How to use above method in uiautomator

Best Python code snippet using uiautomator

initialize.py

Source:initialize.py

1import os2import numpy as np3#==================================================================================4def Wet_NPG(self):5 print '..Reading Wetland Tundra Non-Polygonal Ground Parameters'6 self.WetNPG = {}7 with open(self.Wet_NPG_Control, 'r') as f:8 for line in f:9 if line.startswith('#'):10 continue11 else:12 (key, val) = line.split()13 self.WetNPG[(key)] = val14 # Convert strings to floats as necessary15 self.WetNPG['A1_above'] = float(self.WetNPG['A1_above'])16 self.WetNPG['A2_above'] = float(self.WetNPG['A2_above'])17 self.WetNPG['x0_above'] = float(self.WetNPG['x0_above'])18 self.WetNPG['dx_above'] = float(self.WetNPG['dx_above'])19 self.WetNPG['A1_below'] = float(self.WetNPG['A1_below'])20 self.WetNPG['A2_below'] = float(self.WetNPG['A2_below'])21 self.WetNPG['x0_below'] = float(self.WetNPG['x0_below'])22 self.WetNPG['dx_below'] = float(self.WetNPG['dx_below'])23 self.WetNPG['a_above'] = float(self.WetNPG['a_above'])24 self.WetNPG['b_above'] = float(self.WetNPG['b_above'])25 self.WetNPG['a_below'] = float(self.WetNPG['a_below'])26 self.WetNPG['b_below'] = float(self.WetNPG['b_below'])27 self.WetNPG['K_above'] = float(self.WetNPG['K_above'])28 self.WetNPG['C_above'] = float(self.WetNPG['C_above'])29 self.WetNPG['A_above'] = float(self.WetNPG['A_above'])30 self.WetNPG['B_above'] = float(self.WetNPG['B_above'])31 self.WetNPG['K_below'] = float(self.WetNPG['K_below'])32 self.WetNPG['C_below'] = float(self.WetNPG['C_below'])33 self.WetNPG['A_below'] = float(self.WetNPG['A_below'])34 self.WetNPG['B_below'] = float(self.WetNPG['B_below'])35 self.WetNPG['HillB_above'] = float(self.WetNPG['HillB_above'])36 self.WetNPG['HillN_above'] = float(self.WetNPG['HillN_above'])37 self.WetNPG['HillB_below'] = float(self.WetNPG['HillB_below'])38 self.WetNPG['HillN_below'] = float(self.WetNPG['HillN_below'])39 self.WetNPG['max_terrain_transition'] = \40 float(self.WetNPG['max_terrain_transition'])41 self.WetNPG['ice_slope_poor'] = float(self.WetNPG['ice_slope_poor'])42 self.WetNPG['ice_slope_pore'] = float(self.WetNPG['ice_slope_pore'])43 self.WetNPG['ice_slope_wedge'] = float(self.WetNPG['ice_slope_wedge'])44 self.WetNPG['ice_slope_massive'] = float(self.WetNPG['ice_slope_massive'])45 self.WetNPG['porosity'] = float(self.WetNPG['porosity'])46#================================================================================47def Wet_LCP(self):48 print '..Reading Wetland Low Center Polygon Cohort Parameters'49 self.WetLCP = {}50 with open(self.Wet_LCP_Control, 'r') as f:51 for line in f:52 if line.startswith('#'):53 continue54 else:55 (key, val) = line.split()56 self.WetLCP[(key)] = val57 # Convert strings to floats as necessary58 self.WetLCP['A1_above'] = float(self.WetLCP['A1_above'])59 self.WetLCP['A2_above'] = float(self.WetLCP['A2_above'])60 self.WetLCP['x0_above'] = float(self.WetLCP['x0_above'])61 self.WetLCP['dx_above'] = float(self.WetLCP['dx_above'])62 self.WetLCP['A1_below'] = float(self.WetLCP['A1_below'])63 self.WetLCP['A2_below'] = float(self.WetLCP['A2_below'])64 self.WetLCP['x0_below'] = float(self.WetLCP['x0_below'])65 self.WetLCP['dx_below'] = float(self.WetLCP['dx_below'])66 self.WetLCP['a_above'] = float(self.WetLCP['a_above'])67 self.WetLCP['b_above'] = float(self.WetLCP['b_above'])68 self.WetLCP['a_below'] = float(self.WetLCP['a_below'])69 self.WetLCP['b_below'] = float(self.WetLCP['b_below'])70 self.WetLCP['K_above'] = float(self.WetLCP['K_above'])71 self.WetLCP['C_above'] = float(self.WetLCP['C_above'])72 self.WetLCP['A_above'] = float(self.WetLCP['A_above'])73 self.WetLCP['B_above'] = float(self.WetLCP['B_above'])74 self.WetLCP['K_below'] = float(self.WetLCP['K_below'])75 self.WetLCP['C_below'] = float(self.WetLCP['C_below'])76 self.WetLCP['A_below'] = float(self.WetLCP['A_below'])77 self.WetLCP['B_below'] = float(self.WetLCP['B_below'])78 self.WetLCP['HillB_above'] = float(self.WetLCP['HillB_above'])79 self.WetLCP['HillN_above'] = float(self.WetLCP['HillN_above'])80 self.WetLCP['HillB_below'] = float(self.WetLCP['HillB_below'])81 self.WetLCP['HillN_below'] = float(self.WetLCP['HillN_below'])82 self.WetLCP['max_terrain_transition'] = \83 float(self.WetNPG['max_terrain_transition'])84 self.WetLCP['ice_slope_poor'] = float(self.WetLCP['ice_slope_poor'])85 self.WetLCP['ice_slope_pore'] = float(self.WetLCP['ice_slope_pore'])86 self.WetLCP['ice_slope_wedge'] = float(self.WetLCP['ice_slope_wedge'])87 self.WetLCP['ice_slope_massive'] = float(self.WetLCP['ice_slope_massive'])88 self.WetLCP['porosity'] = float(self.WetLCP['porosity'])89#===============================================================================90def Wet_CLC(self):91 print '..Reading Wetland Coalescent Low Center Polygon Cohort Parameters'92 self.WetCLC = {}93 with open(self.Wet_CLC_Control, 'r') as f:94 for line in f:95 if line.startswith('#'):96 continue97 else:98 (key, val) = line.split()99 self.WetCLC[(key)] = val100 # Convert strings to floats as necessary101 self.WetCLC['A1_above'] = float(self.WetCLC['A1_above'])102 self.WetCLC['A2_above'] = float(self.WetCLC['A2_above'])103 self.WetCLC['x0_above'] = float(self.WetCLC['x0_above'])104 self.WetCLC['dx_above'] = float(self.WetCLC['dx_above'])105 self.WetCLC['A1_below'] = float(self.WetCLC['A1_below'])106 self.WetCLC['A2_below'] = float(self.WetCLC['A2_below'])107 self.WetCLC['x0_below'] = float(self.WetCLC['x0_below'])108 self.WetCLC['dx_below'] = float(self.WetCLC['dx_below'])109 self.WetCLC['a_above'] = float(self.WetCLC['a_above'])110 self.WetCLC['b_above'] = float(self.WetCLC['b_above'])111 self.WetCLC['a_below'] = float(self.WetCLC['a_below'])112 self.WetCLC['b_below'] = float(self.WetCLC['b_below'])113 self.WetCLC['K_above'] = float(self.WetCLC['K_above'])114 self.WetCLC['C_above'] = float(self.WetCLC['C_above'])115 self.WetCLC['A_above'] = float(self.WetCLC['A_above'])116 self.WetCLC['B_above'] = float(self.WetCLC['B_above'])117 self.WetCLC['K_below'] = float(self.WetCLC['K_below'])118 self.WetCLC['C_below'] = float(self.WetCLC['C_below'])119 self.WetCLC['A_below'] = float(self.WetCLC['A_below'])120 self.WetCLC['B_below'] = float(self.WetCLC['B_below'])121 self.WetCLC['HillB_above'] = float(self.WetCLC['HillB_above'])122 self.WetCLC['HillN_above'] = float(self.WetCLC['HillN_above'])123 self.WetCLC['HillB_below'] = float(self.WetCLC['HillB_below'])124 self.WetCLC['HillN_below'] = float(self.WetCLC['HillN_below'])125 self.WetCLC['max_terrain_transition'] = \126 float(self.WetCLC['max_terrain_transition'])127 self.WetCLC['ice_slope_poor'] = float(self.WetCLC['ice_slope_poor'])128 self.WetCLC['ice_slope_pore'] = float(self.WetCLC['ice_slope_pore'])129 self.WetCLC['ice_slope_wedge'] = float(self.WetCLC['ice_slope_wedge'])130 self.WetCLC['ice_slope_massive'] = float(self.WetCLC['ice_slope_massive'])131 self.WetCLC['porosity'] = float(self.WetCLC['porosity'])132#=================================================================================133def Wet_FCP(self):134 print '..Reading Wetland Flat Center Polygon Cohort Parameters'135 self.WetFCP = {}136 with open(self.Wet_FCP_Control, 'r') as f:137 for line in f:138 if line.startswith('#'):139 continue140 else:141 (key, val) = line.split()142 self.WetFCP[(key)] = val143 # Convert strings to floats as necessary144 self.WetFCP['A1_above'] = float(self.WetFCP['A1_above'])145 self.WetFCP['A2_above'] = float(self.WetFCP['A2_above'])146 self.WetFCP['x0_above'] = float(self.WetFCP['x0_above'])147 self.WetFCP['dx_above'] = float(self.WetFCP['dx_above'])148 self.WetFCP['A1_below'] = float(self.WetFCP['A1_below'])149 self.WetFCP['A2_below'] = float(self.WetFCP['A2_below'])150 self.WetFCP['x0_below'] = float(self.WetFCP['x0_below'])151 self.WetFCP['dx_below'] = float(self.WetFCP['dx_below'])152 self.WetFCP['a_above'] = float(self.WetFCP['a_above'])153 self.WetFCP['b_above'] = float(self.WetFCP['b_above'])154 self.WetFCP['a_below'] = float(self.WetFCP['a_below'])155 self.WetFCP['b_below'] = float(self.WetFCP['b_below'])156 self.WetFCP['K_above'] = float(self.WetFCP['K_above'])157 self.WetFCP['C_above'] = float(self.WetFCP['C_above'])158 self.WetFCP['A_above'] = float(self.WetFCP['A_above'])159 self.WetFCP['B_above'] = float(self.WetFCP['B_above'])160 self.WetFCP['K_below'] = float(self.WetFCP['K_below'])161 self.WetFCP['C_below'] = float(self.WetFCP['C_below'])162 self.WetFCP['A_below'] = float(self.WetFCP['A_below'])163 self.WetFCP['B_below'] = float(self.WetFCP['B_below'])164 self.WetFCP['HillB_above'] = float(self.WetFCP['HillB_above'])165 self.WetFCP['HillN_above'] = float(self.WetFCP['HillN_above'])166 self.WetFCP['HillB_below'] = float(self.WetFCP['HillB_below'])167 self.WetFCP['HillN_below'] = float(self.WetFCP['HillN_below'])168 self.WetFCP['max_terrain_transition'] = \169 float(self.WetFCP['max_terrain_transition'])170 self.WetFCP['ice_slope_poor'] = float(self.WetFCP['ice_slope_poor'])171 self.WetFCP['ice_slope_pore'] = float(self.WetFCP['ice_slope_pore'])172 self.WetFCP['ice_slope_wedge'] = float(self.WetFCP['ice_slope_wedge'])173 self.WetFCP['ice_slope_massive'] = float(self.WetFCP['ice_slope_massive'])174 self.WetFCP['porosity'] = float(self.WetFCP['porosity'])175#===============================================================================176def Wet_HCP(self):177 print '..Reading Wetland Flat Center Polygon Cohort Parameters'178 self.WetHCP = {}179 with open(self.Wet_HCP_Control, 'r') as f:180 for line in f:181 if line.startswith('#'):182 continue183 else:184 (key, val) = line.split()185 self.WetHCP[(key)] = val186 # Convert strings to floats as necessary187 self.WetHCP['A1_above'] = float(self.WetHCP['A1_above'])188 self.WetHCP['A2_above'] = float(self.WetHCP['A2_above'])189 self.WetHCP['x0_above'] = float(self.WetHCP['x0_above'])190 self.WetHCP['dx_above'] = float(self.WetHCP['dx_above'])191 self.WetHCP['A1_below'] = float(self.WetHCP['A1_below'])192 self.WetHCP['A2_below'] = float(self.WetHCP['A2_below'])193 self.WetHCP['x0_below'] = float(self.WetHCP['x0_below'])194 self.WetHCP['dx_below'] = float(self.WetHCP['dx_below'])195 self.WetHCP['a_above'] = float(self.WetHCP['a_above'])196 self.WetHCP['b_above'] = float(self.WetHCP['b_above'])197 self.WetHCP['a_below'] = float(self.WetHCP['a_below'])198 self.WetHCP['b_below'] = float(self.WetHCP['b_below'])199 self.WetHCP['K_above'] = float(self.WetHCP['K_above'])200 self.WetHCP['C_above'] = float(self.WetHCP['C_above'])201 self.WetHCP['A_above'] = float(self.WetHCP['A_above'])202 self.WetHCP['B_above'] = float(self.WetHCP['B_above'])203 self.WetHCP['K_below'] = float(self.WetHCP['K_below'])204 self.WetHCP['C_below'] = float(self.WetHCP['C_below'])205 self.WetHCP['A_below'] = float(self.WetHCP['A_below'])206 self.WetHCP['B_below'] = float(self.WetHCP['B_below'])207 self.WetHCP['HillB_above'] = float(self.WetHCP['HillB_above'])208 self.WetHCP['HillN_above'] = float(self.WetHCP['HillN_above'])209 self.WetHCP['HillB_below'] = float(self.WetHCP['HillB_below'])210 self.WetHCP['max_terrain_transition'] = \211 float(self.WetHCP['max_terrain_transition'])212 self.WetHCP['ice_slope_poor'] = float(self.WetHCP['ice_slope_poor'])213 self.WetHCP['ice_slope_pore'] = float(self.WetHCP['ice_slope_pore'])214 self.WetHCP['ice_slope_wedge'] = float(self.WetHCP['ice_slope_wedge'])215 self.WetHCP['ice_slope_massive'] = float(self.WetHCP['ice_slope_massive'])216 self.WetHCP['porosity'] = float(self.WetHCP['porosity'])217#===============================================================================218def LakePond(self):219 print '..Reading Land and Pond Cohort Parameters'220 221 """ Read files from the input directory """222 if self.Simulation_area.lower() == 'barrow':223 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\224 self.Control_directory)225 elif self.Simulation_area.lower() == 'arctic_coast':226 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic'+\227 self.Control_directory+'/​')228 elif self.Simulation_area.lower() == 'tanana':229 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana')230 elif self.Simulation_area.lower() == 'yukon':231 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon')232 elif self.Simulation_area.lower() == 'aiem':233 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM')234 elif self.Simulation_area.lower() == 'ngee':235 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE')236 237 self.LakePond = {}238 with open(self.Lake_Pond_Control, 'r') as f:239 for line in f:240 if line.startswith('#'):241 continue242 else:243 (key, val) = line.split()244 self.LakePond[(key)] = val245 # Convert strings to floats as necessary246 self.LakePond['Uniform_Lake_Depth'] = float(self.LakePond['Uniform_Lake_Depth'])247 248 self.LakePond['Lower_LargeLake_WT_Y_Depth'] = float(self.LakePond['Lower_LargeLake_WT_Y_Depth'])249 self.LakePond['Upper_LargeLake_WT_Y_Depth'] = float(self.LakePond['Upper_LargeLake_WT_Y_Depth'])250 self.LakePond['Lower_MediumLake_WT_Y_Depth'] = float(self.LakePond['Lower_MediumLake_WT_Y_Depth'])251 self.LakePond['Upper_MediumLake_WT_Y_Depth'] = float(self.LakePond['Upper_MediumLake_WT_Y_Depth'])252 self.LakePond['Lower_SmallLake_WT_Y_Depth'] = float(self.LakePond['Lower_SmallLake_WT_Y_Depth'])253 self.LakePond['Upper_SmallLake_WT_Y_Depth'] = float(self.LakePond['Upper_SmallLake_WT_Y_Depth'])254 self.LakePond['Lower_LargeLake_WT_M_Depth'] = float(self.LakePond['Lower_LargeLake_WT_M_Depth'])255 self.LakePond['Upper_LargeLake_WT_M_Depth'] = float(self.LakePond['Upper_LargeLake_WT_M_Depth'])256 self.LakePond['Lower_MediumLake_WT_M_Depth'] = float(self.LakePond['Lower_MediumLake_WT_M_Depth'])257 self.LakePond['Upper_MediumLake_WT_M_Depth'] = float(self.LakePond['Upper_MediumLake_WT_M_Depth'])258 self.LakePond['Lower_SmallLake_WT_M_Depth'] = float(self.LakePond['Lower_SmallLake_WT_M_Depth'])259 self.LakePond['Upper_SmallLake_WT_M_Depth'] = float(self.LakePond['Upper_SmallLake_WT_M_Depth']) 260 261 self.LakePond['Lower_LargeLake_WT_O_Depth'] = float(self.LakePond['Lower_LargeLake_WT_O_Depth'])262 self.LakePond['Upper_LargeLake_WT_O_Depth'] = float(self.LakePond['Upper_LargeLake_WT_O_Depth'])263 self.LakePond['Lower_MediumLake_WT_O_Depth'] = float(self.LakePond['Lower_MediumLake_WT_O_Depth'])264 self.LakePond['Upper_MediumLake_WT_O_Depth'] = float(self.LakePond['Upper_MediumLake_WT_O_Depth'])265 self.LakePond['Lower_SmallLake_WT_O_Depth'] = float(self.LakePond['Lower_SmallLake_WT_O_Depth'])266 self.LakePond['Upper_SmallLake_WT_O_Depth'] = float(self.LakePond['Upper_SmallLake_WT_O_Depth']) 267 self.LakePond['Lower_Lake_Depth'] = float(self.LakePond['Lower_Lake_Depth'])268 self.LakePond['Upper_Lake_Depth'] = float(self.LakePond['Upper_Lake_Depth'])269 self.LakePond['Uniform_Pond_Depth'] = float(self.LakePond['Uniform_Pond_Depth'])270 self.LakePond['Lower_Pond_Depth'] = float(self.LakePond['Lower_Pond_Depth'])271 self.LakePond['Upper_Pond_Depth'] = float(self.LakePond['Upper_Pond_Depth'])272 self.LakePond['Lower_Pond_WT_Y_Depth'] = float(self.LakePond['Lower_Pond_WT_Y_Depth'])273 self.LakePond['Upper_Pond_WT_Y_Depth'] = float(self.LakePond['Upper_Pond_WT_Y_Depth'])274 self.LakePond['Lower_Pond_WT_M_Depth'] = float(self.LakePond['Lower_Pond_WT_M_Depth'])275 self.LakePond['Upper_Pond_WT_M_Depth'] = float(self.LakePond['Upper_Pond_WT_M_Depth'])276 self.LakePond['Lower_Pond_WT_O_Depth'] = float(self.LakePond['Lower_Pond_WT_O_Depth'])277 self.LakePond['Upper_Pond_WT_O_Depth'] = float(self.LakePond['Upper_Pond_WT_O_Depth'])278 279 self.LakePond['Lake_Expansion'] = float(self.LakePond['Lake_Expansion'])280 self.LakePond['Pond_Expansion'] = float(self.LakePond['Pond_Expansion'])281 self.LakePond['LargeLake_WT_Y_Expansion'] = float(self.LakePond['LargeLake_WT_Y_Expansion'])282 self.LakePond['MediumLake_WT_Y_Expansion'] = float(self.LakePond['MediumLake_WT_Y_Expansion'])283 self.LakePond['SmallLake_WT_Y_Expansion'] = float(self.LakePond['SmallLake_WT_Y_Expansion'])284 self.LakePond['LargeLake_WT_M_Expansion'] = float(self.LakePond['LargeLake_WT_M_Expansion'])285 self.LakePond['MediumLake_WT_M_Expansion'] = float(self.LakePond['MediumLake_WT_M_Expansion'])286 self.LakePond['SmallLake_WT_M_Expansion'] = float(self.LakePond['SmallLake_WT_M_Expansion'])287 self.LakePond['LargeLake_WT_O_Expansion'] = float(self.LakePond['LargeLake_WT_O_Expansion'])288 self.LakePond['MediumLake_WT_O_Expansion'] = float(self.LakePond['MediumLake_WT_O_Expansion'])289 self.LakePond['SmallLake_WT_O_Expansion'] = float(self.LakePond['SmallLake_WT_O_Expansion'])290 self.LakePond['Pond_WT_Y_Expansion'] = float(self.LakePond['Pond_WT_Y_Expansion'])291 self.LakePond['Pond_WT_M_Expansion'] = float(self.LakePond['Pond_WT_M_Expansion'])292 self.LakePond['Pond_WT_O_Expansion'] = float(self.LakePond['Pond_WT_O_Expansion'])293 294 self.LakePond['Pond_Infill_Constant'] = float(self.LakePond['Pond_Infill_Constant'])295 self.LakePond['Pond_WT_Y_Infill_Constant'] = float(self.LakePond['Pond_WT_Y_Infill_Constant'])296 self.LakePond['Pond_WT_M_Infill_Constant'] = float(self.LakePond['Pond_WT_M_Infill_Constant'])297 self.LakePond['Pond_WT_O_Infill_Constant'] = float(self.LakePond['Pond_WT_O_Infill_Constant'])298 299 self.LakePond['ice_thickness_uniform_alpha'] = float(self.LakePond['ice_thickness_uniform_alpha'])300 self.LakePond['Lower_ice_thickness_alpha'] = float(self.LakePond['Lower_ice_thickness_alpha'])301 self.LakePond['Upper_ice_thickness_alpha'] = float(self.LakePond['Upper_ice_thickness_alpha'])302 self.LakePond['pond_growth_time_required'] = float(self.LakePond['pond_growth_time_required'])303 self.LakePond['Pond_WT_Y_growth_time_required'] = float(self.LakePond['Pond_WT_Y_growth_time_required'])304 self.LakePond['Pond_WT_M_growth_time_required'] = float(self.LakePond['Pond_WT_M_growth_time_required'])305 self.LakePond['Pond_WT_O_growth_time_required'] = float(self.LakePond['Pond_WT_O_growth_time_required'])306 307 self.LakePond['lake_depth_control'] = float(self.LakePond['lake_depth_control'])308 self.LakePond['LargeLake_WT_Y_depth_control'] = float(self.LakePond['LargeLake_WT_Y_depth_control'])309 self.LakePond['LargeLake_WT_M_depth_control'] = float(self.LakePond['LargeLake_WT_M_depth_control'])310 self.LakePond['LargeLake_WT_O_depth_control'] = float(self.LakePond['LargeLake_WT_O_depth_control'])311 self.LakePond['MediumLake_WT_Y_depth_control'] = float(self.LakePond['MediumLake_WT_Y_depth_control'])312 self.LakePond['MediumLake_WT_M_depth_control'] = float(self.LakePond['MediumLake_WT_M_depth_control'])313 self.LakePond['MediumLake_WT_O_depth_control'] = float(self.LakePond['MediumLake_WT_O_depth_control'])314 self.LakePond['SmallLake_WT_Y_depth_control'] = float(self.LakePond['SmallLake_WT_Y_depth_control'])315 self.LakePond['SmallLake_WT_M_depth_control'] = float(self.LakePond['SmallLake_WT_M_depth_control'])316 self.LakePond['SmallLake_WT_O_depth_control'] = float(self.LakePond['SmallLake_WT_O_depth_control'])317 318 self.LakePond['pond_depth_control'] = float(self.LakePond['pond_depth_control'])319 self.LakePond['Pond_WT_Y_depth_control'] = float(self.LakePond['Pond_WT_Y_depth_control'])320 self.LakePond['Pond_WT_M_depth_control'] = float(self.LakePond['Pond_WT_M_depth_control'])321 self.LakePond['Pond_WT_O_depth_control'] = float(self.LakePond['Pond_WT_O_depth_control'])322#===============================================================================323def