How to use above method in uiautomator

Best Python code snippet using uiautomator

initialize.py

Source:initialize.py Github

copy

Full Screen

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'])...

Full Screen

Full Screen

__init__.py

Source:__init__.py Github

copy

Full Screen

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 }...

Full Screen

Full Screen

cif_unicode.py

Source:cif_unicode.py Github

copy

Full Screen

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)...

Full Screen

Full Screen

pokemon.py

Source:pokemon.py Github

copy

Full Screen

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__':...

Full Screen

Full Screen

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.

LambdaTest Learning Hubs:

YouTube

You could also refer to video tutorials over LambdaTest YouTube channel to get step by step demonstration from industry experts.

Run uiautomator automation tests on LambdaTest cloud grid

Perform automation testing on 3000+ real desktop and mobile devices online.

... View sample repo... View DocumentationSign up Free
›
_

Try LambdaTest Now !!

Get 100 minutes of automation test minutes FREE!!

...
Sign up with GoogleSign up with Email
Next-Gen App & Browser Testing Cloud

Was this article helpful?

Helpful

NotHelpful