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1. Context.The concept of "nominal" start date in lagged start ensembles
...
Due to a number of reasons, members from ensembles using the "lagged start" approach are bundled together at C3S and labelled with a "nominal" start date (see details here).
The C3S seasonal forecast datasets are based on GRIB files stored at ECMWF MARS archive where that "nominal" start date is used to index the monthly data (monthly statistics and monthly post-processed products like anomalies). Hence, the details about the original initialization date could get lost in those files. Nonetheless, the data at daily and sub-daily time frequencies is always encoded with the real initialization date, as it can be seen in the example below:
...
In the future, systems using the lagged start approach introduced into C3S will also use localDefinitionNumber=12
What has changed?
| localDefinitionNumber=12 (after December 2019) | |
|---|---|---|
| Date used in the CDS requests | Nominal start date GRIB keywords: dataDate, dataTime | Nominal start date GRIB keywords: indexingDate, indexingTime |
| Real start date | Not available | GRIB keywords: dataDate, dataTime |
It is important to bear in mind that most common grib tools will read dataDate and dataTime
...
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import cdsapi
c = cdsapi.Client()
c.retrieve(
'seasonal-monthly-single-levels',
{
'format': 'grib',
'originating_centre': 'ukmo',
'system': '14',
'variable': '2m_temperature',
'product_type': 'monthly_mean',
'year': '1993',
'month': '12',
'leadtime_month': [ '1', '2', '3', '4', '5', '6', ],
},
'c3s_seas_ukmo199312_t2m.grib') |
...
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> grib_ls -p origin,type,shortName,number,indexingDate,indexingTime,dataDate,dataTime,indexingDate,indexingTime,step,fcmonth,verifyingMonth c3s_seas_ukmo199312_t2m.grib c3s_seas_ukmo199312_t2m.grib origin type shortName number dataDateindexingDate indexingTime dataTimedataDate indexingDatedataTime indexingTime step fcmonth verifyingMonth egrr fcmean 2t 0 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 1 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 2 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 3 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 4 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 5 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 6 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 7 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 8 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 9 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 10 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 11 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 12 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 13 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 14 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 15 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 16 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 17 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 18 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 19 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 20 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 21 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 22 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 23 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 24 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 25 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 26 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 27 19931201not_found not_found 0 19931201 0 not_found not_found 744 1 199312 egrr fcmean 2t 0 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 1 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 2 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 3 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 4 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 