[6264] | 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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[6271] | 21 | ### |
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| 22 | ## Import system modules |
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| 23 | import sys, os, shutil, subprocess |
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| 24 | import numpy as np |
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| 25 | import configparser, re |
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[6264] | 26 | |
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[6271] | 27 | ## Creates parser |
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| 28 | config = configparser.ConfigParser() |
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| 29 | config.optionxform = str # To keep capitals |
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[6264] | 30 | |
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[6271] | 31 | config['Files'] = {} |
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| 32 | config['System'] = {} |
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[6264] | 33 | |
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| 34 | ##-- Some physical constants |
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| 35 | #-- Earth Radius |
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[6271] | 36 | Ra = 6366197.7236758135 |
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[6264] | 37 | #-- Gravity |
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[6271] | 38 | Grav = 9.81 |
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| 39 | #-- Ice volumic mass (kg/m3) in LIM3 |
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[6264] | 40 | ICE_rho_ice = 917.0 |
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[6271] | 41 | #-- Snow volumic mass (kg/m3) in LIM3 |
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[6264] | 42 | ICE_rho_sno = 330.0 |
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[6271] | 43 | #-- Ocean water volumic mass (kg/m3) in NEMO |
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[6264] | 44 | OCE_rho_liq = 1026. |
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[6271] | 45 | #-- Water volumic mass in atmosphere |
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| 46 | ATM_rho = 1.0e3 |
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| 47 | #-- Water volumic mass in surface reservoirs |
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| 48 | SRF_rho = 1.0e3 |
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| 49 | #-- Water volumic mass of rivers |
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| 50 | RUN_rho = 1.0e3 |
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[6264] | 51 | |
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[6271] | 52 | ## Read experiment parameters |
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| 53 | ATM = None ; ORCA = None ; NEMO = None ; OCE_relax = False ; OCE_icb = False ; Coupled = False ; Routing = None |
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[6264] | 54 | |
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[6271] | 55 | # Arguments passed |
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| 56 | print ( "Name of Python script:", sys.argv[0] ) |
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| 57 | IniFile = sys.argv[1] |
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| 58 | print ("Input file : ", IniFile ) |
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| 59 | config.read (IniFile) |
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| 60 | |
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| 61 | def setBool (chars) : |
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| 62 | '''Convert specific char string in boolean if possible''' |
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| 63 | setBool = chars |
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| 64 | for key in configparser.ConfigParser.BOOLEAN_STATES.keys () : |
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| 65 | if chars.lower() == key : setBool = configparser.ConfigParser.BOOLEAN_STATES[key] |
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| 66 | return setBool |
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| 67 | |
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| 68 | def setNum (chars) : |
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| 69 | '''Convert specific char string in integer or real if possible''' |
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| 70 | if type (chars) == str : |
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| 71 | realnum = re.compile ("^[-+]?[0-9]*\.?[0-9]+(e[-+]?[0-9]+)?$") |
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| 72 | isReal = realnum.match(chars.strip()) != None |
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| 73 | isInt = chars.strip().isdigit() |
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| 74 | if isReal : |
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| 75 | if isInt : setNum = int (chars) |
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| 76 | else : setNum = float (chars) |
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| 77 | else : setNum = chars |
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| 78 | else : setNum = chars |
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| 79 | return setNum |
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| 80 | |
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| 81 | print ('[Experiment]') |
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| 82 | for VarName in config['Experiment'].keys() : |
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| 83 | locals()[VarName] = config['Experiment'][VarName] |
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| 84 | locals()[VarName] = setBool (locals()[VarName]) |
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| 85 | locals()[VarName] = setNum (locals()[VarName]) |
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| 86 | print ( '{:25} set to : {:}'.format (VarName, locals()[VarName]) ) |
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| 87 | |
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| 88 | # ### |
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| 89 | ICO = ( 'ICO' in ATM ) |
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| 90 | LMDZ = ( 'LMD' in ATM ) |
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| 91 | |
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[6264] | 92 | ### |
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| 93 | ## Import system modules |
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| 94 | import sys, os, shutil, subprocess |
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[6271] | 95 | import configparser, re |
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[6264] | 96 | |
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[6271] | 97 | config = configparser.ConfigParser() |
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| 98 | config['Files'] = {} |
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| 99 | |
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[6264] | 100 | # Where do we run ? |
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| 101 | SysName, NodeName, Release, Version, Machine = os.uname() |
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[6271] | 102 | TGCC = ( 'irene' in NodeName ) |
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| 103 | IDRIS = ( 'jeanzay' in NodeName ) |
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[6264] | 104 | |
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| 105 | ## Set site specific libIGCM directories, and other specific stuff |
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| 106 | if TGCC : |
