#!/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 # $Author$ # $Date$ # $Revision$ # $Id$ # $HeadURL$ # SVN Information SVN = { 'Author' : "$Author$", 'Date' : "$Date$", 'Revision': "$Revision$", 'Id' : "$Id$", 'HeadURL' : "$HeadUrl: $" } ### ## Import system modules import sys, os, shutil, subprocess, platform import numpy as np import configparser, re from pathlib import Path ### ## 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 ; file_OCE_srf=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), 'SortIco':str(SortIco), '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'CPL_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'{SortIco = }' ) 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}' ) echo (' ') echo ( f'JobName : {JobName}' ) echo ( f'Comment : {Comment}' ) echo ( f'TmpDir : {TmpDir}' ) 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 dir_ATM_his == None : dir_ATM_his = os.path.join ( R_SAVE, "ATM", FreqDir ) config['Files']['dir_ATM_his'] = dir_ATM_his if dir_SRF_his == None : dir_SRF_his = os.path.join ( R_SAVE, "SRF", FreqDir ) config['Files']['dir_SRF_his'] = dir_SRF_his if dir_OCE_his == None : dir_OCE_his = os.path.join ( R_SAVE, "OCE", FreqDir ) config['Files']['dir_OCE_his'] = dir_OCE_his if dir_ICE_his == None : dir_ICE_his = os.path.join ( R_SAVE, "ICE", FreqDir ) config['Files']['dir_ICE_his'] = dir_ICE_his echo ( f'The analysis relies on files from the following model output directories : ' ) echo ( f'{dir_ATM_his}' ) echo ( f'{dir_OCE_his}' ) echo ( f'{dir_ICE_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 echo ( f'{file_ATM_his = }' ) echo ( f'{file_SRF_his = }' ) if Routing == 'SIMPLE' : echo ( f'{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() if wu.unDefined ('file_OCE_his' ) : file_OCE_his = os.path.join ( dir_OCE_his, f'{FileCommon}_grid_T.nc' ) file_OCE_his = file_OCE_his if wu.unDefined ('file_OCE_sca' ) : file_OCE_sca = os.path.join ( dir_OCE_his, f'{FileCommon}_scalar.nc' ) config['Files']['file_OCE_sca'] = file_OCE_sca if wu.unDefined ('file_OCE_srf' ) : file_OCE_srf = os.path.join ( dir_OCE_his, f'{FileCommon}_sbc.nc' ) config['Files']['file_OCE_srf'] = file_OCE_srf if wu.unDefined ( 'file_ICE_hi' ) : file_ICE_his = os.path.join ( dir_ICE_his, f'{FileCommon}_icemod.nc' ) config['Files']['file_ICE_his'] = file_ICE_his d_OCE_his = xr.open_dataset ( file_OCE_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() d_OCE_sca = xr.open_dataset ( file_OCE_sca, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() #d_OCE_srf = xr.open_dataset ( file_OCE_srf, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() d_ICE_his = xr.open_dataset ( file_ICE_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() if NEMO == '3.6' :d_ICE_his = d_ICE_his.rename ( {'y_grid_T':'y', 'x_grid_T':'x'} ) echo ( f'{file_OCE_his = }' ) echo ( f'{file_ICE_his = }' ) echo ( f'{file_OCE_sca = }' ) echo ( f'{file_OCE_srf = }' ) ## 