5 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 6 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 7 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 8 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 9 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 10 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 11 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 12 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 13 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 14 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 15 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 16 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 17 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 18 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 19 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 20 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 21 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 22 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 23 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 24 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 25 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 26 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 egrr fcmean 2t 27 19931201not_found not_found 0 19931201 0 not_found not_found 1488 2 199401 |
Example 2: NCEP hindcast data for December 1993 (localDefinitionNumber=12)
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import cdsapi egrr c = cdsapi.Client() c.retrieve( 'seasonal-monthly-single-levels', { fcmean 'format': 'grib', 2t 'originating_centre': 'ncep', 0 'system': '2', 'variable': '2m_temperature', 19931201 'product_type': 'monthly_mean', 0 'year': '1993', 'month': not_found'12', not_found 'leadtime_month': [ '1', '2', ], 2160 }, 'c3s_seas_ukmo199312_t2m.grib') |
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> grib_ls -p origin,type,shortName,number,indexingDate,indexingTime,dataDate,dataTime,step,fcmonth,verifyingMonth c3s_seas_ncep199312_t2m.grib c3s_seas_ncep199312_t2m.grib origin 3 type 199402 shortName egrr number fcmeanindexingDate indexingTime dataDate 2t dataTime 1step fcmonth 19931201 verifyingMonth 0 kwbc fcmean not_found not_found2t 2160 0 3 19931201 199402 0 egrr 19931127 fcmean 0 2t 840 2 1 19931201 0 199312 kwbc not_found not_foundfcmean 2160 2t 3 1 199402 19931201 egrr 0 fcmean 19931127 2t 6 3 840 19931201 1 0 199312 not_found kwbc not_found 2160 fcmean 3 2t 1994022 egrr 19931201 fcmean 0 2t 19931127 4 12 19931201840 0 1 not_found 199312 not_found 2160 kwbc 3fcmean 2t 199402 egrr3 fcmean 19931201 2t 0 5 19931127 18 19931201 0 840 not_found1 not_found 2160 199312 kwbc 3 fcmean 199402 2t egrr 4 fcmean 2t 19931201 0 6 1993120119931122 0 not_found960 not_found 1 2160 3 199312 kwbc 199402 fcmean egrr 2t fcmean 2t 5 7 19931201 0 19931201 0 19931122 6 not_found not_found 960 2160 1 3 199402199312 egrrkwbc fcmean 2t 86 19931201 0 not_found19931122 not_found 12 2160 960 3 1 199402 egrr199312 kwbc fcmean 2t 97 19931201 0 19931122 18 not_found not_found 960 2160 31 199402199312 egrrkwbc fcmean 2t 108 19931201 0 19931117 not_found 0 not_found 21601080 31 199402199312 egrrkwbc fcmean 2t 9 11 19931201 0 19931117 6 not_found not_found 21601080 31 199402199312 egrrkwbc fcmean 2t 1210 19931201 0 19931117 not_found 12 not_found 21601080 31 199402199312 egrrkwbc fcmean 2t 1311 19931201 0 19931117 not_found 18 not_found 21601080 31 199402199312 egrrkwbc fcmean 2t 1412 19931201 0 19931112 0 not_found not_found 21601200 31 199402199312 egrrkwbc fcmean 2t 1513 19931201 0 not_found19931112 6 not_found 21601200 31 199402199312 egrrkwbc fcmean 2t 1614 19931201 0 19931112 not_found12 not_found 21601200 31 199402199312 egrrkwbc fcmean 2t 1715 19931201 0 19931112 not_found 18 not_found 21601200 31 199402199312 egrrkwbc fcmean 2t 1816 19931201 0 19931107 0 not_found not_found 21601320 31 199402199312 egrrkwbc fcmean 2t 1917 19931201 0 19931107 