Terrestrial_Barrow(self):324 print '..Reading General Terrestrial Parameters'325 """ Move to the control directory """326 self.Terrestrial = {}327 with open(self.Terrestrial_Control, 'r') as f:328 for line in f:329 if line.startswith('#'):330 continue331 else:332 (key, val) = line.split()333 self.Terrestrial[(key)] = val334 # Convert to strings if necessary335 self.Terrestrial['Drainage_Efficiency_Random_Value'] = \336 float(self.Terrestrial['Drainage_Efficiency_Random_Value'])337 self.Terrestrial['ALD_Distribution_Lower_Bound'] = \338 float(self.Terrestrial['ALD_Distribution_Lower_Bound'])339 self.Terrestrial['ALD_Distribution_Upper_Bound'] = \340 float(self.Terrestrial['ALD_Distribution_Upper_Bound'])341 #self.Terrestrial['Wet_NPG_PLF'] = float(self.Terrestrial['Wet_NPG_PLF'])342 #self.Terrestrial['Wet_LCP_PLF'] = float(self.Terrestrial['Wet_LCP_PLF'])343 #self.Terrestrial['Wet_CLC_PLF'] = float(self.Terrestrial['Wet_CLC_PLF'])344 #self.Terrestrial['Wet_FCP_PLF'] = float(self.Terrestrial['Wet_FCP_PLF'])345 #self.Terrestrial['Wet_HCP_PLF'] = float(self.Terrestrial['Wet_HCP_PLF'])346 #self.Terrestrial['Gra_NPG_PLF'] = float(self.Terrestrial['Gra_NPG_PLF'])347 #self.Terrestrial['Gra_LCP_PLF'] = float(self.Terrestrial['Gra_LCP_PLF'])348 #self.Terrestrial['Gra_FCP_PLF'] = float(self.Terrestrial['Gra_FCP_PLF'])349 #self.Terrestrial['Gra_HCP_PLF'] = float(self.Terrestrial['Gra_HCP_PLF'])350 #self.Terrestrial['Shr_NPG_PLF'] = float(self.Terrestrial['Shr_NPG_PLF'])351 #self.Terrestrial['Shr_LCP_PLF'] = float(self.Terrestrial['Shr_LCP_PLF'])352 #self.Terrestrial['Shr_FCP_PLF'] = float(self.Terrestrial['Shr_FCP_PLF'])353 #self.Terrestrial['Shr_HCP_PLF'] = float(self.Terrestrial['Shr_HCP_PLF'])354 #self.Terrestrial['Lakes_PLF'] = float(self.Terrestrial['Lakes_PLF'])355 #self.Terrestrial['Ponds_PLF'] = float(self.Terrestrial['Ponds_PLF'])356 self.Terrestrial['CLC_WT_Y_PLF'] = float(self.Terrestrial['CLC_WT_Y_PLF'])357 self.Terrestrial['CLC_WT_M_PLF'] = float(self.Terrestrial['CLC_WT_M_PLF'])358 self.Terrestrial['CLC_WT_O_PLF'] = float(self.Terrestrial['CLC_WT_O_PLF'])359 self.Terrestrial['CoastalWaters_WT_O_PLF'] = float(self.Terrestrial['CoastalWaters_WT_O_PLF']) 360 self.Terrestrial['DrainedSlope_WT_Y_PLF'] = float(self.Terrestrial['DrainedSlope_WT_Y_PLF'])361 self.Terrestrial['DrainedSlope_WT_M_PLF'] = float(self.Terrestrial['DrainedSlope_WT_M_PLF'])362 self.Terrestrial['DrainedSlope_WT_O_PLF'] = float(self.Terrestrial['DrainedSlope_WT_O_PLF']) 363 self.Terrestrial['FCP_WT_Y_PLF'] = float(self.Terrestrial['FCP_WT_Y_PLF'])364 self.Terrestrial['FCP_WT_M_PLF'] = float(self.Terrestrial['FCP_WT_M_PLF'])365 self.Terrestrial['FCP_WT_O_PLF'] = float(self.Terrestrial['FCP_WT_O_PLF']) 366 self.Terrestrial['HCP_WT_Y_PLF'] = float(self.Terrestrial['HCP_WT_Y_PLF'])367 self.Terrestrial['HCP_WT_M_PLF'] = float(self.Terrestrial['HCP_WT_M_PLF'])368 self.Terrestrial['HCP_WT_O_PLF'] = float(self.Terrestrial['HCP_WT_O_PLF']) 369 self.Terrestrial['LCP_WT_Y_PLF'] = float(self.Terrestrial['LCP_WT_Y_PLF'])370 self.Terrestrial['LCP_WT_M_PLF'] = float(self.Terrestrial['LCP_WT_M_PLF'])371 self.Terrestrial['LCP_WT_O_PLF'] = float(self.Terrestrial['LCP_WT_O_PLF']) 372 self.Terrestrial['Meadow_WT_Y_PLF'] = float(self.Terrestrial['Meadow_WT_Y_PLF'])373 self.Terrestrial['Meadow_WT_M_PLF'] = float(self.Terrestrial['Meadow_WT_M_PLF'])374 self.Terrestrial['Meadow_WT_O_PLF'] = float(self.Terrestrial['Meadow_WT_O_PLF']) 375 self.Terrestrial['NoData_WT_O_PLF'] = float(self.Terrestrial['NoData_WT_O_PLF']) 376 self.Terrestrial['SandDunes_WT_Y_PLF'] = float(self.Terrestrial['SandDunes_WT_Y_PLF'])377 self.Terrestrial['SandDunes_WT_M_PLF'] = float(self.Terrestrial['SandDunes_WT_M_PLF'])378 self.Terrestrial['SandDunes_WT_O_PLF'] = float(self.Terrestrial['SandDunes_WT_O_PLF'])379 self.Terrestrial['SaturatedBarrens_WT_Y_PLF'] = float(self.Terrestrial['SaturatedBarrens_WT_Y_PLF'])380 self.Terrestrial['SaturatedBarrens_WT_M_PLF'] = float(self.Terrestrial['SaturatedBarrens_WT_M_PLF'])381 self.Terrestrial['SaturatedBarrens_WT_O_PLF'] = float(self.Terrestrial['SaturatedBarrens_WT_O_PLF'])382 self.Terrestrial['Shrubs_WT_O_PLF'] = float(self.Terrestrial['Shrubs_WT_O_PLF'])383 self.Terrestrial['Urban_WT_PLF'] = float(self.Terrestrial['Urban_WT_PLF'])384 self.Terrestrial['LargeLakes_WT_Y_PLF'] = float(self.Terrestrial['LargeLakes_WT_Y_PLF'])385 self.Terrestrial['LargeLakes_WT_M_PLF'] = float(self.Terrestrial['LargeLakes_WT_M_PLF'])386 self.Terrestrial['LargeLakes_WT_O_PLF'] = float(self.Terrestrial['LargeLakes_WT_O_PLF']) 387 self.Terrestrial['MediumLakes_WT_Y_PLF'] = float(self.Terrestrial['MediumLakes_WT_Y_PLF'])388 self.Terrestrial['MediumLakes_WT_M_PLF'] = float(self.Terrestrial['MediumLakes_WT_M_PLF'])389 self.Terrestrial['MediumLakes_WT_O_PLF'] = float(self.Terrestrial['MediumLakes_WT_O_PLF']) 390 self.Terrestrial['SmallLakes_WT_Y_PLF'] = float(self.Terrestrial['SmallLakes_WT_Y_PLF'])391 self.Terrestrial['SmallLakes_WT_M_PLF'] = float(self.Terrestrial['SmallLakes_WT_M_PLF'])392 self.Terrestrial['SmallLakes_WT_O_PLF'] = float(self.Terrestrial['SmallLakes_WT_O_PLF']) 393 self.Terrestrial['Ponds_WT_Y_PLF'] = float(self.Terrestrial['Ponds_WT_Y_PLF'])394 self.Terrestrial['Ponds_WT_M_PLF'] = float(self.Terrestrial['Ponds_WT_M_PLF'])395 self.Terrestrial['Ponds_WT_O_PLF'] = float(self.Terrestrial['Ponds_WT_O_PLF']) 396 self.Terrestrial['Rivers_WT_Y_PLF'] = float(self.Terrestrial['Rivers_WT_Y_PLF'])397 self.Terrestrial['Rivers_WT_M_PLF'] = float(self.Terrestrial['Rivers_WT_M_PLF'])398 self.Terrestrial['Rivers_WT_O_PLF'] = float(self.Terrestrial['Rivers_WT_O_PLF']) 399#===============================================================================400def Terrestrial_Tanana(self):401 print '..Reading General Terrestrial Parameters'402 self.Terrestrial = {}403 with open(self.Terrestrial_Control, 'r') as f:404 for line in f:405 if line.startswith('#'):406 continue407 else:408 (key, val) = line.split()409 self.Terrestrial[(key)] = val410 # Convert to strings if necessary411 self.Terrestrial['Drainage_Efficiency_Random_Value'] = \412 float(self.Terrestrial['Drainage_Efficiency_Random_Value'])413 self.Terrestrial['ALD_Distribution_Lower_Bound'] = \414 float(self.Terrestrial['ALD_Distribution_Lower_Bound'])415 self.Terrestrial['ALD_Distribution_Upper_Bound'] = \416 float(self.Terrestrial['ALD_Distribution_Upper_Bound'])417 self.Terrestrial['TF_OB_PLF'] = float(self.Terrestrial['TF_OB_PLF'])418 self.Terrestrial['TF_YB_PLF'] = float(self.Terrestrial['TF_YB_PLF'])419 self.Terrestrial['TF_OF_PLF'] = float(self.Terrestrial['TF_OF_PLF'])420 self.Terrestrial['TF_YF_PLF'] = float(self.Terrestrial['TF_YF_PLF'])421 self.Terrestrial['TF_Dec_PP_PLF'] = float(self.Terrestrial['TF_Dec_PP_PLF'])422 self.Terrestrial['TF_Con_PP_PLF'] = float(self.Terrestrial['TF_Con_PP_PLF'])423 self.Terrestrial['TF_TL_PLF'] = float(self.Terrestrial['TF_TL_PLF'])424#==================================================================================425def Met(self):426 import read_degree_days427 import calc_degree_days428 import read_met_data429 430 print '..Reading General Meteorologic Parameters'431 """ Read files from the input directory """432 if self.Simulation_area.lower() == 'barrow':433 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\434 self.Control_directory+'/​')435 elif self.Simulation_area.lower() == 'arctic_coast':436 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic/​'+\437 self.Control_directory+'/​')438 elif self.Simulation_area.lower() == 'tanana':439 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\440 self.Control_directory+'/​')441 elif self.Simulation_area.lower() == 'yukon':442 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\443 self.Control_directory+'/​')444 elif self.Simulation_area.lower() == 'aiem':445 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM/​'+\446 self.Control_directory+'/​')447 elif self.Simulation_area.lower() == 'ngee':448 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE/​'+\449 self.Control_directory+'/​')450 self.Met = {}451 with open(self.Met_Control, 'r') as f:452 for line in f:453 if line.startswith('#'):454 continue455 else:456 (key, val) = line.split()457 self.Met[(key)] = val458 # Convert string variables if necessary459 self.Met['climate_block_lower_bound'] = int(self.Met['climate_block_lower_bound'])460 self.Met['climate_block_upper_bound'] = int(self.Met['climate_block_upper_bound'])461 self.Met['climate_event_probability'] = float(self.Met['climate_event_probability'])462 self.Met['pond_drain_rate_<0.01'] = float(self.Met['pond_drain_rate_<0.01'])463 self.Met['pond_drain_rate_0.01<0.1'] = float(self.Met['pond_drain_rate_0.01<0.1'])464 self.Met['pond_drain_rate_0.1<0.4'] = float(self.Met['pond_drain_rate_0.1<0.4'])465 self.Met['pond_drain_rate_0.1<1.0'] = float(self.Met['pond_drain_rate_0.4<1.0'])466 self.Met['lake_drain_rate_<0.01'] = float(self.Met['lake_drain_rate_<0.01'])467 self.Met['lake_drain_rate_0.01<0.1'] = float(self.Met['lake_drain_rate_0.01<0.1'])468 self.Met['lake_drain_rate_0.1<0.4'] = float(self.Met['lake_drain_rate_0.1<0.4'])469 self.Met['lake_drain_rate_0.4<1.0'] = float(self.Met['lake_drain_rate_0.4<1.0'])470 #-----------------------------------------------------471 # Read the Met Data472 #-----------------------------------------------------473 if self.Met['met_distribution'].lower() == 'point':474 self.met_file = self.Met['met_file_point']475 elif self.Met['met_distribution'].lower() == 'spatial':476 self.met_file = self.Met['met_file_distributed']477 print ' The meteorologic file to be used is :', self.met_file478 read_met_data.read_met_data(self)479 #_______________________________________480 # READ MET Data & Calculate Degree Days481 #_______________________________________482 if self.Met['degree_day_method'].lower() == 'read': # 'Read' file or 'Calc' from geotiff input483 read_degree_days.read_degree_days(self)484 else:485 calc_degree_days.calc_degree_days(self)486#====================================================================================487def run(self):488 if self.test_code.lower() == 'yes':489 self.stop = self.test_code_duration490 else:491 self.stop = int(self.ATTM_time_steps)492 493#====================================================================================494def initialize(self):495 print ' Initializing the model'496 497 if self.Simulation_area.lower() == 'barrow':498 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\499 self.control['Control_dir']+'/​')500 elif self.Simulation_area.lower() == 'tanana':501 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\502 self.control['Control_dir'])503 elif self.Simulation_area.lower() == 'yukon':504 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\505 self.control['Control_dir'])506 self.initialize = {}507 with open(self.Initialize_Control, 'r') as f:508 for line in f:509 if line.startswith('#'):510 continue511 else:512 (key, val) = line.split()513 self.initialize[(key)] = val514#====================================================================================515def CLC_WT(self):516 517 print ' ..Reading Wetland Tundra Coalescent Low Center Polygon Parameters'518 """ Read files from the input directory """519 if self.Simulation_area.lower() == 'barrow':520 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\521 self.Control_directory)522 elif self.Simulation_area.lower() == 'arctic_coast':523 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic/​'+\524 self.Control_directory)525 elif self.Simulation_area.lower() == 'tanana':526 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\527 self.Control_directory)528 elif self.Simulation_area.lower() == 'yukon':529 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\530 self.Control_directory)531 elif self.Simulation_area.lower() == 'aiem':532 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM/​'+\533 self.Control_directory)534 elif self.Simulation_area.lower() == 'ngee':535 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE/​'+\536 self.Control_directory)537 # - - - - - - - - - - - - - - - - - - - - - - - - -538 # Reading Young Age Parameters from Control file539 # - - - - - - - - - - - - - - - - - - - - - - - - -540 print ' .. Young age parameters'541 self.CLC_WT_Y = {}542 with open(self.CLC_WT_Y_Control, 'r') as f:543 for line in f:544 if line.startswith('#'):545 continue546 else:547 (key, val) = line.split()548 self.CLC_WT_Y[(key)] = val549 # Convert strings to floats as necessary550 self.CLC_WT_Y['A1_above'] = float(self.CLC_WT_Y['A1_above'])551 self.CLC_WT_Y['A2_above'] = float(self.CLC_WT_Y['A2_above'])552 self.CLC_WT_Y['x0_above'] = float(self.CLC_WT_Y['x0_above'])553 self.CLC_WT_Y['dx_above'] = float(self.CLC_WT_Y['dx_above'])554 self.CLC_WT_Y['A1_below'] = float(self.CLC_WT_Y['A1_below'])555 self.CLC_WT_Y['A2_below'] = float(self.CLC_WT_Y['A2_below'])556 self.CLC_WT_Y['x0_below'] = float(self.CLC_WT_Y['x0_below'])557 self.CLC_WT_Y['dx_below'] = float(self.CLC_WT_Y['dx_below'])558 self.CLC_WT_Y['a_above'] = float(self.CLC_WT_Y['a_above'])559 self.CLC_WT_Y['b_above'] = float(self.CLC_WT_Y['b_above'])560 self.CLC_WT_Y['a_below'] = float(self.CLC_WT_Y['a_below'])561 self.CLC_WT_Y['b_below'] = float(self.CLC_WT_Y['b_below'])562 self.CLC_WT_Y['K_above'] = float(self.CLC_WT_Y['K_above'])563 self.CLC_WT_Y['C_above'] = float(self.CLC_WT_Y['C_above'])564 self.CLC_WT_Y['A_above'] = float(self.CLC_WT_Y['A_above'])565 self.CLC_WT_Y['B_above'] = float(self.CLC_WT_Y['B_above'])566 self.CLC_WT_Y['K_below'] = float(self.CLC_WT_Y['K_below'])567 self.CLC_WT_Y['C_below'] = float(self.CLC_WT_Y['C_below'])568 self.CLC_WT_Y['A_below'] = float(self.CLC_WT_Y['A_below'])569 self.CLC_WT_Y['B_below'] = float(self.CLC_WT_Y['B_below'])570 self.CLC_WT_Y['HillB_above'] = float(self.CLC_WT_Y['HillB_above'])571 self.CLC_WT_Y['HillN_above'] = float(self.CLC_WT_Y['HillN_above'])572 self.CLC_WT_Y['HillB_below'] = float(self.CLC_WT_Y['HillB_below'])573 self.CLC_WT_Y['HillN_below'] = float(self.CLC_WT_Y['HillN_below'])574 self.CLC_WT_Y['max_terrain_transition'] = \575 float(self.CLC_WT_Y['max_terrain_transition'])576 self.CLC_WT_Y['ice_slope_poor'] = float(self.CLC_WT_Y['ice_slope_poor'])577 self.CLC_WT_Y['ice_slope_pore'] = float(self.CLC_WT_Y['ice_slope_pore'])578 self.CLC_WT_Y['ice_slope_wedge'] = float(self.CLC_WT_Y['ice_slope_wedge'])579 self.CLC_WT_Y['ice_slope_massive'] = float(self.CLC_WT_Y['ice_slope_massive'])580 self.CLC_WT_Y['porosity'] = float(self.CLC_WT_Y['porosity']) 581 # - - - - - - - - - - - - - - - - - - - - - - - - -582 # Reading Medium Age Parameters from Control file583 # - - - - - - - - - - - - - - - - - - - - - - - - -584 print ' .. Medium age parameters'585 586 self.CLC_WT_M = {}587 with open(self.CLC_WT_M_Control, 'r') as f:588 for line in f:589 if line.startswith('#'):590 continue591 else:592 (key, val) = line.split()593 self.CLC_WT_M[(key)] = val594 # Convert strings to floats as necessary595 self.CLC_WT_M['A1_above'] = float(self.CLC_WT_M['A1_above'])596 self.CLC_WT_M['A2_above'] = float(self.CLC_WT_M['A2_above'])597 self.CLC_WT_M['x0_above'] = float(self.CLC_WT_M['x0_above'])598 self.CLC_WT_M['dx_above'] = float(self.CLC_WT_M['dx_above'])599 self.CLC_WT_M['A1_below'] = float(self.CLC_WT_M['A1_below'])600 self.CLC_WT_M['A2_below'] = float(self.CLC_WT_M['A2_below'])601 self.CLC_WT_M['x0_below'] = float(self.CLC_WT_M['x0_below'])602 self.CLC_WT_M['dx_below'] = float(self.CLC_WT_M['dx_below'])603 self.CLC_WT_M['a_above'] = float(self.CLC_WT_M['a_above'])604 self.CLC_WT_M['b_above'] = float(self.CLC_WT_M['b_above'])605 self.CLC_WT_M['a_below'] = float(self.CLC_WT_M['a_below'])606 self.CLC_WT_M['b_below'] = float(self.CLC_WT_M['b_below'])607 self.CLC_WT_M['K_above'] = float(self.CLC_WT_M['K_above'])608 self.CLC_WT_M['C_above'] = float(self.CLC_WT_M['C_above'])609 self.CLC_WT_M['A_above'] = float(self.CLC_WT_M['A_above'])610 self.CLC_WT_M['B_above'] = float(self.CLC_WT_M['B_above'])611 self.CLC_WT_M['K_below'] = float(self.CLC_WT_M['K_below'])612 self.CLC_WT_M['C_below'] = float(self.CLC_WT_M['C_below'])613 self.CLC_WT_M['A_below'] = float(self.CLC_WT_M['A_below'])614 self.CLC_WT_M['B_below'] = float(self.CLC_WT_M['B_below'])615 self.CLC_WT_M['HillB_above'] = float(self.CLC_WT_M['HillB_above'])616 self.CLC_WT_M['HillN_above'] = float(self.CLC_WT_M['HillN_above'])617 self.CLC_WT_M['HillB_below'] = float(self.CLC_WT_M['HillB_below'])618 self.CLC_WT_M['HillN_below'] = float(self.CLC_WT_M['HillN_below'])619 self.CLC_WT_M['max_terrain_transition'] = \620 float(self.CLC_WT_M['max_terrain_transition'])621 self.CLC_WT_M['ice_slope_poor'] = float(self.CLC_WT_M['ice_slope_poor'])622 self.CLC_WT_M['ice_slope_pore'] = float(self.CLC_WT_M['ice_slope_pore'])623 self.CLC_WT_M['ice_slope_wedge'] = float(self.CLC_WT_M['ice_slope_wedge'])624 self.CLC_WT_M['ice_slope_massive'] = float(self.CLC_WT_M['ice_slope_massive'])625 self.CLC_WT_M['porosity'] = float(self.CLC_WT_M['porosity']) 626 # - - - - - - - - - - - - - - - - - - - - - - - - -627 # Reading Old Age Parameters from Control file628 # - - - - - - - - - - - - - - - - - - - - - - - - -629 print ' .. Old age parameters'630 631 self.CLC_WT_O = {}632 with open(self.CLC_WT_O_Control, 'r') as f:633 for line in f:634 if line.startswith('#'):635 continue636 else:637 (key, val) = line.split()638 self.CLC_WT_O[(key)] = val639 # Convert strings to floats as necessary640 self.CLC_WT_O['A1_above'] = float(self.CLC_WT_O['A1_above'])641 self.CLC_WT_O['A2_above'] = float(self.CLC_WT_O['A2_above'])642 self.CLC_WT_O['x0_above'] = float(self.CLC_WT_O['x0_above'])643 self.CLC_WT_O['dx_above'] = float(self.CLC_WT_O['dx_above'])644 self.CLC_WT_O['A1_below'] = float(self.CLC_WT_O['A1_below'])645 self.CLC_WT_O['A2_below'] = float(self.CLC_WT_O['A2_below'])646 self.CLC_WT_O['x0_below'] = float(self.CLC_WT_O['x0_below'])647 self.CLC_WT_O['dx_below'] = float(self.CLC_WT_O['dx_below'])648 self.CLC_WT_O['a_above'] = float(self.CLC_WT_O['a_above'])649 self.CLC_WT_O['b_above'] = float(self.CLC_WT_O['b_above'])650 self.CLC_WT_O['a_below'] = float(self.CLC_WT_O['a_below'])651 self.CLC_WT_O['b_below'] = float(self.CLC_WT_O['b_below'])652 self.CLC_WT_O['K_above'] = float(self.CLC_WT_O['K_above'])653 self.CLC_WT_O['C_above'] = float(self.CLC_WT_O['C_above'])654 self.CLC_WT_O['A_above'] = float(self.CLC_WT_O['A_above'])655 self.CLC_WT_O['B_above'] = float(self.CLC_WT_O['B_above'])656 self.CLC_WT_O['K_below'] = float(self.CLC_WT_O['K_below'])657 self.CLC_WT_O['C_below'] = float(self.CLC_WT_O['C_below'])658 self.CLC_WT_O['A_below'] = float(self.CLC_WT_O['A_below'])659 self.CLC_WT_O['B_below'] = float(self.CLC_WT_O['B_below'])660 self.CLC_WT_O['HillB_above'] = float(self.CLC_WT_O['HillB_above'])661 self.CLC_WT_O['HillN_above'] = float(self.CLC_WT_O['HillN_above'])662 self.CLC_WT_O['HillB_below'] = float(self.CLC_WT_O['HillB_below'])663 self.CLC_WT_O['HillN_below'] = float(self.CLC_WT_O['HillN_below'])664 self.CLC_WT_O['max_terrain_transition'] = \665 float(self.CLC_WT_O['max_terrain_transition'])666 self.CLC_WT_O['ice_slope_poor'] = float(self.CLC_WT_O['ice_slope_poor'])667 self.CLC_WT_O['ice_slope_pore'] = float(self.CLC_WT_O['ice_slope_pore'])668 self.CLC_WT_O['ice_slope_wedge'] = float(self.CLC_WT_O['ice_slope_wedge'])669 self.CLC_WT_O['ice_slope_massive'] = float(self.CLC_WT_O['ice_slope_massive'])670 self.CLC_WT_O['porosity'] = float(self.CLC_WT_O['porosity']) 