source: TOOLS/WATER_BUDGET/ATM_waterbudget.py @ 6647

Last change on this file since 6647 was 6647, checked in by omamce, 9 months ago

O.M. :

New version of WATER_BUDGET

  • Conservation in NEMO are OK
  • Conservation in Sechiba are OK, for both ICO and latlon grids
  • Problems in atmosphere, LIC surface and ocean/atmosphere coherence
  • Property svn:executable set to *
  • Property svn:keywords set to Date Revision HeadURL Author
File size: 83.1 KB
Line 
1#!/usr/bin/env python3
2###
3### Script to check water conservation in the IPSL coupled model
4###
5##  Warning, to install, configure, run, use any of included software or
6##  to read the associated documentation you'll need at least one (1)
7##  brain in a reasonably working order. Lack of this implement will
8##  void any warranties (either express or implied).  Authors assumes
9##  no responsability for errors, omissions, data loss, or any other
10##  consequences caused directly or indirectly by the usage of his
11##  software by incorrectly or partially configured personal
12##
13##
14# SVN Information
15SVN = {
16    'Author'  : "$Author$",
17    'Date'    : "$Date$",
18    'Revision': "$Revision$",
19    'Id'      : "$Id: ATM_waterbudget.py 6508 2023-06-13 10:58:38Z omamce $",
20    'HeadURL' : "$HeadUrl: svn+ssh://omamce@forge.ipsl.jussieu.fr/ipsl/forge/projets/igcmg/svn/TOOLS/WATER_BUDGET/ATM_waterbudget.py $"
21    }
22
23###
24## Import system modules
25import sys, os, shutil#, subprocess, platform
26import configparser, re
27
28## Import needed scientific modules
29import numpy as np, xarray as xr
30
31# Check python version
32if sys.version_info < (3, 8, 0) :
33    print ( f'Python version : {platform.python_version()}' ) 
34    raise Exception ( "Minimum Python version is 3.8" )
35
36## Import local modules
37import WaterUtils as wu
38import libIGCM_sys
39import nemo, lmdz
40
41from WaterUtils import VarInt, Rho, Ra, Grav, ICE_rho_ice, ICE_rho_sno, OCE_rho_liq, ATM_rho, SRF_rho, RUN_rho, ICE_rho_pnd, YearLength
42
43## Creates parser for reading .ini input file
44## -------------------------------------------
45config = configparser.ConfigParser ( interpolation=configparser.ExtendedInterpolation() )
46config.optionxform = str # To keep capitals
47
48## Experiment parameters
49## ---------------------
50ATM=None ; ATM_HIS='latlon' ; SRF_HIS='latlon' ; RUN_HIS='latlon' ; ORCA=None ; NEMO=None ; OCE_relax=False
51OCE_icb=False ; Coupled=False ; Routing=None ; TestInterp=None
52TarRestartPeriod_beg=None ; TarRestartPeriod_end=None ; Comment=None ; Period=None ; Title=None
53YearBegin=None ; YearEnd=None ; DateBegin=None ; DateEnd=None
54
55##
56ARCHIVE=None ; STORAGE=None ; SCRATCHDIR=None ; R_IN=None ; rebuild=None ; TmpDir=None
57FileDir=None ; FileOut=None
58dir_ATM_his=None ; dir_SRF_his=None ; dir_OCE_his=None ; dir_ICE_his=None
59FileCommon=None ; file_ATM_his=None ; file_SRF_his=None ; file_RUN_his=None
60file_OCE_his=None ;  file_ICE_his=None ; file_OCE_sca=None
61tar_restart_beg=None ; tar_restart_end=None ; file_ATM_beg=None ; file_ATM_end=None ; file_DYN_beg=None
62file_DYN_end=None ; file_SRF_beg=None ; file_SRF_end=None
63file_RUN_beg=None ; file_RUN_end=None ; file_RUN_end=None ; file_OCE_beg=None
64file_ICE_beg=None ; file_OCE_beg=None
65file_OCE_end=None ; file_ICE_beg=None ; file_OCE_end=None ; file_ICE_end=None
66tar_restart_beg_ATM=None ; tar_restart_beg_DYN=None ; tar_restart_beg_SRF=None
67tar_restart_beg_RUN=None ; tar_restart_beg_OCE=None ; tar_restart_beg_ICE=None
68tar_restart_end_ATM=None ; tar_restart_end_DYN=None ; tar_restart_end_SRF=None
69tar_restart_end_RUN=None ; tar_restart_end_OCE=None ; tar_restart_end_ICE=None
70ContinueOnError=False ; ErrorCount=0 ; SortIco = False
71
72##
73## Precision of history file reading
74## ---------------------------------
75# Default is float (full precision). Degrade the precision by using np.float32
76# Restart file are always read at the full precision
77readPrec=float
78
79## Read command line arguments
80## ---------------------------
81print ( "Name of Python script:", sys.argv[0] )
82IniFile = sys.argv[1]
83
84# Test existence of IniFile
85if not os.path.exists (IniFile ) :
86    raise FileExistsError ( f"File not found : {IniFile = }" )
87
88if 'full' in IniFile : FullIniFile = IniFile
89else                 : FullIniFile = 'full_' + IniFile
90   
91print ("Input file : ", IniFile )
92config.read (IniFile)
93FullIniFile = 'full_' + IniFile
94
95## Reading config.card if possible
96## -------------------------------
97ConfigCard = None
98
99if 'Experiment' in config.keys ()  : ## Read Experiment on Config file if possible
100    if 'ConfigCard' in config['Experiment'].keys () :
101        ConfigCard = config['Experiment']['ConfigCard']
102        print ( f'{ConfigCard=}' )
103
104if ConfigCard : ## Read config card if it exists
105    # Text existence of ConfigCard
106    if os.path.exists ( ConfigCard ) :
107        print ( f'Reading Config Card : {ConfigCard}' )
108        ## Creates parser for reading .ini input file
109        MyReader = configparser.ConfigParser (interpolation=configparser.ExtendedInterpolation() )
110        MyReader.optionxform = str # To keep capitals
111       
112        MyReader.read (ConfigCard)
113
114        for VarName in ['JobName', 'ExperimentName', 'SpaceName', 'LongName', 'ModelName', 'TagName'] :
115            if VarName in MyReader['UserChoices'].keys() :
116                locals()[VarName] = MyReader['UserChoices'][VarName]
117                exec  ( f'{VarName} = wu.setBool ({VarName})' )
118                exec  ( f'{VarName} = wu.setNum  ({VarName})' )
119                exec  ( f'{VarName} = wu.setNone ({VarName})' )
120                exec  ( f'wu.{VarName} = {VarName}' )
121                print ( f'    {VarName:21} set to : {locals()[VarName]:}' )
122               
123        for VarName in ['PackFrequency'] :
124            if VarName in MyReader['Post'].keys() :
125                locals()[VarName] = MyReader['Post'][VarName]
126                exec  ( f'{VarName} = wu.setBool ({VarName})' )
127                exec  ( f'{VarName} = wu.setNum  ({VarName})' )
128                exec  ( f'{VarName} = wu.setNone ({VarName})' )
129                exec  ( f'wu.{VarName} = {VarName}' )
130                print ( f'    {VarName:21} set to : {locals()[VarName]:}' )
131    else :
132        raise FileExistsError ( f"File not found : {ConfigCard = }" )
133               
134## Reading config file
135## -------------------
136for Section in ['Config', 'Experiment', 'libIGCM', 'Files', 'Physics' ] :
137   if Section in config.keys () : 
138        print ( f'\nReading [{Section}]' )
139        for VarName in config[Section].keys() :
140            locals()[VarName] = config[Section][VarName]
141            exec  ( f'{VarName} = wu.setBool ({VarName})' )
142            exec  ( f'{VarName} = wu.setNum  ({VarName})' )
143            exec  ( f'{VarName} = wu.setNone ({VarName})' )
144            exec  ( f'wu.{VarName} = {VarName}' )
145            print ( f'    {VarName:21} set to : {locals()[VarName]}' )
146            #exec ( f'del {VarName}' )
147
148print ( f'\nConfig file readed : {IniFile} ' )
149
150##
151## Reading prec
152if wu.unDefined ( 'readPrec' )  :
153    readPrec = np.float64
154else :
155    if readPrec in ["float", "float64", "r8", "double", "<class 'float'>"         ] : readPrec = float
156    if readPrec in [         "float32", "r4", "single", "<class 'numpy.float32'>" ] : readPrec = np.float32
157    if readPrec in [         "float16", "r2", "half"  , "<class 'numpy.float16'>" ] : readPrec = np.float16
158   
159## Some physical constants
160## =======================
161if wu.unDefined ( 'Ra' )           : Ra          = wu.Ra           #-- Earth Radius (m)
162if wu.unDefined ( 'Grav' )         : Grav        = wu.Grav         #-- Gravity (m^2/s
163if wu.unDefined ( 'ICE_rho_ice' )  : ICE_rho_ice = wu.ICE_rho_ice  #-- Ice volumic mass (kg/m3) in LIM3
164if wu.unDefined ( 'ICE_rho_sno')   : ICE_rho_sno = wu.ICE_rho_sno  #-- Snow volumic mass (kg/m3) in LIM3
165if wu.unDefined ( 'OCE_rho_liq' )  : OCE_rho_liq = wu.OCE_rho_liq  #-- Ocean water volumic mass (kg/m3) in NEMO
166if wu.unDefined ( 'ATM_rho' )      : ATM_rho     = wu.ATM_rho      #-- Water volumic mass in atmosphere (kg/m^3)
167if wu.unDefined ( 'SRF_rho' )      : SRF_rho     = wu.SRF_rho      #-- Water volumic mass in surface reservoir (kg/m^3)
168if wu.unDefined ( 'RUN_rho' )      : RUN_rho     = wu.RUN_rho      #-- Water volumic mass of rivers (kg/m^3)
169if wu.unDefined ( 'ICE_rho_pnd' )  : ICE_rho_pnd = wu.ICE_rho_pnd  #-- Water volumic mass in ice ponds (kg/m^3)
170if wu.unDefined ( 'YearLength' )   : YearLength  = wu.YearLength   #-- Year length (s)
171   
172## Set libIGCM and machine dependant values
173## ----------------------------------------
174if not 'Files' in config.keys () : config['Files'] = {}
175
176config['Physics'] = { 'Ra':str(Ra), 'Grav':str(Grav), 'ICE_rho_ice':str(ICE_rho_ice), 'ICE_rho_sno':str(ICE_rho_sno),
177                      'OCE_rho_liq':str(OCE_rho_liq), 'ATM_rho':str(ATM_rho), 'SRF_rho':str(SRF_rho), 'RUN_rho':str(RUN_rho)}
178
179config['Config'] = { 'ContinueOnError':str(ContinueOnError), 'SortIco':str(SortIco), 'TestInterp':str(TestInterp), 'readPrec':str(readPrec) }
180
181## --------------------------
182ICO  = ( 'ICO' in wu.ATM )
183LMDZ = ( 'LMD' in wu.ATM )
184
185mm = libIGCM_sys.config ( TagName=TagName, SpaceName=SpaceName, ExperimentName=ExperimentName, JobName=JobName, User=User, Group=Group,
186             ARCHIVE=None, SCRATCHDIR=None, STORAGE=None, R_IN=None, R_OUT=None, R_FIG=None, rebuild=None, TmpDir=None, 
187             R_SAVE=None, R_FIGR=None, R_BUFR=None, R_BUF_KSH=None, REBUILD_DIR=None, POST_DIR=None )
188globals().update(mm)
189
190config['Files']['TmpDir'] = TmpDir
191config['libIGCM'] = { 'ARCHIVE':ARCHIVE, 'STORAGE':STORAGE, 'TmpDir':TmpDir, 'R_IN':R_IN, 'rebuild':rebuild }
192
193## Defines begining and end of experiment
194## --------------------------------------
195if wu.unDefined ( 'DateBegin' ) :
196    DateBegin = f'{YearBegin}0101'
197    config['Experiment']['DateBegin'] = str(DateBegin)
198else :
199    YearBegin, MonthBegin, DayBegin = wu.SplitDate ( DateBegin )
200    DateBegin = wu.FormatToGregorian (DateBegin)
201    config['Experiment']['YearBegin'] = str(YearBegin)
202
203if wu.unDefined ( 'DateEnd' )   :
204    DateEnd   = f'{YearEnd}1231'
205    config['Experiment']['DateEnd'] = str(DateEnd)
206else :
207    YearEnd, MonthEnd, DayEnd = wu.SplitDate ( DateEnd )
208    DateEnd   = wu.FormatToGregorian (DateEnd)
209    config['Experiment']['DateEnd'] = str(DateEnd)
210
211if wu.unDefined ( 'PackFrequency' ) :
212    PackFrequency = YearEnd - YearBegin + 1
213    config['Experiment']['PackFrequency']   = f'{PackFrequency}'
214
215if type ( PackFrequency ) == str : 
216    if 'Y' in PackFrequency : PackFrequency = PackFrequency.replace ( 'Y', '') 
217    if 'M' in PackFrequency : PackFrequency = PackFrequency.replace ( 'M', '')
218    PackFrequency = int ( PackFrequency )
219   
220## Output file with water budget diagnostics
221## -----------------------------------------
222if wu.unDefined ( 'FileOut' ) :
223    FileOut = f'ATM_waterbudget_{JobName}_{YearBegin}_{YearEnd}'
224    if ICO : 
225        if ATM_HIS == 'latlon' : FileOut = f'{FileOut}_LATLON'
226        if ATM_HIS == 'ico'    : FileOut = f'{FileOut}_ICO'
227    if readPrec == np.float32  : FileOut = f'{FileOut}_float32'
228    FileOut = f'{FileOut}.out'
229
230config['Files']['FileOut'] = FileOut
231
232f_out = open ( FileOut, mode = 'w' )
233
234## Useful functions
235## ----------------
236if readPrec == float :
237    def rprec (tab) : return tab
238else : 
239    def rprec (tab) : return tab.astype(readPrec).astype(float)
240   
241def kg2Sv    (val, rho=ATM_rho) :
242    '''From kg to Sverdrup'''
243    return val/dtime_sec*1.0e-6/rho
244
245def kg2myear (val, rho=ATM_rho) :
246    '''From kg to m/year'''
247    return val/ATM_aire_sea_tot/rho/NbYear
248
249def var2prt (var, small=False, rho=ATM_rho) :
250    if small :  return var , kg2Sv(var, rho=rho)*1000., kg2myear(var, rho=rho)*1000
251    else     :  return var , kg2Sv(var, rho=rho)      , kg2myear(var, rho=rho)
252
253def prtFlux (Desc, var, Form='F', small=False, rho=ATM_rho, width=15) :
254    if small :
255        if Form in ['f', 'F'] : ff=" {:14.6e} kg | {:12.4f} mSv | {:12.4f} mm/year "
256        if Form in ['e', 'E'] : ff=" {:14.6e} kg | {:12.4e} mSv | {:12.4e} mm/year "
257    else :
258        if Form in ['f', 'F'] : ff=" {:14.6e} kg | {:12.4f} Sv  | {:12.4f} m/year  "
259        if Form in ['e', 'E'] : ff=" {:14.6e} kg | {:12.4e} Sv  | {:12.4e} m/year  "
260    echo ( (' {:>{width}} = ' +ff).format (Desc, *var2prt(var, small=small, rho=rho), width=width ) )
261    return None
262
263def echo (string, end='\n') :
264    '''Function to print to stdout *and* output file'''
265    print ( str(string), end=end  )
266    sys.stdout.flush ()
267    f_out.write ( str(string) + end )
268    f_out.flush ()
269    return None
270
271echo ( f'{ContinueOnError = }' )
272echo ( f'{SortIco         = }' )
273echo ( f'{readPrec        = }' )
274
275echo ( f'{JobName         = }' )
276echo ( f'{ConfigCard      = }' )
277echo ( f'{libIGCM         = }' )     
278echo ( f'{User            = }' )       
279echo ( f'{Group           = }' )       
280echo ( f'{Freq            = }' )       
281echo ( f'{YearBegin       = }' )     
282echo ( f'{YearEnd         = }' )     
283echo ( f'{DateBegin       = }' )
284echo ( f'{DateEnd         = }' )
285echo ( f'{PackFrequency   = }' ) 
286echo ( f'{ATM             = }' )       
287echo ( f'{Routing         = }' )       
288echo ( f'{ORCA            = }' )     
289echo ( f'{NEMO            = }' )     
290echo ( f'{Coupled         = }' )     
291echo ( f'{ATM_HIS         = }' )     
292echo ( f'{SRF_HIS         = }' )     
293echo ( f'{RUN_HIS         = }' )     
294
295## Set libIGCM directories
296## -----------------------
297if wu.unDefined ('R_OUT'      ) : R_OUT       = os.path.join ( ARCHIVE   , 'IGCM_OUT' )
298if wu.unDefined ('R_BUF'      ) : R_BUF       = os.path.join ( SCRATCHDIR, 'IGCM_OUT' )
299if wu.unDefined ('L_EXP'      ) : L_EXP       = os.path.join (TagName, SpaceName, ExperimentName, JobName)
300if wu.unDefined ('R_SAVE'     ) : R_SAVE      = os.path.join ( R_OUT, L_EXP )