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| 107 | CPU = subprocess.getoutput ( 'lscpu | grep "Model name"' ) |
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| 108 | if "Intel(R) Xeon(R) Platinum" in CPU : Machine = 'irene' |
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| 109 | if "AMD" in CPU : Machine = 'irene-amd' |
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| 110 | |
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| 111 | ARCHIVE = subprocess.getoutput ( f'ccc_home --cccstore -d {Project} -u {User}' ) |
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| 112 | STORAGE = subprocess.getoutput ( f'ccc_home --cccwork -d {Project} -u {User}' ) |
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| 113 | SCRATCHDIR = subprocess.getoutput ( f'ccc_home --cccscratch -d {Project} -u {User}' ) |
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| 114 | R_IN = os.path.join ( subprocess.getoutput ( f'ccc_home --cccwork -d igcmg -u igcmg' ), 'IGCM') |
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| 115 | rebuild = os.path.join ( subprocess.getoutput ( f'ccc_home --ccchome -d igcmg -u igcmg' ), 'Tools', Machine, 'rebuild_nemo', 'bin', 'rebuild_nemo' ) |
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| 116 | |
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| 117 | ## Specific to run at TGCC. |
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| 118 | # Needed before importing a NetCDF library (netCDF4, xarray, cmds, etc ...) |
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| 119 | import mpi4py |
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| 120 | mpi4py.rc.initialize = False |
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| 121 | |
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| 122 | ## Creates output directory |
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[6271] | 123 | #TmpDir = os.path.join ( subprocess.getoutput ( 'ccc_home --cccscratch' ), f'WATER_{JobName}_{YearBegin}_{YearEnd}' ) |
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| 124 | TmpDir = os.path.join ( '/ccc/scratch/cont003/drf/p86mart', f'WATER_{JobName}_{YearBegin}_{YearEnd}' ) |
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[6264] | 125 | |
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| 126 | if IDRIS : |
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[6271] | 127 | raise Exception ("Pour IDRIS : repertoires et chemins a definir") |
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[6264] | 128 | |
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| 129 | ## Import specific module |
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| 130 | import nemo, lmdz |
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| 131 | ## Now import needed scientific modules |
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| 132 | import xarray as xr |
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[6271] | 133 | |
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| 134 | config['Files'][TmpDir] = TmpDir |
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| 135 | |
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[6264] | 136 | # Output file |
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| 137 | FileOut = f'ATM_waterbudget_{JobName}_{YearBegin}_{YearEnd}.out' |
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| 138 | f_out = open ( FileOut, mode = 'w' ) |
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| 139 | |
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| 140 | # Function to print to stdout *and* output file |
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[6271] | 141 | def echo (string, end='\n') : |
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| 142 | print ( string, end=end ) |
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| 143 | sys.stdout.flush () |
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| 144 | f_out.write ( string + end ) |
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[6264] | 145 | f_out.flush () |
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| 146 | return None |
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| 147 | |
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| 148 | ## Set libIGCM directories |
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| 149 | R_OUT = os.path.join ( ARCHIVE , 'IGCM_OUT') |
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| 150 | R_BUF = os.path.join ( SCRATCHDIR, 'IGCM_OUT') |
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| 151 | |
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| 152 | L_EXP = os.path.join (TagName, SpaceName, ExperimentName, JobName) |
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| 153 | R_SAVE = os.path.join ( R_OUT, L_EXP ) |
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| 154 | R_BUFR = os.path.join ( R_BUF, L_EXP ) |
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| 155 | POST_DIR = os.path.join ( R_BUF, L_EXP, 'Out' ) |
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| 156 | REBUILD_DIR = os.path.join ( R_BUF, L_EXP, 'REBUILD' ) |
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| 157 | R_BUF_KSH = os.path.join ( R_BUFR, 'Out' ) |
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| 158 | R_FIGR = os.path.join ( STORAGE, 'IGCM_OUT', L_EXP ) |
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| 159 | |
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| 160 | #if os.path.isdir (TmpDir) : shutil.rmtree ( TmpDir ) |
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| 161 | if not os.path.isdir (TmpDir) : os.mkdir (TmpDir) |
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| 162 | TmpDirOCE = os.path.join (TmpDir, 'OCE') |
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| 163 | TmpDirICE = os.path.join (TmpDir, 'ICE') |
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| 164 | if not os.path.exists (TmpDirOCE) : os.mkdir (TmpDirOCE ) |
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| 165 | if not os.path.exists (TmpDirICE) : os.mkdir (TmpDirICE ) |
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| 166 | |
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| 167 | echo ( f'Working in TMPDIR : {TmpDir}' ) |
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| 168 | |
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| 169 | echo ( f'\nDealing with {L_EXP}' ) |
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| 170 | |
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| 171 | #-- Model output directories |
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[6271] | 172 | if Freq == "MO" : FreqDir = os.path.join ('Output' , 'MO' ) |
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| 173 | if Freq == "SE" : FreqDir = os.path.join ('Analyse', 'SE' ) |
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[6264] | 174 | dir_ATM_his = os.path.join ( R_SAVE, "ATM", FreqDir ) |
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| 175 | dir_SRF_his = os.path.join ( R_SAVE, "SRF", FreqDir ) |
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| 176 | |
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| 177 | echo ( f'The analysis relies on files from the following model output directories : ' ) |
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| 178 | echo ( f'{dir_ATM_his}' ) |
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| 179 | echo ( f'{dir_SRF_his}' ) |
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| 180 | |
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| 181 | #-- Files Names |
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[6271] | 182 | if Freq == 'MO' : FileCommon = f'{JobName}_{YearBegin}0101_{YearEnd}1231_1M' |
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| 183 | if Freq == 'SE' : FileCommon = f'{JobName}_SE_{YearBegin}0101_{YearEnd}1231_1M' |
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[6264] | 184 | |