671#====================================================================================672def CoastalWaters_WT(self):673 674 print ' ..Reading Wetland Tundra Coastal Waters Parameters'675 """ Read files from the input directory """676 if self.Simulation_area.lower() == 'barrow':677 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\678 self.Control_directory)679 elif self.Simulation_area.lower() == 'arctic_coast':680 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic/​'+\681 self.Control_directory)682 elif self.Simulation_area.lower() == 'tanana':683 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\684 self.Control_directory)685 elif self.Simulation_area.lower() == 'yukon':686 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\687 self.Control_directory)688 elif self.Simulation_area.lower() == 'aiem':689 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM/​'+\690 self.Control_directory)691 elif self.Simulation_area.lower() == 'ngee':692 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE/​'+\693 self.Control_directory)694 # - - - - - - - - - - - - - - - - - - - - - - - - -695 # Reading Old Age Parameters from Control file696 # - - - - - - - - - - - - - - - - - - - - - - - - -697 self.CoastalWaters_WT_O = {}698 with open(self.CoastalWaters_WT_O_Control, 'r') as f:699 for line in f:700 if line.startswith('#'):701 continue702 else:703 (key, val) = line.split()704 self.CoastalWaters_WT_O[(key)] = val705 # Convert strings to floats as necessary706 self.CoastalWaters_WT_O['A1_above'] = float(self.CoastalWaters_WT_O['A1_above'])707 self.CoastalWaters_WT_O['A2_above'] = float(self.CoastalWaters_WT_O['A2_above'])708 self.CoastalWaters_WT_O['x0_above'] = float(self.CoastalWaters_WT_O['x0_above'])709 self.CoastalWaters_WT_O['dx_above'] = float(self.CoastalWaters_WT_O['dx_above'])710 self.CoastalWaters_WT_O['A1_below'] = float(self.CoastalWaters_WT_O['A1_below'])711 self.CoastalWaters_WT_O['A2_below'] = float(self.CoastalWaters_WT_O['A2_below'])712 self.CoastalWaters_WT_O['x0_below'] = float(self.CoastalWaters_WT_O['x0_below'])713 self.CoastalWaters_WT_O['dx_below'] = float(self.CoastalWaters_WT_O['dx_below'])714 self.CoastalWaters_WT_O['a_above'] = float(self.CoastalWaters_WT_O['a_above'])715 self.CoastalWaters_WT_O['b_above'] = float(self.CoastalWaters_WT_O['b_above'])716 self.CoastalWaters_WT_O['a_below'] = float(self.CoastalWaters_WT_O['a_below'])717 self.CoastalWaters_WT_O['b_below'] = float(self.CoastalWaters_WT_O['b_below'])718 self.CoastalWaters_WT_O['K_above'] = float(self.CoastalWaters_WT_O['K_above'])719 self.CoastalWaters_WT_O['C_above'] = float(self.CoastalWaters_WT_O['C_above'])720 self.CoastalWaters_WT_O['A_above'] = float(self.CoastalWaters_WT_O['A_above'])721 self.CoastalWaters_WT_O['B_above'] = float(self.CoastalWaters_WT_O['B_above'])722 self.CoastalWaters_WT_O['K_below'] = float(self.CoastalWaters_WT_O['K_below'])723 self.CoastalWaters_WT_O['C_below'] = float(self.CoastalWaters_WT_O['C_below'])724 self.CoastalWaters_WT_O['A_below'] = float(self.CoastalWaters_WT_O['A_below'])725 self.CoastalWaters_WT_O['B_below'] = float(self.CoastalWaters_WT_O['B_below'])726 self.CoastalWaters_WT_O['HillB_above'] = float(self.CoastalWaters_WT_O['HillB_above'])727 self.CoastalWaters_WT_O['HillN_above'] = float(self.CoastalWaters_WT_O['HillN_above'])728 self.CoastalWaters_WT_O['HillB_below'] = float(self.CoastalWaters_WT_O['HillB_below'])729 self.CoastalWaters_WT_O['HillN_below'] = float(self.CoastalWaters_WT_O['HillN_below'])730 self.CoastalWaters_WT_O['max_terrain_transition'] = \731 float(self.CoastalWaters_WT_O['max_terrain_transition'])732 self.CoastalWaters_WT_O['ice_slope_poor'] = float(self.CoastalWaters_WT_O['ice_slope_poor'])733 self.CoastalWaters_WT_O['ice_slope_pore'] = float(self.CoastalWaters_WT_O['ice_slope_pore'])734 self.CoastalWaters_WT_O['ice_slope_wedge'] = float(self.CoastalWaters_WT_O['ice_slope_wedge'])735 self.CoastalWaters_WT_O['ice_slope_massive'] = float(self.CoastalWaters_WT_O['ice_slope_massive'])736 self.CoastalWaters_WT_O['porosity'] = float(self.CoastalWaters_WT_O['porosity']) 737#====================================================================================738def DrainedSlope_WT(self):739 740 print ' ..Reading Wetland Tundra Drained Slope Parameters'741 """ Read files from the input directory """742 if self.Simulation_area.lower() == 'barrow':743 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\744 self.Control_directory)745 elif self.Simulation_area.lower() == 'arctic_coast':746 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic/​'+\747 self.Control_directory)748 elif self.Simulation_area.lower() == 'tanana':749 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\750 self.Control_directory)751 elif self.Simulation_area.lower() == 'yukon':752 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\753 self.Control_directory)754 elif self.Simulation_area.lower() == 'aiem':755 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM/​'+\756 self.Control_directory)757 elif self.Simulation_area.lower() == 'ngee':758 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE/​'+\759 self.Control_directory)760 # - - - - - - - - - - - - - - - - - - - - - - - - -761 # Reading Young Age Parameters from Control file762 # - - - - - - - - - - - - - - - - - - - - - - - - -763 print ' .. Young age parameters'764 765 self.DrainedSlope_WT_Y = {}766 with open(self.DrainedSlope_WT_Y_Control, 'r') as f:767 for line in f:768 if line.startswith('#'):769 continue770 else:771 (key, val) = line.split()772 self.DrainedSlope_WT_Y[(key)] = val773 # Convert strings to floats as necessary774 self.DrainedSlope_WT_Y['A1_above'] = float(self.DrainedSlope_WT_Y['A1_above'])775 self.DrainedSlope_WT_Y['A2_above'] = float(self.DrainedSlope_WT_Y['A2_above'])776 self.DrainedSlope_WT_Y['x0_above'] = float(self.DrainedSlope_WT_Y['x0_above'])777 self.DrainedSlope_WT_Y['dx_above'] = float(self.DrainedSlope_WT_Y['dx_above'])778 self.DrainedSlope_WT_Y['A1_below'] = float(self.DrainedSlope_WT_Y['A1_below'])779 self.DrainedSlope_WT_Y['A2_below'] = float(self.DrainedSlope_WT_Y['A2_below'])780 self.DrainedSlope_WT_Y['x0_below'] = float(self.DrainedSlope_WT_Y['x0_below'])781 self.DrainedSlope_WT_Y['dx_below'] = float(self.DrainedSlope_WT_Y['dx_below'])782 self.DrainedSlope_WT_Y['a_above'] = float(self.DrainedSlope_WT_Y['a_above'])783 self.DrainedSlope_WT_Y['b_above'] = float(self.DrainedSlope_WT_Y['b_above'])784 self.DrainedSlope_WT_Y['a_below'] = float(self.DrainedSlope_WT_Y['a_below'])785 self.DrainedSlope_WT_Y['b_below'] = float(self.DrainedSlope_WT_Y['b_below'])786 self.DrainedSlope_WT_Y['K_above'] = float(self.DrainedSlope_WT_Y['K_above'])787 self.DrainedSlope_WT_Y['C_above'] = float(self.DrainedSlope_WT_Y['C_above'])788 self.DrainedSlope_WT_Y['A_above'] = float(self.DrainedSlope_WT_Y['A_above'])789 self.DrainedSlope_WT_Y['B_above'] = float(self.DrainedSlope_WT_Y['B_above'])790 self.DrainedSlope_WT_Y['K_below'] = float(self.DrainedSlope_WT_Y['K_below'])791 self.DrainedSlope_WT_Y['C_below'] = float(self.DrainedSlope_WT_Y['C_below'])792 self.DrainedSlope_WT_Y['A_below'] = float(self.DrainedSlope_WT_Y['A_below'])793 self.DrainedSlope_WT_Y['B_below'] = float(self.DrainedSlope_WT_Y['B_below'])794 self.DrainedSlope_WT_Y['HillB_above'] = float(self.DrainedSlope_WT_Y['HillB_above'])795 self.DrainedSlope_WT_Y['HillN_above'] = float(self.DrainedSlope_WT_Y['HillN_above'])796 self.DrainedSlope_WT_Y['HillB_below'] = float(self.DrainedSlope_WT_Y['HillB_below'])797 self.DrainedSlope_WT_Y['HillN_below'] = float(self.DrainedSlope_WT_Y['HillN_below'])798 self.DrainedSlope_WT_Y['max_terrain_transition'] = \799 float(self.DrainedSlope_WT_Y['max_terrain_transition'])800 self.DrainedSlope_WT_Y['ice_slope_poor'] = float(self.DrainedSlope_WT_Y['ice_slope_poor'])801 self.DrainedSlope_WT_Y['ice_slope_pore'] = float(self.DrainedSlope_WT_Y['ice_slope_pore'])802 self.DrainedSlope_WT_Y['ice_slope_wedge'] = float(self.DrainedSlope_WT_Y['ice_slope_wedge'])803 self.DrainedSlope_WT_Y['ice_slope_massive'] = float(self.DrainedSlope_WT_Y['ice_slope_massive'])804 self.DrainedSlope_WT_Y['porosity'] = float(self.DrainedSlope_WT_Y['porosity']) 805 # - - - - - - - - - - - - - - - - - - - - - - - - -806 # Reading Medium Age Parameters from Control file807 # - - - - - - - - - - - - - - - - - - - - - - - - -808 print ' .. Medium age parameters'809 810 self.DrainedSlope_WT_M = {}811 with open(self.DrainedSlope_WT_M_Control, 'r') as f:812 for line in f:813 if line.startswith('#'):814 continue815 else:816 (key, val) = line.split()817 self.DrainedSlope_WT_M[(key)] = val818 # Convert strings to floats as necessary819 self.DrainedSlope_WT_M['A1_above'] = float(self.DrainedSlope_WT_M['A1_above'])820 self.DrainedSlope_WT_M['A2_above'] = float(self.DrainedSlope_WT_M['A2_above'])821 self.DrainedSlope_WT_M['x0_above'] = float(self.DrainedSlope_WT_M['x0_above'])822 self.DrainedSlope_WT_M['dx_above'] = float(self.DrainedSlope_WT_M['dx_above'])823 self.DrainedSlope_WT_M['A1_below'] = float(self.DrainedSlope_WT_M['A1_below'])824 self.DrainedSlope_WT_M['A2_below'] = float(self.DrainedSlope_WT_M['A2_below'])825 self.DrainedSlope_WT_M['x0_below'] = float(self.DrainedSlope_WT_M['x0_below'])826 self.DrainedSlope_WT_M['dx_below'] = float(self.DrainedSlope_WT_M['dx_below'])827 self.DrainedSlope_WT_M['a_above'] = float(self.DrainedSlope_WT_M['a_above'])828 self.DrainedSlope_WT_M['b_above'] = float(self.DrainedSlope_WT_M['b_above'])829 self.DrainedSlope_WT_M['a_below'] = float(self.DrainedSlope_WT_M['a_below'])830 self.DrainedSlope_WT_M['b_below'] = float(self.DrainedSlope_WT_M['b_below'])831 self.DrainedSlope_WT_M['K_above'] = float(self.DrainedSlope_WT_M['K_above'])832 self.DrainedSlope_WT_M['C_above'] = float(self.DrainedSlope_WT_M['C_above'])833 self.DrainedSlope_WT_M['A_above'] = float(self.DrainedSlope_WT_M['A_above'])834 self.DrainedSlope_WT_M['B_above'] = float(self.DrainedSlope_WT_M['B_above'])835 self.DrainedSlope_WT_M['K_below'] = float(self.DrainedSlope_WT_M['K_below'])836 self.DrainedSlope_WT_M['C_below'] = float(self.DrainedSlope_WT_M['C_below'])837 self.DrainedSlope_WT_M['A_below'] = float(self.DrainedSlope_WT_M['A_below'])838 self.DrainedSlope_WT_M['B_below'] = float(self.DrainedSlope_WT_M['B_below'])839 self.DrainedSlope_WT_M['HillB_above'] = float(self.DrainedSlope_WT_M['HillB_above'])840 self.DrainedSlope_WT_M['HillN_above'] = float(self.DrainedSlope_WT_M['HillN_above'])841 self.DrainedSlope_WT_M['HillB_below'] = float(self.DrainedSlope_WT_M['HillB_below'])842 self.DrainedSlope_WT_M['HillN_below'] = float(self.DrainedSlope_WT_M['HillN_below'])843 self.DrainedSlope_WT_M['max_terrain_transition'] = \844 float(self.DrainedSlope_WT_M['max_terrain_transition'])845 self.DrainedSlope_WT_M['ice_slope_poor'] = float(self.DrainedSlope_WT_M['ice_slope_poor'])846 self.DrainedSlope_WT_M['ice_slope_pore'] = float(self.DrainedSlope_WT_M['ice_slope_pore'])847 self.DrainedSlope_WT_M['ice_slope_wedge'] = float(self.DrainedSlope_WT_M['ice_slope_wedge'])848 self.DrainedSlope_WT_M['ice_slope_massive'] = float(self.DrainedSlope_WT_M['ice_slope_massive'])849 self.DrainedSlope_WT_M['porosity'] = float(self.DrainedSlope_WT_M['porosity']) 850 # - - - - - - - - - - - - - - - - - - - - - - - - -851 # Reading Old Age Parameters from Control file852 # - - - - - - - - - - - - - - - - - - - - - - - - -853 print ' .. Old age parameters'854 855 self.DrainedSlope_WT_O = {}856 with open(self.DrainedSlope_WT_O_Control, 'r') as f:857 for line in f:858 if line.startswith('#'):859 continue860 else:861 (key, val) = line.split()862 self.DrainedSlope_WT_O[(key)] = val863 # Convert strings to floats as necessary864 self.DrainedSlope_WT_O['A1_above'] = float(self.DrainedSlope_WT_O['A1_above'])865 self.DrainedSlope_WT_O['A2_above'] = float(self.DrainedSlope_WT_O['A2_above'])866 self.DrainedSlope_WT_O['x0_above'] = float(self.DrainedSlope_WT_O['x0_above'])867 self.DrainedSlope_WT_O['dx_above'] = float(self.DrainedSlope_WT_O['dx_above'])868 self.DrainedSlope_WT_O['A1_below'] = float(self.DrainedSlope_WT_O['A1_below'])869 self.DrainedSlope_WT_O['A2_below'] = float(self.DrainedSlope_WT_O['A2_below'])870 self.DrainedSlope_WT_O['x0_below'] = float(self.DrainedSlope_WT_O['x0_below'])871 self.DrainedSlope_WT_O['dx_below'] = float(self.DrainedSlope_WT_O['dx_below'])872 self.DrainedSlope_WT_O['a_above'] = float(self.DrainedSlope_WT_O['a_above'])873 self.DrainedSlope_WT_O['b_above'] = float(self.DrainedSlope_WT_O['b_above'])874 self.DrainedSlope_WT_O['a_below'] = float(self.DrainedSlope_WT_O['a_below'])875 self.DrainedSlope_WT_O['b_below'] = float(self.DrainedSlope_WT_O['b_below'])876 self.DrainedSlope_WT_O['K_above'] = float(self.DrainedSlope_WT_O['K_above'])877 self.DrainedSlope_WT_O['C_above'] = float(self.DrainedSlope_WT_O['C_above'])878 self.DrainedSlope_WT_O['A_above'] = float(self.DrainedSlope_WT_O['A_above'])879 self.DrainedSlope_WT_O['B_above'] = float(self.DrainedSlope_WT_O['B_above'])880 self.DrainedSlope_WT_O['K_below'] = float(self.DrainedSlope_WT_O['K_below'])881 self.DrainedSlope_WT_O['C_below'] = float(self.DrainedSlope_WT_O['C_below'])882 self.DrainedSlope_WT_O['A_below'] = float(self.DrainedSlope_WT_O['A_below'])883 self.DrainedSlope_WT_O['B_below'] = float(self.DrainedSlope_WT_O['B_below'])884 self.DrainedSlope_WT_O['HillB_above'] = float(self.DrainedSlope_WT_O['HillB_above'])885 self.DrainedSlope_WT_O['HillN_above'] = float(self.DrainedSlope_WT_O['HillN_above'])886 self.DrainedSlope_WT_O['HillB_below'] = float(self.DrainedSlope_WT_O['HillB_below'])887 self.DrainedSlope_WT_O['HillN_below'] = float(self.DrainedSlope_WT_O['HillN_below'])888 self.DrainedSlope_WT_O['max_terrain_transition'] = \889 float(self.DrainedSlope_WT_O['max_terrain_transition'])890 self.DrainedSlope_WT_O['ice_slope_poor'] = float(self.DrainedSlope_WT_O['ice_slope_poor'])891 self.DrainedSlope_WT_O['ice_slope_pore'] = float(self.DrainedSlope_WT_O['ice_slope_pore'])892 self.DrainedSlope_WT_O['ice_slope_wedge'] = float(self.DrainedSlope_WT_O['ice_slope_wedge'])893 self.DrainedSlope_WT_O['ice_slope_massive'] = float(self.DrainedSlope_WT_O['ice_slope_massive'])894 self.DrainedSlope_WT_O['porosity'] = float(self.DrainedSlope_WT_O['porosity']) 895#====================================================================================896def FCP_WT(self):897 898 print ' ..Reading Wetland Tundra Flat Center Polygon Parameters'899 """ Read files from the input directory """900 if self.Simulation_area.lower() == 'barrow':901 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\902 self.Control_directory)903 elif self.Simulation_area.lower() == 'arctic_coast':904 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic/​'+\905 self.Control_directory)906 elif self.Simulation_area.lower() == 'tanana':907 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\908 self.Control_directory)909 elif self.Simulation_area.lower() == 'yukon':910 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\911 self.Control_directory)912 elif self.Simulation_area.lower() == 'aiem':913 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM/​'+\914 self.Control_directory)915 elif self.Simulation_area.lower() == 'ngee':916 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE/​'+\917 self.Control_directory)918 # - - - - - - - - - - - - - - - - - - - - - - - - -919 # Reading Young Age Parameters from Control file920 # - - - - - - - - - - - - - - - - - - - - - - - - -921 print ' .. Young age parameters'922 923 self.FCP_WT_Y = {}924 with open(self.FCP_WT_Y_Control, 'r') as f:925 for line in f:926 if line.startswith('#'):927 continue928 else:929 (key, val) = line.split()930 self.FCP_WT_Y[(key)] = val931 # Convert strings to floats as necessary932 self.FCP_WT_Y['A1_above'] = float(self.FCP_WT_Y['A1_above'])933 self.FCP_WT_Y['A2_above'] = float(self.FCP_WT_Y['A2_above'])934 self.FCP_WT_Y['x0_above'] = float(self.FCP_WT_Y['x0_above'])935 self.FCP_WT_Y['dx_above'] = float(self.FCP_WT_Y['dx_above'])936 self.FCP_WT_Y['A1_below'] = float(self.FCP_WT_Y['A1_below'])937 self.FCP_WT_Y['A2_below'] = float(self.FCP_WT_Y['A2_below'])938 self.FCP_WT_Y['x0_below'] = float(self.FCP_WT_Y['x0_below'])939 self.FCP_WT_Y['dx_below'] = float(self.FCP_WT_Y['dx_below'])940 self.FCP_WT_Y['a_above'] = float(self.FCP_WT_Y['a_above'])941 self.FCP_WT_Y['b_above'] = float(self.FCP_WT_Y['b_above'])942 self.FCP_WT_Y['a_below'] = float(self.FCP_WT_Y['a_below'])943 self.FCP_WT_Y['b_below'] = float(self.FCP_WT_Y['b_below'])944 self.FCP_WT_Y['K_above'] = float(self.FCP_WT_Y['K_above'])945 self.FCP_WT_Y['C_above'] = float(self.FCP_WT_Y['C_above'])946 self.FCP_WT_Y['A_above'] = float(self.FCP_WT_Y['A_above'])947 self.FCP_WT_Y['B_above'] = float(self.FCP_WT_Y['B_above'])948 self.FCP_WT_Y['K_below'] = float(self.FCP_WT_Y['K_below'])949 self.FCP_WT_Y['C_below'] = float(self.FCP_WT_Y['C_below'])950 self.FCP_WT_Y['A_below'] = float(self.FCP_WT_Y['A_below'])951 self.FCP_WT_Y['B_below'] = float(self.FCP_WT_Y['B_below'])952 self.FCP_WT_Y['HillB_above'] = float(self.FCP_WT_Y['HillB_above'])953 self.FCP_WT_Y['HillN_above'] = float(self.FCP_WT_Y['HillN_above'])954 self.FCP_WT_Y['HillB_below'] = float(self.FCP_WT_Y['HillB_below'])955 self.FCP_WT_Y['HillN_below'] = float(self.FCP_WT_Y['HillN_below'])956 self.FCP_WT_Y['max_terrain_transition'] = \957 float(self.FCP_WT_Y['max_terrain_transition'])958 self.FCP_WT_Y['ice_slope_poor'] = float(self.FCP_WT_Y['ice_slope_poor'])959 self.FCP_WT_Y['ice_slope_pore'] = float(self.FCP_WT_Y['ice_slope_pore'])960 self.FCP_WT_Y['ice_slope_wedge'] = float(self.FCP_WT_Y['ice_slope_wedge'])961 self.FCP_WT_Y['ice_slope_massive'] = float(self.FCP_WT_Y['ice_slope_massive'])962 self.FCP_WT_Y['porosity'] = float(self.FCP_WT_Y['porosity']) 963 # - - - - - - - - - - - - - - - - - - - - - - - - -964 # Reading Medium Age Parameters from Control file965 # - - - - - - - - - - - - - - - - - - - - - - - - -966 print ' .. Medium age parameters'967 968 self.FCP_WT_M = {}969 with open(self.FCP_WT_M_Control, 'r') as f:970 for line in f:971 if line.startswith('#'):972 continue973 else:974 (key, val) = line.split()975 self.FCP_WT_M[(key)] = val976 # Convert strings to floats as necessary977 self.FCP_WT_M['A1_above'] = float(self.FCP_WT_M['A1_above'])978 self.FCP_WT_M['A2_above'] = float(self.FCP_WT_M['A2_above'])979 self.FCP_WT_M['x0_above'] = float(self.FCP_WT_M['x0_above'])980 self.FCP_WT_M['dx_above'] = float(self.FCP_WT_M['dx_above'])981 self.FCP_WT_M['A1_below'] = float(self.FCP_WT_M['A1_below'])982 self.FCP_WT_M['A2_below'] = float(self.FCP_WT_M['A2_below'])983 self.FCP_WT_M['x0_below'] = float(self.FCP_WT_M['x0_below'])984 self.FCP_WT_M['dx_below'] = float(self.FCP_WT_M['dx_below'])985 self.FCP_WT_M['a_above'] = float(self.FCP_WT_M['a_above'])986 self.FCP_WT_M['b_above'] = float(self.FCP_WT_M['b_above'])987 self.FCP_WT_M['a_below'] = float(self.FCP_WT_M['a_below'])988 self.FCP_WT_M['b_below'] = float(self.FCP_WT_M['b_below'])989 self.FCP_WT_M['K_above'] = float(self.FCP_WT_M['K_above'])990 self.FCP_WT_M['C_above'] = float(self.FCP_WT_M['C_above'])991 self.FCP_WT_M['A_above'] = float(self.FCP_WT_M['A_above'])992 self.FCP_WT_M['B_above'] = float(self.FCP_WT_M['B_above'])993 self.FCP_WT_M['K_below'] = float(self.FCP_WT_M['K_below'])994 self.FCP_WT_M['C_below'] = float(self.FCP_WT_M['C_below'])995 self.FCP_WT_M['A_below'] = float(self.FCP_WT_M['A_below'])996 