[6271] | 1 | #!/usr/bin/env python3 |
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| 2 | ### |
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| 3 | ### Script to check water conservation in the IPSL coupled model |
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| 4 | ### |
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| 5 | ## Warning, to install, configure, run, use any of included software or |
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| 6 | ## to read the associated documentation you'll need at least one (1) |
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| 7 | ## brain in a reasonably working order. Lack of this implement will |
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| 8 | ## void any warranties (either express or implied). Authors assumes |
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| 9 | ## no responsability for errors, omissions, data loss, or any other |
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| 10 | ## consequences caused directly or indirectly by the usage of his |
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| 11 | ## software by incorrectly or partially configured personal |
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| 12 | ## |
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| 13 | ## |
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| 14 | ## SVN information |
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| 15 | # $Author$ |
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| 16 | # $Date$ |
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| 17 | # $Revision$ |
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| 18 | # $Id$ |
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| 19 | # $HeadURL$ |
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| 20 | |
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| 21 | |
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| 22 | ### |
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| 23 | ## Import system modules |
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[6508] | 24 | import sys, os, shutil, subprocess, platform |
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[6271] | 25 | import numpy as np |
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| 26 | import configparser, re |
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[6508] | 27 | from pathlib import Path |
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[6271] | 28 | |
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[6508] | 29 | # Check python version |
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| 30 | if sys.version_info < (3, 8, 0) : |
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| 31 | print ( f'Python version : {platform.python_version()}' ) |
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| 32 | raise Exception ( "Minimum Python version is 3.8" ) |
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| 33 | |
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| 34 | ## Import local module |
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| 35 | import WaterUtils as wu |
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| 36 | |
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| 37 | ## Creates parser for reading .ini input file |
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| 38 | config = configparser.ConfigParser (interpolation=configparser.ExtendedInterpolation() ) |
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[6271] | 39 | config.optionxform = str # To keep capitals |
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| 40 | |
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[6508] | 41 | ## Experiment parameters |
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| 42 | ATM=None ; ATM_HIS='latlon' ; SRF_HIS='latlon' ; ORCA=None ; NEMO=None ; OCE_relax=False ; OCE_icb=False ; Coupled=False ; Routing=None ; TarRestartPeriod_beg=None ; TarRestartPeriod_end=None ; Comment=None ; Period=None ; Title=None |
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[6271] | 43 | |
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[6508] | 44 | ## |
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| 45 | ARCHIVE=None ; STORAGE=None ; SCRATCHDIR=None ; R_IN=None ; rebuild=None |
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| 46 | TmpDir=None ; RunDir=None ; FileOut=None ; dir_ATM_his=None ; dir_SRF_his=None ; dir_OCE_his=None ; dir_ICE_his=None ; FileCommon=None |
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| 47 | file_ATM_his=None ; file_SRF_his=None ; file_RUN_his=None ; file_OCE_his=None ; file_ICE_his=None ; file_OCE_sca=None |
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| 48 | 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 |
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| 49 | 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_OCE_srf=None ; file_OCE_sca=None ; file_ICE_beg=None ; file_OCE_end=None ; file_ICE_end=None |
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[6271] | 50 | |
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[6508] | 51 | # Read command line arguments |
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| 52 | print ( "Name of Python script:", sys.argv[0] ) |
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| 53 | IniFile = sys.argv[1] |
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| 54 | # Text existence of IniFile |
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| 55 | if not os.path.exists (IniFile ) : |
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| 56 | raise FileExistsError ( f"File not found : {IniFile = }" ) |
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[6271] | 57 | |
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[6508] | 58 | if 'full' in IniFile : FullIniFile = IniFile |
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| 59 | else : FullIniFile = 'full_' + IniFile |
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| 60 | |
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[6271] | 61 | print ("Input file : ", IniFile ) |
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| 62 | config.read (IniFile) |
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[6508] | 63 | FullIniFile = 'full_' + IniFile |
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[6271] | 64 | |
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[6508] | 65 | ## Reading config file |
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| 66 | for Section in ['Experiment', 'libIGCM', 'Files', 'Physics' ] : |
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| 67 | if Section in config.keys () : |
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| 68 | print ( f'Reading [{Section}]' ) |
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| 69 | for VarName in config[Section].keys() : |
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| 70 | locals()[VarName] = config[Section][VarName] |
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| 71 | exec ( f'{VarName} = wu.setBool ({VarName})' ) |
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| 72 | exec ( f'{VarName} = wu.setNum ({VarName})' ) |
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| 73 | exec ( f'{VarName} = wu.setNone ({VarName})' ) |
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| 74 | exec ( f'wu.{VarName} = {VarName}' ) |
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| 75 | print ( '{:25} set to : {:}'.format (VarName, locals()[VarName]) ) |
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| 76 | #exec ( f'del {VarName}' ) |
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[6271] | 77 | |
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[6508] | 78 | #-- Some physical constants |
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| 79 | if wu.unDefined ( 'Ra' ) : Ra = 6366197.7236758135 #-- Earth Radius (m) |
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| 80 | if wu.unDefined ( 'Grav' ) : Grav = 9.81 #-- Gravity (m^2/s |
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| 81 | if wu.unDefined ( 'ICE_rho_ice' ) : ICE_rho_ice = 917.0 #-- Ice volumic mass (kg/m3) in LIM3 |
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| 82 | if wu.unDefined ( 'ICE_rho_sno') : ICE_rho_sno = 330.0 #-- Snow volumic mass (kg/m3) in LIM3 |
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| 83 | if wu.unDefined ( 'OCE_rho_liq' ) : OCE_rho_liq = 1026.0 #-- Ocean water volumic mass (kg/m3) in NEMO |
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| 84 | if wu.unDefined ( 'ATM_rho' ) : ATM_rho = 1000.0 #-- Water volumic mass in atmosphere (kg/m^3) |
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| 85 | if wu.unDefined ( 'SRF_rho' ) : SRF_rho = 1000.0 #-- Water volumic mass in surface reservoir (kg/m^3) |
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| 86 | if wu.unDefined ( 'RUN_rho' ) : RUN_rho = 1000.0 #-- Water volumic mass of rivers (kg/m^3) |
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| 87 | if wu.unDefined ( 'ICE_rho_pnd' ) : ICE_rho_pnd = 1000. #-- Water volumic mass in ice ponds (kg/m^3) |
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| 88 | if wu.unDefined ( 'YearLength' ) : YearLength = 365.25 * 24. * 60. * 60. #-- Year length (s) - Use only to compute drif in approximate unit |