301if wu.unDefined ('R_BUFR'     ) : R_BUFR      = os.path.join ( R_BUF, L_EXP )
302if wu.unDefined ('POST_DIR'   ) : POST_DIR    = os.path.join ( R_BUFR, 'Out' )
303if wu.unDefined ('REBUILD_DIR') : REBUILD_DIR = os.path.join ( R_BUFR, 'REBUILD' )
304if wu.unDefined ('R_BUF_KSH'  ) : R_BUF_KSH   = os.path.join ( R_BUFR, 'Out' )
305if wu.unDefined ('R_FIGR'     ) : R_FIGR      = os.path.join ( STORAGE, 'IGCM_OUT', L_EXP )
306
307config['libIGCM'].update ( { 'R_OUT':R_OUT, 'R_BUF':R_BUF, 'L_EXP':L_EXP, 'R_BUFR':R_BUFR, 'POST_DIR':POST_DIR,
308                      'REBUILD_DIR':REBUILD_DIR, 'R_BUF_KSH':R_BUF_KSH, 'R_FIGR':R_FIGR, 'rebuild':rebuild } )
309
310## Set directory to extract files
311## ------------------------------
312if wu.unDefined ( 'FileDir' ) : FileDir = os.path.join ( TmpDir, f'WATER_{JobName}' )
313config['Files']['FileDir'] = FileDir
314
315if not os.path.isdir ( FileDir ) : os.makedirs ( FileDir )
316
317##- Set directories to rebuild ocean and ice restart files
318if wu.unDefined ( 'FileDirOCE' ) : FileDirOCE = os.path.join ( FileDir, 'OCE' )
319if wu.unDefined ( 'FileDirICE' ) : FileDirICE = os.path.join ( FileDir, 'ICE' )
320if not os.path.exists ( FileDirOCE ) : os.mkdir ( FileDirOCE )
321if not os.path.exists ( FileDirICE ) : os.mkdir ( FileDirICE )
322
323echo (' ')
324echo ( f'JobName     : {JobName}'    )
325echo ( f'Comment     : {Comment}'    )
326echo ( f'TmpDir      : {TmpDir}'     )
327echo ( f'FileDir     : {FileDir}'    )
328echo ( f'FileDirOCE  : {FileDirOCE}' )
329echo ( f'FileDirICE  : {FileDirICE}' )
330
331echo ( f'\nDealing with {L_EXP}'  )
332
333## Creates model output directory names
334## ------------------------------------
335if Freq == "MO" : FreqDir = os.path.join ('Output' , 'MO' )
336if Freq == "SE" : FreqDir = os.path.join ('Analyse', 'SE' )
337if wu.unDefined ('dir_ATM_his' ) :
338    dir_ATM_his = os.path.join ( R_SAVE, "ATM", FreqDir )
339    config['Files']['dir_ATM_his'] = dir_ATM_his
340if wu.unDefined ( 'dir_SRF_his' ) : 
341    dir_SRF_his = os.path.join ( R_SAVE, "SRF", FreqDir )
342    config['Files']['dir_SRF_his'] = dir_SRF_his
343   
344echo ( f'The analysis relies on files from the following model output directories : ' )
345echo ( f'{dir_ATM_his = }' )
346echo ( f'{dir_SRF_his = }' )
347
348##-- Creates files names
349if wu.unDefined ( 'Period' ) :
350    if Freq == 'MO' : Period = f'{DateBegin}_{DateEnd}_1M'
351    if Freq == 'SE' : Period = f'SE_{DateBegin}_{DateEnd}_1M'
352    config['Files']['Period'] = Period
353
354config['Files']['DateBegin'] = DateBegin
355config['Files']['DateBegin'] = DateEnd
356       
357echo ( f'Period   : {Period}' )
358   
359if wu.unDefined ( 'FileCommon' ) :
360    FileCommon = f'{JobName}_{Period}'
361    config['Files']['FileCommon'] = FileCommon
362
363if wu.unDefined ( 'Title' ) :
364    Title = f'{JobName} : {Freq} : {DateBegin} - {DateEnd}'
365    config['Files']['Title'] = Title
366     
367echo ('\nOpen history files' )
368if wu.unDefined ( 'file_ATM_his' ) :
369    if ATM_HIS == 'latlon' :
370        file_ATM_his = os.path.join ( dir_ATM_his, f'{FileCommon}_histmth.nc' )
371    if ATM_HIS == 'ico' :
372        file_ATM_his = os.path.join ( dir_ATM_his, f'{FileCommon}_histmth_ico.nc' )
373    config['Files']['file_ATM_his'] = file_ATM_his
374if wu.unDefined ( 'file_SRF_his' ) :
375    if ATM_HIS == 'latlon' :
376        file_SRF_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history.nc' )
377    if ATM_HIS == 'ico' :
378        file_SRF_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history_ico.nc' )
379    config['Files']['file_SRF_his'] = file_SRF_his
380
381if Routing == 'SIMPLE' :
382    if file_RUN_his == None :
383        if ATM_HIS == 'latlon' :
384            file_RUN_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history.nc' )
385        if ATM_HIS == 'ico' :
386            file_RUN_his = os.path.join ( dir_SRF_his, f'{FileCommon}_sechiba_history_ico.nc' )
387        config['Files']['file_RUN_his'] = file_RUN_his
388
389d_ATM_his = xr.open_dataset ( file_ATM_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze()
390d_SRF_his = xr.open_dataset ( file_SRF_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze()
391if Routing == 'SECHIBA' : d_RUN_his = d_SRF_his
392if Routing == 'SIMPLE'  : d_RUN_his = xr.open_dataset ( file_RUN_his, use_cftime=True, decode_times=True, decode_cf=True ).squeeze()
393
394echo ( f'{file_ATM_his = }' )
395echo ( f'{file_SRF_his = }' )
396if Routing == 'SIMPLE' : echo ( f'{file_RUN_his = }' )
397
398## Compute run length
399## ------------------
400dtime = ( d_ATM_his.time_counter_bounds.max() - d_ATM_his.time_counter_bounds.min() )
401echo ('\nRun length : {:8.2f} days'.format ( (dtime/np.timedelta64(1, "D")).values ) )
402dtime_sec = (dtime/np.timedelta64(1, "s")).values.item() # Convert in seconds
403
404##-- Compute length of each period
405dtime_per = (d_ATM_his.time_counter_bounds[:,-1] -  d_ATM_his.time_counter_bounds[:,0] )
406echo ('\nPeriods lengths (days) : {:} days'.format ( (dtime_per/np.timedelta64(1, "D")).values ) )
407dtime_per_sec = (dtime_per/np.timedelta64(1, "s")).values # In seconds
408dtime_per_sec = xr.DataArray (dtime_per_sec, dims=["time_counter", ], coords=[d_ATM_his.time_counter,] )
409dtime_per_sec.attrs['unit'] = 's'
410
411##-- Number of years (approximative)
412NbYear = dtime_sec / YearLength
413
414##-- Extract restart files from tar
415
416if wu.unDefined ('TarRestartDate_beg' ) : TarRestartDate_beg = wu.DateMinusOneDay ( DateBegin )
417if wu.unDefined ('TarRestartDate_end' ) : TarRestartDate_end = wu.FormatToGregorian ( DateEnd )
418
419if wu.unDefined ( 'TarRestartPeriod_beg' ) :
420
421    TarRestartPeriod_beg_DateEnd = TarRestartDate_beg
422    TarRestartPeriod_beg_DateBeg = wu.DateAddYear ( TarRestartPeriod_beg_DateEnd, -PackFrequency )
423    TarRestartPeriod_beg_DateBeg = wu.DatePlusOneDay ( TarRestartPeriod_beg_DateBeg )
424   
425    TarRestartPeriod_beg = f'{TarRestartPeriod_beg_DateBeg}_{TarRestartPeriod_beg_DateEnd}'
426    echo (f'Tar period for initial restart : {TarRestartPeriod_beg}')
427    config['Files']['TarRestartPeriod_beg'] = TarRestartPeriod_beg
428
429if wu.unDefined ( 'TarRestartPeriod_end' ) :
430
431    TarRestartPeriod_end_DateEnd = TarRestartDate_end
432    TarRestartPeriod_end_DateBeg = wu.DateAddYear ( TarRestartPeriod_end_DateEnd, -PackFrequency )
433    TarRestartPeriod_end_DateBeg = wu.DatePlusOneDay ( TarRestartPeriod_end_DateBeg )
434     
435    TarRestartPeriod_end = f'{TarRestartPeriod_end_DateBeg}_{TarRestartPeriod_end_DateEnd}'
436    echo (f'Tar period for final restart : {TarRestartPeriod_end}')
437    config['Files']['TarRestartPeriod_end'] = TarRestartPeriod_end
438
439echo (f'Restart dates - Start : {TarRestartPeriod_beg}  /  End : {TarRestartPeriod_end}')
440
441if wu.unDefined ( 'tar_restart_beg' ) :
442    tar_restart_beg = os.path.join ( R_SAVE, 'RESTART', f'{JobName}_{TarRestartPeriod_beg}_restart.tar' )
443    config['Files']['tar_restart_beg'] = tar_restart_beg
444if wu.unDefined ( 'tar_restart_end' ) :
445    tar_restart_end = os.path.join ( R_SAVE, 'RESTART', f'{JobName}_{TarRestartPeriod_end}_restart.tar' )
446    config['Files']['tar_restart_end'] = tar_restart_end
447   
448echo ( f'{tar_restart_beg = }' )
449echo ( f'{tar_restart_end = }' )
450
451##-- Names of tar files with restarts
452if wu.unDefined ( 'SRF_HIS' ) : SRF_HIS = ATM_HIS
453
454if wu.unDefined ( 'tar_restart_beg_ATM' ) : tar_restart_beg_ATM = tar_restart_beg
455if wu.unDefined ( 'tar_restart_beg_DYN' ) : tar_restart_beg_DYN = tar_restart_beg
456if wu.unDefined ( 'tar_restart_beg_SRF' ) : tar_restart_beg_SRF = tar_restart_beg
457if wu.unDefined ( 'tar_restart_beg_RUN' ) : tar_restart_beg_RUN = tar_restart_beg
458if wu.unDefined ( 'tar_restart_beg_OCE' ) : tar_restart_beg_OCE = tar_restart_beg
459if wu.unDefined ( 'tar_restart_beg_ICE' ) : tar_restart_beg_ICE = tar_restart_beg
460
461if wu.unDefined ( 'tar_restart_end_ATM' ) : tar_restart_end_ATM = tar_restart_end
462if wu.unDefined ( 'tar_restart_end_DYN' ) : tar_restart_end_DYN = tar_restart_end
463if wu.unDefined ( 'tar_restart_end_SRF' ) : tar_restart_end_SRF = tar_restart_end
464if wu.unDefined ( 'tar_restart_end_RUN' ) : tar_restart_end_RUN = tar_restart_end
465if wu.unDefined ( 'tar_restart_end_OCE' ) : tar_restart_end_OCE = tar_restart_end
466if wu.unDefined ( 'tar_restart_end_ICE' ) : tar_restart_end_ICE = tar_restart_end
467
468if wu.unDefined ( 'file_ATM_beg' ) : 
469    file_ATM_beg = f'{FileDir}/ATM_{JobName}_{TarRestartDate_beg}_restartphy.nc'
470    config['Files']['file_ATM_beg'] = file_ATM_beg
471if wu.unDefined ( 'file_ATM_end' ) :
472    file_ATM_end = f'{FileDir}/ATM_{JobName}_{TarRestartDate_end}_restartphy.nc'
473    config['Files']['file_ATM_end'] = file_ATM_end
474
475liste_beg = [file_ATM_beg, ]
476liste_end = [file_ATM_end, ]
477
478if wu.unDefined ( 'file_DYN_beg' ) :
479    if LMDZ : file_DYN_beg = f'{FileDir}/ATM_{JobName}_{TarRestartDate_beg}_restart.nc'
480    if ICO  : file_DYN_beg = f'{FileDir}/ICO_{JobName}_{TarRestartDate_beg}_restart.nc'
481    liste_beg.append (file_DYN_beg)
482    config['Files']['file_DYN_beg'] = file_DYN_beg
483   
484if wu.unDefined ( 'file_DYN_end' ) : 
485    if LMDZ : file_DYN_end = f'{FileDir}/ATM_{JobName}_{TarRestartDate_end}_restart.nc'
486    if ICO  : file_DYN_end = f'{FileDir}/ICO_{JobName}_{TarRestartDate_end}_restart.nc'
487    liste_end.append ( file_DYN_end )
488    config['Files']['file_DYN_end'] = file_DYN_end
489
490if wu.unDefined ( 'file_SRF_beg' ) :
491    file_SRF_beg = f'{FileDir}/SRF_{JobName}_{TarRestartDate_beg}_sechiba_rest.nc'
492    config['Files']['file_SRF_beg'] = file_SRF_beg
493if wu.unDefined ( 'file_SRF_end' ) :
494    file_SRF_end = f'{FileDir}/SRF_{JobName}_{TarRestartDate_end}_sechiba_rest.nc'
495    config['Files']['file_SRF_end'] = file_SRF_end
496   
497liste_beg.append ( file_SRF_beg )
498liste_end.append ( file_SRF_end )
499
500echo ( f'{file_ATM_beg = }')
501echo ( f'{file_ATM_end = }')
502echo ( f'{file_DYN_beg = }')
503echo ( f'{file_DYN_end = }')
504echo ( f'{file_SRF_beg = }')
505echo ( f'{file_SRF_end = }')
506
507if ICO :
508    if wu.unDefined ('file_DYN_aire') : file_DYN_aire = os.path.join ( R_IN, 'ATM', 'GRID', ATM+'_grid.nc' )
509    config['Files']['file_DYN_aire'] = file_DYN_aire
510
511if Routing == 'SIMPLE' :
512    if wu.unDefined ( 'file_RUN_beg' ) : 
513        file_RUN_beg = f'{FileDir}/SRF_{JobName}_{TarRestartDate_beg}_routing_restart.nc'
514        config['Files']['file_RUN_beg'] = file_RUN_beg
515    if wu.unDefined ( 'file_RUN_end' ) : 
516        file_RUN_end = f'{FileDir}/SRF_{JobName}_{TarRestartDate_end}_routing_restart.nc'
517        config['Files']['file_RUN_end'] = file_RUN_end
518       
519    liste_beg.append ( file_RUN_beg )
520    liste_end.append ( file_RUN_end )
521    echo ( f'{file_RUN_beg = }' )
522    echo ( f'{file_RUN_end = }' )
523
524echo ('\nExtract restart files from tar : ATM, ICO and SRF')
525
526def extract_and_rebuild ( file_name=file_ATM_beg, tar_restart=tar_restart_end, FileDirComp=FileDir, ErrorCount=ErrorCount ) :
527    echo ( f'----------')
528    echo ( f'file to extract : {file_name = }' )
529    if os.path.exists ( os.path.join (FileDir, file_name) ) :
530        echo ( f'file found : {file_name = }' )
531    else :
532        echo ( f'file not found : {file_name = }' )
533        base_resFile = os.path.basename (file_name)
534        if os.path.exists ( tar_restart ) :
535            command =  f'cd {FileDir} ; tar xf {tar_restart} {base_resFile}'
536            echo ( f'{command = }' )
537            try : os.system ( command )
538            except :
539                if ContinueOnError :
540                    ErrorCount += 1
541                    echo ( f'****** Command failed : {command}' )
542                    echo ( f'****** Trying to continue' )
543                    echo ( ' ')
544                else :
545                    raise Exception ( f'**** command failed : {command} - Stopping' )
546            else :
547                echo ( f'tar done : {base_resFile}' )
548        else :
549            echo ( f'****** Tar restart file {tar_restart = } not found ' )
550            if ContinueOnError :
551                ErrorCount += 1
552            else : 
553                raise Exception ( f'****** tar file not found {tar_restart = } - Stopping' )
554    return ErrorCount
555 
556ErrorCount += extract_and_rebuild ( file_name=file_ATM_beg, tar_restart=tar_restart_beg_ATM, FileDirComp=FileDir )
557ErrorCount += extract_and_rebuild ( file_name=file_DYN_beg, tar_restart=tar_restart_beg_DYN, FileDirComp=FileDir )
558ErrorCount += extract_and_rebuild ( file_name=file_SRF_beg, tar_restart=tar_restart_beg_SRF, FileDirComp=FileDir )
559
560ErrorCount += extract_and_rebuild ( file_name=file_ATM_end, tar_restart=tar_restart_end_ATM, FileDirComp=FileDir )
561ErrorCount += extract_and_rebuild ( file_name=file_DYN_end, tar_restart=tar_restart_end_DYN, FileDirComp=FileDir )
562ErrorCount += extract_and_rebuild ( file_name=file_SRF_end, tar_restart=tar_restart_end_SRF, FileDirComp=FileDir )
563
564if Routing == 'SIMPLE' :
565    ErrorCount += extract_and_rebuild ( file_name=file_RUN_beg, tar_restart=tar_restart_beg_RUN, FileDirComp=FileDir )
566    ErrorCount += extract_and_rebuild ( file_name=file_RUN_end, tar_restart=tar_restart_end_RUN, FileDirComp=FileDir )
567
568##-- Exit in case of error in the opening file phase
569if ErrorCount > 0 :
570    echo ( '  ' )
571    raise Exception ( f'**** Some files missing - Stopping - {ErrorCount = }' )
572
573##
574echo ('\nOpening ATM SRF and ICO restart files')
575d_ATM_beg = xr.open_dataset ( os.path.join (FileDir, file_ATM_beg), decode_times=False, decode_cf=True ).squeeze()
576d_ATM_end = xr.open_dataset ( os.path.join (FileDir, file_ATM_end), decode_times=False, decode_cf=True ).squeeze()
577d_SRF_beg = xr.open_dataset ( os.path.join (FileDir, file_SRF_beg), decode_times=False, decode_cf=True ).squeeze()
578d_SRF_end = xr.open_dataset ( os.path.join (FileDir, file_SRF_end), decode_times=False, decode_cf=True ).squeeze()
579d_DYN_beg = xr.open_dataset ( os.path.join (FileDir, file_DYN_beg), decode_times=False, decode_cf=True ).squeeze()
580d_DYN_end = xr.open_dataset ( os.path.join (FileDir, file_DYN_end), decode_times=False, decode_cf=True ).squeeze()
581
582for var in d_SRF_beg.variables :
583    d_SRF_beg[var] = d_SRF_beg[var].where ( d_SRF_beg[var]<1.e20, 0.)