self.FCP_WT_M['B_below'] = float(self.FCP_WT_M['B_below'])997 self.FCP_WT_M['HillB_above'] = float(self.FCP_WT_M['HillB_above'])998 self.FCP_WT_M['HillN_above'] = float(self.FCP_WT_M['HillN_above'])999 self.FCP_WT_M['HillB_below'] = float(self.FCP_WT_M['HillB_below'])1000 self.FCP_WT_M['HillN_below'] = float(self.FCP_WT_M['HillN_below'])1001 self.FCP_WT_M['max_terrain_transition'] = \1002 float(self.FCP_WT_M['max_terrain_transition'])1003 self.FCP_WT_M['ice_slope_poor'] = float(self.FCP_WT_M['ice_slope_poor'])1004 self.FCP_WT_M['ice_slope_pore'] = float(self.FCP_WT_M['ice_slope_pore'])1005 self.FCP_WT_M['ice_slope_wedge'] = float(self.FCP_WT_M['ice_slope_wedge'])1006 self.FCP_WT_M['ice_slope_massive'] = float(self.FCP_WT_M['ice_slope_massive'])1007 self.FCP_WT_M['porosity'] = float(self.FCP_WT_M['porosity']) 1008 # - - - - - - - - - - - - - - - - - - - - - - - - -1009 # Reading Old Age Parameters from Control file1010 # - - - - - - - - - - - - - - - - - - - - - - - - -1011 print ' .. Old age parameters'1012 1013 self.FCP_WT_O = {}1014 with open(self.FCP_WT_O_Control, 'r') as f:1015 for line in f:1016 if line.startswith('#'):1017 continue1018 else:1019 (key, val) = line.split()1020 self.FCP_WT_O[(key)] = val1021 # Convert strings to floats as necessary1022 self.FCP_WT_O['A1_above'] = float(self.FCP_WT_O['A1_above'])1023 self.FCP_WT_O['A2_above'] = float(self.FCP_WT_O['A2_above'])1024 self.FCP_WT_O['x0_above'] = float(self.FCP_WT_O['x0_above'])1025 self.FCP_WT_O['dx_above'] = float(self.FCP_WT_O['dx_above'])1026 self.FCP_WT_O['A1_below'] = float(self.FCP_WT_O['A1_below'])1027 self.FCP_WT_O['A2_below'] = float(self.FCP_WT_O['A2_below'])1028 self.FCP_WT_O['x0_below'] = float(self.FCP_WT_O['x0_below'])1029 self.FCP_WT_O['dx_below'] = float(self.FCP_WT_O['dx_below'])1030 self.FCP_WT_O['a_above'] = float(self.FCP_WT_O['a_above'])1031 self.FCP_WT_O['b_above'] = float(self.FCP_WT_O['b_above'])1032 self.FCP_WT_O['a_below'] = float(self.FCP_WT_O['a_below'])1033 self.FCP_WT_O['b_below'] = float(self.FCP_WT_O['b_below'])1034 self.FCP_WT_O['K_above'] = float(self.FCP_WT_O['K_above'])1035 self.FCP_WT_O['C_above'] = float(self.FCP_WT_O['C_above'])1036 self.FCP_WT_O['A_above'] = float(self.FCP_WT_O['A_above'])1037 self.FCP_WT_O['B_above'] = float(self.FCP_WT_O['B_above'])1038 self.FCP_WT_O['K_below'] = float(self.FCP_WT_O['K_below'])1039 self.FCP_WT_O['C_below'] = float(self.FCP_WT_O['C_below'])1040 self.FCP_WT_O['A_below'] = float(self.FCP_WT_O['A_below'])1041 self.FCP_WT_O['B_below'] = float(self.FCP_WT_O['B_below'])1042 self.FCP_WT_O['HillB_above'] = float(self.FCP_WT_O['HillB_above'])1043 self.FCP_WT_O['HillN_above'] = float(self.FCP_WT_O['HillN_above'])1044 self.FCP_WT_O['HillB_below'] = float(self.FCP_WT_O['HillB_below'])1045 self.FCP_WT_O['HillN_below'] = float(self.FCP_WT_O['HillN_below'])1046 self.FCP_WT_O['max_terrain_transition'] = \1047 float(self.FCP_WT_O['max_terrain_transition'])1048 self.FCP_WT_O['ice_slope_poor'] = float(self.FCP_WT_O['ice_slope_poor'])1049 self.FCP_WT_O['ice_slope_pore'] = float(self.FCP_WT_O['ice_slope_pore'])1050 self.FCP_WT_O['ice_slope_wedge'] = float(self.FCP_WT_O['ice_slope_wedge'])1051 self.FCP_WT_O['ice_slope_massive'] = float(self.FCP_WT_O['ice_slope_massive'])1052 self.FCP_WT_O['porosity'] = float(self.FCP_WT_O['porosity']) 1053#====================================================================================1054def HCP_WT(self):1055 1056 print ' ..Reading Wetland Tundra High Center Polygon Parameters'1057 """ Read files from the input directory """1058 if self.Simulation_area.lower() == 'barrow':1059 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\1060 self.Control_directory)1061 elif self.Simulation_area.lower() == 'arctic_coast':1062 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic/​'+\1063 self.Control_directory)1064 elif self.Simulation_area.lower() == 'tanana':1065 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\1066 self.Control_directory)1067 elif self.Simulation_area.lower() == 'yukon':1068 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\1069 self.Control_directory)1070 elif self.Simulation_area.lower() == 'aiem':1071 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM/​'+\1072 self.Control_directory)1073 elif self.Simulation_area.lower() == 'ngee':1074 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE/​'+\1075 self.Control_directory)1076 # - - - - - - - - - - - - - - - - - - - - - - - - -1077 # Reading Young Age Parameters from Control file1078 # - - - - - - - - - - - - - - - - - - - - - - - - -1079 print ' .. Young age parameters'1080 1081 self.HCP_WT_Y = {}1082 with open(self.HCP_WT_Y_Control, 'r') as f:1083 for line in f:1084 if line.startswith('#'):1085 continue1086 else:1087 (key, val) = line.split()1088 self.HCP_WT_Y[(key)] = val1089 # Convert strings to floats as necessary1090 self.HCP_WT_Y['A1_above'] = float(self.HCP_WT_Y['A1_above'])1091 self.HCP_WT_Y['A2_above'] = float(self.HCP_WT_Y['A2_above'])1092 self.HCP_WT_Y['x0_above'] = float(self.HCP_WT_Y['x0_above'])1093 self.HCP_WT_Y['dx_above'] = float(self.HCP_WT_Y['dx_above'])1094 self.HCP_WT_Y['A1_below'] = float(self.HCP_WT_Y['A1_below'])1095 self.HCP_WT_Y['A2_below'] = float(self.HCP_WT_Y['A2_below'])1096 self.HCP_WT_Y['x0_below'] = float(self.HCP_WT_Y['x0_below'])1097 self.HCP_WT_Y['dx_below'] = float(self.HCP_WT_Y['dx_below'])1098 self.HCP_WT_Y['a_above'] = float(self.HCP_WT_Y['a_above'])1099 self.HCP_WT_Y['b_above'] = float(self.HCP_WT_Y['b_above'])1100 self.HCP_WT_Y['a_below'] = float(self.HCP_WT_Y['a_below'])1101 self.HCP_WT_Y['b_below'] = float(self.HCP_WT_Y['b_below'])1102 self.HCP_WT_Y['K_above'] = float(self.HCP_WT_Y['K_above'])1103 self.HCP_WT_Y['C_above'] = float(self.HCP_WT_Y['C_above'])1104 self.HCP_WT_Y['A_above'] = float(self.HCP_WT_Y['A_above'])1105 self.HCP_WT_Y['B_above'] = float(self.HCP_WT_Y['B_above'])1106 self.HCP_WT_Y['K_below'] = float(self.HCP_WT_Y['K_below'])1107 self.HCP_WT_Y['C_below'] = float(self.HCP_WT_Y['C_below'])1108 self.HCP_WT_Y['A_below'] = float(self.HCP_WT_Y['A_below'])1109 self.HCP_WT_Y['B_below'] = float(self.HCP_WT_Y['B_below'])1110 self.HCP_WT_Y['HillB_above'] = float(self.HCP_WT_Y['HillB_above'])1111 self.HCP_WT_Y['HillN_above'] = float(self.HCP_WT_Y['HillN_above'])1112 self.HCP_WT_Y['HillB_below'] = float(self.HCP_WT_Y['HillB_below'])1113 self.HCP_WT_Y['HillN_below'] = float(self.HCP_WT_Y['HillN_below'])1114 self.HCP_WT_Y['max_terrain_transition'] = \1115 float(self.HCP_WT_Y['max_terrain_transition'])1116 self.HCP_WT_Y['ice_slope_poor'] = float(self.HCP_WT_Y['ice_slope_poor'])1117 self.HCP_WT_Y['ice_slope_pore'] = float(self.HCP_WT_Y['ice_slope_pore'])1118 self.HCP_WT_Y['ice_slope_wedge'] = float(self.HCP_WT_Y['ice_slope_wedge'])1119 self.HCP_WT_Y['ice_slope_massive'] = float(self.HCP_WT_Y['ice_slope_massive'])1120 self.HCP_WT_Y['porosity'] = float(self.HCP_WT_Y['porosity']) 1121 # - - - - - - - - - - - - - - - - - - - - - - - - -1122 # Reading Medium Age Parameters from Control file1123 # - - - - - - - - - - - - - - - - - - - - - - - - -1124 print ' .. Medium age parameters'1125 1126 self.HCP_WT_M = {}1127 with open(self.HCP_WT_M_Control, 'r') as f:1128 for line in f:1129 if line.startswith('#'):1130 continue1131 else:1132 (key, val) = line.split()1133 self.HCP_WT_M[(key)] = val1134 # Convert strings to floats as necessary1135 self.HCP_WT_M['A1_above'] = float(self.HCP_WT_M['A1_above'])1136 self.HCP_WT_M['A2_above'] = float(self.HCP_WT_M['A2_above'])1137 self.HCP_WT_M['x0_above'] = float(self.HCP_WT_M['x0_above'])1138 self.HCP_WT_M['dx_above'] = float(self.HCP_WT_M['dx_above'])1139 self.HCP_WT_M['A1_below'] = float(self.HCP_WT_M['A1_below'])1140 self.HCP_WT_M['A2_below'] = float(self.HCP_WT_M['A2_below'])1141 self.HCP_WT_M['x0_below'] = float(self.HCP_WT_M['x0_below'])1142 self.HCP_WT_M['dx_below'] = float(self.HCP_WT_M['dx_below'])1143 self.HCP_WT_M['a_above'] = float(self.HCP_WT_M['a_above'])1144 self.HCP_WT_M['b_above'] = float(self.HCP_WT_M['b_above'])1145 self.HCP_WT_M['a_below'] = float(self.HCP_WT_M['a_below'])1146 self.HCP_WT_M['b_below'] = float(self.HCP_WT_M['b_below'])1147 self.HCP_WT_M['K_above'] = float(self.HCP_WT_M['K_above'])1148 self.HCP_WT_M['C_above'] = float(self.HCP_WT_M['C_above'])1149 self.HCP_WT_M['A_above'] = float(self.HCP_WT_M['A_above'])1150 self.HCP_WT_M['B_above'] = float(self.HCP_WT_M['B_above'])1151 self.HCP_WT_M['K_below'] = float(self.HCP_WT_M['K_below'])1152 self.HCP_WT_M['C_below'] = float(self.HCP_WT_M['C_below'])1153 self.HCP_WT_M['A_below'] = float(self.HCP_WT_M['A_below'])1154 self.HCP_WT_M['B_below'] = float(self.HCP_WT_M['B_below'])1155 self.HCP_WT_M['HillB_above'] = float(self.HCP_WT_M['HillB_above'])1156 self.HCP_WT_M['HillN_above'] = float(self.HCP_WT_M['HillN_above'])1157 self.HCP_WT_M['HillB_below'] = float(self.HCP_WT_M['HillB_below'])1158 self.HCP_WT_M['HillN_below'] = float(self.HCP_WT_M['HillN_below'])1159 self.HCP_WT_M['max_terrain_transition'] = \1160 float(self.HCP_WT_M['max_terrain_transition'])1161 self.HCP_WT_M['ice_slope_poor'] = float(self.HCP_WT_M['ice_slope_poor'])1162 self.HCP_WT_M['ice_slope_pore'] = float(self.HCP_WT_M['ice_slope_pore'])1163 self.HCP_WT_M['ice_slope_wedge'] = float(self.HCP_WT_M['ice_slope_wedge'])1164 self.HCP_WT_M['ice_slope_massive'] = float(self.HCP_WT_M['ice_slope_massive'])1165 self.HCP_WT_M['porosity'] = float(self.HCP_WT_M['porosity']) 1166 # - - - - - - - - - - - - - - - - - - - - - - - - -1167 # Reading Old Age Parameters from Control file1168 # - - - - - - - - - - - - - - - - - - - - - - - - -1169 print ' .. Old age parameters'1170 1171 self.HCP_WT_O = {}1172 with open(self.HCP_WT_O_Control, 'r') as f:1173 for line in f:1174 if line.startswith('#'):1175 continue1176 else:1177 (key, val) = line.split()1178 self.HCP_WT_O[(key)] = val1179 # Convert strings to floats as necessary1180 self.HCP_WT_O['A1_above'] = float(self.HCP_WT_O['A1_above'])1181 self.HCP_WT_O['A2_above'] = float(self.HCP_WT_O['A2_above'])1182 self.HCP_WT_O['x0_above'] = float(self.HCP_WT_O['x0_above'])1183 self.HCP_WT_O['dx_above'] = float(self.HCP_WT_O['dx_above'])1184 self.HCP_WT_O['A1_below'] = float(self.HCP_WT_O['A1_below'])1185 self.HCP_WT_O['A2_below'] = float(self.HCP_WT_O['A2_below'])1186 self.HCP_WT_O['x0_below'] = float(self.HCP_WT_O['x0_below'])1187 self.HCP_WT_O['dx_below'] = float(self.HCP_WT_O['dx_below'])1188 self.HCP_WT_O['a_above'] = float(self.HCP_WT_O['a_above'])1189 self.HCP_WT_O['b_above'] = float(self.HCP_WT_O['b_above'])1190 self.HCP_WT_O['a_below'] = float(self.HCP_WT_O['a_below'])1191 self.HCP_WT_O['b_below'] = float(self.HCP_WT_O['b_below'])1192 self.HCP_WT_O['K_above'] = float(self.HCP_WT_O['K_above'])1193 self.HCP_WT_O['C_above'] = float(self.HCP_WT_O['C_above'])1194 self.HCP_WT_O['A_above'] = float(self.HCP_WT_O['A_above'])1195 self.HCP_WT_O['B_above'] = float(self.HCP_WT_O['B_above'])1196 self.HCP_WT_O['K_below'] = float(self.HCP_WT_O['K_below'])1197 self.HCP_WT_O['C_below'] = float(self.HCP_WT_O['C_below'])1198 self.HCP_WT_O['A_below'] = float(self.HCP_WT_O['A_below'])1199 self.HCP_WT_O['B_below'] = float(self.HCP_WT_O['B_below'])1200 self.HCP_WT_O['HillB_above'] = float(self.HCP_WT_O['HillB_above'])1201 self.HCP_WT_O['HillN_above'] = float(self.HCP_WT_O['HillN_above'])1202 self.HCP_WT_O['HillB_below'] = float(self.HCP_WT_O['HillB_below'])1203 self.HCP_WT_O['HillN_below'] = float(self.HCP_WT_O['HillN_below'])1204 self.HCP_WT_O['max_terrain_transition'] = \1205 float(self.HCP_WT_O['max_terrain_transition'])1206 self.HCP_WT_O['ice_slope_poor'] = float(self.HCP_WT_O['ice_slope_poor'])1207 self.HCP_WT_O['ice_slope_pore'] = float(self.HCP_WT_O['ice_slope_pore'])1208 self.HCP_WT_O['ice_slope_wedge'] = float(self.HCP_WT_O['ice_slope_wedge'])1209 self.HCP_WT_O['ice_slope_massive'] = float(self.HCP_WT_O['ice_slope_massive'])1210 self.HCP_WT_O['porosity'] = float(self.HCP_WT_O['porosity']) 1211#====================================================================================1212def LCP_WT(self):1213 1214 print ' ..Reading Wetland Tundra Low Center Polygon Parameters'1215 """ Read files from the input directory """1216 if self.Simulation_area.lower() == 'barrow':1217 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\1218 self.Control_directory)1219 elif self.Simulation_area.lower() == 'arctic_coast':1220 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic/​'+\1221 self.Control_directory)1222 elif self.Simulation_area.lower() == 'tanana':1223 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\1224 self.Control_directory)1225 elif self.Simulation_area.lower() == 'yukon':1226 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\1227 self.Control_directory)1228 elif self.Simulation_area.lower() == 'aiem':1229 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM/​'+\1230 self.Control_directory)1231 elif self.Simulation_area.lower() == 'ngee':1232 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE/​'+\1233 self.Control_directory)1234 # - - - - - - - - - - - - - - - - - - - - - - - - -1235 # Reading Young Age Parameters from Control file1236 # - - - - - - - - - - - - - - - - - - - - - - - - -1237 print ' .. Young age parameters'1238 1239 self.LCP_WT_Y = {}1240 with open(self.LCP_WT_Y_Control, 'r') as f:1241 for line in f:1242 if line.startswith('#'):1243 continue1244 else:1245 (key, val) = line.split()1246 self.LCP_WT_Y[(key)] = val1247 # Convert strings to floats as necessary1248 self.LCP_WT_Y['A1_above'] = float(self.LCP_WT_Y['A1_above'])1249 self.LCP_WT_Y['A2_above'] = float(self.LCP_WT_Y['A2_above'])1250 self.LCP_WT_Y['x0_above'] = float(self.LCP_WT_Y['x0_above'])1251 self.LCP_WT_Y['dx_above'] = float(self.LCP_WT_Y['dx_above'])1252 self.LCP_WT_Y['A1_below'] = float(self.LCP_WT_Y['A1_below'])1253 self.LCP_WT_Y['A2_below'] = float(self.LCP_WT_Y['A2_below'])1254 self.LCP_WT_Y['x0_below'] = float(self.LCP_WT_Y['x0_below'])1255 self.LCP_WT_Y['dx_below'] = float(self.LCP_WT_Y['dx_below'])1256 self.LCP_WT_Y['a_above'] = float(self.LCP_WT_Y['a_above'])1257 self.LCP_WT_Y['b_above'] = float(self.LCP_WT_Y['b_above'])1258 self.LCP_WT_Y['a_below'] = float(self.LCP_WT_Y['a_below'])1259 self.LCP_WT_Y['b_below'] = float(self.LCP_WT_Y['b_below'])1260 self.LCP_WT_Y['K_above'] = float(self.LCP_WT_Y['K_above'])1261 self.LCP_WT_Y['C_above'] = float(self.LCP_WT_Y['C_above'])1262 self.LCP_WT_Y['A_above'] = float(self.LCP_WT_Y['A_above'])1263 self.LCP_WT_Y['B_above'] = float(self.LCP_WT_Y['B_above'])1264 self.LCP_WT_Y['K_below'] = float(self.LCP_WT_Y['K_below'])1265 self.LCP_WT_Y['C_below'] = float(self.LCP_WT_Y['C_below'])1266 self.LCP_WT_Y['A_below'] = float(self.LCP_WT_Y['A_below'])1267 self.LCP_WT_Y['B_below'] = float(self.LCP_WT_Y['B_below'])1268 self.LCP_WT_Y['HillB_above'] = float(self.LCP_WT_Y['HillB_above'])1269 self.LCP_WT_Y['HillN_above'] = float(self.LCP_WT_Y['HillN_above'])1270 self.LCP_WT_Y['HillB_below'] = float(self.LCP_WT_Y['HillB_below'])1271 self.LCP_WT_Y['HillN_below'] = float(self.LCP_WT_Y['HillN_below'])1272 self.LCP_WT_Y['max_terrain_transition'] = \1273 float(self.LCP_WT_Y['max_terrain_transition'])1274 self.LCP_WT_Y['ice_slope_poor'] = float(self.LCP_WT_Y['ice_slope_poor'])1275 self.LCP_WT_Y['ice_slope_pore'] = float(self.LCP_WT_Y['ice_slope_pore'])1276 self.LCP_WT_Y['ice_slope_wedge'] = float(self.LCP_WT_Y['ice_slope_wedge'])1277 self.LCP_WT_Y['ice_slope_massive'] = float(self.LCP_WT_Y['ice_slope_massive'])1278 self.LCP_WT_Y['porosity'] = float(self.LCP_WT_Y['porosity']) 1279 # - - - - - - - - - - - - - - - - - - - - - - - - -1280 # Reading Medium Age Parameters from Control file1281 # - - - - - - - - - - - - - - - - - - - - - - - - -1282 print ' .. Medium age parameters'1283 1284 self.LCP_WT_M = {}1285 with open(self.LCP_WT_M_Control, 'r') as f:1286 for line in f:1287 if line.startswith('#'):1288 continue1289 else:1290 (key, val) = line.split()1291 self.LCP_WT_M[(key)] = val1292 # Convert strings to floats as necessary1293 self.LCP_WT_M['A1_above'] = float(self.LCP_WT_M['A1_above'])1294 self.LCP_WT_M['A2_above'] = float(self.LCP_WT_M['A2_above'])1295 self.LCP_WT_M['x0_above'] = float(self.LCP_WT_M['x0_above'])1296 self.LCP_WT_M['dx_above'] = float(self.LCP_WT_M['dx_above'])1297 self.LCP_WT_M['A1_below'] = float(self.LCP_WT_M['A1_below'])1298 self.LCP_WT_M['A2_below'] = float(self.LCP_WT_M['A2_below'])1299 self.LCP_WT_M['x0_below'] = float(self.LCP_WT_M['x0_below'])1300 self.LCP_WT_M['dx_below'] = float(self.LCP_WT_M['dx_below'])1301 self.LCP_WT_M['a_above'] = float(self.LCP_WT_M['a_above'])1302 self.LCP_WT_M['b_above'] = float(self.LCP_WT_M['b_above'])1303 self.LCP_WT_M['a_below'] = float(self.LCP_WT_M['a_below'])1304 self.LCP_WT_M['b_below'] = float(self.LCP_WT_M['b_below'])1305 self.LCP_WT_M['K_above'] = float(self.LCP_WT_M['K_above'])1306 self.LCP_WT_M['C_above'] = float(self.LCP_WT_M['C_above'])1307 self.LCP_WT_M['A_above'] = float(self.LCP_WT_M['A_above'])1308 self.LCP_WT_M['B_above'] = float(self.LCP_WT_M['B_above'])1309 self.LCP_WT_M['K_below'] = float(self.LCP_WT_M['K_below'])1310 self.LCP_WT_M['C_below'] = float(self.LCP_WT_M['C_below'])1311 self.LCP_WT_M['A_below'] = float(self.LCP_WT_M['A_below'])1312 self.LCP_WT_M['B_below'] = float(self.LCP_WT_M['B_below'])1313 self.LCP_WT_M['HillB_above'] = float(self.LCP_WT_M['HillB_above'])1314 self.LCP_WT_M['HillN_above'] = float(self.LCP_WT_M['HillN_above'])1315 self.LCP_WT_M['HillB_below'] = float(self.LCP_WT_M['HillB_below'])1316 self.LCP_WT_M['HillN_below'] = float(self.LCP_WT_M['HillN_below'])1317 self.LCP_WT_M['max_terrain_transition'] = \1318 float(self.LCP_WT_M['max_terrain_transition'])1319 self.LCP_WT_M['ice_slope_poor'] = float(self.LCP_WT_M['ice_slope_poor'])1320 self.LCP_WT_M['ice_slope_pore'] = float(self.LCP_WT_M['ice_slope_pore'])1321 self.LCP_WT_M['ice_slope_wedge'] = float(self.LCP_WT_M['ice_slope_wedge'])1322 self.LCP_WT_M['ice_slope_massive'] = float(self.LCP_WT_M['ice_slope_massive'])1323 self.LCP_WT_M['porosity'] = float(self.LCP_WT_M['porosity']) 1324 # - - - - - - - - - - - - - - - - - - - - - - - - -1325 # Reading Old Age Parameters from Control file1326 # - - - - - - - - - - - - - - - - - - - - - - - - -1327 print ' .. Old age parameters'1328 1329 self.LCP_WT_O = {}1330 with open(self.LCP_WT_O_Control, 'r') as f:1331 for line in f:1332 if line.startswith('#'):1333 continue1334 else:1335 (key, val) = line.split()1336 self.LCP_WT_O[(key)] = val1337 # Convert strings to floats as necessary1338 self.LCP_WT_O['A1_above'] = float(self.LCP_WT_O['A1_above'])1339 self.LCP_WT_O['A2_above'] = float(self.LCP_WT_O['A2_above'])1340 self.LCP_WT_O['x0_above'] = float(self.LCP_WT_O['x0_above'])1341 self.LCP_WT_O['dx_above'] = float(self.LCP_WT_O['dx_above'])1342 self.LCP_WT_O['A1_below'] = float(self.LCP_WT_O['A1_below'])1343 self.LCP_WT_O['A2_below'] = float(self.LCP_WT_O['A2_below'])1344 self.LCP_WT_O['x0_below'] = float(self.LCP_WT_O['x0_below'])1345 self.LCP_WT_O['dx_below'] = float(self.LCP_WT_O['dx_below'])1346 self.LCP_WT_O['a_above'] = float(self.LCP_WT_O['a_above'])1347 self.LCP_WT_O['b_above'] = float(self.LCP_WT_O['b_above'])1348 self.LCP_WT_O['a_below'] = float(self.LCP_WT_O['a_below'])1349 self.LCP_WT_O['b_below'] = float(self.LCP_WT_O['b_below'])1350 self.LCP_WT_O['K_above'] = float(self.LCP_WT_O['K_above'])1351 self.LCP_WT_O['C_above'] = float(self.LCP_WT_O['C_above'])1352 self.LCP_WT_O['A_above'] = float(self.LCP_WT_O['A_above'])1353 self.LCP_WT_O['B_above'] = float(self.LCP_WT_O['B_above'])1354 