUq0ilnJBXkmoVqagkFXKSwFEmG6HQANPEKmbLx3tXwWeE76slEYrFYoFA8OTJEw8Pj+rby8vLTU1NHz165OXlpccIYSLUH1iBjfTxCrxw4UJ0dPS9e/caVnjJ3rUAVwnGztNppxW8rLhw07fsTr05IfUd+KhF8ApsIJIkZBWkWimVSExt6hilAxPh+2pp2+E4DgBIS0ursf3FixcALj0BQQ3Vs2fPysrKW7duNexwfthMXFpetH0xIa/UbmBV8NLCwo3R7M79DJIFoYZDEJRlgnEFKFdg6FCapFoSobm5eZcuXaZOnXrhwoWqjYmJiWPHjnV2dvb01OsTewhqNhAE+eKLL7Zt29bAw6k0i6nfUwSWhetnq4u0vzK2MuNJwYZvTLoN4gQP13rhEGTMah9QHxcX169fv169enG5XE1nmZKSEisrq5MnT2KYIcf2foQCByeyUDqzvg1WGgrYlMbeYuLX43kNDQXsDzzJpqOA9V4MdAyw4DwHzdSECRNatWpVUlIiEDTomzuK8YZ/VXHz78IN3wjGfkt3a6udsEhSevWE5OIh/shZDK9O2ikTgpqO2v/iuri4PHz4MD4+/sGDB9nZ2SKRyMfHJywszJhv3xfJyWPZFAyr7+gOJQEq1I26zUuSoFRZvxOpav9IQYBKdc2AFTiofHeyey4VYNWa7nzam9yJIID338AkBADef1mZR0MQADAUcKkAVMvETAxhYICBASYFMCmAgb3Z8uY1BeByxJoGWBhgwkysG2ZmZqGhob///vucOXMaXAi7cz+qyL5490qTwMGcnmGNDImQlpbsWUOqVcJvNn6kxyMENWNwZpkmoEwJiGr/SmLlmzfVMzEJQKninR1wApSrAKiWiWU4KceBTA3e/hcn5TioVL/JvjIVIVEjlTiQqwGPDlgUhEUBXCrgUAGLAtgUhEcHfBrg0xH+fy94NMCnAz4d4dMA2gyn3/o09bkCr1+//sUXX/z7779I4/q84KVFxb8tpdq48EZMb/CigIpn90r2rWN/1pfbe7QxjGBrrr/CegNnlmkY+M2/CTB9dz4KPr3OP6AN/Atb9VukSasVarJSDSQqUK4ClWpQqSbFCiBWALGSzJBoXhBiBShVArGCFCsAlwZETETIBCImImIBIQOxZgMhA7FkAisWEDIRmuH/0hpeQEAAjUZLSEjo0aNHY8rBeOYWM9aU7F1buOlbswkLMc6nDU8EBF5+bn/F7XOCyHl0Z+/GRAJBTV3tiZAkyZ07d+7bty8jI6O0tLT6RyUlJXoJDDIkBLxp5723+WPEClAgJwtkIE9G5lWCAjl5Iw8UyIm8SpArA4Uy0pQG7E0QJw7iaAKcOIgTB3HiAEcOwjDS5866MmXKlK1btzYyEQIAEBrDbPx8yaX4gnUzzSYu1KwxVB/qkvySuB8wjsBy7mZjWN0Cggyr9kS4cuXKBQsWDBw4kM1mi0Qid3f3CxculJWVTZrUcqcchOqkyZ3upuBDKbNABjKlZIaEzJCAFDH55ysiQwIypaSA/iYvunKBDx/xFSDOXARrvjdaIyMjFy1alJOTY21t3diyEITTM4xiblW0dQFv6FRW+7qncJPdv1Z69FdOz5EmgYOb5WoSEPSpak+EGzdunDdv3g8//BAVFWVjY/P999/LZLLw8PCioiI9xwc1J0ImEDKRDhbv/PElAcipIDMkIENKPisj/3hBppQQ+TLSg4f4ChAfAeIjQHwFiAXDUFFrH4fDGTZs2O7du7/77jutFMj060Yxty76baki9R5qaoYyWAiVjlBpKNMEoVIRKh1hshEKDaFQy88fUGammk9dSbV20sqpIagZqCURlpaW5ufnaxbURlFUJpMBAJhM5tq1a93d3deuXWthoacJD6GWAAHAho3YsEFAtXakRAUei8mHJWRKCXk8k0gpIako8BUgHS2QbiK0iyXCaeJzK06bNm3w4MExMTHaGo9EtXGx/PqXiruXSJWCqJSSyiJSpSTkFaRKSaqUpKyCVCtJpYLu3tbym416mKcNgpqQD3aWoVKpAABLS8uXL19qtlhZWREE8erVK5gIIV3jUMFnQuQz4dvUmF1BppSAWwXEjw/wpCLS3RQJECFBVkiAJWreBBuLbdq0EYlEZ86c6d+/v7bKRE14nO5DtVUaBLUctXTj4/F4FhYWz549AwD4+fmdPXtWkwt37NiBIIidnZ2eQ4QgAIAtG+lnhyxtj13uTykaS93QGRMxkR1PiVaHVF6H1VOv43tfENkVxj4WqLqpU6du3brV0FFAEFRbIgQADBky5NSpUwCAoUOHCoVCV1dXoVA4e/bsyMhIoVCo3wghqCYaCrpYIjF+6Mk+lKKx1L09ME8+cjyTbH9c3faYevk94pG4CWTEUaNG3bp1q+qOCwRBhlL3gPqSkpK9e/dmZGS0a9du9OjRel6DCcAB9XrU1CuQIMG9YvKvV8S+NFJNgIH2yAgntKtIfz0jP7UCZ8+ezeFwli9frruQmpamfgUaHBxQ3zC1JEK5XB4XF9e9e3c3t/oOS9IpmAj1pjlV4GMxGZ9BxKeTEhXoZ4cMsEf62aIUHX+L+9QKfPr0aXBwcGZmpuaRPNScrkCDgImwYWr5wyAWi6dMmQIHzkNNmhcfWdIOezyccqYfZsdGliQTNvtV027gD0uM6K5p69at3d3djx8/buhAIKhFqyURWlhYCASCnBztr/MCQfrnyUMWtEWThlBuDaJYs5D+Z/HAk+qD6YTKOBbWnDJlSoMXZoKgFqKoqKiiokJ35deSCCkUyqJFixYvXpydna27E0OQnjlxkAVt0cxRlGhfdEcqYb9fNe8OnmXojqZDhw59/PhxamqqYcOAIGNQXl7evn17CwuL6OhozRaCIMLDwyMjI0NDQ1evXq2j89Y+jvDRo0cFBQWurq7t27e3trauPk3+oUOHdBQKBOkBioCB9uhAe/RZGbnzGdH2qLqzJTLLC+tpY5jZxmg0WlRUVGxs7Lp16wxxfggyIiwW6+LFi/Hx8ZrxewCACxcuSCSS06dPkyTp5+cXERFhY2Oj9fPW3nkgMzPTzs7O29tboVBkZGSkV6P1CCDIINxMkR87YOmjqH1s0Zk3cb+j6m1PiQp13Qdq3dSpU3///ffKykoDnBuCjAmFQuHxeNW3FBYWagavIwhiZWV18+ZNnZy31q3nzp3TxckgyNhwqWC6J/qVJ3oph9z8hFhwVzXBDf3KE7U30V/70N7evmPHjocPH46MjNTbSSGoSQgMDFywYMGVK1fKyspu3bo1dKhO5k6q2SJUq9WXL1/etm3bsWPH4BTbUAuBANDTGjkagj0YSmFSQPvj6oHn1Bde6+/xIZxlBoJqZWdnd/To0ZMnTz579iw0NFQX90VBjURYXl7euXPn4ODgqVOnDh061NnZOSEhQRdnhSDjZM1ClrTDMkZSB9qjs27i7Y+rY58Sclzn5+3fv39OTs69e/d0fiYIqp979+75+/vv2LHj/Y9wHI+OjraxsXFxcdm0aVN9SpPL5cuWLRs8eLC/v39GRkbVdoIgYmJibG1tnZ2df/nll1qPbdu27Zo1ayIjI5OTk4OCghr243zcO7dG16xZk5SUNHv27N69e2dkZCxdunTy5MlVDy0hqIUwoYLJrdEv3NFLOeSGx/iSZHxya3S6J6a72b0xDJs4cWJsbOyWLVt0dQ4IqjeVSjVlyhS5XF7rTCZbt249e/bs7du3S0pKQkJCvL29u3fvDgBQKpUAABqNVrWnVCo1MTHRFFhUVDR06NCoqCi5XF61Q2xs7KlTp27dulVaWhoSEuLl5bVs2bLMzEy5XH758uUzZ86Ym5t37dqVz+dnZWX9+uuvOppv4Z2ZZXr27Mnj8Y4cOaJ5Gx8fHxYWVlBQYNjlJuDMMnoDK7BWKSXkL4+Joy+JYU7oPD/UmfPBx4eNqcC8vDxPT8+XL19yudyGRtrkwSuwkT5UgVu2bLl//77mtVwuP3LkiFQq/Ug5y5YtIwji0aNHfn5+CxcurPFp27Ztv/7667FjxwIA/ve//2VlZe3ZswcAsGHDhkuXLsXHx2ty4ZYtWw4ePFjjtiKKoo8fP/bw8NC89ff3nz59+vjx4wEACxYsSEtL279/f43TqVSq4uJikUhUz0pogHdujWZlZXXs2LHqreZ1Zmam7k4PQcbPR4Bs74Y9HUG1YSGdTqin/4PnybR/FpFIFBISEhcXp/2ioRbPzc2t/X/8/Pw+vgrmv//+e+TIkXnz5n1oh9TUVD8/P81rPz+/p0+fal5Pnz6dy+UOGTJEoVBs37599erVu3bt+nhgT58+rbWo6qhUqk6zIKhxa1SpVFZv1dLpdPBfa1dHJBLJypUr79+/37p1659//ll3J4KgRrJggMXt0Ble6OqHuPdh1Ret0Xl+GI9W94H1Fx0dPXLkyKlTp1IoH1woFIIaoGfPnj179tS8Lioq+uGHHz60J47jUVFRmzdvZjBqfxJQUVEhk8mq7luYmppWTVuKYdiuXbsiIiI6deokkUgSEhIcHBw+EpVcLq+oqKi1KD2r+ft28+ZNNputeV1eXg4AOHHixKNHj6p2mDx5shZPP2DAgKioqNmzZ6elpWmxWAjSEQEd/NgBm+6JLr9HuMervvbGZnqhTC2lrQ4dOtja2h49ejQsLEw7JULQJ/r1119tbGysra3T09MrKirEYnFeXl71BhmbzWYymRKJRPO2vLzc3Ny86lMKhdKtW7c///yze/fuVlZWHz8Xg8Fgs9kfKkqfav4Gx8fHx8fHV99SY1YbLSbCGzdusNnsvn37FhQUfPbZZ9oqFoJ0zZaNbAvA5niji5II93j1grboBDftLG0RHR29bNkymAghQ5HJZJmZmZorMD09/eHDhyqVauPGjdX3cXZ2fvz4sY+PDwDg8ePHrq6uVR/t2LHjp59+evTo0ZIlS4YMGXL06NEPtSw1XFxcHj9+3KZNm/eL0qd3OsukpKTUeSO0ffv22jr3b7/9tm7dOm9vbyaTmZmZef78+VoXo4GdZfQGVmAD3C4k/3cHf10BlvujfcwruI2rQJIkfXx8Nm7c2KNHD21F2ITAK7CRtLsM0/Dhw6s6yyQmJh4+fHjNmjUAgHXr1h08ePD8+fOlpaVdu3bdsWNH3759AQB79+5dvHjx5cuX7ezscBwfM2aMSqU6fPiwprTMzEwcx11dXc+ePevi4uLo6Iii6Pr16/fs2aOZR61r165btmzp379/Y2vh073TItRkeL1BUZTJZGomLx06dOjZs2cHDBigzwAgqPE6WiAXQylns8nv7uI/ErRF7YlBDmiDp6VBEOTrr79es2ZNy0yEkFGxtLTk8/ma10VFRcnJyZrXM2fOTE1NdXR0pFKps2bN0mRBAEBgYKAmCwIAMAzbs2fP3bt3q0obOXJkYWGhk5PT1KlTAQBJSUk8Hu+rr756+vSpk5MThUKZMWOGQbIgqM8K9Q1AEERqauq9e/cYDEb1GXFIkjx27Njdu3dbt249evToxMTEJUuWnD9/HgAwadKkkJCQkSNHvl8abBHqDazAxiAB2PukYv0zuhwH8/zQUc4NvFmqUCicnZ1Pnz5d1Zuu5YBXYCPBhXkbRicrdm/cuDE4OHjFihUrV66svn3+/PkLFy40MzPbtm1bREREly5dZDLZ9u3bNWNNQkJCdBEMBOkHAsBgO+LuEMrWrtjBdKJVvHrDI0L26bN40+n0mTNnwk7UEKQ3OmkRqlQqKpW6Z8+e9evXVzWNy8rKbGxs7ty54+HhUVZWZm1tnZSUZG1tvWfPHqlUOnr0aFtb21pLy8vL8/HxOXPmTNUWV1dXU1PT9/eEXycbCVZgI1WvwOQi8scHxNU8YqoHOtv70wZalJeXu7i4JCUl2dvb6yRQYwWvwEaCLcKG0clwpVr7vCQmJlpYWGgmFDA1Ne3cufPly5e//PLLadOmfbw0pVJZVlY2ZcqUqi2RkZEzZ87UbswQpF3tzJFDPbFHYnT1A8L5oGqsKzrPD7Ni1etYLpcbGRm5ceNGTd8ECIJ0Sn/jdvPy8oRCYdVbS0vLnJyc+hxIo9HMzMyqP3SFoKbCm4/EdcfSytE1DwnvI6oJbuj8tvVqHc6ZM6dNmzbz58+vsTwbBEFap5NnhLXCMIwgiKq3OI7D6TOgFsKFi2wNwFKGUcpUwD1etekJoSLqOMTW1jY0NDQ2NlYvAUJQi6a/RGhlZVW9CZiTk2Ntba23s0OQwVmzkNgALKE/5UwW4X1EHZ9RRzKMjo7+5ZdfdDrHIQRBQJ+JsHPnznK5/NatWwCAnJycu3fvVo0+gaCWw4OHnOxD2dwFW36P6Hla/aDkg73VfHx8fHx89u3bp8/wIKgF0kkiTE5O7tWr16pVq54/f96rV6/58+cDAJhM5pIlS4YNGzZ9+vTu3btPmTJFM+4SglqgEBskeQhlpDPa9291ZMIHl7OIjo5etWpV9WcKEARpnU6e0jk6OsbExFS9rZpHdcaMGQEBAUlJSaNGjQoICNDFqSGoqaCgYHJrdLQLujYF9z6smu6FxvhiNebvDg4O5nK5f//9t6Fm3ICglkAn4wi1C84sozewAhupwRWYVk7G3CHuFpLz/NCxrVB2tXR44MCBrVu31ljdtLmCV2AjwXGEDaO/Z4QQBH2ICxc53BPb2wM795p02K+am4hnSN58Qx0xYkR2drbm4ToEQboAEyEEGYuulsjREOzhMIoJFXQ6oe71t/qvVwSKYbNmzfrpp58MHR0ENVswEUKQcbFmIUvaYa/CqWNd0fl3CY94tbxzVMKVKy9evDB0aBDUPMFECEHGiIGByFbow6GUHd2wO2VMaedJw2J+ypQa+xN9CGqKYCKEIKMWIEIO9cQS1s14dvFQ27jcUZfwu0UwHUKQNsFECEFNQEcXy3Gjhk/Ni+0sRIZfwAP+UsdnEDhMiBCkDTARQlDT8M033+yM3TrRsTJ9JCXGD/05hXCPV294RFR++pKHEARV13ymva4oy7xxdDQgcQAAhWaColjjy6RQTRC07iqiUFkoVsvKUwAAFKVi1JpL7yAISqVz39mCYhSqSdVbjMLAKIw3JWA0jMJ8sx2jYVQmAADF6JqN72+h0jkIAr/fNEOtWrUKCQlZt27d4sWLB9qjA+3R63nkL4+JHx+oxrmhM71QaxZi6BghqElqTgPqyYKcp2w2CwCgVkoJAm/8qdUqKUnU/X1braokcFWtHxGECldV1gyUJFSK8ne2ELhaJa1WoIzAFW9KwJW4+s0EXDiuxFUyAACBKzQbcfWbT6u2KOXlAJBUGgdBUYzKRlEqRmFiFJomU1KoLIzCoNBMKFQWRmH+94JBoXEoNLZCSfL4IirdlErn1kjVUH3oejz4y5cv/f39Hz16JBKJqjamlpE/pRDxGcQIJzTKDbU3AUIGQmma34XggPpGggPqG6Y5JUL4W/SWSikhCQJXVRCESpOncbWcwOVqVSWulqmVFWplBa6Wq1XS6i8UcgmhrlApylSKcpVSSmNwqXQelc6l0k1pdC6VbkplmDLYQjrTnM4yY7As6CwLOtPsQ63hFkgPV+DXX3+tVCo3bdpUY3uhHPz6hDiRSeTJyCI5ENCBBQMRsYCIiQiZwJqFCJnAkom0M0PMGToNsFHgr3AjwUTYMDARQm9Vr0BNs1WlKFPKy96kRkWZUl4qryxQVBYrZMXyigKFrFhZWYxRmQy2kM40o7PMmSbWbFM7FseWxbVlcmzoTIFhfyI908MVKBaLW7duff369VatWn1oHxKAAhkolJO5lSBfRhbIQE4lWSADeTLybhHZ1RIZ44oOskeZxvdgBP4KNxJMhA1jfL8KkHFAEJTG4NEYPLZpHXsq5WJFZZEmNcqkeRVlrwqz/qksz6qUvCZwJYtry+LasTg2mhccQSuuoBWK1WONdqg2fD5/1qxZCxYsOHjw4If2QQCwZAJLJuLN17x7S46Dv14Rcc+Jr27goXboCGekny3aRO+jQpC2wEQINRaNwacx+BxQSwNFrZRWSl5XlL2qlLyuLM8uLXhUXryhouwl08Saa+7OFbhxzd05AjeYGj/JnDlz3N3db9682blz5089loGBEU7oCCe0RAEOZxCrHhBf3iCGOSLjWqHtzGFfG6iFgokQ0iEKzYRr5s41c6++kSBUFaUvy4tTy0ue57w4IynZKC3N0KRGU3MPMyt/gVV72FXnI5hM5qJFi+bNm3flypUGFyKgg8mt0cmt0Sel5J7nxOcXcAEdjHVFo9xQPl2LwUJQEwCfEUJvGaoCSUItLX1ZXpxaWphSnHNXnP+AxbExs/Y3s+ogsPbn8F30H1LD6K0CcRz38/NbvXp1aGioVgokSHAtj9z1jDj5iviiNfq1NyZkaqXgTwN/hRsJPiNsGNgihAwPQSkcgStH4GrTqj8AgCTUZUX/FufcyX919cmttbiqUmDlb2bV3symI9+yLUaBDRaAYdiKFSvmzZvXp08fDNPCkFkUAUFWSJAVlifD1j/CWx9WjXBCF7RF7djwfinU/MEWIfSWcVagXJpXnJtUnHO7ODdJUvxMaN9N5NzLyimEzjI3dGg16bkCAwICJk2aNG7cOK2XXCgHm5/gvz4h+tqi89ui7qZ6SofGeQU2IbBF2DAwEUJvGX8FKuWlBa+u5aafy8s4zzZ1EDn1snLuzbf0qdE30lD0XIGJiYnDhw9/9uwZk6mT+5gSFdiZSqx6iLc3R5a0w9rrvjeN8V+BRg4mwoaBt0ahpoTG4Nm6DUdz+QIAACAASURBVLR1G0iSeHFOUl7G+Tt/T8NxpaVDkJVzL0uHHi1qdH+nTp38/f03b948d+5cXZTPoYJZ3uhEd3TrU2LQObyDBfJdG7SjhVF854AgLYItQuitJlqBZUVPctPP56adk5am2boPcfIewxN6GyQS/Vdgampqt27dnj59KhDodu4COQ52phJrUggnExDjh/Wx1Uk6bKJXoPGALcKGgYkQequpV6BMmpf5+EDGo310psDRO8K+9ecUmkndh2mPQSpw8uTJfD5/1apVejgXQYJTWcSyZEJJgG980NEuWh6M39SvQIODibBhYCKE3moeFUiSRGHW9YyUPfkvEywduzv5jBHaB+rn1AapwNzcXB8fn+TkZHt7e72d9Hoeueoh/lgMZnmhk1qjLC09Y2keV6ABwUTYMHBuJai5QRBUaB/YqX9s34l3hPaBDxIWn/s9MPXOJoWsxNCh6YSVldXUqVOXLFmiz5MGiJC/elMO98SSikiXg6olyXiJQp/nhyBtgokQarZoDFMnnzG9Ii+1Df6hrPDJ2V2dk87NkZZmGDou7YuJifn777/v37+v5/O2M0fiumMX+1NeSoDbIVV0Ip4v03MIEKQFMBFCzR5iYde1Y+ivfSfcYps6JBwYePfc7IqyTENHpU0cDicmJmbBggUGObsnD9kdhN0bSlESoOMJ9dNSY3/aAkE1wEQItRQ0Br91p9l9JyZy+K6X9/e/c2ZGc2odTps27enTp5cuXTJUAHZsZENn7IcOaPdT6tuFMBdCTQlMhFDLQqGy3TtM7zvhFtfMPeHAwDtnZlSUvjR0UFpAo9GWLVv27bffqtVqA4Yx2gXd3g0bfE59PQ/mQqjJgIkQaokoNBP3DtN7j7/ONnW4fGDAnTMzmsHN0tGjRwuFwtWrVxs2jIH26P5gyvCL6jPZMBdCTQNMhFDLRWPwPDvP7TXuKtNEdGlfv/uX58sr8g0dVKPs2LHjl19+SUlJMWwY3a2Qv3pTJlxVx2cQho0EguoDJkKopaMzBd4B83uPv4Zh9At/BD+7+yuBqwwdVANZW1uvXLly3LhxKpWBf4QOFsj5fpRvbhE7UmEuhIwdTIQQBAAAdKaZT+CiHqNOifPvn4/rnpdx0dARNdCECRNEItGaNWsMHQjw4iNXBmA/PiDWpcBcCBk1mAgh6C02z7FT/9i2PX9IubbsnxORTfTBoZHcIAUAOHGQawMou58R8+7gho4Fgj4IJkIIqkloH9hzzAWhfbdL+/o9SFioVlUYOqJPY21t/cMPPxjDDVIAgBULXAylnM0mp/+DE7D3DGSUYCKEoFqgKNW17aReYy8p5aXndnfLfBJv6Ig+TVRUlJWVlcF7kGoImeByf8r9YnLcFVwN75JCxgcmQgj6IIaJqEPfjR1Df32evO1q/LCyon8NHdEn2L59+8aNG43hBikAgEcDZ/tRCmTk6Mu4EuZCyMjARAhBdTC3+axnxFkbtwHXjoQ9ubmGJAw5Yr3+rK2tf/zxx8jISGO4QQoAYFPAX30oBACfn1fLmkYVQi0FTIQQVDcEwVz8onqNvVxa8OjygYEScZqhI6qX8ePHOzo66mepwvqgoeBgMGbBQPqeUUuMIjtDEAAwEUJQ/dFZ5l0G/+7SZsKVg4Ne3NsOQBPo+7F58+aNGzcmJycbOpA3MATsCsL8zJDgU+piuHITZBxgIoSgT+PgOaJH+OnsZ39dPzpaLs0zdDh1sLa2XrVq1cSJE43kBikAAAFgQ2csyAoJOa0ulBs6GgiCiRCCGoBt6hA04qiFXdeL+/vlpJ0xdDh10Nwg/fHHHw0dyFsIAGs7YaOc0cCT6uyKJtCwhpo3mAghqCEQlOLeYXrngb+lXF1+58wMIx9ruHnz5k2bNhnPDVKNGD90ghva7SSeVg5zIWRIMBFCUMMJRO1Cxl6gMXgX/gguep1o6HA+yNraevXq1RMmTDCeG6Qa0b7oPD808CT+SAxzIWQwMBFCUKNgFKZf9+W+QUsTT01JS9pgtIMrxo0bZ2dnN3/+fEMHUtOU1uiaTmifv/H7xTAXQoYBEyEEaYG1S9+QMefLClOuxA+tLM82dDi1+/333//888+tW7caOpCaRrugW7qi/c6obxfDv0iQAcDLDoK0g86yaNd3u63bwEv7+malHjN0OLUQCASnT59evnz5hQsXDB1LTYMc0N8CKeHXqXAJQ0j/YCKEIC1CXNtOChi6/8nNtXfOzFCrKg0dT03Ozs4HDx4cPXr0o0ePDB1LTaF2yLFA5f/uEFOu4yqYDSE9gokQgrSMJ/QJGXORxuBd2tenrPCxocOpKSAgYOPGjYMHDy4oKDB0LDX58snkzylFchB8Wp1TCR8ZtjhlZWUnT55cu3btq1evqjaeOXPm22+/3b17N0nq6pKAiRCCtA+jMPy6L/fs/O31Y6ONcA6akSNHRkREDBgwoLLS6NqsXCo4HIINsEPbH1NfeG1c9Qbp2t27d8+fP//HH3+kpb2ZxfDIkSMrV64cOnRoSkrKggULdHRemAghSFds3Qb2GHUyO/XPm39OUMrFhg7nHUuXLnV3dx8/frzuvmU3GAJAjB+6P5gy/iq+JBmuYtiC9OzZc8OGDS4uLlVbjh07Nnfu3M8++2zlypVbtmzR0eUKEyEE6RCLaxcUdszUwuvi3t5Fr28ZOpy3EAT57bffCgsLFy9ebOhYatfdCkkchJ3LJoecx0uVho4GMhAej5ebmwsAyM/PF4vFhYWFujgLRReFQhBUBUEpnp3nmln7J57+0tk30qPTbAAQQwcFAAA0Gu3w4cOdO3d2dXWNjIw0dDi1sGEjVwdQFiThHU+oD/fEfAVGUW+QPs2ZM2fIkCGJiYnZ2dnm5uY6OgtMhBCkD5YO3XuOPpt4arI4/0GHvhupNI6hIwIAADMzsz///DMoKMjW1jY4ONjQ4dSCgoIfO2B+AqLnafWqjtgEN3gTS+devHhx7949Op0eEBAgEAhq3Sc1NfXOnTuOjo4BAQH1LFalUj179owkSW9v7+rbnz17dvv2bQcHh27dur1/lIuLS3JycnZ2NpfLbdu2rVAo/NQfpz7gVQVBesJgCwOHH+YKWl3a27e8ONXQ4bzRunXr+Pj4iIiIZ8+eGTqWDwp3QS/3p6x+QEy4iucaXf+eZmXVqlWBgYGHDh2KjY11dXW9du3a+/vs27evW7duCQkJEydO/PLLL+tT7IkTJ7hcbkBAwKBBg6pvP3jwYNeuXRMSEiZNmjR58uTS0tILFy4UFBQkJycnJiYCAHJycpKTk6VS6bRp06Kjo7XyM9aCNHq5ubkikag+e5aXl+s6mOYNVmAj1bMCM/898tdW7+xnJ3UdT/3t3LnTxcWloKDAsGF8vALLlGR0otosTjn/jrpUobegmpL6XIGFhYXm5uYf+jQ9PV2pVGpez58/v0ePHjV2UKvV9vb2f/31F0mSBQUFJiYmT58+1Xy0Z8+ekpKSqj3v3r1748aNqpMWFBScPn3aycmpagccxx0dHY8fP67ZgcPhnD9/PuY/GzZsIEkyKytr0qRJ48aNO3jwYD0qoIFgIoTeghXYSPWvQHF+yt+/dUy59j1B4DoNqf5iYmKCgoJkMpkBY6hPBWZJicnX1MI9yh/v4zK1HoJqSj5UgcOGDave/qFQKPUpbcuWLZ07d66xMSkpycTERKVSad6GhoauXbtW8/q7775r3769JhfevXtXJBKdOnWq+rE1EuH9+/fZbHZV3h04cOCqVavqE5jWwVujEGQAPKF3j/C/xfkP/jk+VikvM3Q4AACwcuVKOzu73r17i8XGNdKjBls2si0Au9KfklREuh1Sxz4lcDi+oi6HDx+u+qNfWFjI4/HqPEQqla5fvz4qKqrG9tevX4tEIgrlTf8SW1vbnJwczesVK1b07t27V69eFy5cGDBgwI4dO0JDQz9yitevX1taWlKp1PeL0jOYCCHIMOhMQcDn+0wtPC/v71de9NTQ4QAURePi4oKDgwMCAqrP62GcWvOQQz2x+J7Y/jTC54g6PgOONtQmpVIZHh7etm3bL774osZHOI5jGFb1lkKhKJVvR7esXLnS19e3V69ea9as6d+//8fP8vGi9AkmQggyGASleAfM9+wSffXIiNfPTxo6HIAgyJIlS6ZMmdKlS5f79+8bOpy6dRIil/tTfumMrbxPdPlTfSUXZkMtUKvVo0ePxjAsLi4OQWoOWRGJRIWFheR/A9vz8/Otra2rPk1OTj5z5szIkSPXr19f562FjxelTzARQpCB2bl/HjD0QMq17x9dX0GSuKHDATNnzty4cWPv3r3PnTtn6FjqJcQGSRpC+dIDHXcFD/hLvfExAXuWNhiO4+PHj5dKpQcPHqy6aQkAkMlkcrkcAODr60sQRFJSEgBAoVBcvXo1KChIs8/9+/cHDBiwbdu2AwcOhIaGBgcHFxcXf+Rc3t7eKIrevn0bAKBUKq9cuVJVlJ4hpPFNsFRDXl5e27ZtNZMLfJxEIuFwjGJ4VhMFK7CRGlOBCllJ4qkpCIJ27LeJzrLQbmANkJCQoPleHx4erreTNvIKxElwM5+MzyAOpBOtuMgIJ3SkCypiajFAY1efCiwqKvLw8PjQFC3Lly9funRpREQEg8EAAHC53DVr1gAAxo4dy+VyN2/eDABYtmzZvn37pk+ffvr0ablcfunSJc2xw4cPnzhxYr9+/TRv58+fb25uPmfOHADAq1evVqxYkZWVdf369fDwcCcnp3nz5gEAVqxYERcXN2PGjDNnzkgkkitXrminIj4RTITQW7ACG6nRFUim3tn84t52/z6/WDoY5qtxdY8fPw4NDZ02bVpMTIx+zqitK1CBg3Ovifh08q9XhBcfGeGEjnZFLRiNL9jYNT4R3rhx4/Hjt0umMJnMsWPHAgAuXbpEpVKrxrwfPXr05s2bDg4OEydOZDLr/q5RVFR09OjRqrdCoXDIkCGa18eOHfvnn3/s7e2/+OKL+hSlCzARQm/BCmwkrVRgYfY/d/7+yt5juFfXeQiC1X2ALuXk5ISGhgYFBf38888oqvMnKVq/AmVqcCqLOJhOnn9NBFgiYc5ob9vm3EZsfCJsmeAzQggyLha2XXpGnC8tSLl2OExekW/YYKytrRMSEu7fvx8