584    d_SRF_end[var] = d_SRF_end[var].where ( d_SRF_end[var]<1.e20, 0.)
585
586if Routing == 'SIMPLE' :
587    d_RUN_beg = xr.open_dataset ( os.path.join (FileDir, file_RUN_beg), decode_times=False, decode_cf=True ).squeeze()
588    d_RUN_end = xr.open_dataset ( os.path.join (FileDir, file_RUN_end), decode_times=False, decode_cf=True ).squeeze()
589
590def to_cell ( dd, newname='cell' ) :
591    '''Set space dimension to 'cell' '''
592    for oldname in [ 'cell_mesh', 'y', 'points_physiques' ] :
593        try    : dd = dd.rename ( {oldname : newname} )
594        except : pass
595    return dd
596
597d_ATM_beg = to_cell ( d_ATM_beg )
598d_ATM_end = to_cell ( d_ATM_end )
599d_SRF_beg = to_cell ( d_SRF_beg )
600d_SRF_end = to_cell ( d_SRF_end )
601d_DYN_beg = to_cell ( d_DYN_beg )
602d_DYN_end = to_cell ( d_DYN_end )
603
604if Routing == 'SIMPLE' :
605    d_RUN_beg = to_cell ( d_RUN_beg )
606    d_RUN_end = to_cell ( d_RUN_end )
607
608d_ATM_his = to_cell ( d_ATM_his )
609d_SRF_his = to_cell ( d_SRF_his )
610   
611echo ( f'{file_ATM_beg = }' )
612echo ( f'{file_ATM_end = }' )
613echo ( f'{file_DYN_beg = }' )
614echo ( f'{file_DYN_end = }' )
615echo ( f'{file_SRF_beg = }' )
616echo ( f'{file_SRF_end = }' )
617if Routing == 'SIMPLE' :
618    echo ( f'{file_RUN_beg = }' )
619    echo ( f'{file_RUN_end = }' )
620
621## Write the full configuration
622config_out = open (FullIniFile, 'w')
623config.write ( config_out )
624config_out.close ()
625
626if ICO :
627    if SortIco : 
628        # Creation d'une clef de tri pour les restarts (pour chaque restart !)
629        DYN_beg_keysort = np.lexsort ( (d_DYN_beg['lat_mesh'], d_DYN_beg['lon_mesh'] ) )
630        ATM_beg_keysort = np.lexsort ( (d_ATM_beg['latitude'], d_ATM_beg['longitude']) )
631        SRF_beg_keysort = np.lexsort ( (d_SRF_beg['nav_lat' ], d_SRF_beg['nav_lon']  ) )
632        DYN_end_keysort = np.lexsort ( (d_DYN_end['lat_mesh'], d_DYN_end['lon_mesh'] ) )
633        ATM_end_keysort = np.lexsort ( (d_ATM_end['latitude'], d_ATM_end['longitude']) )
634        SRF_end_keysort = np.lexsort ( (d_SRF_end['nav_lat' ], d_SRF_end['nav_lon']  ) )
635       
636        if ATM_HIS == 'ico' :
637            ATM_his_keysort = np.lexsort ( (d_ATM_his['lat'], d_ATM_his['lon'] ) )
638        if SRF_HIS == 'ico' :
639            SRF_his_keysort = np.lexsort ( (d_SRF_his['lat'], d_SRF_his['lon'] ) )
640            RUN_his_keysort = SRF_his_keysort
641    else : 
642        DYN_beg_keysort = np.arange ( len ( d_DYN_beg['lat_mesh'] ) )
643        ATM_beg_keysort = DYN_beg_keysort
644        SRF_beg_keysort = DYN_beg_keysort
645
646        DYN_end_keysort = DYN_beg_keysort
647        ATM_end_keysort = DYN_beg_keysort
648        SRF_end_keysort = DYN_beg_keysort
649   
650        ATM_his_keysort = DYN_beg_keysort
651        SRF_his_keysort = DYN_beg_keysort
652        RUN_his_keysort = SRF_his_keysort
653       
654# ATM grid with cell surfaces
655if LMDZ :
656    echo ('ATM grid with cell surfaces : LMDZ')
657    ATM_lat       = lmdz.geo2point (   rprec (d_ATM_his ['lat'])+0*rprec (d_ATM_his ['lon']), dim1D='cell' )
658    ATM_lon       = lmdz.geo2point ( 0*rprec (d_ATM_his ['lat'])+  rprec (d_ATM_his ['lon']), dim1D='cell' )
659    ATM_aire      = lmdz.geo2point ( rprec (d_ATM_his ['aire'] )    [0], cumulPoles=True, dim1D='cell' )
660    ATM_fter      = lmdz.geo2point ( rprec (d_ATM_his ['fract_ter'][0]), dim1D='cell' )
661    ATM_foce      = lmdz.geo2point ( rprec (d_ATM_his ['fract_oce'][0]), dim1D='cell' )
662    ATM_fsic      = lmdz.geo2point ( rprec (d_ATM_his ['fract_sic'][0]), dim1D='cell' )
663    ATM_flic      = lmdz.geo2point ( rprec (d_ATM_his ['fract_lic'][0]), dim1D='cell' )
664    SRF_lat       = lmdz.geo2point (   rprec (d_SRF_his ['lat'])+0*rprec (d_SRF_his ['lon']), dim1D='cell' )
665    SRF_lon       = lmdz.geo2point ( 0*rprec (d_SRF_his ['lat'])+  rprec (d_SRF_his ['lon']), dim1D='cell' )
666    SRF_aire      = lmdz.geo2point ( rprec (d_SRF_his ['Areas']) * rprec (d_SRF_his ['Contfrac']), dim1D='cell', cumulPoles=True )
667    SRF_areas     = lmdz.geo2point ( rprec (d_SRF_his ['Areas'])  ,  dim1D='cell', cumulPoles=True )
668    SRF_contfrac  = lmdz.geo2point ( rprec (d_SRF_his ['Contfrac']), dim1D='cell' )
669
670if ICO :
671    if ATM_HIS == 'latlon' :
672        echo ( 'ATM areas and fractions on latlon grid' )
673        if 'lat_dom_out' in d_ATM_his.variables :
674            ATM_lat  = lmdz.geo2point (   rprec (d_ATM_his ['lat_dom_out'])+0*rprec (d_ATM_his ['lon_dom_out']), dim1D='cell' )
675            ATM_lon  = lmdz.geo2point ( 0*rprec (d_ATM_his ['lat_dom_out'])+  rprec (d_ATM_his ['lon_dom_out']), dim1D='cell' )
676        else :
677            ATM_lat  = lmdz.geo2point (   rprec (d_ATM_his ['lat'])+0*rprec (d_ATM_his ['lon']), dim1D='cell' )
678            ATM_lon  = lmdz.geo2point ( 0*rprec (d_ATM_his ['lat'])+  rprec (d_ATM_his ['lon']), dim1D='cell' )
679        ATM_aire = lmdz.geo2point ( rprec (d_ATM_his ['aire'][0]).squeeze(), cumulPoles=True, dim1D='cell' )
680        ATM_fter = lmdz.geo2point ( rprec (d_ATM_his ['fract_ter'][0]), dim1D='cell' )
681        ATM_foce = lmdz.geo2point ( rprec (d_ATM_his ['fract_oce'][0]), dim1D='cell' )
682        ATM_fsic = lmdz.geo2point ( rprec (d_ATM_his ['fract_sic'][0]), dim1D='cell' )
683        ATM_flic = lmdz.geo2point ( rprec (d_ATM_his ['fract_lic'][0]), dim1D='cell' )
684
685    if ATM_HIS == 'ico' :
686        echo ( 'ATM areas and fractions on ICO grid' )
687        ATM_aire =  rprec (d_ATM_his ['aire']     [0])[ATM_his_keysort].squeeze()
688        ATM_lat  =  rprec (d_ATM_his ['lat']         )[ATM_his_keysort]
689        ATM_lon  =  rprec (d_ATM_his ['lon']         )[ATM_his_keysort]
690        ATM_fter =  rprec (d_ATM_his ['fract_ter'][0])[ATM_his_keysort]
691        ATM_foce =  rprec (d_ATM_his ['fract_oce'][0])[ATM_his_keysort]
692        ATM_fsic =  rprec (d_ATM_his ['fract_sic'][0])[ATM_his_keysort]
693        ATM_flic =  rprec (d_ATM_his ['fract_lic'][0])[ATM_his_keysort]
694
695    if SRF_HIS == 'latlon' :
696        echo ( 'SRF areas and fractions on latlon grid' )
697        if 'lat_domain_landpoints_out' in d_SRF_his  : 
698            SRF_lat  = lmdz.geo2point (   rprec (d_SRF_his ['lat_domain_landpoints_out'])+0*rprec (d_SRF_his ['lon_domain_landpoints_out']), dim1D='cell' )
699            SRF_lon  = lmdz.geo2point ( 0*rprec (d_SRF_his ['lat_domain_landpoints_out'])+  rprec (d_SRF_his ['lon_domain_landpoints_out']), dim1D='cell' )
700        else : 
701            if 'lat_domain_landpoints_out' in d_SRF_his :
702                SRF_lat  = lmdz.geo2point (   rprec (d_SRF_his ['lat_dom_out'])+0*rprec (d_SRF_his ['lon_dom_out']), dim1D='cell' )
703                SRF_lon  = lmdz.geo2point ( 0*rprec (d_SRF_his ['lat_dom_out'])+  rprec (d_SRF_his ['lon_dom_out']), dim1D='cell' )
704            else :
705                SRF_lat  = lmdz.geo2point (   rprec (d_SRF_his ['lat'])+0*rprec (d_SRF_his ['lon']), dim1D='cell' )
706                SRF_lon  = lmdz.geo2point ( 0*rprec (d_SRF_his ['lat'])+  rprec (d_SRF_his ['lon']), dim1D='cell' )
707               
708        SRF_areas     = lmdz.geo2point ( rprec (d_SRF_his ['Areas']   )   , dim1D='cell', cumulPoles=True )
709        SRF_areafrac  = lmdz.geo2point ( rprec (d_SRF_his ['AreaFrac'])   , dim1D='cell', cumulPoles=True )
710        SRF_contfrac  = lmdz.geo2point ( rprec (d_SRF_his ['Contfrac'])   , dim1D='cell', cumulPoles=True )
711        SRF_aire = SRF_areafrac
712 
713    if SRF_HIS == 'ico' :
714        echo ( 'SRF areas and fractions on latlon grid' )
715        SRF_lat       =  rprec (d_SRF_his ['lat']     ) [SRF_his_keysort]
716        SRF_lon       =  rprec (d_SRF_his ['lon']     ) [SRF_his_keysort]
717        SRF_areas     =  rprec (d_SRF_his ['Areas']   ) [SRF_his_keysort] 
718        SRF_contfrac  =  rprec (d_SRF_his ['Contfrac']) [SRF_his_keysort]
719        SRF_aire      =  SRF_areas * SRF_contfrac
720
721ATM_fsea      = ATM_foce + ATM_fsic
722ATM_flnd      = ATM_fter + ATM_flic
723ATM_aire_fter = ATM_aire * ATM_fter
724ATM_aire_flic = ATM_aire * ATM_flic
725ATM_aire_fsic = ATM_aire * ATM_fsic
726ATM_aire_foce = ATM_aire * ATM_foce
727ATM_aire_flnd = ATM_aire * ATM_flnd
728ATM_aire_fsea = ATM_aire * ATM_fsea
729
730#SRF_aire = SRF_aire.where ( np.abs (SRF_aire) < 1E15, 0. )
731
732## Write the full configuration
733config_out = open (FullIniFile, 'w')
734config.write ( config_out )
735config_out.close ()
736           
737if ICO :
738    # Area on icosahedron grid
739    d_DYN_aire = xr.open_dataset ( file_DYN_aire, decode_times=False ).squeeze()
740
741    if SortIco : 
742        # Creation d'une clef de tri pour le fichier aire
743        DYN_aire_keysort = np.lexsort ( (d_DYN_aire['lat'], d_DYN_aire['lon']) )
744    else : 
745        DYN_aire_keysort = np.arange ( len ( d_DYN_aire['lat'] ) )
746           
747    DYN_lat = d_DYN_aire['lat'][DYN_aire_keysort]
748    DYN_lon = d_DYN_aire['lon'][DYN_aire_keysort]
749
750    DYN_aire = d_DYN_aire['aire'][DYN_aire_keysort]
751    DYN_fsea = d_DYN_aire['fract_oce'][DYN_aire_keysort] + d_DYN_aire['fract_sic'][DYN_aire_keysort]
752    DYN_flnd = 1.0 - DYN_fsea
753    DYN_fter = d_ATM_beg['FTER'][ATM_beg_keysort]
754    DYN_flic = d_ATM_beg['FLIC'][ATM_beg_keysort]
755    DYN_aire_fter = DYN_aire * DYN_fter
756   
757if LMDZ :
758    # Area on lon/lat grid
759    DYN_aire = ATM_aire
760    DYN_fsea = ATM_fsea
761    DYN_flnd = ATM_flnd
762    DYN_fter = rprec (d_ATM_beg['FTER'])
763    DYN_flic = rprec (d_ATM_beg['FLIC'])
764    DYN_aire_fter = DYN_aire * DYN_fter
765
766# Functions computing integrals and sum
767def DYN_stock_int (stock) :
768    '''Integrate (* surface) stock on atmosphere grid'''
769    DYN_stock_int  = wu.Psum ( (stock * DYN_aire).to_masked_array().ravel() ) 
770    return DYN_stock_int
771
772def ATM_flux_int (flux) :
