#!/usr/bin/env python3 ### ### Script to check water conservation in the IPSL coupled model ### ## Warning, to install, configure, run, use any of included software or ## to read the associated documentation you'll need at least one (1) ## brain in a reasonably working order. Lack of this implement will ## void any warranties (either express or implied). Authors assumes ## no responsability for errors, omissions, data loss, or any other ## consequences caused directly or indirectly by the usage of his ## software by incorrectly or partially configured personal ## ## # SVN Information SVN = { 'Author' : "$Author$", 'Date' : "$Date$", 'Revision': "$Revision$", 'Id' : "$Id: ATM_waterbudget.py 6508 2023-06-13 10:58:38Z omamce $", 'HeadURL' : "$HeadUrl: svn+ssh://omamce@forge.ipsl.jussieu.fr/ipsl/forge/projets/igcmg/svn/TOOLS/WATER_BUDGET/ATM_waterbudget.py $" } ### ## Import system modules import sys, os, shutil#, subprocess, platform import configparser, re ## Import needed scientific modules import numpy as np, xarray as xr # Check python version if sys.version_info < (3, 8, 0) : print ( f'Python version : {platform.python_version()}' ) raise Exception ( "Minimum Python version is 3.8" ) ## Import local modules import WaterUtils as wu import libIGCM_sys import nemo, lmdz from WaterUtils import VarInt, Rho, Ra, Grav, ICE_rho_ice, ICE_rho_sno, OCE_rho_liq, ATM_rho, SRF_rho, RUN_rho, ICE_rho_pnd, YearLength ## Creates parser for reading .ini input file ## ------------------------------------------- config = configparser.ConfigParser ( interpolation=configparser.ExtendedInterpolation() ) config.optionxform = str # To keep capitals ## Experiment parameters ## --------------------- ATM=None ; ATM_HIS='latlon' ; SRF_HIS='latlon' ; RUN_HIS='latlon' ; ORCA=None ; NEMO=None ; OCE_relax=False OCE_icb=False ; Coupled=False ; Routing=None ; TestInterp=None TarRestartPeriod_beg=None ; TarRestartPeriod_end=None ; Comment=None ; Period=None ; Title=None YearBegin=None ; YearEnd=None ; DateBegin=None ; DateEnd=None ## ARCHIVE=None ; STORAGE=None ; SCRATCHDIR=None ; R_IN=None ; rebuild=None ; TmpDir=None FileDir=None ; FileOut=None dir_ATM_his=None ; dir_SRF_his=None ; dir_OCE_his=None ; dir_ICE_his=None FileCommon=None ; file_ATM_his=None ; file_SRF_his=None ; file_RUN_his=None file_OCE_his=None ; file_ICE_his=None ; file_OCE_sca=None tar_restart_beg=None ; tar_restart_end=None ; file_ATM_beg=None ; file_ATM_end=None ; file_DYN_beg=None file_DYN_end=None ; file_SRF_beg=None ; file_SRF_end=None file_RUN_beg=None ; file_RUN_end=None ; file_RUN_end=None ; file_OCE_beg=None file_ICE_beg=None ; file_OCE_beg=None file_OCE_end=None ; file_ICE_beg=None ; file_OCE_end=None ; file_ICE_end=None tar_restart_beg_ATM=None ; tar_restart_beg_DYN=None ; tar_restart_beg_SRF=None tar_restart_beg_RUN=None ; tar_restart_beg_OCE=None ; tar_restart_beg_ICE=None tar_restart_end_ATM=None ; tar_restart_end_DYN=None ; tar_restart_end_SRF=None tar_restart_end_RUN=None ; tar_restart_end_OCE=None ; tar_restart_end_ICE=None ContinueOnError=False ; ErrorCount=0 # ; SortIco = False ## ## Precision of history file reading ## --------------------------------- # Default is float (full precision). Degrade the precision by using np.float32 # Restart file are always read at the full precision readPrec=float ## Read command line arguments ## --------------------------- print ( "Name of Python script:", sys.argv[0] ) IniFile = sys.argv[1] # Test existence of IniFile if not os.path.exists (IniFile ) : raise FileExistsError ( f"File not found : {IniFile = }" ) if 'full' in IniFile : FullIniFile = IniFile else : FullIniFile = 'full_' + IniFile print ("Input file : ", IniFile ) config.read (IniFile) FullIniFile = 'full_' + IniFile ## Reading config.card if possible ## ------------------------------- ConfigCard = None if 'Experiment' in config.keys () : ## Read Experiment on Config file if possible if 'ConfigCard' in config['Experiment'].keys () : ConfigCard = config['Experiment']['ConfigCard'] print ( f'{ConfigCard=}' ) if ConfigCard : ## Read config card if it exists # Text existence of ConfigCard if os.path.exists ( ConfigCard ) : print ( f'Reading Config Card : {ConfigCard}' ) ## Creates parser for reading .ini input file MyReader = configparser.ConfigParser (interpolation=configparser.ExtendedInterpolation() ) MyReader.optionxform = str # To keep capitals MyReader.read (ConfigCard) for VarName in ['JobName', 'ExperimentName', 'SpaceName', 'LongName', 'ModelName', 'TagName'] : if VarName in MyReader['UserChoices'].keys() : locals()[VarName] = MyReader['UserChoices'][VarName] exec ( f'{VarName} = wu.setBool ({VarName})' ) exec ( f'{VarName} = wu.setNum ({VarName})' ) exec ( f'{VarName} = wu.setNone ({VarName})' ) exec ( f'wu.{VarName} = {VarName}' ) print ( f' {VarName:21} set to : {locals()[VarName]:}' ) for VarName in ['PackFrequency'] : if VarName in MyReader['Post'].keys() : locals()[VarName] = MyReader['Post'][VarName] exec ( f'{VarName} = wu.setBool ({VarName})' ) exec ( f'{VarName} = wu.setNum ({VarName})' ) exec ( f'{VarName} = wu.setNone ({VarName})' ) exec ( f'wu.{VarName} = {VarName}' ) print ( f' {VarName:21} set to : {locals()[VarName]:}' ) else : raise FileExistsError ( f"File not found : {ConfigCard = }" ) ## Reading config file ## ------------------- for Section in ['Config', 'Experiment', 'libIGCM', 'Files', 'Physics' ] : if Section in config.keys () : print ( f'\nReading [{Section}]' ) for VarName in config[Section].keys() : locals()[VarName] = config[Section][VarName] exec ( f'{VarName} = wu.setBool ({VarName})' ) exec ( f'{VarName} = wu.setNum ({VarName})' ) exec ( f'{VarName} = wu.setNone ({VarName})' ) exec ( f'wu.{VarName} = {VarName}' ) print ( f' {VarName:21} set to : {locals()[VarName]}' ) #exec ( f'del {VarName}' ) print ( f'\nConfig file readed : {IniFile} ' ) ## ## Reading prec if wu.unDefined ( 'readPrec' ) : readPrec = np.float64 else : if readPrec in ["float", "float64", "r8", "double", "" ] : readPrec = float if readPrec in [ "float32", "r4", "single", "" ] : readPrec = np.float32 if readPrec in [ "float16", "r2", "half" , "" ] : readPrec = np.float16 ## Some physical constants ## ======================= if wu.unDefined ( 'Ra' ) : Ra = wu.Ra #-- Earth Radius (m) if wu.unDefined ( 'Grav' ) : Grav = wu.Grav #-- Gravity (m^2/s if wu.unDefined ( 'ICE_rho_ice' ) : ICE_rho_ice = wu.ICE_rho_ice #-- Ice volumic mass (kg/m3) in LIM3 if wu.unDefined ( 'ICE_rho_sno') : ICE_rho_sno = wu.ICE_rho_sno #-- Snow volumic mass (kg/m3) in LIM3 if wu.unDefined ( 'OCE_rho_liq' ) : OCE_rho_liq = wu.OCE_rho_liq #-- Ocean water volumic mass (kg/m3) in NEMO if wu.unDefined ( 'ATM_rho' ) : ATM_rho = wu.ATM_rho #-- Water volumic mass in atmosphere (kg/m^3) if wu.unDefined ( 'SRF_rho' ) : SRF_rho = wu.SRF_rho #-- Water volumic mass in surface reservoir (kg/m^3) if wu.unDefined ( 'RUN_rho' ) : RUN_rho = wu.RUN_rho #-- Water volumic mass of rivers (kg/m^3) if wu.unDefined ( 'ICE_rho_pnd' ) : ICE_rho_pnd = wu.ICE_rho_pnd #-- Water volumic mass in ice ponds (kg/m^3) if wu.unDefined ( 'YearLength' ) : YearLength = wu.YearLength #-- Year length (s) ## Set libIGCM and machine dependant values ## ---------------------------------------- if not 'Files' in config.keys () : config['Files'] = {} config['Physics'] = { 'Ra':str(Ra), 'Grav':str(Grav), 'ICE_rho_ice':str(ICE_rho_ice), 'ICE_rho_sno':str(ICE_rho_sno), 'OCE_rho_liq':str(OCE_rho_liq), 'ATM_rho':str(ATM_rho), 'SRF_rho':str(SRF_rho), 'RUN_rho':str(RUN_rho)} config['Config'] = { 'ContinueOnError':str(ContinueOnError), 'TestInterp':str(TestInterp), 'readPrec':str(readPrec) } ## -------------------------- ICO = ( 'ICO' in wu.ATM ) LMDZ = ( 'LMD' in wu.ATM ) mm = libIGCM_sys.config ( TagName=TagName, SpaceName=SpaceName, ExperimentName=ExperimentName, JobName=JobName, User=User, Group=Group, ARCHIVE=None, SCRATCHDIR=None, STORAGE=None, R_IN=None, R_OUT=None, R_FIG=None, rebuild=None, TmpDir=None, R_SAVE=None, R_FIGR=None, R_BUFR=None, R_BUF_KSH=None, REBUILD_DIR=None, POST_DIR=None ) globals().update(mm) config['Files']['TmpDir'] = TmpDir config['libIGCM'] = { 'ARCHIVE':ARCHIVE, 'STORAGE':STORAGE, 'TmpDir':TmpDir, 'R_IN':R_IN, 'rebuild':rebuild } ## Defines begining and end of experiment ## -------------------------------------- if wu.unDefined ( 'DateBegin' ) : DateBegin = f'{YearBegin}0101' config['Experiment']['DateBegin'] = str(DateBegin) else : YearBegin, MonthBegin, DayBegin = wu.SplitDate ( DateBegin ) DateBegin = wu.FormatToGregorian (DateBegin) config['Experiment']['YearBegin'] = str(YearBegin) if wu.unDefined ( 'DateEnd' ) : DateEnd = f'{YearEnd}1231' config['Experiment']['DateEnd'] = str(DateEnd) else : YearEnd, MonthEnd, DayEnd = wu.SplitDate ( DateEnd ) DateEnd = wu.FormatToGregorian (DateEnd) config['Experiment']['DateEnd'] = str(DateEnd) if wu.unDefined ( 'PackFrequency' ) : PackFrequency = YearEnd - YearBegin + 1 config['Experiment']['PackFrequency'] = f'{PackFrequency}' if type ( PackFrequency ) == str : if 'Y' in PackFrequency : PackFrequency = PackFrequency.replace ( 'Y', '') if 'M' in PackFrequency : PackFrequency = PackFrequency.replace ( 'M', '') PackFrequency = int ( PackFrequency ) ## Output file with water budget diagnostics ## ----------------------------------------- if wu.unDefined ( 'FileOut' ) : FileOut = f'ATM_waterbudget_{JobName}_{YearBegin}_{YearEnd}' if ICO : if ATM_HIS == 'latlon' : FileOut = f'{FileOut}_LATLON' if ATM_HIS == 'ico' : FileOut = f'{FileOut}_ICO' if readPrec == np.float32 : FileOut = f'{FileOut}_float32' FileOut = f'{FileOut}.out' config['Files']['FileOut'] = FileOut f_out = open ( FileOut, mode = 'w' ) ## Useful functions ## ---------------- if readPrec == float : def rprec (tab) : return tab else : def rprec (tab) : return tab.astype(readPrec).astype(float) def kg2Sv (val, rho=ATM_rho) : '''From kg to Sverdrup''' return val/dtime_sec*1.0e-6/rho def kg2myear (val, rho=ATM_rho) : '''From kg to m/year''' return val/ATM_aire_sea_tot/rho/NbYear def var2prt (var, small=False, rho=ATM_rho) : if small : return var , kg2Sv(var, rho=rho)*1000., kg2myear(var, rho=rho)*1000 else : return var , kg2Sv(var, rho=rho) , kg2myear(var, rho=rho) def prtFlux (Desc, var, Form='F', small=False, rho=ATM_rho, width=15) : if small : if Form in ['f', 'F'] : ff=" {:14.6e} kg | {:12.4f} mSv | {:12.4f} mm/year " if Form in ['e', 'E'] : ff=" {:14.6e} kg | {:12.4e} mSv | {:12.4e} mm/year " else : if Form in ['f', 'F'] : ff=" {:14.6e} kg | {:12.4f} Sv | {:12.4f} m/year " if Form in ['e', 'E'] : ff=" {:14.6e} kg | {:12.4e} Sv | {:12.4e} m/year " echo ( (' {:>{width}} = ' +ff).format (Desc, *var2prt(var, small=small, rho=rho), width=width ) ) return None def echo (string, end='\n') : '''Function to print to stdout *and* output file''' print ( str(string), end=end ) sys.stdout.flush () f_out.write ( str(string) + end ) f_out.flush () return None echo ( f'{ContinueOnError = }' ) echo ( f'{readPrec = }' ) echo ( f'{JobName = }' ) echo ( f'{ConfigCard = }' ) echo ( f'{libIGCM = }' ) echo ( f'{User = }' ) echo ( f'{Group = }' ) echo ( f'{Freq = }' ) echo ( f'{YearBegin = }' ) echo ( f'{YearEnd = }' ) echo ( f'{DateBegin = }' ) echo ( f'{DateEnd = }' ) echo ( f'{PackFrequency = }' ) echo ( f'{ATM = }' ) echo ( f'{Routing = }' ) echo ( f'{ORCA = }' ) echo ( f'{NEMO = }' ) echo ( f'{Coupled = }' ) echo ( f'{ATM_HIS = }' ) echo ( f'{SRF_HIS = }' ) echo ( f'{RUN_HIS = }' ) ## Set libIGCM directories ## ----------------------- if wu.unDefined ('R_OUT' ) : R_OUT = os.path.join ( ARCHIVE , 'IGCM_OUT' ) if wu.unDefined ('R_BUF' ) : R_BUF = os.path.join ( SCRATCHDIR, 'IGCM_OUT' ) if wu.unDefined ('L_EXP' ) : L_EXP = os.path.join (TagName, SpaceName, ExperimentName, JobName) if wu.unDefined ('R_SAVE' ) : R_SAVE = os.path.join ( R_OUT, L_EXP ) if wu.unDefined ('R_BUFR' ) : R_BUFR = os.path.join ( R_BUF, L_EXP ) if wu.unDefined ('POST_DIR' ) : POST_DIR = os.path.join ( R_BUFR, 'Out' ) if wu.unDefined ('REBUILD_DIR') : REBUILD_DIR = os.path.join ( R_BUFR, 'REBUILD' ) if wu.unDefined ('R_BUF_KSH' ) : R_BUF_KSH = os.path.join ( R_BUFR, 'Out' ) if wu.unDefined ('R_FIGR' ) : R_FIGR = os.path.join ( STORAGE, 'IGCM_OUT', L_EXP ) config['libIGCM'].update ( { 'R_OUT':R_OUT, 'R_BUF':R_BUF, 'L_EXP':L_EXP, 'R_BUFR':R_BUFR, 'POST_DIR':POST_DIR, 'REBUILD_DIR':REBUILD_DIR, 'R_BUF_KSH':R_BUF_KSH, 'R_FIGR':R_FIGR, 'rebuild':rebuild } ) ## Set directory to extract files ## ------------------------------ if wu.unDefined ( 'FileDir' ) : FileDir = os.path.join ( TmpDir, f'WATER_{JobName}' ) config['Files']['FileDir'] = FileDir if not os.path.isdir ( FileDir ) : os.makedirs ( FileDir ) ##- Set directories to rebuild ocean and ice restart files if wu.unDefined ( 'FileDirOCE' ) : FileDirOCE = os.path.join ( FileDir, 'OCE' ) if wu.unDefined ( 'FileDirICE' ) : FileDirICE = os.path.join ( FileDir, 'ICE' ) if not os.path.exists ( FileDirOCE ) : os.mkdir ( FileDirOCE ) if not os.path.exists ( FileDirICE ) : os.mkdir ( FileDirICE ) echo (' ') echo ( f'JobName : {JobName}' ) echo ( f'Comment : {Comment}' ) echo ( f'TmpDir : {TmpDir}' ) echo ( f'FileDir : {FileDir}' ) echo ( f'FileDirOCE : {FileDirOCE}' ) echo ( f'FileDirICE : {FileDirICE}' ) echo ( f'\nDealing with {L_EXP}' ) ## Creates model output directory names ## ------------------------------------ if Freq == "MO" : FreqDir = os.path.join ('Output' , 'MO' ) if Freq == "SE" : FreqDir = os.path.join ('Analyse', 'SE' ) if wu.unDefined ('dir_ATM_his' ) : dir_ATM_his = os.path.join ( R_SAVE, "ATM", FreqDir ) config['Files']['dir_ATM_his'] = dir_ATM_his if wu.unDefined ( 'dir_SRF_his' ) : dir_SRF_his = os.path.join ( R_SAVE, "SRF", FreqDir ) config['Files']['dir_SRF_his'] = dir_SRF_his echo ( f'The analysis relies on files from the following model output directories : ' ) echo ( f'{dir_ATM_his = }' ) echo ( f'{dir_SRF_his = }' ) ##-- Creates files names if wu.unDefined ( 'Period' ) : if Freq == 'MO' : Period = f'{DateBegin}_{DateEnd}_1M' if Freq == 'SE' : Period = f'SE_{DateBegin}_{DateEnd}_1M' config['Files']['Period'] = Period config['Files']['DateBegin'] = DateBegin config['Files']['DateBegin'] = DateEnd echo ( f'Period : {Period}' ) if wu.unDefined ( 'FileCommon' ) : FileCommon = f'{JobName}_{Period}' config['Files']['FileCommon'] = FileCommon if wu.unDefined ( 'Title' ) : Title = f'{JobName} : {Freq} : {DateBegin} - {DateEnd}' config['Files']['Title'] = Title echo ('\nOpen history files' ) if wu.unDefined ( 'file_ATM_his' ) : if ATM_HIS == 'latlon' : file_ATM_his = os.path.join ( dir_ATM_his, f'{FileCommon}_histmth.nc' ) if ATM_HIS == 'ico' : file_ATM_his = os.path.join ( dir_ATM_his, f'{FileCommon}_histmth_ico.nc' ) config['Files']['file_ATM_his'] = file_ATM_his if wu.unDefined ( 'file_SRF_his' ) : if ATM_HIS == 'latlon' : file_SRF_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history.nc' ) if ATM_HIS == 'ico' : file_SRF_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history_ico.nc' ) config['Files']['file_SRF_his'] = file_SRF_his if Routing == 'SIMPLE' : if file_RUN_his == None : if ATM_HIS == 'latlon' : file_RUN_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history.nc' ) if ATM_HIS == 'ico' : file_RUN_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history_ico.nc' ) config['Files']['file_RUN_his'] = file_RUN_his d_ATM_his = xr.open_dataset ( file_ATM_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() d_SRF_his = xr.open_dataset ( file_SRF_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() if Routing == 'SECHIBA' : d_RUN_his = d_SRF_his if Routing == 'SIMPLE' : d_RUN_his = xr.open_dataset ( file_RUN_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() echo ( f'{file_ATM_his = }' ) echo ( f'{file_SRF_his = }' ) if Routing == 'SIMPLE' : echo ( f'{file_RUN_his = }' ) ## Compute run length ## ------------------ dtime = ( d_ATM_his.time_counter_bounds.max() - d_ATM_his.time_counter_bounds.min() ) echo ('\nRun length : {:8.2f} days'.format ( (dtime/np.timedelta64(1, "D")).values ) ) dtime_sec = (dtime/np.timedelta64(1, "s")).values.item() # Convert in seconds ##-- Compute length of each period dtime_per = (d_ATM_his.time_counter_bounds[:,-1] - d_ATM_his.time_counter_bounds[:,0] ) echo ('\nPeriods lengths (days) : {:} days'.format ( (dtime_per/np.timedelta64(1, "D")).values ) ) dtime_per_sec = (dtime_per/np.timedelta64(1, "s")).values # In seconds dtime_per_sec = xr.DataArray (dtime_per_sec, dims=["time_counter", ], coords=[d_ATM_his.time_counter,] ) dtime_per_sec.attrs['unit'] = 's' ##-- Number of years (approximative) NbYear = dtime_sec / YearLength ##-- Extract restart files from tar if wu.unDefined ('TarRestartDate_beg' ) : TarRestartDate_beg = wu.DateMinusOneDay ( DateBegin ) if wu.unDefined ('TarRestartDate_end' ) : TarRestartDate_end = wu.FormatToGregorian ( DateEnd ) if wu.unDefined ( 'TarRestartPeriod_beg' ) : TarRestartPeriod_beg_DateEnd = TarRestartDate_beg TarRestartPeriod_beg_DateBeg = wu.DateAddYear ( TarRestartPeriod_beg_DateEnd, -PackFrequency ) TarRestartPeriod_beg_DateBeg = wu.DatePlusOneDay ( TarRestartPeriod_beg_DateBeg ) TarRestartPeriod_beg = f'{TarRestartPeriod_beg_DateBeg}_{TarRestartPeriod_beg_DateEnd}' echo (f'Tar period for initial restart : {TarRestartPeriod_beg}') config['Files']['TarRestartPeriod_beg'] = TarRestartPeriod_beg if wu.unDefined ( 'TarRestartPeriod_end' ) : TarRestartPeriod_end_DateEnd = TarRestartDate_end TarRestartPeriod_end_DateBeg = wu.DateAddYear ( TarRestartPeriod_end_DateEnd, -PackFrequency ) TarRestartPeriod_end_DateBeg = wu.DatePlusOneDay ( TarRestartPeriod_end_DateBeg ) TarRestartPeriod_end = f'{TarRestartPeriod_end_DateBeg}_{TarRestartPeriod_end_DateEnd}' echo (f'Tar period for final restart : {TarRestartPeriod_end}') config['Files']['TarRestartPeriod_end'] = TarRestartPeriod_end echo (f'Restart dates - Start : {TarRestartPeriod_beg} / End : {TarRestartPeriod_end}') if wu.unDefined ( 'tar_restart_beg' ) : tar_restart_beg = os.path.join ( R_SAVE, 'RESTART', f'{JobName}_{TarRestartPeriod_beg}_restart.tar' ) config['Files']['tar_restart_beg'] = tar_restart_beg if wu.unDefined ( 'tar_restart_end' ) : tar_restart_end = os.path.join ( R_SAVE, 'RESTART', f'{JobName}_{TarRestartPeriod_end}_restart.tar' ) config['Files']['tar_restart_end'] = tar_restart_end echo ( f'{tar_restart_beg = }' ) echo ( f'{tar_restart_end = }' ) ##-- Names of tar files with restarts if wu.unDefined ( 'SRF_HIS' ) : SRF_HIS = ATM_HIS if wu.unDefined ( 'tar_restart_beg_ATM' ) : tar_restart_beg_ATM = tar_restart_beg if wu.unDefined ( 