not_found6 not_found 21601320 31 199402199312 egrrkwbc fcmean 2t 2018 19931201 0 19931107 not_found 12 not_found 21601320 31 199402199312 egrrkwbc fcmean 2t 2119 19931201 0 not_found19931107 not_found 18 2160 1320 3 1 199402 199312 egrr kwbc fcmean 2t 2220 19931201 0 19931102 not_found 0 not_found 21601440 31 199402199312 egrrkwbc fcmean 2t 2321 19931201 0 19931102 6 not_found not_found 21601440 31 199402199312 egrrkwbc fcmean 2t 2422 19931201 0 19931102 not_found 12 not_found 21601440 31 199402199312 egrrkwbc fcmean 2t 2523 19931201 0 19931102 not_found18 not_found 21601440 31 199402199312 egrrkwbc fcmean 2t 260 19931201 0 19931127 not_found0 not_found 21601584 32 199402199401 egrrkwbc fcmean 2t 1 27 19931201 0 19931127 6 not_found not_found 21601584 32 199402199401 egrrkwbc fcmean 2t 02 19931201 0 not_found19931127 not_found 12 29041584 42 199403199401 egrrkwbc fcmean 2t 13 19931201 0 19931127 not_found 18 not_found 29041584 42 199403199401 egrrkwbc fcmean 2t 24 19931201 0 19931122 0 not_found not_found 29041704 42 199403199401 egrrkwbc fcmean 2t 35 19931201 0 19931122 not_found 6 not_found 29041704 42 199403199401 egrrkwbc fcmean 2t 46 19931201 0 19931122 not_found12 not_found 29041704 42 199403199401 egrrkwbc fcmean 2t 57 19931201 0 19931122 not_found18 not_found 29041704 42 199403199401 egrrkwbc fcmean 2t 68 19931201 0 not_found19931117 not_found 0 2904 1824 4 2 199403 egrr199401 kwbc fcmean fcmean 2t 2t 7 9 19931201 0 19931117 not_found 6 not_found 29041824 42 199403199401 egrrkwbc fcmean 2t 810 19931201 0 19931117 not_found12 not_found 29041824 42 199403199401 egrrkwbc fcmean 2t 9 11 19931201 0 19931117 not_found 18 not_found 29041824 42 199403199401 egrrkwbc fcmean 2t 1012 19931201 0 19931112 0 not_found not_found 29041944 42 199403199401 egrrkwbc fcmean 2t 1113 19931201 0 19931112 not_found 6 not_found 29041944 42 199403199401 egrrkwbc fcmean 2t 1214 19931201 0 19931112 not_found12 not_found 29041944 42 199403199401 egrrkwbc fcmean 2t 1315 19931201 0 not_found19931112 not_found 18 29041944 42 199403199401 egrrkwbc fcmean 2t 1416 19931201 0 19931107 not_found 0 not_found 29042064 42 199403199401 egrrkwbc fcmean 2t 1517 19931201 0 19931107 6 not_found not_found 29042064 42 199403199401 egrrkwbc fcmean 2t 1618 19931201 0 19931107 not_found 12 not_found 29042064 42 199403199401 egrrkwbc fcmean 2t 1719 19931201 0 19931107 not_found18 not_found 29042064 42 199403199401 egrrkwbc fcmean 2t 1820 19931201 0 19931102 not_found0 not_found 29042184 42 199403199401 egrrkwbc fcmean 2t 1921 19931201 0 not_found19931102 not_found 6 2904 2184 4 2 199403 egrr199401 kwbc fcmean fcmean 2t 2t 20 22 19931201 0 19931201 0 not_found not_found 19931102 2904 12 4 2184 199403 2 egrr fcmean 2t 21 19931201 0 not_found not_found 2904 4 199403199401 egrrkwbc fcmean 2t 2223 19931201 0 not_found 19931102 not_found 18 2904 2184 4 2 199403 egrr 199401 fcmean 2t 23 19931201 0 not_found not_found 2904 4 199403 egrr fcmean 2t 24 19931201 0 not_found not_found 2904 4 199403 egrr fcmean 2t 25 19931201 0 not_found not_found 2904 4 199403 egrr fcmean 2t 26 19931201 0 not_found not_found 2904 4 199403 egrr fcmean 2t 27 19931201 0 not_found not_found 2904 4 199403 egrr fcmean 2t 0 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 1 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 2 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 3 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 4 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 5 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 6 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 7 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 8 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 9 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 10 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 11 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 12 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 13 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 