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| 185 | echo ('\nOpen history files' ) |
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[6271] | 186 | file_ATM_his = os.path.join ( dir_ATM_his, f'{FileCommon}_histmth.nc' ) |
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| 187 | file_SRF_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history.nc' ) |
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| 188 | if Routing == 'ORCHIDEE' : |
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| 189 | file_RUN_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history.nc' ) |
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| 190 | if Routing == 'SIMPLE' : |
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| 191 | file_RUN_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history.nc' ) |
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[6264] | 192 | |
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| 193 | d_ATM_his = xr.open_dataset ( file_ATM_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() |
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| 194 | d_SRF_his = xr.open_dataset ( file_SRF_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() |
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[6271] | 195 | if Routing == 'ORCHIDEE' : |
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| 196 | d_RUN_his = d_SRF_his |
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| 197 | if Routing == 'SIMPLE' : |
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| 198 | d_RUN_his = xr.open_dataset ( file_RUN_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze() |
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[6264] | 199 | |
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| 200 | echo ( file_ATM_his ) |
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| 201 | echo ( file_SRF_his ) |
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[6271] | 202 | echo ( file_RUN_his ) |
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[6264] | 203 | |
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[6271] | 204 | |
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| 205 | config['Files']['file_ATM_his'] = file_ATM_his |
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| 206 | config['Files']['file_SRF_his'] = file_SRF_his |
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| 207 | config['Files']['file_RUN_his'] = file_SRF_his |
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| 208 | |
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[6264] | 209 | ## Compute run length |
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| 210 | dtime = ( d_ATM_his.time_counter_bounds.max() - d_ATM_his.time_counter_bounds.min() ) |
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| 211 | echo ('\nRun length : {:8.2f} days'.format ( (dtime/np.timedelta64(1, "D")).values ) ) |
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| 212 | dtime_sec = (dtime/np.timedelta64(1, "s")).values.item() # Convert in seconds |
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| 213 | |
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| 214 | ## Compute length of each period |
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| 215 | dtime_per = (d_ATM_his.time_counter_bounds[:,-1] - d_ATM_his.time_counter_bounds[:,0] ) |
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| 216 | echo ('\nPeriods lengths (days) : {:} days'.format ( (dtime_per/np.timedelta64(1, "D")).values ) ) |
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| 217 | dtime_per_sec = (dtime_per/np.timedelta64(1, "s")).values # In seconds |
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| 218 | dtime_per_sec = xr.DataArray (dtime_per_sec, dims=["time_counter", ], coords=[d_ATM_his.time_counter,] ) |
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| 219 | |
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| 220 | #-- Open restart files |
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[6271] | 221 | YearRes = YearBegin - 1 # Year of the restart of beginning of simulation |
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[6264] | 222 | YearPre = YearBegin - PackFrequency # Year to find the tarfile of the restart of beginning of simulation |
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| 223 | |
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| 224 | echo (f'Restart dates - Start : {YearRes}-12-31 / End : {YearEnd}-12-31 ') |
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| 225 | |
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| 226 | file_restart_beg = os.path.join ( R_SAVE, 'RESTART', f'{JobName}_{YearPre}0101_{YearRes}1231_restart.tar' ) |
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| 227 | file_restart_end = os.path.join ( R_SAVE, 'RESTART', f'{JobName}_{YearBegin}0101_{YearEnd}1231_restart.tar' ) |
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| 228 | |
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| 229 | echo ( f'{file_restart_beg}' ) |
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| 230 | echo ( f'{file_restart_end}' ) |
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| 231 | |
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| 232 | file_ATM_beg = f'ATM_{JobName}_{YearRes}1231_restartphy.nc' |
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| 233 | file_ATM_end = f'ATM_{JobName}_{YearEnd}1231_restartphy.nc' |
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| 234 | if LMDZ : |
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| 235 | file_DYN_beg = f'ATM_{JobName}_{YearRes}1231_restart.nc' |
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| 236 | file_DYN_end = f'ATM_{JobName}_{YearEnd}1231_restart.nc' |
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| 237 | if ICO : |
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| 238 | file_DYN_beg = f'ICO_{JobName}_{YearRes}1231_restart.nc' |
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| 239 | file_DYN_end = f'ICO_{JobName}_{YearEnd}1231_restart.nc' |
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| 240 | file_SRF_beg = f'SRF_{JobName}_{YearRes}1231_sechiba_rest.nc' |
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| 241 | file_SRF_end = f'SRF_{JobName}_{YearEnd}1231_sechiba_rest.nc' |
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| 242 | liste_beg = [file_ATM_beg, file_DYN_beg, file_SRF_beg, ] |
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| 243 | liste_end = [file_ATM_end, file_DYN_end, file_SRF_end, ] |
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| 244 | echo ( f'{file_ATM_beg}') |
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| 245 | echo ( f'{file_ATM_end}') |
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| 246 | echo ( f'{file_SRF_beg}') |
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| 247 | echo ( f'{file_SRF_end}') |
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| 248 | |
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| 249 | if Routing == 'SIMPLE' : |
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| 250 | file_RUN_beg = f'SRF_{JobName}_{YearRes}1231_routing_restart.nc' |
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| 251 | file_RUN_end = f'SRF_{JobName}_{YearEnd}1231_routing_restart.nc' |
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| 252 | liste_beg.append ( file_RUN_beg ) |
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| 253 | liste_end.append ( file_RUN_end ) |
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| 254 | echo ( f'{file_RUN_beg}') |
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| 255 | echo ( f'{file_RUN_end}') |
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| 256 | |
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| 257 | echo ('\nExtract restart files from tar : ATM, ICO and SRF') |
