| 1 | # -*- coding: iso-8859-1 -*- |
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| 2 | # Created : S.Sénési - nov 2015 |
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| 3 | |
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| 4 | """ |
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| 5 | Base pour le traitement des données SE de LMDZ : |
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| 6 | - variables, saisons et grilles habituellement gérées, |
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| 7 | - organisation des données SE |
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| 8 | - renommage et re-scaling des variables |
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| 9 | - dictionnaire de fichiers d'exemples pour les grilles traitées |
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| 10 | et une fonction pour rendre un objet CliMAF pour tuple (simu, variable, saison, grille) |
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| 11 | """ |
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| 12 | |
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| 13 | from climaf.api import * |
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| 14 | |
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| 15 | # Liste des variables LMDZ objet d'une cmorisation ou d'une projection+moyenne saisonniere |
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| 16 | ######################################################################################### |
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| 17 | """ |
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| 18 | variables_list=['sfcWind','hfls','hfss','huss','hurs','pr',\ |
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| 19 | 'rldscs','rlds','rlus','rsdscs','rsds','rsuscs','rsus','rsutcs','rsut','rlut','rlutcs','rsdt',\ |
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| 20 | 'sfcWind','tas','ts','tauu','tauv','psl','zg500','hfns','ta','ua','va','wap','hus','hur',\ |
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| 21 | 'cllcalipso','clmcalipso','clhcalipso','cltcalipso','clt','prw','tasmax','tasmin'] |
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| 22 | """ |
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| 23 | variables_list=['sfcWind','hfls','hfss','bil','huss','hurs','pr',\ |
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| 24 | 'rldscs','rlds','rlus','rsdscs','rsds','rsuscs','rsus','rsutcs','rsut','rlut','rlutcs','rsdt',\ |
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| 25 | 'sfcWind','tas','sst','tauu','tauv','psl','zg500','hfns','ta','ua','va','wap','hus','hur',\ |
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| 26 | 'cllcalipso','clmcalipso','clhcalipso','cltcalipso','clt','prw','tasmax','tasmin'] |
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| 27 | |
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| 28 | #Dictionnaire des grilles connues et de fichiers d'exemple |
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| 29 | ######################################################################################### |
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| 30 | grid_remapfiles={ 'VLR' : '/data/ssenesi/stable/VLR.nc'} |
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| 31 | |
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| 32 | # Saisons gérées et leur traduction CDO |
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| 33 | ######################################################################################### |
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| 34 | seasons={ 'YEAR':"", 'DJF' : "-timavg -selmon,1,2,12", 'JJA' : "-timavg -selmon,6,7,8" , 'JJAS' : "-timavg -selmon,6,7,8,9" } |
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| 35 | #seasons={ 'YEAR':"", 'DJF' : " selmon,1,2,12", 'JJA' : " selmon,6,7,8" , 'JJAS' : "-timavg -selmon,6,7,8,9" } |
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| 36 | |
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| 37 | |
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| 38 | |
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| 39 | ######################################################################################### |
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| 40 | # Definitions pour l'acces aux obs gérées par Ionela |
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| 41 | ######################################################################################### |
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| 42 | cproject('OBS', ('period','fx'), ('root','/modfs/ipslfs/dods/fabric/lmdz/SE/CMOR/OBS')) #, '/data/musat/LMDZ6/SE/CMOR/OBS')) |
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| 43 | dataloc(project='OBS',url='${root}/${variable}.nc') |
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| 44 | # Définiton de variables dérivées pour ce projet |
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| 45 | |
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| 46 | #derive('OBS','rstt','minus','rsdt','rsut') |
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| 47 | #derive('OBS','rstscs','minus','rsdscs','rsuscs') |
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| 48 | #derive('OBS','rsts','minus','rsds','rsus') |
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| 49 | |
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| 50 | #derive('OBS','cress','minus','rsds','rsdscs') |
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| 51 | #derive('OBS','crels','minus','rlds','rldscs') |
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| 52 | #derive('OBS','crets','plus','crels','cress') |
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| 53 | #derive('OBS','crest','minus','rsutcs','rsut') |