773    '''Integrate (* time * surface) flux on atmosphere grid'''
774    ATM_flux_int  = wu.Psum ( (flux * dtime_per_sec * ATM_aire).to_masked_array().ravel() )
775    return ATM_flux_int
776
777def LIC_flux_int (flux) :
778    '''Integrate (* time * surface) flux on land ice grid'''
779    LIC_flux_int  = wu.Psum ( (flux * dtime_per_sec * ATM_aire_flic).to_masked_array().ravel() )
780    return LIC_flux_int
781
782def SRF_stock_int (stock) :
783    '''Integrate (* surface) stock on land grid'''
784    #SRF_stock_int  = wu.Ksum (  ( (stock * DYN_aire_fter).to_masked_array().ravel()) ) # Marche avec ICO et lon/lat na
785    SRF_stock_int  = wu.Ksum (  ( (stock * DYN_aire_fter).to_masked_array().ravel()) )
786    return SRF_stock_int
787
788def SRF_flux_int (flux) :
789    '''Integrate (* time * surface) flux on land grid'''
790    SRF_flux_int  = wu.Psum (  (flux * dtime_per_sec * SRF_aire).to_masked_array().ravel() )
791    return SRF_flux_int
792
793def ONE_stock_int (stock) :
794    '''Sum stock '''
795    ONE_stock_int  = wu.Psum ( stock.to_masked_array().ravel() )
796    return ONE_stock_int
797
798def ONE_flux_int (flux) :
799    '''Integrate (* time) flux on area=1 grid '''
800    ONE_flux_int  = wu.Psum ( (flux * dtime_per_sec ).to_masked_array().ravel() )
801    return ONE_flux_int
802
803def Sprec ( tlist ) :
804    '''Accurate sum of list of scalar elements'''
805    return wu.Psum ( np.array ( tlist) )
806
807ATM_aire_sea     = ATM_aire * ATM_fsea
808
809ATM_aire_tot     = ONE_stock_int (ATM_aire)
810ATM_aire_sea_tot = ONE_stock_int (ATM_aire_fsea)
811ATM_aire_ter_tot = ONE_stock_int (ATM_aire_fter)
812ATM_aire_lic_tot = ONE_stock_int (ATM_aire_flic)
813
814DYN_aire_tot     = ONE_stock_int ( DYN_aire )
815SRF_aire_tot     = ONE_stock_int ( SRF_aire )
816
817echo ('')
818echo ( f'ATM DYN : Area of atmosphere        : {DYN_aire_tot:18.9e}' )
819echo ( f'ATM HIS : Area of atmosphere        : {ATM_aire_tot:18.9e}' )
820echo ( f'ATM HIS : Area of ter in atmosphere : {ATM_aire_ter_tot:18.9e}' )
821echo ( f'ATM HIS : Area of lic in atmosphere : {ATM_aire_lic_tot:18.9e}' )
822echo ( f'ATM SRF : Area of atmosphere        : {SRF_aire_tot:18.9e}' )
823echo ('')
824echo ( 'ATM DYN : Area of atmosphere/(4pi R^2)        : {:18.9f}'.format(DYN_aire_tot/(Ra*Ra*4*np.pi) ) )
825echo ( 'ATM HIS : Area of atmosphere/(4pi R^2)        : {:18.9f}'.format(ATM_aire_tot/(Ra*Ra*4*np.pi) ) )
826echo ( 'ATM HIS : Area of ter in atmosphere/(4pi R^2) : {:18.9f}'.format(ATM_aire_ter_tot/(Ra*Ra*4*np.pi) ) )
827echo ( 'ATM SRF : Area of atmosphere/(4pi R^2)        : {:18.9f}'.format(SRF_aire_tot/(Ra*Ra*4*np.pi) ) )
828echo ('')
829echo ( f'ATM SRF : Area of atmosphere (no contfrac): {ONE_stock_int (SRF_areas):18.9e}' )
830
831
832if (  np.abs (ATM_aire_tot/(Ra*Ra*4*np.pi) - 1.0) > 0.01 ) :
833    raise Exception ('Error of atmosphere surface interpolated on lon/lat grid')
834
835echo ( '\n====================================================================================' )
836echo ( f'-- ATM changes in stores  -- {Title} ' )
837
838#-- Change in precipitable water from the atmosphere daily and monthly files
839#-- Compute sum weighted by gridcell area (kg/m2) then convert to Sv
840
841echo ( 'ATM vertical grid' )
842ATM_Ahyb = d_ATM_his['Ahyb'].squeeze()
843ATM_Bhyb = d_ATM_his['Bhyb'].squeeze()
844
845echo ( 'Surface pressure' )
846if ICO :
847    DYN_psol_beg = d_DYN_beg['ps'][DYN_beg_keysort]
848    DYN_psol_end = d_DYN_end['ps'][DYN_end_keysort]
849if LMDZ : 
850    DYN_psol_beg = lmdz.geo2point ( d_DYN_beg['ps'].isel(rlonv=slice(0,-1)), dim1D='cell' )
851    DYN_psol_end = lmdz.geo2point ( d_DYN_end['ps'].isel(rlonv=slice(0,-1)), dim1D='cell' )
852   
853echo ( '3D Pressure at the interface layers (not scalar points)' )
854DYN_pres_beg = ATM_Ahyb + ATM_Bhyb * DYN_psol_beg
855DYN_pres_end = ATM_Ahyb + ATM_Bhyb * DYN_psol_end
856
857echo ( 'Check computation of pressure levels' )
858
859ind = np.empty (8)
860
861ind[0] = (DYN_pres_beg[ 0]-DYN_psol_beg).min().item()
862ind[1] = (DYN_pres_beg[ 0]-DYN_psol_beg).max().item()
863ind[2] = (DYN_pres_beg[-1]).min().item()
864ind[3] = (DYN_pres_beg[-1]).max().item()
865ind[4] = (DYN_pres_end[ 0]-DYN_psol_end).min().item()
866ind[5] = (DYN_pres_end[ 0]-DYN_psol_end).max().item()
867ind[6] = (DYN_pres_end[-1]).min().item()
868ind[7] = (DYN_pres_end[-1]).max().item()
869
870if any ( ind != 0) :
871    echo ( 'All values should be zero' )
872    echo ( f'(DYN_pres_beg[ 0]-DYN_psol_beg).min().item() = {ind[0]}' )
873    echo ( f'(DYN_pres_beg[ 0]-DYN_psol_beg).max().item() = {ind[1]}' )
874    echo ( f'(DYN_pres_beg[-1]).min().item()              = {ind[2]}' )
875    echo ( f'(DYN_pres_beg[-1]).max().item()              = {ind[3]}' )
876    echo ( f'(DYN_pres_end[ 0]-DYN_psol_end).min().item() = {ind[4]}' )
877    echo ( f'(DYN_pres_end[ 0]-DYN_psol_end).max().item() = {ind[5]}' )
878    echo ( f'(DYN_pres_end[-1]).min().item()              = {ind[6]}' )
879    echo ( f'(DYN_pres_end[-1]).max().item()              = {ind[7]}' )
880    raise Exception
881   
882klevp1 = ATM_Bhyb.shape[-1]
883cell   = DYN_psol_beg.shape[-1]
884klev   = klevp1 - 1
885
886echo ( 'Layer thickness (pressure)' )
887DYN_mass_beg = xr.DataArray ( np.empty( (klev, cell)), dims = ('sigs', 'cell'), coords=(np.arange(klev), np.arange(cell) ) )
888DYN_mass_end = xr.DataArray ( np.empty( (klev, cell)), dims = ('sigs', 'cell'), coords=(np.arange(klev), np.arange(cell) ) )
889   
890for k in np.arange (klev) :
891    DYN_mass_beg[k,:] = ( DYN_pres_beg[k,:] - DYN_pres_beg[k+1,:] ) / Grav
892    DYN_mass_end[k,:] = ( DYN_pres_end[k,:] - DYN_pres_end[k+1,:] ) / Grav
893
894DYN_mass_beg_2D = DYN_mass_beg.sum (dim='sigs')
895DYN_mass_end_2D = DYN_mass_end.sum (dim='sigs')
896
897DYN_mas_air_beg = DYN_stock_int ( DYN_mass_beg_2D )
898DYN_mas_air_end = DYN_stock_int ( DYN_mass_end_2D )
899
900echo ( 'Vertical and horizontal integral, and sum of liquid, solid and vapor water phases' )
901if LMDZ :
902    if 'H2Ov' in d_DYN_beg.variables :
903        echo ('reading LATLON : H2Ov, H2Ol, H2Oi' )
904        DYN_wat_beg = lmdz.geo3point ( d_DYN_beg['H2Ov'] + d_DYN_beg['H2Ol'] + d_DYN_beg['H2Oi'].isel(rlonv=slice(0,-1) ), dim1D='cell' )
905        DYN_wat_end = lmdz.geo3point ( d_DYN_end['H2Ov'] + d_DYN_end['H2Ol'] + d_DYN_end['H2Oi'].isel(rlonv=slice(0,-1) ), dim1D='cell' )
906    if 'H2Ov_g' in d_DYN_beg.variables :
907        echo ('reading LATLON : H2O_g, H2O_l, H2O_s' )
908        DYN_wat_beg = lmdz.geo3point ( (d_DYN_beg['H2O_g'] + d_DYN_beg['H2O_l'] + d_DYN_beg['H2O_s']).isel(rlonv=slice(0,-1) ), dim1D='cell' )
909        DYN_wat_end = lmdz.geo3point ( (d_DYN_end['H2O_g'] + d_DYN_end['H2O_l'] + d_DYN_end['H2O_s']).isel(rlonv=slice(0,-1) ), dim1D='cell' )
910if ICO :
911    if 'H2Ov_g' in d_DYN_beg.variables :
912        echo ('reading ICO : H2O_g, H2O_l, H2O_s' )
913        DYN_wat_beg = (d_DYN_beg['H2O_g'] + d_DYN_beg['H2O_l'] + d_DYN_beg['H2O_s'])[..., DYN_beg_keysort]
914        DYN_wat_end = (d_DYN_end['H2O_g'] + d_DYN_end['H2O_l'] + d_DYN_end['H2O_s'])[..., DYN_beg_keysort]
915    elif 'H2O_g' in d_DYN_beg.variables :
916        echo ('reading ICO : H2O_g, H2O_l, H2O_s' )
917        DYN_wat_beg = (d_DYN_beg['H2O_g'] + d_DYN_beg['H2O_l'] + d_DYN_beg['H2O_s'])[..., DYN_beg_keysort]
918        DYN_wat_end = (d_DYN_end['H2O_g'] + d_DYN_end['H2O_l'] + d_DYN_end['H2O_s'])[..., DYN_beg_keysort]
919    elif 'q' in d_DYN_beg.variables :
920        echo ('reading ICO : q' )
921        DYN_wat_beg = (d_DYN_beg['q'].isel(nq=0) + d_DYN_beg['q'].isel(nq=1) + d_DYN_beg['q'].isel(nq=2) )[..., DYN_beg_keysort]
922        DYN_wat_end = (d_DYN_end['q'].isel(nq=0) + d_DYN_end['q'].isel(nq=1) + d_DYN_end['q'].isel(nq=2) )[..., DYN_beg_keysort]
923
924if 'lev' in DYN_wat_beg.dims : 
925    DYN_wat_beg = DYN_wat_beg.rename ( {'lev':'sigs'} )
926    DYN_wat_end = DYN_wat_end.rename ( {'lev':'sigs'} )
927   
928echo ( 'Compute water content : vertical and horizontal integral' )
929
930DYN_wat_beg_2D =  (DYN_mass_beg * DYN_wat_beg).sum (dim='sigs')
931DYN_wat_end_2D =  (DYN_mass_end * DYN_wat_end).sum (dim='sigs')
932
933DYN_mas_wat_beg = DYN_stock_int ( DYN_wat_beg_2D )
934DYN_mas_wat_end = DYN_stock_int ( DYN_wat_end_2D )
935
936echo ( 'Variation of water content' )
937dDYN_mas_wat = DYN_mas_wat_end - DYN_mas_wat_beg
938
939echo ( f'\nChange of atmosphere water content (dynamics)  -- {Title} ' )
940echo ( '------------------------------------------------------------------------------------' )
941echo ( 'DYN_mas_air_beg = {:12.6e} kg | DYN_mas_air_end = {:12.6e} kg'.format (DYN_mas_air_beg, DYN_mas_air_end) )
942echo ( 'DYN_mas_wat_beg = {:12.6e} kg | DYN_mas_wat_end = {:12.6e} kg'.format (DYN_mas_wat_beg, DYN_mas_wat_end) )
943prtFlux ( 'dMass (atm)  ', dDYN_mas_wat, 'e', True )
944
945ATM_sno_beg = d_ATM_beg['SNOW01']*d_ATM_beg['FTER'] + d_ATM_beg['SNOW02']*d_ATM_beg['FLIC'] + \
946              d_ATM_beg['SNOW03']*d_ATM_beg['FOCE'] + d_ATM_beg['SNOW04']*d_ATM_beg['FSIC']
947ATM_sno_end = d_ATM_end['SNOW01']*d_ATM_end['FTER'] + d_ATM_end['SNOW02']*d_ATM_end['FLIC'] + \
948              d_ATM_end['SNOW03']*d_ATM_end['FOCE'] + d_ATM_end['SNOW04']*d_ATM_end['FSIC']
949
950ATM_qs_beg  = d_ATM_beg['QS01']  *d_ATM_beg['FTER'] + d_ATM_beg['QS02']  *d_ATM_beg['FLIC'] + \
951              d_ATM_beg['QS03']  *d_ATM_beg['FOCE'] + d_ATM_beg['QS04']  *d_ATM_beg['FSIC']
952ATM_qs_end  = d_ATM_end['QS01']  *d_ATM_end['FTER'] + d_ATM_end['QS02']  *d_ATM_end['FLIC'] + \
953              d_ATM_end['QS03']  *d_ATM_end['FOCE'] + d_ATM_end['QS04']  *d_ATM_end['FSIC']
954
955ATM_qsol_beg     = d_ATM_beg['QSOL']
956ATM_qsol_end     = d_ATM_end['QSOL']
957
958LIC_sno_beg      = d_ATM_beg['SNOW02']*d_ATM_beg['FLIC']
959LIC_sno_end      = d_ATM_end['SNOW02']*d_ATM_end['FLIC']
960
961LIC_runlic0_beg  = d_ATM_beg['RUNOFFLIC0']