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| 258 | for resFile in liste_beg : |
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| 259 | if not os.path.exists ( os.path.join (TmpDir, resFile) ) : |
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| 260 | command = f'cd {TmpDir} ; tar xf {file_restart_beg} {resFile}' |
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| 261 | echo ( command ) |
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| 262 | os.system ( command ) |
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| 263 | |
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| 264 | for resFile in liste_end : |
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| 265 | if not os.path.exists ( os.path.join (TmpDir, resFile) ) : |
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| 266 | command = f'cd {TmpDir} ; tar xf {file_restart_end} {resFile}' |
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| 267 | echo ( command ) |
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| 268 | os.system ( command ) |
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| 269 | |
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[6271] | 270 | config['Files']['file_ATM_beg'] = file_ATM_beg |
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| 271 | config['Files']['file_ATM_end'] = file_ATM_end |
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| 272 | config['Files']['file_SRF_beg'] = file_SRF_beg |
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| 273 | config['Files']['file_SRF_end'] = file_SRF_end |
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| 274 | if Routing == 'SIMPLE' : |
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| 275 | config['Files']['file_RUN_beg'] = file_RUN_beg |
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| 276 | config['Files']['file_RUN_end'] = file_RUN_end |
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| 277 | config['Files']['file_DYN_beg'] = file_DYN_beg |
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| 278 | config['Files']['file_DYN_end'] = file_DYN_end |
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| 279 | |
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[6264] | 280 | echo ('\nOpening ATM SRF and ICO restart files') |
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| 281 | d_ATM_beg = xr.open_dataset ( os.path.join (TmpDir, file_ATM_beg), decode_times=False, decode_cf=True).squeeze() |
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| 282 | d_ATM_end = xr.open_dataset ( os.path.join (TmpDir, file_ATM_end), decode_times=False, decode_cf=True).squeeze() |
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| 283 | d_SRF_beg = xr.open_dataset ( os.path.join (TmpDir, file_SRF_beg), decode_times=False, decode_cf=True).squeeze() |
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| 284 | d_SRF_end = xr.open_dataset ( os.path.join (TmpDir, file_SRF_end), decode_times=False, decode_cf=True).squeeze() |
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| 285 | d_DYN_beg = xr.open_dataset ( os.path.join (TmpDir, file_DYN_beg), decode_times=False, decode_cf=True).squeeze() |
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| 286 | d_DYN_end = xr.open_dataset ( os.path.join (TmpDir, file_DYN_end), decode_times=False, decode_cf=True).squeeze() |
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| 287 | |
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| 288 | for var in d_SRF_beg.variables : |
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| 289 | d_SRF_beg[var] = d_SRF_beg[var].where ( d_SRF_beg[var]<1.e20, 0.) |
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| 290 | d_SRF_end[var] = d_SRF_end[var].where ( d_SRF_end[var]<1.e20, 0.) |
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| 291 | |
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| 292 | if ICO : |
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| 293 | d_RUN_beg = xr.open_dataset ( os.path.join (TmpDir, file_RUN_beg), decode_times=False, decode_cf=True).squeeze() |
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| 294 | d_RUN_end = xr.open_dataset ( os.path.join (TmpDir, file_RUN_end), decode_times=False, decode_cf=True).squeeze() |
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| 295 | |
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| 296 | echo ( file_ATM_beg ) |
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| 297 | echo ( file_ATM_end ) |
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| 298 | echo ( file_DYN_beg ) |
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| 299 | echo ( file_DYN_end ) |
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| 300 | echo ( file_SRF_beg ) |
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| 301 | echo ( file_SRF_end ) |
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| 302 | if Routing == 'SIMPLE' : |
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| 303 | echo ( file_RUN_beg ) |
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| 304 | echo ( file_RUN_end ) |
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| 305 | |
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[6271] | 306 | def ATM_stock_int (stock) : |
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| 307 | '''Integrate stock on atmosphere grid''' |
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| 308 | ATM_stock_int = np.sum ( np.sort ( (stock * DYN_aire).to_masked_array().ravel()) ) |
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| 309 | return ATM_stock_int |
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| 310 | |
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| 311 | def ATM_flux_int (flux) : |
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| 312 | '''Integrate flux on atmosphere grid''' |
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| 313 | ATM_stock_int = np.sum ( np.sort ( (flux * dtime_per_sec * ATM_aire).to_masked_array().ravel()) ) |
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| 314 | return ATM_stock_int |
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| 315 | |
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| 316 | def ONE_stock_int (stock) : |
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| 317 | '''Sum stock ''' |
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| 318 | ONE_stock_int = np.sum ( np.sort ( (stock).to_masked_array().ravel()) ) |
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| 319 | return ONE_stock_int |
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| 320 | |
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| 321 | def ONE_flux_int (flux) : |
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| 322 | '''Sum flux ''' |
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| 323 | ONE_flux_int = np.sum ( np.sort ( (flux * dtime_per_sec ).to_masked_array().ravel()) ) |
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| 324 | return ONE_flux_int |
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| 325 | |
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[6264] | 326 | # ATM grid with cell surfaces |
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[6271] | 327 | if ICO : |
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| 328 | jpja, jpia = d_ATM_his['aire'][0].shape |
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| 329 | file_ATM_aire = os.path.join ( R_IN, 'ATM', 'GRID', f'aire_{ATM}_to_{jpia}x{jpja}.nc' ) |
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| 330 | config['Files']['file_ATM_aire'] = file_ATM_aire |
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| 331 | echo ('Aire sur grille reguliere :', file_ATM_aire) |
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| 332 | d_ATM_aire = xr.open_dataset ( file_ATM_aire, decode_times=False ).squeeze() |
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| 333 | ATM_aire = lmdz.geo2point ( d_ATM_aire ['aire'].squeeze(), cumulPoles=True ) |