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 NbYear = dtime_sec / YearLength ## 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 ( SRF_aire < 1E15, 0.) # 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 ICO : # # Area on icosahedron grid # d_DYN_aire = xr.open_dataset ( file_DYN_aire, decode_times=False ).squeeze() # 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 ATM_stock_int (stock) : # '''Integrate (* surface) stock on atmosphere grid''' # ATM_stock_int = wu.Psum ( (stock * DYN_aire).to_masked_array().ravel() ) # return ATM_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 SRF_stock_int (stock) : # '''Integrate (* surface) stock on land grid''' # ATM_stock_int = wu.Ksum ( ( (stock * DYN_aire_fter).to_masked_array().ravel()) ) # return ATM_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 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 OCE_stock_int (stock) : # '''Integrate stock on ocean grid''' # OCE_stock_int = np.sum ( np.sort ( (stock * OCE_aire ).to_masked_array().ravel()) ) # return OCE_stock_int def ONE_stock_int (stock) : '''Sum stock''' ONE_stock_int = np.sum ( np.sort ( (stock ).to_masked_array().ravel()) ) return ONE_stock_int def OCE_flux_int (flux) : '''Integrate flux on oce grid''' OCE_flux_int = np.sum ( np.sort ( (flux * OCE_aire * dtime_per_sec).to_masked_array().ravel()) ) return OCE_flux_int def ONE_flux_int (flux) : '''Integrate flux on oce grid''' OCE_flux_int = np.sum ( np.sort ( (flux * dtime_per_sec).to_masked_array().ravel()) ) return OCE_flux_int # Get mask and surfaces sos = d_OCE_his ['sos'][0].squeeze() OCE_msk = nemo.lbc_mask ( xr.where ( sos>0, 1., 0.0 ), cd_type = 'T' ) so = sos = d_OCE_his ['sos'][0].squeeze() OCE_msk3 = nemo.lbc_mask ( xr.where ( so>0., 1., 0. ), cd_type = 'T', sval = 0. ) # lbc_mask removes the duplicate points (periodicity and north fold) OCE_aire = nemo.lbc_mask ( d_OCE_his ['area'] * OCE_msk, cd_type = 'T', sval = 0.0 ) ICE_aire = OCE_aire ATM_aire_tot = ONE_stock_int (ATM_aire) SRF_aire_tot = ONE_stock_int (SRF_aire) OCE_aire_tot = ONE_stock_int (OCE_aire) ICE_aire_tot = ONE_stock_int (ICE_aire) ATM_aire_sea = ATM_aire * ATM_fsea ATM_aire_sea_tot = ONE_stock_int ( ATM_aire_sea ) 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'] ) ## 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 ) 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 ) 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 ) 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 ) RUN_flx_coastal = ONE_flux_int ( RUN_coastalflow) RUN_flx_river = ONE_flux_int ( RUN_riverflow ) RUN_flx_coastal_cpl = ONE_flux_int ( RUN_coastalflow_cpl) RUN_flx_river_cpl = ONE_flux_int ( RUN_riverflow_cpl ) RUN_flx_drainage = SRF_flux_int ( RUN_drainage ) RUN_flx_riversret = SRF_flux_int ( RUN_riversret ) RUN_flx_runoff = SRF_flux_int ( RUN_runoff ) RUN_flx_input = SRF_flux_int ( RUN_input ) RUN_flx_output = ONE_flux_int ( RUN_output ) 