WFqZ5RNS0MClguBMa3xPLDqdGuKInMkmvwyrPw+ppN/CD6US+zNDxQcYBJkIIMjp0lnnA0P2Wjj0u7u2dn5lg2GB4PN65c+coFEpoaGhZmVEMeWwAEyoId0GPhGDFY6kn+2BtzJAjGaTXYZXLQfWU63jccyKrwtjvjUG6AxMhBBknxL3D9I6hW5LOzTF4b1I6nb5v3z5vb++uXbveu3fPgJFohTMHmdwaPdQTKxhDPRKCefCQIy9Jv6Nqr8PqKdfxrf8S/+STEpWho4T0CD4jhN6CFdhIuqhAhaz4zt/TCVzZsd9mholIu4V/qj/++GPu3LlTp06dP38+jUbTevkGvAIJEjwoIW/kkw9LyPvF5BMxaclE2pghvgLEVwD8zBAnzntD6owPfEbYMDARQm/BCmwknVVgVW/SDZYO3XVQ/ifIz8//8ssvnz9/vmvXLn9/f+0WbjxXIE6CF+XkwxLyQTH5sAQ8KCHFCtJXgHjwECcO4swBThzEmYsYW09UmAgbBq5HCEHGD3HvMF0ganvnzHQHr5Gen81FUIP95lpaWh49ejQ+Pn7AgAHjx49funQpnU43VDC6gyHA3RRxN0VGOL3ZIlaAhyVkahmZLiGPZYL0ciJDQioI4Mx5mxqdOIi9CRAyESEDoMbffoT+A1uE0FuwAhtJ1xWokBXfPTtLKSvpGLqVbWqvuxPVR35+/rRp01JTU3ft2tWhQwetlNnkrsAyJciQkOkSMkMC0iXkSwmZXQEKZGSxApgzgJCB2LCBBQOxZgFLJiJiARET4dMBnw74NMSEWnf5nwq2CBsGtgghqMmgM826Dvnjxb0dl/eHtumxwtZ9sAGDsbS0PHLkSHx8/KBBg8aNG9dcm4YfZ0oDbcyQNmY1W384CQpkIF9G5lSCAhmZKwPpEvJmAcitJMRKIFYAsYJUEm8yIp8OBHTApyN8GuDSAJeKcKiARQFsKuDTEBYFsChvtmteQ1oHKxWCmhbEte0kM+uOt09/mZtxoV3IaoxiyPHhI0aMCAwMnDZtWvv27bXYNGzqMARYsYA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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot(title=\"Radiation in pedestal\")\n",
+    "\n",
+    "for (k,v) in Pvol_rad\n",
+    "plot!(r_omp,v, label=\"$k\", ylabel = \"Prad [MW.m⁻³]\", yscale=:log10)\n",
+    "end\n",
+    "plot!(twinx(), r_omp, ne, ylabel=\"ne\", color=:black, label=\"nₑ\", legendposition=:right)\n",
+    "plot!()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "using NumericalIntegration\n",
+    "Prad_tot = Dict(k => NumericalIntegration.integrate(r_omp, v) for (k, v) in Pvol_rad)\n",
+    "fraction_imp = 0.0:0.001:0.005\n",
+    "Zeff_ped = Dict( imp => [ADAS.get_Zeff(imp)(f,ne_ped,Te_ped) for f in fraction_imp] for imp in impurities)\n",
+    "Zeff = Dict(imp => ADAS.get_Zeff(imp) for imp in impurities)\n",
+    "Zeff_sep = Dict(imp => [ADAS.get_Zeff(imp)(f, ne_sep, Te_sep) for f in fraction_imp] for imp in impurities)\n",
+    "plot(layout=2)\n",
+    "plot!(title=\"Zeff at pedestal in C-R equilibrium\\n (nₑ=$ne_ped,Tₑ=$Te_ped) \", subplot=1, titlefontsize=8)\n",
+    "for (k,v) in Zeff_ped\n",
+    "    plot!(fraction_imp,v, label=\"$k\", subplot=1)\n",
+    "end\n",
+    "\n",
+    "plot!(xlabel=\"fraction of impurity\", ylabel=\"Zeff = ∑nₐZₐ^2/nₑ\", subplot=1, ylim=[0, 10])\n",
+    "\n",
+    "plot!(title=\"Zeff at sep in C-R equilibrium\\n (nₑ=$ne_sep,Tₑ=$Te_sep) \", subplot=2, titlefontsize=8)\n",
+    "for (k, v) in Zeff_sep\n",
+    "    plot!(fraction_imp, v, label=\"$k\", subplot=2)\n",
+    "end\n",
+    "\n",
+    "plot!(xlabel=\"fraction of impurity\", ylabel=\"Zeff = ∑nₐZₐ²/nₑ\", subplot=2, ylim=[0,10])\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot(title=\"Total radiation power in pedestal per m^2 of plasma core surface\")\n",
+    "for (k, v) in Prad_tot\n",
+    "    plot!(Zeff_ped[k], v * fraction_imp, label=\"$k\")\n",
+    "end\n",
+    "plot!(xlim=[1.0,12],xlabel= \"Zeff\", ylim=[1e2,1e6],yscale=:log10)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot(title=\"Total radiation power in pedestal per m^2 of plasma core surface\")\n",
+    "for (k, v) in Prad_tot\n",
+    "    plot!(fraction_imp, v * fraction_imp, label=\"$k\")\n",
+    "end\n",
+    "plot!( xlabel=\"Zeff\", ylim=[1e2, 1e6], yscale=:log10)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "41-element Vector{Float64}:\n",
+       " 1.8570617016327763e8\n",
+       " 1.857336575575757e8\n",
+       " 1.857723380748695e8\n",
+       " 1.858265746076599e8\n",
+       " 1.8590223099494886e8\n",
+       " 1.860069780869203e8\n",
+       " 1.8615041701532766e8\n",
+       " 1.8634365701864696e8\n",
+       " 1.8659759458195803e8\n",
+       " 1.8691843111131188e8\n",
+       " ⋮\n",
+       " 1.6316999731525125e7\n",
+       " 1.4451300594512282e7\n",
+       " 1.3215182427111119e7\n",
+       " 1.2382648744893253e7\n",
+       " 1.1814928312269332e7\n",
+       " 1.142420865429989e7\n",
+       " 1.1153490154820032e7\n",
+       " 1.0965002151497161e7\n",
+       " 1.083330808831973e7"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot()\n",
+    "for (k, v) in Pvol_rad\n",
+    "    plot!(Zeff_ped[k], Pvol_rad[k], label=\"$k\")\n",
+    "end\n",
+    "plot!()\n",
+    "Pvol_rad[:Kr]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot()\n",
+    "    for (i,(k,v)) in enumerate(Zeff)\n",
+    "        for f in 0.005:0.005:0.02\n",
+    "        Zeff_ = [v(f,ne_, Te_) for (Te_, ne_) in zip(Te, ne)]\n",
+    "        plot!(r_omp,Zeff_,label=\"f[$(k)]=$f\",color=i)\n",
+    "    end\n",
+    "end\n",
+    "\n",