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| 54 | #derive('OBS','crelt','minus','rlutcs','rlut') |
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| 55 | #derive('OBS','crett','plus','crest','crelt') |
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| 56 | |
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| 57 | # Variables dérivées |
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| 58 | derive('OBS','rstt','minus','rsdt','rsut') |
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| 59 | derive('OBS','rsts','minus','rsds','rsus') |
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| 60 | #BUH here: IMderive('OBS','rlts','minus','rlds','rlus') |
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| 61 | derive('OBS','rlts','minus','rlus','rlds') |
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| 62 | derive('OBS','rtt','minus','rstt','rlut') |
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| 63 | derive('OBS','rts','plus','rsts','rlts') |
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| 64 | |
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| 65 | derive('OBS','rstscs','minus','rsdscs','rsuscs') |
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| 66 | derive('OBS','rsttcs','minus','rsdt' ,'rsutcs') |
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| 67 | |
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| 68 | derive('OBS','cress','minus','rsds','rsdscs') |
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| 69 | derive('OBS','crels','minus','rlds','rldscs') |
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| 70 | derive('OBS','crets','plus','cress','crels') |
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| 71 | |
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| 72 | derive('OBS','crest','minus','rsutcs','rsut') |
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| 73 | derive('OBS','crelt','minus','rlutcs','rlut') |
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| 74 | derive('OBS','crett','plus','crest','crelt') |
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| 75 | |
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| 76 | derive('OBS','hfns','plus','hfls','hfss') |
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| 77 | derive('OBS','bil' ,'minus','rts','hfns') |
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| 78 | derive('OBS','tsmtas','minus','ts','tas') |
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| 79 | |
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| 80 | derive('OBS','rlah','minus','rlts','rlut') |
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| 81 | derive('OBS','rtmp','plus','rldscs','rlutcs') |
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| 82 | derive('OBS','rlahcs','minus','rlus','rtmp') |
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| 83 | |
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| 84 | derive('OBS','rlahcre','minus','rlah','rlahcs') |
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| 85 | |
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| 86 | derive('OBS','rsah','minus','rstt','rsts') |
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| 87 | derive('OBS','rsahcs','minus','rsttcs','rstscs') |
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| 88 | derive('OBS','rsahcre','minus','rsah','rsahcs') |
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| 89 | |
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| 90 | derive('OBS','rah','plus','rsah','rlah') |
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| 91 | derive('OBS','rahcs','plus','rsahcs','rlahcs') |
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| 92 | derive('OBS','rahcre','minus','rah','rahcs') |
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| 93 | |
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| 94 | cscript('mask_val_inf_1','cdo setrtomiss,0,1 ${in} ${out}') |
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| 95 | derive('OBS','rsdt_mask','mask_val_inf_1','rsdt') |
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| 96 | derive('OBS','albt','divide','rsut','rsdt_mask') |
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| 97 | derive('OBS','albtcs','divide','rsutcs','rsdt_mask') |
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| 98 | |
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| 99 | |
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| 100 | derive('OBS','albs','divide','rsus','rsds') |
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| 101 | derive('OBS','dtr','minus','tasmax','tasmin') |
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| 102 | |
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| 103 | |
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| 104 | ######################################################################################### |
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| 105 | # Définition logique des donnees de type 'SE' de l'IPSL, et de leur localisation |
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| 106 | # La periode n'est pas traitee comme un objet 'period' de CliMAF, mais comme une chaine |
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| 107 | # de caracteres dont le nom de facette est 'years' |
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| 108 | |
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| 109 | # Le nommage des données découvert chez F.Hourdin est traité. On utilise la facette 'root' |
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| 110 | # pour indiquer le répertoire de base |
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| 111 | # Les re-scaling habituels sont decrits a l'aide de la fonction calias |
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| 112 | # Les variables dérivées sont décrites aussi |