962LIC_runlic0_end  = d_ATM_end['RUNOFFLIC0']
963
964ATM_qs01_beg     = d_ATM_beg['QS01'] * d_ATM_beg['FTER']
965ATM_qs02_beg     = d_ATM_beg['QS02'] * d_ATM_beg['FLIC']
966ATM_qs03_beg     = d_ATM_beg['QS03'] * d_ATM_beg['FOCE']
967ATM_qs04_beg     = d_ATM_beg['QS04'] * d_ATM_beg['FSIC']
968
969ATM_qs01_end     = d_ATM_end['QS01'] * d_ATM_end['FTER']
970ATM_qs02_end     = d_ATM_end['QS02'] * d_ATM_end['FLIC']
971ATM_qs03_end     = d_ATM_end['QS03'] * d_ATM_end['FOCE']
972ATM_qs04_end     = d_ATM_end['QS04'] * d_ATM_end['FSIC'] 
973
974if ICO :
975     ATM_sno_beg     = ATM_sno_beg    [ATM_beg_keysort]
976     ATM_sno_end     = ATM_sno_end    [ATM_end_keysort]
977     ATM_qs_beg      = ATM_qs_beg     [ATM_beg_keysort]
978     ATM_qs_end      = ATM_qs_end     [ATM_end_keysort]
979     ATM_qsol_beg    = ATM_qsol_beg   [ATM_beg_keysort]
980     ATM_qs01_beg    = ATM_qs01_beg   [ATM_beg_keysort]
981     ATM_qs02_beg    = ATM_qs02_beg   [ATM_beg_keysort]
982     ATM_qs03_beg    = ATM_qs03_beg   [ATM_beg_keysort]
983     ATM_qs04_beg    = ATM_qs04_beg   [ATM_beg_keysort]
984     ATM_qsol_end    = ATM_qsol_end   [ATM_end_keysort]
985     ATM_qs01_end    = ATM_qs01_end   [ATM_end_keysort]
986     ATM_qs02_end    = ATM_qs02_end   [ATM_end_keysort]
987     ATM_qs03_end    = ATM_qs03_end   [ATM_end_keysort]
988     ATM_qs04_end    = ATM_qs04_end   [ATM_end_keysort]
989     LIC_sno_beg     = LIC_sno_beg    [ATM_beg_keysort]
990     LIC_sno_end     = LIC_sno_end    [ATM_end_keysort]
991     LIC_runlic0_beg = LIC_runlic0_beg[ATM_beg_keysort]
992     LIC_runlic0_end = LIC_runlic0_end[ATM_end_keysort]
993   
994LIC_qs_beg = ATM_qs02_beg
995LIC_qs_end = ATM_qs02_end
996
997ATM_mas_sno_beg     = DYN_stock_int ( ATM_sno_beg  )
998ATM_mas_sno_end     = DYN_stock_int ( ATM_sno_end  )
999
1000ATM_mas_qs_beg      = DYN_stock_int ( ATM_qs_beg   )
1001ATM_mas_qs_end      = DYN_stock_int ( ATM_qs_end   )
1002ATM_mas_qsol_beg    = DYN_stock_int ( ATM_qsol_beg )
1003ATM_mas_qs01_beg    = DYN_stock_int ( ATM_qs01_beg )
1004ATM_mas_qs02_beg    = DYN_stock_int ( ATM_qs02_beg )
1005ATM_mas_qs03_beg    = DYN_stock_int ( ATM_qs03_beg )
1006ATM_mas_qs04_beg    = DYN_stock_int ( ATM_qs04_beg )
1007ATM_mas_qsol_end    = DYN_stock_int ( ATM_qsol_end )
1008ATM_mas_qs01_end    = DYN_stock_int ( ATM_qs01_end )
1009ATM_mas_qs02_end    = DYN_stock_int ( ATM_qs02_end )
1010ATM_mas_qs03_end    = DYN_stock_int ( ATM_qs03_end )
1011ATM_mas_qs04_end    = DYN_stock_int ( ATM_qs04_end )
1012
1013LIC_mas_sno_beg     = DYN_stock_int ( LIC_sno_beg     )
1014LIC_mas_sno_end     = DYN_stock_int ( LIC_sno_end     )
1015LIC_mas_runlic0_beg = DYN_stock_int ( LIC_runlic0_beg )
1016LIC_mas_runlic0_end = DYN_stock_int ( LIC_runlic0_end )
1017
1018LIC_mas_qs_beg  = ATM_mas_qs02_beg
1019LIC_mas_qs_end  = ATM_mas_qs02_end
1020LIC_mas_wat_beg = LIC_mas_qs_beg + LIC_mas_sno_beg
1021LIC_mas_wat_end = LIC_mas_qs_end + LIC_mas_sno_end
1022
1023dATM_mas_sno  = ATM_mas_sno_end  - ATM_mas_sno_beg
1024dATM_mas_qs   = ATM_mas_qs_end   - ATM_mas_qs_beg
1025dATM_mas_qsol = ATM_mas_qsol_end - ATM_mas_qsol_beg
1026
1027dATM_mas_qs01 = ATM_mas_qs01_end - ATM_mas_qs01_beg
1028dATM_mas_qs02 = ATM_mas_qs02_end - ATM_mas_qs02_beg
1029dATM_mas_qs03 = ATM_mas_qs03_end - ATM_mas_qs03_beg
1030dATM_mas_qs04 = ATM_mas_qs04_end - ATM_mas_qs04_beg
1031
1032dLIC_mas_qs      = LIC_mas_qs_end      - LIC_mas_qs_beg
1033dLIC_mas_sno     = LIC_mas_sno_end     - LIC_mas_sno_beg
1034dLIC_mas_runlic0 = LIC_mas_runlic0_end - LIC_mas_runlic0_beg
1035
1036dLIC_mas_wat     = dLIC_mas_qs + dLIC_mas_sno # + dLIC_mas_runlic0
1037
1038echo ( f'\nChange of atmosphere snow content (Land ice) -- {Title} ' )
1039echo ( '------------------------------------------------------------------------------------' )
1040echo ( 'ATM_mas_sno_beg  = {:12.6e} kg | ATM_mas_sno_end  = {:12.6e} kg'.format (ATM_mas_sno_beg, ATM_mas_sno_end) )
1041prtFlux ( 'dMass (neige atm) ', dATM_mas_sno  , 'e', True  )
1042
1043echo ( f'\nChange of soil humidity content -- {Title} ' )
1044echo ( '------------------------------------------------------------------------------------' )
1045echo ( 'ATM_mas_qs_beg  = {:12.6e} kg | ATM_mas_qs_end  = {:12.6e} kg'.format (ATM_mas_qs_beg, ATM_mas_qs_end) )
1046prtFlux ( 'dMass (neige atm) ', dATM_mas_qs, 'e', True )
1047
1048echo ( f'\nChange of atmosphere water+snow content -- {Title}  ' )
1049echo ( '------------------------------------------------------------------------------------' )
1050prtFlux ( 'dMass (eau + neige atm) ', dDYN_mas_wat + dATM_mas_sno , 'e', True)
1051
1052echo ( '\n====================================================================================' )
1053echo ( f'-- SRF changes  -- {Title} ' )
1054
1055if Routing == 'SIMPLE' :
1056    RUN_mas_wat_fast_beg   = ONE_stock_int ( d_RUN_beg ['fast_reservoir']   )
1057    RUN_mas_wat_slow_beg   = ONE_stock_int ( d_RUN_beg ['slow_reservoir']   )
1058    RUN_mas_wat_stream_beg = ONE_stock_int ( d_RUN_beg ['stream_reservoir'] )
1059   
1060    RUN_mas_wat_flood_beg  = ONE_stock_int ( d_SRF_beg ['floodres']  )
1061    RUN_mas_wat_lake_beg   = ONE_stock_int ( d_SRF_beg ['lakeres']   )
1062    RUN_mas_wat_pond_beg   = ONE_stock_int ( d_SRF_beg ['pondres']   )
1063   
1064    RUN_mas_wat_fast_end   = ONE_stock_int ( d_RUN_end ['fast_reservoir']   )
1065    RUN_mas_wat_slow_end   = ONE_stock_int ( d_RUN_end ['slow_reservoir']   )
1066    RUN_mas_wat_stream_end = ONE_stock_int ( d_RUN_end ['stream_reservoir'] )
1067   
1068    RUN_mas_wat_flood_end  = ONE_stock_int ( d_SRF_end ['floodres']  )
1069    RUN_mas_wat_lake_end   = ONE_stock_int ( d_SRF_end ['lakeres']   )
1070    RUN_mas_wat_pond_end   = ONE_stock_int ( d_SRF_end ['pondres']   )
1071
1072if Routing == 'SECHIBA' :
1073    RUN_mas_wat_fast_beg   = ONE_stock_int ( d_SRF_beg ['fastres']   )
1074    RUN_mas_wat_slow_beg   = ONE_stock_int ( d_SRF_beg ['slowres']   )
1075    RUN_mas_wat_stream_beg = ONE_stock_int ( d_SRF_beg ['streamres'] )
1076    RUN_mas_wat_flood_beg  = ONE_stock_int ( d_SRF_beg ['floodres']  )
1077    RUN_mas_wat_lake_beg   = ONE_stock_int ( d_SRF_beg ['lakeres']   )
1078    RUN_mas_wat_pond_beg   = ONE_stock_int ( d_SRF_beg ['pondres']   )
1079   
1080    RUN_mas_wat_fast_end   = ONE_stock_int ( d_SRF_end ['fastres']   )
1081    RUN_mas_wat_slow_end   = ONE_stock_int ( d_SRF_end ['slowres']   )
1082    RUN_mas_wat_stream_end = ONE_stock_int ( d_SRF_end ['streamres'] )
1083    RUN_mas_wat_flood_end  = ONE_stock_int ( d_SRF_end ['floodres']  )
1084    RUN_mas_wat_lake_end   = ONE_stock_int ( d_SRF_end ['lakeres']   )
1085    RUN_mas_wat_pond_end   = ONE_stock_int ( d_SRF_end ['pondres']   )
1086
1087RUN_mas_wat_beg = Sprec ( [RUN_mas_wat_fast_beg , RUN_mas_wat_slow_beg, RUN_mas_wat_stream_beg,
1088                           RUN_mas_wat_flood_beg, RUN_mas_wat_lake_beg, RUN_mas_wat_pond_beg] )
1089                 
1090RUN_mas_wat_end = Sprec ( [RUN_mas_wat_fast_end  , RUN_mas_wat_slow_end , RUN_mas_wat_stream_end,
1091                           RUN_mas_wat_flood_end , RUN_mas_wat_lake_end , RUN_mas_wat_pond_end] )
1092
1093dRUN_mas_wat_fast   = RUN_mas_wat_fast_end   - RUN_mas_wat_fast_beg
1094dRUN_mas_wat_slow   = RUN_mas_wat_slow_end   - RUN_mas_wat_slow_beg
1095dRUN_mas_wat_stream = RUN_mas_wat_stream_end - RUN_mas_wat_stream_beg
1096dRUN_mas_wat_flood  = RUN_mas_wat_flood_end  - RUN_mas_wat_flood_beg
1097dRUN_mas_wat_lake   = RUN_mas_wat_lake_end   - RUN_mas_wat_lake_beg
1098dRUN_mas_wat_pond   = RUN_mas_wat_pond_end   - RUN_mas_wat_pond_beg
1099
1100dRUN_mas_wat        = RUN_mas_wat_end        - RUN_mas_wat_beg
1101
1102echo ( f'\nRunoff reservoirs -- {Title} ')
1103echo ( f'------------------------------------------------------------------------------------' )
1104echo ( f'RUN_mas_wat_fast_beg   = {RUN_mas_wat_fast_beg  :12.6e} kg | RUN_mas_wat_fast_end   = {RUN_mas_wat_fast_end  :12.6e} kg ' )
1105echo ( f'RUN_mas_wat_slow_beg   = {RUN_mas_wat_slow_beg  :12.6e} kg | RUN_mas_wat_slow_end   = {RUN_mas_wat_slow_end  :12.6e} kg ' )
1106echo ( f'RUN_mas_wat_stream_beg = {RUN_mas_wat_stream_beg:12.6e} kg | RUN_mas_wat_stream_end = {RUN_mas_wat_stream_end:12.6e} kg ' )
1107echo ( f'RUN_mas_wat_flood_beg  = {RUN_mas_wat_flood_beg :12.6e} kg | RUN_mas_wat_flood_end  = {RUN_mas_wat_flood_end :12.6e} kg ' )
1108echo ( f'RUN_mas_wat_lake_beg   = {RUN_mas_wat_lake_beg  :12.6e} kg | RUN_mas_wat_lake_end   = {RUN_mas_wat_lake_end  :12.6e} kg ' )
1109echo ( f'RUN_mas_wat_pond_beg   = {RUN_mas_wat_pond_beg  :12.6e} kg | RUN_mas_wat_pond_end   = {RUN_mas_wat_pond_end  :12.6e} kg ' )
1110echo ( f'RUN_mas_wat_beg        = {RUN_mas_wat_beg       :12.6e} kg | RUN_mas_wat_end        = {RUN_mas_wat_end       :12.6e} kg ' )
1111
1112echo ( '------------------------------------------------------------------------------------' )
1113
1114prtFlux ( 'dMass (fast)   ', dRUN_mas_wat_fast  , 'e', True )
1115prtFlux ( 'dMass (slow)   ', dRUN_mas_wat_slow  , 'e', True )
1116prtFlux ( 'dMass (stream) ', dRUN_mas_wat_stream, 'e', True )
1117prtFlux ( 'dMass (flood)  ', dRUN_mas_wat_flood , 'e', True )
1118prtFlux ( 'dMass (lake)   ', dRUN_mas_wat_lake  , 'e', True )
1119prtFlux ( 'dMass (pond)   ', dRUN_mas_wat_pond  , 'e', True )
1120prtFlux ( 'dMass (all)    ', dRUN_mas_wat       , 'e', True )
1121
1122echo ( f'\nWater content in routing  -- {Title} ' )
1123echo ( '------------------------------------------------------------------------------------' )
1124echo ( f'RUN_mas_wat_beg = {RUN_mas_wat_end:12.6e} kg | RUN_mas_wat_end = {RUN_mas_wat_end:12.6e} kg' )
1125prtFlux ( 'dMass (routing) ', dRUN_mas_wat , 'e', True   )
1126
1127echo ( '\n====================================================================================' )
1128print (f'Reading SRF restart')
1129SRF_tot_watveg_beg  = d_SRF_beg['tot_watveg_beg']  ; SRF_tot_watveg_beg  = SRF_tot_watveg_beg .where (SRF_tot_watveg_beg  < 1E15, 0.)