+    "plot!(ylim=[0,5])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+       "<path clip-path=\"url(#clip810)\" d=\"M546.645 1061.44 L546.645 1064.98 L542.571 1064.98 Q540.28 1064.98 539.377 1065.91 Q538.497 1066.83 538.497 1069.24 L538.497 1071.53 L545.511 1071.53 L545.511 1074.84 L538.497 1074.84 L538.497 1097.46 L534.215 1097.46 L534.215 1074.84 L530.141 1074.84 L530.141 1071.53 L534.215 1071.53 L534.215 1069.73 Q534.215 1065.4 536.229 1063.43 Q538.243 1061.44 542.618 1061.44 L546.645 1061.44 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M549.817 1061.44 L559.631 1061.44 L559.631 1064.75 L554.076 1064.75 L554.076 1100.4 L559.631 1100.4 L559.631 1103.71 L549.817 1103.71 L549.817 1061.44 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M594.77 1065.56 L594.77 1070.49 Q592.409 1068.29 589.724 1067.2 Q587.062 1066.12 584.052 1066.12 Q578.127 1066.12 574.978 1069.75 Q571.83 1073.36 571.83 1080.21 Q571.83 1087.04 574.978 1090.68 Q578.127 1094.29 584.052 1094.29 Q587.062 1094.29 589.724 1093.2 Q592.409 1092.11 594.77 1089.91 L594.77 1094.8 Q592.316 1096.46 589.562 1097.3 Q586.83 1098.13 583.775 1098.13 Q575.928 1098.13 571.414 1093.34 Q566.9 1088.52 566.9 1080.21 Q566.9 1071.88 571.414 1067.09 Q575.928 1062.27 583.775 1062.27 Q586.877 1062.27 589.608 1063.11 Q592.363 1063.92 594.77 1065.56 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M611.761 1061.44 L611.761 1103.71 L601.946 1103.71 L601.946 1100.4 L607.478 1100.4 L607.478 1064.75 L601.946 1064.75 L601.946 1061.44 L611.761 1061.44 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M620.858 1075.93 L650.534 1075.93 L650.534 1079.82 L620.858 1079.82 L620.858 1075.93 M620.858 1085.37 L650.534 1085.37 L650.534 1089.31 L620.858 1089.31 L620.858 1085.37 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M670.626 1065.98 Q667.015 1065.98 665.186 1069.54 Q663.381 1073.08 663.381 1080.21 Q663.381 1087.32 665.186 1090.88 Q667.015 1094.43 670.626 1094.43 Q674.26 1094.43 676.066 1090.88 Q677.895 1087.32 677.895 1080.21 Q677.895 1073.08 676.066 1069.54 Q674.26 1065.98 670.626 1065.98 M670.626 1062.27 Q676.436 1062.27 679.492 1066.88 Q682.57 1071.46 682.57 1080.21 Q682.57 1088.94 679.492 1093.55 Q676.436 1098.13 670.626 1098.13 Q664.816 1098.13 661.737 1093.55 Q658.682 1088.94 658.682 1080.21 Q658.682 1071.46 661.737 1066.88 Q664.816 1062.27 670.626 1062.27 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M690.788 1091.58 L695.672 1091.58 L695.672 1097.46 L690.788 1097.46 L690.788 1091.58 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M715.857 1065.98 Q712.246 1065.98 710.418 1069.54 Q708.612 1073.08 708.612 1080.21 Q708.612 1087.32 710.418 1090.88 Q712.246 1094.43 715.857 1094.43 Q719.492 1094.43 721.297 1090.88 Q723.126 1087.32 723.126 1080.21 Q723.126 1073.08 721.297 1069.54 Q719.492 1065.98 715.857 1065.98 M715.857 1062.27 Q721.667 1062.27 724.723 1066.88 Q727.802 1071.46 727.802 1080.21 Q727.802 1088.94 724.723 1093.55 Q721.667 1098.13 715.857 1098.13 Q710.047 1098.13 706.968 1093.55 Q703.913 1088.94 703.913 1080.21 Q703.913 1071.46 706.968 1066.88 Q710.047 1062.27 715.857 1062.27 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M736.829 1093.52 L744.468 1093.52 L744.468 1067.16 L736.158 1068.82 L736.158 1064.56 L744.422 1062.9 L749.098 1062.9 L749.098 1093.52 L756.737 1093.52 L756.737 1097.46 L736.829 1097.46 L736.829 1093.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M766.227 1062.9 L784.584 1062.9 L784.584 1066.83 L770.51 1066.83 L770.51 1075.3 Q771.528 1074.96 772.547 1074.8 Q773.565 1074.61 774.584 1074.61 Q780.371 1074.61 783.75 1077.78 Q787.13 1080.95 787.13 1086.37 Q787.13 1091.95 783.658 1095.05 Q780.186 1098.13 773.866 1098.13 Q771.69 1098.13 769.422 1097.76 Q767.177 1097.39 764.769 1096.65 L764.769 1091.95 Q766.852 1093.08 769.075 1093.64 Q771.297 1094.19 773.774 1094.19 Q777.778 1094.19 780.116 1092.09 Q782.454 1089.98 782.454 1086.37 Q782.454 1082.76 780.116 1080.65 Q777.778 1078.55 773.774 1078.55 Q771.899 1078.55 770.024 1078.96 Q768.172 1079.38 766.227 1080.26 L766.227 1062.9 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip810)\" style=\"stroke:#ac8d18; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"368.643,1132.02 507.07,1132.02 \"/>\n",