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| 113 | ######################################################################################### |
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| 114 | |
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| 115 | cproject('SE', |
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| 116 | ('frequency','seasonnal'), |
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| 117 | ('period','fx'), |
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| 118 | 'years', |
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| 119 | ('root','/modfs/ipslfs/dods/aidelkad/lmdz/SE/ORIG'), |
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| 120 | separator='|') |
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| 121 | #exemple de nom de fichier : NPv3.1ada_SE_1982_1991_1M_histmthCOSP.nc |
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| 122 | pattern='${root}/${simulation}_SE_${years}_1M_histmth*.nc' |
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| 123 | dataloc(project='SE',url=pattern, organization='generic') |
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| 124 | |
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| 125 | |
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| 126 | calias('SE','hfls','flat',scale=-1.) |
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| 127 | calias('SE','hfss','sens',scale=-1.) |
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| 128 | calias('SE','pr','precip') |
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| 129 | calias('SE','sfcWind','wind10m') |
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| 130 | calias('SE','rldscs','LWdnSFCclr') |
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| 131 | calias('SE','rlds','LWdnSFC') |
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| 132 | calias('SE','rlus','LWupSFC') |
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| 133 | calias('SE','rsdscs','SWdnSFCclr') |
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| 134 | calias('SE','rsds','SWdnSFC') |
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| 135 | calias('SE','rsuscs','SWupSFCclr') |
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| 136 | calias('SE','rsus','SWupSFC') |
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| 137 | calias('SE','rsutcs','SWupTOAclr') |
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| 138 | calias('SE','rsut','SWupTOA') |
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| 139 | calias('SE','rsdt','SWdnTOA') |
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| 140 | calias('SE','rlut','topl') |
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| 141 | calias('SE','rlutcs','topl0') |
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| 142 | calias('SE','sfcWind','wind10m') |
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| 143 | calias('SE','tas','t2m') |
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| 144 | calias('SE','tasmax','ave_t2m_daily_max') |
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| 145 | calias('SE','tasmin','ave_t2m_daily_min') |
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| 146 | calias('SE','ts','tsol') |
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| 147 | calias('SE','sst','tsol_oce') |
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| 148 | calias('SE','huss','q2m') |
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| 149 | calias('SE','hurs','rh2m') |
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| 150 | calias('SE','tauu','taux_oce') |
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| 151 | calias('SE','tauv','tauy_oce') |
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| 152 | #calias('SE','psl','slp') |
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| 153 | calias('SE','psl','slp', scale=0.01) |
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| 154 | calias('SE','zg500','z500') |
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| 155 | #calias('SE','pslhPa','slp', scale=0.01) |
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| 156 | #calias('OBS','pslhPa','psl', scale=0.01) |
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| 157 | |
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| 158 | #calias('SE','hfns','bils') |
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| 159 | calias('SE','ta','temp') |
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| 160 | calias('SE','ua','vitu') |
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| 161 | calias('SE','va','vitv') |
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| 162 | calias('SE','wap','vitw') |
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| 163 | calias('SE','hus','ovap') |
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| 164 | calias('SE','hur','rhum', scale=100.) |
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| 165 | calias('SE','clt','cldt', scale=100.) |
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| 166 | calias('SE','cltcalipso', scale=100.) |
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| 167 | calias('SE','clhcalipso', scale=100.) |
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| 168 | calias('SE','clmcalipso', scale=100.) |
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| 169 | calias('SE','cllcalipso', scale=100.) |
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| 170 | |
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| 171 | # Variables dérivées |
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| 172 | derive('SE','rstt','minus','rsdt','rsut') |
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| 173 | derive('SE','rsts','minus','rsds','rsus') |
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| 174 | #BUG HERE derive('SE','rlts','minus','rlds','rlus') |
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| 175 | derive('SE','rlts','minus','rlus','rlds') |