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' ) echo ( '\n====================================================================================' ) echo ( f'-- OCE Fluxes -- {Title} ' ) # Read variable and computes integral over space and time OCE_empmr = rprec (d_OCE_his['wfo'] ) ; OCE_mas_empmr = OCE_flux_int ( OCE_empmr ) OCE_wfob = rprec (d_OCE_his['wfob'] ) ; OCE_mas_wfob = OCE_flux_int ( OCE_wfob ) OCE_emp_oce = rprec (d_OCE_his['emp_oce'] ) ; OCE_mas_emp_oce = OCE_flux_int ( OCE_emp_oce ) OCE_emp_ice = rprec (d_OCE_his['emp_ice'] ) ; OCE_mas_emp_ice = OCE_flux_int ( OCE_emp_ice ) OCE_iceshelf = rprec (d_OCE_his['iceshelf']) ; OCE_mas_iceshelf = OCE_flux_int ( OCE_iceshelf ) OCE_calving = rprec (d_OCE_his['calving'] ) ; OCE_mas_calving = OCE_flux_int ( OCE_calving ) OCE_iceberg = rprec (d_OCE_his['iceberg'] ) ; OCE_mas_iceberg = OCE_flux_int ( OCE_iceberg ) OCE_friver = rprec (d_OCE_his['friver'] ) ; OCE_mas_friver = OCE_flux_int ( OCE_friver ) OCE_runoffs = rprec (d_OCE_his['runoffs'] ) ; OCE_mas_runoffs = OCE_flux_int ( OCE_runoffs ) if NEMO == 4.0 or NEMO == 4.2 : OCE_wfxice = rprec (d_OCE_his['vfxice']) ; OCE_mas_wfxice = OCE_flux_int ( OCE_wfxice ) OCE_wfxsnw = rprec (d_OCE_his['vfxsnw']) ; OCE_mas_wfxsnw = OCE_flux_int ( OCE_wfxsnw ) OCE_wfxsub = rprec (d_OCE_his['vfxsub']) ; OCE_mas_wfxsub = OCE_flux_int ( OCE_wfxsub ) if NEMO == 3.6 : OCE_wfxice = rprec (d_OCE_his['vfxice'])/86400.*ICE_rho_ice ; OCE_mas_wfxice = OCE_flux_int ( OCE_wfxice ) OCE_wfxsnw = rprec (d_OCE_his['vfxsnw'])/86400.*ICE_rho_sno ; OCE_mas_wfxsnw = OCE_flux_int ( OCE_wfxsnw ) OCE_wfxsub = rprec (d_OCE_his['vfxsub'])/86400.*ICE_rho_sno ; OCE_mas_wfxsub = OCE_flux_int ( OCE_wfxsub ) # Additional checks OCE_evap_oce = rprec (d_OCE_his['evap_ao_cea']) ; OCE_mas_evap_oce = OCE_flux_int ( OCE_evap_oce ) ICE_evap_ice = rprec (d_OCE_his['subl_ai_cea']) ; ICE_mas_evap_ice = OCE_flux_int ( ICE_evap_ice ) OCE_snow_oce = rprec (d_OCE_his['snow_ao_cea']) ; OCE_mas_snow_oce = OCE_flux_int ( OCE_snow_oce ) OCE_snow_ice = rprec (d_OCE_his['snow_ai_cea']) ; OCE_mas_snow_ice = OCE_flux_int ( OCE_snow_ice ) OCE_rain = rprec (d_OCE_his['rain'] ) ; OCE_mas_rain = OCE_flux_int ( OCE_rain ) ICE_wfxsub_err = rprec (d_ICE_his['vfxsub_err'] ) ; ICE_mas_wfxsub_err = OCE_flux_int ( ICE_wfxsub_err ) if NEMO == 4.0 or NEMO == 4.2 : ICE_wfxpnd = rprec (d_ICE_his['vfxpnd'] ) ; ICE_mas_wfxpnd = OCE_flux_int ( ICE_wfxpnd ) ICE_wfxsnw_sub = rprec (d_ICE_his['vfxsnw_sub']) ; ICE_mas_wfxsnw_sub = OCE_flux_int ( ICE_wfxsnw_sub ) ICE_wfxsnw_pre = rprec (d_ICE_his['vfxsnw_pre']) ; ICE_mas_wfxsnw_pre = OCE_flux_int ( ICE_wfxsnw_pre ) if NEMO == 3.6 : ICE_wfxpnd = 0.0 ; ICE_mas_wfxpnd = 0.0 ICE_wfxsnw_sub = rprec (d_ICE_his['vfxsub'])/86400.*ICE_rho_sno ; ICE_mas_wfxsnw_sub = OCE_flux_int ( ICE_wfxsnw_sub ) ICE_wfxsnw_pre = rprec (d_ICE_his['vfxspr'])/86400.