+       "<path clip-path=\"url(#clip810)\" d=\"M546.645 1113.28 L546.645 1116.82 L542.571 1116.82 Q540.28 1116.82 539.377 1117.75 Q538.497 1118.67 538.497 1121.08 L538.497 1123.37 L545.511 1123.37 L545.511 1126.68 L538.497 1126.68 L538.497 1149.3 L534.215 1149.3 L534.215 1126.68 L530.141 1126.68 L530.141 1123.37 L534.215 1123.37 L534.215 1121.57 Q534.215 1117.24 536.229 1115.27 Q538.243 1113.28 542.618 1113.28 L546.645 1113.28 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M549.817 1113.28 L559.631 1113.28 L559.631 1116.59 L554.076 1116.59 L554.076 1152.24 L559.631 1152.24 L559.631 1155.55 L549.817 1155.55 L549.817 1113.28 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M594.77 1117.4 L594.77 1122.33 Q592.409 1120.13 589.724 1119.04 Q587.062 1117.96 584.052 1117.96 Q578.127 1117.96 574.978 1121.59 Q571.83 1125.2 571.83 1132.05 Q571.83 1138.88 574.978 1142.52 Q578.127 1146.13 584.052 1146.13 Q587.062 1146.13 589.724 1145.04 Q592.409 1143.95 594.77 1141.75 L594.77 1146.64 Q592.316 1148.3 589.562 1149.14 Q586.83 1149.97 583.775 1149.97 Q575.928 1149.97 571.414 1145.18 Q566.9 1140.36 566.9 1132.05 Q566.9 1123.72 571.414 1118.93 Q575.928 1114.11 583.775 1114.11 Q586.877 1114.11 589.608 1114.95 Q592.363 1115.76 594.77 1117.4 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M611.761 1113.28 L611.761 1155.55 L601.946 1155.55 L601.946 1152.24 L607.478 1152.24 L607.478 1116.59 L601.946 1116.59 L601.946 1113.28 L611.761 1113.28 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M620.858 1127.77 L650.534 1127.77 L650.534 1131.66 L620.858 1131.66 L620.858 1127.77 M620.858 1137.21 L650.534 1137.21 L650.534 1141.15 L620.858 1141.15 L620.858 1137.21 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M670.626 1117.82 Q667.015 1117.82 665.186 1121.38 Q663.381 1124.92 663.381 1132.05 Q663.381 1139.16 665.186 1142.72 Q667.015 1146.27 670.626 1146.27 Q674.26 1146.27 676.066 1142.72 Q677.895 1139.16 677.895 1132.05 Q677.895 1124.92 676.066 1121.38 Q674.26 1117.82 670.626 1117.82 M670.626 1114.11 Q676.436 1114.11 679.492 1118.72 Q682.57 1123.3 682.57 1132.05 Q682.57 1140.78 679.492 1145.39 Q676.436 1149.97 670.626 1149.97 Q664.816 1149.97 661.737 1145.39 Q658.682 1140.78 658.682 1132.05 Q658.682 1123.3 661.737 1118.72 Q664.816 1114.11 670.626 1114.11 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M690.788 1143.42 L695.672 1143.42 L695.672 1149.3 L690.788 1149.3 L690.788 1143.42 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M715.857 1117.82 Q712.246 1117.82 710.418 1121.38 Q708.612 1124.92 708.612 1132.05 Q708.612 1139.16 710.418 1142.72 Q712.246 1146.27 715.857 1146.27 Q719.492 1146.27 721.297 1142.72 Q723.126 1139.16 723.126 1132.05 Q723.126 1124.92 721.297 1121.38 Q719.492 1117.82 715.857 1117.82 M715.857 1114.11 Q721.667 1114.11 724.723 1118.72 Q727.802 1123.3 727.802 1132.05 Q727.802 1140.78 724.723 1145.39 Q721.667 1149.97 715.857 1149.97 Q710.047 1149.97 706.968 1145.39 Q703.913 1140.78 703.913 1132.05 Q703.913 1123.3 706.968 1118.72 Q710.047 1114.11 715.857 1114.11 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip810)\" d=\"M740.047 1145.36 L756.366 1145.36 L756.366 1149.3 L734.422 1149.3 L734.422 1145.36 Q737.084 1142.61 741.667 1137.98 Q746.274 1133.33 747.454 1131.98 Q749.7 1129.46 750.579 1127.72 Q751.482 1125.96 751.482 1124.27 Q751.482 1121.52 749.538 1119.78 Q747.616 1118.05 744.515 1118.05 Q742.316 1118.05 739.862 1118.81 Q737.431 1119.58 734.654 1121.13 L734.654 1116.4 Q737.478 1115.27 739.931 1114.69 Q742.385 1114.11 744.422 1114.11 Q749.792 1114.11 752.987 1116.8 Q756.181 1119.48 756.181 1123.97 Q756.181 1126.1 755.371 1128.02 Q754.584 1129.92 752.478 1132.52 Q751.899 1133.19 748.797 1136.4 Q745.695 1139.6 740.047 1145.36 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /></svg>\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot()\n",
+    "\n",
+    "for (i, (k, v)) in enumerate(Zeff)\n",
+    "    for f in 0.005:0.005:0.02\n",
+    "        Zeff_ = [v(f, ne_, Te_) for (Te_, ne_) in zip(Te, ne)]\n",
+    "        plot!(Zeff_,f*Pvol_rad[k], label=\"f[$(k)]=$f\", color=i)\n",
+    "    end\n",
+    "end\n",
+    "plot!(xlim=[1,10],ylim=[1e5,5e6])\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Julia 1.10.3",
+   "language": "julia",
+   "name": "julia-1.10"
+  },
+  "language_info": {
+   "file_extension": ".jl",
+   "mimetype": "application/julia",
+   "name": "julia",
+   "version": "1.10.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/examples/plot_Zeff_export_tex.jl b/examples/plot_Zeff_export_tex.jl
new file mode 100644
index 0000000..bf8bedc
--- /dev/null
+++ b/examples/plot_Zeff_export_tex.jl
@@ -0,0 +1,40 @@
+
+using ADAS, Plots, OrderedCollections, Format, PGFPlotsX
+
+impurities = [:Ne, :Ar, :Cr, :Kr, :W]
+color_ = [:blue, :green, :red, :black, :cyan, :red]
+Lz = OrderedDict(imp => ADAS.get_cooling_rates(imp) for imp in impurities);
+Zeff = Dict(imp => ADAS.get_Zeff(imp) for imp in impurities)
+pgfplotsx()
+Log10Range(args...; kw...) = 10 .^ LinRange(args...; kw...)