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| 176 | derive('SE','rltscs','minus','rldscs','rluscs') |
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| 177 | |
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| 178 | derive('SE','rtt','minus','rstt','rlut') |
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| 179 | derive('SE','rts','plus','rsts','rlts') |
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| 180 | |
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| 181 | derive('SE','rstscs','minus','rsdscs','rsuscs') |
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| 182 | derive('SE','rsttcs','minus','rsdt' ,'rsutcs') |
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| 183 | |
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| 184 | derive('SE','cress','minus','rsds','rsdscs') |
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| 185 | derive('SE','crels','minus','rlds','rldscs') |
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| 186 | derive('SE','crets','plus','cress','crels') |
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| 187 | |
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| 188 | derive('SE','crest','minus','rsutcs','rsut') |
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| 189 | derive('SE','crelt','minus','rlutcs','rlut') |
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| 190 | derive('SE','crett','plus','crest','crelt') |
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| 191 | |
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| 192 | derive('SE','hfns','plus','hfls','hfss') |
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| 193 | derive('SE','bil' ,'minus','rts','hfns') |
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| 194 | derive('SE','tsmtas','minus','ts','tas') |
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| 195 | |
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| 196 | derive('SE','rlah','minus','rlts','rlut') |
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| 197 | derive('SE','rtmp','plus','rldscs','rlutcs') |
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| 198 | derive('SE','rlahcs','minus','rlus','rtmp') |
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| 199 | |
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| 200 | #let rlahcs=rlus-rldscs-rlutcs |
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| 201 | derive('SE','rlahcre','minus','rlah','rlahcs') |
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| 202 | # |
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| 203 | derive('SE','rsah','minus','rstt','rsts') |
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| 204 | derive('SE','rsahcs','minus','rsttcs','rstscs') |
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| 205 | derive('SE','rsahcre','minus','rsah','rsahcs') |
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| 206 | |
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| 207 | derive('SE','rah','plus','rsah','rlah') |
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| 208 | derive('SE','rahcs','plus','rsahcs','rlahcs') |
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| 209 | derive('SE','rahcre','minus','rah','rahcs') |
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| 210 | |
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| 211 | cscript('mask_valLMDZ_inf_1','cdo setrtomiss,0,1 ${in} ${out}') |
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| 212 | derive('SE','rsdt_maskLMDZ','mask_valLMDZ_inf_1','rsdt') |
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| 213 | derive('SE','albt','divide','rsut','rsdt_maskLMDZ') |
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| 214 | derive('SE','albtcs','divide','rsutcs','rsdt_maskLMDZ') |
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| 215 | #derive('SE','albt','divide','rsut','rsdt') |
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| 216 | #derive('SE','albtcs','divide','rsutcs','rsdt') |
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| 217 | |
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| 218 | derive('SE','albs','divide','rsus','rsds') |
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| 219 | |
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| 220 | derive('SE','dtr','minus','tasmax','tasmin') |
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| 221 | |
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| 222 | # -- P - E |
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| 223 | calias('SE', 'hflsevap', 'flat', scale=-1./2.5e6, filenameVar='histmth') |
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| 224 | derive('SE', 'pme', 'minus', 'pr' ,'hflsevap') |
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| 225 | |
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| 226 | |
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| 227 | # -- Atmospheric Variables on vertical levels |
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| 228 | for tmpvar in ['ua', 'va', 'ta', 'hus', 'hur']: |
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| 229 | for tmplev in ['850', '700', '500', '200']: |
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| 230 | derive('OBS', tmpvar+tmplev, 'ccdo', tmpvar, operator='intlevel,'+tmplev) |
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| 231 | derive('SE', tmpvar+tmplev, 'ccdo', tmpvar, operator='intlevel,'+tmplev+'00') |
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| 232 | |
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| 233 | |
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| 234 | # let albt=100*(rsut/rsdt) |
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| 235 | # let albs=100*(rsus/rsds) |
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| 236 | # let tsk=ts+273.18 |
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| 237 | # let pslhPa=psl/100. |