self.LCP_WT_O['K_below'] = float(self.LCP_WT_O['K_below'])1355 self.LCP_WT_O['C_below'] = float(self.LCP_WT_O['C_below'])1356 self.LCP_WT_O['A_below'] = float(self.LCP_WT_O['A_below'])1357 self.LCP_WT_O['B_below'] = float(self.LCP_WT_O['B_below'])1358 self.LCP_WT_O['HillB_above'] = float(self.LCP_WT_O['HillB_above'])1359 self.LCP_WT_O['HillN_above'] = float(self.LCP_WT_O['HillN_above'])1360 self.LCP_WT_O['HillB_below'] = float(self.LCP_WT_O['HillB_below'])1361 self.LCP_WT_O['HillN_below'] = float(self.LCP_WT_O['HillN_below'])1362 self.LCP_WT_O['max_terrain_transition'] = \1363 float(self.LCP_WT_O['max_terrain_transition'])1364 self.LCP_WT_O['ice_slope_poor'] = float(self.LCP_WT_O['ice_slope_poor'])1365 self.LCP_WT_O['ice_slope_pore'] = float(self.LCP_WT_O['ice_slope_pore'])1366 self.LCP_WT_O['ice_slope_wedge'] = float(self.LCP_WT_O['ice_slope_wedge'])1367 self.LCP_WT_O['ice_slope_massive'] = float(self.LCP_WT_O['ice_slope_massive'])1368 self.LCP_WT_O['porosity'] = float(self.LCP_WT_O['porosity']) 1369#====================================================================================1370def Meadow_WT(self):1371 1372 print ' ..Reading Wetland Tundra Meadow Parameters'1373 """ Read files from the input directory """1374 if self.Simulation_area.lower() == 'barrow':1375 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\1376 self.Control_directory)1377 elif self.Simulation_area.lower() == 'arctic_coast':1378 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic/​'+\1379 self.Control_directory)1380 elif self.Simulation_area.lower() == 'tanana':1381 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\1382 self.Control_directory)1383 elif self.Simulation_area.lower() == 'yukon':1384 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\1385 self.Control_directory)1386 elif self.Simulation_area.lower() == 'aiem':1387 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM/​'+\1388 self.Control_directory)1389 elif self.Simulation_area.lower() == 'ngee':1390 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE/​'+\1391 self.Control_directory)1392 # - - - - - - - - - - - - - - - - - - - - - - - - -1393 # Reading Young Age Parameters from Control file1394 # - - - - - - - - - - - - - - - - - - - - - - - - -1395 print ' .. Young age parameters'1396 1397 self.Meadow_WT_Y = {}1398 with open(self.Meadow_WT_Y_Control, 'r') as f:1399 for line in f:1400 if line.startswith('#'):1401 continue1402 else:1403 (key, val) = line.split()1404 self.Meadow_WT_Y[(key)] = val1405 # Convert strings to floats as necessary1406 self.Meadow_WT_Y['A1_above'] = float(self.Meadow_WT_Y['A1_above'])1407 self.Meadow_WT_Y['A2_above'] = float(self.Meadow_WT_Y['A2_above'])1408 self.Meadow_WT_Y['x0_above'] = float(self.Meadow_WT_Y['x0_above'])1409 self.Meadow_WT_Y['dx_above'] = float(self.Meadow_WT_Y['dx_above'])1410 self.Meadow_WT_Y['A1_below'] = float(self.Meadow_WT_Y['A1_below'])1411 self.Meadow_WT_Y['A2_below'] = float(self.Meadow_WT_Y['A2_below'])1412 self.Meadow_WT_Y['x0_below'] = float(self.Meadow_WT_Y['x0_below'])1413 self.Meadow_WT_Y['dx_below'] = float(self.Meadow_WT_Y['dx_below'])1414 self.Meadow_WT_Y['a_above'] = float(self.Meadow_WT_Y['a_above'])1415 self.Meadow_WT_Y['b_above'] = float(self.Meadow_WT_Y['b_above'])1416 self.Meadow_WT_Y['a_below'] = float(self.Meadow_WT_Y['a_below'])1417 self.Meadow_WT_Y['b_below'] = float(self.Meadow_WT_Y['b_below'])1418 self.Meadow_WT_Y['K_above'] = float(self.Meadow_WT_Y['K_above'])1419 self.Meadow_WT_Y['C_above'] = float(self.Meadow_WT_Y['C_above'])1420 self.Meadow_WT_Y['A_above'] = float(self.Meadow_WT_Y['A_above'])1421 self.Meadow_WT_Y['B_above'] = float(self.Meadow_WT_Y['B_above'])1422 self.Meadow_WT_Y['K_below'] = float(self.Meadow_WT_Y['K_below'])1423 self.Meadow_WT_Y['C_below'] = float(self.Meadow_WT_Y['C_below'])1424 self.Meadow_WT_Y['A_below'] = float(self.Meadow_WT_Y['A_below'])1425 self.Meadow_WT_Y['B_below'] = float(self.Meadow_WT_Y['B_below'])1426 self.Meadow_WT_Y['HillB_above'] = float(self.Meadow_WT_Y['HillB_above'])1427 self.Meadow_WT_Y['HillN_above'] = float(self.Meadow_WT_Y['HillN_above'])1428 self.Meadow_WT_Y['HillB_below'] = float(self.Meadow_WT_Y['HillB_below'])1429 self.Meadow_WT_Y['HillN_below'] = float(self.Meadow_WT_Y['HillN_below'])1430 self.Meadow_WT_Y['max_terrain_transition'] = \1431 float(self.Meadow_WT_Y['max_terrain_transition'])1432 self.Meadow_WT_Y['ice_slope_poor'] = float(self.Meadow_WT_Y['ice_slope_poor'])1433 self.Meadow_WT_Y['ice_slope_pore'] = float(self.Meadow_WT_Y['ice_slope_pore'])1434 self.Meadow_WT_Y['ice_slope_wedge'] = float(self.Meadow_WT_Y['ice_slope_wedge'])1435 self.Meadow_WT_Y['ice_slope_massive'] = float(self.Meadow_WT_Y['ice_slope_massive'])1436 self.Meadow_WT_Y['porosity'] = float(self.Meadow_WT_Y['porosity']) 1437 # - - - - - - - - - - - - - - - - - - - - - - - - -1438 # Reading Medium Age Parameters from Control file1439 # - - - - - - - - - - - - - - - - - - - - - - - - -1440 print ' .. Medium age parameters'1441 1442 self.Meadow_WT_M = {}1443 with open(self.Meadow_WT_M_Control, 'r') as f:1444 for line in f:1445 if line.startswith('#'):1446 continue1447 else:1448 (key, val) = line.split()1449 self.Meadow_WT_M[(key)] = val1450 # Convert strings to floats as necessary1451 self.Meadow_WT_M['A1_above'] = float(self.Meadow_WT_M['A1_above'])1452 self.Meadow_WT_M['A2_above'] = float(self.Meadow_WT_M['A2_above'])1453 self.Meadow_WT_M['x0_above'] = float(self.Meadow_WT_M['x0_above'])1454 self.Meadow_WT_M['dx_above'] = float(self.Meadow_WT_M['dx_above'])1455 self.Meadow_WT_M['A1_below'] = float(self.Meadow_WT_M['A1_below'])1456 self.Meadow_WT_M['A2_below'] = float(self.Meadow_WT_M['A2_below'])1457 self.Meadow_WT_M['x0_below'] = float(self.Meadow_WT_M['x0_below'])1458 self.Meadow_WT_M['dx_below'] = float(self.Meadow_WT_M['dx_below'])1459 self.Meadow_WT_M['a_above'] = float(self.Meadow_WT_M['a_above'])1460 self.Meadow_WT_M['b_above'] = float(self.Meadow_WT_M['b_above'])1461 self.Meadow_WT_M['a_below'] = float(self.Meadow_WT_M['a_below'])1462 self.Meadow_WT_M['b_below'] = float(self.Meadow_WT_M['b_below'])1463 self.Meadow_WT_M['K_above'] = float(self.Meadow_WT_M['K_above'])1464 self.Meadow_WT_M['C_above'] = float(self.Meadow_WT_M['C_above'])1465 self.Meadow_WT_M['A_above'] = float(self.Meadow_WT_M['A_above'])1466 self.Meadow_WT_M['B_above'] = float(self.Meadow_WT_M['B_above'])1467 self.Meadow_WT_M['K_below'] = float(self.Meadow_WT_M['K_below'])1468 self.Meadow_WT_M['C_below'] = float(self.Meadow_WT_M['C_below'])1469 self.Meadow_WT_M['A_below'] = float(self.Meadow_WT_M['A_below'])1470 self.Meadow_WT_M['B_below'] = float(self.Meadow_WT_M['B_below'])1471 self.Meadow_WT_M['HillB_above'] = float(self.Meadow_WT_M['HillB_above'])1472 self.Meadow_WT_M['HillN_above'] = float(self.Meadow_WT_M['HillN_above'])1473 self.Meadow_WT_M['HillB_below'] = float(self.Meadow_WT_M['HillB_below'])1474 self.Meadow_WT_M['HillN_below'] = float(self.Meadow_WT_M['HillN_below'])1475 self.Meadow_WT_M['max_terrain_transition'] = \1476 float(self.Meadow_WT_M['max_terrain_transition'])1477 self.Meadow_WT_M['ice_slope_poor'] = float(self.Meadow_WT_M['ice_slope_poor'])1478 self.Meadow_WT_M['ice_slope_pore'] = float(self.Meadow_WT_M['ice_slope_pore'])1479 self.Meadow_WT_M['ice_slope_wedge'] = float(self.Meadow_WT_M['ice_slope_wedge'])1480 self.Meadow_WT_M['ice_slope_massive'] = float(self.Meadow_WT_M['ice_slope_massive'])1481 self.Meadow_WT_M['porosity'] = float(self.Meadow_WT_M['porosity']) 1482 # - - - - - - - - - - - - - - - - - - - - - - - - -1483 # Reading Old Age Parameters from Control file1484 # - - - - - - - - - - - - - - - - - - - - - - - - -1485 print ' .. Old age parameters'1486 1487 self.Meadow_WT_O = {}1488 with open(self.Meadow_WT_O_Control, 'r') as f:1489 for line in f:1490 if line.startswith('#'):1491 continue1492 else:1493 (key, val) = line.split()1494 self.Meadow_WT_O[(key)] = val1495 # Convert strings to floats as necessary1496 self.Meadow_WT_O['A1_above'] = float(self.Meadow_WT_O['A1_above'])1497 self.Meadow_WT_O['A2_above'] = float(self.Meadow_WT_O['A2_above'])1498 self.Meadow_WT_O['x0_above'] = float(self.Meadow_WT_O['x0_above'])1499 self.Meadow_WT_O['dx_above'] = float(self.Meadow_WT_O['dx_above'])1500 self.Meadow_WT_O['A1_below'] = float(self.Meadow_WT_O['A1_below'])1501 self.Meadow_WT_O['A2_below'] = float(self.Meadow_WT_O['A2_below'])1502 self.Meadow_WT_O['x0_below'] = float(self.Meadow_WT_O['x0_below'])1503 self.Meadow_WT_O['dx_below'] = float(self.Meadow_WT_O['dx_below'])1504 self.Meadow_WT_O['a_above'] = float(self.Meadow_WT_O['a_above'])1505 self.Meadow_WT_O['b_above'] = float(self.Meadow_WT_O['b_above'])1506 self.Meadow_WT_O['a_below'] = float(self.Meadow_WT_O['a_below'])1507 self.Meadow_WT_O['b_below'] = float(self.Meadow_WT_O['b_below'])1508 self.Meadow_WT_O['K_above'] = float(self.Meadow_WT_O['K_above'])1509 self.Meadow_WT_O['C_above'] = float(self.Meadow_WT_O['C_above'])1510 self.Meadow_WT_O['A_above'] = float(self.Meadow_WT_O['A_above'])1511 self.Meadow_WT_O['B_above'] = float(self.Meadow_WT_O['B_above'])1512 self.Meadow_WT_O['K_below'] = float(self.Meadow_WT_O['K_below'])1513 self.Meadow_WT_O['C_below'] = float(self.Meadow_WT_O['C_below'])1514 self.Meadow_WT_O['A_below'] = float(self.Meadow_WT_O['A_below'])1515 self.Meadow_WT_O['B_below'] = float(self.Meadow_WT_O['B_below'])1516 self.Meadow_WT_O['HillB_above'] = float(self.Meadow_WT_O['HillB_above'])1517 self.Meadow_WT_O['HillN_above'] = float(self.Meadow_WT_O['HillN_above'])1518 self.Meadow_WT_O['HillB_below'] = float(self.Meadow_WT_O['HillB_below'])1519 self.Meadow_WT_O['HillN_below'] = float(self.Meadow_WT_O['HillN_below'])1520 self.Meadow_WT_O['max_terrain_transition'] = \1521 float(self.Meadow_WT_O['max_terrain_transition'])1522 self.Meadow_WT_O['ice_slope_poor'] = float(self.Meadow_WT_O['ice_slope_poor'])1523 self.Meadow_WT_O['ice_slope_pore'] = float(self.Meadow_WT_O['ice_slope_pore'])1524 self.Meadow_WT_O['ice_slope_wedge'] = float(self.Meadow_WT_O['ice_slope_wedge'])1525 self.Meadow_WT_O['ice_slope_massive'] = float(self.Meadow_WT_O['ice_slope_massive'])1526 self.Meadow_WT_O['porosity'] = float(self.Meadow_WT_O['porosity']) 1527#====================================================================================1528def NoData_WT(self):1529 1530 print ' ..Reading Wetland Tundra No Data Parameters'1531 """ Read files from the input directory """1532 if self.Simulation_area.lower() == 'barrow':1533 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\1534 self.Control_directory)1535 elif self.Simulation_area.lower() == 'arctic_coast':1536 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic/​'+\1537 self.Control_directory)1538 elif self.Simulation_area.lower() == 'tanana':1539 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\1540 self.Control_directory)1541 elif self.Simulation_area.lower() == 'yukon':1542 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\1543 self.Control_directory)1544 elif self.Simulation_area.lower() == 'aiem':1545 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM/​'+\1546 self.Control_directory)1547 elif self.Simulation_area.lower() == 'ngee':1548 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE/​'+\1549 self.Control_directory)1550 # - - - - - - - - - - - - - - - - - - - - - - - - -1551 # Reading Old Age Parameters from Control file1552 # - - - - - - - - - - - - - - - - - - - - - - - - -1553 self.NoData_WT_O = {}1554 with open(self.NoData_WT_O_Control, 'r') as f:1555 for line in f:1556 if line.startswith('#'):1557 continue1558 else:1559 (key, val) = line.split()1560 self.NoData_WT_O[(key)] = val1561 # Convert strings to floats as necessary1562 self.NoData_WT_O['A1_above'] = float(self.NoData_WT_O['A1_above'])1563 self.NoData_WT_O['A2_above'] = float(self.NoData_WT_O['A2_above'])1564 self.NoData_WT_O['x0_above'] = float(self.NoData_WT_O['x0_above'])1565 self.NoData_WT_O['dx_above'] = float(self.NoData_WT_O['dx_above'])1566 self.NoData_WT_O['A1_below'] = float(self.NoData_WT_O['A1_below'])1567 self.NoData_WT_O['A2_below'] = float(self.NoData_WT_O['A2_below'])1568 self.NoData_WT_O['x0_below'] = float(self.NoData_WT_O['x0_below'])1569 self.NoData_WT_O['dx_below'] = float(self.NoData_WT_O['dx_below'])1570 self.NoData_WT_O['a_above'] = float(self.NoData_WT_O['a_above'])1571 self.NoData_WT_O['b_above'] = float(self.NoData_WT_O['b_above'])1572 self.NoData_WT_O['a_below'] = float(self.NoData_WT_O['a_below'])1573 self.NoData_WT_O['b_below'] = float(self.NoData_WT_O['b_below'])1574 self.NoData_WT_O['K_above'] = float(self.NoData_WT_O['K_above'])1575 self.NoData_WT_O['C_above'] = float(self.NoData_WT_O['C_above'])1576 self.NoData_WT_O['A_above'] = float(self.NoData_WT_O['A_above'])1577 self.NoData_WT_O['B_above'] = float(self.NoData_WT_O['B_above'])1578 self.NoData_WT_O['K_below'] = float(self.NoData_WT_O['K_below'])1579 self.NoData_WT_O['C_below'] = float(self.NoData_WT_O['C_below'])1580 self.NoData_WT_O['A_below'] = float(self.NoData_WT_O['A_below'])1581 self.NoData_WT_O['B_below'] = float(self.NoData_WT_O['B_below'])1582 self.NoData_WT_O['HillB_above'] = float(self.NoData_WT_O['HillB_above'])1583 self.NoData_WT_O['HillN_above'] = float(self.NoData_WT_O['HillN_above'])1584 self.NoData_WT_O['HillB_below'] = float(self.NoData_WT_O['HillB_below'])1585 self.NoData_WT_O['HillN_below'] = float(self.NoData_WT_O['HillN_below'])1586 self.NoData_WT_O['max_terrain_transition'] = \1587 float(self.NoData_WT_O['max_terrain_transition'])1588 self.NoData_WT_O['ice_slope_poor'] = float(self.NoData_WT_O['ice_slope_poor'])1589 self.NoData_WT_O['ice_slope_pore'] = float(self.NoData_WT_O['ice_slope_pore'])1590 self.NoData_WT_O['ice_slope_wedge'] = float(self.NoData_WT_O['ice_slope_wedge'])1591 self.NoData_WT_O['ice_slope_massive'] = float(self.NoData_WT_O['ice_slope_massive'])1592 self.NoData_WT_O['porosity'] = float(self.NoData_WT_O['porosity'])1593#====================================================================================1594def SandDunes_WT(self):1595 1596 print ' ..Reading Wetland Tundra Sand Dune Parameters'1597 """ Read files from the input directory """1598 if self.Simulation_area.lower() == 'barrow':1599 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\1600 self.Control_directory)1601 elif self.Simulation_area.lower() == 'arctic_coast':1602 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic/​'+\1603 self.Control_directory)1604 elif self.Simulation_area.lower() == 'tanana':1605 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\1606 self.Control_directory)1607 elif self.Simulation_area.lower() == 'yukon':1608 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\1609 self.Control_directory)1610 elif self.Simulation_area.lower() == 'aiem':1611 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM/​'+\1612 self.Control_directory)1613 elif self.Simulation_area.lower() == 'ngee':1614 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE/​'+\1615 self.Control_directory)1616 # - - - - - - - - - - - - - - - - - - - - - - - - -1617 # Reading Young Age Parameters from Control file1618 # - - - - - - - - - - - - - - - - - - - - - - - - -1619 print ' .. Young age parameters'1620 1621 self.SandDunes_WT_Y = {}1622 with open(self.SandDunes_WT_Y_Control, 'r') as f:1623 for line in f:1624 if line.startswith('#'):1625 continue1626 else:1627 (key, val) = line.split()1628 self.SandDunes_WT_Y[(key)] = val1629 # Convert strings to floats as necessary1630 self.SandDunes_WT_Y['A1_above'] = float(self.SandDunes_WT_Y['A1_above'])1631 self.SandDunes_WT_Y['A2_above'] = float(self.SandDunes_WT_Y['A2_above'])1632 self.SandDunes_WT_Y['x0_above'] = float(self.SandDunes_WT_Y['x0_above'])1633 self.SandDunes_WT_Y['dx_above'] = float(self.SandDunes_WT_Y['dx_above'])1634 self.SandDunes_WT_Y['A1_below'] = float(self.SandDunes_WT_Y['A1_below'])1635 self.SandDunes_WT_Y['A2_below'] = float(self.SandDunes_WT_Y['A2_below'])1636 self.SandDunes_WT_Y['x0_below'] = float(self.SandDunes_WT_Y['x0_below'])1637 self.SandDunes_WT_Y['dx_below'] = float(self.SandDunes_WT_Y['dx_below'])1638 self.SandDunes_WT_Y['a_above'] = float(self.SandDunes_WT_Y['a_above'])1639 self.SandDunes_WT_Y['b_above'] = float(self.SandDunes_WT_Y['b_above'])1640 self.SandDunes_WT_Y['a_below'] = float(self.SandDunes_WT_Y['a_below'])1641 self.SandDunes_WT_Y['b_below'] = float(self.SandDunes_WT_Y['b_below'])1642 self.SandDunes_WT_Y['K_above'] = float(self.SandDunes_WT_Y['K_above'])1643 self.SandDunes_WT_Y['C_above'] = float(self.SandDunes_WT_Y['C_above'])1644 self.SandDunes_WT_Y['A_above'] = float(self.SandDunes_WT_Y['A_above'])1645 self.SandDunes_WT_Y['B_above'] = float(self.SandDunes_WT_Y['B_above'])1646 self.SandDunes_WT_Y['K_below'] = float(self.SandDunes_WT_Y['K_below'])1647 self.SandDunes_WT_Y['C_below'] = float(self.SandDunes_WT_Y['C_below'])1648 self.SandDunes_WT_Y['A_below'] = float(self.SandDunes_WT_Y['A_below'])1649 self.SandDunes_WT_Y['B_below'] = float(self.SandDunes_WT_Y['B_below'])1650 self.SandDunes_WT_Y['HillB_above'] = float(self.SandDunes_WT_Y['HillB_above'])1651 self.SandDunes_WT_Y['HillN_above'] = float(self.SandDunes_WT_Y['HillN_above'])1652 self.SandDunes_WT_Y['HillB_below'] = float(self.SandDunes_WT_Y['HillB_below'])1653 self.SandDunes_WT_Y['HillN_below'] = float(self.SandDunes_WT_Y['HillN_below'])1654 self.SandDunes_WT_Y['max_terrain_transition'] = \1655 float(self.SandDunes_WT_Y['max_terrain_transition'])1656 self.SandDunes_WT_Y['ice_slope_poor'] = float(self.SandDunes_WT_Y['ice_slope_poor'])1657 self.SandDunes_WT_Y['ice_slope_pore'] = float(self.SandDunes_WT_Y['ice_slope_pore'])1658 self.SandDunes_WT_Y['ice_slope_wedge'] = float(self.SandDunes_WT_Y['ice_slope_wedge'])1659 self.SandDunes_WT_Y['ice_slope_massive'] = float(self.SandDunes_WT_Y['ice_slope_massive'])1660 self.SandDunes_WT_Y['porosity'] = float(self.SandDunes_WT_Y['porosity']) 1661 # - - - - - - - - - - - - - - - - - - - - - - - - -1662 # Reading Medium Age Parameters from Control file1663 # - - - - - - - - - - - - - - - - - - - - - - - - -1664 print ' .. Medium age parameters'1665 1666 self.SandDunes_WT_M = {}1667 with open(self.SandDunes_WT_M_Control, 'r') as f:1668 for line in f:1669 if line.startswith('#'):1670 continue1671 else:1672 (key, val) = line.split()1673 self.SandDunes_WT_M[(key)] = val1674 # Convert strings to floats as necessary1675 self.SandDunes_WT_M['A1_above'] = float(self.SandDunes_WT_M['A1_above'])1676 self.SandDunes_WT_M['A2_above'] = float(self.SandDunes_WT_M['A2_above'])1677 self.SandDunes_WT_M['x0_above'] = float(self.SandDunes_WT_M['x0_above'])1678 self.SandDunes_WT_M['dx_above'] = float(self.SandDunes_WT_M['dx_above'])1679 self.SandDunes_WT_M['A1_below'] = float(self.SandDunes_WT_M['A1_below'])1680 self.SandDunes_WT_M['A2_below'] = float(self.SandDunes_WT_M['A2_below'])1681 self.SandDunes_WT_M['x0_below'] = float(self.SandDunes_WT_M['x0_below'])1682 self.SandDunes_WT_M['dx_below'] = float(self.SandDunes_WT_M['dx_below'])1683 self.SandDunes_WT_M['a_above'] = float(self.SandDunes_WT_M['a_above'])1684 self.SandDunes_WT_M['b_above'] = float(self.SandDunes_WT_M['b_above'])1685 self.SandDunes_WT_M['a_below'] = float(self.SandDunes_WT_M['a_below'])1686 self.SandDunes_WT_M['b_below'] = float(self.SandDunes_WT_M['b_below'])1687 self.SandDunes_WT_M['K_above'] = float(self.SandDunes_WT_M['K_above'])1688 self.SandDunes_WT_M['C_above'] = float(self.SandDunes_WT_M['C_above'])1689 