1130SRF_tot_watsoil_beg = d_SRF_beg['tot_watsoil_beg'] ; SRF_tot_watsoil_beg = SRF_tot_watsoil_beg.where (SRF_tot_watsoil_beg < 1E15, 0.)
1131SRF_snow_beg        = d_SRF_beg['snow_beg']        ; SRF_snow_beg        = SRF_snow_beg       .where (SRF_snow_beg        < 1E15, 0.)
1132SRF_lakeres_beg     = d_SRF_beg['lakeres']         ; SRF_lakeres_beg     = SRF_lakeres_beg    .where (SRF_lakeres_beg     < 1E15, 0.)
1133
1134SRF_tot_watveg_end  = d_SRF_end['tot_watveg_beg']  ; SRF_tot_watveg_end  = SRF_tot_watveg_end .where (SRF_tot_watveg_end  < 1E15, 0.)
1135SRF_tot_watsoil_end = d_SRF_end['tot_watsoil_beg'] ; SRF_tot_watsoil_end = SRF_tot_watsoil_end.where (SRF_tot_watsoil_end < 1E15, 0.)
1136SRF_snow_end        = d_SRF_end['snow_beg']        ; SRF_snow_end        = SRF_snow_end       .where (SRF_snow_end        < 1E15, 0.)
1137SRF_lakeres_end     = d_SRF_end['lakeres']         ; SRF_lakeres_end     = SRF_lakeres_end    .where (SRF_lakeres_end     < 1E15, 0.)
1138
1139if LMDZ :
1140    SRF_tot_watveg_beg  = lmdz.geo2point (SRF_tot_watveg_beg , dim1D='cell')
1141    SRF_tot_watsoil_beg = lmdz.geo2point (SRF_tot_watsoil_beg, dim1D='cell')
1142    SRF_snow_beg        = lmdz.geo2point (SRF_snow_beg       , dim1D='cell')
1143    SRF_lakeres_beg     = lmdz.geo2point (SRF_lakeres_beg    , dim1D='cell')
1144    SRF_tot_watveg_end  = lmdz.geo2point (SRF_tot_watveg_end , dim1D='cell')
1145    SRF_tot_watsoil_end = lmdz.geo2point (SRF_tot_watsoil_end, dim1D='cell')
1146    SRF_snow_end        = lmdz.geo2point (SRF_snow_end       , dim1D='cell')
1147    SRF_lakeres_end     = lmdz.geo2point (SRF_lakeres_end    , dim1D='cell')
1148 
1149if ICO :
1150    SRF_tot_watveg_beg  = SRF_tot_watveg_beg  [SRF_beg_keysort]
1151    SRF_tot_watsoil_beg = SRF_tot_watsoil_beg [SRF_beg_keysort]
1152    SRF_snow_beg        = SRF_snow_beg        [SRF_beg_keysort]
1153    SRF_lakeres_beg     = SRF_lakeres_beg     [SRF_beg_keysort]
1154    SRF_tot_watveg_end  = SRF_tot_watveg_end  [SRF_end_keysort]
1155    SRF_tot_watsoil_end = SRF_tot_watsoil_end [SRF_end_keysort]
1156    SRF_snow_end        = SRF_snow_end        [SRF_end_keysort]
1157    SRF_lakeres_end     = SRF_lakeres_end     [SRF_end_keysort]
1158
1159# Stock dSoilHum dInterce dSWE dStream dFastR dSlowR dLake dPond dFlood
1160
1161SRF_wat_beg = SRF_tot_watveg_beg + SRF_tot_watsoil_beg + SRF_snow_beg
1162SRF_wat_end = SRF_tot_watveg_end + SRF_tot_watsoil_end + SRF_snow_end
1163
1164echo ( '\n====================================================================================' )
1165print ('Computing integrals')
1166
1167print ( ' 1/8', end='' ) ; sys.stdout.flush ()
1168SRF_mas_watveg_beg   = SRF_stock_int ( SRF_tot_watveg_beg  )
1169print ( ' 2/8', end='' ) ; sys.stdout.flush ()
1170SRF_mas_watsoil_beg  = SRF_stock_int ( SRF_tot_watsoil_beg )
1171print ( ' 3/8', end='' ) ; sys.stdout.flush ()
1172SRF_mas_snow_beg     = SRF_stock_int ( SRF_snow_beg        )
1173print ( ' 4/8', end='' ) ; sys.stdout.flush ()
1174SRF_mas_lake_beg     = ONE_stock_int ( SRF_lakeres_beg     )
1175print ( ' 5/8', end='' ) ; sys.stdout.flush ()
1176
1177SRF_mas_watveg_end   = SRF_stock_int ( SRF_tot_watveg_end  )
1178print ( ' 6/8', end='' ) ; sys.stdout.flush ()
1179SRF_mas_watsoil_end  = SRF_stock_int ( SRF_tot_watsoil_end )
1180print ( ' 7/8', end='' ) ; sys.stdout.flush ()
1181SRF_mas_snow_end     = SRF_stock_int ( SRF_snow_end        )
1182print ( ' 8/8', end='' ) ; sys.stdout.flush ()
1183SRF_mas_lake_end     = ONE_stock_int ( SRF_lakeres_end     )
1184
1185print (' -- ') ; sys.stdout.flush ()
1186
1187dSRF_mas_watveg   = Sprec ( [SRF_mas_watveg_end , -SRF_mas_watveg_beg] )
1188dSRF_mas_watsoil  = Sprec ( [SRF_mas_watsoil_end, -SRF_mas_watsoil_beg] )
1189dSRF_mas_snow     = Sprec ( [SRF_mas_snow_end   , -SRF_mas_snow_beg] )
1190dSRF_mas_lake     = Sprec ( [SRF_mas_lake_end   , -SRF_mas_lake_beg] )
1191
1192echo ( '------------------------------------------------------------------------------------' )
1193echo ( f'\nSurface reservoirs  -- {Title} ')
1194echo ( f'SRF_mas_watveg_beg   = {SRF_mas_watveg_beg :12.6e} kg | SRF_mas_watveg_end   = {SRF_mas_watveg_end :12.6e} kg ' )
1195echo ( f'SRF_mas_watsoil_beg  = {SRF_mas_watsoil_beg:12.6e} kg | SRF_mas_watsoil_end  = {SRF_mas_watsoil_end:12.6e} kg ' )
1196echo ( f'SRF_mas_snow_beg     = {SRF_mas_snow_beg   :12.6e} kg | SRF_mas_snow_end     = {SRF_mas_snow_end   :12.6e} kg ' )
1197echo ( f'SRF_mas_lake_beg     = {SRF_mas_lake_beg   :12.6e} kg | SRF_mas_lake_end     = {SRF_mas_lake_end   :12.6e} kg ' )
1198
1199prtFlux ( 'dMass (watveg) ', dSRF_mas_watveg , 'e' , True )
1200prtFlux ( 'dMass (watsoil)', dSRF_mas_watsoil, 'e' , True )
1201prtFlux ( 'dMass (snow)   ', dSRF_mas_snow   , 'e' , True )
1202prtFlux ( 'dMass (lake)   ', dSRF_mas_lake   , 'e' , True )
1203
1204SRF_mas_wat_beg = Sprec ( [SRF_mas_watveg_beg , SRF_mas_watsoil_beg, SRF_mas_snow_beg] )
1205SRF_mas_wat_end = Sprec ( [SRF_mas_watveg_end , SRF_mas_watsoil_end, SRF_mas_snow_end] )
1206
1207dSRF_mas_wat    = Sprec ( [+SRF_mas_watveg_end , +SRF_mas_watsoil_end, +SRF_mas_snow_end, 
1208                           -SRF_mas_watveg_beg , -SRF_mas_watsoil_beg, -SRF_mas_snow_beg]  )
1209
1210echo ( '------------------------------------------------------------------------------------' )
1211echo ( f'Water content in surface  -- {Title} ' )
1212echo ( f'SRF_mas_wat_beg   = {SRF_mas_wat_beg:12.6e} kg | SRF_mas_wat_end  = {SRF_mas_wat_end:12.6e} kg ')
1213prtFlux ( 'dMass (water srf)', dSRF_mas_wat, 'e', True )
1214
1215echo ( '------------------------------------------------------------------------------------' )
1216echo ( 'Water content in  ATM + SRF + RUN + LAKE' )
1217echo ( 'mas_wat_beg = {:12.6e} kg | mas_wat_end = {:12.6e} kg '.
1218           format (DYN_mas_wat_beg + ATM_mas_sno_beg + RUN_mas_wat_beg + SRF_mas_wat_beg + SRF_mas_lake_beg ,
1219                   DYN_mas_wat_end + ATM_mas_sno_end + RUN_mas_wat_end + SRF_mas_wat_end + SRF_mas_lake_end ) )
1220prtFlux ( 'dMass (water atm+srf+run+lake)', dDYN_mas_wat + dATM_mas_sno + dRUN_mas_wat + dSRF_mas_wat + dSRF_mas_lake, 'e', True)
1221
1222echo ( '\n====================================================================================' )
1223echo ( f'-- ATM Fluxes  -- {Title} ' )
1224
1225if ATM_HIS == 'latlon' :
1226    echo ( ' latlon case' )
1227    ATM_wbilo_oce   = lmdz.geo2point ( rprec (d_ATM_his ['wbilo_oce']), dim1D='cell' )
1228    ATM_wbilo_sic   = lmdz.geo2point ( rprec (d_ATM_his ['wbilo_sic']), dim1D='cell' )
1229    ATM_wbilo_ter   = lmdz.geo2point ( rprec (d_ATM_his ['wbilo_ter']), dim1D='cell' )
1230    ATM_wbilo_lic   = lmdz.geo2point ( rprec (d_ATM_his ['wbilo_lic']), dim1D='cell' )
1231    ATM_runofflic   = lmdz.geo2point ( rprec (d_ATM_his ['runofflic']), dim1D='cell' )
1232    ATM_fqcalving   = lmdz.geo2point ( rprec (d_ATM_his ['fqcalving']), dim1D='cell' )
1233    ATM_fqfonte     = lmdz.geo2point ( rprec (d_ATM_his ['fqfonte']  ), dim1D='cell' )
1234    ATM_precip      = lmdz.geo2point ( rprec (d_ATM_his ['precip']   ), dim1D='cell' )
1235    ATM_snowf       = lmdz.geo2point ( rprec (d_ATM_his ['snow']     ), dim1D='cell' )
1236    ATM_evap        = lmdz.geo2point ( rprec (d_ATM_his ['evap']     ), dim1D='cell' )
1237    ATM_wevap_ter   = lmdz.geo2point ( rprec (d_ATM_his ['wevap_ter']), dim1D='cell' )
1238    ATM_wevap_oce   = lmdz.geo2point ( rprec (d_ATM_his ['wevap_oce']), dim1D='cell' )
1239    ATM_wevap_lic   = lmdz.geo2point ( rprec (d_ATM_his ['wevap_lic']), dim1D='cell' )
1240    ATM_wevap_sic   = lmdz.geo2point ( rprec (d_ATM_his ['wevap_sic']), dim1D='cell' )
1241    ATM_wrain_ter   = lmdz.geo2point ( rprec (d_ATM_his ['wrain_ter']), dim1D='cell' )
1242    ATM_wrain_oce   = lmdz.geo2point ( rprec (d_ATM_his ['wrain_oce']), dim1D='cell' )
1243    ATM_wrain_lic   = lmdz.geo2point ( rprec (d_ATM_his ['wrain_lic']), dim1D='cell' )
1244    ATM_wrain_sic   = lmdz.geo2point ( rprec (d_ATM_his ['wrain_sic']), dim1D='cell' )
1245    ATM_wsnow_ter   = lmdz.geo2point ( rprec (d_ATM_his ['wsnow_ter']), dim1D='cell' )
1246    ATM_wsnow_oce   = lmdz.geo2point ( rprec (d_ATM_his ['wsnow_oce']), dim1D='cell' )
1247    ATM_wsnow_lic   = lmdz.geo2point ( rprec (d_ATM_his ['wsnow_lic']), dim1D='cell' )
1248    ATM_wsnow_sic   = lmdz.geo2point ( rprec (d_ATM_his ['wsnow_sic']), dim1D='cell' )
1249    ATM_runofflic   = lmdz.geo2point ( rprec (d_ATM_his ['runofflic']), dim1D='cell' )
1250    echo ( f'End of LATLON case')
1251   
1252if ATM_HIS == 'ico' :
1253    echo (' ico case')
1254    ATM_wbilo_oce   = rprec (d_ATM_his ['wbilo_oce'])[..., ATM_his_keysort]
1255    ATM_wbilo_sic   = rprec (d_ATM_his ['wbilo_sic'])[..., ATM_his_keysort]
1256    ATM_wbilo_ter   = rprec (d_ATM_his ['wbilo_ter'])[..., ATM_his_keysort]
1257    ATM_wbilo_lic   = rprec (d_ATM_his ['wbilo_lic'])[..., ATM_his_keysort]
1258    ATM_runofflic   = rprec (d_ATM_his ['runofflic'])[..., ATM_his_keysort]
1259    ATM_fqcalving   = rprec (d_ATM_his ['fqcalving'])[..., ATM_his_keysort]
1260    ATM_fqfonte     = rprec (d_ATM_his ['fqfonte']  )[..., ATM_his_keysort]
1261    ATM_precip      = rprec (d_ATM_his ['precip']   )[..., ATM_his_keysort]
1262    ATM_snowf       = rprec (d_ATM_his ['snow']     )[..., ATM_his_keysort]
1263    ATM_evap        = rprec (d_ATM_his ['evap']     )[..., ATM_his_keysort]
1264    ATM_wevap_ter   = rprec (d_ATM_his ['wevap_ter'])[..., ATM_his_keysort]
1265    ATM_wevap_oce   = rprec (d_ATM_his ['wevap_oce'])[..., ATM_his_keysort]
1266    ATM_wevap_lic   = rprec (d_ATM_his ['wevap_lic'])[..., ATM_his_keysort]
1267    ATM_wevap_sic   = rprec (d_ATM_his ['wevap_sic'])[..., ATM_his_keysort]
1268    ATM_runofflic   = rprec (d_ATM_his ['runofflic'])[..., ATM_his_keysort]
1269    ATM_wevap_ter   = rprec (d_ATM_his ['wevap_ter'])[..., ATM_his_keysort]
1270    ATM_wevap_oce   = rprec (d_ATM_his ['wevap_oce'])[..., ATM_his_keysort]
1271    ATM_wevap_lic   = rprec (d_ATM_his ['wevap_lic'])[..., ATM_his_keysort]
1272    ATM_wevap_sic   = rprec (d_ATM_his ['wevap_sic'])[..., ATM_his_keysort]
1273    ATM_wrain_ter   = rprec (d_ATM_his ['wrain_ter'])[..., ATM_his_keysort]
1274    ATM_wrain_oce   = rprec (d_ATM_his ['wrain_oce'])[..., ATM_his_keysort]
1275    ATM_wrain_lic   = rprec (d_ATM_his ['wrain_lic'])[..., ATM_his_keysort]
1276    ATM_wrain_sic   = rprec (d_ATM_his ['wrain_sic'])[..., ATM_his_keysort]
1277    ATM_wsnow_ter   = rprec (d_ATM_his ['wsnow_ter'])[..., ATM_his_keysort]
1278    ATM_wsnow_oce   = rprec (d_ATM_his ['wsnow_oce'])[..., ATM_his_keysort]
1279    ATM_wsnow_lic   = rprec (d_ATM_his ['wsnow_lic'])[..., ATM_his_keysort]
1280    ATM_wsnow_sic   = rprec (d_ATM_his ['wsnow_sic'])[..., ATM_his_keysort]
1281    echo ( f'End of ico case ')
1282
1283echo ( 'ATM wprecip_oce' )
1284ATM_wprecip_oce = ATM_wrain_oce + ATM_wsnow_oce