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| 334 | ATM_fsea = lmdz.geo2point ( d_ATM_his ['fract_oce'][0] + d_ATM_his ['fract_sic'][0] ) |
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| 335 | ATM_flnd = lmdz.geo2point ( d_ATM_his ['fract_ter'][0] + d_ATM_his ['fract_lic'][0] ) |
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| 336 | SRF_aire = lmdz.geo2point ( d_SRF_his ['Areas'] * d_SRF_his ['Contfrac'] ) |
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| 337 | |
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[6264] | 338 | if LMDZ : |
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[6271] | 339 | ATM_aire = lmdz.geo2point ( d_ATM_his ['aire'][0], cumulPoles=True ) |
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| 340 | ATM_fsea = lmdz.geo2point ( d_ATM_his ['fract_oce'][0] + d_ATM_his ['fract_sic'][0] ) |
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| 341 | ATM_flnd = lmdz.geo2point ( d_ATM_his ['fract_ter'][0] ) |
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| 342 | SRF_aire = lmdz.geo2point ( d_SRF_his['Areas'] * d_SRF_his['Contfrac'] ) |
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[6264] | 343 | |
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[6271] | 344 | SRF_aire = SRF_aire.where ( SRF_aire < 1E15, 0.) |
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| 345 | |
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[6264] | 346 | if ICO : |
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[6271] | 347 | # Area on icosahedron grid |
---|
[6264] | 348 | file_DYN_aire = os.path.join ( R_IN, 'ATM', 'GRID', ATM+'_grid.nc' ) |
---|
| 349 | d_DYN_aire = xr.open_dataset ( file_DYN_aire, decode_times=False).squeeze() |
---|
[6271] | 350 | d_DYN_aire = d_DYN_aire.rename ( {'cell':'cell_mesh'} ) |
---|
[6264] | 351 | DYN_aire = d_DYN_aire['aire'] |
---|
[6271] | 352 | |
---|
| 353 | DYN_fsea = d_DYN_aire ['fract_oce'] + d_DYN_aire ['fract_sic'] |
---|
| 354 | DYN_flnd = 1.0 - DYN_fsea |
---|
| 355 | |
---|
[6264] | 356 | if LMDZ : |
---|
| 357 | DYN_aire = ATM_aire |
---|
[6271] | 358 | DYN_fsea = ATM_fsea |
---|
| 359 | DYN_flnd = ATM_flnd |
---|
[6264] | 360 | |
---|
| 361 | #if LMDZ : |
---|
| 362 | # d_ATM_beg = d_ATM_beg.assign ( coords={'lon':d_ATM_beg.lon*180./np.pi} ) |
---|
| 363 | |
---|
[6271] | 364 | ATM_aire_sea = ATM_aire * ATM_fsea |
---|
| 365 | ATM_aire_sea_tot = ONE_stock_int ( ATM_aire_sea ) |
---|
[6264] | 366 | |
---|
[6271] | 367 | ATM_aire_tot = ONE_stock_int (ATM_aire) |
---|
| 368 | ATM_aire_sea_tot = ONE_stock_int (ATM_aire*ATM_fsea) |
---|
| 369 | |
---|
| 370 | |
---|
| 371 | echo ( 'Aire atmosphere/4pi R^2 : {:12.5f}'.format(ATM_aire_tot/(Ra*Ra*4*np.pi) ) ) |
---|
| 372 | |
---|
| 373 | if ( np.abs (ATM_aire_tot/(Ra*Ra*4*np.pi) - 1.0) > 0.01 ) : |
---|
| 374 | raise Exception ('Erreur surface interpolee sur grille reguliere') |
---|
| 375 | |
---|
[6264] | 376 | echo ( '\n------------------------------------------------------------------------------------' ) |
---|
[6271] | 377 | echo ( '-- ATM changes in stores ' ) |
---|
[6264] | 378 | |
---|
| 379 | #-- Change in precipitable water from the atmosphere daily and monthly files |
---|
| 380 | #-- Compute sum weighted by gridcell area (kg/m2) then convert to Sv |
---|
| 381 | |
---|
| 382 | # ATM vertical grid |
---|
| 383 | ATM_Ahyb = d_ATM_his['Ahyb'].squeeze() |
---|
| 384 | ATM_Bhyb = d_ATM_his['Bhyb'].squeeze() |
---|
| 385 | |
---|
| 386 | # Surface pressure |
---|
| 387 | if ICO : |
---|
[6271] | 388 | DYN_ps_beg = d_DYN_beg['ps'] |
---|
| 389 | DYN_ps_end = d_DYN_end['ps'] |
---|
[6264] | 390 | |
---|
| 391 | if LMDZ : |
---|
[6271] | 392 | DYN_ps_beg = lmdz.geo2point ( d_DYN_beg['ps'].isel(rlonv=slice(0,-1)) ) |
---|
| 393 | DYN_ps_end = lmdz.geo2point ( d_DYN_end['ps'].isel(rlonv=slice(0,-1)) ) |
---|
[6264] | 394 | |
---|
| 395 | # 3D Pressure |
---|
[6271] | 396 | DYN_p_beg = ATM_Ahyb + ATM_Bhyb * DYN_ps_beg |
---|
| 397 | DYN_p_end = ATM_Ahyb + ATM_Bhyb * DYN_ps_end |
---|
[6264] | 398 | |
---|
[6271] | 399 | if ICO : klevp1, cell_mesh = DYN_p_beg.shape |
---|
| 400 | if LMDZ : klevp1, points_physiques = DYN_p_beg.shape |
---|
| 401 | klev = klevp1 - 1 |
---|
| 402 | |
---|
[6264] | 403 | # Layer thickness |
---|
[6271] | 404 | if ICO : |
---|
| 405 | DYN_dsigma_beg = xr.DataArray ( np.empty( (klev, cell_mesh )), dims=('sigs', 'cell_mesh' ), coords=(np.arange(klev), np.arange(cell_mesh) ) ) |
---|
| 406 | DYN_dsigma_end = xr.DataArray ( np.empty( (klev, cell_mesh )), dims=('sigs', 'cell_mesh' ), coords=(np.arange(klev), np.arange(cell_mesh) ) ) |
---|
| 407 | if LMDZ : |
---|
| 408 | DYN_dsigma_beg = xr.DataArray ( np.empty( (klev, points_physiques)), dims=('sigs', 'points_physiques'), coords=(np.arange(klev), np.arange(points_physiques) ) ) |
---|
| 409 | DYN_dsigma_end = xr.DataArray ( np.empty( (klev, points_physiques)), dims=('sigs', 'points_physiques'), coords=(np.arange(klev), np.arange(points_physiques) ) ) |
---|
[6264] | 410 | |
---|
| 411 | for k in np.arange (klevp1-1) : |
---|
[6271] | 412 | DYN_dsigma_beg[k,:] = DYN_p_beg[k,:] - DYN_p_beg[k+1,:] |
---|
| 413 | DYN_dsigma_end[k,:] = DYN_p_end[k,:] - DYN_p_end[k+1,:] |
---|
[6264] | 414 | |
---|
| 415 | ##-- Vertical and horizontal integral, and sum of liquid, solid and vapor water phases |
---|
| 416 | if LMDZ : |
---|
| 417 | try : |
---|
[6271] | 418 | DYN_wat_beg = lmdz.geo3point ( (d_DYN_beg['H2Ov'] + d_DYN_beg['H2Ol'] + d_DYN_beg['H2Oi'] ).isel(rlonv=slice(0,-1) ) ) |
---|
| 419 | DYN_wat_end = lmdz.geo3point ( (d_DYN_end['H2Ov'] + d_DYN_end['H2Ol'] + d_DYN_end['H2Oi'] ).isel(rlonv=slice(0,-1) ) ) |
---|
[6264] | 420 | except : |
---|
[6271] | 421 | 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) ) ) |
---|
| 422 | 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) ) ) |
---|
[6264] | 423 | if ICO : |
---|
[6271] | 424 | try : |
---|
| 425 | DYN_wat_beg = (d_DYN_beg['H2O_g'] + d_DYN_beg['H2O_l'] + d_DYN_beg['H2O_s']).rename ( {'lev':'sigs'} ) |
---|
| 426 | DYN_wat_end = (d_DYN_end['H2O_g'] + d_DYN_end['H2O_l'] + d_DYN_end['H2O_s']).rename ( {'lev':'sigs'} ) |
---|
| 427 | except : |
---|
| 428 | 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'} ) |
---|
| 429 | 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'} ) |
---|
[6264] | 430 | |
---|
[6271] | 431 | # Integral |
---|
| 432 | DYN_mas_wat_beg = ATM_stock_int (DYN_dsigma_beg * DYN_wat_beg) / Grav |
---|
| 433 | DYN_mas_wat_end = ATM_stock_int (DYN_dsigma_end * DYN_wat_end) / Grav |
---|
[6264] | 434 | |
---|
[6271] | 435 | dDYN_mas_wat = DYN_mas_wat_end - DYN_mas_wat_beg |
---|
[6264] | 436 | |
---|
[6271] | 437 | echo ( '\nVariation du contenu en eau atmosphere (dynamique) ' ) |
---|
| 438 | echo ( 'DYN_mas_beg = {:12.6e} kg | DYN_mas_end = {:12.6e} kg'.format (DYN_mas_wat_beg, DYN_mas_wat_end) ) |
---|
| 439 | echo ( 'dMass (atm) = {:12.3e} kg '.format (dDYN_mas_wat) ) |
---|
| 440 | echo ( 'dMass (atm) = {:12.3e} Sv '.format (dDYN_mas_wat/dtime_sec*1.e-6/ATM_rho) ) |
---|
| 441 | echo ( 'dMass (atm) = {:12.3e} m '.format (dDYN_mas_wat/ATM_aire_sea_tot/ATM_rho) ) |
---|
[6264] | 442 | |
---|
| 443 | 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'] |
---|
| 444 | 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'] |
---|
[6271] | 445 | |
---|
| 446 | 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'] |
---|
| 447 | 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'] |
---|
| 448 | |
---|
| 449 | ATM_qsol_beg = d_ATM_beg['QSOL'] |
---|
| 450 | ATM_qsol_end = d_ATM_end['QSOL'] |
---|
| 451 | |
---|
| 452 | ATM_qs01_beg = d_ATM_beg['QS01'] * d_ATM_beg['FTER'] |
---|
| 453 | ATM_qs01_end = d_ATM_end['QS01'] * d_ATM_end['FTER'] |
---|
| 454 | ATM_qs02_beg = d_ATM_beg['QS02'] * d_ATM_beg['FLIC'] |
---|
| 455 | ATM_qs02_end = d_ATM_end['QS02'] * d_ATM_end['FLIC'] |
---|
