{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "4076ddae", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "from matplotlib.ticker import ScalarFormatter\n", "import seaborn as sns\n", "import string\n", "from matplotlib import rc\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "id": "05b2848e", "metadata": {}, "outputs": [], "source": [ "df_monod = pd.read_csv('RdMonodPest_calib_final.csv')\n", "df_ebk = pd.read_csv('RdebkPest_calib_final.csv')\n", "df_ebk_nohg = pd.read_csv('RdebkPest_calib_final_NoHG.csv')\n", "df_exp = pd.read_csv('MC_experimental_data.csv')" ] }, { "cell_type": "code", "execution_count": 3, "id": "049648c4", "metadata": {}, "outputs": [], "source": [ "df_10years_ebk = pd.read_csv('1D-RTM_10years_Ebk.csv')\n", "df_40years_ebk = pd.read_csv('1D-RTM_40years_Ebk.csv')\n", "df_10years_monod = pd.read_csv('1D-RTM_10years_Monod.csv')\n", "df_40years_monod = pd.read_csv('1D-RTM_40years_Monod.csv')" ] }, { "cell_type": "code", "execution_count": 4, "id": "43e0b3a0", "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/html": [ "
\n", " | Distance | \n", "cis-DCE | \n", "VC | \n", "ethene | \n", "Cl- | \n", "Dhc_imm | \n", "Dhc_mob | \n", "r_cis-DCE | \n", "r_cis-DCE_imm | \n", "r_cis-DCE_mob | \n", "r_VC | \n", "r_VC_imm | \n", "r_VC_mob | \n", "r_Dhc_imm | \n", "r_Dhc_mob | \n", "cis-DCE_sorb | \n", "VC_sorb | \n", "ethene_sorb | \n", "cis-DCE_cons | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "0.0 | \n", "50.000 | \n", "1.000000e-93 | \n", "1.000000e-93 | \n", "1.000000e-93 | \n", "0.0 | \n", "1.500000e-88 | \n", "2.024600e-101 | \n", "1.163200e-101 | \n", "8.614100e-102 | \n", "0.00000 | \n", "0.00000 | \n", "0.000000 | \n", "-0.000172 | \n", "-0.000036 | \n", "1.612900e-94 | \n", "1.612900e-94 | \n", "1.612900e-94 | \n", "50.0 | \n", "
1 | \n", "12.5 | \n", "47.772 | \n", "1.841800e+00 | \n", "1.375900e-01 | \n", "1.802500e+00 | \n", "123130.0 | \n", "6.178000e+02 | \n", "1.096300e+01 | \n", "1.076900e+01 | \n", "1.938400e-01 | \n", "0.85844 | \n", "0.84241 | \n", "0.016030 | \n", "112.050000 | \n", "4000.300000 | \n", "7.686900e+00 | \n", "1.179900e-01 | \n", "4.122600e-03 | \n", "50.0 | \n", "
2 | \n", "37.5 | \n", "44.756 | \n", "4.537000e+00 | \n", "5.704400e-01 | \n", "5.528200e+00 | \n", "123160.0 | \n", "1.755800e+03 | \n", "1.120300e+01 | \n", "1.066900e+01 | \n", "5.335400e-01 | \n", "1.73040 | \n", "1.64350 | \n", "0.086884 | \n", "55.535000 | \n", "3778.200000 | \n", "7.201600e+00 | \n", "2.906400e-01 | \n", "1.709200e-02 | \n", "50.0 | \n", "
3 | \n", "62.5 | \n", "41.931 | \n", "6.804700e+00 | \n", "1.109900e+00 | \n", "8.852200e+00 | \n", "123170.0 | \n", "2.656900e+03 | \n", "1.136100e+01 | \n", "1.056200e+01 | \n", "7.982700e-01 | \n", "2.27880 | \n", "2.11020 | \n", "0.168590 | \n", "33.756000 | \n", "3604.500000 | \n", "6.747000e+00 | \n", "4.359000e-01 | \n", "3.325600e-02 | \n", "50.0 | \n", "
4 | \n", "87.5 | \n", "39.064 | \n", "9.009200e+00 | \n", "1.766300e+00 | \n", "1.236700e+01 | \n", "123180.0 | \n", "3.528900e+03 | \n", "1.148900e+01 | \n", "1.044000e+01 | \n", "1.049100e+00 | \n", "2.71340 | \n", "2.45290 | \n", "0.260570 | \n", "21.139000 | \n", "3436.600000 | \n", "6.285700e+00 | \n", "5.771200e-01 | \n", "5.292400e-02 | \n", "50.0 | \n", "