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| 238 | # let tasc=tas-273.16 |
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| 239 | |
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| 240 | def all_SE_simulations(): |
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| 241 | """ |
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| 242 | Listage de toutes les simulations du projet par listage de leurs |
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| 243 | fichiers de données et décodage de leur nom |
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| 244 | |
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| 245 | Il faudrait quelque chose de moins adhoc ... |
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| 246 | """ |
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| 247 | import re |
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| 248 | simus=[] |
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| 249 | # Listage des fichiers de donnees |
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| 250 | a=ds(project='SE',years="*", simulation='*', variable='*') |
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| 251 | for f in a.baseFiles().split(' ') : |
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| 252 | basename=f.split('/')[-1].replace('_SE','') |
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| 253 | #basename=re.sub(r'_1M_histmth.*.nc','',basename) |
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| 254 | basename=re.sub(r'_1M_histmth*.*.nc','',basename) |
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| 255 | if basename not in simus : simus.append(basename) |
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| 256 | return simus |
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| 257 | |
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| 258 | |
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| 259 | def svsg(simulation,variable,season='YEAR',grid='',root='/modfs/ipslfs/dods/aidelkad/lmdz/SE/ORIG'): |
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| 260 | """ |
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| 261 | Rend l'objet CliMAF pour une variable d'une simulation, pour les données |
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| 262 | - SE d'un intervalle d'annéees (forme YYY1_YYY2) |
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| 263 | - ou OBS |
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| 264 | et une saison et une grille |
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| 265 | |
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| 266 | (Le nom de la fonction est la concaténation des intiales des arguments) |
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| 267 | |
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| 268 | Exemples : |
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| 269 | >>> svsg('NPv3.1ada','1982_1991','hurs') |
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| 270 | >>> svsg(simulation='NPv3.1ada',years='1982_1991',variable='hurs',season='DJF, grid='') |
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| 271 | >>> svsg('OBS','','hurs','JJA') |
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| 272 | |
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| 273 | Il faut au préalable avoir déclaré les projets 'SE' et 'OBS' |
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| 274 | """ |
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| 275 | if simulation != 'OBS' : |
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| 276 | # Il faut identifier les annees dans le nom de la simu |
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| 277 | yeardeb=simulation.split('_')[1] |
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| 278 | yearfin=simulation.split('_')[2] |
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| 279 | years=yeardeb+"_"+yearfin |
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| 280 | simulation=simulation.split('_')[0] |
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| 281 | data=ds(project='SE',variable=variable,years=years, simulation=simulation) |
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| 282 | else: |
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| 283 | data=ds(project='OBS',variable=variable) |
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| 284 | if season != 'YEAR' : |
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| 285 | seas=ccdo(data,operator=seasons[season]) |
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| 286 | else : |
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| 287 | seas=time_average(data) |
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| 288 | rds=seas |
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| 289 | if grid != '' : |
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| 290 | if grid not in grid_remapfiles : |
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| 291 | print "La grille %s n'est pas connue"%options.grid ; |
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| 292 | return None |
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| 293 | rds=regrid(seas,fds(grid_remapfiles[grid],period='fx')) |
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| 294 | return rds |
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| 295 | |
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| 296 | def bias_SE(simu,variable,season='YEAR',grid='',root='/modfs/ipslfs/dods/aidelkad/lmdz/SE/ORIG') : |
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| 297 | """ |
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| 298 | Calcule le biais pour une variable d'une simu, vs 'OBS' |
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| 299 | Rend -999. en cas de probleme |