| 456 | ATM_qs03_beg = d_ATM_beg['QS03'] * d_ATM_beg['FOCE'] |
---|
| 457 | ATM_qs03_end = d_ATM_end['QS03'] * d_ATM_end['FOCE'] |
---|
| 458 | ATM_qs04_beg = d_ATM_beg['QS04'] * d_ATM_beg['FSIC'] |
---|
| 459 | ATM_qs04_end = d_ATM_end['QS04'] * d_ATM_end['FSIC'] |
---|
| 460 | |
---|
[6264] | 461 | if ICO : |
---|
[6271] | 462 | ATM_sno_beg = ATM_sno_beg .rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 463 | ATM_sno_end = ATM_sno_end .rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 464 | ATM_qs_beg = ATM_qs_beg .rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 465 | ATM_qs_end = ATM_qs_end .rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 466 | ATM_qsol_beg = ATM_qsol_beg.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 467 | ATM_qsol_end = ATM_qsol_end.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 468 | ATM_qs01_beg = ATM_qs01_beg.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 469 | ATM_qs01_end = ATM_qs01_end.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 470 | ATM_qs02_beg = ATM_qs02_beg.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 471 | ATM_qs02_end = ATM_qs02_end.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 472 | ATM_qs03_beg = ATM_qs03_beg.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 473 | ATM_qs03_end = ATM_qs03_end.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 474 | ATM_qs04_beg = ATM_qs04_beg.rename ( {'points_physiques':'cell_mesh'} ) |
---|
| 475 | ATM_qs04_end = ATM_qs04_end.rename ( {'points_physiques':'cell_mesh'} ) |
---|
[6264] | 476 | |
---|
[6271] | 477 | ATM_mas_sno_beg = ATM_stock_int ( ATM_sno_beg ) |
---|
| 478 | ATM_mas_sno_end = ATM_stock_int ( ATM_sno_end ) |
---|
| 479 | ATM_mas_qs_beg = ATM_stock_int ( ATM_qs_beg ) |
---|
| 480 | ATM_mas_qs_end = ATM_stock_int ( ATM_qs_end ) |
---|
| 481 | ATM_mas_qsol_beg = ATM_stock_int ( ATM_qsol_beg ) |
---|
| 482 | ATM_mas_qsol_end = ATM_stock_int ( ATM_qsol_end ) |
---|
| 483 | ATM_mas_qs01_beg = ATM_stock_int ( ATM_qs01_beg ) |
---|
| 484 | ATM_mas_qs01_end = ATM_stock_int ( ATM_qs01_end ) |
---|
| 485 | ATM_mas_qs02_beg = ATM_stock_int ( ATM_qs02_beg ) |
---|
| 486 | ATM_mas_qs02_end = ATM_stock_int ( ATM_qs02_end ) |
---|
| 487 | ATM_mas_qs03_beg = ATM_stock_int ( ATM_qs03_beg ) |
---|
| 488 | ATM_mas_qs03_end = ATM_stock_int ( ATM_qs03_end ) |
---|
| 489 | ATM_mas_qs04_beg = ATM_stock_int ( ATM_qs04_beg ) |
---|
| 490 | ATM_mas_qs04_end = ATM_stock_int ( ATM_qs04_end ) |
---|
[6264] | 491 | |
---|
[6271] | 492 | dATM_mas_sno = ATM_mas_sno_end - ATM_mas_sno_beg |
---|
| 493 | dATM_mas_qs = ATM_mas_qs_end - ATM_mas_qs_beg |
---|
| 494 | dATM_mas_qsol = ATM_mas_qsol_end - ATM_mas_qsol_beg |
---|
[6264] | 495 | |
---|
[6271] | 496 | dATM_mas_qs01 = ATM_mas_qs01_end - ATM_mas_qs01_beg |
---|
| 497 | dATM_mas_qs02 = ATM_mas_qs02_end - ATM_mas_qs02_beg |
---|
| 498 | dATM_mas_qs03 = ATM_mas_qs03_end - ATM_mas_qs03_beg |
---|
| 499 | dATM_mas_qs04 = ATM_mas_qs04_end - ATM_mas_qs04_beg |
---|
[6264] | 500 | |
---|
[6271] | 501 | echo ( '\nVariation du contenu en neige atmosphere (calottes)' ) |
---|
| 502 | echo ( 'ATM_mas_sno_beg = {:12.6e} kg | ATM_mas_sno_end = {:12.6e} kg'.format (ATM_mas_sno_beg, ATM_mas_sno_end) ) |
---|
| 503 | echo ( 'dMass (neige atm) = {:12.3e} kg '.format (dATM_mas_sno ) ) |
---|
| 504 | echo ( 'dMass (neige atm) = {:12.3e} Sv '.format (dATM_mas_sno/dtime_sec*1e-6/ICE_rho_ice) ) |
---|
| 505 | echo ( 'dMass (neige atm) = {:12.3e} m '.format (dATM_mas_sno/ATM_aire_sea_tot/ATM_rho) ) |
---|
| 506 | |
---|
| 507 | echo ( '\nVariation du contenu humidite du sol' ) |
---|
| 508 | echo ( 'ATM_mas_qs_beg = {:12.6e} kg | ATM_mas_qs_end = {:12.6e} kg'.format (ATM_mas_qs_beg, ATM_mas_qs_end) ) |
---|
| 509 | echo ( 'dMass (neige atm) = {:12.3e} kg '.format (dATM_mas_qs ) ) |
---|
| 510 | echo ( 'dMass (neige atm) = {:12.3e} Sv '.format (dATM_mas_qs/dtime_sec*1e-6/ATM_rho) ) |
---|
| 511 | echo ( 'dMass (neige atm) = {:12.3e} m '.format (dATM_mas_qs/ATM_aire_sea_tot/ATM_rho) ) |
---|
| 512 | |
---|
[6264] | 513 | echo ( '\nVariation du contenu en eau+neige atmosphere ' ) |
---|
[6271] | 514 | echo ( 'dMass (eau + neige atm) = {:12.3e} kg '.format ( dDYN_mas_wat + dATM_mas_sno) ) |
---|
| 515 | echo ( 'dMass (eau + neige atm) = {:12.3e} Sv '.format ( (dDYN_mas_wat + dATM_mas_sno)/dtime_sec*1E-6/ATM_rho) ) |
---|
| 516 | echo ( 'dMass (eau + neige atm) = {:12.3e} m '.format ( (dDYN_mas_wat + dATM_mas_sno)/ATM_aire_sea_tot/ATM_rho) ) |
---|
[6264] | 517 | |
---|
| 518 | echo ( '\n------------------------------------------------------------------------------------' ) |
---|
[6271] | 519 | echo ( '-- SRF changes ' ) |
---|
[6264] | 520 | |
---|
[6271] | 521 | # dSoilHum_in_Sv=`cdo outputf,%12.8g,8 -divc,1.e9 -divc,${day2sec} -fldsum -mul -timavg -expr,'toto=(maxvegetfrac*DelSoilMoist_daily)*Contfrac' ${file} -gridarea ${file}` |
---|
| 522 | # dInterce_in_Sv=`cdo outputf,%12.8g,8 -divc,1.e9 -divc,${day2sec} -fldsum -mul -timavg -expr,'toto=DelIntercept_daily*Contfrac' ${file} -gridarea ${file}` |
---|
| 523 | # dSWE_in_Sv=`cdo outputf,%12.8g,8 -divc,1.e9 -divc,${day2sec} -fldsum -mul -timavg -expr,'toto=DelSWE_daily*Contfrac' ${file} -gridarea ${file}` |
---|
| 524 | # dStream_in_Sv=`cdo outputf,%12.8g,8 -divc,1.e9 -divc,${day2sec} -fldsum -mul -timavg -expr,'toto=delstreamr_daily*Contfrac' ${file} -gridarea ${file}` |
---|
| 525 | # dFastR_in_Sv=`cdo outputf,%12.8g,8 -divc,1.e9 -divc,${day2sec} -fldsum -mul -timavg -expr,'toto=delfastr_daily*Contfrac' ${file} -gridarea ${file}` |
---|
| 526 | # dSlowR_in_Sv=`cdo outputf,%12.8g,8 -divc,1.e9 -divc,${day2sec} -fldsum -mul -timavg -expr,'toto=delslowr_daily*Contfrac' ${file} -gridarea ${file}` |
---|
| 527 | # dFlood_in_Sv=`cdo outputf,%12.8g,8 -divc,1.e9 -divc,${day2sec} -fldsum -mul -timavg -expr,'toto=delfloodr_daily*Contfrac' ${file} -gridarea ${file}` |
---|
| 528 | # dPond_in_Sv=`cdo outputf,%12.8g,8 -divc,1.e9 -divc,${day2sec} -fldsum -mul -timavg -expr,'toto=delpondr_daily*Contfrac' ${file} -gridarea ${file}` |
---|
| 529 | # dLake_in_Sv=`cdo outputf,%12.8g,8 -divc,1.e9 -divc,${day2sec} -fldsum -mul -timavg -expr,'toto=dellakevol_daily*Contfrac' ${file} -gridarea ${file}` |
---|
| 530 | #echo 'dSTOCK (Sv) Soil Intercept SWE Stream FastR SlowR Lake Pond Flood=' $dSoilHum_in_Sv, $dInterce_in_Sv, $dSWE_in_Sv, $dStream_in_Sv, $dFastR_in_Sv, $dSlowR_in_Sv, $dLake_in_Sv, $dPond_in_Sv, $dFlood_in_Sv >> ${fileout} |
---|
| 531 | #dSRF_tot=`python -c "print $dSoilHum_in_Sv+$dInterce_in_Sv+$dSWE_in_Sv+$dStream_in_Sv+$dFastR_in_Sv+$dSlowR_in_Sv+$dLake_in_Sv+$dPond_in_Sv+$dFlood_in_Sv"` |
---|
| 532 | #echo 'dSTOCK (Sv) total='${dSRF_tot} >> ${fileout} |
---|
| 533 | |
---|
| 534 | |
---|
[6264] | 535 | if Routing == 'SIMPLE' : |
---|
[6271] | 536 | RUN_mas_wat_beg = ONE_stock_int ( d_RUN_beg ['fast_reservoir'] + d_RUN_beg ['slow_reservoir'] + d_RUN_beg ['stream_reservoir'] ) |
---|
| 537 | RUN_mas_wat_end = ONE_stock_int ( d_RUN_end ['fast_reservoir'] + d_RUN_end ['slow_reservoir'] + d_RUN_end ['stream_reservoir'] ) |
---|
[6264] | 538 | |
---|
| 539 | if Routing == 'ORCHIDEE' : |
---|
[6271] | 540 | RUN_mas_wat_beg = ONE_stock_int ( d_SRF_beg['fastres'] + d_SRF_beg['slowres'] + d_SRF_beg['streamres'] \ |
---|
| 541 | + d_SRF_beg['floodres'] + d_SRF_beg['lakeres'] + d_SRF_beg['pondres'] ) |
---|
| 542 | RUN_mas_wat_end = ONE_stock_int ( d_SRF_end['fastres'] + d_SRF_end['slowres'] + d_SRF_end['streamres'] \ |
---|
| 543 | + d_SRF_end['floodres'] + d_SRF_end['lakeres'] + d_SRF_end['pondres'] ) |
---|
[6264] | 544 | |
---|
| 545 | dRUN_mas_wat = RUN_mas_wat_end - RUN_mas_wat_beg |
---|
| 546 | |
---|
| 547 | echo ( '\nWater content in routing ' ) |
---|
[6271] | 548 | echo ( 'RUN_mas_wat_beg = {:12.6e} kg | RUN_mas_wat_end = {:12.6e} kg '.format (RUN_mas_wat_end, RUN_mas_wat_end) ) |
---|
| 549 | echo ( 'dMass (routing) = {:12.3e} kg '.format(dRUN_mas_wat) ) |
---|