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[6271] | 89 | |
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[6508] | 90 | # Set libIGCM and machine dependant values |
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| 91 | if not 'Files' in config.keys() : config['Files'] = {} |
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[6271] | 92 | |
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[6508] | 93 | config['Physics'] = { 'Ra':Ra, 'Grav':Grav, 'ICE_rho_ice':ICE_rho_ice, 'ICE_rho_sno':ICE_rho_sno, 'OCE_rho_liq':OCE_rho_liq, 'ATM_rho':ATM_rho, 'SRF_rho':SRF_rho, 'RUN_rho':RUN_rho} |
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[6271] | 94 | |
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[6508] | 95 | ## -------------------------- |
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| 96 | ICO = ( 'ICO' in wu.ATM ) |
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| 97 | LMDZ = ( 'LMD' in wu.ATM ) |
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[6271] | 98 | |
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[6508] | 99 | with open ('SetLibIGCM.py') as f: exec ( f.read() ) |
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| 100 | config['Files']['TmpDir'] = TmpDir |
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[6271] | 101 | |
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[6508] | 102 | if libIGCM : |
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| 103 | config['libIGCM'] = {'ARCHIVE':ARCHIVE, 'STORAGE':STORAGE, 'SCRATCHDIR':SCRATCHDIR, 'R_IN':R_IN, 'rebuild':rebuild } |
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[6271] | 104 | |
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[6508] | 105 | # Import specific module |
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[6271] | 106 | import nemo, lmdz |
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| 107 | ## Now import needed scientific modules |
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| 108 | import xarray as xr |
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| 109 | |
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[6508] | 110 | # Output file with water budget diagnostics |
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| 111 | if wu.unDefined ( 'FileOut' ) : FileOut = f'CPL_waterbudget_{JobName}_{YearBegin}_{YearEnd}.out' |
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| 112 | config['Files']['FileOut'] = FileOut |
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| 113 | |
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[6271] | 114 | f_out = open ( FileOut, mode = 'w' ) |
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[6508] | 115 | |
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| 116 | # Useful functions |
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| 117 | def kg2Sv (val, rho=ATM_rho) : |
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| 118 | '''From kg to Sverdrup''' |
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| 119 | return val/dtime_sec*1.0e-6/rho |
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[6271] | 120 | |
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[6508] | 121 | def kg2myear (val, rho=ATM_rho) : |
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| 122 | '''From kg to m/year''' |
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| 123 | return val/ATM_aire_sea_tot/rho/NbYear |
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| 124 | |
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| 125 | def var2prt (var, small=False, rho=ATM_rho) : |
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| 126 | if small : return var , kg2Sv(var, rho=rho)*1000., kg2myear(var, rho=rho)*1000. |
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| 127 | else : return var , kg2Sv(var, rho=rho) , kg2myear(var, rho=rho) |
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| 128 | |
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| 129 | def prtFlux (Desc, var, Form='F', small=False, rho=ATM_rho, width=15) : |
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| 130 | if small : |
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| 131 | if Form in ['f', 'F'] : ff=" {:12.4e} kg | {:12.4f} mSv | {:12.4f} mm/year " |
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| 132 | if Form in ['e', 'E'] : ff=" {:12.4e} kg | {:12.4e} mSv | {:12.4e} mm/year " |
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| 133 | else : |
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| 134 | if Form in ['f', 'F'] : ff=" {:12.4e} kg | {:12.4f} Sv | {:12.4f} m/year " |
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| 135 | if Form in ['e', 'E'] : ff=" {:12.4e} kg | {:12.4e} Sv | {:12.4e} m/year " |
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| 136 | echo ( (' {:>{width}} = ' +ff).format (Desc, *var2prt(var, small, rho=rho), width=width ) ) |
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| 137 | return None |
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| 138 | |
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[6271] | 139 | def echo (string, end='\n') : |
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[6508] | 140 | '''Function to print to stdout *and* output file''' |
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| 141 | print ( str(string), end=end ) |
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[6271] | 142 | sys.stdout.flush () |
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[6508] | 143 | f_out.write ( str(string) + end ) |
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[6271] | 144 | f_out.flush () |
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| 145 | return None |
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| 146 | |
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| 147 | ## Set libIGCM directories |
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[6508] | 148 | if wu.unDefined ('R_OUT' ) : R_OUT = os.path.join ( ARCHIVE , 'IGCM_OUT' ) |
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| 149 | if wu.unDefined ('R_BUF' ) : R_BUF = os.path.join ( SCRATCHDIR, 'IGCM_OUT' ) |
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| 150 | if wu.unDefined ('L_EXP' ) : L_EXP = os.path.join (TagName, SpaceName, ExperimentName, JobName) |
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| 151 | if wu.unDefined ('R_SAVE' ) : R_SAVE = os.path.join ( R_OUT, L_EXP ) |
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| 152 | if wu.unDefined ('R_BUFR' ) : R_BUFR = os.path.join ( R_BUF, L_EXP ) |
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| 153 | if wu.unDefined ('POST_DIR' ) : POST_DIR = os.path.join ( R_BUFR, 'Out' ) |
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| 154 | if wu.unDefined ('REBUILD_DIR') : REBUILD_DIR = os.path.join ( R_BUFR, 'REBUILD' ) |
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| 155 | if wu.unDefined ('R_BUF_KSH' ) : R_BUF_KSH = os.path.join ( R_BUFR, 'Out' ) |
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| 156 | if wu.unDefined ('R_FIGR' ) : R_FIGR = os.path.join ( STORAGE, 'IGCM_OUT', L_EXP ) |
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[6271] | 157 | |
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[6508] | 158 | config['libIGCM'] = { '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 } |
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[6271] | 159 | |
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[6508] | 160 | # Set directory to extract filesa |
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| 161 | if RunDir == None : RunDir = os.path.join ( TmpDir, f'WATER_{JobName}_{YearBegin}_{YearEnd}' ) |
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| 162 | config['Files']['RunDir'] = RunDir |
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[6271] | 163 | |
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[6508] | 164 | if not os.path.isdir ( RunDir ) : os.makedirs ( RunDir ) |
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[6271] | 165 | |
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[6508] | 166 | # Set directories to rebuild ocean and ice restart files |
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| 167 | RunDirOCE = os.path.join ( RunDir, 'OCE' ) |
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| 168 | RunDirICE = os.path.join ( RunDir, 'ICE' ) |
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| 169 | #RunDirATM = os.path.join ( RunDir, 'ATM' ) |
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| 170 | #RunDirSRF = os.path.join ( RunDir, 'SRF' ) |
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| 171 | #RunDirRUN = os.path.join ( RunDir, 'RUN' ) |
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| 172 | #RunDirDYN = os.path.join ( RunDir, 'DYN' ) |
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| 173 | if not os.path.exists ( RunDirOCE ) : os.mkdir ( RunDirOCE ) |
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| 174 | if not os.path.exists ( RunDirICE ) : os.mkdir ( RunDirICE ) |
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[6271] | 175 | |
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[6508] | 176 | echo (' ') |