14 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 15 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 16 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 17 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 18 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 19 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 20 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 21 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 22 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 23 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 24 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 25 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 26 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 27 19931201 0 not_found not_found 3624 5 199404 egrr fcmean 2t 0 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 1 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 2 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 3 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 4 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 5 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 6 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 7 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 8 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 9 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 10 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 11 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 12 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 13 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 14 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 15 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 16 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 17 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 18 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 19 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 20 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 21 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 22 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 23 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 24 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 25 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 26 19931201 0 not_found not_found 4368 6 199405 egrr fcmean 2t 27 19931201 0 not_found not_found 4368 6 199405 168 of 168 messages in c3s_seas_ukmo199312_t2m.grib |
Example 2: NCEP hindcast data for December 1993 (localDefinitionNumber=12)
| Code Block | ||||
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import cdsapi
c = cdsapi.Client()
c.retrieve(
'seasonal-monthly-single-levels',
{
'format': 'grib',
'originating_centre': 'ncep',
'system': '2',
'variable': '2m_temperature',
'product_type': 'monthly_mean',
'year': '1993',
'month': '12',
'leadtime_month': [ '1', '2', '3', '4', '5', '6', ],
},
'c3s_seas_ukmo199312_t2m.grib')
|
|
| Info | ||||
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This document has been produced in the context of the Copernicus Climate Change Service (C3S). The activities leading to these results have been contracted by the European Centre for Medium-Range Weather Forecasts, operator of C3S on behalf of the European Union (Delegation agreement signed on 11/11/2014). All information in this document is provided "as is" and no guarantee or warranty is given that the information is fit for any particular purpose. The users thereof use the information at their sole risk and liability. For the avoidance of all doubt, the European Commission and the European Centre for Medium-Range Weather Forecasts have no liability in respect of this document, which is merely representing the author's view. | ||||