| 550 | echo ( 'dMass (routing) = {:12.3e} Sv '.format(dRUN_mas_wat/dtime_sec*1E-9) ) |
---|
| 551 | echo ( 'dMass (routing) = {:12.3e} m '.format(dRUN_mas_wat/ATM_aire_sea_tot*1E-3) ) |
---|
| 552 | |
---|
| 553 | print ('Reading SRF restart') |
---|
| 554 | tot_watveg_beg = d_SRF_beg['tot_watveg_beg'] ; tot_watveg_beg = tot_watveg_beg .where (tot_watveg_beg < 1E10, 0.) |
---|
| 555 | tot_watsoil_beg = d_SRF_beg['tot_watsoil_beg'] ; tot_watsoil_beg = tot_watsoil_beg.where (tot_watsoil_beg< 1E10, 0.) |
---|
| 556 | snow_beg = d_SRF_beg['snow_beg'] ; snow_beg = snow_beg .where (snow_beg < 1E10, 0.) |
---|
| 557 | |
---|
| 558 | tot_watveg_end = d_SRF_end['tot_watveg_beg'] ; tot_watveg_end = tot_watveg_end .where (tot_watveg_end < 1E10, 0.) |
---|
| 559 | tot_watsoil_end = d_SRF_end['tot_watsoil_beg'] ; tot_watsoil_end = tot_watsoil_end.where (tot_watsoil_end< 1E10, 0.) |
---|
| 560 | snow_end = d_SRF_end['snow_beg'] ; snow_end = snow_end .where (snow_end < 1E10, 0.) |
---|
| 561 | |
---|
| 562 | if LMDZ : |
---|
| 563 | tot_watveg_beg = lmdz.geo2point (tot_watveg_beg) |
---|
| 564 | tot_watsoil_beg = lmdz.geo2point (tot_watsoil_beg) |
---|
| 565 | snow_beg = lmdz.geo2point (snow_beg) |
---|
| 566 | tot_watveg_end = lmdz.geo2point (tot_watveg_end) |
---|
| 567 | tot_watsoil_end = lmdz.geo2point (tot_watsoil_end) |
---|
| 568 | snow_end = lmdz.geo2point (snow_end) |
---|
| 569 | |
---|
| 570 | # Stock dSoilHum dInterce dSWE dStream dFastR dSlowR dLake dPond dFlood |
---|
| 571 | |
---|
| 572 | SRF_wat_beg = tot_watveg_beg + tot_watsoil_beg + snow_beg |
---|
| 573 | SRF_wat_end = tot_watveg_end + tot_watsoil_end + snow_end |
---|
[6264] | 574 | |
---|
[6271] | 575 | if ICO : |
---|
| 576 | tot_watveg_beg = tot_watveg_beg .rename ( {'y':'cell_mesh'} ) |
---|
| 577 | tot_watsoil_beg = tot_watsoil_beg.rename ( {'y':'cell_mesh'} ) |
---|
| 578 | snow_beg = snow_beg .rename ( {'y':'cell_mesh'} ) |
---|
| 579 | tot_watveg_end = tot_watveg_end .rename ( {'y':'cell_mesh'} ) |
---|
| 580 | tot_watsoil_end = tot_watsoil_end.rename ( {'y':'cell_mesh'} ) |
---|
| 581 | snow_end = snow_end .rename ( {'y':'cell_mesh'} ) |
---|
| 582 | SRF_wat_beg = SRF_wat_beg .rename ( {'y':'cell_mesh'} ) |
---|
| 583 | SRF_wat_end = SRF_wat_end .rename ( {'y':'cell_mesh'} ) |
---|
[6264] | 584 | |
---|
[6271] | 585 | print ('Computing integrals') |
---|
[6264] | 586 | |
---|
[6271] | 587 | print ( ' 1/6', end='' ) ; sys.stdout.flush () |
---|
| 588 | SRF_mas_watveg_beg = ATM_stock_int ( tot_watveg_beg ) |
---|
| 589 | print ( ' 2/6', end='' ) ; sys.stdout.flush () |
---|
| 590 | SRF_mas_watsoil_beg = ATM_stock_int ( tot_watsoil_beg ) |
---|
| 591 | print ( ' 3/6', end='' ) ; sys.stdout.flush () |
---|
| 592 | SRF_mas_snow_beg = ATM_stock_int ( snow_beg ) |
---|
| 593 | print ( ' 4/6', end='' ) ; sys.stdout.flush () |
---|
| 594 | SRF_mas_watveg_end = ATM_stock_int ( tot_watveg_end ) |
---|
| 595 | print ( ' 5/6', end='' ) ; sys.stdout.flush () |
---|
| 596 | SRF_mas_watsoil_end = ATM_stock_int ( tot_watsoil_end ) |
---|
| 597 | print ( ' 6/6', end='' ) ; sys.stdout.flush () |
---|
| 598 | SRF_mas_snow_end = ATM_stock_int ( snow_end ) |
---|
| 599 | print (' -- ') ; sys.stdout.flush () |
---|
[6264] | 600 | |
---|
[6271] | 601 | dSRF_mas_watveg = SRF_mas_watveg_end - SRF_mas_watveg_beg |
---|
| 602 | dSRF_mas_watsoil = SRF_mas_watsoil_end - SRF_mas_watsoil_beg |
---|
| 603 | dSRF_mas_snow = SRF_mas_snow_end - SRF_mas_snow_beg |
---|
| 604 | |
---|
| 605 | echo ('\nLes differents reservoirs') |
---|
| 606 | echo ( 'SRF_mas_watveg_beg = {:12.6e} kg | SRF_mas_watveg_end = {:12.6e} kg '.format (SRF_mas_watveg_beg , SRF_mas_watveg_end ) ) |
---|
| 607 | echo ( 'SRF_mas_watsoil_beg = {:12.6e} kg | SRF_mas_watsoil_end = {:12.6e} kg '.format (SRF_mas_watsoil_beg , SRF_mas_watsoil_end ) ) |
---|
| 608 | echo ( 'SRF_mas_snow_beg = {:12.6e} kg | SRF_mas_snow_end = {:12.6e} kg '.format (SRF_mas_snow_beg , SRF_mas_snow_end ) ) |
---|
| 609 | |
---|
| 610 | 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 /ATM_aire_sea_tot*1E-3) ) |
---|
| 611 | 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 /ATM_aire_sea_tot*1E-3) ) |
---|
| 612 | 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 /ATM_aire_sea_tot*1E-3) ) |
---|
| 613 | |
---|
| 614 | SRF_mas_wat_beg = SRF_mas_watveg_beg + SRF_mas_watsoil_beg + SRF_mas_snow_beg |
---|
| 615 | SRF_mas_wat_end = SRF_mas_watveg_end + SRF_mas_watsoil_end + SRF_mas_snow_end |
---|
[6264] | 616 | dSRF_mas_wat = SRF_mas_wat_end - SRF_mas_wat_beg |
---|
| 617 | |
---|
[6271] | 618 | echo ( '\nWater content in surface ' ) |
---|
| 619 | echo ( 'SRF_mas_wat_beg = {:12.6e} kg | SRF_mas_wat_end = {:12.6e} kg '.format (SRF_mas_wat_beg, SRF_mas_wat_end) ) |
---|
| 620 | echo ( 'dMass (water srf) = {:12.3e} kg '.format (dSRF_mas_wat) ) |
---|
| 621 | echo ( 'dMass (water srf) = {:12.3e} Sv '.format (dSRF_mas_wat/dtime_sec*1E-6/ATM_rho) ) |
---|
| 622 | echo ( 'dMass (water srf) = {:12.3e} m '.format (dSRF_mas_wat/ATM_aire_sea_tot/ATM_rho) ) |
---|
[6264] | 623 | |
---|
| 624 | echo ( '\nWater content in ATM + SRF + RUN ' ) |
---|
[6271] | 625 | echo ( 'mas_wat_beg = {:12.6e} kg | mas_wat_end = {:12.6e} kg '. |
---|
| 626 | format (DYN_mas_wat_beg + ATM_mas_sno_beg + RUN_mas_wat_beg + SRF_mas_wat_beg, |
---|
| 627 | DYN_mas_wat_end + ATM_mas_sno_end + RUN_mas_wat_end + SRF_mas_wat_end) ) |
---|
| 628 | echo ( 'dMass (water atm+srf+run) = {:12.6e} kg '.format ( dDYN_mas_wat + dATM_mas_sno + dRUN_mas_wat + dSRF_mas_wat) ) |
---|
| 629 | 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) ) |
---|
| 630 | 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) ) |
---|
[6264] | 631 | |
---|
[6271] | 632 | echo ( '\n------------------------------------------------------------------------------------' ) |
---|
| 633 | echo ( '-- ATM Fluxes ' ) |
---|
[6264] | 634 | |
---|
[6271] | 635 | ATM_wbilo_oce = lmdz.geo2point ( d_ATM_his ['wbilo_oce'] ) |
---|
| 636 | ATM_wbilo_sic = lmdz.geo2point ( d_ATM_his ['wbilo_sic'] ) |
---|
| 637 | ATM_wbilo_ter = lmdz.geo2point ( d_ATM_his ['wbilo_ter'] ) |
---|
| 638 | ATM_wbilo_lic = lmdz.geo2point ( d_ATM_his ['wbilo_lic'] ) |
---|
| 639 | ATM_runofflic = lmdz.geo2point ( d_ATM_his ['runofflic'] ) |
---|
| 640 | ATM_fqcalving = lmdz.geo2point ( d_ATM_his ['fqcalving'] ) |
---|
| 641 | ATM_fqfonte = lmdz.geo2point ( d_ATM_his ['fqfonte'] ) |
---|
| 642 | ATM_precip = lmdz.geo2point ( d_ATM_his ['precip'] ) |
---|
| 643 | ATM_snowf = lmdz.geo2point ( d_ATM_his ['snow'] ) |
---|
| 644 | ATM_evap = lmdz.geo2point ( d_ATM_his ['evap'] ) |
---|
| 645 | ATM_bilo = ATM_wbilo_oce + ATM_wbilo_ter + ATM_wbilo_lic + ATM_wbilo_sic |
---|
[6264] | 646 | |
---|
[6271] | 647 | RUN_coastalflow = lmdz.geo2point ( d_RUN_his ['coastalflow'] ) |
---|
| 648 | RUN_riverflow = lmdz.geo2point ( d_RUN_his ['riverflow'] ) |
---|
| 649 | RUN_runoff = lmdz.geo2point ( d_RUN_his ['runoff'] ) |
---|
| 650 | RUN_drainage = lmdz.geo2point ( d_RUN_his ['drainage'] ) |
---|
| 651 | RUN_riversret = lmdz.geo2point ( d_RUN_his ['riversret'] ) |
---|
[6264] | 652 | |
---|
[6271] | 653 | SRF_evap = lmdz.geo2point ( d_SRF_his ['evap'] ) |
---|
| 654 | SRF_snowf = lmdz.geo2point ( d_SRF_his ['snowf'] ) |
---|
| 655 | SRF_TWS = lmdz.geo2point ( d_SRF_his ['TWS'] ) |
---|
| 656 | SRF_subli = lmdz.geo2point ( d_SRF_his ['subli'] ) |
---|
| 657 | SRF_transpir = lmdz.geo2point ( np.sum(d_SRF_his ['transpir'], axis=1) ) ; SRF_transpir.attrs['units'] = d_SRF_his ['transpir'].attrs['units'] |
---|
| 658 | |
---|
| 659 | def mmd2SI ( Var) : |
---|
| 660 | '''Change unit from mm/d or m^3/s to kg/s if needed''' |
---|
| 661 | if 'units' in VarT.attrs : |
---|
| 662 | if VarT.attrs['units'] in ['m^3/s', 'm3/s', 'm3.s-3'] : |
---|
| 663 | VarT.values = VarT.values * ATM_rho ; VarT.attrs['units'] = 'kg/s' |
---|
| 664 | if VarT.attrs['units'] == 'mm/d' : |
---|
| 665 | VarT.values = VarT.values * ATM_rho * (1e-3/86400.) ; VarT.attrs['units'] = 'kg/s' |