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| 177 | echo ( f'JobName : {JobName}' ) |
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| 178 | echo ( f'Comment : {Comment}' ) |
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| 179 | echo ( f'TmpDir : {TmpDir}' ) |
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| 180 | echo ( f'RunDirOCE : {RunDirOCE}' ) |
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| 181 | echo ( f'RunDirICE : {RunDirICE}' ) |
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| 182 | |
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| 183 | echo ( f'\nDealing with {L_EXP}' ) |
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| 184 | |
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[6271] | 185 | #-- Model output directories |
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| 186 | if Freq == "MO" : FreqDir = os.path.join ('Output' , 'MO' ) |
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| 187 | if Freq == "SE" : FreqDir = os.path.join ('Analyse', 'SE' ) |
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[6508] | 188 | if dir_ATM_his == None : |
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| 189 | dir_ATM_his = os.path.join ( R_SAVE, "ATM", FreqDir ) |
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| 190 | config['Files']['dir_ATM_his'] = dir_ATM_his |
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| 191 | if dir_SRF_his == None : |
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| 192 | dir_SRF_his = os.path.join ( R_SAVE, "SRF", FreqDir ) |
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| 193 | config['Files']['dir_SRF_his'] = dir_SRF_his |
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| 194 | if dir_OCE_his == None : |
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| 195 | dir_OCE_his = os.path.join ( R_SAVE, "OCE", FreqDir ) |
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| 196 | config['Files']['dir_OCE_his'] = dir_OCE_his |
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| 197 | if dir_ICE_his == None : |
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| 198 | dir_ICE_his = os.path.join ( R_SAVE, "ICE", FreqDir ) |
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| 199 | config['Files']['dir_ICE_his'] = dir_ICE_his |
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[6271] | 200 | |
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| 201 | echo ( f'The analysis relies on files from the following model output directories : ' ) |
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| 202 | echo ( f'{dir_ATM_his}' ) |
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| 203 | echo ( f'{dir_OCE_his}' ) |
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| 204 | echo ( f'{dir_ICE_his}' ) |
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| 205 | echo ( f'{dir_SRF_his}' ) |
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| 206 | |
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[6508] | 207 | #-- Creates files names |
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| 208 | if Period == None : |
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| 209 | if Freq == 'MO' : Period = f'{YearBegin}0101_{YearEnd}1231_1M' |
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| 210 | if Freq == 'SE' : Period = f'SE_{YearBegin}0101_{YearEnd}1231_1M' |
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| 211 | config['Files']['Period'] = Period |
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| 212 | if FileCommon == None : |
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| 213 | FileCommon = f'{JobName}_{Period}' |
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| 214 | config['Files']['FileCommon'] = FileCommon |
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[6271] | 215 | |
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[6508] | 216 | if Title == None : |
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| 217 | Title = f'{JobName} : {Freq} : {YearBegin}-01-01 - {YearEnd}-12-31' |
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| 218 | config['Files']['Title'] = Title |
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| 219 | |
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[6271] | 220 | echo ('\nOpen history files' ) |
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[6508] | 221 | if file_ATM_his == None : |
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| 222 | file_ATM_his = os.path.join ( dir_ATM_his, f'{FileCommon}_histmth.nc' ) |
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| 223 | config['Files']['file_ATM_his'] = file_ATM_his |
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| 224 | if file_SRF_his == None : |
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| 225 | file_SRF_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history.nc' ) |
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| 226 | config['Files']['file_SRF_his'] = file_SRF_his |
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| 227 | #if Routing == 'SECHIBA' : |
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| 228 | # file_RUN_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history.nc' ) |
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| 229 | if Routing == 'SIMPLE' : |
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| 230 | if file_RUN_his == None : |
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| 231 | file_RUN_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history.nc' ) |
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| 232 | config['Files']['file_RUN_his'] = file_RUN_his |
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| 233 | if file_OCE_his == None : |
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| 234 | file_OCE_his = os.path.join ( dir_OCE_his, f'{FileCommon}_grid_T.nc' ) |
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| 235 | config['Files']['file_OCE_his'] = file_OCE_his |
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| 236 | if file_OCE_sca == None : |
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| 237 | file_OCE_sca = os.path.join ( dir_OCE_his, f'{FileCommon}_scalar.nc' ) |
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| 238 | config['Files']['file_OCE_sca'] = file_OCE_sca |
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| 239 | if file_ICE_his == None : |
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| 240 | file_ICE_his = os.path.join ( dir_ICE_his, f'{FileCommon}_icemod.nc' ) |
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| 241 | config['Files']['file_ICE_his'] = file_ICE_his |
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| 242 | if file_OCE_srf == None : |
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| 243 | file_OCE_srf = os.path.join ( dir_OCE_his, f'{FileCommon}_grid_T.nc' ) |
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| 244 | config['Files']['file_OCE_srf'] = file_OCE_srf |
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[6271] | 245 | |
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| 246 | d_ATM_his = xr.open_dataset ( file_ATM_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() |
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| 247 | d_OCE_his = xr.open_dataset ( file_OCE_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() |
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| 248 | d_OCE_sca = xr.open_dataset ( file_OCE_sca, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() |
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| 249 | d_ICE_his = xr.open_dataset ( file_ICE_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() |
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| 250 | if NEMO == '3.6' :d_ICE_his = d_ICE_his.rename ( {'y_grid_T':'y', 'x_grid_T':'x'} ) |
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| 251 | d_SRF_his = xr.open_dataset ( file_SRF_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() |
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| 252 | d_OCE_srf = xr.open_dataset ( file_OCE_srf, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() |
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[6508] | 253 | if Routing == 'SECHIBA' : d_RUN_his = d_SRF_his |
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| 254 | if Routing == 'SIMPLE' : d_RUN_his = xr.open_dataset ( file_RUN_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() |
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[6271] | 255 | |
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[6508] | 256 | |
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| 257 | echo ( f'{file_ATM_his = }' ) |
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| 258 | echo ( f'{file_SRF_his = }' ) |
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| 259 | if Routing == 'SIMPLE' : echo ( f'{file_RUN_his = }' ) |
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| 260 | echo ( f'{file_OCE_his = }' ) |
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| 261 | echo ( f'{file_ICE_his = }' ) |
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| 262 | echo ( f'{file_OCE_sca = }' ) |
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| 263 | echo ( f'{file_OCE_srf = }' ) |
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[6271] | 264 | |
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| 265 | ## Compute run length |
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| 266 | dtime = ( d_ATM_his.time_counter_bounds.max() - d_ATM_his.time_counter_bounds.min() ) |
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| 267 | echo ('\nRun length : {:8.2f} days'.format ( (dtime/np.timedelta64(1, "D")).values ) ) |
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| 268 | dtime_sec = (dtime/np.timedelta64(1, "s")).values.item() # Convert in seconds |
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| 269 | |
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| 270 | ## Compute length of each period |
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| 271 | dtime_per = (d_ATM_his.time_counter_bounds[:,-1] - d_ATM_his.time_counter_bounds[:,0] ) |
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| 272 | echo ('\nPeriods lengths (days) : {:} days'.format ( (dtime_per/np.timedelta64(1, "D")).values ) ) |
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| 273 | dtime_per_sec = (dtime_per/np.timedelta64(1, "s")).values # In seconds |
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| 274 | dtime_per_sec = xr.DataArray (dtime_per_sec, dims=["time_counter", ], coords=[d_ATM_his.time_counter,] ) |
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[6508] | 275 | dtime_per_sec.attrs['unit'] = 's' |
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[6271] | 276 | |
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[6508] | 277 | # Number of years |
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| 278 | NbYear = dtime_sec / YearLength |
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| 279 | |
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[6271] | 280 | #-- Open restart files |
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| 281 | YearRes = YearBegin - 1 # Year of the restart of beginning of simulation |
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| 282 | YearPre = YearBegin - PackFrequency # Year to find the tarfile of the restart of beginning of simulation |
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| 283 | |
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[6508] | 284 | config['Files']['YearPre'] = f'{YearBegin}' |
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| 285 | |
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[6271] | 286 | echo (f'Restart dates - Start : {YearRes}-12-31 / End : {YearEnd}-12-31 ') |
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| 287 | |
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[6508] | 288 | if TarRestartPeriod_beg == None : |
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| 289 | echo (f'Restart dates - Start : {YearRes}-12-31 / End : {YearEnd}-12-31 ') |
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| 290 | TarRestartPeriod_beg = f'{YearPre}0101_{YearRes}1231' |
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| 291 | config['Files']['TarRestartPeriod_beg'] = TarRestartPeriod_beg |
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[6271] | 292 | |
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[6508] | 293 | if TarRestartPeriod_end == None : |
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| 294 | YearPre = YearBegin - PackFrequency # Year to find the tarfile of the restart of beginning of simulation |
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| 295 | echo (f'Restart dates - Start : {YearRes}-12-31 / End : {YearEnd}-12-31 ') |
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| 296 | TarRestartPeriod_end = f'{YearBegin}0101_{YearEnd}1231' |
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| 297 | config['Files']['TarRestartPeriod_end'] = TarRestartPeriod_end |
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[6271] | 298 | |
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[6508] | 299 | if tar_restart_beg == None : |
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| 300 | tar_restart_beg = os.path.join ( R_SAVE, 'RESTART', f'{JobName}_{TarRestartPeriod_beg}_restart.tar' ) |
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| 301 | config['Files']['tar_restart_beg'] = tar_restart_beg |
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| 302 | if tar_restart_end == None : |
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| 303 | tar_restart_end = os.path.join ( R_SAVE, 'RESTART', f'{JobName}_{TarRestartPeriod_end}_restart.tar' ) |
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| 304 | config['Files']['tar_restart_end'] = tar_restart_end |
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[6271] | 305 | |
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[6508] | 306 | echo ( f'{tar_restart_beg}' ) |
---|
| 307 | echo ( f'{tar_restart_end}' ) |
---|
[6271] | 308 | |
---|
[6508] | 309 | if file_ATM_beg == None : |
---|
| 310 | file_ATM_beg = f'{RunDir}/ATM_{JobName}_{YearRes}1231_restartphy.nc' |
---|
| 311 | config['Files']['file_ATM_beg'] = file_ATM_beg |
---|
| 312 | if file_ATM_end == None : |
---|
| 313 | file_ATM_end = f'{RunDir}/ATM_{JobName}_{YearEnd}1231_restartphy.nc' |
---|
| 314 | config['Files']['file_ATM_end'] = file_ATM_end |
---|
[6271] | 315 | |
---|
[6508] | 316 | if file_DYN_beg == None : |
---|
| 317 | if LMDZ : file_DYN_beg = f'{RunDir}/ATM_{JobName}_{YearRes}1231_restart.nc' |
---|
| 318 | if ICO : file_DYN_beg = f'{RunDir}/ICO_{JobName}_{YearRes}1231_restart.nc' |
---|
| 319 | config['Files']['file_DYN_beg'] = file_DYN_beg |
---|
| 320 | |
---|
| 321 | if file_DYN_end == None : |
---|
| 322 | if LMDZ : file_DYN_end = f'{RunDir}/ATM_{JobName}_{YearEnd}1231_restart.nc' |
---|
| 323 | if ICO : file_DYN_end = f'{RunDir}/ICO_{JobName}_{YearEnd}1231_restart.nc' |
---|
| 324 | config['Files']['file_DYN_end'] = file_DYN_end |
---|
| 325 | |
---|
| 326 | if file_SRF_beg == None : |
---|
| 327 | file_SRF_beg = f'{RunDir}/SRF_{JobName}_{YearRes}1231_sechiba_rest.nc' |
---|
| 328 | config['Files']['file_SRF_beg'] = file_SRF_beg |
---|
| 329 | if file_SRF_end == None : |
---|
| 330 | file_SRF_end = f'{RunDir}/SRF_{JobName}_{YearEnd}1231_sechiba_rest.nc' |
---|
| 331 | config['Files']['file_SRF_end'] = file_SRF_end |
---|
| 332 | |
---|
| 333 | if file_OCE_beg == None : |
---|
| 334 | file_OCE_beg = f'{RunDir}/OCE_{JobName}_{YearRes}1231_restart.nc' |
---|
| 335 | config['Files']['file_OCE_beg'] = file_OCE_beg |
---|
| 336 | if file_OCE_end == None : |
---|
| 337 | file_OCE_end = f'{RunDir}/OCE_{JobName}_{YearEnd}1231_restart.nc' |
---|
| 338 | config['Files']['file_OCE_end'] = file_OCE_end |
---|
| 339 | if file_ICE_beg == None : |
---|
| 340 | file_ICE_beg = f'{RunDir}/ICE_{JobName}_{YearRes}1231_restart_icemod.nc' |
---|
| 341 | config['Files']['file_ICE_beg'] = file_ICE_beg |
---|
| 342 | if file_ICE_end == None : |
---|
| 343 | file_ICE_end = f'{RunDir}/ICE_{JobName}_{YearEnd}1231_restart_icemod.nc' |
---|
| 344 | config['Files']['file_ICE_end'] = file_ICE_end |
---|
| 345 | |
---|
| 346 | liste_beg = [file_ATM_beg, file_DYN_beg, file_SRF_beg] |
---|
| 347 | liste_end = [file_ATM_end, file_DYN_end, file_SRF_end] |
---|
| 348 | |
---|
| 349 | if Routing == 'SIMPLE' : |
---|
| 350 | if file_RUN_beg == None : |
---|
| 351 | file_RUN_beg = f'{RunDir}/SRF_{JobName}_{YearRes}1231_routing_restart.nc' |
---|
| 352 | config['Files']['file_RUN_beg'] = file_RUN_beg |
---|
| 353 | if file_RUN_end == None : |
---|
| 354 | file_RUN_end = f'{RunDir}/SRF_{JobName}_{YearEnd}1231_routing_restart.nc' |
---|
| 355 | config['Files']['file_RUN_end'] = file_RUN_end |
---|
| 356 | |
---|
[6271] | 357 | liste_beg.append ( file_RUN_beg ) |
---|
| 358 | liste_end.append ( file_RUN_end ) |
---|
[6508] | 359 | echo ( f'{file_RUN_beg = }' ) |
---|
| 360 | echo ( f'{file_RUN_end = }' ) |
---|
[6271] | 361 | |
---|
[6508] | 362 | echo ( f'{file_ATM_beg = }' ) |
---|
| 363 | echo ( f'{file_ATM_end = }' ) |
---|
| 364 | echo ( f'{file_DYN_beg = }' ) |
---|
| 365 | echo ( f'{file_DYN_end = }' ) |
---|
| 366 | echo ( f'{file_SRF_beg = }' ) |
---|
| 367 | echo ( f'{file_SRF_end = }' ) |
---|
| 368 | echo ( f'{file_RUN_beg = }' ) |
---|
| 369 | echo ( f'{file_RUN_end = }' ) |
---|
| 370 | echo ( f'{file_OCE_beg = }' ) |
---|
| 371 | echo ( f'{file_OCE_end = }' ) |
---|
| 372 | echo ( f'{file_ICE_beg = }' ) |
---|
| 373 | echo ( f'{file_ICE_end = }' ) |
---|
| 374 | |
---|
[6271] | 375 | echo ('\nExtract restart files from tar : ATM, ICO and SRF') |
---|
[6508] | 376 | for resFile in liste_beg + liste_end : |
---|
| 377 | if os.path.exists ( os.path.join (RunDir, resFile) ) : |
---|
| 378 | echo ( f'file found : {resFile = }' ) |
---|
| 379 | else : |
---|
| 380 | base_file = Path (file_name).stem # basename, and remove suffix |
---|
| 381 | command = f'cd {RunDir} ; tar xf {tar_restart_beg} {base_resFile}.nc' |
---|
[6271] | 382 | echo ( command ) |
---|
[6508] | 383 | ierr = os.system ( command ) |
---|
| 384 | if ierr == 0 : echo ( f'tar done : {base_resFile}') |
---|
| 385 | else : raise Exception ( f'command failed : {command}' ) |
---|
[6271] | 386 | |
---|
| 387 | echo ('\nOpening ATM SRF and ICO restart files') |
---|
[6508] | 388 | d_ATM_beg = xr.open_dataset ( os.path.join (RunDir, file_ATM_beg), decode_times=False, decode_cf=True).squeeze() |