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| 300 | """ |
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| 301 | try : |
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| 302 | sim=svsg(simu ,variable,season,grid,root) |
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| 303 | ref=svsg('OBS',variable,season,grid) |
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| 304 | if (grid == '' ) : ref=regrid(ref,sim) |
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| 305 | dif=minus(sim,ref) |
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| 306 | return cvalue(space_average(dif)) |
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| 307 | except : |
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| 308 | return -999. |
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| 309 | |
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| 310 | def is3d(variable) : |
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| 311 | if variable in ['ta','ua','va','hus','hur','wap','cl','clw','cli','mc','tro3'] : |
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| 312 | return True |
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| 313 | return False |
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| 314 | |
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| 315 | |
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| 316 | def varlongname(variable,short=False): |
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| 317 | """ |
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| 318 | Returns the long name of variable |
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| 319 | """ |
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| 320 | shortvarname = longvarname = variable |
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| 321 | if variable=='tas': |
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| 322 | longvarname = '2M Temperature' |
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| 323 | shortvarname = '2M Temp.' |
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| 324 | if variable=='tasmax': |
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| 325 | longvarname = '2M daymax Temperature' |
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| 326 | shortvarname = '2M daymx Temp.' |
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| 327 | if variable=='tasmin': |
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| 328 | longvarname = '2M daymin Temperature' |
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| 329 | shortvarname = '2M daymn Temp.' |
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| 330 | if variable=='DRT': |
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| 331 | longvarname = '2M diurnal amplitude temperature' |
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| 332 | shortvarname = '2M dtr ' |
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| 333 | if variable=='pr': |
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| 334 | longvarname = 'Precipitation' |
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| 335 | shortvarname = 'Precip.' |
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| 336 | if variable=='psl': |
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| 337 | longvarname = 'Sea Level Pressure' |
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| 338 | shortvarname = 'Sea Level Pres.' |
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| 339 | if variable=='ua': |
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| 340 | longvarname = 'Zonal Wind' |
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| 341 | shortvarname = 'U-Wind' |
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| 342 | if variable=='va': |
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| 343 | longvarname = 'Meridional Wind' |
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| 344 | shortvarname = 'V-Wind' |
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| 345 | if variable=='ta': |
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| 346 | longvarname = 'Air Temperature' |
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| 347 | shortvarname = 'Air Temp.' |
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| 348 | if variable=='hus': |
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| 349 | longvarname = 'Specific Humidity' |
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| 350 | shortvarname = 'Sp. Humidity' |
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| 351 | if variable=='hur': |
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| 352 | longvarname = 'Relative Humidity' |
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| 353 | shortvarname = 'Rel. Humidity' |
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| 354 | if variable=='huss': |
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| 355 | longvarname = 'Specific Humidity at Surface' |
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| 356 | shortvarname = 'Sp. Humidity (surf)' |
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| 357 | if variable=='rstt': |
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| 358 | longvarname = 'Rad SW Total TOA' |
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| 359 | shortvarname = 'Rad SW Total TOA' |
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| 360 | if variable=='rsts': |
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| 361 | longvarname = 'Total SW rad surface' |
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| 362 | shortvarname = 'Total SW rad surf.' |
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| 363 | if variable=='rtt': |
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| 364 | longvarname = 'Total Radiation TOA' |
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| 365 | shortvarname = 'Total Rad. TOA' |