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| > grib_ls -p origin,type,shortName,number,dataDate,dataTime,indexingDate,indexingTime,step,fcmonth,verifyingMonth c3s_seas_ncep199312_t2m.grib c3s_seas_ncep199312_t2m.grib origin type shortName number dataDate dataTime indexingDate indexingTime step fcmonth verifyingMonth kwbc fcmean 2t 0 19931127 0 19931201 0 840 1 199312 kwbc fcmean 2t 1 19931127 6 19931201 0 840 1 199312 kwbc fcmean 2t 2 19931127 12 19931201 0 840 1 199312 kwbc fcmean 2t 3 19931127 18 19931201 0 840 1 199312 kwbc fcmean 2t 4 19931122 0 19931201 0 960 1 199312 kwbc fcmean 2t 5 19931122 6 19931201 0 960 1 199312 kwbc fcmean 2t 6 19931122 12 19931201 0 960 1 199312 kwbc fcmean 2t 7 19931122 18 19931201 0 960 1 199312 kwbc fcmean 2t 8 19931117 0 19931201 0 1080 1 199312 kwbc fcmean 2t 9 19931117 6 19931201 0 1080 1 199312 kwbc fcmean 2t 10 19931117 12 19931201 0 1080 1 199312 kwbc fcmean 2t 11 19931117 18 19931201 0 1080 1 199312 kwbc fcmean 2t 12 19931112 0 19931201 0 1200 1 199312 kwbc fcmean 2t 13 19931112 6 19931201 0 1200 1 199312 kwbc fcmean 2t 14 19931112 12 19931201 0 1200 1 199312 kwbc fcmean 2t 15 19931112 18 19931201 0 1200 1 199312 kwbc fcmean 2t 16 19931107 0 19931201 0 1320 1 199312 kwbc fcmean 2t 17 19931107 6 19931201 0 1320 1 199312 kwbc fcmean 2t 18 19931107 12 19931201 0 1320 1 199312 kwbc fcmean 2t 19 19931107 18 19931201 0 1320 1 199312 kwbc fcmean 2t 20 19931102 0 19931201 0 1440 1 199312 kwbc fcmean 2t 21 19931102 6 19931201 0 1440 1 199312 kwbc fcmean 2t 22 19931102 12 19931201 0 1440 1 199312 kwbc fcmean 2t 23 19931102 18 19931201 0 1440 1 199312 kwbc fcmean 2t 0 19931127 0 19931201 0 1584 2 199401 kwbc fcmean 2t 1 19931127 6 19931201 0 1584 2 199401 kwbc fcmean 2t 2 19931127 12 19931201 0 1584 2 199401 kwbc fcmean 2t 3 19931127 18 19931201 0 1584 2 199401 kwbc fcmean 2t 4 19931122 0 19931201 0 1704 2 199401 kwbc fcmean 2t 5 19931122 6 19931201 0 1704 2 199401 kwbc fcmean 2t 6 19931122 12 19931201 0 1704 2 199401 kwbc fcmean 2t 7 19931122 18 19931201 0 1704 2 199401 kwbc fcmean 2t 8 19931117 0 19931201 0 1824 2 199401 kwbc fcmean 2t 9 19931117 6 19931201 0 1824 2 199401 kwbc fcmean 2t 10 19931117 12 19931201 0 1824 2 199401 kwbc fcmean 2t 11 19931117 18 19931201 0 1824 2 199401 kwbc fcmean 2t 12 19931112 0 19931201 0 1944 2 199401 kwbc fcmean 2t 13 19931112 6 19931201 0 1944 2 199401 kwbc fcmean 2t 14 19931112 12 19931201 0 1944 2 199401 kwbc fcmean 2t 15 19931112 18 19931201 0 1944 2 199401 kwbc fcmean 2t 16 19931107 0 19931201 0 2064 2 199401 kwbc fcmean 2t 17 19931107 6 19931201 0 2064 2 199401 kwbc fcmean 2t 18 19931107 12 19931201 0 2064 2 199401 kwbc fcmean 2t 19 19931107 18 19931201 0 2064 2 199401 kwbc fcmean 2t 20 19931102 0 19931201 0 2184 2 199401 kwbc fcmean 2t 21 19931102 6 19931201 0 2184 2 199401 kwbc fcmean 2t 22 19931102 12 19931201 0 2184 2 199401 kwbc fcmean 2t 23 19931102 18 19931201 0 2184 2 199401 kwbc fcmean 2t 0 19931127 0 19931201 0 2256 3 199402 kwbc fcmean 2t 1 19931127 6 19931201 0 2256 3 199402 kwbc fcmean 2t 2 19931127 12 19931201 0 2256 3 199402 kwbc fcmean 2t 3 19931127 18 19931201 0 2256 3 199402 kwbc fcmean 2t 4 19931122 0 19931201 0 2376 3 199402 kwbc fcmean 2t 5 19931122 6 19931201 0 2376 3 199402 kwbc fcmean 2t 6 19931122 12 19931201 0 2376 3 199402 kwbc fcmean 2t 7 19931122 18 19931201 0 2376 3 199402 kwbc fcmean 2t 8 19931117 0 19931201 0 2496 3 199402 kwbc fcmean 2t 9 19931117 6 19931201 0 2496 3 199402 kwbc fcmean 2t 10 19931117 12 19931201 0 2496 3 199402 kwbc fcmean 2t 11 19931117 18 19931201 0 2496 3 199402 kwbc fcmean 2t 12 19931112 0 19931201 0 2616 3 199402 kwbc fcmean 2t 13 19931112 6 19931201 0 2616 3 199402 kwbc fcmean 2t 14 19931112 12 19931201 0 2616 3 199402 kwbc fcmean 2t 15 19931112 18 19931201 0 2616 3 199402 kwbc fcmean 2t 16 19931107 0 19931201 0 2736 3 199402 kwbc fcmean 2t 17 19931107 6 19931201 0 2736 3 199402 kwbc fcmean 2t 18 19931107 12 19931201 0 2736 3 199402 kwbc fcmean 2t 19 19931107 18 19931201 0 2736 3 199402 kwbc fcmean 2t 20 19931102 0 19931201 0 2856 3 199402 kwbc fcmean 2t 21 19931102 6 19931201 0 2856 3 199402 kwbc fcmean 2t 22 19931102 12 19931201 0 2856 3 199402 kwbc fcmean 2t 23 19931102 18 