self.SandDunes_WT_M['A_above'] = float(self.SandDunes_WT_M['A_above'])1690 self.SandDunes_WT_M['B_above'] = float(self.SandDunes_WT_M['B_above'])1691 self.SandDunes_WT_M['K_below'] = float(self.SandDunes_WT_M['K_below'])1692 self.SandDunes_WT_M['C_below'] = float(self.SandDunes_WT_M['C_below'])1693 self.SandDunes_WT_M['A_below'] = float(self.SandDunes_WT_M['A_below'])1694 self.SandDunes_WT_M['B_below'] = float(self.SandDunes_WT_M['B_below'])1695 self.SandDunes_WT_M['HillB_above'] = float(self.SandDunes_WT_M['HillB_above'])1696 self.SandDunes_WT_M['HillN_above'] = float(self.SandDunes_WT_M['HillN_above'])1697 self.SandDunes_WT_M['HillB_below'] = float(self.SandDunes_WT_M['HillB_below'])1698 self.SandDunes_WT_M['HillN_below'] = float(self.SandDunes_WT_M['HillN_below'])1699 self.SandDunes_WT_M['max_terrain_transition'] = \1700 float(self.SandDunes_WT_M['max_terrain_transition'])1701 self.SandDunes_WT_M['ice_slope_poor'] = float(self.SandDunes_WT_M['ice_slope_poor'])1702 self.SandDunes_WT_M['ice_slope_pore'] = float(self.SandDunes_WT_M['ice_slope_pore'])1703 self.SandDunes_WT_M['ice_slope_wedge'] = float(self.SandDunes_WT_M['ice_slope_wedge'])1704 self.SandDunes_WT_M['ice_slope_massive'] = float(self.SandDunes_WT_M['ice_slope_massive'])1705 self.SandDunes_WT_M['porosity'] = float(self.SandDunes_WT_M['porosity']) 1706 # - - - - - - - - - - - - - - - - - - - - - - - - -1707 # Reading Old Age Parameters from Control file1708 # - - - - - - - - - - - - - - - - - - - - - - - - -1709 print ' .. Old age parameters'1710 1711 self.SandDunes_WT_O = {}1712 with open(self.SandDunes_WT_O_Control, 'r') as f:1713 for line in f:1714 if line.startswith('#'):1715 continue1716 else:1717 (key, val) = line.split()1718 self.SandDunes_WT_O[(key)] = val1719 # Convert strings to floats as necessary1720 self.SandDunes_WT_O['A1_above'] = float(self.SandDunes_WT_O['A1_above'])1721 self.SandDunes_WT_O['A2_above'] = float(self.SandDunes_WT_O['A2_above'])1722 self.SandDunes_WT_O['x0_above'] = float(self.SandDunes_WT_O['x0_above'])1723 self.SandDunes_WT_O['dx_above'] = float(self.SandDunes_WT_O['dx_above'])1724 self.SandDunes_WT_O['A1_below'] = float(self.SandDunes_WT_O['A1_below'])1725 self.SandDunes_WT_O['A2_below'] = float(self.SandDunes_WT_O['A2_below'])1726 self.SandDunes_WT_O['x0_below'] = float(self.SandDunes_WT_O['x0_below'])1727 self.SandDunes_WT_O['dx_below'] = float(self.SandDunes_WT_O['dx_below'])1728 self.SandDunes_WT_O['a_above'] = float(self.SandDunes_WT_O['a_above'])1729 self.SandDunes_WT_O['b_above'] = float(self.SandDunes_WT_O['b_above'])1730 self.SandDunes_WT_O['a_below'] = float(self.SandDunes_WT_O['a_below'])1731 self.SandDunes_WT_O['b_below'] = float(self.SandDunes_WT_O['b_below'])1732 self.SandDunes_WT_O['K_above'] = float(self.SandDunes_WT_O['K_above'])1733 self.SandDunes_WT_O['C_above'] = float(self.SandDunes_WT_O['C_above'])1734 self.SandDunes_WT_O['A_above'] = float(self.SandDunes_WT_O['A_above'])1735 self.SandDunes_WT_O['B_above'] = float(self.SandDunes_WT_O['B_above'])1736 self.SandDunes_WT_O['K_below'] = float(self.SandDunes_WT_O['K_below'])1737 self.SandDunes_WT_O['C_below'] = float(self.SandDunes_WT_O['C_below'])1738 self.SandDunes_WT_O['A_below'] = float(self.SandDunes_WT_O['A_below'])1739 self.SandDunes_WT_O['B_below'] = float(self.SandDunes_WT_O['B_below'])1740 self.SandDunes_WT_O['HillB_above'] = float(self.SandDunes_WT_O['HillB_above'])1741 self.SandDunes_WT_O['HillN_above'] = float(self.SandDunes_WT_O['HillN_above'])1742 self.SandDunes_WT_O['HillB_below'] = float(self.SandDunes_WT_O['HillB_below'])1743 self.SandDunes_WT_O['HillN_below'] = float(self.SandDunes_WT_O['HillN_below'])1744 self.SandDunes_WT_O['max_terrain_transition'] = \1745 float(self.SandDunes_WT_O['max_terrain_transition'])1746 self.SandDunes_WT_O['ice_slope_poor'] = float(self.SandDunes_WT_O['ice_slope_poor'])1747 self.SandDunes_WT_O['ice_slope_pore'] = float(self.SandDunes_WT_O['ice_slope_pore'])1748 self.SandDunes_WT_O['ice_slope_wedge'] = float(self.SandDunes_WT_O['ice_slope_wedge'])1749 self.SandDunes_WT_O['ice_slope_massive'] = float(self.SandDunes_WT_O['ice_slope_massive'])1750 self.SandDunes_WT_O['porosity'] = float(self.SandDunes_WT_O['porosity']) 1751 1752#====================================================================================1753def SaturatedBarrens_WT(self):1754 1755 print ' ..Reading Wetland Tundra Saturated Barren Parameters'1756 """ Read files from the input directory """1757 if self.Simulation_area.lower() == 'barrow':1758 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\1759 self.Control_directory)1760 elif self.Simulation_area.lower() == 'arctic_coast':1761 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic/​'+\1762 self.Control_directory)1763 elif self.Simulation_area.lower() == 'tanana':1764 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\1765 self.Control_directory)1766 elif self.Simulation_area.lower() == 'yukon':1767 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\1768 self.Control_directory)1769 elif self.Simulation_area.lower() == 'aiem':1770 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM/​'+\1771 self.Control_directory)1772 elif self.Simulation_area.lower() == 'ngee':1773 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE/​'+\1774 self.Control_directory)1775 # - - - - - - - - - - - - - - - - - - - - - - - - -1776 # Reading Young Age Parameters from Control file1777 # - - - - - - - - - - - - - - - - - - - - - - - - -1778 print ' .. Young age parameters'1779 1780 self.SaturatedBarrens_WT_Y = {}1781 with open(self.SaturatedBarrens_WT_Y_Control, 'r') as f:1782 for line in f:1783 if line.startswith('#'):1784 continue1785 else:1786 (key, val) = line.split()1787 self.SaturatedBarrens_WT_Y[(key)] = val1788 # Convert strings to floats as necessary1789 self.SaturatedBarrens_WT_Y['A1_above'] = float(self.SaturatedBarrens_WT_Y['A1_above'])1790 self.SaturatedBarrens_WT_Y['A2_above'] = float(self.SaturatedBarrens_WT_Y['A2_above'])1791 self.SaturatedBarrens_WT_Y['x0_above'] = float(self.SaturatedBarrens_WT_Y['x0_above'])1792 self.SaturatedBarrens_WT_Y['dx_above'] = float(self.SaturatedBarrens_WT_Y['dx_above'])1793 self.SaturatedBarrens_WT_Y['A1_below'] = float(self.SaturatedBarrens_WT_Y['A1_below'])1794 self.SaturatedBarrens_WT_Y['A2_below'] = float(self.SaturatedBarrens_WT_Y['A2_below'])1795 self.SaturatedBarrens_WT_Y['x0_below'] = float(self.SaturatedBarrens_WT_Y['x0_below'])1796 self.SaturatedBarrens_WT_Y['dx_below'] = float(self.SaturatedBarrens_WT_Y['dx_below'])1797 self.SaturatedBarrens_WT_Y['a_above'] = float(self.SaturatedBarrens_WT_Y['a_above'])1798 self.SaturatedBarrens_WT_Y['b_above'] = float(self.SaturatedBarrens_WT_Y['b_above'])1799 self.SaturatedBarrens_WT_Y['a_below'] = float(self.SaturatedBarrens_WT_Y['a_below'])1800 self.SaturatedBarrens_WT_Y['b_below'] = float(self.SaturatedBarrens_WT_Y['b_below'])1801 self.SaturatedBarrens_WT_Y['K_above'] = float(self.SaturatedBarrens_WT_Y['K_above'])1802 self.SaturatedBarrens_WT_Y['C_above'] = float(self.SaturatedBarrens_WT_Y['C_above'])1803 self.SaturatedBarrens_WT_Y['A_above'] = float(self.SaturatedBarrens_WT_Y['A_above'])1804 self.SaturatedBarrens_WT_Y['B_above'] = float(self.SaturatedBarrens_WT_Y['B_above'])1805 self.SaturatedBarrens_WT_Y['K_below'] = float(self.SaturatedBarrens_WT_Y['K_below'])1806 self.SaturatedBarrens_WT_Y['C_below'] = float(self.SaturatedBarrens_WT_Y['C_below'])1807 self.SaturatedBarrens_WT_Y['A_below'] = float(self.SaturatedBarrens_WT_Y['A_below'])1808 self.SaturatedBarrens_WT_Y['B_below'] = float(self.SaturatedBarrens_WT_Y['B_below'])1809 self.SaturatedBarrens_WT_Y['HillB_above'] = float(self.SaturatedBarrens_WT_Y['HillB_above'])1810 self.SaturatedBarrens_WT_Y['HillN_above'] = float(self.SaturatedBarrens_WT_Y['HillN_above'])1811 self.SaturatedBarrens_WT_Y['HillB_below'] = float(self.SaturatedBarrens_WT_Y['HillB_below'])1812 self.SaturatedBarrens_WT_Y['HillN_below'] = float(self.SaturatedBarrens_WT_Y['HillN_below'])1813 self.SaturatedBarrens_WT_Y['max_terrain_transition'] = \1814 float(self.SaturatedBarrens_WT_Y['max_terrain_transition'])1815 self.SaturatedBarrens_WT_Y['ice_slope_poor'] = float(self.SaturatedBarrens_WT_Y['ice_slope_poor'])1816 self.SaturatedBarrens_WT_Y['ice_slope_pore'] = float(self.SaturatedBarrens_WT_Y['ice_slope_pore'])1817 self.SaturatedBarrens_WT_Y['ice_slope_wedge'] = float(self.SaturatedBarrens_WT_Y['ice_slope_wedge'])1818 self.SaturatedBarrens_WT_Y['ice_slope_massive'] = float(self.SaturatedBarrens_WT_Y['ice_slope_massive'])1819 self.SaturatedBarrens_WT_Y['porosity'] = float(self.SaturatedBarrens_WT_Y['porosity']) 1820 # - - - - - - - - - - - - - - - - - - - - - - - - -1821 # Reading Medium Age Parameters from Control file1822 # - - - - - - - - - - - - - - - - - - - - - - - - -1823 print ' .. Medium age parameters'1824 1825 self.SaturatedBarrens_WT_M = {}1826 with open(self.SaturatedBarrens_WT_M_Control, 'r') as f:1827 for line in f:1828 if line.startswith('#'):1829 continue1830 else:1831 (key, val) = line.split()1832 self.SaturatedBarrens_WT_M[(key)] = val1833 # Convert strings to floats as necessary1834 self.SaturatedBarrens_WT_M['A1_above'] = float(self.SaturatedBarrens_WT_M['A1_above'])1835 self.SaturatedBarrens_WT_M['A2_above'] = float(self.SaturatedBarrens_WT_M['A2_above'])1836 self.SaturatedBarrens_WT_M['x0_above'] = float(self.SaturatedBarrens_WT_M['x0_above'])1837 self.SaturatedBarrens_WT_M['dx_above'] = float(self.SaturatedBarrens_WT_M['dx_above'])1838 self.SaturatedBarrens_WT_M['A1_below'] = float(self.SaturatedBarrens_WT_M['A1_below'])1839 self.SaturatedBarrens_WT_M['A2_below'] = float(self.SaturatedBarrens_WT_M['A2_below'])1840 self.SaturatedBarrens_WT_M['x0_below'] = float(self.SaturatedBarrens_WT_M['x0_below'])1841 self.SaturatedBarrens_WT_M['dx_below'] = float(self.SaturatedBarrens_WT_M['dx_below'])1842 self.SaturatedBarrens_WT_M['a_above'] = float(self.SaturatedBarrens_WT_M['a_above'])1843 self.SaturatedBarrens_WT_M['b_above'] = float(self.SaturatedBarrens_WT_M['b_above'])1844 self.SaturatedBarrens_WT_M['a_below'] = float(self.SaturatedBarrens_WT_M['a_below'])1845 self.SaturatedBarrens_WT_M['b_below'] = float(self.SaturatedBarrens_WT_M['b_below'])1846 self.SaturatedBarrens_WT_M['K_above'] = float(self.SaturatedBarrens_WT_M['K_above'])1847 self.SaturatedBarrens_WT_M['C_above'] = float(self.SaturatedBarrens_WT_M['C_above'])1848 self.SaturatedBarrens_WT_M['A_above'] = float(self.SaturatedBarrens_WT_M['A_above'])1849 self.SaturatedBarrens_WT_M['B_above'] = float(self.SaturatedBarrens_WT_M['B_above'])1850 self.SaturatedBarrens_WT_M['K_below'] = float(self.SaturatedBarrens_WT_M['K_below'])1851 self.SaturatedBarrens_WT_M['C_below'] = float(self.SaturatedBarrens_WT_M['C_below'])1852 self.SaturatedBarrens_WT_M['A_below'] = float(self.SaturatedBarrens_WT_M['A_below'])1853 self.SaturatedBarrens_WT_M['B_below'] = float(self.SaturatedBarrens_WT_M['B_below'])1854 self.SaturatedBarrens_WT_M['HillB_above'] = float(self.SaturatedBarrens_WT_M['HillB_above'])1855 self.SaturatedBarrens_WT_M['HillN_above'] = float(self.SaturatedBarrens_WT_M['HillN_above'])1856 self.SaturatedBarrens_WT_M['HillB_below'] = float(self.SaturatedBarrens_WT_M['HillB_below'])1857 self.SaturatedBarrens_WT_M['HillN_below'] = float(self.SaturatedBarrens_WT_M['HillN_below'])1858 self.SaturatedBarrens_WT_M['max_terrain_transition'] = \1859 float(self.SaturatedBarrens_WT_M['max_terrain_transition'])1860 self.SaturatedBarrens_WT_M['ice_slope_poor'] = float(self.SaturatedBarrens_WT_M['ice_slope_poor'])1861 self.SaturatedBarrens_WT_M['ice_slope_pore'] = float(self.SaturatedBarrens_WT_M['ice_slope_pore'])1862 self.SaturatedBarrens_WT_M['ice_slope_wedge'] = float(self.SaturatedBarrens_WT_M['ice_slope_wedge'])1863 self.SaturatedBarrens_WT_M['ice_slope_massive'] = float(self.SaturatedBarrens_WT_M['ice_slope_massive'])1864 self.SaturatedBarrens_WT_M['porosity'] = float(self.SaturatedBarrens_WT_M['porosity']) 1865 # - - - - - - - - - - - - - - - - - - - - - - - - -1866 # Reading Old Age Parameters from Control file1867 # - - - - - - - - - - - - - - - - - - - - - - - - -1868 print ' .. Old age parameters'1869 1870 self.SaturatedBarrens_WT_O = {}1871 with open(self.SaturatedBarrens_WT_O_Control, 'r') as f:1872 for line in f:1873 if line.startswith('#'):1874 continue1875 else:1876 (key, val) = line.split()1877 self.SaturatedBarrens_WT_O[(key)] = val1878 # Convert strings to floats as necessary1879 self.SaturatedBarrens_WT_O['A1_above'] = float(self.SaturatedBarrens_WT_O['A1_above'])1880 self.SaturatedBarrens_WT_O['A2_above'] = float(self.SaturatedBarrens_WT_O['A2_above'])1881 self.SaturatedBarrens_WT_O['x0_above'] = float(self.SaturatedBarrens_WT_O['x0_above'])1882 self.SaturatedBarrens_WT_O['dx_above'] = float(self.SaturatedBarrens_WT_O['dx_above'])1883 self.SaturatedBarrens_WT_O['A1_below'] = float(self.SaturatedBarrens_WT_O['A1_below'])1884 self.SaturatedBarrens_WT_O['A2_below'] = float(self.SaturatedBarrens_WT_O['A2_below'])1885 self.SaturatedBarrens_WT_O['x0_below'] = float(self.SaturatedBarrens_WT_O['x0_below'])1886 self.SaturatedBarrens_WT_O['dx_below'] = float(self.SaturatedBarrens_WT_O['dx_below'])1887 self.SaturatedBarrens_WT_O['a_above'] = float(self.SaturatedBarrens_WT_O['a_above'])1888 self.SaturatedBarrens_WT_O['b_above'] = float(self.SaturatedBarrens_WT_O['b_above'])1889 self.SaturatedBarrens_WT_O['a_below'] = float(self.SaturatedBarrens_WT_O['a_below'])1890 self.SaturatedBarrens_WT_O['b_below'] = float(self.SaturatedBarrens_WT_O['b_below'])1891 self.SaturatedBarrens_WT_O['K_above'] = float(self.SaturatedBarrens_WT_O['K_above'])1892 self.SaturatedBarrens_WT_O['C_above'] = float(self.SaturatedBarrens_WT_O['C_above'])1893 self.SaturatedBarrens_WT_O['A_above'] = float(self.SaturatedBarrens_WT_O['A_above'])1894 self.SaturatedBarrens_WT_O['B_above'] = float(self.SaturatedBarrens_WT_O['B_above'])1895 self.SaturatedBarrens_WT_O['K_below'] = float(self.SaturatedBarrens_WT_O['K_below'])1896 self.SaturatedBarrens_WT_O['C_below'] = float(self.SaturatedBarrens_WT_O['C_below'])1897 self.SaturatedBarrens_WT_O['A_below'] = float(self.SaturatedBarrens_WT_O['A_below'])1898 self.SaturatedBarrens_WT_O['B_below'] = float(self.SaturatedBarrens_WT_O['B_below'])1899 self.SaturatedBarrens_WT_O['HillB_above'] = float(self.SaturatedBarrens_WT_O['HillB_above'])1900 self.SaturatedBarrens_WT_O['HillN_above'] = float(self.SaturatedBarrens_WT_O['HillN_above'])1901 self.SaturatedBarrens_WT_O['HillB_below'] = float(self.SaturatedBarrens_WT_O['HillB_below'])1902 self.SaturatedBarrens_WT_O['HillN_below'] = float(self.SaturatedBarrens_WT_O['HillN_below'])1903 self.SaturatedBarrens_WT_O['max_terrain_transition'] = \1904 float(self.SaturatedBarrens_WT_O['max_terrain_transition'])1905 self.SaturatedBarrens_WT_O['ice_slope_poor'] = float(self.SaturatedBarrens_WT_O['ice_slope_poor'])1906 self.SaturatedBarrens_WT_O['ice_slope_pore'] = float(self.SaturatedBarrens_WT_O['ice_slope_pore'])1907 self.SaturatedBarrens_WT_O['ice_slope_wedge'] = float(self.SaturatedBarrens_WT_O['ice_slope_wedge'])1908 self.SaturatedBarrens_WT_O['ice_slope_massive'] = float(self.SaturatedBarrens_WT_O['ice_slope_massive'])1909 self.SaturatedBarrens_WT_O['porosity'] = float(self.SaturatedBarrens_WT_O['porosity']) 1910 1911#====================================================================================1912def Shrubs_WT(self):1913 1914 print ' ..Reading Wetland Tundra Shrub Parameters'1915 """ Read files from the input directory """1916 if self.Simulation_area.lower() == 'barrow':1917 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+1918 self.Control_directory)1919 elif self.Simulation_area.lower() == 'arctic_coast':1920 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic/​'+\1921 self.Control_directory)1922 elif self.Simulation_area.lower() == 'tanana':1923 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\1924 self.Control_directory)1925 elif self.Simulation_area.lower() == 'yukon':1926 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\1927 self.Control_directory)1928 elif self.Simulation_area.lower() == 'aiem':1929 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM/​'+\1930 self.Control_directory)1931 elif self.Simulation_area.lower() == 'ngee':1932 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE/​'+\1933 self.Control_directory)1934 # - - - - - - - - - - - - - - - - - - - - - - - - -1935 # Reading Old Age Parameters from Control file1936 # - - - - - - - - - - - - - - - - - - - - - - - - -1937 self.Shrubs_WT_O = {}1938 with open(self.Shrubs_WT_O_Control, 'r') as f:1939 for line in f:1940 if line.startswith('#'):1941 continue1942 else:1943 (key, val) = line.split()1944 self.Shrubs_WT_O[(key)] = val1945 # Convert strings to floats as necessary1946 self.Shrubs_WT_O['A1_above'] = float(self.Shrubs_WT_O['A1_above'])1947 self.Shrubs_WT_O['A2_above'] = float(self.Shrubs_WT_O['A2_above'])1948 self.Shrubs_WT_O['x0_above'] = float(self.Shrubs_WT_O['x0_above'])1949 self.Shrubs_WT_O['dx_above'] = float(self.Shrubs_WT_O['dx_above'])1950 self.Shrubs_WT_O['A1_below'] = float(self.Shrubs_WT_O['A1_below'])1951 self.Shrubs_WT_O['A2_below'] = float(self.Shrubs_WT_O['A2_below'])1952 self.Shrubs_WT_O['x0_below'] = float(self.Shrubs_WT_O['x0_below'])1953 self.Shrubs_WT_O['dx_below'] = float(self.Shrubs_WT_O['dx_below'])1954 self.Shrubs_WT_O['a_above'] = float(self.Shrubs_WT_O['a_above'])1955 self.Shrubs_WT_O['b_above'] = float(self.Shrubs_WT_O['b_above'])1956 self.Shrubs_WT_O['a_below'] = float(self.Shrubs_WT_O['a_below'])1957 self.Shrubs_WT_O['b_below'] = float(self.Shrubs_WT_O['b_below'])1958 self.Shrubs_WT_O['K_above'] = float(self.Shrubs_WT_O['K_above'])1959 self.Shrubs_WT_O['C_above'] = float(self.Shrubs_WT_O['C_above'])1960 self.Shrubs_WT_O['A_above'] = float(self.Shrubs_WT_O['A_above'])1961 self.Shrubs_WT_O['B_above'] = float(self.Shrubs_WT_O['B_above'])1962 self.Shrubs_WT_O['K_below'] = float(self.Shrubs_WT_O['K_below'])1963 self.Shrubs_WT_O['C_below'] = float(self.Shrubs_WT_O['C_below'])1964 self.Shrubs_WT_O['A_below'] = float(self.Shrubs_WT_O['A_below'])1965 self.Shrubs_WT_O['B_below'] = float(self.Shrubs_WT_O['B_below'])1966 self.Shrubs_WT_O['HillB_above'] = float(self.Shrubs_WT_O['HillB_above'])1967 self.Shrubs_WT_O['HillN_above'] = float(self.Shrubs_WT_O['HillN_above'])1968 self.Shrubs_WT_O['HillB_below'] = float(self.Shrubs_WT_O['HillB_below'])1969 self.Shrubs_WT_O['HillN_below'] = float(self.Shrubs_WT_O['HillN_below'])1970 self.Shrubs_WT_O['max_terrain_transition'] = \1971 float(self.Shrubs_WT_O['max_terrain_transition'])1972 self.Shrubs_WT_O['ice_slope_poor'] = float(self.Shrubs_WT_O['ice_slope_poor'])1973 self.Shrubs_WT_O['ice_slope_pore'] = float(self.Shrubs_WT_O['ice_slope_pore'])1974 self.Shrubs_WT_O['ice_slope_wedge'] = float(self.Shrubs_WT_O['ice_slope_wedge'])1975 self.Shrubs_WT_O['ice_slope_massive'] = float(self.Shrubs_WT_O['ice_slope_massive'])1976 self.Shrubs_WT_O['porosity'] = float(self.Shrubs_WT_O['porosity'])1977#====================================================================================1978def Urban_WT(self):1979 1980 print ' ..Reading Wetland Tundra Urban Parameters'1981 """ Read files from the input directory """1982 if self.Simulation_area.lower() == 'barrow':1983 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Barrow/​'+\1984 self.Control_directory)1985 elif self.Simulation_area.lower() == 'arctic_coast':1986 