1285ATM_wprecip_ter = ATM_wrain_ter + ATM_wsnow_ter
1286ATM_wprecip_sic = ATM_wrain_sic + ATM_wsnow_sic
1287ATM_wprecip_lic = ATM_wrain_lic + ATM_wsnow_lic
1288
1289ATM_wbilo       = ATM_wbilo_oce   + ATM_wbilo_sic   + ATM_wbilo_ter   + ATM_wbilo_lic
1290ATM_wevap       = ATM_wevap_oce   + ATM_wevap_sic   + ATM_wevap_ter   + ATM_wevap_lic
1291ATM_wprecip     = ATM_wprecip_oce + ATM_wprecip_sic + ATM_wprecip_ter + ATM_wprecip_lic
1292ATM_wsnow       = ATM_wsnow_oce   + ATM_wsnow_sic   + ATM_wsnow_ter   + ATM_wsnow_lic
1293ATM_wrain       = ATM_wrain_oce   + ATM_wrain_sic   + ATM_wrain_ter   + ATM_wrain_lic
1294ATM_wemp        = ATM_wevap - ATM_wprecip
1295ATM_emp         = ATM_evap  - ATM_precip
1296
1297ATM_wprecip_sea = ATM_wprecip_oce + ATM_wprecip_sic
1298ATM_wsnow_sea   = ATM_wsnow_oce   + ATM_wsnow_sic
1299ATM_wrain_sea   = ATM_wrain_oce   + ATM_wrain_sic
1300ATM_wbilo_sea   = ATM_wbilo_oce   + ATM_wbilo_sic
1301ATM_wevap_sea   = ATM_wevap_sic   + ATM_wevap_oce
1302
1303ATM_wemp_ter    = ATM_wevap_ter - ATM_wprecip_ter
1304ATM_wemp_oce    = ATM_wevap_oce - ATM_wprecip_oce
1305ATM_wemp_sic    = ATM_wevap_sic - ATM_wprecip_sic
1306ATM_wemp_lic    = ATM_wevap_lic - ATM_wprecip_lic
1307ATM_wemp_sea    = ATM_wevap_sic - ATM_wprecip_oce
1308
1309if RUN_HIS == 'latlon' :
1310    echo ( f'RUN costalflow Grille LATLON' )
1311    if TestInterp :
1312         echo ( f'RUN runoff TestInterp' )
1313         RUN_runoff      = lmdz.geo2point ( rprec (d_RUN_his ['runoff_contfrac_interp']  )   , dim1D='cell' )
1314         RUN_drainage    = lmdz.geo2point ( rprec (d_RUN_his ['drainage_contfrac_interp'])   , dim1D='cell' )
1315    else : 
1316        echo ( f'RUN runoff' )
1317        RUN_runoff      = lmdz.geo2point ( rprec (d_RUN_his ['runoff']         ), dim1D='cell' )
1318        RUN_drainage    = lmdz.geo2point ( rprec (d_RUN_his ['drainage']       ), dim1D='cell' )
1319       
1320    RUN_coastalflow     = lmdz.geo2point ( rprec (d_RUN_his ['coastalflow']    ), dim1D='cell' ) 
1321    RUN_riverflow       = lmdz.geo2point ( rprec (d_RUN_his ['riverflow']      ), dim1D='cell' )
1322    RUN_riversret       = lmdz.geo2point ( rprec (d_RUN_his ['riversret']      ), dim1D='cell' )
1323    RUN_coastalflow_cpl = lmdz.geo2point ( rprec (d_RUN_his ['coastalflow_cpl']), dim1D='cell' ) 
1324    RUN_riverflow_cpl   = lmdz.geo2point ( rprec (d_RUN_his ['riverflow_cpl']  ), dim1D='cell' )
1325
1326if RUN_HIS == 'ico' :
1327    echo ( f'RUN costalflow Grille ICO' )
1328    RUN_coastalflow =  rprec (d_RUN_his ['coastalflow'])[..., RUN_his_keysort]
1329    RUN_riverflow   =  rprec (d_RUN_his ['riverflow']  )[..., RUN_his_keysort]
1330    RUN_runoff      =  rprec (d_RUN_his ['runoff']     )[..., RUN_his_keysort]
1331    RUN_drainage    =  rprec (d_RUN_his ['drainage']   )[..., RUN_his_keysort]
1332    RUN_riversret   =  rprec (d_RUN_his ['riversret']  )[..., RUN_his_keysort]
1333   
1334    RUN_coastalflow_cpl = rprec (d_RUN_his ['coastalflow_cpl'])[..., RUN_his_keysort]
1335    RUN_riverflow_cpl   = rprec (d_RUN_his ['riverflow_cpl']  )[..., RUN_his_keysort]
1336
1337Step = 0
1338
1339if SRF_HIS == 'latlon' :
1340    if TestInterp :
1341         echo ( f'SRF rain TestInterp' )
1342         SRF_rain     = lmdz.geo2point ( rprec (d_SRF_his ['rain_contfrac_interp'] ), dim1D='cell')
1343         SRF_evap     = lmdz.geo2point ( rprec (d_SRF_his ['evap_contfrac_interp'] ), dim1D='cell')
1344         SRF_snowf    = lmdz.geo2point ( rprec (d_SRF_his ['snow_contfrac_interp'] ), dim1D='cell')
1345         SRF_subli    = lmdz.geo2point ( rprec (d_SRF_his ['subli_contfrac_interp']), dim1D='cell')
1346         SRF_transpir = lmdz.geo2point ( rprec (d_SRF_his ['transpir_contfrac_interp']).sum(dim='veget'), dim1D='cell' )
1347         SRF_rain.attrs     = d_SRF_his ['rain_contfrac_interp'].attrs
1348         SRF_evap.attrs     = d_SRF_his ['evap_contfrac_interp'].attrs
1349         SRF_snowf.attrs    = d_SRF_his ['snow_contfrac_interp'].attrs
1350         SRF_subli.attrs    = d_SRF_his ['subli_contfrac_interp'].attrs
1351         SRF_transpir.attrs = d_SRF_his ['transpir_contfrac_interp'].attrs
1352    else : 
1353        echo ( f'SRF rain' )
1354        SRF_rain     = lmdz.geo2point ( rprec (d_SRF_his ['rain'] ) , dim1D='cell')
1355        SRF_evap     = lmdz.geo2point ( rprec (d_SRF_his ['evap'] ) , dim1D='cell')
1356        SRF_snowf    = lmdz.geo2point ( rprec (d_SRF_his ['snowf']) , dim1D='cell')
1357        SRF_subli    = lmdz.geo2point ( rprec (d_SRF_his ['subli']) , dim1D='cell')
1358        SRF_transpir = lmdz.geo2point ( rprec (d_SRF_his ['transpir']).sum(dim='veget'), dim1D='cell' )
1359
1360if SRF_HIS == 'ico' :
1361    echo ( f'SRF rain')
1362    SRF_rain     = rprec (d_SRF_his ['rain'] )[..., SRF_his_keysort]
1363    SRF_evap     = rprec (d_SRF_his ['evap'] )[..., SRF_his_keysort]
1364    SRF_snowf    = rprec (d_SRF_his ['snowf'])[..., SRF_his_keysort]
1365    SRF_subli    = rprec (d_SRF_his ['subli'])[..., SRF_his_keysort]
1366    SRF_transpir = rprec (d_SRF_his ['transpir']).sum(dim='veget')[..., SRF_his_keysort]
1367
1368echo ( f'SRF emp' )
1369SRF_transpir.attrs['units'] = d_SRF_his ['transpir'].attrs['units']
1370SRF_emp      = SRF_evap - SRF_rain - SRF_snowf ; SRF_emp.attrs['units'] = SRF_rain.attrs['units']
1371   
1372## Correcting units of SECHIBA variables
1373def mmd2SI ( Var ) :
1374    '''Change unit from mm/d or m^3/s to kg/s if needed'''
1375    if 'units' in VarT.attrs : 
1376        if VarT.attrs['units'] in ['m^3/s', 'm3/s', 'm3.s-1',] :
1377            VarT.values = VarT.values  * ATM_rho                 ;  VarT.attrs['units'] = 'kg/s'
1378        if VarT.attrs['units'] == 'mm/d' :
1379            VarT.values = VarT.values  * ATM_rho * (1e-3/86400.) ;  VarT.attrs['units'] = 'kg/s'
1380        if VarT.attrs['units'] in ['m^3', 'm3', ] :
1381            VarT.values = VarT.values  * ATM_rho                 ;  VarT.attrs['units'] = 'kg'
1382           
1383for var in [ 'runoff', 'drainage', 'riversret', 'coastalflow', 'riverflow', 'coastalflow_cpl', 'riverflow_cpl' ] :
1384    VarT = locals()['RUN_' + var]
1385    mmd2SI (VarT)
1386
1387for var in ['evap', 'snowf', 'subli', 'transpir', 'rain', 'emp' ] :
1388    VarT = locals()['SRF_' + var]
1389    mmd2SI (VarT)
1390
1391echo ( f'RUN input' )
1392RUN_input  = RUN_runoff      + RUN_drainage
1393RUN_output = RUN_coastalflow + RUN_riverflow
1394
1395echo ( f'ATM flw_wbilo' )
1396ATM_flx_wbilo       = ATM_flux_int ( ATM_wbilo      )
1397ATM_flx_wevap       = ATM_flux_int ( ATM_wevap      )
1398ATM_flx_wprecip     = ATM_flux_int ( ATM_wprecip    )
1399ATM_flx_wsnow       = ATM_flux_int ( ATM_wsnow      )
1400ATM_flx_wrain       = ATM_flux_int ( ATM_wrain      )
1401ATM_flx_wemp        = ATM_flux_int ( ATM_wemp       )
1402
1403ATM_flx_wbilo_lic   = ATM_flux_int ( ATM_wbilo_lic  )
1404ATM_flx_wbilo_oce   = ATM_flux_int ( ATM_wbilo_oce  )
1405ATM_flx_wbilo_sea   = ATM_flux_int ( ATM_wbilo_sea  )
1406ATM_flx_wbilo_sic   = ATM_flux_int ( ATM_wbilo_sic  )
1407ATM_flx_wbilo_ter   = ATM_flux_int ( ATM_wbilo_ter  )
1408ATM_flx_calving     = ATM_flux_int ( ATM_fqcalving  )
1409ATM_flx_fqfonte     = ATM_flux_int ( ATM_fqfonte    )
1410
1411LIC_flx_calving     = LIC_flux_int ( ATM_fqcalving  )
1412LIC_flx_fqfonte     = LIC_flux_int ( ATM_fqfonte    )
1413
1414echo ( f'ATM flx precip' )
1415ATM_flx_precip      = ATM_flux_int ( ATM_precip     )
1416ATM_flx_snowf       = ATM_flux_int ( ATM_snowf      )
1417ATM_flx_evap        = ATM_flux_int ( ATM_evap       )
1418ATM_flx_runlic      = ATM_flux_int ( ATM_runofflic  )
1419
1420LIC_flx_precip      = LIC_flux_int ( ATM_precip     )
1421LIC_flx_snowf       = LIC_flux_int ( ATM_snowf      )
1422LIC_flx_evap        = LIC_flux_int ( ATM_evap       )
1423LIC_flx_runlic      = LIC_flux_int ( ATM_runofflic  )
1424
1425echo ( f'ATM flx_wrain_ter' )
1426ATM_flx_wrain_ter    = ATM_flux_int ( ATM_wrain_ter )
1427ATM_flx_wrain_oce    = ATM_flux_int ( ATM_wrain_oce )
1428ATM_flx_wrain_lic    = ATM_flux_int ( ATM_wrain_lic )
1429ATM_flx_wrain_sic    = ATM_flux_int ( ATM_wrain_sic )
1430ATM_flx_wrain_sea    = ATM_flux_int ( ATM_wrain_sea )
1431
1432ATM_flx_wsnow_ter    = ATM_flux_int ( ATM_wsnow_ter )
1433ATM_flx_wsnow_oce    = ATM_flux_int ( ATM_wsnow_oce )
1434ATM_flx_wsnow_lic    = ATM_flux_int ( ATM_wsnow_lic )
1435ATM_flx_wsnow_sic    = ATM_flux_int ( ATM_wsnow_sic )
1436ATM_flx_wsnow_sea    = ATM_flux_int ( ATM_wsnow_sea )
1437
1438echo ( f'ATM flx_evap_ter' ) 
1439ATM_flx_wevap_ter    = ATM_flux_int ( ATM_wevap_ter )
1440ATM_flx_wevap_oce    = ATM_flux_int ( ATM_wevap_oce )
1441ATM_flx_wevap_lic    = ATM_flux_int ( ATM_wevap_lic )
1442ATM_flx_wevap_sic    = ATM_flux_int ( ATM_wevap_sic )
1443ATM_flx_wevap_sea    = ATM_flux_int ( ATM_wevap_sea )
1444ATM_flx_wprecip_lic  = ATM_flux_int ( ATM_wprecip_lic )
1445ATM_flx_wprecip_oce  = ATM_flux_int ( ATM_wprecip_oce )
1446ATM_flx_wprecip_sic  = ATM_flux_int ( ATM_wprecip_sic )
1447ATM_flx_wprecip_ter  = ATM_flux_int ( ATM_wprecip_ter )
1448ATM_flx_wprecip_sea  = ATM_flux_int ( ATM_wprecip_sea )
1449ATM_flx_wemp_lic     = ATM_flux_int ( ATM_wemp_lic )
1450ATM_flx_wemp_oce     = ATM_flux_int ( ATM_wemp_oce )
1451ATM_flx_wemp_sic     = ATM_flux_int ( ATM_wemp_sic )
1452ATM_flx_wemp_ter     = ATM_flux_int ( ATM_wemp_ter )
1453ATM_flx_wemp_sea     = ATM_flux_int ( ATM_wemp_sea )
1454
1455ATM_flx_emp          = ATM_flux_int ( ATM_emp )
1456
1457echo ( f'RUN flx_coastal' )
1458RUN_flx_coastal     = ONE_flux_int ( RUN_coastalflow)
1459echo ( f'RUN flx_river' )
1460RUN_flx_river       = ONE_flux_int ( RUN_riverflow  )
1461echo ( f'RUN flx_coastal_cpl' )
1462RUN_flx_coastal_cpl = ONE_flux_int ( RUN_coastalflow_cpl)
1463echo ( f'RUN flx_river_cpl' )
1464RUN_flx_river_cpl   = ONE_flux_int ( RUN_riverflow_cpl  )
1465echo ( f'RUN flx_drainage' )
1466RUN_flx_drainage    = SRF_flux_int ( RUN_drainage   )
1467echo ( f'RUN flx_riversset' )
1468RUN_flx_riversret   = SRF_flux_int ( RUN_riversret  )
1469echo ( f'RUN flx_runoff' )
1470RUN_flx_runoff      = SRF_flux_int ( RUN_runoff     )
1471echo ( f'RUN flx_input' )
1472RUN_flx_input       = SRF_flux_int ( RUN_input      )
1473echo ( f'RUN flx_output' )
1474RUN_flx_output      = ONE_flux_int ( RUN_output     )
1475
1476echo ( f'RUN flx_bil' ) ; Step += 1
1477#RUN_flx_bil    = RUN_flx_input   - RUN_flx_output
1478#RUN_flx_rivcoa = RUN_flx_coastal + RUN_flx_river
1479
1480RUN_flx_bil    = ONE_flux_int ( RUN_input       - RUN_output)
1481RUN_flx_rivcoa = ONE_flux_int ( RUN_coastalflow + RUN_riverflow)
1482
1483prtFlux ('wbilo_oce            ', ATM_flx_wbilo_oce     , 'f' )         
1484prtFlux ('wbilo_sic            ', ATM_flx_wbilo_sic     , 'f' )         
1485prtFlux ('wbilo_sic+oce        ', ATM_flx_wbilo_sea     , 'f' )         