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| 366 | if variable=='crelt': |
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| 367 | longvarname = 'Longwave Cloud Radiative Effect TOA' |
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| 368 | shortvarname = 'LW CRE TOA' |
|---|
| 369 | if variable=='crest': |
|---|
| 370 | longvarname = 'Shortwave Cloud Radiative Effect TOA' |
|---|
| 371 | shortvarname = 'SW CRE TOA' |
|---|
| 372 | if variable=='crett': |
|---|
| 373 | longvarname = 'Total CRE TOA' |
|---|
| 374 | shortvarname = 'Total CRE TOA' |
|---|
| 375 | if variable=='hfls': |
|---|
| 376 | longvarname = 'Latent Heat Flux' |
|---|
| 377 | shortvarname = 'Latent HF' |
|---|
| 378 | if variable=='hfss': |
|---|
| 379 | longvarname = 'Sensible Heat Flux' |
|---|
| 380 | shortvarname = 'Sensible HF' |
|---|
| 381 | if variable=='hfns': |
|---|
| 382 | longvarname = 'Surface Total Heat Flux' |
|---|
| 383 | shortvarname = 'Surf. Tot. HF' |
|---|
| 384 | if variable=='zg500': |
|---|
| 385 | longvarname = '500mb geopotential height' |
|---|
| 386 | shortvarname = '' |
|---|
| 387 | if variable=='rsut': |
|---|
| 388 | longvarname = 'Upward SW rad TOA' |
|---|
| 389 | shortvarname = '' |
|---|
| 390 | if variable=='rlut': |
|---|
| 391 | longvarname = 'Outgoing Long Wave Radiation' |
|---|
| 392 | shortvarname = 'OLR' |
|---|
| 393 | if variable=='rlutcs': |
|---|
| 394 | longvarname = 'Clear Sky OLR' |
|---|
| 395 | shortvarname = 'Clear sky OLR' |
|---|
| 396 | if variable=='albs': |
|---|
| 397 | longvarname = 'Surface albedo' |
|---|
| 398 | shortvarname = '' |
|---|
| 399 | if variable=='albt': |
|---|
| 400 | longvarname = 'Planetary albedo' |
|---|
| 401 | shortvarname = '' |
|---|
| 402 | if variable=='albtcs': |
|---|
| 403 | longvarname = 'Clear Sky Planetary albedo' |
|---|
| 404 | shortvarname = '' |
|---|
| 405 | if variable=='cress': |
|---|
| 406 | longvarname = 'SW CRE surface' |
|---|
| 407 | shortvarname = '' |
|---|
| 408 | if variable=='crels': |
|---|
| 409 | longvarname = 'LW CRE surface' |
|---|
| 410 | shortvarname = '' |
|---|
| 411 | if variable=='crets': |
|---|
| 412 | longvarname = 'Total CRE surface' |
|---|
| 413 | shortvarname = '' |
|---|
| 414 | if variable=='rts': |
|---|
| 415 | longvarname = 'Total radiation surface' |
|---|
| 416 | shortvarname = '' |
|---|
| 417 | if variable=='rah': |
|---|
| 418 | longvarname = 'Atm. Rad. Heat.' |
|---|
| 419 | shortvarname = '' |
|---|
| 420 | if variable=='rahcs': |
|---|
| 421 | longvarname = 'Atm. Rad. Heat. - clear sky' |
|---|
| 422 | shortvarname = '' |
|---|
| 423 | if variable=='rahcre': |
|---|
| 424 | longvarname = 'Atm. rad. Heat. - CRE' |
|---|
| 425 | shortvarname = '' |
|---|
| 426 | if variable=='rsah': |
|---|
| 427 | longvarname = 'Atm. SW Heat.' |
|---|
| 428 | shortvarname = '' |
|---|
| 429 | if variable=='rsahcs': |
|---|
| 430 | longvarname = 'Atm. SW Heat. - Clear sky' |
|---|
| 431 | shortvarname = '' |
|---|
| 432 | if variable=='rsahcre': |
|---|
| 433 | longvarname = 'Atm. SW Heat. - CRE' |
|---|
| 434 | shortvarname = '' |
|---|
| 435 | if variable=='rlah': |
|---|
| 436 | longvarname = 'Atm. LW Heat.' |
|---|
| 437 | shortvarname = '' |
|---|
| 438 | if variable=='rlahcs': |
|---|
| 439 | longvarname = 'Atm. LW Heat. - Clear sky' |
|---|
| 440 | shortvarname = '' |
|---|
| 441 | if variable=='rlahcre': |
|---|
| 442 | longvarname = 'Atm. LW Heat. - CRE' |
|---|
| 443 | shortvarname = '' |
|---|
| 444 | if variable=='cltcalipso': |
|---|
| 445 | longvarname = 'Total Cloud Cover' |
|---|
| 446 | shortvarname = '' |
|---|
| 447 | if variable=='cllcalipso': |
|---|
| 448 | longvarname = 'Low Cloud Cover' |
|---|
| 449 | shortvarname = '' |
|---|
| 450 | if variable=='clmcalipso': |
|---|
| 451 | longvarname = 'Medium Cloud Cover' |
|---|
| 452 | shortvarname = '' |
|---|
| 453 | if variable=='clhcalipso': |
|---|
| 454 | longvarname = 'High Cloud Cover' |
|---|
| 455 | shortvarname = '' |
|---|
| 456 | if variable=='rlds': |
|---|
| 457 | longvarname = 'Downward LW rad at Surface' |
|---|
| 458 | shortvarname = '' |
|---|
| 459 | if variable=='rldscs': |
|---|
| 460 | longvarname = 'Downward LW rad at Surface - Clear Sky' |
|---|
| 461 | shortvarname = '' |
|---|
| 462 | if variable=='hurs': |
|---|
| 463 | longvarname = 'Relative Humidity at Surface' |
|---|
| 464 | shortvarname = '' |
|---|
| 465 | if variable=='rlus': |
|---|
| 466 | longvarname = 'Upward LW rad at Surface' |
|---|
| 467 | shortvarname = '' |
|---|
| 468 | if variable=='rsus': |
|---|
| 469 | longvarname = 'Upward SW rad at Surface' |
|---|
| 470 | shortvarname = '' |
|---|
| 471 | if variable=='rsuscs': |
|---|
| 472 | longvarname = 'Upward SW rad at Surface - Clear Sky' |
|---|
| 473 | shortvarname = '' |
|---|
| 474 | if variable=='rsdscs': |
|---|
| 475 | longvarname = 'Downward SW rad at Surface - Clear Sky' |
|---|
| 476 | shortvarname = '' |
|---|
| 477 | if variable=='rsds': |
|---|
| 478 | longvarname = 'Downward SW rad at Surface' |
|---|
| 479 | shortvarname = '' |
|---|
| 480 | if variable=='rsucs': |
|---|
| 481 | longvarname = 'Upward SW rad at Surface - Clear Sky' |
|---|
| 482 | shortvarname = '' |
|---|
| 483 | if variable=='rsutcs': |
|---|
| 484 | longvarname = 'Upward SW rad at TOA - Clear Sky' |
|---|
| 485 | shortvarname = '' |
|---|
| 486 | if variable=='tauu': |
|---|
| 487 | longvarname = 'Zonal Wind Stress' |
|---|
| 488 | shortvarname = '' |
|---|
| 489 | if variable=='tauv': |
|---|
| 490 | longvarname = 'Meridional Wind Stress' |
|---|
| 491 | shortvarname = '' |
|---|
| 492 | if variable=='pme': |
|---|
| 493 | longvarname = 'P-E Precip-Evap(hfls/2.5e6) mm/day' |
|---|
| 494 | shortvarname = '' |
|---|
| 495 | # |
|---|
| 496 | if short: |
|---|
| 497 | return shortvarname |
|---|
| 498 | else: |
|---|
| 499 | return longvarname |
|---|
| 500 | |
|---|
| 501 | |
|---|
| 502 | |
|---|
