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Note

We recommend that you get familiar with datasets archive data and their availability using http://apps.ecmwf.int/datasets/ MARS catalogue

You can also get the request syntax using "View MARS request" feature.

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Code Block
languagebash
verb,
 keyword1 = value1,
      ... = value2,
 keywordN = valueN
  • verb: action to be taken (e.g. retrieve, list, read)
  • keyword: a known MARS variable, e.g. type or date
  • value: value assigned to the keyword, e.g. Analysis or temperature

Retrieve example from "View MARS request":

Code Block
titleMARS request
retrieve,
 stream=oper,
 levtype=sfc,
 param=165.128/41.128

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,
 step=0,
 grid=0.75/0.75,
 time=00,
 date=2013-09-01/to/2013-09-30,
 type=an,
 class=ei

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Keyword

language
Keyword
py
definition
titlePython equivalence
 #!/usr/bin/env python
from ecmwfapi import ECMWFDataServer
   
server = ECMWFDataServer()
   
server.retrieve({
    'dataset' : "interim",
	'time'    : "00",
	'date'    : "2013-09-01/to/2013-09-30",
    'step'    : "0",
    'type'    : "an",
    'levtype' : "sfc",    
    'param'   : "165.128/41.128",
    'grid'    : "0.75/0.75",
    'target'  : "interim201309.grib"
    })

Keyword

See Dataset section below.
class

Specifies the ECMWF classification given to the data

  • Operations (od)
  • Research experiments (rd)
  • Re-Analysis datasets (e4 for ERA-40, er for ERA-15)
  • European Climate Network Support (cs)
  • DEMETER project (dm)
stream
Identifies the forecasting system used to generated the data when the same meteorological types are archived
For example, oper is used for the Operational Atmospheric model and wave for the Wave model. Both models produce Analysis and Forecast data types.
expver
Is the version of the data
Keyworddefinition
dataset
Date & Time
time

Base time (00, 06, 12 and 18)

Observation time (HHMM or HH:MM: ie 09:30)

date

Specifies the Analysis date, the Forecast base date or Observations date. Formats

  • Absolute as YYYY-MM-DD, YYYYMMDD. The day of the year can also be used: YYYY-DDD
  • Relative as -n ; n is the number of days before today (i.e., -1 = yesterday )
  • Name of month (e.g. january for Climatology data)
  • Operational monthly means are retrieved by setting day (DD) to 00.
stepSpecifies the forecast time step from forecast base time. Valid values are hours (HH)
Fields
type

Determines the type of field to be retrieved:

This keyword makes the selection between observations, images or fields, and it determines some of the valid remaining keywords of the request.
  • Analysis (an)
  • Forecast (fc)
  • Perturbed Forecast (pf)
  • Control Forecast (cf)
levtype

Denotes type of level:

  • Model level (ml)
  • Pressure level (pl)
  • Surface (sfc)
  • Potential vorticity (pv)
  • Potential temperature (pt)
  • Depth (dp)
param

Meteorological parameter. (t, temprerature, 130, 30.128, ...)

grid

Output grid mesh

  • Latitude/longitude increments in degrees (2.5/2.5)
  • Number of latitude lines from Pole to Equator (160)
Storage
target
specifies a Unix file into which data is to be written after retrieval or manipulation. Path names should always be enclosed in double quotes:
target = "analysis.grb"

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Catalogues can be found in http://apps.ecmwf.int/datasets

DatasetDescriptionLicenceCatalogue
era15ECMWF Global Reanalysis Data - ERA-15 (Jan 1979 - Dec 1993)generalhttp://apps.ecmwf.int/datasets/data/era15
era20cReanalysis of the 20th-century using surface observations only (Jan 1900 - Dec 2010):generalhttp://apps.ecmwf.int/datasets/data/era20c_daily
era20cmv0ERA-20CM: Ensemble of climate model integrations (Experimental version)generalhttp://apps.ecmwf.int/datasets/data/era20cmv0_edmm
era40ECMWF Global Reanalysis Data - ERA-40 (Sep 1957 - Aug 2002)generalhttp://apps.ecmwf.int/datasets/data/era40_daily
eraclimERA-20CM: Ensemble of climate model integrationsgeneralComing soon...
icoadsICOADS v2.5.1 with interpolated 20CR feedbackgeneralhttp://apps.ecmwf.int/datasets/data/icoads
interimECMWF Global Reanalysis Data - ERA Interim (Jan 1979 - present)generalhttp://apps.ecmwf.int/datasets/data/interim_full_daily
ispdISPD v2.2generalhttp://apps.ecmwf.int/datasets/data/ispd
maccMACCmacchttp://apps.ecmwf.int/datasets/data/macc_reanalysis
macc_nrealtimeMACC Near Real-timemacc_nrealtimehttp://apps.ecmwf.int/datasets/data/macc_nrealtime/
tiggeTIGGE (THORPEX Interactive Grand Global Ensemble)tiggehttp://apps.ecmwf.int/datasets/data/tigge
yotcYOTC (Year of Tropical Convection)generalhttp://apps.ecmwf.int/datasets/data/yotc_od