1486prtFlux ('wbilo_ter            ', ATM_flx_wbilo_ter     , 'f' )         
1487prtFlux ('wbilo_lic            ', ATM_flx_wbilo_lic     , 'f' )         
1488prtFlux ('Sum wbilo_*          ', ATM_flx_wbilo         , 'f', True) 
1489prtFlux ('E-P                  ', ATM_flx_emp           , 'f', True) 
1490prtFlux ('calving              ', ATM_flx_calving       , 'f' ) 
1491prtFlux ('fqfonte              ', ATM_flx_fqfonte       , 'f' )       
1492prtFlux ('precip               ', ATM_flx_precip        , 'f' )       
1493prtFlux ('snowf                ', ATM_flx_snowf         , 'f' )       
1494prtFlux ('evap                 ', ATM_flx_evap          , 'f' )
1495prtFlux ('runoff lic           ', ATM_flx_runlic        , 'f' )
1496
1497prtFlux ('ATM_flx_wevap*       ', ATM_flx_wevap         , 'f' )
1498prtFlux ('ATM_flx_wrain*       ', ATM_flx_wrain         , 'f' )
1499prtFlux ('ATM_flx_wsnow*       ', ATM_flx_wsnow         , 'f' )
1500prtFlux ('ATM_flx_wprecip*     ', ATM_flx_wprecip       , 'f' )
1501prtFlux ('ATM_flx_wemp*        ', ATM_flx_wemp          , 'f', True )
1502
1503prtFlux ('ERROR evap           ', ATM_flx_wevap   - ATM_flx_evap  , 'e', True )
1504prtFlux ('ERROR precip         ', ATM_flx_wprecip - ATM_flx_precip, 'e', True )
1505prtFlux ('ERROR snow           ', ATM_flx_wsnow   - ATM_flx_snowf , 'e', True )
1506prtFlux ('ERROR emp            ', ATM_flx_wemp    - ATM_flx_emp   , 'e', True )
1507
1508
1509echo ( '\n====================================================================================' )
1510echo ( f'-- RUNOFF Fluxes  -- {Title} ' )
1511prtFlux ('coastalflow   ', RUN_flx_coastal    , 'f' ) 
1512prtFlux ('riverflow     ', RUN_flx_river      , 'f' )       
1513prtFlux ('coastal_cpl   ', RUN_flx_coastal_cpl, 'f' ) 
1514prtFlux ('riverf_cpl    ', RUN_flx_river_cpl  , 'f' )   
1515prtFlux ('river+coastal ', RUN_flx_rivcoa     , 'f' )   
1516prtFlux ('drainage      ', RUN_flx_drainage   , 'f' )   
1517prtFlux ('riversret     ', RUN_flx_riversret  , 'f' )   
1518prtFlux ('runoff        ', RUN_flx_runoff     , 'f' )   
1519prtFlux ('river in      ', RUN_flx_input      , 'f' )   
1520prtFlux ('river out     ', RUN_flx_output     , 'f' )   
1521prtFlux ('river bil     ', RUN_flx_bil        , 'f' )   
1522
1523ATM_flx_budget = -ATM_flx_wbilo + ATM_flx_calving + ATM_flx_runlic #+ ATM_flx_fqfonte + RUN_flx_river
1524
1525
1526echo ('')
1527#echo ('  Global        {:12.3e} kg | {:12.4f} Sv | {:12.4f} m '.format ( ATM_flx_budget , ATM_flx_budget / dtime_sec*1E-9, ATM_flx_budget /ATM_aire_sea_tot/ATM_rho ))
1528
1529#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 ))
1530
1531ATM_flx_toSRF = -ATM_flx_wbilo_ter
1532
1533echo (' ')
1534echo ( '\n====================================================================================' )
1535echo ( f'--  Atmosphere  -- {Title} ' )
1536echo ( f'Mass begin = {DYN_mas_wat_beg:12.6e} kg | Mass end = {DYN_mas_wat_end:12.6e} kg' )
1537prtFlux ( 'dmass (atm)  = ', dDYN_mas_wat , 'e', True )
1538prtFlux ( 'Sum wbilo_*  = ', ATM_flx_wbilo, 'e', True )
1539prtFlux ( 'E-P          = ', ATM_flx_emp  , 'e', True )
1540echo ( ' ' )
1541prtFlux ( 'Water loss atm', ATM_flx_wbilo - dDYN_mas_wat, 'f', True )
1542echo ( 'Water loss atm = {:12.3e} (rel)  '.format ( (ATM_flx_wbilo - dDYN_mas_wat)/dDYN_mas_wat  ) )
1543
1544echo (' ')
1545prtFlux ( 'Water loss atm', ATM_flx_emp  - dDYN_mas_wat , 'f', True )
1546echo ( 'Water loss atm = {:12.3e} (rel)  '.format ( (ATM_flx_emp-dDYN_mas_wat)/dDYN_mas_wat  ) )
1547echo (' ')
1548
1549echo (' ')
1550echo ( '\n====================================================================================' )
1551
1552LIC_flx_budget1 = Sprec ( [-ATM_flx_wemp_lic  , -LIC_flx_calving , -LIC_flx_fqfonte] )
1553LIC_flx_budget2 = Sprec ( [-ATM_flx_wbilo_lic , -LIC_flx_calving , -LIC_flx_fqfonte] )
1554LIC_flx_budget3 = Sprec ( [-ATM_flx_wbilo_lic , -LIC_flx_runlic] )
1555LIC_flx_budget4 = Sprec ( [-ATM_flx_wemp_lic  , -LIC_flx_runlic] )
1556
1557echo ( f'--  LIC  -- {Title} ' )
1558echo ( f'Mass total   begin = {LIC_mas_wat_beg    :12.6e} kg | Mass end = {LIC_mas_wat_end    :12.6e} kg' )
1559echo ( f'Mass snow    begin = {LIC_mas_sno_beg    :12.6e} kg | Mass end = {LIC_mas_sno_end    :12.6e} kg' )
1560echo ( f'Mass qs      begin = {LIC_mas_qs_beg     :12.6e} kg | Mass end = {LIC_mas_qs_end     :12.6e} kg' )
1561echo ( f'Mass runlic0 begin = {LIC_mas_runlic0_beg:12.6e} kg | Mass end = {LIC_mas_runlic0_end:12.6e} kg' )
1562prtFlux ( 'dmass (LIC sno)       ', dLIC_mas_sno          , 'f', True, width=45 )
1563prtFlux ( 'dmass (LIC qs)        ', dLIC_mas_qs           , 'e', True, width=45 )
1564prtFlux ( 'dmass (LIC wat)       ', dLIC_mas_wat          , 'f', True, width=45 )
1565prtFlux ( 'dmass (LIC runlic0)   ', dLIC_mas_runlic0      , 'e', True, width=45 )
1566prtFlux ( 'dmass (LIC total)     ', dLIC_mas_wat          , 'e', True, width=45 )
1567prtFlux ( 'LIC ATM_flx_wemp_lic  ', ATM_flx_wemp_lic      , 'f', True, width=45 )
1568prtFlux ( 'LIC LIC_flx_fqfonte   ', LIC_flx_fqfonte       , 'f', True, width=45 )
1569prtFlux ( 'LIC LIC_flx_calving   ', LIC_flx_calving       , 'f', True, width=45 )
1570prtFlux ( 'LIC LIC_flx_runofflic ', LIC_flx_runlic        , 'f', True, width=45 )
1571prtFlux ( 'LIC fqfonte + calving ', LIC_flx_calving+LIC_flx_fqfonte , 'f', True, width=45 )
1572prtFlux ( 'LIC fluxes 1 ( wemp_lic   - fqcalving - fqfonte)) ', LIC_flx_budget1              , 'f', True, width=45 )
1573prtFlux ( 'LIC fluxes 2 (-wbilo_lic - fqcalving - fqfonte)   ', LIC_flx_budget2              , 'f', True, width=45 )
1574prtFlux ( 'LIC fluxes 3 (-wbilo_lic - runofflic*frac_lic)    ', LIC_flx_budget3              , 'f', True, width=45 )
1575prtFlux ( 'LIC fluxes 3 ( wemp_lic  - runofflic*frac_lic)    ', LIC_flx_budget4              , 'f', True, width=45 )
1576prtFlux ( 'LIC error 1                                       ', LIC_flx_budget1-dLIC_mas_wat , 'e', True, width=45 )
1577prtFlux ( 'LIC error 2                                       ', LIC_flx_budget2-dLIC_mas_wat , 'e', True, width=45 )
1578prtFlux ( 'LIC error 3                                       ', LIC_flx_budget3-dLIC_mas_wat , 'e', True, width=45 )
1579echo ( 'LIC error (wevap - precip*frac_lic  - fqcalving - fqfonte)    = {:12.4e} (rel) '.format ( (LIC_flx_budget1-dLIC_mas_wat)/dLIC_mas_wat) )
1580echo ( 'LIC error (-wbilo_lic - fqcalving - fqfonte)                  = {:12.4e} (rel) '.format ( (LIC_flx_budget2-dLIC_mas_wat)/dLIC_mas_wat) )
1581echo ( 'LIC error (-wbilo_lic - runofflic*frac_lic)                   = {:12.4e} (rel) '.format ( (LIC_flx_budget3-dLIC_mas_wat)/dLIC_mas_wat) )
1582
1583echo ( '\n====================================================================================' )
1584echo ( f'-- SECHIBA fluxes  -- {Title} ' )
1585
1586SRF_flx_rain     = SRF_flux_int ( SRF_rain     )
1587SRF_flx_evap     = SRF_flux_int ( SRF_evap     )
1588SRF_flx_snowf    = SRF_flux_int ( SRF_snowf    )
1589SRF_flx_subli    = SRF_flux_int ( SRF_subli    )
1590SRF_flx_transpir = SRF_flux_int ( SRF_transpir )
1591SRF_flx_emp      = SRF_flux_int ( SRF_emp      )
1592
1593RUN_flx_torouting   = SRF_flux_int  ( RUN_runoff       + RUN_drainage)
1594RUN_flx_fromrouting = ONE_flux_int  ( RUN_coastalflow + RUN_riverflow )
1595
1596SRF_flx_all =  SRF_flux_int  ( SRF_rain + SRF_snowf - SRF_evap - RUN_runoff - RUN_drainage )
1597
1598prtFlux ('rain         ', SRF_flx_rain       , 'f' )
1599prtFlux ('evap         ', SRF_flx_evap       , 'f' )
1600prtFlux ('snowf        ', SRF_flx_snowf      , 'f' )
1601prtFlux ('E-P          ', SRF_flx_emp        , 'f' )
1602prtFlux ('subli        ', SRF_flx_subli      , 'f' )
1603prtFlux ('transpir     ', SRF_flx_transpir   , 'f' )
1604prtFlux ('to routing   ', RUN_flx_torouting  , 'f' )
1605prtFlux ('budget       ', SRF_flx_all        , 'f', small=True )
1606
1607echo ( '\n------------------------------------------------------------------------------------' )
1608echo ( 'Water content in surface ' )
1609echo ( f'SRF_mas_wat_beg  = {SRF_mas_wat_beg:12.6e} kg | SRF_mas_wat_end  = {SRF_mas_wat_end:12.6e} kg ' )
1610prtFlux ( 'dMass (water srf)', dSRF_mas_wat, 'e', small=True)
1611prtFlux ( 'Error            ',  SRF_flx_all-dSRF_mas_wat, 'e', small=True )
1612echo ( 'dMass (water srf) = {:12.4e} (rel)   '.format ( (SRF_flx_all-dSRF_mas_wat)/dSRF_mas_wat) )
1613
1614echo ( '\n====================================================================================' )
1615echo ( f'-- Check ATM vs. SRF -- {Title} ' )
1616prtFlux ('E-P ATM       ', ATM_flx_wemp_ter   , 'f' )
1617prtFlux ('wbilo ter     ', ATM_flx_wbilo_ter  , 'f' )
1618prtFlux ('E-P SRF       ', SRF_flx_emp        , 'f' )
1619prtFlux ('SRF/ATM error ', ATM_flx_wbilo_ter - SRF_flx_emp, 'e', True)
1620echo ( 'SRF/ATM error {:12.3e} (rel)  '.format ( (ATM_flx_wbilo_ter - SRF_flx_emp)/SRF_flx_emp ) )
1621
1622echo ('')
1623echo ( '\n====================================================================================' )
1624echo ( f'-- RUNOFF fluxes  -- {Title} ' )
1625RUN_flx_all = RUN_flx_torouting - RUN_flx_river - RUN_flx_coastal
1626prtFlux ('runoff    ', RUN_flx_runoff      , 'f' ) 
1627prtFlux ('drainage  ', RUN_flx_drainage    , 'f' ) 
1628prtFlux ('run+drain ', RUN_flx_torouting   , 'f' ) 
1629prtFlux ('river     ', RUN_flx_river       , 'f' ) 
1630prtFlux ('coastal   ', RUN_flx_coastal     , 'f' ) 
1631prtFlux ('riv+coa   ', RUN_flx_fromrouting , 'f' ) 
1632prtFlux ('budget    ', RUN_flx_all         , 'f' , small=True)
1633
1634echo ( '\n------------------------------------------------------------------------------------' )
1635echo ( f'Water content in routing+lake  -- {Title} ' )
1636echo ( f'RUN_mas_wat_beg  = {RUN_mas_wat_beg:12.6e} kg | RUN_mas_wat_end = {RUN_mas_wat_end:12.6e} kg ' )
1637prtFlux ( 'dMass (routing)  ', dRUN_mas_wat+dSRF_mas_lake, 'f', small=True)
1638prtFlux ( 'Routing error    ', RUN_flx_all+dSRF_mas_lake-dRUN_mas_wat, 'e', small=True )
1639echo ( 'Routing error : {:12.3e} (rel)'.format ( (RUN_flx_all-dSRF_mas_lake-dRUN_mas_wat)/(dRUN_mas_wat+dSRF_mas_lake) ) )
1640
1641echo ( '\n------------------------------------------------------------------------------------' )
1642echo ( f'Water content in routing  -- {Title} ' )
1643echo ( f'RUN_mas_wat_beg  = {RUN_mas_wat_beg:12.6e} kg | RUN_mas_wat_end = {RUN_mas_wat_end:12.6e} kg ' )
1644prtFlux ( 'dMass (routing) ', dRUN_mas_wat, 'f', small=True  )
1645prtFlux ( 'Routing error   ', RUN_flx_all-dRUN_mas_wat, 'e', small=True)
1646echo ( 'Routing error : {:12.3e} (rel)'.format ( (RUN_flx_all-dRUN_mas_wat)/dRUN_mas_wat ) )
1647
1648echo ( ' ' )
1649echo ( f'{Title = }' )
1650
1651echo ( 'SVN Information' )
1652for clef in SVN.keys () : echo ( SVN[clef] )
Note: See TracBrowser for help on using the repository browser.