---|
| 389 | d_ATM_end = xr.open_dataset ( os.path.join (RunDir, file_ATM_end), decode_times=False, decode_cf=True).squeeze() |
---|
| 390 | d_SRF_beg = xr.open_dataset ( os.path.join (RunDir, file_SRF_beg), decode_times=False, decode_cf=True).squeeze() |
---|
| 391 | d_SRF_end = xr.open_dataset ( os.path.join (RunDir, file_SRF_end), decode_times=False, decode_cf=True).squeeze() |
---|
| 392 | d_DYN_beg = xr.open_dataset ( os.path.join (RunDir, file_DYN_beg), decode_times=False, decode_cf=True).squeeze() |
---|
| 393 | d_DYN_end = xr.open_dataset ( os.path.join (RunDir, file_DYN_end), decode_times=False, decode_cf=True).squeeze() |
---|
[6271] | 394 | |
---|
| 395 | echo ('\nExtract and rebuild OCE and ICE restarts') |
---|
| 396 | def get_ndomain (zfile) : |
---|
| 397 | #d_zfile = xr.open_dataset (zfile, decode_times=False).squeeze() |
---|
| 398 | #ndomain_opa = d_zfile.attrs['DOMAIN_number_total'] |
---|
| 399 | #d_zfile.close () |
---|
[6508] | 400 | ndomain_opa = subprocess.getoutput ( f'ls {zfile}_*.nc | wc -l' ) #.format() |
---|
[6271] | 401 | return int (ndomain_opa) |
---|
| 402 | |
---|
[6508] | 403 | def extract_and_rebuild ( file_name=file_OCE_beg, tar_restart=tar_restart_end, RunDirComp=RunDirOCE ) : |
---|
| 404 | '''Extract restart file from tar. Rebuild ocean files if needed''' |
---|
| 405 | echo ( f'file to extract : {file_name} ' ) |
---|
| 406 | if os.path.exists ( file_name ) : |
---|
| 407 | echo ( f'-- File ready : {file_name}' ) |
---|
| 408 | else : |
---|
| 409 | echo ( f'-- Extracting {file_name}' ) |
---|
| 410 | base_resFile = Path (file_name).stem # basename, and remove suffix |
---|
| 411 | # Try to extract the rebuilded file |
---|
| 412 | command = f'cd {RunDirComp} ; tar xf {tar_restart} {base_resFile}.nc' |
---|
[6271] | 413 | echo ( command ) |
---|
[6508] | 414 | ierr = os.system ( command ) |
---|
| 415 | if ierr == 0 : |
---|
| 416 | echo ( f'tar done : {base_resFile}') |
---|
| 417 | command = f'cd {RunDirComp} ; mv {base_resFile}.nc {RunDir}' |
---|
| 418 | ierr = os.system ( command ) |
---|
| 419 | if ierr == 0 : echo ( f'command done : {command}' ) |
---|
| 420 | else : raise Exception ( f'command failed : {command}' ) |
---|
| 421 | else : |
---|
| 422 | if not os.path.exists ( os.path.join (RunDir, f'{base_resFile}_0000.nc') ): |
---|
| 423 | command = f'cd {RunDirComp} ; tar xf {tar_restart_end} {base_resFile}_*.nc' |
---|
| 424 | echo ( command ) |
---|
| 425 | ierr = os.system ( command ) |
---|
| 426 | if ierr == 0 : echo ( f'tar done : {file_OCE_beg}') |
---|
| 427 | else : raise Exception ( f'command failed : {command}' ) |
---|
| 428 | echo ('extract ndomain' ) |
---|
| 429 | ndomain_opa = get_ndomain ( os.path.join (RunDir, f'{base_resFile}') ) |
---|
| 430 | command = f'cd {RunDirComp} ; {rebuild} {base_resFile} {ndomain_opa} ; mv {base_resFile}.nc {RunDir}' |
---|
| 431 | echo ( command ) |
---|
| 432 | ierr = os.system ( command ) |
---|
| 433 | if ierr == 0 : echo ( f'Rebuild done : {base_resFile}.nc') |
---|
| 434 | else : raise Exception ( f'command failed : {command}' ) |
---|
[6271] | 435 | |
---|
[6508] | 436 | extract_and_rebuild ( file_name=file_OCE_beg, tar_restart=tar_restart_beg, RunDirComp=RunDirOCE ) |
---|
| 437 | extract_and_rebuild ( file_name=file_OCE_end, tar_restart=tar_restart_end, RunDirComp=RunDirOCE ) |
---|
| 438 | extract_and_rebuild ( file_name=file_ICE_beg, tar_restart=tar_restart_beg, RunDirComp=RunDirICE ) |
---|
| 439 | extract_and_rebuild ( file_name=file_ICE_end, tar_restart=tar_restart_end, RunDirComp=RunDirICE ) |
---|
[6271] | 440 | |
---|
| 441 | echo ('Opening OCE and ICE restart files') |
---|
| 442 | if NEMO == 3.6 : |
---|
[6508] | 443 | d_OCE_beg = xr.open_dataset ( os.path.join (RunDir, file_OCE_beg), decode_times=False, decode_cf=True, drop_variables=['y', 'x']).squeeze() |
---|
| 444 | d_OCE_end = xr.open_dataset ( os.path.join (RunDir, file_OCE_end), decode_times=False, decode_cf=True).squeeze() |
---|
| 445 | d_ICE_beg = xr.open_dataset ( os.path.join (RunDir, file_ICE_beg), decode_times=False, decode_cf=True).squeeze() |
---|
| 446 | d_ICE_end = xr.open_dataset ( os.path.join (RunDir, file_ICE_end), decode_times=False, decode_cf=True).squeeze() |
---|
[6271] | 447 | if NEMO == 4.0 or NEMO == 4.2 : |
---|
[6508] | 448 | d_OCE_beg = xr.open_dataset ( os.path.join (RunDir, file_OCE_beg), decode_times=False, decode_cf=True, drop_variables=['y', 'x']).squeeze() |
---|
| 449 | d_OCE_end = xr.open_dataset ( os.path.join (RunDir, file_OCE_end), decode_times=False, decode_cf=True, drop_variables=['y', 'x']).squeeze() |
---|
| 450 | d_ICE_beg = xr.open_dataset ( os.path.join (RunDir, file_ICE_beg), decode_times=False, decode_cf=True, drop_variables=['y', 'x']).squeeze() |
---|
| 451 | d_ICE_end = xr.open_dataset ( os.path.join (RunDir, file_ICE_end), decode_times=False, decode_cf=True, drop_variables=['y', 'x']).squeeze() |
---|
[6271] | 452 | |
---|
[6508] | 453 | ## Write the full configuration |
---|
| 454 | config_out = open (FullIniFile, 'w') |
---|
| 455 | config.write (config_out ) |
---|
| 456 | config_out.close () |
---|
[6271] | 457 | |
---|
[6508] | 458 | for var in d_SRF_beg.variables : |
---|
| 459 | d_SRF_beg[var] = d_SRF_beg[var].where ( d_SRF_beg[var]<1.e20, 0.) |
---|
| 460 | d_SRF_end[var] = d_SRF_end[var].where ( d_SRF_end[var]<1.e20, 0.) |
---|
[6271] | 461 | |
---|
[6508] | 462 | if ICO : |
---|
| 463 | d_RUN_beg = xr.open_dataset ( os.path.join (RunDir, file_RUN_beg), decode_times=False, decode_cf=True).squeeze() |
---|
| 464 | d_RUN_end = xr.open_dataset ( os.path.join (RunDir, file_RUN_end), decode_times=False, decode_cf=True).squeeze() |
---|
[6271] | 465 | |
---|
[6508] | 466 | def kg2Sv (val, rho=OCE_rho_liq) : |
---|
| 467 | '''From kg to Sverdrup''' |
---|
| 468 | return val/dtime_sec*1.0e-6/rho |
---|
| 469 | |
---|
| 470 | def kg2myear (val, rho=OCE_rho_liq) : |
---|
| 471 | '''From kg to m/year''' |
---|
| 472 | return val/OCE_aire_tot/rho/NbYear |
---|
| 473 | |
---|
| 474 | def var2prt (var, small=False) : |
---|
| 475 | if small : return var , kg2Sv(var)*1000., kg2myear(var)*1000. |
---|
| 476 | else : return var , kg2Sv(var) , kg2myear(var) |
---|
| 477 | |
---|
| 478 | def prtFlux (Desc, var, Form='F', small=False) : |
---|
| 479 | if small : |
---|
| 480 | if Form in ['f', 'F'] : ff=" {:12.4e} kg | {:12.4f} mSv | {:12.4f} mm/year " |
---|
| 481 | if Form in ['e', 'E'] : ff=" {:12.4e} kg | {:12.4e} mSv | {:12.4e} mm/year " |
---|
| 482 | else : |
---|
| 483 | if Form in ['f', 'F'] : ff=" {:12.4e} kg | {:12.4f} Sv | {:12.4f} m/year " |
---|
| 484 | if Form in ['e', 'E'] : ff=" {:12.4e} kg | {:12.4e} Sv | {:12.4e} m/year " |
---|
| 485 | echo ( (' {:>15} = ' +ff).format (Desc, *var2prt(var, small) ) ) |
---|
| 486 | return None |
---|
| 487 | |
---|
| 488 | |
---|
| 489 | |
---|
[6271] | 490 | # ATM grid with cell surfaces |
---|
| 491 | if ICO : |
---|
[6508] | 492 | if ATM_HIS == 'latlon' : |
---|
| 493 | jpja, jpia = d_ATM_his['aire'][0].shape |
---|
| 494 | file_ATM_aire = os.path.join ( R_IN, 'ATM', 'GRID', f'aire_{ATM}_to_{jpia}x{jpja}.nc' ) |
---|
| 495 | config['Files']['file_ATM_aire'] = file_ATM_aire |
---|
| 496 | echo ( f'Aire sur grille reguliere : {file_ATM_aire = }' ) |
---|
| 497 | d_ATM_aire = xr.open_dataset ( file_ATM_aire, decode_times=False ).squeeze() |
---|
| 498 | ATM_aire = lmdz.geo2point ( d_ATM_aire ['aire'].squeeze(), cumulPoles=True ) |
---|
| 499 | ATM_fter = lmdz.geo2point ( d_ATM_his ['fract_ter'][0] ) |
---|
| 500 | ATM_foce = lmdz.geo2point ( d_ATM_his ['fract_oce'][0] ) |
---|
| 501 | ATM_fsic = lmdz.geo2point ( d_ATM_his ['fract_sic'][0] ) |
---|
| 502 | ATM_flic = lmdz.geo2point ( d_ATM_his ['fract_lic'][0] ) |
---|
| 503 | SRF_aire = lmdz.geo2point ( d_SRF_his ['Areas'] * d_SRF_his ['Contfrac'] ) |
---|
| 504 | #SRF_aire = ATM_aire * lmdz.geo2point (d_SRF_his ['Contfrac'] ) |
---|
| 505 | #SRF_aire = ATM_aire * ATM_fter |
---|
| 506 | if ATM_HIS == 'ico' : |
---|
| 507 | echo ( f'Aire sur grille icosaedre : {file_ATM_aire = }' ) |
---|
| 508 | |
---|
[6271] | 509 | if LMDZ : |
---|
| 510 | ATM_aire = lmdz.geo2point ( d_ATM_his ['aire'][0], cumulPoles=True ) |
---|
[6508] | 511 | ATM_fter = lmdz.geo2point ( d_ATM_his ['fract_ter'][0] ) |
---|
| 512 | ATM_foce = lmdz.geo2point ( d_ATM_his ['fract_oce'][0] ) |
---|
| 513 | ATM_fsic = lmdz.geo2point ( d_ATM_his ['fract_sic'][0] ) |
---|
| 514 | ATM_flic = lmdz.geo2point ( d_ATM_his ['fract_lic'][0] ) |
---|
| 515 | #SRF_aire = lmdz.geo2point ( d_SRF_his['Areas'] * d_SRF_his['Contfrac'] ) |
---|
| 516 | SRF_aire = ATM_aire * lmdz.geo2point ( d_SRF_his['Contfrac'] ) |
---|
| 517 | |
---|
| 518 | ATM_fsea = ATM_foce + ATM_fsic |
---|
| 519 | ATM_flnd = ATM_fter + ATM_flic |
---|
| 520 | ATM_aire_fter = ATM_aire * ATM_fter |
---|
| 521 | ATM_aire_flic = ATM_aire * ATM_flic |
---|
| 522 | ATM_aire_fsic = ATM_aire * ATM_fsic |
---|
| 523 | ATM_aire_foce = ATM_aire * ATM_foce |
---|
| 524 | ATM_aire_flnd = ATM_aire * ATM_flnd |
---|
| 525 | ATM_aire_fsea = ATM_aire * ATM_fsea |
---|
[6271] | 526 | |
---|
[6508] | 527 | SRF_aire = SRF_aire.where ( SRF_aire < 1E15, 0.) |
---|
| 528 | |
---|
[6271] | 529 | if ICO : |
---|
| 530 | # Area on icosahedron grid |
---|