19931201 0 2856 3 199402 kwbc fcmean 2t 0 19931127 0 19931201 0 3000 4 199403 kwbc fcmean 2t 1 19931127 6 19931201 0 3000 4 199403 kwbc fcmean 2t 2 19931127 12 19931201 0 3000 4 199403 kwbc fcmean 2t 3 19931127 18 19931201 0 3000 4 199403 kwbc fcmean 2t 4 19931122 0 19931201 0 3120 4 199403 kwbc fcmean 2t 5 19931122 6 19931201 0 3120 4 199403 kwbc fcmean 2t 6 19931122 12 19931201 0 3120 4 199403 kwbc fcmean 2t 7 19931122 18 19931201 0 3120 4 199403 kwbc fcmean 2t 8 19931117 0 19931201 0 3240 4 199403 kwbc fcmean 2t 9 19931117 6 19931201 0 3240 4 199403 kwbc fcmean 2t 10 19931117 12 19931201 0 3240 4 199403 kwbc fcmean 2t 11 19931117 18 19931201 0 3240 4 199403 kwbc fcmean 2t 12 19931112 0 19931201 0 3360 4 199403 kwbc fcmean 2t 13 19931112 6 19931201 0 3360 4 199403 kwbc fcmean 2t 14 19931112 12 19931201 0 3360 4 199403 kwbc fcmean 2t 15 19931112 18 19931201 0 3360 4 199403 kwbc fcmean 2t 16 19931107 0 19931201 0 3480 4 199403 kwbc fcmean 2t 17 19931107 6 19931201 0 3480 4 199403 kwbc fcmean 2t 18 19931107 12 19931201 0 3480 4 199403 kwbc fcmean 2t 19 19931107 18 19931201 0 3480 4 199403 kwbc fcmean 2t 20 19931102 0 19931201 0 3600 4 199403 kwbc fcmean 2t 21 19931102 6 19931201 0 3600 4 199403 kwbc fcmean 2t 22 19931102 12 19931201 0 3600 4 199403 kwbc fcmean 2t 23 19931102 18 19931201 0 3600 4 199403 kwbc fcmean 2t 0 19931127 0 19931201 0 3720 5 199404 kwbc fcmean 2t 1 19931127 6 19931201 0 3720 5 199404 kwbc fcmean 2t 2 19931127 12 19931201 0 3720 5 199404 kwbc fcmean 2t 3 19931127 18 19931201 0 3720 5 199404 kwbc fcmean 2t 4 19931122 0 19931201 0 3840 5 199404 kwbc fcmean 2t 5 19931122 6 19931201 0 3840 5 199404 kwbc fcmean 2t 6 19931122 12 19931201 0 3840 5 199404 kwbc fcmean 2t 7 19931122 18 19931201 0 3840 5 199404 kwbc fcmean 2t 8 19931117 0 19931201 0 3960 5 199404 kwbc fcmean 2t 9 19931117 6 19931201 0 3960 5 199404 kwbc fcmean 2t 10 19931117 12 19931201 0 3960 5 199404 kwbc fcmean 2t 11 19931117 18 19931201 0 3960 5 199404 kwbc fcmean 2t 12 19931112 0 19931201 0 4080 5 199404 kwbc fcmean 2t 13 19931112 6 19931201 0 4080 5 199404 kwbc fcmean 2t 14 19931112 12 19931201 0 4080 5 199404 kwbc fcmean 2t 15 19931112 18 19931201 0 4080 5 199404 kwbc fcmean 2t 16 19931107 0 19931201 0 4200 5 199404 kwbc fcmean 2t 17 19931107 6 19931201 0 4200 5 199404 kwbc fcmean 2t 18 19931107 12 19931201 0 4200 5 199404 kwbc fcmean 2t 19 19931107 18 19931201 0 4200 5 199404 kwbc fcmean 2t 20 19931102 0 19931201 0 4320 5 199404 kwbc fcmean 2t 21 19931102 6 19931201 0 4320 5 199404 kwbc fcmean 2t 22 19931102 12 19931201 0 4320 5 199404 kwbc fcmean 2t 23 19931102 18 19931201 0 4320 5 199404 kwbc fcmean 2t 0 19931127 0 19931201 0 4464 6 199405 kwbc fcmean 2t 1 19931127 6 19931201 0 4464 6 199405 kwbc fcmean 2t 2 19931127 12 19931201 0 4464 6 199405 kwbc fcmean 2t 3 19931127 18 19931201 0 4464 6 199405 kwbc fcmean 2t 4 19931122 0 19931201 0 4584 6 199405 kwbc fcmean 2t 5 19931122 6 19931201 0 4584 6 199405 kwbc fcmean 2t 6 19931122 12 19931201 0 4584 6 199405 kwbc fcmean 2t 7 19931122 18 19931201 0 4584 6 199405 kwbc fcmean 2t 8 19931117 0 19931201 0 4704 6 199405 kwbc fcmean 2t 9 19931117 6 19931201 0 4704 6 199405 kwbc fcmean 2t 10 19931117 12 19931201 0 4704 6 199405 kwbc fcmean 2t 11 19931117 18 19931201 0 4704 6 199405 kwbc fcmean 2t 12 19931112 0 19931201 0 4824 6 199405 kwbc fcmean 2t 13 19931112 6 19931201 0 4824 6 199405 kwbc fcmean 2t 14 19931112 12 19931201 0 4824 6 199405 kwbc fcmean 2t 15 19931112 18 19931201 0 4824 6 199405 kwbc fcmean 2t 16 19931107 0 19931201 0 4944 6 199405 kwbc fcmean 2t 17 19931107 6 19931201 0 4944 6 199405 kwbc fcmean 2t 18 19931107 12 19931201 0 4944 6 199405 kwbc fcmean 2t 19 19931107 18 19931201 0 4944 6 199405 kwbc fcmean 2t 20 19931102 0 19931201 0 5064 6 199405 kwbc fcmean 2t 21 19931102 6 19931201 0 5064 6 199405 kwbc fcmean 2t 22 19931102 12 19931201 0 5064 6 199405 kwbc fcmean 2t 23 19931102 18 19931201 0 5064 6 199405 144 of 144 messages in c3s_seas_ncep199312_t2m.grib |