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Arctic/​'+\1987 self.Control_directory)1988 elif self.Simulation_area.lower() == 'tanana':1989 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Tanana/​'+\1990 self.Control_directory)1991 elif self.Simulation_area.lower() == 'yukon':1992 os.chdir(self.control['Run_dir']+self.Input_directory+'/​Yukon/​'+\1993 self.Control_directory)1994 elif self.Simulation_area.lower() == 'aiem':1995 os.chdir(self.control['Run_dir']+self.Input_directory+'/​AIEM/​'+\1996 self.Control_directory)1997 elif self.Simulation_area.lower() == 'ngee':1998 os.chdir(self.control['Run_dir']+self.Input_directory+'/​NGEE/​'+\1999 self.Control_directory)2000 # - - - - - - - - - - - - - - - - - - - - - - - - -2001 # Reading Old Age Parameters from Control file2002 # - - - - - - - - - - - - - - - - - - - - - - - - -2003 self.Urban_WT = {}2004 with open(self.Urban_WT_Control, 'r') as f:2005 for line in f:2006 if line.startswith('#'):2007 continue2008 else:2009 (key, val) = line.split()2010 self.Urban_WT[(key)] = val2011 # Convert strings to floats as necessary2012 self.Urban_WT['A1_above'] = float(self.Urban_WT['A1_above'])2013 self.Urban_WT['A2_above'] = float(self.Urban_WT['A2_above'])2014 self.Urban_WT['x0_above'] = float(self.Urban_WT['x0_above'])2015 self.Urban_WT['dx_above'] = float(self.Urban_WT['dx_above'])2016 self.Urban_WT['A1_below'] = float(self.Urban_WT['A1_below'])2017 self.Urban_WT['A2_below'] = float(self.Urban_WT['A2_below'])2018 self.Urban_WT['x0_below'] = float(self.Urban_WT['x0_below'])2019 self.Urban_WT['dx_below'] = float(self.Urban_WT['dx_below'])2020 self.Urban_WT['a_above'] = float(self.Urban_WT['a_above'])2021 self.Urban_WT['b_above'] = float(self.Urban_WT['b_above'])2022 self.Urban_WT['a_below'] = float(self.Urban_WT['a_below'])2023 self.Urban_WT['b_below'] = float(self.Urban_WT['b_below'])2024 self.Urban_WT['K_above'] = float(self.Urban_WT['K_above'])2025 self.Urban_WT['C_above'] = float(self.Urban_WT['C_above'])2026 self.Urban_WT['A_above'] = float(self.Urban_WT['A_above'])2027 self.Urban_WT['B_above'] = float(self.Urban_WT['B_above'])2028 self.Urban_WT['K_below'] = float(self.Urban_WT['K_below'])2029 self.Urban_WT['C_below'] = float(self.Urban_WT['C_below'])2030 self.Urban_WT['A_below'] = float(self.Urban_WT['A_below'])2031 self.Urban_WT['B_below'] = float(self.Urban_WT['B_below'])2032 self.Urban_WT['HillB_above'] = float(self.Urban_WT['HillB_above'])2033 self.Urban_WT['HillN_above'] = float(self.Urban_WT['HillN_above'])2034 self.Urban_WT['HillB_below'] = float(self.Urban_WT['HillB_below'])2035 self.Urban_WT['HillN_below'] = float(self.Urban_WT['HillN_below'])2036 self.Urban_WT['max_terrain_transition'] = \2037 float(self.Urban_WT['max_terrain_transition'])2038 self.Urban_WT['ice_slope_poor'] = float(self.Urban_WT['ice_slope_poor'])2039 self.Urban_WT['ice_slope_pore'] = float(self.Urban_WT['ice_slope_pore'])2040 self.Urban_WT['ice_slope_wedge'] = float(self.Urban_WT['ice_slope_wedge'])2041 self.Urban_WT['ice_slope_massive'] = float(self.Urban_WT['ice_slope_massive'])...

__init__.py

Source:__init__.py

1# -*- coding: utf-8 -*-2# -----------------------------------------------------------------------------3# (C) British Crown copyright. The Met Office.4# All rights reserved.5#6# Redistribution and use in source and binary forms, with or without7# modification, are permitted provided that the following conditions are met:8#9# * Redistributions of source code must retain the above copyright notice, this10# list of conditions and the following disclaimer.11#12# * Redistributions in binary form must reproduce the above copyright notice,13# this list of conditions and the following disclaimer in the documentation14# and/​or other materials provided with the distribution.15#16# * Neither the name of the copyright holder nor the names of its17# contributors may be used to endorse or promote products derived from18# this software without specific prior written permission.19#20# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"21# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE22# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE23# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE24# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR25# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF26# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS27# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN28# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)29# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE30# POSSIBILITY OF SUCH DAMAGE.31"""Utilities for Unit tests for Weather Symbols"""32import datetime33from typing import Any, Dict34import numpy as np35from improver.synthetic_data.set_up_test_cubes import set_up_variable_cube36from improver.wxcode.utilities import weather_code_attributes37def set_up_wxcube(38 data=np.ones((16, 16), dtype=np.int8),39 time=datetime.datetime(2018, 9, 12, 5, 43),40 time_bounds=None,41 frt=datetime.datetime(2018, 9, 12, 3),42 lat_lon=False,43):44 """45 Set up a wxcube for a particular time and location, which can cover46 the terminator and test the "update_daynight" functionality47 Args:48 data (numpy array):49 The weather codes with which to populate the array.50 time (datetime.datetime):51 Validity time for cube.52 time_bounds ([datetime.datetime, datetime.datetime]):53 Validity time bounds.54 frt (datetime.datetime):55 Forecast reference time for cube.56 lat_lon (bool):57 If True, returns a cube on a lat-lon grid.58 If False, returns equal area.59 Returns:60 iris.cube.Cube:61 cube of weather codes set to 162 data shape (time_points, 16, 16)63 """64 kwargs = {65 "name": "weather_code",66 "units": 1,67 "time": time,68 "time_bounds": time_bounds,69 "frt": frt,70 "attributes": weather_code_attributes(),71 "spatial_grid": "equalarea",72 "domain_corner": (0, -30000),73 }74 if lat_lon:75 kwargs.update(76 {"spatial_grid": "latlon", "domain_corner": (49, -8), "grid_spacing": 1}77 )78 cube = set_up_variable_cube(data, **kwargs)79 return cube80def wxcode_decision_tree(accumulation: bool = False) -> Dict[str, Dict[str, Any]]:81 """82 Define an example decision tree to test the weather symbols code.83 Args:84 accumulation:85 A boolean that if true means the "heavy_precipitation" node86 should be modified to use a precipitation accumulation rather than87 a rate.88 Returns:89 A dictionary containing the queries that comprise the decision90 tree.91 """92 queries = {93 "lightning": {94 "if_true": "lightning_shower",95 "if_false": "hail",96 "if_diagnostic_missing": "if_false",97 "probability_thresholds": [0.3],98 "threshold_condition": ">=",99 "condition_combination": "",100 "diagnostic_fields": [101 "probability_of_number_of_lightning_flashes_per_unit_area_in_vicinity_above_threshold" # noqa: E501102 ],103 "diagnostic_thresholds": [[0.0, "m-2"]],104 "diagnostic_conditions": ["above"],105 },106 "lightning_shower": {107 "if_true": 29,108 "if_false": 30,109 "probability_thresholds": [0.5],110 "threshold_condition": ">=",111 "condition_combination": "",112 "diagnostic_fields": ["probability_of_shower_condition_above_threshold"],113 "diagnostic_thresholds": [[1.0, 1]],114 "diagnostic_conditions": ["above"],115 },116 "hail": {117 "if_true": "hail_precip",118 "if_false": "heavy_precipitation",119 "if_diagnostic_missing": "if_false",120 "probability_thresholds": [0.5],121 "threshold_condition": ">=",122 "condition_combination": "",123 "diagnostic_fields": [124 "probability_of_lwe_graupel_and_hail_fall_rate_in_vicinity_above_threshold"125 ],126 "diagnostic_thresholds": [[0.0, "mm hr-1"]],127 "diagnostic_conditions": ["above"],128 },129 "hail_precip": {130 "if_true": "hail_shower",131 "if_false": "heavy_precipitation",132 "if_diagnostic_missing": "if_false",133 "probability_thresholds": [0.5],134 "threshold_condition": ">=",135 "condition_combination": "",136 "diagnostic_fields": [137 "probability_of_lwe_precipitation_rate_max_above_threshold"138 ],139 "diagnostic_thresholds": [[1.0, "mm hr-1"]],140 "diagnostic_conditions": ["above"],141 },142 "hail_shower": {143 "if_true": 20,144 "if_false": 21,145 "probability_thresholds": [0.5],146 "threshold_condition": ">=",147 "condition_combination": "",148 "diagnostic_fields": ["probability_of_shower_condition_above_threshold"],149 "diagnostic_thresholds": [[1.0, 1]],150 "diagnostic_conditions": ["above"],151 },152 "heavy_precipitation": {153 "if_true": "heavy_precipitation_cloud",154 "if_false": "precipitation_in_vicinity",155 "if_diagnostic_missing": "if_false",156 "probability_thresholds": [0.5],157 "threshold_condition": ">=",158 "condition_combination": "",159 "diagnostic_fields": [160 "probability_of_lwe_precipitation_rate_above_threshold"161 ],162 "diagnostic_thresholds": [[1.0, "mm hr-1"]],163 "diagnostic_conditions": ["above"],164 },165 "heavy_precipitation_cloud": {166 "if_true": "heavy_snow_shower",167 "if_false": "heavy_snow_continuous",168 "if_diagnostic_missing": "if_true",169 "probability_thresholds": [0.5],170 "threshold_condition": ">=",171 "condition_combination": "",172 "diagnostic_fields": ["probability_of_shower_condition_above_threshold"],173 "diagnostic_thresholds": [[1.0, 1]],174 "diagnostic_conditions": ["above"],175 },176 "heavy_snow_shower": {177 "if_true": 26,178 "if_false": "heavy_rain_or_sleet_shower",179 "probability_thresholds": [0.0],180 "threshold_condition": "<",181 "condition_combination": "",182 "diagnostic_fields": [183 [184 "probability_of_lwe_sleetfall_rate_above_threshold",185 "+",186 "probability_of_rainfall_rate_above_threshold",187 "-",188 "probability_of_lwe_snowfall_rate_above_threshold",189 ]190 ],191 "diagnostic_thresholds": [192 [[1.0, "mm hr-1"], [1.0, "mm hr-1"], [1.0, "mm hr-1"]]193 ],194 "diagnostic_conditions": [["above", "above", "above"]],195 },196 "heavy_rain_or_sleet_shower": {197 "if_true": 14,198 "if_false": 17,199 "probability_thresholds": [0.0],200 "threshold_condition": "<",201 "condition_combination": "",202 "diagnostic_fields": [203 [204 "probability_of_lwe_sleetfall_rate_above_threshold",205 "+",206 "probability_of_lwe_snowfall_rate_above_threshold",207 "-",208 "probability_of_rainfall_rate_above_threshold",209 ]210 ],211 "diagnostic_thresholds": [212 [[1.0, "mm hr-1"], [1.0, "mm hr-1"], [1.0, "mm hr-1"]]213 ],214 "diagnostic_conditions": [["above", "above", "above"]],215 },216 "heavy_snow_continuous": {217 "if_true": 27,218 "if_false": "heavy_rain_or_sleet_continuous",219 "probability_thresholds": [0.0],220 "threshold_condition": "<",221 "condition_combination": "",222 "diagnostic_fields": [223 [224 "probability_of_lwe_sleetfall_rate_above_threshold",225 "+",226 "probability_of_rainfall_rate_above_threshold",227 "-",228 "probability_of_lwe_snowfall_rate_above_threshold",229 ]230 ],231 "diagnostic_thresholds": [232 [[1.0, "mm hr-1"], [1.0, "mm hr-1"], [1.0, "mm hr-1"]]233 ],234 "diagnostic_conditions": [["above", "above", "above"]],235 },236 "heavy_rain_or_sleet_continuous": {237 "if_true": 15,238 "if_false": 18,239 "probability_thresholds": [0.0],240 "threshold_condition": "<",241 "condition_combination": "",242 "diagnostic_fields": [243 [244 "probability_of_lwe_sleetfall_rate_above_threshold",245 "+",246 "probability_of_lwe_snowfall_rate_above_threshold",247 "-",248 "probability_of_rainfall_rate_above_threshold",249 ]250 ],251 "diagnostic_thresholds": [252 [[1.0, "mm hr-1"], [1.0, "mm hr-1"], [1.0, "mm hr-1"]]253 ],254 "diagnostic_conditions": [["above", "above", "above"]],255 },256 "precipitation_in_vicinity": {257 "if_true": "snow_in_vicinity",258 "if_false": "drizzle_mist",259 "probability_thresholds": [0.5],260 "threshold_condition": ">=",261 "condition_combination": "",262 "diagnostic_fields": [263 "probability_of_lwe_precipitation_rate_in_vicinity_above_threshold"264 ],265 "diagnostic_thresholds": [[0.1, "mm hr-1"]],266 "diagnostic_conditions": ["above"],267 },268 "snow_in_vicinity": {269 "if_true": "snow_in_vicinity_cloud",270 "if_false": "rain_or_sleet_in_vicinity",271 "probability_thresholds": [0.0],272 "threshold_condition": "<",273 "condition_combination": "",274 "diagnostic_fields": [275 [276 "probability_of_lwe_sleetfall_rate_above_threshold",277 "+",278 "probability_of_rainfall_rate_above_threshold",279 "-",280 "probability_of_lwe_snowfall_rate_above_threshold",281 ]282 ],283 "diagnostic_thresholds": [284 [[0.03, "mm hr-1"], [0.03, "mm hr-1"], [0.03, "mm hr-1"]]285 ],286 "diagnostic_conditions": [["above", "above", "above"]],287 },288 "snow_in_vicinity_cloud": {289 "if_true": "heavy_snow_shower_in_vicinity",290 "if_false": "heavy_snow_continuous_in_vicinity",291 "probability_thresholds": [0.5],292 "threshold_condition": ">=",293 "condition_combination": "",294 "diagnostic_fields": ["probability_of_shower_condition_above_threshold"],295 "diagnostic_thresholds": [[1.0, 1]],296 "diagnostic_conditions": ["above"],297 },298 "heavy_snow_shower_in_vicinity": {299 "if_true": 26,300 "if_false": 23,301 "probability_thresholds": [0.5],302 "threshold_condition": ">=",303 "condition_combination": "",304 "diagnostic_fields": [305 "probability_of_lwe_precipitation_rate_in_vicinity_above_threshold"306 ],307 "diagnostic_thresholds": [[1.0, "mm hr-1"]],308 "diagnostic_conditions": ["above"],309 },310 "heavy_snow_continuous_in_vicinity": {311 "if_true": 27,312 "if_false": 24,313 "probability_thresholds": [0.5],314 "threshold_condition": ">=",315 "condition_combination": "",316 "diagnostic_fields": [317 "probability_of_lwe_precipitation_rate_in_vicinity_above_threshold"318 ],319 "diagnostic_thresholds": [[1.0, "mm hr-1"]],320 "diagnostic_conditions": ["above"],321 },322 "rain_or_sleet_in_vicinity": {323 "if_true": "rain_in_vicinity_cloud",324 "if_false": "sleet_in_vicinity_cloud",325 "probability_thresholds": [0.0],326 "threshold_condition": "<",327 "condition_combination": "",328 "diagnostic_fields": [329 [330 "probability_of_lwe_sleetfall_rate_above_threshold",331 "+",332 "probability_of_lwe_snowfall_rate_above_threshold",333 "-",334 "probability_of_rainfall_rate_above_threshold",335 ]336 ],337 "diagnostic_thresholds": [338 [[0.03, "mm hr-1"], [0.03, "mm hr-1"], [0.03, "mm hr-1"]]339 ],340 "diagnostic_conditions": [["above", "above", "above"]],341 },342 "rain_in_vicinity_cloud": {343 "if_true": "heavy_rain_shower_in_vicinity",344 "if_false": "heavy_rain_continuous_in_vicinity",345 "probability_thresholds": [0.5],346 "threshold_condition": ">=",347 "condition_combination": "",348 "diagnostic_fields": ["probability_of_shower_condition_above_threshold"],349 "diagnostic_thresholds": [[1.0, 1]],350 "diagnostic_conditions": ["above"],351 },352 "heavy_rain_shower_in_vicinity": {353 "if_true": 14,354 "if_false": 10,355 "probability_thresholds": [0.5],356 "threshold_condition": ">=",357 "condition_combination": "",358 "diagnostic_fields": [359 "probability_of_lwe_precipitation_rate_in_vicinity_above_threshold"360 ],361 "diagnostic_thresholds": [[1.0, "mm hr-1"]],362 "diagnostic_conditions": ["above"],363 },364 "heavy_rain_continuous_in_vicinity": {365 "if_true": 15,366 "if_false": 12,367 "probability_thresholds": [0.5],368 "threshold_condition": ">=",369 "condition_combination": "",370 "diagnostic_fields": [371 "probability_of_lwe_precipitation_rate_in_vicinity_above_threshold"372 ],373 "diagnostic_thresholds": [[1.0, "mm hr-1"]],374 "diagnostic_conditions": ["above"],375 },376 "sleet_in_vicinity_cloud": {377 "if_true": 17,378 "if_false": 18,379 "probability_thresholds": [0.5],380 "threshold_condition": ">=",381 "condition_combination": "",382 "diagnostic_fields": ["probability_of_shower_condition_above_threshold"],383 "diagnostic_thresholds": [[1.0, 1]],384 "diagnostic_conditions": ["above"],385 },386 "drizzle_mist": {387 "if_true": "drizzle_is_rain",388 "if_false": "drizzle_cloud",389 "probability_thresholds": [0.5, 0.5],390 "threshold_condition": ">=",391 "condition_combination": "AND",392 "diagnostic_fields": [393 "probability_of_lwe_precipitation_rate_above_threshold",394 "probability_of_visibility_in_air_below_threshold",395 ],396 "diagnostic_thresholds": [[0.03, "mm hr-1"], [5000.0, "m"]],397 "diagnostic_conditions": ["above", "below"],398 },399 "drizzle_cloud": {400 "if_true": "drizzle_is_rain",401 "if_false": "mist_conditions",402 "probability_thresholds": [0.5, 0.5],403 "threshold_condition": ">=",404 "condition_combination": "AND",405 "diagnostic_fields": [406 "probability_of_lwe_precipitation_rate_above_threshold",407 "probability_of_low_type_cloud_area_fraction_above_threshold",408 ],409 "diagnostic_thresholds": [[0.03, "mm hr-1"], [0.85, 1]],410 "diagnostic_conditions": ["above", "above"],411 },412 "drizzle_is_rain": {413 "if_true": 11,414 "if_false": "mist_conditions",415 "probability_thresholds": [0.0],416 "threshold_condition": "<",417 "condition_combination": "",418 "diagnostic_fields": [419 [420 "probability_of_lwe_sleetfall_rate_above_threshold",421 "+",422 "probability_of_lwe_snowfall_rate_above_threshold",423 "-",424 "probability_of_rainfall_rate_above_threshold",425 ]426 ],427 "diagnostic_thresholds": [428 [[0.03, "mm hr-1"], [0.03, "mm hr-1"], [0.03, "mm hr-1"]]429 ],430 "diagnostic_conditions": [["above", "above", "above"]],431 },432 "mist_conditions": {433 "if_true": "fog_conditions",434 "if_false": "no_precipitation_cloud",435 "probability_thresholds": [0.5],436 "threshold_condition": ">=",437 "condition_combination": "",438 "diagnostic_fields": ["probability_of_visibility_in_air_below_threshold"],439 "diagnostic_thresholds": [[5000.0, "m"]],440 "diagnostic_conditions": ["below"],441 },442 "fog_conditions": {443 "if_true": 6,444 "if_false": 5,445 "probability_thresholds": [0.5],446 "threshold_condition": ">=",447 "condition_combination": "",448 "diagnostic_fields": ["probability_of_visibility_in_air_below_threshold"],449 "diagnostic_thresholds": [[1000.0, "m"]],450 "diagnostic_conditions": ["below"],451 },452 "no_precipitation_cloud": {453 "if_true": "overcast_cloud",454 "if_false": "partly_cloudy",455 "probability_thresholds": [0.5],456 "threshold_condition": ">=",457 "condition_combination": "",458 "diagnostic_fields": [459 "probability_of_low_and_medium_type_cloud_area_fraction_above_threshold"460 ],461 "diagnostic_thresholds": [[0.8125, 1]],462 "diagnostic_conditions": ["above"],463 },464 "overcast_cloud": {465 "if_true": 8,466 "if_false": 7,467 "probability_thresholds": [0.5],468 "threshold_condition": ">=",469 "condition_combination": "",470 "diagnostic_fields": [471 "probability_of_low_type_cloud_area_fraction_above_threshold"472 ],473 "diagnostic_thresholds": [[0.85, 1]],474 "diagnostic_conditions": ["above"],475 },476 "partly_cloudy": {477 "if_true": 3,478 "if_false": 1,479 "probability_thresholds": [0.5],480 "threshold_condition": ">=",481 "condition_combination": "",482 "diagnostic_fields": [483 "probability_of_low_and_medium_type_cloud_area_fraction_above_threshold"484 ],485 "diagnostic_thresholds": [[0.1875, 1]],486 "diagnostic_conditions": ["above"],487 },488 }489 if accumulation:490 queries["heavy_precipitation"] = {491 "if_true": "heavy_precipitation_cloud",492 "if_false": "precipitation_in_vicinity",493 "probability_thresholds": [0.5],494 "threshold_condition": ">=",495 "condition_combination": "",496 "diagnostic_fields": [497 "probability_of_lwe_thickness_of_precipitation_amount_above_threshold"498 ],499 "diagnostic_thresholds": [[1.0, "mm", 3600]],500 "diagnostic_conditions": ["above"],501 }...