| 531 | file_DYN_aire = os.path.join ( R_IN, 'ATM', 'GRID', ATM+'_grid.nc' ) |
---|
| 532 | d_DYN_aire = xr.open_dataset ( file_DYN_aire, decode_times=False).squeeze() |
---|
| 533 | d_DYN_aire = d_DYN_aire.rename ( {'cell':'cell_mesh'} ) |
---|
| 534 | DYN_aire = d_DYN_aire['aire'] |
---|
| 535 | |
---|
| 536 | DYN_fsea = d_DYN_aire ['fract_oce'] + d_DYN_aire ['fract_sic'] |
---|
| 537 | DYN_flnd = 1.0 - DYN_fsea |
---|
| 538 | |
---|
| 539 | if LMDZ : |
---|
[6508] | 540 | # Area on lon/lat grid |
---|
[6271] | 541 | DYN_aire = ATM_aire |
---|
| 542 | DYN_fsea = ATM_fsea |
---|
| 543 | DYN_flnd = ATM_flnd |
---|
[6508] | 544 | DYN_fter = d_ATM_beg['FTER'] |
---|
| 545 | DYN_flic = d_ATM_beg['FTER'] |
---|
[6271] | 546 | |
---|
[6508] | 547 | def ATM_stock_int (stock) : |
---|
| 548 | '''Integrate (* surface) stock on atmosphere grid''' |
---|
| 549 | ATM_stock_int = wu.Psum ( (stock * DYN_aire).to_masked_array().ravel() ) |
---|
| 550 | return ATM_stock_int |
---|
| 551 | |
---|
| 552 | def ATM_flux_int (flux) : |
---|
| 553 | '''Integrate (* time * surface) flux on atmosphere grid''' |
---|
| 554 | ATM_flux_int = wu.Psum ( (flux * dtime_per_sec * ATM_aire).to_masked_array().ravel() ) |
---|
| 555 | return ATM_flux_int |
---|
| 556 | |
---|
| 557 | def SRF_stock_int (stock) : |
---|
| 558 | '''Integrate (* surface) stock on land grid''' |
---|
| 559 | ATM_stock_int = wu.Ksum ( ( (stock * DYN_aire_fter).to_masked_array().ravel()) ) |
---|
| 560 | return ATM_stock_int |
---|
| 561 | |
---|
| 562 | def SRF_flux_int (flux) : |
---|
| 563 | '''Integrate (* time * surface) flux on land grid''' |
---|
| 564 | SRF_flux_int = wu.Psum ( (flux * dtime_per_sec * SRF_aire).to_masked_array().ravel() ) |
---|
| 565 | return SRF_flux_int |
---|
| 566 | |
---|
| 567 | def OCE_stock_int (stock) : |
---|
| 568 | '''Integrate stock on ocean grid''' |
---|
| 569 | OCE_stock_int = np.sum ( np.sort ( (stock * OCE_aire ).to_masked_array().ravel()) ) |
---|
| 570 | return OCE_stock_int |
---|
| 571 | |
---|
| 572 | def ONE_stock_int (stock) : |
---|
| 573 | '''Sum stock''' |
---|
| 574 | ONE_stock_int = np.sum ( np.sort ( (stock ).to_masked_array().ravel()) ) |
---|
| 575 | return ONE_stock_int |
---|
| 576 | |
---|
| 577 | def OCE_flux_int (flux) : |
---|
| 578 | '''Integrate flux on oce grid''' |
---|
| 579 | OCE_flux_int = np.sum ( np.sort ( (flux * OCE_aire * dtime_per_sec).to_masked_array().ravel()) ) |
---|
| 580 | return OCE_flux_int |
---|
| 581 | |
---|
| 582 | def ONE_flux_int (flux) : |
---|
| 583 | '''Integrate flux on oce grid''' |
---|
| 584 | OCE_flux_int = np.sum ( np.sort ( (flux * dtime_per_sec).to_masked_array().ravel()) ) |
---|
| 585 | return OCE_flux_int |
---|
| 586 | |
---|
[6271] | 587 | #if LMDZ : |
---|
| 588 | # d_ATM_beg = d_ATM_beg.assign ( coords={'lon':d_ATM_beg.lon*180./np.pi} ) |
---|
| 589 | |
---|
| 590 | # Get mask and surfaces |
---|
| 591 | sos = d_OCE_his ['sos'][0].squeeze() |
---|
| 592 | OCE_msk = nemo.lbc_mask ( xr.where ( sos>0, 1., 0.0 ), cd_type = 'T' ) |
---|
| 593 | so = sos = d_OCE_his ['sos'][0].squeeze() |
---|
| 594 | OCE_msk3 = nemo.lbc_mask ( xr.where ( so>0., 1., 0. ), cd_type = 'T', sval = 0. ) |
---|
| 595 | |
---|
| 596 | # lbc_mask removes the duplicate points (periodicity and north fold) |
---|
| 597 | OCE_aire = nemo.lbc_mask ( d_OCE_his ['area'] * OCE_msk, cd_type = 'T', sval = 0.0 ) |
---|
| 598 | ICE_aire = OCE_aire |
---|
| 599 | |
---|
| 600 | ATM_aire_tot = ONE_stock_int (ATM_aire) |
---|
| 601 | SRF_aire_tot = ONE_stock_int (SRF_aire) |
---|
| 602 | OCE_aire_tot = ONE_stock_int (OCE_aire) |
---|
| 603 | ICE_aire_tot = ONE_stock_int (ICE_aire) |
---|
| 604 | |
---|
| 605 | ATM_aire_sea = ATM_aire * ATM_fsea |
---|
| 606 | ATM_aire_sea_tot = ONE_stock_int ( ATM_aire_sea ) |
---|
| 607 | |
---|
[6508] | 608 | echo ( '\n====================================================================================' ) |
---|
[6271] | 609 | echo ( '-- NEMO change in stores (for the records)' ) |
---|
| 610 | #-- Note that the total number of days of the run should be diagnosed rather than assumed |
---|
| 611 | #-- Here the result is in Sv |
---|
| 612 | # |
---|
| 613 | #-- Change in ocean volume in freshwater equivalent |
---|
| 614 | |
---|
| 615 | OCE_ssh_beg = d_OCE_beg['sshn'] |
---|
| 616 | OCE_ssh_end = d_OCE_end['sshn'] |
---|
| 617 | OCE_sum_ssh_beg = OCE_stock_int ( OCE_ssh_beg ) |
---|
| 618 | OCE_sum_ssh_end = OCE_stock_int ( OCE_ssh_end ) |
---|
| 619 | |
---|
| 620 | OCE_mas_wat_beg = OCE_sum_ssh_beg * OCE_rho_liq |
---|
| 621 | OCE_mas_wat_end = OCE_sum_ssh_end * OCE_rho_liq |
---|
| 622 | |
---|
| 623 | echo ( 'OCE_sum_ssh_beg = {:12.6e} m^3 | OCE_sum_ssh_end = {:12.6e} m^3'.format (OCE_sum_ssh_beg, OCE_sum_ssh_end) ) |
---|
| 624 | dOCE_vol_liq = ( OCE_sum_ssh_end - OCE_sum_ssh_beg ) |
---|
| 625 | dOCE_mas_liq = dOCE_vol_liq * OCE_rho_liq |
---|
| 626 | dOCE_mas_wat = dOCE_mas_liq |
---|
| 627 | |
---|
| 628 | echo ( 'dOCE vol = {:12.3e} m^3'.format (dOCE_vol_liq) ) |
---|
| 629 | echo ( 'dOCE ssh = {:12.3e} m '.format (dOCE_vol_liq/OCE_aire_tot) ) |
---|
| 630 | echo ( 'dOCE mass = {:12.3e} kg '.format (dOCE_mas_liq) ) |
---|
| 631 | echo ( 'dOCE mass = {:12.3e} Sv '.format (dOCE_mas_liq/dtime_sec*1E-6/OCE_rho_liq) ) |
---|
| 632 | |
---|
| 633 | ## Glace et neige |
---|
| 634 | if NEMO == 3.6 : |
---|
| 635 | ICE_ice_beg = d_ICE_beg['v_i_htc1']+d_ICE_beg['v_i_htc2']+d_ICE_beg['v_i_htc3']+d_ICE_beg['v_i_htc4']+d_ICE_beg['v_i_htc5'] |
---|
| 636 | ICE_ice_end = d_ICE_end['v_i_htc1']+d_ICE_end['v_i_htc2']+d_ICE_end['v_i_htc3']+d_ICE_end['v_i_htc4']+d_ICE_end['v_i_htc5'] |
---|
| 637 | |
---|
| 638 | ICE_sno_beg = d_ICE_beg['v_s_htc1']+d_ICE_beg['v_s_htc2']+d_ICE_beg['v_s_htc3']+d_ICE_beg['v_s_htc4']+d_ICE_beg['v_s_htc5'] |
---|
| 639 | ICE_sno_end = d_ICE_end['v_s_htc1']+d_ICE_end['v_s_htc2']+d_ICE_end['v_s_htc3']+d_ICE_end['v_s_htc4']+d_ICE_end['v_s_htc5'] |
---|
| 640 | |
---|
| 641 | ICE_pnd_beg = 0.0 ; ICE_pnd_end = 0.0 |
---|
| 642 | ICE_fzl_beg = 0.0 ; ICE_fzl_end = 0.0 |
---|
| 643 | |
---|
| 644 | ICE_mas_wat_beg = OCE_stock_int ( (ICE_ice_beg*ICE_rho_ice + ICE_sno_beg*ICE_rho_sno) ) |
---|
| 645 | ICE_mas_wat_end = OCE_stock_int ( (ICE_ice_end*ICE_rho_ice + ICE_sno_end*ICE_rho_sno) ) |
---|
| 646 | |
---|
| 647 | if NEMO == 4.0 or NEMO == 4.2 : |
---|
| 648 | ICE_ice_beg = d_ICE_beg ['v_i'] ; ICE_ice_end = d_ICE_end ['v_i'] |
---|
| 649 | ICE_sno_beg = d_ICE_beg ['v_s'] ; ICE_sno_end = d_ICE_end ['v_s'] |
---|
| 650 | ICE_pnd_beg = d_ICE_beg ['v_ip'] ; ICE_pnd_end = d_ICE_end ['v_ip'] |
---|
| 651 | ICE_fzl_beg = d_ICE_beg ['v_il'] ; ICE_fzl_end = d_ICE_end ['v_il'] |
---|
| 652 | |
---|
| 653 | ICE_mas_wat_beg = OCE_stock_int ( d_ICE_beg['snwice_mass'] ) |
---|
| 654 | ICE_mas_wat_end = OCE_stock_int ( d_ICE_end['snwice_mass'] ) |
---|
| 655 | |
---|
| 656 | |
---|
| 657 | ICE_vol_ice_beg = OCE_stock_int ( ICE_ice_beg ) |
---|
| 658 | ICE_vol_ice_end = OCE_stock_int ( ICE_ice_end ) |
---|
| 659 | |
---|
| 660 | ICE_vol_sno_beg = OCE_stock_int ( ICE_sno_beg ) |
---|
| 661 | ICE_vol_sno_end = OCE_stock_int ( ICE_sno_end ) |
---|
| 662 | |
---|
| 663 | ICE_vol_pnd_beg = OCE_stock_int ( ICE_pnd_beg ) |
---|
| 664 | ICE_vol_pnd_end = OCE_stock_int ( ICE_pnd_end ) |
---|
| 665 | |
---|
| 666 | ICE_vol_fzl_beg = OCE_stock_int ( ICE_fzl_beg ) |
---|
| 667 | ICE_vol_fzl_end = OCE_stock_int ( ICE_fzl_end ) |
---|
| 668 | |
---|
| 669 | #-- Converting to freswater volume |
---|
| 670 | dICE_vol_ice = ICE_vol_ice_end - ICE_vol_ice_beg |
---|
| 671 | dICE_mas_ice = dICE_vol_ice * ICE_rho_ice |
---|
| 672 | |
---|
| 673 | dICE_vol_sno = ICE_vol_sno_end - ICE_vol_sno_beg |
---|
| 674 | dICE_mas_sno = dICE_vol_sno * ICE_rho_sno |
---|
| 675 | |
---|
| 676 | dICE_vol_pnd = ICE_vol_pnd_end - ICE_vol_pnd_beg |
---|
| 677 | dICE_mas_pnd = dICE_vol_pnd * ICE_rho_pnd |
---|
| 678 | |
---|
| 679 | dICE_vol_fzl= ICE_vol_fzl_end - ICE_vol_fzl_beg |
---|
| 680 | dICE_mas_fzl = dICE_vol_fzl * ICE_rho_pnd |
---|
| 681 | |
---|
| 682 | if NEMO == 3.6 : |
---|
| 683 | dICE_mas_wat = dICE_mas_ice + dICE_mas_sno |
---|
| 684 | dSEA_mas_wat = dOCE_mas_wat + dICE_mas_ice + dICE_mas_sno |
---|
| 685 | |
---|
| 686 | if NEMO == 4.0 or NEMO == 4.2 : |
---|
| 687 | dICE_mas_wat = ICE_mas_wat_end - ICE_mas_wat_beg |
---|
| 688 | dSEA_mas_wat = dOCE_mas_wat + dICE_mas_wat |
---|
| 689 | |
---|
[6508] | 690 | echo ( f'ICE_vol_ice_beg = {ICE_vol_ice_beg:12.6e} m^3 | ICE_vol_ice_end = {ICE_vol_ice_end:12.6e} m^3' ) |
---|
| 691 | echo ( f'ICE_vol_sno_beg = {ICE_vol_sno_beg:12.6e} m^3 | ICE_vol_sno_end = {ICE_vol_sno_end:12.6e} m^3' ) |
---|
| 692 | echo ( f'ICE_vol_pnd_beg = {ICE_vol_pnd_beg:12.6e} m^3 | ICE_vol_pnd_end = {ICE_vol_pnd_end:12.6e} m^3' ) |
---|
| 693 | echo ( f'ICE_vol_fzl_beg = {ICE_vol_fzl_beg:12.6e} m^3 | ICE_vol_fzl_end = {ICE_vol_fzl_end:12.6e} m^3' ) |
---|
[6271] | 694 | |
---|
[6508] | 695 | echo ( f'dICE_vol_ice = {dICE_vol_ice:12.3e} m^3' ) |
---|
| 696 | echo ( f'dICE_vol_sno = {dICE_vol_sno:12.3e} m^3' ) |
---|
| 697 | echo ( f'dICE_vol_pnd = {dICE_vol_pnd:12.3e} m^3' ) |
---|
| 698 | echo ( f'dICE_mas_ice = {dICE_mas_ice:12.3e} m^3' ) |
---|
| 699 | echo ( f'dICE_mas_sno = {dICE_mas_sno:12.3e} m^3' ) |
---|
| 700 | echo ( f'dICE_mas_pnd = {dICE_mas_pnd:12.3e} m^3' ) |
---|