---|
| 666 | |
---|
| 667 | for var in ['runoff', 'drainage', 'riversret', 'coastalflow', 'riverflow'] : |
---|
| 668 | VarT = locals()['RUN_' + var] |
---|
| 669 | mmd2SI (VarT) |
---|
| 670 | |
---|
| 671 | for var in ['evap', 'snowf', 'TWS', 'subli', 'transpir'] : |
---|
| 672 | VarT = locals()['SRF_' + var] |
---|
| 673 | mmd2SI (VarT) |
---|
| 674 | |
---|
| 675 | RUN_input = RUN_runoff + RUN_drainage |
---|
| 676 | RUN_output = RUN_coastalflow + RUN_riverflow |
---|
| 677 | |
---|
| 678 | ATM_wbilo_sea = ATM_wbilo_oce + ATM_wbilo_sic |
---|
| 679 | |
---|
| 680 | ATM_flx_oce = ATM_flux_int ( ATM_wbilo_oce ) |
---|
| 681 | ATM_flx_sic = ATM_flux_int ( ATM_wbilo_sic ) |
---|
| 682 | ATM_flx_sea = ATM_flux_int ( ATM_wbilo_sea ) |
---|
| 683 | ATM_flx_ter = ATM_flux_int ( ATM_wbilo_ter ) |
---|
| 684 | ATM_flx_lic = ATM_flux_int ( ATM_wbilo_lic ) |
---|
| 685 | ATM_flx_calving = ATM_flux_int ( ATM_fqcalving ) |
---|
| 686 | ATM_flx_qfonte = ATM_flux_int ( ATM_fqfonte ) |
---|
| 687 | ATM_flx_precip = ATM_flux_int ( ATM_precip ) |
---|
| 688 | ATM_flx_snowf = ATM_flux_int ( ATM_snowf ) |
---|
| 689 | ATM_flx_evap = ATM_flux_int ( ATM_evap ) |
---|
| 690 | ATM_flx_runlic = ATM_flux_int ( ATM_runofflic ) |
---|
| 691 | |
---|
| 692 | RUN_flx_coastal = ONE_flux_int ( RUN_coastalflow) |
---|
| 693 | RUN_flx_river = ONE_flux_int ( RUN_riverflow ) |
---|
| 694 | RUN_flx_drainage = ATM_flux_int ( RUN_drainage ) |
---|
| 695 | RUN_flx_riversret = ATM_flux_int ( RUN_riversret ) |
---|
| 696 | RUN_flx_runoff = ATM_flux_int ( RUN_runoff ) |
---|
| 697 | RUN_flx_input = ATM_flux_int ( RUN_input ) |
---|
| 698 | RUN_flx_output = ONE_flux_int ( RUN_output ) |
---|
| 699 | |
---|
| 700 | ATM_flx_emp = ATM_flx_evap - ATM_flx_precip |
---|
| 701 | ATM_flx_bilo = ATM_flx_oce + ATM_flx_sic + ATM_flx_ter + ATM_flx_lic |
---|
| 702 | RUN_flx_bil = RUN_flx_input - RUN_flx_output |
---|
| 703 | |
---|
| 704 | RUN_flx_rivcoa = RUN_flx_coastal + RUN_flx_river |
---|
| 705 | |
---|
| 706 | ATM_flx_bilo2 = ATM_flux_int (ATM_bilo) |
---|
| 707 | |
---|
| 708 | |
---|
| 709 | echo (' wbilo_oce {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( ATM_flx_oce , ATM_flx_oce / dtime_sec*1E-6/ATM_rho, ATM_flx_oce /ATM_aire_sea_tot/ATM_rho )) |
---|
| 710 | echo (' wbilo_sic {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( ATM_flx_sic , ATM_flx_sic / dtime_sec*1E-6/ATM_rho, ATM_flx_sic /ATM_aire_sea_tot/ATM_rho )) |
---|
| 711 | echo (' wbilo_sic+oce {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( ATM_flx_sea , ATM_flx_sea / dtime_sec*1E-6/ATM_rho, ATM_flx_sea /ATM_aire_sea_tot/ATM_rho )) |
---|
| 712 | echo (' wbilo_ter {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( ATM_flx_ter , ATM_flx_ter / dtime_sec*1E-6/ATM_rho, ATM_flx_ter /ATM_aire_sea_tot/ATM_rho )) |
---|
| 713 | echo (' wbilo_lic {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( ATM_flx_lic , ATM_flx_lic / dtime_sec*1E-6/ATM_rho, ATM_flx_lic /ATM_aire_sea_tot/ATM_rho )) |
---|
| 714 | echo (' Sum wbilo_* {:12.3e} (kg) | {:12.4e} (Sv) | {:12.4f} m '.format ( ATM_flx_bilo , ATM_flx_bilo / dtime_sec*1E-6/ATM_rho, ATM_flx_bilo /ATM_aire_sea_tot/ATM_rho )) |
---|
| 715 | echo (' E-P {:12.3e} (kg) | {:12.4e} (Sv) | {:12.4f} m '.format ( ATM_flx_emp , ATM_flx_emp / dtime_sec*1E-6/ATM_rho, ATM_flx_emp /ATM_aire_sea_tot/ATM_rho )) |
---|
| 716 | echo (' calving {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( ATM_flx_calving , ATM_flx_calving / dtime_sec*1E-6/ATM_rho, ATM_flx_calving /ATM_aire_sea_tot/ATM_rho )) |
---|
| 717 | echo (' fqfonte {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( ATM_flx_qfonte , ATM_flx_qfonte / dtime_sec*1E-6/ATM_rho, ATM_flx_qfonte /ATM_aire_sea_tot/ATM_rho )) |
---|
| 718 | echo (' precip {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( ATM_flx_precip , ATM_flx_precip / dtime_sec*1E-6/ATM_rho, ATM_flx_precip /ATM_aire_sea_tot/ATM_rho )) |
---|
| 719 | echo (' snowf {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( ATM_flx_snowf , ATM_flx_snowf / dtime_sec*1E-6/ATM_rho, ATM_flx_snowf /ATM_aire_sea_tot/ATM_rho )) |
---|
| 720 | echo (' evap {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( ATM_flx_evap , ATM_flx_evap / dtime_sec*1E-6/ATM_rho, ATM_flx_evap /ATM_aire_sea_tot/ATM_rho )) |
---|
| 721 | echo (' coastalflow {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( RUN_flx_coastal , RUN_flx_coastal / dtime_sec*1E-6/ATM_rho, RUN_flx_coastal /ATM_aire_sea_tot/ATM_rho )) |
---|
| 722 | echo (' riverflow {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( RUN_flx_river , RUN_flx_river / dtime_sec*1E-6/ATM_rho, RUN_flx_river /ATM_aire_sea_tot/ATM_rho )) |
---|
| 723 | echo (' river+coastal {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( RUN_flx_rivcoa , RUN_flx_rivcoa / dtime_sec*1E-6/ATM_rho, RUN_flx_rivcoa /ATM_aire_sea_tot/ATM_rho )) |
---|
| 724 | echo (' drainage {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( RUN_flx_drainage , RUN_flx_drainage / dtime_sec*1E-6/ATM_rho, RUN_flx_drainage /ATM_aire_sea_tot/ATM_rho )) |
---|
| 725 | echo (' riversret {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( RUN_flx_riversret, RUN_flx_riversret/ dtime_sec*1E-6/ATM_rho, RUN_flx_riversret/ATM_aire_sea_tot/ATM_rho )) |
---|
| 726 | echo (' runoff {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( RUN_flx_runoff , RUN_flx_runoff / dtime_sec*1E-6/ATM_rho, RUN_flx_runoff /ATM_aire_sea_tot/ATM_rho )) |
---|
| 727 | echo (' river in {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( RUN_flx_input , RUN_flx_input / dtime_sec*1E-6/ATM_rho, RUN_flx_input /ATM_aire_sea_tot/ATM_rho )) |
---|
| 728 | echo (' river out {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( RUN_flx_output , RUN_flx_output / dtime_sec*1E-6/ATM_rho, RUN_flx_output /ATM_aire_sea_tot/ATM_rho )) |
---|
| 729 | echo (' river bil {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( RUN_flx_bil , RUN_flx_bil / dtime_sec*1E-6/ATM_rho, RUN_flx_bil /ATM_aire_sea_tot/ATM_rho )) |
---|
| 730 | echo (' runoff lic {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( ATM_flx_runlic , ATM_flx_runlic / dtime_sec*1E-6/ATM_rho, ATM_flx_runlic /ATM_aire_sea_tot/ATM_rho )) |
---|
| 731 | |
---|
| 732 | ATM_flx_budget = -ATM_flx_sea + ATM_flx_calving + ATM_flx_runlic #+ ATM_flx_qfonte + RUN_flx_river |
---|
| 733 | echo ('\n Global {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( ATM_flx_budget , ATM_flx_budget / dtime_sec*1E-9, ATM_flx_budget /ATM_aire_sea_tot/ATM_rho )) |
---|
| 734 | |
---|
| 735 | #echo (' E-P-R {:12.3e} (kg) | {:12.4e} (Sv) | {:12.4f} m '.format ( ATM_flx_emp , ATM_flx_emp / dtime_sec*1E-6/ATM_rho, ATM_flx_emp /ATM_aire_sea_tot/ATM_rho )) |
---|
| 736 | |
---|
| 737 | |
---|
| 738 | echo ( '------------------------------------------------------------------------------------' ) |
---|
| 739 | echo ( '-- SECHIBA fluxes' ) |
---|
| 740 | |
---|
| 741 | |
---|
| 742 | SRF_flx_evap = ATM_flux_int ( SRF_evap ) |
---|
| 743 | SRF_flx_snowf = ATM_flux_int ( SRF_snowf ) |
---|
| 744 | SRF_flx_subli = ATM_flux_int ( SRF_subli ) |
---|
| 745 | SRF_flx_transpir = ATM_flux_int ( SRF_transpir ) |
---|
| 746 | |
---|
| 747 | echo (' evap {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( SRF_flx_evap , SRF_flx_evap / dtime_sec*1E-6/ATM_rho, SRF_flx_evap /ATM_aire_sea_tot/ATM_rho )) |
---|
| 748 | echo (' snowf {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( SRF_flx_snowf , SRF_flx_snowf / dtime_sec*1E-6/ATM_rho, SRF_flx_snowf /ATM_aire_sea_tot/ATM_rho )) |
---|
| 749 | echo (' subli {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( SRF_flx_subli , SRF_flx_subli / dtime_sec*1E-6/ATM_rho, SRF_flx_subli /ATM_aire_sea_tot/ATM_rho )) |
---|
| 750 | echo (' transpir {:12.3e} (kg) | {:12.4f} (Sv) | {:12.4f} m '.format ( SRF_flx_transpir , SRF_flx_transpir / dtime_sec*1E-6/ATM_rho, SRF_flx_transpir /ATM_aire_sea_tot/ATM_rho )) |
---|