+p = plot(layout=1, framestyle=:box, palette=:darktest, size=(400, 400))
+for (i, Lz_) in enumerate(values(Lz))
+    plot!(Lz_, Te=Log10Range(0.5, 4.5, 1000), xlim=[5.0, 2e4], ylim=[1e-34, 5e-31], xscale=:log10, yscale=:log10, layout=1, color=color_[i])
+end
+# y = Log10Range(-34, -31, 4)
+# x = Log10Range(1, 4, 4)
+# yticks!(p, y)
+# xticks!(p, x)
+# plot!(legendposition=:bottomright, legendfontsize=12, legendcolumns=2)
+# #%%
+# using NumericalIntegration
+# Prad_tot = Dict(k => NumericalIntegration.integrate(r_omp, v) for (k, v) in Pvol_rad)
+# fraction_imp = 0.0:0.001:0.005
+# Zeff_ped = Dict(imp => [ADAS.get_Zeff(imp)(f, ne_ped, Te_ped) for f in fraction_imp] for imp in impurities)
+using LaTeXStrings
+p = plot()
+Te = Log10Range(1, 4, 100)
+ne = 1e19
+fraction = [0.001, 0.01]
+color_ = [:blue, :green, :red, :black, :cyan, :red]
+linestyle_ = [:solid,:dash]
+plot!(xlabel="Te[eV]", ylabel=L"$Z_{eff} = \frac{\sum n_a Z_a^2}{n_e}")
+plot!(title="Zeff in C-R equilibrium\n", titlefontsize=8)
+for (i,imp) in enumerate([:Ne,:Ar,:Kr])
+    for (j,f) in enumerate(fraction)
+        plot!(Te, [Zeff[imp](f, ne, Te_) for Te_ in Te], label="$imp : $(f*100)%", lw=1.0, color=color_[i],linestyle=linestyle_[j])
+    end
+end
+fs =12
+plot!(framestyle=:box, ylims=(0, 5.0), xtickfontsize=fs, ytickfontsize=fs, xguidefontsize=fs, yguidefontsize=fs, legendfontsize=fs)
+#save("zeff.tikz", p)
\ No newline at end of file
diff --git a/examples/plot_cooling_rates.jl b/examples/plot_cooling_rates.jl
index 7f99ef9..225a3c2 100644
--- a/examples/plot_cooling_rates.jl
+++ b/examples/plot_cooling_rates.jl
@@ -1,12 +1,23 @@
 
-using ADAS, Plots
-gr()
-impurities = [:Kr, :W, :Ar, :Ne, :C, :Si, :Cr]
-Lz = Dict(imp => ADAS.get_cooling_rates(imp) for imp in impurities);
+using ADAS, Plots, OrderedCollections, Format
+pgfplotsx()
+impurities = [:Ne, :Ar, :Kr]
+color_ = [:blue,:green, :red, :black,:cyan]
+Lz = OrderedDict(imp => ADAS.get_cooling_rates(imp) for imp in impurities);
 using Plots
 Log10Range(args...; kw...) = 10 .^ LinRange(args...; kw...)
-plot(layout=1, framestyle=:box,palette=)
-for Lz_ in values(Lz)
-    plot!(Lz_, Te=Log10Range(0, 4, 1000), ylim=[1e-35, 5e-31], yscale=:log10, layout=1)
+p = plot(layout=1, framestyle = :box, palette=:darktest, size=(400, 400))
+# for (i,Lz_) in enumerate(values(Lz))
+#     plot!(Lz_, Te=Log10Range(0.5, 4.5, 1000), xlim=[5.0,2e4], ylim=[1e-34, 5e-31], xscale=:log10, yscale=:log10, layout=1, color=color_[i])
+# end
+Te=Log10Range(0.5, 4.5, 100)
+
+for (i, Lz_) in enumerate(values(Lz))
+    plot!(Te, [Lz_.Lztot(1e20, Te_) for Te_ in Te]./Te.^(7/4), xlim=[5.0, 2e4], ylim=[1e-34, 5e-31], xscale=:log10, yscale=:log10, layout=1, color=color_[i], label=String(Lz_.imp))
 end
-plot!()
\ No newline at end of file
+y = Log10Range(-34, -31, 4)
+x = Log10Range(1, 4, 4)
+yticks!(p, y)
+xticks!(p, x)
+plot!(legendposition=:bottomright, legendfontsize=12, legendcolumns=2)
+savefig("cooling_rates.tikz")
\ No newline at end of file
diff --git a/examples/plot_cooling_rates_Zeff.jl b/examples/plot_cooling_rates_Zeff.jl
new file mode 100644
index 0000000..0c17324
--- /dev/null
+++ b/examples/plot_cooling_rates_Zeff.jl
@@ -0,0 +1,24 @@
+
+using ADAS, Plots, OrderedCollections, Format
+plotly()
+impurities = [:Ne, :Ar, :Cr, :Kr,:W]
+color_ = [:blue, :green, :red, :black, :cyan]
+Lz = OrderedDict(imp => ADAS.get_cooling_rates(imp) for imp in impurities);
+Zeff = OrderedDict(imp => ADAS.get_Zeff(imp) for imp in impurities);
+using Plots
+Log10Range(args...; kw...) = 10 .^ LinRange(args...; kw...)
+p = plot(layout=1, framestyle=:box, palette=:darktest, size=(400, 400))
+for (i,Lz_) in enumerate(values(Lz))
+    plot!(Lz_, Te=Log10Range(0.5, 4.5, 1000), xlim=[5.0,2e4], ylim=[1e-34, 5e-31], xscale=:log10, yscale=:log10, layout=1, color=color_[i])
+end
+Te = Log10Range(0.5, 4.5, 1000)
+
+for (i, (Lz_,Zeff_)) in enumerate(zip(values(Lz),values(Zeff)))
+    plot!([Zeff_(0.001, 1e20, Te_) for Te_ in Te], [Lz_.Lztot(1e20, Te_) for Te_ in Te], xlim=[1.0, 5], ylim=[1e-34, 5e-31], yscale=:log10, layout=1, color=color_[i], label=String(Lz_.imp))
+end
+y = Log10Range(-34, -31, 4)
+x = Log10Range(1, 4, 4)
+yticks!(p, y)
+#xticks!(p, x)
+plot!(legendposition=:bottomright, legendfontsize=12, legendcolumns=2)
+#savefig("cooling_rates.tikz")
\ No newline at end of file
diff --git a/examples/plot_cooling_rates_export_tex.jl b/examples/plot_cooling_rates_export_tex.jl
new file mode 100644
index 0000000..c07bbce
--- /dev/null
+++ b/examples/plot_cooling_rates_export_tex.jl
@@ -0,0 +1,43 @@
+
+using ADAS, Plots, OrderedCollections, Format, PGFPlotsX
+gr()
+impurities = [:Ne, :Ar, :Cr, :Kr, :W]
+color_ = [:orange, :gray, :blue, :black, :cyan, :red]
+Lz = OrderedDict(imp => ADAS.get_cooling_rates(imp) for imp in impurities);
+Zeff = Dict(imp => ADAS.get_Zeff(imp) for imp in impurities)
+using Plots
+Log10Range(args...; kw...) = 10 .^ LinRange(args...; kw...)