| 701 | echo ( f'dICE_mas_fzl = {dICE_mas_fzl:12.3e} m^3' ) |
---|
| 702 | echo ( f'dICE_mas_wat = {dICE_mas_wat:12.3e} m^3' ) |
---|
[6271] | 703 | |
---|
| 704 | |
---|
| 705 | SEA_mas_wat_beg = OCE_mas_wat_beg + ICE_mas_wat_beg |
---|
| 706 | SEA_mas_wat_end = OCE_mas_wat_end + ICE_mas_wat_end |
---|
| 707 | |
---|
| 708 | echo ( '\n------------------------------------------------------------') |
---|
| 709 | echo ( 'Variation du contenu en eau ocean + glace ' ) |
---|
| 710 | echo ( 'dMass (ocean) = {:12.6e} kg '.format(dSEA_mas_wat) ) |
---|
| 711 | echo ( 'dVol (ocean) = {:12.3e} Sv '.format(dSEA_mas_wat/dtime_sec*1E-6/OCE_rho_liq) ) |
---|
| 712 | echo ( 'dVol (ocean) = {:12.3e} m '.format(dSEA_mas_wat*1E-3/OCE_aire_tot) ) |
---|
| 713 | |
---|
| 714 | |
---|
| 715 | echo ( '\n------------------------------------------------------------------------------------' ) |
---|
| 716 | echo ( '-- ATM changes in stores ' ) |
---|
| 717 | |
---|
| 718 | #-- Change in precipitable water from the atmosphere daily and monthly files |
---|
| 719 | #-- Compute sum weighted by gridcell area (kg/m2) then convert to Sv |
---|
| 720 | |
---|
| 721 | # ATM vertical grid |
---|
| 722 | ATM_Ahyb = d_ATM_his['Ahyb'].squeeze() |
---|
| 723 | ATM_Bhyb = d_ATM_his['Bhyb'].squeeze() |
---|
| 724 | klevp1 = ATM_Ahyb.shape[0] |
---|
| 725 | |
---|
| 726 | # Surface pressure |
---|
| 727 | if ICO : |
---|
| 728 | DYN_ps_beg = d_DYN_beg['ps'] |
---|
| 729 | DYN_ps_end = d_DYN_end['ps'] |
---|
| 730 | |
---|
| 731 | if LMDZ : |
---|
| 732 | DYN_ps_beg = lmdz.geo2point ( d_DYN_beg['ps'].isel(rlonv=slice(0,-1)) ) |
---|
| 733 | DYN_ps_end = lmdz.geo2point ( d_DYN_end['ps'].isel(rlonv=slice(0,-1)) ) |
---|
| 734 | |
---|
| 735 | # 3D Pressure |
---|
| 736 | DYN_p_beg = ATM_Ahyb + ATM_Bhyb * DYN_ps_beg |
---|
| 737 | DYN_p_end = ATM_Ahyb + ATM_Bhyb * DYN_ps_end |
---|
| 738 | |
---|
| 739 | # Layer thickness |
---|
| 740 | DYN_sigma_beg = DYN_p_beg[0:-1]*0. |
---|
| 741 | DYN_sigma_end = DYN_p_end[0:-1]*0. |
---|
| 742 | |
---|
| 743 | for k in np.arange (klevp1-1) : |
---|
[6508] | 744 | DYN_sigma_beg[k,:] = (DYN_p_beg[k,:] - DYN_p_beg[k+1,:]) / Grav |
---|
| 745 | DYN_sigma_end[k,:] = (DYN_p_end[k,:] - DYN_p_end[k+1,:]) / Grav |
---|
[6271] | 746 | |
---|
| 747 | DYN_sigma_beg = DYN_sigma_beg.rename ( {'klevp1':'sigs'} ) |
---|
| 748 | DYN_sigma_end = DYN_sigma_end.rename ( {'klevp1':'sigs'} ) |
---|
| 749 | |
---|
| 750 | ##-- Vertical and horizontal integral, and sum of liquid, solid and vapor water phases |
---|
| 751 | if LMDZ : |
---|
| 752 | try : |
---|
| 753 | DYN_wat_beg = lmdz.geo3point ( (d_DYN_beg['H2Ov'] + d_DYN_beg['H2Ol'] + d_DYN_beg['H2Oi']).isel(rlonv=slice(0,-1) ) ) |
---|
| 754 | DYN_wat_end = lmdz.geo3point ( (d_DYN_end['H2Ov'] + d_DYN_end['H2Ol'] + d_DYN_end['H2Oi']).isel(rlonv=slice(0,-1) ) ) |
---|
| 755 | except : |
---|
| 756 | 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) ) ) |
---|
| 757 | 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) ) ) |
---|
| 758 | if ICO : |
---|
| 759 | try : |
---|
| 760 | DYN_wat_beg = (d_DYN_beg['H2O_g'] + d_DYN_beg['H2O_l'] + d_DYN_beg['H2O_s']).rename ( {'lev':'sigs'} ) |
---|
| 761 | DYN_wat_end = (d_DYN_end['H2O_g'] + d_DYN_end['H2O_l'] + d_DYN_end['H2O_s']).rename ( {'lev':'sigs'} ) |
---|
| 762 | except : |
---|
| 763 | DYN_wat_beg = (d_DYN_beg['q'].isel(nq=0) + d_DYN_beg['q'].isel(nq=1) + d_DYN_beg['q'].isel(nq=2) ).rename ( {'lev':'sigs'} ) |
---|
| 764 | DYN_wat_end = (d_DYN_end['q'].isel(nq=0) + d_DYN_end['q'].isel(nq=1) + d_DYN_end['q'].isel(nq=2) ).rename ( {'lev':'sigs'} ) |
---|
| 765 | |
---|
| 766 | DYN_mas_wat_beg = ATM_stock_int (DYN_sigma_beg * DYN_wat_beg) |
---|
| 767 | DYN_mas_wat_end = ATM_stock_int (DYN_sigma_end * DYN_wat_end) |
---|
| 768 | |
---|
| 769 | dDYN_mas_wat = DYN_mas_wat_end - DYN_mas_wat_beg |
---|
| 770 | |
---|
| 771 | echo ( '\nVariation du contenu en eau atmosphere (dynamique) ' ) |
---|
| 772 | echo ( 'DYN_mas_beg = {:12.6e} kg | DYN_mas_end = {:12.6e} kg'.format (DYN_mas_wat_beg, DYN_mas_wat_end) ) |
---|
| 773 | echo ( 'dMass (atm) = {:12.3e} kg '.format (dDYN_mas_wat) ) |
---|
| 774 | echo ( 'dMass (atm) = {:12.3e} Sv '.format (dDYN_mas_wat/dtime_sec*1.e-6/ATM_rho) ) |
---|
| 775 | echo ( 'dMass (atm) = {:12.3e} m '.format (dDYN_mas_wat/ATM_aire_sea_tot/ATM_rho) ) |
---|
| 776 | |
---|
| 777 | 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'] |
---|
| 778 | 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'] |
---|
| 779 | |
---|
| 780 | 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'] |
---|
| 781 | 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'] |
---|
| 782 | |
---|
| 783 | ATM_qsol_beg = d_ATM_beg['QSOL'] |
---|
| 784 | ATM_qsol_end = d_ATM_end['QSOL'] |
---|
| 785 | |
---|
| 786 | ATM_qs01_beg = d_ATM_beg['QS01'] * d_ATM_beg['FTER'] |
---|
| 787 | ATM_qs01_end = d_ATM_end['QS01'] * d_ATM_end['FTER'] |
---|
| 788 | ATM_qs02_beg = d_ATM_beg['QS02'] * d_ATM_beg['FLIC'] |
---|
| 789 | ATM_qs02_end = d_ATM_end['QS02'] * d_ATM_end['FLIC'] |
---|
| 790 | ATM_qs03_beg = d_ATM_beg['QS03'] * d_ATM_beg['FOCE'] |
---|
| 791 | ATM_qs03_end = d_ATM_end['QS03'] * d_ATM_end['FOCE'] |
---|
| 792 | ATM_qs04_beg = d_ATM_beg['QS04'] * d_ATM_beg['FSIC'] |
---|
| 793 | ATM_qs04_end = d_ATM_end['QS04'] * d_ATM_end['FSIC'] |
---|
| 794 | |
---|
| 795 | if ICO : |
---|
| 796 | ATM_sno_beg = ATM_sno_beg .rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 797 | ATM_sno_end = ATM_sno_end .rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 798 | ATM_qs_beg = ATM_qs_beg .rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 799 | ATM_qs_end = ATM_qs_end .rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 800 | ATM_qsol_beg = ATM_qsol_beg.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 801 | ATM_qsol_end = ATM_qsol_end.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 802 | ATM_qs01_beg = ATM_qs01_beg.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 803 | ATM_qs01_end = ATM_qs01_end.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 804 | ATM_qs02_beg = ATM_qs02_beg.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 805 | ATM_qs02_end = ATM_qs02_end.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 806 | ATM_qs03_beg = ATM_qs03_beg.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 807 | ATM_qs03_end = ATM_qs03_end.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 808 | ATM_qs04_beg = ATM_qs04_beg.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 809 | ATM_qs04_end = ATM_qs04_end.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 810 | |
---|
| 811 | echo ('Computing atmosphere integrals') |
---|
| 812 | ATM_mas_sno_beg = ATM_stock_int ( ATM_sno_beg ) |
---|
| 813 | ATM_mas_sno_end = ATM_stock_int ( ATM_sno_end ) |
---|
| 814 | ATM_mas_qs_beg = ATM_stock_int ( ATM_qs_beg ) |
---|
| 815 | ATM_mas_qs_end = ATM_stock_int ( ATM_qs_end ) |
---|
| 816 | ATM_mas_qsol_beg = ATM_stock_int ( ATM_qsol_beg ) |
---|
| 817 | ATM_mas_qsol_end = ATM_stock_int ( ATM_qsol_end ) |
---|
| 818 | ATM_mas_qs01_beg = ATM_stock_int ( ATM_qs01_beg ) |
---|
| 819 | ATM_mas_qs01_end = ATM_stock_int ( ATM_qs01_end ) |
---|
| 820 | ATM_mas_qs02_beg = ATM_stock_int ( ATM_qs02_beg ) |
---|
| 821 | ATM_mas_qs02_end = ATM_stock_int ( ATM_qs02_end ) |
---|
| 822 | ATM_mas_qs03_beg = ATM_stock_int ( ATM_qs03_beg ) |
---|
| 823 | ATM_mas_qs03_end = ATM_stock_int ( ATM_qs03_end ) |
---|
| 824 | ATM_mas_qs04_beg = ATM_stock_int ( ATM_qs04_beg ) |
---|
| 825 | ATM_mas_qs04_end = ATM_stock_int ( ATM_qs04_end ) |
---|
| 826 | |
---|
| 827 | dATM_mas_sno = ATM_mas_sno_end - ATM_mas_sno_beg |
---|
| 828 | dATM_mas_qs = ATM_mas_qs_end - ATM_mas_qs_beg |
---|
| 829 | dATM_mas_qsol = ATM_mas_qsol_end - ATM_mas_qsol_beg |
---|
| 830 | |
---|
| 831 | dATM_mas_qs01 = ATM_mas_qs01_end - ATM_mas_qs01_beg |
---|
| 832 | dATM_mas_qs02 = ATM_mas_qs02_end - ATM_mas_qs02_beg |
---|
| 833 | dATM_mas_qs03 = ATM_mas_qs03_end - ATM_mas_qs03_beg |
---|
| 834 | dATM_mas_qs04 = ATM_mas_qs04_end - ATM_mas_qs04_beg |
---|
| 835 | |
---|
| 836 | echo ( '\nVariation du contenu en neige atmosphere (calottes)' ) |
---|
| 837 | echo ( 'ATM_mas_sno_beg = {:12.6e} kg | ATM_mas_sno_end = {:12.6e} kg'.format (ATM_mas_sno_beg, ATM_mas_sno_end) ) |
---|
| 838 | echo ( 'dMass (neige atm) = {:12.3e} kg '.format (dATM_mas_sno ) ) |
---|
| 839 | echo ( 'dMass (neige atm) = {:12.3e} Sv '.format (dATM_mas_sno/dtime_sec*1e-6/ICE_rho_ice) ) |
---|
| 840 | echo ( 'dMass (neige atm) = {:12.3e} m '.format (dATM_mas_sno/ATM_aire_sea_tot/ATM_rho) ) |
---|
| 841 | |
---|
| 842 | echo ( '\nVariation du contenu humidite du sol' ) |
---|
| 843 | echo ( 'ATM_mas_qs_beg = {:12.6e} kg | ATM_mas_qs_end = {:12.6e} kg'.format (ATM_mas_qs_beg, ATM_mas_qs_end) ) |
---|
| 844 | echo ( 'dMass (neige atm) = {:12.3e} kg '.format (dATM_mas_qs ) ) |
---|
| 845 | echo ( 'dMass (neige atm) = {:12.3e} Sv '.format (dATM_mas_qs/dtime_sec*1e-6/ATM_rho) ) |
---|
| 846 | echo ( 'dMass (neige atm) = {:12.3e} m '.format (dATM_mas_qs/ATM_aire_sea_tot/ATM_rho) ) |
---|
| 847 | |
---|
| 848 | echo ( '\nVariation du contenu en eau+neige atmosphere ' ) |
---|
| 849 | echo ( 'dMass (eau + neige atm) = {:12.3e} kg '.format ( dDYN_mas_wat + dATM_mas_sno) ) |
---|
| 850 | echo ( 'dMass (eau + neige atm) = {:12.3e} Sv '.format ( (dDYN_mas_wat + dATM_mas_sno)/dtime_sec*1E-6/ATM_rho) ) |