*ICE_rho_sno ; ICE_mas_wfxsnw_pre = OCE_flux_int ( ICE_wfxsnw_pre ) OCE_wfcorr = rprec (d_OCE_his['wfcorr']) ; OCE_mas_wfcorr = OCE_flux_int ( OCE_wfcorr ) if OCE_relax : # ssr and fwb are included in emp=>empmr but not in emp_oce (outputed by sea-ice) OCE_vflx_fwb = rprec (d_OCE_his['vflx_fwb']) ; OCE_mas_vflx_fwb = OCE_flux_int ( OCE_vflx_fwb ) OCE_vflx_ssr = rprec (d_OCE_his['vflx_ssr']) ; OCE_mas_vflx_ssr = OCE_flux_int ( OCE_vflx_ssr ) else : OCE_fwb = 0.0 ; OCE_mas_fwb = 0.0 OCE_ssr = 0.0 ; OCE_mas_ssr = 0.0 if OCE_icb : OCE_berg_icb = rprec (d_OCE_his['berg_floating_melt']) ; OCE_mas_berg_icb = OCE_flux_int ( OCE_berg_icb ) OCE_calving_icb = rprec (d_OCE_his['calving_icb'] ) ; OCE_mas_calv_icb = OCE_flux_int ( OCE_calving_icb ) else : OCE_berg_icb = 0. ; OCE_mas_berg_icb = 0. OCE_calv_icb = 0. ; OCE_mas_calv_icb = 0. OCE_mas_emp = OCE_mas_emp_oce - OCE_mas_wfxice - OCE_mas_wfxsnw - ICE_mas_wfxpnd - ICE_mas_wfxsub_err OCE_mas_all = OCE_mas_emp_oce + OCE_mas_emp_ice - OCE_mas_runoffs - OCE_mas_iceshelf prtFlux ('OCE+ICE budget ', OCE_mas_all , 'e', True) prtFlux (' EMPMR ', OCE_mas_empmr , 'e', True) prtFlux (' WFOB ', OCE_mas_wfob , 'e', True) prtFlux (' EMP_OCE ', OCE_mas_emp_oce , 'e', True) prtFlux (' EMP_ICE ', OCE_mas_emp_ice , 'e', True) prtFlux (' EMP ', OCE_mas_emp , 'e', True) prtFlux (' ICEBERG ', OCE_mas_iceberg , 'e', ) prtFlux (' ICESHELF ', OCE_mas_iceshelf , 'e', True) prtFlux (' CALVING ', OCE_mas_calving , 'e', True) prtFlux (' FRIVER ', OCE_mas_friver , 'e', ) prtFlux (' RUNOFFS ', OCE_mas_runoffs , 'e', True) prtFlux (' WFXICE ', OCE_mas_wfxice , 'e', True) prtFlux (' WFXSNW ', OCE_mas_wfxsnw , 'e', True) prtFlux (' WFXSUB ', OCE_mas_wfxsub , 'e', True) prtFlux (' WFXPND ', ICE_mas_wfxpnd , 'e', True) prtFlux (' WFXSNW_SUB ', ICE_mas_wfxsnw_sub, 'e', True) prtFlux (' WFXSNW_PRE ', ICE_mas_wfxsnw_pre, 'e', True) prtFlux (' WFXSUB_ERR ', ICE_mas_wfxsub_err, 'e', True) prtFlux (' EVAP_OCE ', OCE_mas_evap_oce , 'e' ) prtFlux (' EVAP_ICE ', ICE_mas_evap_ice , 'e', True) prtFlux (' SNOW_OCE ', OCE_mas_snow_oce , 'e', True) prtFlux (' SNOW_ICE ', OCE_mas_snow_ice , 'e', True) prtFlux (' RAIN ', OCE_mas_rain , 'e' ) prtFlux (' FWB ', OCE_mas_fwb , 'e', True) prtFlux (' SSR ', OCE_mas_ssr , 'e', True) prtFlux (' WFCORR ', OCE_mas_wfcorr , 'e', True) prtFlux (' BERG_ICB ', OCE_mas_berg_icb , 'e', True) prtFlux (' CALV_ICB ', OCE_mas_calv_icb , 'e', True) echo (' ') prtFlux ( 'wbilo sea ', ATM_flux_int (ATM_wbilo_sea), 'e', ) prtFlux ( 'costalflow ', ONE_flux_int (RUN_coastalflow), 'e', ) prtFlux ( 'riverflow ', RUN_flx_river , 'e', ) prtFlux ( 'costalflow ', RUN_flx_coastal, 'e', ) prtFlux ( 'runoff ', RUN_flx_river+RUN_flx_coastal, 'e', ) ATM_to_OCE = ATM_flux_int (ATM_wbilo_sea) - RUN_flx_river - RUN_flx_coastal - ATM_flx_calving #OCE_from_ATM = -OCE_mas_emp_oce - OCE_mas_emp_ice + OCE_mas_runoffs + OCE_mas_iceberg + OCE_mas_calving + OCE_mas_iceshelf OCE_from_ATM = OCE_mas_all prtFlux ( 'ATM_to_OCE ', ATM_to_OCE , 'e', True ) prtFlux ( 'OCE_from_ATM', OCE_from_ATM, 'e', True )