+p = plot(layout=1, framestyle=:box, palette=:darktest, size=(400, 400))
+for (i, Lz_) in enumerate(values(Lz))
+    plot!(Lz_, Te=Log10Range(0.5, 4.5, 1000), xlim=[5.0, 2e4], ylim=[1e-34, 5e-31], xscale=:log10, yscale=:log10, layout=1, color=color_[i])
+end
+y = Log10Range(-34, -31, 4)
+x = Log10Range(1, 4, 4)
+yticks!(p, y)
+xticks!(p, x)
+plot!(legendposition=:bottomright, legendfontsize=12, legendcolumns=2)
+#%%
+using NumericalIntegration
+Prad_tot = Dict(k => NumericalIntegration.integrate(r_omp, v) for (k, v) in Pvol_rad)
+fraction_imp = 0.0:0.001:0.005
+Zeff_ped = Dict(imp => [ADAS.get_Zeff(imp)(f, ne_ped, Te_ped) for f in fraction_imp] for imp in impurities)
+
+Zeff_sep = Dict(imp => [ADAS.get_Zeff(imp)(f, ne_sep, Te_sep) for f in fraction_imp] for imp in impurities)
+plot(layout=2)
+plot!(title="Zeff at pedestal in C-R equilibrium\n (nₑ=$ne_ped,Tₑ=$Te_ped) ", subplot=1, titlefontsize=8)
+
+for (k, v) in Zeff_ped
+    plot!(Te, Zeff, label="$k", subplot=1)
+end
+
+plot!(xlabel="fraction of impurity", ylabel="Zeff = ∑nₐZₐ^2/nₑ", subplot=1, ylim=[0, 10])
+
+plot!(title="Zeff at sep in C-R equilibrium\n (nₑ=$ne_sep,Tₑ=$Te_sep) ", subplot=2, titlefontsize=8)
+Zeff_sep = Dict(imp => [ADAS.get_Zeff(imp)(f, ne_sep, Te_sep) for f in fraction_imp] for imp in impurities)
+Zeff = Dict(imp => ADAS.get_Zeff(imp) for imp in impurities)
+for (k, v) in Zeff_sep
+
+    plot!(fraction_imp, v, label="$k", subplot=2)
+end
+
+plot!(xlabel="fraction of impurity", ylabel="Zeff = ∑nₐZₐ²/nₑ", subplot=2, ylim=[0, 10])
\ No newline at end of file
diff --git a/src/ADF11/ADF11.jl b/src/ADF11/ADF11.jl
index ce72b92..3966f5e 100644
--- a/src/ADF11/ADF11.jl
+++ b/src/ADF11/ADF11.jl
@@ -37,7 +37,7 @@ end
 #     return load_database(database_file)
 # end
 
-function retrieve_adf11_element_data(data; year::String="latest", type::String="scd", metastable::Bool=false)
+function retrieve_adf11_element_data(data; year::Union{String,Missing}="latest", type::String="scd", metastable::Bool=false)
     type = lowercase(type)
     types = collect(keys(adf11_types))
     if !(type in types)
@@ -48,7 +48,7 @@ function retrieve_adf11_element_data(data; year::String="latest", type::String="
     end
 
     data = data[type]
-    if year == "latest"
+    if (year isa Missing) || (year == "latest")
         year = sort!(collect(keys(data)))[end]
     end
 
diff --git a/src/data.jl b/src/data.jl
index 905ce3f..ef86bbd 100644
--- a/src/data.jl
+++ b/src/data.jl
@@ -53,7 +53,7 @@ function retrieve_ADAS_data(element::Symbol; kw...)
     retrieve_ADAS_data(string(element); kw...)
 end
 
-function retrieve_ADAS_data(element::String; year::String="latest", type::String="scd", metastable::Bool=false, adas_type=:adf11)
+function retrieve_ADAS_data(element::String; year::Union{String,Missing}="latest", type::String="scd", metastable::Bool=false, adas_type=:adf11)
     return retrieve_element_data(ADASdata(element, adas_type); year=year, type=type, metastable=metastable, adas_type=adas_type)
 end
 
diff --git a/src/utils.jl b/src/utils.jl
index 82632b6..7fd26f6 100644
--- a/src/utils.jl
+++ b/src/utils.jl
@@ -19,12 +19,13 @@ end
 
 
 import Interpolations
-function get_cooling_rates(imp::Union{String,Symbol})
-    plt = retrieve_ADAS_data(imp;type="plt")
+function get_cooling_rates(imp::Union{String,Symbol}; plt_year=missing)
+    plt = retrieve_ADAS_data(imp;type="plt", year = plt_year)
     prb = retrieve_ADAS_data(imp;type="prb")
     scd = retrieve_ADAS_data(imp;type="scd")
     acd = retrieve_ADAS_data(imp;type="acd")
 
+
     ndens = length(acd.data.axis.ne)
     ntemp = length(acd.data.axis.Te)
     ntrans = length(plt.data.rates)
diff --git a/zeff.tikz b/zeff.tikz
new file mode 100644
index 0000000..f7b165a
--- /dev/null
+++ b/zeff.tikz
@@ -0,0 +1,669 @@
+% Recommended preamble:
+% \usetikzlibrary{arrows.meta}
+% \usetikzlibrary{backgrounds}
+% \usepgfplotslibrary{patchplots}
+% \usepgfplotslibrary{fillbetween}
+% \pgfplotsset{%
+%     layers/standard/.define layer set={%
+%         background,axis background,axis grid,axis ticks,axis lines,axis tick labels,pre main,main,axis descriptions,axis foreground%
+%     }{
+%         grid style={/pgfplots/on layer=axis grid},%
+%         tick style={/pgfplots/on layer=axis ticks},%
+%         axis line style={/pgfplots/on layer=axis lines},%
+%         label style={/pgfplots/on layer=axis descriptions},%
+%         legend style={/pgfplots/on layer=axis descriptions},%
+%         title style={/pgfplots/on layer=axis descriptions},%
+%         colorbar style={/pgfplots/on layer=axis descriptions},%
+%         ticklabel style={/pgfplots/on layer=axis tick labels},%
+%         axis background@ style={/pgfplots/on layer=axis background},%
+%         3d box foreground style={/pgfplots/on layer=axis foreground},%
+%     },
+% }
+
+\begin{tikzpicture}[/tikz/background rectangle/.style={fill={rgb,1:red,1.0;green,1.0;blue,1.0}, fill opacity={1.0}, draw opacity={1.0}}, show background rectangle]
+\begin{axis}[point meta max={nan}, point meta min={nan}, legend cell align={left}, legend columns={1}, title={Zeff in C-R equilibrium
+}, title style={at={{(0.5,1)}}, anchor={south}, font={{\fontsize{8 pt}{10.4 pt}\selectfont}}, color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, rotate={0.0}, align={center}}, legend style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, line width={1}, solid, fill={rgb,1:red,1.0;green,1.0;blue,1.0}, fill opacity={1.0}, text opacity={1.0}, font={{\fontsize{12 pt}{15.600000000000001 pt}\selectfont}}, text={rgb,1:red,0.0;green,0.0;blue,0.0}, cells={anchor={center}}, at={(1.02, 1)}, anchor={north west}}, axis background/.style={fill={rgb,1:red,1.0;green,1.0;blue,1.0}, opacity={1.0}}, anchor={north west}, xshift={1.0mm}, yshift={-1.0mm}, width={145.4mm}, height={99.6mm}, scaled x ticks={false}, xlabel={Te[eV]}, x tick style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, opacity={1.0}}, x tick label style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, opacity={1.0}, rotate={0}}, xlabel style={at={(ticklabel cs:0.5)}, anchor=near ticklabel, at={{(ticklabel cs:0.5)}}, anchor={near ticklabel}, font={{\fontsize{12 pt}{15.600000000000001 pt}\selectfont}}, color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, rotate={0.0}}, xmajorgrids={true}, xmin={-289.6999999999998}, xmax={10299.7}, xticklabels={{$0$,$2500$,$5000$,$7500$,$10000$}}, xtick={{0.0,2500.0,5000.0,7500.0,10000.0}}, xtick align={inside}, xticklabel style={font={{\fontsize{12 pt}{15.600000000000001 pt}\selectfont}}, color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, rotate={0.0}}, x grid style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={0.1}, line width={0.5}, solid}, xticklabel pos={left}, x axis line style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, line width={1}, solid}, scaled y ticks={false}, ylabel={$Z_{eff} = \frac{\sum n_a Z_a^2}{n_e}}, y tick style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, opacity={1.0}}, y tick label style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, opacity={1.0}, rotate={0}}, ylabel style={at={(ticklabel cs:0.5)}, anchor=near ticklabel, at={{(ticklabel cs:0.5)}}, anchor={near ticklabel}, font={{\fontsize{12 pt}{15.600000000000001 pt}\selectfont}}, color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, rotate={0.0}}, ymajorgrids={true}, ymin={0}, ymax={5.0}, yticklabels={{$0$,$1$,$2$,$3$,$4$,$5$}}, ytick={{0.0,1.0,2.0,3.0,4.0,5.0}}, ytick align={inside}, yticklabel style={font={{\fontsize{12 pt}{15.600000000000001 pt}\selectfont}}, color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, rotate={0.0}}, y grid style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={0.1}, line width={0.5}, solid}, yticklabel pos={left}, y axis line style={color={rgb,1:red,0.0;green,0.0;blue,0.0}, draw opacity={1.0}, line width={1}, solid}, colorbar={false}]
+    \addplot[color={rgb,1:red,0.0;green,0.0;blue,1.0}, name path={1}, draw opacity={1.0}, line width={1.0}, solid]
+        table[row sep={\\}]
+        {
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+            10000.0  1.0899663094949466  \\
+        }
+        ;
+    \addlegendentry {Ne : 0.1\%}
+    \addplot[color={rgb,1:red,0.0;green,0.0;blue,1.0}, name path={2}, draw opacity={1.0}, line width={1.0}, dashed]
+        table[row sep={\\}]
+        {
+            \\
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+        table[row sep={\\}]
+        {
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+            8697.490026177835  12.037518815749436  \\
+            9326.0334688322  12.075424225466941  \\
+            10000.0  12.10741548747719  \\
+        }
+        ;
+    \addlegendentry {Kr : 1.0\%}
+\end{axis}
+\end{tikzpicture}