'tar_restart_beg_DYN' ) : tar_restart_beg_DYN = tar_restart_beg if wu.unDefined ( 'tar_restart_beg_SRF' ) : tar_restart_beg_SRF = tar_restart_beg if wu.unDefined ( 'tar_restart_beg_RUN' ) : tar_restart_beg_RUN = tar_restart_beg if wu.unDefined ( 'tar_restart_beg_OCE' ) : tar_restart_beg_OCE = tar_restart_beg if wu.unDefined ( 'tar_restart_beg_ICE' ) : tar_restart_beg_ICE = tar_restart_beg if wu.unDefined ( 'tar_restart_end_ATM' ) : tar_restart_end_ATM = tar_restart_end if wu.unDefined ( 'tar_restart_end_DYN' ) : tar_restart_end_DYN = tar_restart_end if wu.unDefined ( 'tar_restart_end_SRF' ) : tar_restart_end_SRF = tar_restart_end if wu.unDefined ( 'tar_restart_end_RUN' ) : tar_restart_end_RUN = tar_restart_end if wu.unDefined ( 'tar_restart_end_OCE' ) : tar_restart_end_OCE = tar_restart_end if wu.unDefined ( 'tar_restart_end_ICE' ) : tar_restart_end_ICE = tar_restart_end if wu.unDefined ( 'file_ATM_beg' ) : file_ATM_beg = f'{FileDir}/ATM_{JobName}_{TarRestartDate_beg}_restartphy.nc' config['Files']['file_ATM_beg'] = file_ATM_beg if wu.unDefined ( 'file_ATM_end' ) : file_ATM_end = f'{FileDir}/ATM_{JobName}_{TarRestartDate_end}_restartphy.nc' config['Files']['file_ATM_end'] = file_ATM_end liste_beg = [file_ATM_beg, ] liste_end = [file_ATM_end, ] if wu.unDefined ( 'file_DYN_beg' ) : if LMDZ : file_DYN_beg = f'{FileDir}/ATM_{JobName}_{TarRestartDate_beg}_restart.nc' if ICO : file_DYN_beg = f'{FileDir}/ICO_{JobName}_{TarRestartDate_beg}_restart.nc' liste_beg.append (file_DYN_beg) config['Files']['file_DYN_beg'] = file_DYN_beg if wu.unDefined ( 'file_DYN_end' ) : if LMDZ : file_DYN_end = f'{FileDir}/ATM_{JobName}_{TarRestartDate_end}_restart.nc' if ICO : file_DYN_end = f'{FileDir}/ICO_{JobName}_{TarRestartDate_end}_restart.nc' liste_end.append ( file_DYN_end ) config['Files']['file_DYN_end'] = file_DYN_end if wu.unDefined ( 'file_SRF_beg' ) : file_SRF_beg = f'{FileDir}/SRF_{JobName}_{TarRestartDate_beg}_sechiba_rest.nc' config['Files']['file_SRF_beg'] = file_SRF_beg if wu.unDefined ( 'file_SRF_end' ) : file_SRF_end = f'{FileDir}/SRF_{JobName}_{TarRestartDate_end}_sechiba_rest.nc' config['Files']['file_SRF_end'] = file_SRF_end liste_beg.append ( file_SRF_beg ) liste_end.append ( file_SRF_end ) echo ( f'{file_ATM_beg = }') echo ( f'{file_ATM_end = }') echo ( f'{file_DYN_beg = }') echo ( f'{file_DYN_end = }') echo ( f'{file_SRF_beg = }') echo ( f'{file_SRF_end = }') if ICO : if wu.unDefined ('file_DYN_aire') : file_DYN_aire = os.path.join ( R_IN, 'ATM', 'GRID', ATM+'_grid.nc' ) config['Files']['file_DYN_aire'] = file_DYN_aire if Routing == 'SIMPLE' : if wu.unDefined ( 'file_RUN_beg' ) : file_RUN_beg = f'{FileDir}/SRF_{JobName}_{TarRestartDate_beg}_routing_restart.nc' config['Files']['file_RUN_beg'] = file_RUN_beg if wu.unDefined ( 'file_RUN_end' ) : file_RUN_end = f'{FileDir}/SRF_{JobName}_{TarRestartDate_end}_routing_restart.nc' config['Files']['file_RUN_end'] = file_RUN_end liste_beg.append ( file_RUN_beg ) liste_end.append ( file_RUN_end ) echo ( f'{file_RUN_beg = }' ) echo ( f'{file_RUN_end = }' ) echo ('\nExtract restart files from tar : ATM, ICO and SRF') def extract_and_rebuild ( file_name=file_ATM_beg, tar_restart=tar_restart_end, FileDirComp=FileDir, ErrorCount=ErrorCount ) : echo ( f'----------') echo ( f'file to extract : {file_name = }' ) if os.path.exists ( os.path.join (FileDir, file_name) ) : echo ( f'file found : {file_name = }' ) else : echo ( f'file not found : {file_name = }' ) base_resFile = os.path.basename (file_name) if os.path.exists ( tar_restart ) : command = f'cd {FileDir} ; tar xf {tar_restart} {base_resFile}' echo ( f'{command = }' ) try : os.system ( command ) except : if ContinueOnError : ErrorCount += 1 echo ( f'****** Command failed : {command}' ) echo ( f'****** Trying to continue' ) echo ( ' ') else : raise Exception ( f'**** command failed : {command} - Stopping' ) else : echo ( f'tar done : {base_resFile}' ) else : echo ( f'****** Tar restart file {tar_restart = } not found ' ) if ContinueOnError : ErrorCount += 1 else : raise Exception ( f'****** tar file not found {tar_restart = } - Stopping' ) return ErrorCount ErrorCount += extract_and_rebuild ( file_name=file_ATM_beg, tar_restart=tar_restart_beg_ATM, FileDirComp=FileDir ) ErrorCount += extract_and_rebuild ( file_name=file_DYN_beg, tar_restart=tar_restart_beg_DYN, FileDirComp=FileDir ) ErrorCount += extract_and_rebuild ( file_name=file_SRF_beg, tar_restart=tar_restart_beg_SRF, FileDirComp=FileDir ) ErrorCount += extract_and_rebuild ( file_name=file_ATM_end, tar_restart=tar_restart_end_ATM, FileDirComp=FileDir ) ErrorCount += extract_and_rebuild ( file_name=file_DYN_end, tar_restart=tar_restart_end_DYN, FileDirComp=FileDir ) ErrorCount += extract_and_rebuild ( file_name=file_SRF_end, tar_restart=tar_restart_end_SRF, FileDirComp=FileDir ) if Routing == 'SIMPLE' : ErrorCount += extract_and_rebuild ( file_name=file_RUN_beg, tar_restart=tar_restart_beg_RUN, FileDirComp=FileDir ) ErrorCount += extract_and_rebuild ( file_name=file_RUN_end, tar_restart=tar_restart_end_RUN, FileDirComp=FileDir ) ##-- Exit in case of error in the opening file phase if ErrorCount > 0 : echo ( ' ' ) raise Exception ( f'**** Some files missing - Stopping - {ErrorCount = }' ) ## echo ('\nOpening ATM SRF and ICO restart files') d_ATM_beg = xr.open_dataset ( os.path.join (FileDir, file_ATM_beg), decode_times=False, decode_cf=True ).squeeze() d_ATM_end = xr.open_dataset ( os.path.join (FileDir, file_ATM_end), decode_times=False, decode_cf=True ).squeeze() d_SRF_beg = xr.open_dataset ( os.path.join (FileDir, file_SRF_beg), decode_times=False, decode_cf=True ).squeeze() d_SRF_end = xr.open_dataset ( os.path.join (FileDir, file_SRF_end), decode_times=False, decode_cf=True ).squeeze() d_DYN_beg = xr.open_dataset ( os.path.join (FileDir, file_DYN_beg), decode_times=False, decode_cf=True ).squeeze() d_DYN_end = xr.open_dataset ( os.path.join (FileDir, file_DYN_end), decode_times=False, decode_cf=True ).squeeze() for var in d_SRF_beg.variables : d_SRF_beg[var] = d_SRF_beg[var].where ( d_SRF_beg[var]<1.e20, 0.) d_SRF_end[var] = d_SRF_end[var].where ( d_SRF_end[var]<1.e20, 0.) if Routing == 'SIMPLE' : d_RUN_beg = xr.open_dataset ( os.path.join (FileDir, file_RUN_beg), decode_times=False, decode_cf=True ).squeeze() d_RUN_end = xr.open_dataset ( os.path.join (FileDir, file_RUN_end), decode_times=False, decode_cf=True ).squeeze() def to_cell ( dd, newname='cell' ) : '''Set space dimension to 'cell' ''' for oldname in [ 'cell_mesh', 'y', 'points_physiques' ] : try : dd = dd.rename ( {oldname : newname} ) except : pass return dd d_ATM_beg = to_cell ( d_ATM_beg ) d_ATM_end = to_cell ( d_ATM_end ) d_SRF_beg = to_cell ( d_SRF_beg ) d_SRF_end = to_cell ( d_SRF_end ) d_DYN_beg = to_cell ( d_DYN_beg ) d_DYN_end = to_cell ( d_DYN_end ) if Routing == 'SIMPLE' : d_RUN_beg = to_cell ( d_RUN_beg ) d_RUN_end = to_cell ( d_RUN_end ) d_ATM_his = to_cell ( d_ATM_his ) d_SRF_his = to_cell ( d_SRF_his ) echo ( f'{file_ATM_beg = }' ) echo ( f'{file_ATM_end = }' ) echo ( f'{file_DYN_beg = }' ) echo ( f'{file_DYN_end = }' ) echo ( f'{file_SRF_beg = }' ) echo ( f'{file_SRF_end = }' ) if Routing == 'SIMPLE' : echo ( f'{file_RUN_beg = }' ) echo ( f'{file_RUN_end = }' ) ## Write the full configuration config_out = open (FullIniFile, 'w') config.write ( config_out ) config_out.close () # ATM grid with cell surfaces if LMDZ : echo ('ATM grid with cell surfaces : LMDZ') ATM_lat = lmdz.geo2point ( rprec (d_ATM_his ['lat'])+0*rprec (d_ATM_his ['lon']), dim1D='cell' ) ATM_lon = lmdz.geo2point ( 0*rprec (d_ATM_his ['lat'])+ rprec (d_ATM_his ['lon']), dim1D='cell' ) ATM_aire = lmdz.geo2point ( rprec (d_ATM_his ['aire'] [0]), cumulPoles=True, dim1D='cell' ) ATM_fter = lmdz.geo2point ( rprec (d_ATM_his ['fract_ter'][0]), dim1D='cell' ) ATM_foce = lmdz.geo2point ( rprec (d_ATM_his ['fract_oce'][0]), dim1D='cell' ) ATM_fsic = lmdz.geo2point ( rprec (d_ATM_his ['fract_sic'][0]), dim1D='cell' ) ATM_flic = lmdz.geo2point ( rprec (d_ATM_his ['fract_lic'][0]), dim1D='cell' ) SRF_lat = lmdz.geo2point ( rprec (d_SRF_his ['lat'])+0*rprec (d_SRF_his ['lon']), dim1D='cell' ) SRF_lon = lmdz.geo2point ( 0*rprec (d_SRF_his ['lat'])+ rprec (d_SRF_his ['lon']), dim1D='cell' ) SRF_aire = lmdz.geo2point ( rprec (d_SRF_his ['Areas']) * rprec (d_SRF_his ['Contfrac']), dim1D='cell', cumulPoles=True ) SRF_areas = lmdz.geo2point ( rprec (d_SRF_his ['Areas']) , dim1D='cell', cumulPoles=True ) SRF_contfrac = lmdz.geo2point ( rprec (d_SRF_his ['Contfrac']), dim1D='cell' ) if ICO : if ATM_HIS == 'latlon' : echo ( 'ATM areas and fractions on latlon grid' ) if 'lat_dom_out' in d_ATM_his.variables : ATM_lat = lmdz.geo2point ( rprec (d_ATM_his ['lat_dom_out'])+0*rprec (d_ATM_his ['lon_dom_out']), dim1D='cell' ) ATM_lon = lmdz.geo2point ( 0*rprec (d_ATM_his ['lat_dom_out'])+ rprec (d_ATM_his ['lon_dom_out']), dim1D='cell' ) else : ATM_lat = lmdz.geo2point ( rprec (d_ATM_his ['lat'])+0*rprec (d_ATM_his ['lon']), dim1D='cell' ) ATM_lon = lmdz.geo2point ( 0*rprec (d_ATM_his ['lat'])+ rprec (d_ATM_his ['lon']), dim1D='cell' ) ATM_aire = lmdz.geo2point ( rprec (d_ATM_his ['aire'][0]).squeeze(), cumulPoles=True, dim1D='cell' ) ATM_fter = lmdz.geo2point ( rprec (d_ATM_his ['fract_ter'][0]), dim1D='cell' ) ATM_foce = lmdz.geo2point ( rprec (d_ATM_his ['fract_oce'][0]), dim1D='cell' ) ATM_fsic = lmdz.geo2point ( rprec (d_ATM_his ['fract_sic'][0]), dim1D='cell' ) ATM_flic = lmdz.geo2point ( rprec (d_ATM_his ['fract_lic'][0]), dim1D='cell' ) if ATM_HIS == 'ico' : echo ( 'ATM areas and fractions on ICO grid' ) ATM_aire = rprec (d_ATM_his ['aire'] [0]).squeeze() ATM_lat = rprec (d_ATM_his ['lat'] ) ATM_lon = rprec (d_ATM_his ['lon'] ) ATM_fter = rprec (d_ATM_his ['fract_ter'][0]) ATM_foce = rprec (d_ATM_his ['fract_oce'][0]) ATM_fsic = rprec (d_ATM_his ['fract_sic'][0]) ATM_flic = rprec (d_ATM_his ['fract_lic'][0]) if SRF_HIS == 'latlon' : echo ( 'SRF areas and fractions on latlon grid' ) if 'lat_domain_landpoints_out' in d_SRF_his : SRF_lat = lmdz.geo2point ( rprec (d_SRF_his ['lat_domain_landpoints_out'])+0*rprec (d_SRF_his ['lon_domain_landpoints_out']), dim1D='cell' ) SRF_lon = lmdz.geo2point ( 0*rprec (d_SRF_his ['lat_domain_landpoints_out'])+ rprec (d_SRF_his ['lon_domain_landpoints_out']), dim1D='cell' ) else : if 'lat_domain_landpoints_out' in d_SRF_his : SRF_lat = lmdz.geo2point ( rprec (d_SRF_his ['lat_dom_out'])+0*rprec (d_SRF_his ['lon_dom_out']), dim1D='cell' ) SRF_lon = lmdz.geo2point ( 0*rprec (d_SRF_his ['lat_dom_out'])+ rprec (d_SRF_his ['lon_dom_out']), dim1D='cell' ) else : SRF_lat = lmdz.geo2point ( rprec (d_SRF_his ['lat'])+0*rprec (d_SRF_his ['lon']), dim1D='cell' ) SRF_lon = lmdz.geo2point ( 0*rprec (d_SRF_his ['lat'])+ rprec (d_SRF_his ['lon']), dim1D='cell' ) SRF_areas = lmdz.geo2point ( rprec (d_SRF_his ['Areas'] ) , dim1D='cell', cumulPoles=True ) SRF_areafrac = lmdz.geo2point ( rprec (d_SRF_his ['AreaFrac']) , dim1D='cell', cumulPoles=True ) SRF_contfrac = lmdz.geo2point ( rprec (d_SRF_his ['Contfrac']) , dim1D='cell', cumulPoles=True ) SRF_aire = SRF_areafrac if SRF_HIS == 'ico' : echo ( 'SRF areas and fractions on latlon grid' ) SRF_lat = rprec (d_SRF_his ['lat'] ) SRF_lon = rprec (d_SRF_his ['lon'] ) SRF_areas = rprec (d_SRF_his ['Areas'] ) SRF_contfrac = rprec (d_SRF_his ['Contfrac']) SRF_aire = SRF_areas * SRF_contfrac ATM_fsea = ATM_foce + ATM_fsic ATM_flnd = ATM_fter + ATM_flic ATM_aire_fter = ATM_aire * ATM_fter ATM_aire_flic = ATM_aire * ATM_flic ATM_aire_fsic = ATM_aire * ATM_fsic ATM_aire_foce = ATM_aire * ATM_foce ATM_aire_flnd = ATM_aire * ATM_flnd ATM_aire_fsea = ATM_aire * ATM_fsea #SRF_aire = SRF_aire.where ( np.abs (SRF_aire) < 1E15, 0. ) ## Write the full configuration config_out = open (FullIniFile, 'w') config.write ( config_out ) config_out.close () if ICO : # Area on icosahedron grid d_DYN_aire = xr.open_dataset ( file_DYN_aire, decode_times=False ).squeeze() if SortIco : # Creation d'une clef de tri pour le fichier aire DYN_aire_keysort = np.lexsort ( (d_DYN_aire['lat'], d_DYN_aire['lon']) ) else : DYN_aire_keysort = np.arange ( len ( d_DYN_aire['lat'] ) ) DYN_lat = d_DYN_aire['lat'] DYN_lon = d_DYN_aire['lon'] DYN_aire = d_DYN_aire['aire'] DYN_fsea = d_DYN_aire['fract_oce'] + d_DYN_aire['fract_sic'] DYN_flnd = 1.0 - DYN_fsea DYN_fter = d_ATM_beg['FTER'] DYN_flic = d_ATM_beg['FLIC'] DYN_aire_fter = DYN_aire * DYN_fter if LMDZ : # Area on lon/lat grid DYN_aire = ATM_aire DYN_fsea = ATM_fsea DYN_flnd = ATM_flnd DYN_fter = rprec (d_ATM_beg['FTER']) DYN_flic = rprec (d_ATM_beg['FLIC']) DYN_aire_fter = DYN_aire * DYN_fter # Functions computing integrals and sum def DYN_stock_int (stock) : '''Integrate (* surface) stock on atmosphere grid''' DYN_stock_int = wu.Psum ( (stock * DYN_aire).to_masked_array().ravel() ) return DYN_stock_int def ATM_flux_int (flux) : '''Integrate (* time * surface) flux on atmosphere grid''' ATM_flux_int = wu.Psum ( (flux * dtime_per_sec * ATM_aire).to_masked_array().ravel() ) return ATM_flux_int def LIC_flux_int (flux) : '''Integrate (* time * surface) flux on land ice grid''' LIC_flux_int = wu.Psum ( (flux * dtime_per_sec * ATM_aire_flic).to_masked_array().ravel() ) return LIC_flux_int def SRF_stock_int (stock) : '''Integrate (* surface) stock on land grid''' SRF_stock_int = wu.Ksum ( ( (stock * DYN_aire_fter).to_masked_array().ravel()) ) return SRF_stock_int def SRF_flux_int (flux) : '''Integrate (* time * surface) flux on land grid''' SRF_flux_int = wu.Psum ( (flux * dtime_per_sec * SRF_aire).to_masked_array().ravel() ) return SRF_flux_int def ONE_stock_int (stock) : '''Sum stock ''' ONE_stock_int = wu.Psum ( stock.to_masked_array().ravel() ) return ONE_stock_int def ONE_flux_int (flux) : '''Integrate (* time) flux on area=1 grid ''' ONE_flux_int = wu.Psum ( (flux * dtime_per_sec ).to_masked_array().ravel() ) return ONE_flux_int def Sprec ( tlist ) : '''Accurate sum of list of scalar elements''' return wu.Psum ( np.array ( tlist) ) ATM_aire_sea = ATM_aire * ATM_fsea ATM_aire_tot = ONE_stock_int (ATM_aire) ATM_aire_sea_tot = ONE_stock_int (ATM_aire_fsea) ATM_aire_ter_tot = ONE_stock_int (ATM_aire_fter) ATM_aire_lic_tot = ONE_stock_int (ATM_aire_flic) DYN_aire_tot = ONE_stock_int ( DYN_aire ) SRF_aire_tot = ONE_stock_int ( SRF_aire ) echo ('') echo ( f'ATM DYN : Area of atmosphere : {DYN_aire_tot:18.9e}' ) echo ( f'ATM HIS : Area of atmosphere : {ATM_aire_tot:18.9e}' ) echo ( f'ATM HIS : Area of ter in atmosphere : {ATM_aire_ter_tot:18.9e}' ) echo ( f'ATM HIS : Area of lic in atmosphere : {ATM_aire_lic_tot:18.9e}' ) echo ( f'ATM SRF : Area of atmosphere : {SRF_aire_tot:18.9e}' ) echo ('') echo ( 'ATM DYN : Area of atmosphere/(4pi R^2) : {:18.9f}'.format(DYN_aire_tot/(Ra*Ra*4*np.pi) ) ) echo ( 'ATM HIS : Area of atmosphere/(4pi R^2) : {:18.9f}'.format(ATM_aire_tot/(Ra*Ra*4*np.pi) ) ) echo ( 'ATM HIS : Area of ter in atmosphere/(4pi R^2) : {:18.9f}'.format(ATM_aire_ter_tot/(Ra*Ra*4*np.pi) ) ) echo ( 'ATM SRF : Area of atmosphere/(4pi R^2) : {:18.9f}'.format(SRF_aire_tot/(Ra*Ra*4*np.pi) ) ) echo ('') echo ( f'ATM SRF : Area of atmosphere (no contfrac): {ONE_stock_int (SRF_areas):18.9e}' ) if ( np.abs (ATM_aire_tot/(Ra*Ra*4*np.pi) - 1.0) > 0.01 ) : raise Exception ('Error of atmosphere surface interpolated on lon/lat grid') echo ( '\n====================================================================================' ) echo ( f'-- ATM changes in stores -- {Title} ' ) #-- Change in precipitable water from the atmosphere daily and monthly files #-- Compute sum weighted by gridcell area (kg/m2) then convert to Sv echo ( 'ATM vertical grid' ) ATM_Ahyb = d_ATM_his['Ahyb'].squeeze() ATM_Bhyb = d_ATM_his['Bhyb'].squeeze() echo ( 'Surface pressure' ) if ICO : DYN_psol_beg = d_DYN_beg['ps'] DYN_psol_end = d_DYN_end['ps'] if LMDZ : DYN_psol_beg = lmdz.geo2point ( d_DYN_beg['ps'].isel(rlonv=slice(0,-1)), dim1D='cell' ) DYN_psol_end = lmdz.geo2point ( d_DYN_end['ps'].isel(rlonv=slice(0,-1)), dim1D='cell' ) echo ( '3D Pressure at the interface layers (not scalar points)' ) DYN_pres_beg = ATM_Ahyb + ATM_Bhyb * DYN_psol_beg DYN_pres_end = ATM_Ahyb + ATM_Bhyb * DYN_psol_end echo ( 'Check computation of pressure levels' ) ind = np.empty (8) ind[0] = (DYN_pres_beg[ 0]-DYN_psol_beg).min().item() ind[1] = (DYN_pres_beg[ 0]-DYN_psol_beg).max().item() ind[2] = (DYN_pres_beg[-1]).min().item() ind[3] = (DYN_pres_beg[-1]).max().item() ind[4] = (DYN_pres_end[ 0]-DYN_psol_end).min().item() ind[5] = (DYN_pres_end[ 0]-DYN_psol_end).max().item() ind[6] = (DYN_pres_end[-1]).min().item() ind[7] = (DYN_pres_end[-1]).max().item() if any ( ind != 0) : echo ( 'All values should be zero' ) echo ( f'(DYN_pres_beg[ 0]-DYN_psol_beg).min().item() = {ind[0]}' ) echo ( f'(DYN_pres_beg[ 0]-DYN_psol_beg).max().item() = {ind[1]}' ) echo ( f'(DYN_pres_beg[-1]).min().item() = {ind[2]}' ) echo ( f'(DYN_pres_beg[-1]).max().item() = {ind[3]}' ) echo ( f'(DYN_pres_end[ 0]-DYN_psol_end).min().item() = {ind[4]}' ) echo ( f'(DYN_pres_end[ 0]-DYN_psol_end).max().item() = {ind[5]}' ) echo ( f'(DYN_pres_end[-1]).min().item() = {ind[6]}' ) echo ( f'(DYN_pres_end[-1]).max().item() = {ind[7]}' ) raise Exception klevp1 = ATM_Bhyb.shape[-1] cell = DYN_psol_beg.shape[-1] klev = klevp1 - 1 echo ( 'Layer thickness (pressure)' ) DYN_mass_beg = xr.DataArray ( np.empty( (klev, cell)), dims = ('sigs', 'cell'), coords=(np.arange(klev), np.arange(cell) ) ) DYN_mass_end = xr.DataArray ( np.empty( (klev, cell)), dims = ('sigs', 'cell'), coords=(np.arange(klev), np.arange(cell) ) ) for k in np.arange (klev) : DYN_mass_beg[k,:] = ( DYN_pres_beg[k,:] - DYN_pres_beg[k+1,:] ) / Grav DYN_mass_end[k,:] = ( DYN_pres_end[k,:] - DYN_pres_end[k+1,:] ) / Grav DYN_mass_beg_2D = DYN_mass_beg.sum (dim='sigs') DYN_mass_end_2D = DYN_mass_end.sum (dim='sigs') DYN_mas_air_beg = DYN_stock_int ( DYN_mass_beg_2D ) DYN_mas_air_end = DYN_stock_int ( DYN_mass_end_2D ) echo ( 'Vertical and horizontal integral, and sum of liquid, solid and vapor water phases' ) if LMDZ : if 'H2Ov' in d_DYN_beg.variables : echo ('reading LATLON : H2Ov, H2Ol, H2Oi' ) DYN_wat_beg = lmdz.geo3point ( d_DYN_beg['H2Ov'] + d_DYN_beg['H2Ol'] + d_DYN_beg['H2Oi'].isel(rlonv=slice(0,-1) ), dim1D='cell' ) DYN_wat_end = lmdz.geo3point ( d_DYN_end['H2Ov'] + d_DYN_end['H2Ol'] + d_DYN_end['H2Oi'].isel(rlonv=slice(0,-1) ), dim1D='cell' ) if 'H2Ov_g' in d_DYN_beg.variables : echo ('reading LATLON : H2O_g, H2O_l, H2O_s' ) DYN_wat_beg = lmdz.geo3point ( (d_DYN_beg['H2O_g'] + d_DYN_beg['H2O_l'] + d_DYN_beg['H2O_s']).isel(rlonv=slice(0,-1) ), dim1D='cell' ) DYN_wat_end = lmdz.geo3point ( (d_DYN_end['H2O_g'] + d_DYN_end['H2O_l'] + d_DYN_end['H2O_s']).isel(rlonv=slice(0,-1) ), dim1D='cell' ) if ICO : if 'H2Ov_g' in d_DYN_beg.variables : echo ('reading ICO : H2O_g, H2O_l, H2O_s' ) DYN_wat_beg = (d_DYN_beg['H2O_g'] + d_DYN_beg['H2O_l'] + d_DYN_beg['H2O_s']) DYN_wat_end = (d_DYN_end['H2O_g'] + d_DYN_end['H2O_l'] + d_DYN_end['H2O_s']) elif 'H2O_g' in d_DYN_beg.variables : echo ('reading ICO : H2O_g, H2O_l, H2O_s' ) DYN_wat_beg = (d_DYN_beg['H2O_g'] + d_DYN_beg['H2O_l'] + d_DYN_beg['H2O_s']) DYN_wat_end = (d_DYN_end['H2O_g'] + d_DYN_end['H2O_l'] + d_DYN_end['H2O_s']) elif 'q' in d_DYN_beg.variables : echo ('reading ICO : q' ) DYN_wat_beg = (d_DYN_beg['q'].isel(nq=0) + d_DYN_beg['q'].isel(nq=1) + d_DYN_beg['q'].isel(nq=2) ) DYN_wat_end = (d_DYN_end['q'].isel(nq=0) + d_DYN_end['q'].isel(nq=1) + d_DYN_end['q'].isel(nq=2) ) if 'lev' in DYN_wat_beg.dims : DYN_wat_beg = DYN_wat_beg.rename ( {'lev':'sigs'} ) DYN_wat_end = DYN_wat_end.rename ( {'lev':'sigs'} ) echo ( 'Compute water content : vertical and horizontal integral' ) DYN_wat_beg_2D = (DYN_mass_beg * DYN_wat_beg).sum (dim='sigs') DYN_wat_end_2D = (DYN_mass_end * DYN_wat_end).sum (dim='sigs') DYN_mas_wat_beg = DYN_stock_int ( DYN_wat_beg_2D ) DYN_mas_wat_end = DYN_stock_int ( DYN_wat_end_2D ) echo ( 'Variation of water content' ) dDYN_mas_wat = DYN_mas_wat_end - DYN_mas_wat_beg echo ( f'\nChange of atmosphere water content (dynamics) -- {Title} ' ) echo ( '------------------------------------------------------------------------------------' ) echo ( 'DYN_mas_air_beg = {:12.6e} kg | DYN_mas_air_end = {:12.6e} kg'.format (DYN_mas_air_beg, DYN_mas_air_end) ) echo ( 'DYN_mas_wat_beg = {:12.6e} kg | DYN_mas_wat_end = {:12.6e} kg'.format (DYN_mas_wat_beg, DYN_mas_wat_end) ) prtFlux ( 'dMass (atm) ', dDYN_mas_wat, 'e', True ) ATM_sno_beg = d_ATM_beg['SNOW01']*d_ATM_beg['FTER'] + d_ATM_beg['SNOW02']*d_ATM_beg['FLIC'] + \ d_ATM_beg['SNOW03']*d_ATM_beg['FOCE'] + d_ATM_beg['SNOW04']*d_ATM_beg['FSIC'] ATM_sno_end = d_ATM_end['SNOW01']*d_ATM_end['FTER'] + d_ATM_end['SNOW02']*d_ATM_end['FLIC'] + \ d_ATM_end['SNOW03']*d_ATM_end['FOCE'] + d_ATM_end['SNOW04']*d_ATM_end['FSIC'] ATM_qs_beg = d_ATM_beg['QS01'] *d_ATM_beg['FTER'] + d_ATM_beg['QS02'] *d_ATM_beg['FLIC'] + \ d_ATM_beg['QS03'] *d_ATM_beg['FOCE'] + d_ATM_beg['QS04'] *d_ATM_beg['FSIC'] ATM_qs_end = d_ATM_end['QS01'] *d_ATM_end['FTER'] + d_ATM_end['QS02'] *d_ATM_end['FLIC'] + \ d_ATM_end['QS03'] *d_ATM_end['FOCE'] + d_ATM_end['QS04'] *d_ATM_end['FSIC'] ATM_qsol_beg = d_ATM_beg['QSOL'] ATM_qsol_end = d_ATM_end['QSOL'] LIC_sno_beg = d_ATM_beg['SNOW02']*d_ATM_beg['FLIC'] LIC_sno_end = d_ATM_end['SNOW02']*d_ATM_end['FLIC'] LIC_runlic0_beg = d_ATM_beg['RUNOFFLIC0'] LIC_runlic0_end = d_ATM_end['RUNOFFLIC0'] ATM_qs01_beg = d_ATM_beg['QS01'] * d_ATM_beg['FTER'] ATM_qs02_beg = d_ATM_beg['QS02'] * d_ATM_beg['FLIC'] ATM_qs03_beg = d_ATM_beg['QS03'] * d_ATM_beg['FOCE'] ATM_qs04_beg = d_ATM_beg['QS04'] * d_ATM_beg['FSIC'] ATM_qs01_end = d_ATM_end['QS01'] * d_ATM_end['FTER'] ATM_qs02_end = d_ATM_end['QS02'] * d_ATM_end['FLIC'] ATM_qs03_end = d_ATM_end['QS03'] * d_ATM_end['FOCE'] ATM_qs04_end = d_ATM_end['QS04'] * d_ATM_end['FSIC'] if ICO : ATM_sno_beg = ATM_sno_beg ATM_sno_end = ATM_sno_end ATM_qs_beg = ATM_qs_beg ATM_qs_end = ATM_qs_end ATM_qsol_beg = ATM_qsol_beg ATM_qs01_beg = ATM_qs01_beg ATM_qs02_beg = ATM_qs02_beg ATM_qs03_beg = ATM_qs03_beg ATM_qs04_beg = ATM_qs04_beg ATM_qsol_end = ATM_qsol_end ATM_qs01_end = ATM_qs01_end ATM_qs02_end = ATM_qs02_end ATM_qs03_end = ATM_qs03_end ATM_qs04_end = ATM_qs04_end LIC_sno_beg = LIC_sno_beg LIC_sno_end = LIC_sno_end LIC_runlic0_beg = LIC_runlic0_beg LIC_runlic0_end = LIC_runlic0_end LIC_qs_beg = ATM_qs02_beg LIC_qs_end = ATM_qs02_end ATM_mas_sno_beg = DYN_stock_int ( ATM_sno_beg ) ATM_mas_sno_end = DYN_stock_int ( ATM_sno_end ) ATM_mas_qs_beg = DYN_stock_int ( ATM_qs_beg ) ATM_mas_qs_end = DYN_stock_int ( ATM_qs_end ) ATM_mas_qsol_beg = DYN_stock_int ( ATM_qsol_beg ) ATM_mas_qs01_beg = DYN_stock_int ( ATM_qs01_beg ) ATM_mas_qs02_beg = DYN_stock_int ( ATM_qs02_beg ) ATM_mas_qs03_beg = DYN_stock_int ( ATM_qs03_beg ) ATM_mas_qs04_beg = DYN_stock_int ( ATM_qs04_beg ) ATM_mas_qsol_end = DYN_stock_int ( ATM_qsol_end ) ATM_mas_qs01_end = DYN_stock_int ( ATM_qs01_end ) ATM_mas_qs02_end = DYN_stock_int ( ATM_qs02_end ) ATM_mas_qs03_end = DYN_stock_int ( ATM_qs03_end ) ATM_mas_qs04_end = DYN_stock_int ( ATM_qs04_end ) LIC_mas_sno_beg = DYN_stock_int ( LIC_sno_beg ) LIC_mas_sno_end = DYN_stock_int ( LIC_sno_end ) LIC_mas_runlic0_beg = DYN_stock_int ( LIC_runlic0_beg ) LIC_mas_runlic0_end = DYN_stock_int ( LIC_runlic0_end ) LIC_mas_qs_beg = ATM_mas_qs02_beg LIC_mas_qs_end = ATM_mas_qs02_end LIC_mas_wat_beg = LIC_mas_qs_beg + LIC_mas_sno_beg LIC_mas_wat_end = LIC_mas_qs_end + LIC_mas_sno_end dATM_mas_sno = ATM_mas_sno_end - ATM_mas_sno_beg dATM_mas_qs = ATM_mas_qs_end - ATM_mas_qs_beg dATM_mas_qsol = ATM_mas_qsol_end - ATM_mas_qsol_beg dATM_mas_qs01 = ATM_mas_qs01_end - ATM_mas_qs01_beg dATM_mas_qs02 = ATM_mas_qs02_end - ATM_mas_qs02_beg dATM_mas_qs03 = ATM_mas_qs03_end - ATM_mas_qs03_beg dATM_mas_qs04 = ATM_mas_qs04_end - ATM_mas_qs04_beg dLIC_mas_qs = LIC_mas_qs_end - LIC_mas_qs_beg dLIC_mas_sno = LIC_mas_sno_end - LIC_mas_sno_beg dLIC_mas_runlic0 = LIC_mas_runlic0_end - LIC_mas_runlic0_beg dLIC_mas_wat = dLIC_mas_qs + dLIC_mas_sno # + dLIC_mas_runlic0 echo ( f'\nChange of atmosphere snow content (Land ice) -- {Title} ' ) echo ( '------------------------------------------------------------------------------------' ) echo ( 'ATM_mas_sno_beg = {:12.6e} kg | ATM_mas_sno_end = {:12.6e} kg'.format (ATM_mas_sno_beg, ATM_mas_sno_end) ) prtFlux ( 'dMass (neige atm) ', dATM_mas_sno , 'e', True ) echo ( f'\nChange of soil humidity content -- {Title} ' ) echo ( '------------------------------------------------------------------------------------' ) echo ( 'ATM_mas_qs_beg = {:12.6e} kg | ATM_mas_qs_end = {:12.6e} kg'.format (ATM_mas_qs_beg, ATM_mas_qs_end) ) prtFlux ( 'dMass (neige atm) ', dATM_mas_qs, 'e', True ) echo ( f'\nChange of atmosphere water+snow content -- {Title} ' ) echo ( '------------------------------------------------------------------------------------' ) prtFlux ( 'dMass (eau + neige atm) ', dDYN_mas_wat + dATM_mas_sno , 'e', True) echo ( '\n====================================================================================' ) echo ( f'-- SRF changes -- {Title} ' ) if Routing == 'SIMPLE' : RUN_mas_wat_fast_beg = ONE_stock_int ( d_RUN_beg ['fast_reservoir'] ) RUN_mas_wat_slow_beg = ONE_stock_int ( d_RUN_beg ['slow_reservoir'] ) RUN_mas_wat_stream_beg = ONE_stock_int ( d_RUN_beg ['stream_reservoir'] ) RUN_mas_wat_flood_beg = ONE_stock_int ( d_SRF_beg ['floodres'] ) RUN_mas_wat_lake_beg = ONE_stock_int ( d_SRF_beg ['lakeres'] ) RUN_mas_wat_pond_beg = ONE_stock_int ( d_SRF_beg ['pondres'] ) RUN_mas_wat_fast_end = ONE_stock_int ( d_RUN_end ['fast_reservoir'] ) RUN_mas_wat_slow_end = ONE_stock_int ( d_RUN_end ['slow_reservoir'] ) RUN_mas_wat_stream_end = ONE_stock_int ( d_RUN_end ['stream_reservoir'] ) RUN_mas_wat_flood_end = ONE_stock_int ( d_SRF_end ['floodres'] ) RUN_mas_wat_lake_end = ONE_stock_int ( d_SRF_end ['lakeres'] ) RUN_mas_wat_pond_end = ONE_stock_int ( d_SRF_end ['pondres'] ) if Routing == 'SECHIBA' : RUN_mas_wat_fast_beg = ONE_stock_int ( d_SRF_beg ['fastres'] ) RUN_mas_wat_slow_beg = ONE_stock_int ( d_SRF_beg ['slowres'] ) RUN_mas_wat_stream_beg = ONE_stock_int ( d_SRF_beg ['streamres'] ) RUN_mas_wat_flood_beg = ONE_stock_int ( d_SRF_beg ['floodres'] ) RUN_mas_wat_lake_beg = ONE_stock_int ( d_SRF_beg ['lakeres'] ) RUN_mas_wat_pond_beg = ONE_stock_int ( d_SRF_beg ['pondres'] ) RUN_mas_wat_fast_end = ONE_stock_int ( d_SRF_end ['fastres'] ) RUN_mas_wat_slow_end = ONE_stock_int ( d_SRF_end ['slowres'] ) RUN_mas_wat_stream_end = ONE_stock_int ( d_SRF_end ['streamres'] ) RUN_mas_wat_flood_end = ONE_stock_int ( d_SRF_end ['floodres'] ) RUN_mas_wat_lake_end = ONE_stock_int ( d_SRF_end ['lakeres'] ) RUN_mas_wat_pond_end = ONE_stock_int ( d_SRF_end ['pondres'] ) RUN_mas_wat_beg = Sprec ( [RUN_mas_wat_fast_beg , RUN_mas_wat_slow_beg, RUN_mas_wat_stream_beg, RUN_mas_wat_flood_beg, RUN_mas_wat_lake_beg, RUN_mas_wat_pond_beg] ) RUN_mas_wat_end = Sprec ( [RUN_mas_wat_fast_end , RUN_mas_wat_slow_end , RUN_mas_wat_stream_end, RUN_mas_wat_flood_end , RUN_mas_wat_lake_end , RUN_mas_wat_pond_end] ) dRUN_mas_wat_fast = RUN_mas_wat_fast_end - RUN_mas_wat_fast_beg dRUN_mas_wat_slow = RUN_mas_wat_slow_end - RUN_mas_wat_slow_beg dRUN_mas_wat_stream = RUN_mas_wat_stream_end - RUN_mas_wat_stream_beg dRUN_mas_wat_flood = RUN_mas_wat_flood_end - RUN_mas_wat_flood_beg dRUN_mas_wat_lake = RUN_mas_wat_lake_end - RUN_mas_wat_lake_beg dRUN_mas_wat_pond = RUN_mas_wat_pond_end - RUN_mas_wat_pond_beg dRUN_mas_wat = RUN_mas_wat_end - RUN_mas_wat_beg echo ( f'\nRunoff reservoirs -- {Title} ') echo ( f'------------------------------------------------------------------------------------' ) echo ( f'RUN_mas_wat_fast_beg = {RUN_mas_wat_fast_beg :12.6e} kg | RUN_mas_wat_fast_end = {RUN_mas_wat_fast_end :12.6e} kg ' ) echo ( f'RUN_mas_wat_slow_beg = {RUN_mas_wat_slow_beg :12.6e} kg | RUN_mas_wat_slow_end = {RUN_mas_wat_slow_end :12.6e} kg ' ) echo ( f'RUN_mas_wat_stream_beg = {RUN_mas_wat_stream_beg:12.6e} kg | RUN_mas_wat_stream_end = {RUN_mas_wat_stream_end:12.6e} kg ' ) echo ( f'RUN_mas_wat_flood_beg = {RUN_mas_wat_flood_beg :12.6e} kg | RUN_mas_wat_flood_end = {RUN_mas_wat_flood_end :12.6e} kg ' ) echo ( f'RUN_mas_wat_lake_beg = {RUN_mas_wat_lake_beg :12.6e} kg | RUN_mas_wat_lake_end = {RUN_mas_wat_lake_end :12.6e} kg ' ) echo ( f'RUN_mas_wat_pond_beg = {RUN_mas_wat_pond_beg :12.6e} kg | RUN_mas_wat_pond_end = {RUN_mas_wat_pond_end :12.6e} kg ' ) echo ( f'RUN_mas_wat_beg = {RUN_mas_wat_beg :12.6e} kg | RUN_mas_wat_end = {RUN_mas_wat_end :12.6e} kg ' ) echo ( '------------------------------------------------------------------------------------' ) prtFlux ( 'dMass (fast) ', dRUN_mas_wat_fast , 'e', True ) prtFlux ( 'dMass (slow) ', dRUN_mas_wat_slow , 'e', True ) prtFlux ( 'dMass (stream) ', dRUN_mas_wat_stream, 'e', True ) prtFlux ( 'dMass (flood) ', dRUN_mas_wat_flood , 'e', True ) prtFlux ( 'dMass (lake) ', dRUN_mas_wat_lake , 'e', True ) prtFlux ( 'dMass (pond) ', dRUN_mas_wat_pond , 'e', True ) prtFlux ( 'dMass (all) ', dRUN_mas_wat , 'e', True ) echo ( f'\nWater content in routing -- {Title} ' ) echo ( '------------------------------------------------------------------------------------' ) echo ( f'RUN_mas_wat_beg = {RUN_mas_wat_end:12.6e} kg | RUN_mas_wat_end = {RUN_mas_wat_end:12.6e} kg' ) prtFlux ( 'dMass (routing) ', dRUN_mas_wat , 'e', True ) echo ( '\n====================================================================================' ) print (f'Reading SRF restart') SRF_tot_watveg_beg = d_SRF_beg['tot_watveg_beg'] ; SRF_tot_watveg_beg = SRF_tot_watveg_beg .where (SRF_tot_watveg_beg < 1E15, 0.) SRF_tot_watsoil_beg = d_SRF_beg['tot_watsoil_beg'] ; SRF_tot_watsoil_beg = SRF_tot_watsoil_beg.where (SRF_tot_watsoil_beg < 1E15, 0.) SRF_snow_beg = d_SRF_beg['snow_beg'] ; SRF_snow_beg = SRF_snow_beg .where (SRF_snow_beg < 1E15, 0.) SRF_lakeres_beg = d_SRF_beg['lakeres'] ; SRF_lakeres_beg = SRF_lakeres_beg .where (SRF_lakeres_beg < 1E15, 0.) SRF_tot_watveg_end = d_SRF_end['tot_watveg_beg'] ; SRF_tot_watveg_end = SRF_tot_watveg_end .where (SRF_tot_watveg_end < 1E15, 0.) SRF_tot_watsoil_end = d_SRF_end['tot_watsoil_beg'] ; SRF_tot_watsoil_end = SRF_tot_watsoil_end.where (SRF_tot_watsoil_end < 1E15, 0.) SRF_snow_end = d_SRF_end['snow_beg'] ; SRF_snow_end = SRF_snow_end .where (SRF_snow_end < 1E15, 0.) SRF_lakeres_end = d_SRF_end['lakeres'] ; SRF_lakeres_end = SRF_lakeres_end .where (SRF_lakeres_end < 1E15, 0.) if LMDZ : SRF_tot_watveg_beg = lmdz.geo2point (SRF_tot_watveg_beg , dim1D='cell') SRF_tot_watsoil_beg = lmdz.geo2point (SRF_tot_watsoil_beg, dim1D='cell') SRF_snow_beg = lmdz.geo2point (SRF_snow_beg , dim1D='cell') SRF_lakeres_beg = lmdz.geo2point (SRF_lakeres_beg , dim1D='cell') SRF_tot_watveg_end = lmdz.geo2point (SRF_tot_watveg_end , dim1D='cell') SRF_tot_watsoil_end = lmdz.geo2point (SRF_tot_watsoil_end, dim1D='cell') SRF_snow_end = lmdz.geo2point (SRF_snow_end , dim1D='cell') SRF_lakeres_end = lmdz.geo2point (SRF_lakeres_end , dim1D='cell') # Stock dSoilHum dInterce dSWE dStream dFastR dSlowR dLake dPond dFlood SRF_wat_beg = SRF_tot_watveg_beg + SRF_tot_watsoil_beg + SRF_snow_beg SRF_wat_end = SRF_tot_watveg_end + SRF_tot_watsoil_end + SRF_snow_end echo ( '\n====================================================================================' ) print ('Computing integrals') print ( ' 1/8', end='' ) ; sys.stdout.flush () SRF_mas_watveg_beg = SRF_stock_int ( SRF_tot_watveg_beg ) print ( ' 2/8', end='' ) ; sys.stdout.flush () SRF_mas_watsoil_beg = SRF_stock_int ( SRF_tot_watsoil_beg ) print ( ' 3/8', end='' ) ; sys.stdout.flush () SRF_mas_snow_beg = SRF_stock_int ( SRF_snow_beg ) print ( ' 4/8', end='' ) ; sys.stdout.flush () SRF_mas_lake_beg = ONE_stock_int ( SRF_lakeres_beg ) print ( ' 5/8', end='' ) ; sys.stdout.flush () SRF_mas_watveg_end = SRF_stock_int ( SRF_tot_watveg_end ) print ( ' 6/8', end='' ) ; sys.stdout.flush () SRF_mas_watsoil_end = SRF_stock_int ( SRF_tot_watsoil_end ) print ( ' 7/8', end='' ) ; sys.stdout.flush () SRF_mas_snow_end = SRF_stock_int ( SRF_snow_end ) print ( ' 8/8', end='' ) ; sys.stdout.flush () SRF_mas_lake_end = ONE_stock_int ( SRF_lakeres_end ) print (' -- ') ; sys.stdout.flush () dSRF_mas_watveg = Sprec ( [SRF_mas_watveg_end , -SRF_mas_watveg_beg] ) dSRF_mas_watsoil = Sprec ( [SRF_mas_watsoil_end, -SRF_mas_watsoil_beg] ) dSRF_mas_snow = Sprec ( [SRF_mas_snow_end , -SRF_mas_snow_beg] ) dSRF_mas_lake = Sprec ( [SRF_mas_lake_end , -SRF_mas_lake_beg] ) echo ( '------------------------------------------------------------------------------------' ) echo ( f'\nSurface reservoirs -- {Title} ') echo ( f'SRF_mas_watveg_beg = {SRF_mas_watveg_beg :12.6e} kg | SRF_mas_watveg_end = {SRF_mas_watveg_end :12.6e} kg ' ) echo ( f'SRF_mas_watsoil_beg = {SRF_mas_watsoil_beg:12.6e} kg | SRF_mas_watsoil_end = {SRF_mas_watsoil_end:12.6e} kg ' ) echo ( f'SRF_mas_snow_beg = {SRF_mas_snow_beg :12.6e} kg | SRF_mas_snow_end = {SRF_mas_snow_end :12.6e} kg ' ) echo ( f'SRF_mas_lake_beg = {SRF_mas_lake_beg :12.6e} kg | SRF_mas_lake_end = {SRF_mas_lake_end :12.6e} kg ' ) prtFlux ( 'dMass (watveg) ', dSRF_mas_watveg , 'e' , True ) prtFlux ( 'dMass (watsoil)', dSRF_mas_watsoil, 'e' , True ) prtFlux ( 'dMass (snow) ', dSRF_mas_snow , 'e' , True ) prtFlux ( 'dMass (lake) ', dSRF_mas_lake , 'e' , True ) SRF_mas_wat_beg = Sprec ( [SRF_mas_watveg_beg , SRF_mas_watsoil_beg, SRF_mas_snow_beg] ) SRF_mas_wat_end = Sprec ( [SRF_mas_watveg_end , SRF_mas_watsoil_end, SRF_mas_snow_end] ) dSRF_mas_wat = Sprec ( [+SRF_mas_watveg_end , +SRF_mas_watsoil_end, +SRF_mas_snow_end, -SRF_mas_watveg_beg , -SRF_mas_watsoil_beg, -SRF_mas_snow_beg] ) echo ( '------------------------------------------------------------------------------------' ) echo ( f'Water content in surface -- {Title} ' ) echo ( f'SRF_mas_wat_beg = {SRF_mas_wat_beg:12.6e} kg | SRF_mas_wat_end = {SRF_mas_wat_end:12.6e} kg ') prtFlux ( 'dMass (water srf)', dSRF_mas_wat, 'e', True ) echo ( '------------------------------------------------------------------------------------' ) echo ( 'Water content in ATM + SRF + RUN + LAKE' ) echo ( 'mas_wat_beg = {:12.6e} kg | mas_wat_end = {:12.6e} kg '. format (DYN_mas_wat_beg + ATM_mas_sno_beg + RUN_mas_wat_beg + SRF_mas_wat_beg + SRF_mas_lake_beg , DYN_mas_wat_end + ATM_mas_sno_end + RUN_mas_wat_end + SRF_mas_wat_end + SRF_mas_lake_end ) ) prtFlux ( 'dMass (water atm+srf+run+lake)', dDYN_mas_wat + dATM_mas_sno + dRUN_mas_wat + dSRF_mas_wat + dSRF_mas_lake, 'e', True) echo ( '\n====================================================================================' ) echo ( f'-- ATM Fluxes -- {Title} ' ) if ATM_HIS == 'latlon' : echo ( ' latlon case' ) ATM_wbilo_oce = lmdz.geo2point ( rprec (d_ATM_his ['wbilo_oce']), dim1D='cell' ) ATM_wbilo_sic = lmdz.geo2point ( rprec (d_ATM_his ['wbilo_sic']), dim1D='cell' ) ATM_wbilo_ter = lmdz.geo2point ( rprec (d_ATM_his ['wbilo_ter']), dim1D='cell' ) ATM_wbilo_lic = lmdz.geo2point ( rprec (d_ATM_his ['wbilo_lic']), dim1D='cell' ) ATM_runofflic = lmdz.geo2point ( rprec (d_ATM_his ['runofflic']), dim1D='cell' ) ATM_fqcalving = lmdz.geo2point ( rprec (d_ATM_his ['fqcalving']), dim1D='cell' ) ATM_fqfonte = lmdz.geo2point ( rprec (d_ATM_his ['fqfonte'] ), dim1D='cell' ) ATM_precip = lmdz.geo2point ( rprec (d_ATM_his ['precip'] ), dim1D='cell' ) ATM_snowf = lmdz.geo2point ( rprec (d_ATM_his ['snow'] ), dim1D='cell' ) ATM_evap = lmdz.geo2point ( rprec (d_ATM_his ['evap'] ), dim1D='cell' ) ATM_wevap_ter = lmdz.geo2point ( rprec (d_ATM_his ['wevap_ter']), dim1D='cell' ) ATM_wevap_oce = lmdz.geo2point ( rprec (d_ATM_his ['wevap_oce']), dim1D='cell' ) ATM_wevap_lic = lmdz.geo2point ( rprec (d_ATM_his ['wevap_lic']), dim1D='cell' ) ATM_wevap_sic = lmdz.geo2point ( rprec (d_ATM_his ['wevap_sic']), dim1D='cell' ) ATM_wrain_ter = lmdz.geo2point ( rprec (d_ATM_his ['wrain_ter']), dim1D='cell' ) ATM_wrain_oce = lmdz.geo2point ( rprec (d_ATM_his ['wrain_oce']), dim1D='cell' ) ATM_wrain_lic = lmdz.geo2point ( rprec (d_ATM_his ['wrain_lic']), dim1D='cell' ) ATM_wrain_sic = lmdz.geo2point ( rprec (d_ATM_his ['wrain_sic']), dim1D='cell' ) ATM_wsnow_ter = lmdz.geo2point ( rprec (d_ATM_his ['wsnow_ter']), dim1D='cell' ) ATM_wsnow_oce = lmdz.geo2point ( rprec (d_ATM_his ['wsnow_oce']), dim1D='cell' ) ATM_wsnow_lic = lmdz.geo2point ( rprec (d_ATM_his ['wsnow_lic']), dim1D='cell' ) ATM_wsnow_sic = lmdz.geo2point ( rprec (d_ATM_his ['wsnow_sic']), dim1D='cell' ) ATM_runofflic = lmdz.geo2point ( rprec (d_ATM_his ['runofflic']), dim1D='cell' ) echo ( f'End of LATLON case') if ATM_HIS == 'ico' : echo (' ico case') ATM_wbilo_oce = rprec (d_ATM_his ['wbilo_oce']) ATM_wbilo_sic = rprec (d_ATM_his ['wbilo_sic']) ATM_wbilo_ter = rprec (d_ATM_his ['wbilo_ter']) ATM_wbilo_lic = rprec (d_ATM_his ['wbilo_lic']) ATM_runofflic = rprec (d_ATM_his ['runofflic']) ATM_fqcalving = rprec (d_ATM_his ['fqcalving']) ATM_fqfonte = rprec (d_ATM_his ['fqfonte'] ) ATM_precip = rprec (d_ATM_his ['precip'] ) ATM_snowf = rprec (d_ATM_his ['snow'] ) ATM_evap = rprec (d_ATM_his ['evap'] ) ATM_wevap_ter = rprec (d_ATM_his ['wevap_ter']) ATM_wevap_oce = rprec (d_ATM_his ['wevap_oce']) ATM_wevap_lic = rprec (d_ATM_his ['wevap_lic']) ATM_wevap_sic = rprec (d_ATM_his ['wevap_sic']) ATM_runofflic = rprec (d_ATM_his ['runofflic']) ATM_wevap_ter = rprec (d_ATM_his ['wevap_ter']) ATM_wevap_oce = rprec (d_ATM_his ['wevap_oce']) ATM_wevap_lic = rprec (d_ATM_his ['wevap_lic']) ATM_wevap_sic = rprec (d_ATM_his ['wevap_sic']) ATM_wrain_ter = rprec (d_ATM_his ['wrain_ter']) ATM_wrain_oce = rprec (d_ATM_his ['wrain_oce']) ATM_wrain_lic = rprec (d_ATM_his ['wrain_lic']) ATM_wrain_sic = rprec (d_ATM_his ['wrain_sic']) ATM_wsnow_ter = rprec (d_ATM_his ['wsnow_ter']) ATM_wsnow_oce = rprec (d_ATM_his ['wsnow_oce']) ATM_wsnow_lic = rprec (d_ATM_his ['wsnow_lic']) ATM_wsnow_sic = rprec (d_ATM_his ['wsnow_sic']) echo ( f'End of ico case ') echo ( 'ATM wprecip_oce' ) ATM_wprecip_oce = ATM_wrain_oce + ATM_wsnow_oce ATM_wprecip_ter = ATM_wrain_ter + ATM_wsnow_ter ATM_wprecip_sic = ATM_wrain_sic + ATM_wsnow_sic ATM_wprecip_lic = ATM_wrain_lic + ATM_wsnow_lic ATM_wbilo = ATM_wbilo_oce + ATM_wbilo_sic + ATM_wbilo_ter + ATM_wbilo_lic ATM_wevap = ATM_wevap_oce + ATM_wevap_sic + ATM_wevap_ter + ATM_wevap_lic ATM_wprecip = ATM_wprecip_oce + ATM_wprecip_sic + ATM_wprecip_ter + ATM_wprecip_lic ATM_wsnow = ATM_wsnow_oce + ATM_wsnow_sic + ATM_wsnow_ter + ATM_wsnow_lic ATM_wrain = ATM_wrain_oce + ATM_wrain_sic + ATM_wrain_ter + ATM_wrain_lic ATM_wemp = ATM_wevap - ATM_wprecip ATM_emp = ATM_evap - ATM_precip ATM_wprecip_sea = ATM_wprecip_oce + ATM_wprecip_sic ATM_wsnow_sea = ATM_wsnow_oce + ATM_wsnow_sic ATM_wrain_sea = ATM_wrain_oce + ATM_wrain_sic ATM_wbilo_sea = ATM_wbilo_oce + ATM_wbilo_sic ATM_wevap_sea = ATM_wevap_sic + ATM_wevap_oce ATM_wemp_ter = ATM_wevap_ter - ATM_wprecip_ter ATM_wemp_oce = ATM_wevap_oce - ATM_wprecip_oce ATM_wemp_sic = ATM_wevap_sic - ATM_wprecip_sic ATM_wemp_lic = ATM_wevap_lic - ATM_wprecip_lic ATM_wemp_sea = ATM_wevap_sic - ATM_wprecip_oce if RUN_HIS == 'latlon' : echo ( f'RUN costalflow Grille LATLON' ) if TestInterp : echo ( f'RUN runoff TestInterp' ) RUN_runoff = lmdz.geo2point ( rprec (d_RUN_his ['runoff_contfrac_interp'] ) , dim1D='cell' ) RUN_drainage = lmdz.geo2point ( rprec (d_RUN_his ['drainage_contfrac_interp']) , dim1D='cell' ) else : echo ( f'RUN runoff' ) RUN_runoff = lmdz.geo2point ( rprec (d_RUN_his ['runoff'] ), dim1D='cell' ) RUN_drainage = lmdz.geo2point ( rprec (d_RUN_his ['drainage'] ), dim1D='cell' ) RUN_coastalflow = lmdz.geo2point ( rprec (d_RUN_his ['coastalflow'] ), dim1D='cell' ) RUN_riverflow = lmdz.geo2point ( rprec (d_RUN_his ['riverflow'] ), dim1D='cell' ) RUN_riversret = lmdz.geo2point ( rprec (d_RUN_his ['riversret'] ), dim1D='cell' ) RUN_coastalflow_cpl = lmdz.geo2point ( rprec (d_RUN_his ['coastalflow_cpl']), dim1D='cell' ) RUN_riverflow_cpl = lmdz.geo2point ( rprec (d_RUN_his ['riverflow_cpl'] ), dim1D='cell' ) if RUN_HIS == 'ico' : echo ( f'RUN costalflow Grille ICO' ) RUN_coastalflow = rprec (d_RUN_his ['coastalflow']) RUN_riverflow = rprec (d_RUN_his ['riverflow'] ) RUN_runoff = rprec (d_RUN_his ['runoff'] ) RUN_drainage = rprec (d_RUN_his ['drainage'] ) RUN_riversret = rprec (d_RUN_his ['riversret'] ) RUN_coastalflow_cpl = rprec (d_RUN_his ['coastalflow_cpl']) RUN_riverflow_cpl = rprec (d_RUN_his ['riverflow_cpl'] ) Step = 0 if SRF_HIS == 'latlon' : if TestInterp : echo ( f'SRF rain TestInterp' ) SRF_rain = lmdz.geo2point ( rprec (d_SRF_his ['rain_contfrac_interp'] ), dim1D='cell') SRF_evap = lmdz.geo2point ( rprec (d_SRF_his ['evap_contfrac_interp'] ), dim1D='cell') SRF_snowf = lmdz.geo2point ( rprec (d_SRF_his ['snow_contfrac_interp'] ), dim1D='cell') SRF_subli = lmdz.geo2point ( rprec (d_SRF_his ['subli_contfrac_interp']), dim1D='cell') SRF_transpir = lmdz.geo2point ( rprec (d_SRF_his ['transpir_contfrac_interp']).sum(dim='veget'), dim1D='cell' ) #SRF_rain.attrs.update ( d_SRF_his ['rain_contfrac_interp'].attrs ) #SRF_evap.attrs.update ( d_SRF_his ['evap_contfrac_interp'].attrs ) #SRF_snowf.attrs.update ( d_SRF_his ['snow_contfrac_interp'].attrs ) #SRF_subli.attrs.update ( d_SRF_his ['subli_contfrac_interp'].attrs ) #SRF_transpir.attrs.update ( d_SRF_his ['transpir_contfrac_interp'].attrs ) else : echo ( f'SRF rain' ) SRF_rain = lmdz.geo2point ( rprec (d_SRF_his ['rain'] ) , dim1D='cell') SRF_evap = lmdz.geo2point ( rprec (d_SRF_his ['evap'] ) , dim1D='cell') SRF_snowf = lmdz.geo2point ( rprec (d_SRF_his ['snowf']) , dim1D='cell') SRF_subli = lmdz.geo2point ( rprec (d_SRF_his ['subli']) , dim1D='cell') SRF_transpir = lmdz.geo2point ( rprec (d_SRF_his ['transpir']).sum(dim='veget'), dim1D='cell' ) if SRF_HIS == 'ico' : echo ( f'SRF rain') SRF_rain = rprec (d_SRF_his ['rain'] ) SRF_evap = rprec (d_SRF_his ['evap'] ) SRF_snowf = rprec (d_SRF_his ['snowf']) SRF_subli = rprec (d_SRF_his ['subli']) SRF_transpir = rprec (d_SRF_his ['transpir']).sum(dim='veget') echo ( f'SRF emp' ) SRF_transpir.attrs['units'] = d_SRF_his ['transpir'].attrs['units'] SRF_emp = SRF_evap - SRF_rain - SRF_snowf ; SRF_emp.attrs['units'] = SRF_rain.attrs['units'] ## Correcting units of SECHIBA variables def mmd2SI ( Var ) : '''Change unit from mm/d or m^3/s to kg/s if needed''' if 'units' in VarT.attrs : if VarT.attrs['units'] in ['m^3/s', 'm3/s', 'm3.s-1',] : VarT.values = VarT.values * ATM_rho ; VarT.attrs['units'] = 'kg/s' if VarT.attrs['units'] == 'mm/d' : VarT.values = VarT.values * ATM_rho * (1e-3/86400.) ; VarT.attrs['units'] = 'kg/s' if VarT.attrs['units'] in ['m^3', 'm3', ] : VarT.values = VarT.values * ATM_rho ; VarT.attrs['units'] = 'kg' for var in [ 'runoff', 'drainage', 'riversret', 'coastalflow', 'riverflow', 'coastalflow_cpl', 'riverflow_cpl' ] : VarT = locals()['RUN_' + var] mmd2SI (VarT) for var in ['evap', 'snowf', 'subli', 'transpir', 'rain', 'emp' ] : VarT = locals()['SRF_' + var] mmd2SI (VarT) echo ( f'RUN input' ) RUN_input = RUN_runoff + RUN_drainage RUN_output = RUN_coastalflow + RUN_riverflow echo ( f'ATM flw_wbilo' ) ATM_flx_wbilo = ATM_flux_int ( ATM_wbilo ) ATM_flx_wevap = ATM_flux_int ( ATM_wevap ) ATM_flx_wprecip = ATM_flux_int ( ATM_wprecip ) ATM_flx_wsnow = ATM_flux_int ( ATM_wsnow ) ATM_flx_wrain = ATM_flux_int ( ATM_wrain ) ATM_flx_wemp = ATM_flux_int ( ATM_wemp ) ATM_flx_wbilo_lic = ATM_flux_int ( ATM_wbilo_lic ) ATM_flx_wbilo_oce = ATM_flux_int ( ATM_wbilo_oce ) ATM_flx_wbilo_sea = ATM_flux_int ( ATM_wbilo_sea ) ATM_flx_wbilo_sic = ATM_flux_int ( ATM_wbilo_sic ) ATM_flx_wbilo_ter = ATM_flux_int ( ATM_wbilo_ter ) ATM_flx_calving = ATM_flux_int ( ATM_fqcalving ) ATM_flx_fqfonte = ATM_flux_int ( ATM_fqfonte ) LIC_flx_calving = LIC_flux_int ( ATM_fqcalving ) LIC_flx_fqfonte = LIC_flux_int ( ATM_fqfonte ) echo ( f'ATM flx precip' ) ATM_flx_precip = ATM_flux_int ( ATM_precip ) ATM_flx_snowf = ATM_flux_int ( ATM_snowf ) ATM_flx_evap = ATM_flux_int ( ATM_evap ) ATM_flx_runlic = ATM_flux_int ( ATM_runofflic ) LIC_flx_precip = LIC_flux_int ( ATM_precip ) LIC_flx_snowf = LIC_flux_int ( ATM_snowf ) LIC_flx_evap = LIC_flux_int ( ATM_evap ) LIC_flx_runlic = LIC_flux_int ( ATM_runofflic ) echo ( f'ATM flx_wrain_ter' ) ATM_flx_wrain_ter = ATM_flux_int ( ATM_wrain_ter ) ATM_flx_wrain_oce = ATM_flux_int ( ATM_wrain_oce ) ATM_flx_wrain_lic = ATM_flux_int ( ATM_wrain_lic ) ATM_flx_wrain_sic = ATM_flux_int ( ATM_wrain_sic ) ATM_flx_wrain_sea = ATM_flux_int ( ATM_wrain_sea ) ATM_flx_wsnow_ter = ATM_flux_int ( ATM_wsnow_ter ) ATM_flx_wsnow_oce = ATM_flux_int ( ATM_wsnow_oce ) ATM_flx_wsnow_lic = ATM_flux_int ( ATM_wsnow_lic ) ATM_flx_wsnow_sic = ATM_flux_int ( ATM_wsnow_sic ) ATM_flx_wsnow_sea = ATM_flux_int ( ATM_wsnow_sea ) echo ( f'ATM flx_evap_ter' ) ATM_flx_wevap_ter = ATM_flux_int ( ATM_wevap_ter ) ATM_flx_wevap_oce = ATM_flux_int ( ATM_wevap_oce ) ATM_flx_wevap_lic = ATM_flux_int ( ATM_wevap_lic ) ATM_flx_wevap_sic = ATM_flux_int ( ATM_wevap_sic ) ATM_flx_wevap_sea = ATM_flux_int ( ATM_wevap_sea ) ATM_flx_wprecip_lic = ATM_flux_int ( ATM_wprecip_lic ) ATM_flx_wprecip_oce = ATM_flux_int ( ATM_wprecip_oce ) ATM_flx_wprecip_sic = ATM_flux_int ( ATM_wprecip_sic ) ATM_flx_wprecip_ter = ATM_flux_int ( ATM_wprecip_ter ) ATM_flx_wprecip_sea = ATM_flux_int ( ATM_wprecip_sea ) ATM_flx_wemp_lic = ATM_flux_int ( ATM_wemp_lic ) ATM_flx_wemp_oce = ATM_flux_int ( ATM_wemp_oce ) ATM_flx_wemp_sic = ATM_flux_int ( ATM_wemp_sic ) ATM_flx_wemp_ter = ATM_flux_int ( ATM_wemp_ter ) ATM_flx_wemp_sea = ATM_flux_int ( ATM_wemp_sea ) ATM_flx_emp = ATM_flux_int ( ATM_emp ) echo ( f'RUN flx_coastal' ) RUN_flx_coastal = ONE_flux_int ( RUN_coastalflow) echo ( f'RUN flx_river' ) RUN_flx_river = ONE_flux_int ( RUN_riverflow ) echo ( f'RUN flx_coastal_cpl' ) RUN_flx_coastal_cpl = ONE_flux_int ( RUN_coastalflow_cpl) echo ( f'RUN flx_river_cpl' ) RUN_flx_river_cpl = ONE_flux_int ( RUN_riverflow_cpl ) echo ( f'RUN flx_drainage' ) RUN_flx_drainage = SRF_flux_int ( RUN_drainage ) echo ( f'RUN flx_riversset' ) RUN_flx_riversret = SRF_flux_int ( RUN_riversret ) echo ( f'RUN flx_runoff' ) RUN_flx_runoff = SRF_flux_int ( RUN_runoff ) echo ( f'RUN flx_input' ) RUN_flx_input = SRF_flux_int ( RUN_input ) echo ( f'RUN flx_output' ) RUN_flx_output = ONE_flux_int ( RUN_output ) echo ( f'RUN flx_bil' ) ; Step += 1 #RUN_flx_bil = RUN_flx_input - RUN_flx_output #RUN_flx_rivcoa = RUN_flx_coastal + RUN_flx_river RUN_flx_bil = ONE_flux_int ( RUN_input - RUN_output) RUN_flx_rivcoa = ONE_flux_int ( RUN_coastalflow + RUN_riverflow) prtFlux ('wbilo_oce ', ATM_flx_wbilo_oce , 'f' ) prtFlux ('wbilo_sic ', ATM_flx_wbilo_sic , 'f' ) prtFlux ('wbilo_sic+oce ', ATM_flx_wbilo_sea , 'f' ) prtFlux ('wbilo_ter ', ATM_flx_wbilo_ter , 'f' ) prtFlux ('wbilo_lic ', ATM_flx_wbilo_lic , 'f' ) prtFlux ('Sum wbilo_* ', ATM_flx_wbilo , 'f', True) prtFlux ('E-P ', ATM_flx_emp , 'f', True) prtFlux ('calving ', ATM_flx_calving , 'f' ) prtFlux ('fqfonte ', ATM_flx_fqfonte , 'f' ) prtFlux ('precip ', ATM_flx_precip , 'f' ) prtFlux ('snowf ', ATM_flx_snowf , 'f' ) prtFlux ('evap ', ATM_flx_evap , 'f' ) prtFlux ('runoff lic ', ATM_flx_runlic , 'f' ) prtFlux ('ATM_flx_wevap* ', ATM_flx_wevap , 'f' ) prtFlux ('ATM_flx_wrain* ', ATM_flx_wrain , 'f' ) prtFlux ('ATM_flx_wsnow* ', ATM_flx_wsnow , 'f' ) prtFlux ('ATM_flx_wprecip* ', ATM_flx_wprecip , 'f' ) prtFlux ('ATM_flx_wemp* ', ATM_flx_wemp , 'f', True ) prtFlux ('ERROR evap ', ATM_flx_wevap - ATM_flx_evap , 'e', True ) prtFlux ('ERROR precip ', ATM_flx_wprecip - ATM_flx_precip, 'e', True ) prtFlux ('ERROR snow ', ATM_flx_wsnow - ATM_flx_snowf , 'e', True ) prtFlux ('ERROR emp ', ATM_flx_wemp - ATM_flx_emp , 'e', True ) echo ( '\n====================================================================================' ) echo ( f'-- RUNOFF Fluxes -- {Title} ' ) prtFlux ('coastalflow ', RUN_flx_coastal , 'f' ) prtFlux ('riverflow ', RUN_flx_river , 'f' ) prtFlux ('coastal_cpl ', RUN_flx_coastal_cpl, 'f' ) prtFlux ('riverf_cpl ', RUN_flx_river_cpl , 'f' ) prtFlux ('river+coastal ', RUN_flx_rivcoa , 'f' ) prtFlux ('drainage ', RUN_flx_drainage , 'f' ) prtFlux ('riversret ', RUN_flx_riversret , 'f' ) prtFlux ('runoff ', RUN_flx_runoff , 'f' ) prtFlux ('river in ', RUN_flx_input , 'f' ) prtFlux ('river out ', RUN_flx_output , 'f' ) prtFlux ('river bil ', RUN_flx_bil , 'f' ) ATM_flx_budget = -ATM_flx_wbilo + ATM_flx_calving + ATM_flx_runlic #+ ATM_flx_fqfonte + RUN_flx_river echo ('') #echo (' Global {:12.3e} kg | {:12.4f} Sv | {:12.4f} m '.format ( ATM_flx_budget , ATM_flx_budget / dtime_sec*1E-9, ATM_flx_budget /ATM_aire_sea_tot/ATM_rho )) #echo (' E-P-R {:12.3e} kg | {:12.4e} Sv | {:12.4f} m '.format ( ATM_flx_emp , ATM_flx_emp / dtime_sec*1E-6/ATM_rho, ATM_flx_emp /ATM_aire_sea_tot/ATM_rho )) ATM_flx_toSRF = -ATM_flx_wbilo_ter echo (' ') echo ( '\n====================================================================================' ) echo ( f'-- Atmosphere -- {Title} ' ) echo ( f'Mass begin = {DYN_mas_wat_beg:12.6e} kg | Mass end = {DYN_mas_wat_end:12.6e} kg' ) prtFlux ( 'dmass (atm) = ', dDYN_mas_wat , 'e', True ) prtFlux ( 'Sum wbilo_* = ', ATM_flx_wbilo, 'e', True ) prtFlux ( 'E-P = ', ATM_flx_emp , 'e', True ) echo ( ' ' ) prtFlux ( 'Water loss atm', ATM_flx_wbilo - dDYN_mas_wat, 'f', True ) echo ( 'Water loss atm = {:12.3e} (rel) '.format ( (ATM_flx_wbilo - dDYN_mas_wat)/dDYN_mas_wat ) ) echo (' ') prtFlux ( 'Water loss atm', ATM_flx_emp - dDYN_mas_wat , 'f', True ) echo ( 'Water loss atm = {:12.3e} (rel) '.format ( (ATM_flx_emp-dDYN_mas_wat)/dDYN_mas_wat ) ) echo (' ') echo (' ') echo ( '\n====================================================================================' ) LIC_flx_budget1 = Sprec ( [-ATM_flx_wemp_lic , -LIC_flx_calving , -LIC_flx_fqfonte] ) LIC_flx_budget2 = Sprec ( [-ATM_flx_wbilo_lic , -LIC_flx_calving , -LIC_flx_fqfonte] ) LIC_flx_budget3 = Sprec ( [-ATM_flx_wbilo_lic , -LIC_flx_runlic] ) LIC_flx_budget4 = Sprec ( [-ATM_flx_wemp_lic , -LIC_flx_runlic] ) echo ( f'-- LIC -- {Title} ' ) echo ( f'Mass total begin = {LIC_mas_wat_beg :12.6e} kg | Mass end = {LIC_mas_wat_end :12.6e} kg' ) echo ( f'Mass snow begin = {LIC_mas_sno_beg :12.6e} kg | Mass end = {LIC_mas_sno_end :12.6e} kg' ) echo ( f'Mass qs begin = {LIC_mas_qs_beg :12.6e} kg | Mass end = {LIC_mas_qs_end :12.6e} kg' ) echo ( f'Mass runlic0 begin = {LIC_mas_runlic0_beg:12.6e} kg | Mass end = {LIC_mas_runlic0_end:12.6e} kg' ) prtFlux ( 'dmass (LIC sno) ', dLIC_mas_sno , 'f', True, width=45 ) prtFlux ( 'dmass (LIC qs) ', dLIC_mas_qs , 'e', True, width=45 ) prtFlux ( 'dmass (LIC wat) ', dLIC_mas_wat , 'f', True, width=45 ) prtFlux ( 'dmass (LIC runlic0) ', dLIC_mas_runlic0 , 'e', True, width=45 ) prtFlux ( 'dmass (LIC total) ', dLIC_mas_wat , 'e', True, width=45 ) prtFlux ( 'LIC ATM_flx_wemp_lic ', ATM_flx_wemp_lic , 'f', True, width=45 ) prtFlux ( 'LIC LIC_flx_fqfonte ', LIC_flx_fqfonte , 'f', True, width=45 ) prtFlux ( 'LIC LIC_flx_calving ', LIC_flx_calving , 'f', True, width=45 ) prtFlux ( 'LIC LIC_flx_runofflic ', LIC_flx_runlic , 'f', True, width=45 ) prtFlux ( 'LIC fqfonte + calving ', LIC_flx_calving+LIC_flx_fqfonte , 'f', True, width=45 ) prtFlux ( 'LIC fluxes 1 ( wemp_lic - fqcalving - fqfonte)) ', LIC_flx_budget1 , 'f', True, width=45 ) prtFlux ( 'LIC fluxes 2 (-wbilo_lic - fqcalving - fqfonte) ', LIC_flx_budget2 , 'f', True, width=45 ) prtFlux ( 'LIC fluxes 3 (-wbilo_lic - runofflic*frac_lic) ', LIC_flx_budget3 , 'f', True, width=45 ) prtFlux ( 'LIC fluxes 3 ( wemp_lic - runofflic*frac_lic) ', LIC_flx_budget4 , 'f', True, width=45 ) prtFlux ( 'LIC error 1 ', LIC_flx_budget1-dLIC_mas_wat , 'e', True, width=45 ) prtFlux ( 'LIC error 2 ', LIC_flx_budget2-dLIC_mas_wat , 'e', True, width=45 ) prtFlux ( 'LIC error 3 ', LIC_flx_budget3-dLIC_mas_wat , 'e', True, width=45 ) echo ( 'LIC error (wevap - precip*frac_lic - fqcalving - fqfonte) = {:12.4e} (rel) '.format ( (LIC_flx_budget1-dLIC_mas_wat)/dLIC_mas_wat) ) echo ( 'LIC error (-wbilo_lic - fqcalving - fqfonte) = {:12.4e} (rel) '.format ( (LIC_flx_budget2-dLIC_mas_wat)/dLIC_mas_wat) ) echo ( 'LIC error (-wbilo_lic - runofflic*frac_lic) = {:12.4e} (rel) '.format ( (LIC_flx_budget3-dLIC_mas_wat)/dLIC_mas_wat) ) echo ( '\n====================================================================================' ) echo ( f'-- SECHIBA fluxes -- {Title} ' ) SRF_flx_rain = SRF_flux_int ( SRF_rain ) SRF_flx_evap = SRF_flux_int ( SRF_evap ) SRF_flx_snowf = SRF_flux_int ( SRF_snowf ) SRF_flx_subli = SRF_flux_int ( SRF_subli ) SRF_flx_transpir = SRF_flux_int ( SRF_transpir ) SRF_flx_emp = SRF_flux_int ( SRF_emp ) RUN_flx_torouting = SRF_flux_int ( RUN_runoff + RUN_drainage) RUN_flx_fromrouting = ONE_flux_int ( RUN_coastalflow + RUN_riverflow ) SRF_flx_all = SRF_flux_int ( SRF_rain + SRF_snowf - SRF_evap - RUN_runoff - RUN_drainage ) prtFlux ('rain ', SRF_flx_rain , 'f' ) prtFlux ('evap ', SRF_flx_evap , 'f' ) prtFlux ('snowf ', SRF_flx_snowf , 'f' ) prtFlux ('E-P ', SRF_flx_emp , 'f' ) prtFlux ('subli ', SRF_flx_subli , 'f' ) prtFlux ('transpir ', SRF_flx_transpir , 'f' ) prtFlux ('to routing ', RUN_flx_torouting , 'f' ) prtFlux ('budget ', SRF_flx_all , 'f', small=True ) echo ( '\n------------------------------------------------------------------------------------' ) echo ( 'Water content in surface ' ) echo ( f'SRF_mas_wat_beg = {SRF_mas_wat_beg:12.6e} kg | SRF_mas_wat_end = {SRF_mas_wat_end:12.6e} kg ' ) prtFlux ( 'dMass (water srf)', dSRF_mas_wat, 'e', small=True) prtFlux ( 'Error ', SRF_flx_all-dSRF_mas_wat, 'e', small=True ) echo ( 'dMass (water srf) = {:12.4e} (rel) '.format ( (SRF_flx_all-dSRF_mas_wat)/dSRF_mas_wat) ) echo ( '\n====================================================================================' ) echo ( f'-- Check ATM vs. SRF -- {Title} ' ) prtFlux ('E-P ATM ', ATM_flx_wemp_ter , 'f' ) prtFlux ('wbilo ter ', ATM_flx_wbilo_ter , 'f' ) prtFlux ('E-P SRF ', SRF_flx_emp , 'f' ) prtFlux ('SRF/ATM error ', ATM_flx_wbilo_ter - SRF_flx_emp, 'e', True) echo ( 'SRF/ATM error {:12.3e} (rel) '.format ( (ATM_flx_wbilo_ter - SRF_flx_emp)/SRF_flx_emp ) ) echo ('') echo ( '\n====================================================================================' ) echo ( f'-- RUNOFF fluxes -- {Title} ' ) RUN_flx_all = RUN_flx_torouting - RUN_flx_river - RUN_flx_coastal prtFlux ('runoff ', RUN_flx_runoff , 'f' ) prtFlux ('drainage ', RUN_flx_drainage , 'f' ) prtFlux ('run+drain ', RUN_flx_torouting , 'f' ) prtFlux ('river ', RUN_flx_river , 'f' ) prtFlux ('coastal ', RUN_flx_coastal , 'f' ) prtFlux ('riv+coa ', RUN_flx_fromrouting , 'f' ) prtFlux ('budget ', RUN_flx_all , 'f' , small=True) echo ( '\n------------------------------------------------------------------------------------' ) echo ( f'Water content in routing+lake -- {Title} ' ) echo ( f'RUN_mas_wat_beg = {RUN_mas_wat_beg:12.6e} kg | RUN_mas_wat_end = {RUN_mas_wat_end:12.6e} kg ' ) prtFlux ( 'dMass (routing) ', dRUN_mas_wat+dSRF_mas_lake, 'f', small=True) prtFlux ( 'Routing error ', RUN_flx_all+dSRF_mas_lake-dRUN_mas_wat, 'e', small=True ) echo ( 'Routing error : {:12.3e} (rel)'.format ( (RUN_flx_all-dSRF_mas_lake-dRUN_mas_wat)/(dRUN_mas_wat+dSRF_mas_lake) ) ) echo ( '\n------------------------------------------------------------------------------------' ) echo ( f'Water content in routing -- {Title} ' ) echo ( f'RUN_mas_wat_beg = {RUN_mas_wat_beg:12.6e} kg | RUN_mas_wat_end = {RUN_mas_wat_end:12.6e} kg ' ) prtFlux ( 'dMass (routing) ', dRUN_mas_wat, 'f', small=True ) prtFlux ( 'Routing error ', RUN_flx_all-dRUN_mas_wat, 'e', small=True) echo ( 'Routing error : {:12.3e} (rel)'.format ( (RUN_flx_all-dRUN_mas_wat)/dRUN_mas_wat ) ) echo ( ' ' ) echo ( f'{Title = }' ) echo ( 'SVN Information' ) for clef in SVN.keys () : echo ( SVN[clef] )