cif_unicode.py

Source:cif_unicode.py

1'''2Conversion of text from a Crystallographic Information File (CIF) format to3unicode. CIF text is neither unicode nor bibtex/​latex code.4Rules for character formatting in CIF files are specified at:5https:/​/​www.iucr.org/​resources/​cif/​spec/​version1.1/​semantics6'''7import re8import html9subs_dict = {10 '\r': '', # Windows line ending11 '\t': ' ', # tabs12 r'\a': u'\u03b1', # alpha13 r'\b': u'\u03b2', # beta14 r'\g': u'\u03b3', # gamma15 r'\d': u'\u03b4', # delta16 r'\e': u'\u03b5', # epsilon17 r'\z': u'\u03b6', # zeta18 r'\h': u'\u03b7', # eta19 r'\q': u'\u03b8', # theta20 r'\i': u'\u03b9', # iota21 r'\k': u'\u03ba', # kappa22 r'\l': u'\u03bb', # lambda23 r'\m': u'\u03bc', # mu24 r'\n': u'\u03bd', # nu25 r'\x': u'\u03be', # xi26 r'\o': u'\u03bf', # omicron27 r'\p': u'\u03c0', # pi28 r'\r': u'\u03c1', # rho29 r'\s': u'\u03c3', # sigma30 r'\t': u'\u03c4', # tau31 r'\u': u'\u03c5', # upsilon32 r'\f': u'\u03c6', # phi33 r'\c': u'\u03c7', # chi34 r'\y': u'\u03c8', # psi35 r'\w': u'\u03c9', # omega36 r'\A': u'\u0391', # Alpha37 r'\B': u'\u0392', # Beta38 r'\G': u'\u0393', # Gamma39 r'\D': u'\u0394', # Delta40 r'\E': u'\u0395', # Epsilon41 r'\Z': u'\u0396', # Zeta42 r'\H': u'\u0397', # Eta43 r'\Q': u'\u0398', # Theta44 r'\I': u'\u0399', # Ioto45 r'\K': u'\u039a', # Kappa46 r'\L': u'\u039b', # Lambda47 r'\M': u'\u039c', # Mu48 r'\N': u'\u039d', # Nu49 r'\X': u'\u039e', # Xi50 r'\O': u'\u039f', # Omicron51 r'\P': u'\u03a0', # Pi52 r'\R': u'\u03a1', # Rho53 r'\S': u'\u03a3', # Sigma54 r'\T': u'\u03a4', # Tau55 r'\U': u'\u03a5', # Upsilon56 r'\F': u'\u03a6', # Phi57 r'\C': u'\u03a7', # Chi58 r'\Y': u'\u03a8', # Psi59 r'\W': u'\u03a9', # Omega60 r'\%a': u'\u00e5', # a-ring61 r'\/​o': u'\u00f8', # o-slash62 r'\?i': u'\u0131', # dotless i63 r'\/​l': u'\u0142', # Polish l64 r'\&s': u'\u00df', # German eszett65 r'\/​d': u'\u0111', # barred d66 r'\%A': u'\u00c5', # A-ring67 r'\/​O': u'\u00d8', # O-slash68 r'\?I': 'I', # dotless I69 r'\/​L': u'\u0141', # Polish L70 r'\&S': u'\u1e9e', # German Eszett71 r'\/​D': u'\u0110', # barred D72 r'\%': u'\u00b0', # degree73 r'--': u'\u2013', # dash74 r'---': u'\u2014', # single bond75 r'\\db': u'\u003d', # double bond76 r'\\tb': u'\u2261', # triple bond77 r'\\ddb': u'\u2248', # delocalized double bond78 r'\\sim': '~',79 r'\\simeq': u'\u2243',80 r'\\infty': u'\u221e', # infinity81 r'\\times': u'\u00d7',82 r'+-': u'\u00b1', # plusminus83 r'-+': u'\u2213', # minusplus84 r'\\square': u'\u25a0',85 r'\\neq': u'\u2660',86 r'\\rangle': u'\u3009',87 r'\\langle': u'\u3008',88 r'\\rightarrow': u'\u2192',89 r'\\leftarrow': u'\u2190',90 r"\'A": u'\u00c1', # A acute91 r"\'E": u'\u00c9', # E acute92 r"\'I": u'\u00cd', # I acute93 r"\'O": u'\u00d3', # O acute94 r"\'U": u'\u00da', # U acute95 r"\'Y": u'\u00dd', # Y acute96 r"\'a": u'\u00e1', # a acute97 r"\'e": u'\u00e9', # e acute98 r"\'i": u'\u00ed', # i acute99 r"\'o": u'\u00f3', # o acute100 r"\'u": u'\u00fa', # u acute101 r"\'y": u'\u00fd', # y acute102 r"\'C": u'\u0106', # C acute103 r"\'c": u'\u0107', # c acute104 r"\'L": u'\u0139', # L acute105 r"\'l": u'\u013a', # l acute106 r"\'N": u'\u0143', # N acute107 r"\'n": u'\u0144', # n acute108 r"\'R": u'\u0154', # R acute109 r"\'r": u'\u0155', # r acute110 r"\'S": u'\u015a', # S acute111 r"\'s": u'\u015b', # s acute112 r"\'Z": u'\u0179', # Z acute113 r"\'z": u'\u017a', # z acute114 r"\'G": u'\u01f4', # G acute115 r"\'g": u'\u01f5', # g acute116 r"\'K": u'\u1e30', # K acute117 r"\'k": u'\u1e31', # k acute118 r"\'M": u'\u1e3e', # M acute119 r"\'m": u'\u1e3f', # m acute120 r"\'P": u'\u1e54', # P acute121 r"\'p": u'\u1e55', # p acute122 r"\'W": u'\u1e82', # W acute123 r"\'w": u'\u1e83', # w acute124 r'\;A': u'\u0104', # A ogonek125 r'\;a': u'\u0105', # a ogonek126 r'\;E': u'\u0118', # E ogonek127 r'\;e': u'\u0119', # e ogonek128 r'\;I': u'\u012e', # I ogonek129 r'\;i': u'\u012f', # i ogonek130 r'\;U': u'\u0172', # U ogonek131 r'\;u': u'\u0173', # u ogonek132 r'\;O': u'\u01ea', # O ogonek133 r'\;o': u'\u01eb', # o ogonek134 r'\.C': u'\u010a', # C dot above135 r'\.c': u'\u010b', # c dot above136 r'\.E': u'\u0116', # E dot above137 r'\.e': u'\u0117', # e dot above138 r'\.G': u'\u0120', # G dot above139 r'\.g': u'\u0121', # g dot above140 r'\.I': u'\u0130', # I dot above141 r'\.Z': u'\u017b', # Z dot above142 r'\.z': u'\u017c', # z dot above143 r'\.A': u'\u0226', # A dot above144 r'\.a': u'\u0227', # a dot above145 r'\.O': u'\u022e', # O dot above146 r'\.o': u'\u022f', # o dot above147 r'\.B': u'\u1e02', # B dot above148 r'\.b': u'\u1e03', # b dot above149 r'\.D': u'\u1e0a', # D dot above150 r'\.d': u'\u1e0b', # d dot above151 r'\.F': u'\u1e1e', # F dot above152 r'\.f': u'\u1e1f', # f dot above153 r'\.H': u'\u1e22', # H dot above154 r'\.h': u'\u1e23', # h dot above155 r'\.M': u'\u1e40', # M dot above156 r'\.m': u'\u1e41', # m dot above157 r'\.N': u'\u1e44', # N dot above158 r'\.n': u'\u1e45', # n dot above159 r'\.P': u'\u1e56', # P dot above160 r'\.p': u'\u1e57', # p dot above161 r'\.R': u'\u1e58', # R dot above162 r'\.r': u'\u1e59', # r dot above163 r'\.S': u'\u1e60', # S dot above164 r'\.s': u'\u1e61', # s dot above165 r'\.T': u'\u1e6a', # T dot above166 r'\.t': u'\u1e6b', # t dot above167 r'\.W': u'\u1e86', # W dot above168 r'\.w': u'\u1e87', # w dot above169 r'\.X': u'\u1e8a', # X dot above170 r'\.x': u'\u1e8b', # x dot above171 r'\.Y': u'\u1e8e', # Y dot above172 r'\.y': u'\u1e8f', # y dot above173 r'\(A': u'\u0102', # A breve174 r'\(a': u'\u0103', # a breve175 r'\(E': u'\u0114', # E breve176 r'\(e': u'\u0115', # e breve177 r'\(G': u'\u011e', # G breve178 r'\(g': u'\u011f', # g breve179 r'\(I': u'\u012c', # I breve180 r'\(i': u'\u012d', # i breve181 r'\(O': u'\u014e', # O breve182 r'\(o': u'\u014f', # o breve183 r'\(U': u'\u016c', # U breve184 r'\(u': u'\u016d', # u breve185 r'\=A': u'\u0100', # A macron186 r'\=a': u'\u0101', # a macron187 r'\=E': u'\u0112', # E macron188 r'\=e': u'\u0113', # e macron189 r'\=I': u'\u012a', # I macron190 r'\=i': u'\u012b', # i macron191 r'\=O': u'\u014c', # O macron192 r'\=o': u'\u014d', # o macron193 r'\=U': u'\u016a', # U macron194 r'\=u': u'\u016b', # u macron195 r'\=Y': u'\u0232', # Y macron196 r'\=y': u'\u0233', # y macron197 r'\=G': u'\u1e20', # G macron198 r'\=g': u'\u1e21', # g macron199 r'\^A': u'\u00c2', # A circumflex200 r'\^E': u'\u00ca', # E circumflex201 r'\^I': u'\u00ce', # I circumflex202 r'\^O': u'\u00d4', # O circumflex203 r'\^U': u'\u00db', # U circumflex204 r'\^a': u'\u00e2', # a circumflex205 r'\^e': u'\u00ea', # e circumflex206 r'\^i': u'\u00ee', # i circumflex207 r'\^o': u'\u00f4', # o circumflex208 r'\^u': u'\u00fb', # u circumflex209 r'\^C': u'\u0108', # C circumflex210 r'\^c': u'\u0109', # c circumflex211 r'\^G': u'\u011c', # G circumflex212 r'\^g': u'\u011d', # g circumflex213 r'\^H': u'\u0124', # H circumflex214 r'\^h': u'\u0125', # h circumflex215 r'\^J': u'\u0134', # J circumflex216 r'\^j': u'\u0135', # j circumflex217 r'\^S': u'\u015c', # S circumflex218 r'\^s': u'\u015d', # s circumflex219 r'\^W': u'\u0174', # W circumflex220 r'\^w': u'\u0175', # w circumflex221 r'\^Y': u'\u0176', # Y circumflex222 r'\^y': u'\u0177', # y circumflex223 r'\^Z': u'\u1e90', # Z circumflex224 r'\^z': u'\u1e91', # z circumflex225 r'\"A': u'\u00c4', # A diaeresis226 r'\"E': u'\u00cb', # E diaeresis227 r'\"I': u'\u00cf', # I diaeresis228 r'\"O': u'\u00d6', # O diaeresis229 r'\"U': u'\u00dc', # U diaeresis230 r'\"a': u'\u00e4', # a diaeresis231 r'\"e': u'\u00eb', # e diaeresis232 r'\"i': u'\u00ef', # i diaeresis233 r'\"o': u'\u00f6', # o diaeresis234 r'\"u': u'\u00fc', # u diaeresis235 r'\"y': u'\u00ff', # y diaeresis236 r'\"Y': u'\u0178', # Y diaeresis237 r'\"H': u'\u1e26', # H diaeresis238 r'\"h': u'\u1e27', # h diaeresis239 r'\"W': u'\u1e84', # W diaeresis240 r'\"w': u'\u1e85', # w diaeresis241 r'\"X': u'\u1e8c', # X diaeresis242 r'\"x': u'\u1e8d', # x diaeresis243 r'\"t': u'\u1e97', # t diaeresis244 r'\~A': u'\u00c3', # A tilde245 r'\~N': u'\u00d1', # N tilde246 r'\~O': u'\u00d5', # O tilde247 r'\~a': u'\u00e3', # a tilde248 r'\~n': u'\u00f1', # n tilde249 r'\~o': u'\u00f5', # o tilde250 r'\~I': u'\u0128', # I tilde251 r'\~i': u'\u0129', # i tilde252 r'\~U': u'\u0168', # U tilde253 r'\~u': u'\u0169', # u tilde254 r'\~V': u'\u1e7c', # V tilde255 r'\~v': u'\u1e7d', # v tilde256 r'\~E': u'\u1ebc', # E tilde257 r'\~e': u'\u1ebd', # e tilde258 r'\~Y': u'\u1ef8', # Y tilde259 r'\~y': u'\u1ef9', # y tilde260 r'\<C': u'\u010c', # C caron261 r'\<c': u'\u010d', # c caron262 r'\<D': u'\u010e', # D caron263 r'\<d': u'\u010f', # d caron264 r'\<E': u'\u011a', # E caron265 r'\<e': u'\u011b', # e caron266 r'\<L': u'\u013d', # L caron267 r'\<l': u'\u013e', # l caron268 r'\<N': u'\u0147', # N caron269 r'\<n': u'\u0148', # n caron270 r'\<R': u'\u0158', # R caron271 r'\<r': u'\u0159', # r caron272 r'\<S': u'\u0160', # S caron273 r'\<s': u'\u0161', # s caron274 r'\<T': u'\u0164', # T caron275 r'\<t': u'\u0165', # t caron276 r'\<Z': u'\u017d', # Z caron277 r'\<z': u'\u017e', # z caron278 r'\<A': u'\u01cd', # A caron279 r'\<a': u'\u01ce', # a caron280 r'\<I': u'\u01cf', # I caron281 r'\<i': u'\u01d0', # i caron282 r'\<O': u'\u01d1', # O caron283 r'\<o': u'\u01d2', # o caron284 r'\<U': u'\u01d3', # U caron285 r'\<u': u'\u01d4', # u caron286 r'\<G': u'\u01e6', # G caron287 r'\<g': u'\u01e7', # g caron288 r'\<K': u'\u01e8', # K caron289 r'\<k': u'\u01e9', # k caron290 r'\<j': u'\u01f0', # j caron291 r'\<H': u'\u021e', # H caron292 r'\<h': u'\u021f', # h caron293 r'\>O': u'\u0150', # O double acute294 r'\>o': u'\u0151', # o double acute295 r'\>U': u'\u0170', # U double acute296 r'\>u': u'\u0171', # u double acute297 r'\,C': u'\u00c7', # C cedilla298 r'\,c': u'\u00e7', # c cedilla299 r'\,G': u'\u0122', # G cedilla300 r'\,g': u'\u0123', # g cedilla301 r'\,K': u'\u0136', # K cedilla302 r'\,k': u'\u0137', # k cedilla303 r'\,L': u'\u013b', # L cedilla304 r'\,l': u'\u013c', # l cedilla305 r'\,N': u'\u0145', # N cedilla306 r'\,n': u'\u0146', # n cedilla307 r'\,R': u'\u0156', # R cedilla308 r'\,r': u'\u0157', # r cedilla309 r'\,S': u'\u015e', # S cedilla310 r'\,s': u'\u015f', # s cedilla311 r'\,T': u'\u0162', # T cedilla312 r'\,t': u'\u0163', # t cedilla313 r'\,E': u'\u0228', # E cedilla314 r'\,e': u'\u0229', # e cedilla315 r'\,D': u'\u1e10', # D cedilla316 r'\,d': u'\u1e11', # d cedilla317 r'\,H': u'\u1e28', # H cedilla318 r'\,h': u'\u1e29', # h cedilla319 r'\`A': u'\u00c0', # A grave320 r'\`E': u'\u00c8', # E grave321 r'\`I': u'\u00cc', # I grave322 r'\`O': u'\u00d2', # O grave323 r'\`U': u'\u00d9', # U grave324 r'\`a': u'\u00e0', # a grave325 r'\`e': u'\u00e8', # e grave326 r'\`i': u'\u00ec', # i grave327 r'\`o': u'\u00f2', # o grave328 r'\`u': u'\u00f9', # u grave329 r'\`N': u'\u01f8', # N grave330 r'\`n': u'\u01f9', # n grave331 r'\`W': u'\u1e80', # W grave332 r'\`w': u'\u1e81', # w grave333 r'\`Y': u'\u1ef2', # Y grave334 r'\`y': u'\u1ef3', # y grave335}336superscript_dict = {337 '0': u'\u2070', # superscript 0338 '1': u'\u00b9', # superscript 1339 '2': u'\u00b2', # superscript 2340 '3': u'\u00b3', # superscript 3341 '4': u'\u2074', # superscript 4342 '5': u'\u2075', # superscript 5343 '6': u'\u2076', # superscript 6344 '7': u'\u2077', # superscript 7345 '8': u'\u2078', # superscript 8346 '9': u'\u2079', # superscript 9347}348subscript_dict = {349 '0': u'\u2080', # subscript 0350 '1': u'\u2081', # subscript 1351 '2': u'\u2082', # subscript 2352 '3': u'\u2083', # subscript 3353 '4': u'\u2084', # subscript 4354 '5': u'\u2085', # subscript 5355 '6': u'\u2086', # subscript 6356 '7': u'\u2087', # subscript 7357 '8': u'\u2088', # subscript 8358 '9': u'\u2089', # subscript 9359}360def replace_subscript(s: str, subscript=True) -> str:361 target = '~'362 rdict = subscript_dict363 if not subscript:364 target = '^'365 rdict = superscript_dict366 replaced = []367 inside = False368 for char in s:369 if char == target:370 inside = not inside371 elif not inside:372 replaced += [char]373 # note: do not use char.isdigit - this also matches (sub/​super)scripts374 elif char in rdict:375 replaced += [rdict[char]]376 else:377 replaced += [char]378 return ''.join(replaced)379def multiple_replace(text: str, adict) -> str:380 rx = re.compile('|'.join(map(re.escape, adict)))381 def one_xlat(match):382 return adict[match.group(0)]383 return rx.sub(one_xlat, text)384def format_unicode(s: str) -> str:385 """Converts a string in CIF text-format to unicode. Any HTML tags386 contained in the string are removed. HTML numeric character references387 are unescaped (i.e. converted to unicode).388 Parameters:389 s: string390 The CIF text string to convert391 Returns:392 u: string393 A unicode formatted string.394 """395 s = html.unescape(s)396 s = multiple_replace(s, subs_dict)397 tagclean = re.compile('<.*?>')398 return re.sub(tagclean, '', s)399def handle_subscripts(s: str) -> str:400 s = replace_subscript(s, subscript=True)401 s = replace_subscript(s, subscript=False)...

pokemon.py

Source:pokemon.py

1import csv2from collections import Counter3def pokemon():4 filename = 'pokemonTrain.csv'5 reader = csv.DictReader(open(filename))6 out = open("pokemon1.txt", "w")7 numFire = numAbove = float(0)8 for index, row in enumerate(reader):9 # print(row)10 if row['type'] == 'fire':11 numFire += 112 if float(row['level']) >= 40:13 numAbove += 114 percent = round(100 * numAbove /​ numFire)15 out.write(f'Percentage of fire type Pokemons at or above level 40 = {percent}')16 weaknesses = {}17 sum_hp_above = sum_hp_below = sum_atk_above = sum_atk_below = sum_def_above = sum_def_below = 018 num_hp_above = num_hp_below = num_atk_above = num_atk_below = num_def_above = num_def_below = 019 reader = csv.DictReader(open(filename))20 for index, row in enumerate(reader):21 pokeType = row['type']22 weakness = row['weakness']23 if float(row['level']) > 40:24 if row['hp'] != 'NaN':25 sum_hp_above += float(row['hp'])26 num_hp_above += 127 if row['atk'] != 'NaN':28 sum_atk_above += float(row['atk'])29 num_atk_above += 130 if row['def'] != 'NaN':31 sum_def_above += float(row['def'])32 num_def_above += 133 elif float(row['level']) <= 40:34 if row['hp'] != 'NaN':35 sum_hp_below += float(row['hp'])36 num_hp_below += 137 if row['atk'] != 'NaN':38 sum_atk_below += float(row['atk'])39 num_atk_below += 140 if row['def'] != 'NaN':41 sum_def_below += float(row['def'])42 num_def_below += 143 if pokeType == 'NaN' or weakness == 'NaN':44 continue45 if weakness not in weaknesses:46 weaknesses[weakness] = Counter()47 weaknesses[weakness][pokeType] += 148 avg_hp_above, avg_atk_above, avg_def_above, avg_hp_below, avg_atk_below, avg_def_below = round(49 sum_hp_above /​ num_hp_above, 1), round(sum_atk_above /​ num_atk_above, 1), round(sum_def_above /​ num_def_above,50 1), round(51 sum_hp_below /​ num_hp_below, 1), round(sum_atk_below /​ num_atk_below, 1), round(sum_def_below /​ num_def_below,52 1)53 out = {}54 for key in weaknesses.keys():55 out[key] = sorted(weaknesses[key].most_common(), key=lambda x: (-x[1], x[0]))[0][0]56 with open('pokemonResult.csv', 'w', newline='') as csvfile:57 reader = csv.DictReader(open(filename))58 writer = csv.DictWriter(csvfile, fieldnames=reader.fieldnames, delimiter=',')59 writer.writeheader()60 for row in reader:61 if row['type'] == 'NaN':62 row['type'] = out[row['weakness']]63 if float(row['level']) > 40:64 if row['hp'] == 'NaN':65 row['hp'] = avg_hp_above66 if row['atk'] == 'NaN':67 row['atk'] = avg_atk_above68 if row['def'] == 'NaN':69 row['def'] = avg_def_above70 elif float(row['level']) <= 40:71 if row['hp'] == 'NaN':72 row['hp'] = avg_hp_below73 if row['atk'] == 'NaN':74 row['atk'] = avg_atk_below75 if row['def'] == 'NaN':76 row['def'] = avg_def_below77 writer.writerow(row)78 with open('pokemonResult.csv') as newcsv:79 reader = csv.DictReader(newcsv)80 personalities = {}81 sum_stage_3 = num_stage_3 = 082 for row in reader:83 if float(row['stage']) == 3:84 sum_stage_3 += float(row['hp'])85 num_stage_3 += 186 pokeType = row['type']87 personality = row['personality']88 if pokeType not in personalities:89 personalities[pokeType] = [personality]90 else:91 if personality not in personalities[pokeType]:92 personalities[pokeType].append(personality)93 personalities[pokeType].sort()94 sorted_personalities = sorted(personalities.items())95 out = open('pokemon4.txt', 'w')96 out.write('Pokemon type to personality mapping:\n')97 for item in sorted_personalities:98 out.write(f'\n\t{item[0]}: ')99 first = True100 for p in item[1]:101 if first:102 out.write(f'{p}')103 first = False104 else:105 out.write(f', {p}')106 out = open('pokemon5.txt', 'w')107 out.write(f'Average hit point for Pokemons of stage 3.0 = {round(sum_stage_3 /​ num_stage_3)}')108def main():109 pokemon()110if __name__ == '__main__':...

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