---|
| 851 | echo ( 'dMass (eau + neige atm) = {:12.3e} m '.format ( (dDYN_mas_wat + dATM_mas_sno)/ATM_aire_sea_tot/ATM_rho) ) |
---|
| 852 | |
---|
| 853 | echo ( '\n------------------------------------------------------------------------------------' ) |
---|
| 854 | echo ( '-- SRF changes ' ) |
---|
| 855 | |
---|
| 856 | if Routing == 'SIMPLE' : |
---|
| 857 | RUN_mas_wat_beg = ONE_stock_int ( d_RUN_beg ['fast_reservoir'] + d_RUN_beg ['slow_reservoir'] + d_RUN_beg ['stream_reservoir']) |
---|
| 858 | RUN_mas_wat_end = ONE_stock_int ( d_RUN_end ['fast_reservoir'] + d_RUN_end ['slow_reservoir'] + d_RUN_end ['stream_reservoir']) |
---|
| 859 | |
---|
[6277] | 860 | if Routing == 'SECHIBA' : |
---|
[6271] | 861 | RUN_mas_wat_beg = ONE_stock_int ( d_SRF_beg['fastres'] + d_SRF_beg['slowres'] + d_SRF_beg['streamres'] \ |
---|
| 862 | + d_SRF_beg['floodres'] + d_SRF_beg['lakeres'] + d_SRF_beg['pondres'] ) |
---|
| 863 | RUN_mas_wat_end = ONE_stock_int ( d_SRF_end['fastres'] + d_SRF_end['slowres'] + d_SRF_end['streamres'] \ |
---|
| 864 | + d_SRF_end['floodres'] + d_SRF_end['lakeres'] + d_SRF_end['pondres'] ) |
---|
| 865 | |
---|
| 866 | dRUN_mas_wat = RUN_mas_wat_end - RUN_mas_wat_beg |
---|
| 867 | |
---|
| 868 | echo ( '\nWater content in routing ' ) |
---|
| 869 | echo ( 'RUN_mas_wat_beg = {:12.6e} kg | RUN_mas_wat_end = {:12.6e} kg '.format (RUN_mas_wat_end, RUN_mas_wat_end) ) |
---|
| 870 | echo ( 'dMass (routing) = {:12.3e} kg '.format(dRUN_mas_wat) ) |
---|
| 871 | echo ( 'dMass (routing) = {:12.3e} Sv '.format(dRUN_mas_wat/dtime_sec*1E-9) ) |
---|
| 872 | echo ( 'dMass (routing) = {:12.3e} m '.format(dRUN_mas_wat/OCE_aire_tot*1E-3) ) |
---|
| 873 | |
---|
| 874 | print ('Reading SRF restart') |
---|
| 875 | tot_watveg_beg = d_SRF_beg['tot_watveg_beg'] ; tot_watveg_beg = tot_watveg_beg .where (tot_watveg_beg < 1E10, 0.) |
---|
| 876 | tot_watsoil_beg = d_SRF_beg['tot_watsoil_beg'] ; tot_watsoil_beg = tot_watsoil_beg.where (tot_watsoil_beg< 1E10, 0.) |
---|
| 877 | snow_beg = d_SRF_beg['snow_beg'] ; snow_beg = snow_beg .where (snow_beg < 1E10, 0.) |
---|
| 878 | |
---|
| 879 | tot_watveg_end = d_SRF_end['tot_watveg_beg'] ; tot_watveg_end = tot_watveg_end .where (tot_watveg_end < 1E10, 0.) |
---|
| 880 | tot_watsoil_end = d_SRF_end['tot_watsoil_beg'] ; tot_watsoil_end = tot_watsoil_end.where (tot_watsoil_end< 1E10, 0.) |
---|
| 881 | snow_end = d_SRF_end['snow_beg'] ; snow_end = snow_end .where (snow_end < 1E10, 0.) |
---|
| 882 | |
---|
| 883 | if LMDZ : |
---|
| 884 | tot_watveg_beg = lmdz.geo2point (tot_watveg_beg) |
---|
| 885 | tot_watsoil_beg = lmdz.geo2point (tot_watsoil_beg) |
---|
| 886 | snow_beg = lmdz.geo2point (snow_beg) |
---|
| 887 | tot_watveg_end = lmdz.geo2point (tot_watveg_end) |
---|
| 888 | tot_watsoil_end = lmdz.geo2point (tot_watsoil_end) |
---|
| 889 | snow_end = lmdz.geo2point (snow_end) |
---|
| 890 | |
---|
| 891 | SRF_wat_beg = tot_watveg_beg + tot_watsoil_beg + snow_beg |
---|
| 892 | SRF_wat_end = tot_watveg_end + tot_watsoil_end + snow_end |
---|
| 893 | |
---|
| 894 | #SRF_mas_wat_beg = d_SRF_beg['tot_watveg_beg']+d_SRF_beg['tot_watsoil_beg'] + d_SRF_beg['snow_beg'] |
---|
| 895 | #SRF_mas_wat_end = d_SRF_end['tot_watveg_beg']+d_SRF_end['tot_watsoil_beg'] + d_SRF_end['snow_beg'] |
---|
| 896 | |
---|
| 897 | #if LMDZ : |
---|
| 898 | # tot_watveg_beg = tot_watveg_beg .rename ( {'y':'points_phyiques'} ) |
---|
| 899 | # tot_watsoil_beg = tot_watsoil_beg.rename ( {'y':'points_phyiques'} ) |
---|
| 900 | # snow_beg = snow_beg .rename ( {'y':'points_phyiques'} ) |
---|
| 901 | # tot_watveg_end = tot_watveg_end .rename ( {'y':'points_phyiques'} ) |
---|
| 902 | # tot_watsoil_end = tot_watsoil_end.rename ( {'y':'points_phyiques'} ) |
---|
| 903 | # snow_end = snow_end .rename ( {'y':'points_phyiques'} ) |
---|
| 904 | # SRF_wat_beg = SRF_wat_beg .rename ( {'y':'points_phyiques'} ) |
---|
| 905 | # SRF_wat_end = SRF_wat_end .rename ( {'y':'points_phyiques'} ) |
---|
| 906 | if ICO : |
---|
| 907 | tot_watveg_beg = tot_watveg_beg .rename ( {'y':'cell_mesh'} ) |
---|
| 908 | tot_watsoil_beg = tot_watsoil_beg.rename ( {'y':'cell_mesh'} ) |
---|
| 909 | snow_beg = snow_beg .rename ( {'y':'cell_mesh'} ) |
---|
| 910 | tot_watveg_end = tot_watveg_end .rename ( {'y':'cell_mesh'} ) |
---|
| 911 | tot_watsoil_end = tot_watsoil_end.rename ( {'y':'cell_mesh'} ) |
---|
| 912 | snow_end = snow_end .rename ( {'y':'cell_mesh'} ) |
---|
| 913 | SRF_wat_beg = SRF_wat_beg .rename ( {'y':'cell_mesh'} ) |
---|
| 914 | SRF_wat_end = SRF_wat_end .rename ( {'y':'cell_mesh'} ) |
---|
| 915 | |
---|
| 916 | print ('Computing integrals') |
---|
| 917 | |
---|
| 918 | print ( ' 1/6', end='' ) ; sys.stdout.flush () |
---|
| 919 | SRF_mas_watveg_beg = ATM_stock_int ( tot_watveg_beg ) |
---|
| 920 | print ( ' 2/6', end='' ) ; sys.stdout.flush () |
---|
| 921 | SRF_mas_watsoil_beg = ATM_stock_int ( tot_watsoil_beg ) |
---|
| 922 | print ( ' 3/6', end='' ) ; sys.stdout.flush () |
---|
| 923 | SRF_mas_snow_beg = ATM_stock_int ( snow_beg ) |
---|
| 924 | print ( ' 4/6', end='' ) ; sys.stdout.flush () |
---|
| 925 | SRF_mas_watveg_end = ATM_stock_int ( tot_watveg_end ) |
---|
| 926 | print ( ' 5/6', end='' ) ; sys.stdout.flush () |
---|
| 927 | SRF_mas_watsoil_end = ATM_stock_int ( tot_watsoil_end ) |
---|
| 928 | print ( ' 6/6', end='' ) ; sys.stdout.flush () |
---|
| 929 | SRF_mas_snow_end = ATM_stock_int ( snow_end ) |
---|
| 930 | print (' -- ') ; sys.stdout.flush () |
---|
| 931 | |
---|
| 932 | dSRF_mas_watveg = SRF_mas_watveg_end - SRF_mas_watveg_beg |
---|
| 933 | dSRF_mas_watsoil = SRF_mas_watsoil_end - SRF_mas_watsoil_beg |
---|
| 934 | dSRF_mas_snow = SRF_mas_snow_end - SRF_mas_snow_beg |
---|
| 935 | |
---|
| 936 | echo ('\nLes differents reservoirs') |
---|
[6508] | 937 | echo ( f'SRF_mas_watveg_beg = {SRF_mas_watveg_beg :12.6e} kg | SRF_mas_watveg_end = {SRF_mas_watveg_end :12.6e} kg ' ) |
---|
| 938 | echo ( f'SRF_mas_watsoil_beg = {SRF_mas_watsoil_beg:12.6e} kg | SRF_mas_watsoil_end = {SRF_mas_watsoil_end:12.6e} kg ' ) |
---|
| 939 | echo ( f'SRF_mas_snow_beg = {SRF_mas_snow_beg :12.6e} kg | SRF_mas_snow_end = {SRF_mas_snow_end :12.6e} kg ' ) |
---|
[6271] | 940 | |
---|
| 941 | echo ( 'dMass (watveg) = {:12.3e} kg | {:12.2e} Sv | {:12.2e} m '.format (dSRF_mas_watveg , dSRF_mas_watveg /dtime_sec*1E-9, dSRF_mas_watveg /OCE_aire_tot*1E-3) ) |
---|
| 942 | echo ( 'dMass (watsoil) = {:12.3e} kg | {:12.2e} Sv | {:12.2e} m '.format (dSRF_mas_watsoil, dSRF_mas_watsoil/dtime_sec*1E-9, dSRF_mas_watsoil/OCE_aire_tot*1E-3) ) |
---|
| 943 | echo ( 'dMass (sno) = {:12.3e} kg | {:12.2e} Sv | {:12.2e} m '.format (dSRF_mas_snow , dSRF_mas_snow /dtime_sec*1E-9, dSRF_mas_snow /OCE_aire_tot*1E-3 ) ) |
---|
| 944 | |
---|
| 945 | SRF_mas_wat_beg = SRF_mas_watveg_beg + SRF_mas_watsoil_beg + SRF_mas_snow_beg |
---|
| 946 | SRF_mas_wat_end = SRF_mas_watveg_end + SRF_mas_watsoil_end + SRF_mas_snow_end |
---|
| 947 | dSRF_mas_wat = SRF_mas_wat_end - SRF_mas_wat_beg |
---|
| 948 | |
---|
| 949 | echo ( '\nWater content in surface ' ) |
---|
| 950 | echo ( 'SRF_mas_wat_beg = {:12.6e} kg | SRF_mas_wat_end = {:12.6e} kg '.format (SRF_mas_wat_beg, SRF_mas_wat_end) ) |
---|
| 951 | echo ( 'dMass (water srf) = {:12.3e} kg '.format (dSRF_mas_wat) ) |
---|
| 952 | echo ( 'dMass (water srf) = {:12.3e} Sv '.format (dSRF_mas_wat/dtime_sec*1E-6/ATM_rho) ) |
---|
| 953 | echo ( 'dMass (water srf) = {:12.3e} m '.format (dSRF_mas_wat/ATM_aire_sea_tot/ATM_rho) ) |
---|
| 954 | |
---|
| 955 | echo ( '\nWater content in ATM + SRF + RUN ' ) |
---|
| 956 | echo ( 'mas_wat_beg = {:12.6e} kg | mas_wat_end = {:12.6e} kg '. |
---|
| 957 | format (DYN_mas_wat_beg + ATM_mas_sno_beg + RUN_mas_wat_beg + SRF_mas_wat_beg, |
---|
| 958 | DYN_mas_wat_end + ATM_mas_sno_end + RUN_mas_wat_end + SRF_mas_wat_end) ) |
---|
| 959 | echo ( 'dMass (water atm+srf+run) = {:12.6e} kg '.format ( dDYN_mas_wat + dATM_mas_sno + dRUN_mas_wat + dSRF_mas_wat) ) |
---|
| 960 | echo ( 'dMass (water atm+srf+run) = {:12.3e} Sv '.format ((dDYN_mas_wat + dATM_mas_sno + dRUN_mas_wat + dSRF_mas_wat)/dtime_sec*1E-6/ATM_rho) ) |
---|
| 961 | echo ( 'dMass (water atm+srf+run) = {:12.3e} m '.format ((dDYN_mas_wat + dATM_mas_sno + dRUN_mas_wat + dSRF_mas_wat)/ATM_aire_sea_tot/ATM_rho) ) |
---|
| 962 | |
---|
| 963 | echo ( '\n------------------------------------------------------------------------------------' ) |
---|
| 964 | echo ( '-- Change in all components' ) |
---|
| 965 | echo ( 'mas_wat_beg = {:12.6e} kg | mas_wat_end = {:12.6e} kg'. |
---|
| 966 | format (SEA_mas_wat_beg + DYN_mas_wat_beg + ATM_mas_sno_beg + RUN_mas_wat_beg + SRF_mas_wat_beg, |
---|
| 967 | SEA_mas_wat_end + DYN_mas_wat_end + ATM_mas_sno_end + RUN_mas_wat_end + SRF_mas_wat_end) ) |
---|
| 968 | echo ( 'dMass (water CPL) = {:12.3e} kg '.format ( dSEA_mas_wat + dDYN_mas_wat + dATM_mas_sno + dRUN_mas_wat + dSRF_mas_wat) ) |
---|
| 969 | echo ( 'dMass (water CPL) = {:12.3e} Sv '.format ((dSEA_mas_wat + dDYN_mas_wat + dATM_mas_sno + dRUN_mas_wat + dSRF_mas_wat)/dtime_sec*1E-9) ) |
---|
| 970 | echo ( 'dMass (water CPL) = {:12.3e} m '.format ((dSEA_mas_wat + dDYN_mas_wat + dATM_mas_sno + dRUN_mas_wat + dSRF_mas_wat)/OCE_aire_tot*1E-3) ) |
---|
| 971 | |
---|
| 972 | |
---|