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Dataset: ens_forc.2004.016.nc
Catalog: https://thredds.rda.ucar.edu/thredds/catalog/files/g/d613000/ensemble/2004/catalog.html
dataFormatNetCDF
authorityedu.ucar.rda
featureTypeGRID
dataSize238707758
idfiles/g/d613000/ensemble/2004/ens_forc.2004.016.nc
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Documentation
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Description:

  • Rights: Freely Available
  • summary: Most datasets of surface meteorology are deterministic, yet many applications using these datasets require or can benefit from uncertainty estimates in meteorological fields. Motivated by this gap, we applied a locally-weighted spatial regression technique with the widely-used North American Land Data Assimilation version 2 (NLDAS-2) dataset values to generate ensemble estimates for daily precipitation, daily mean temperature, and diurnal temperature range. The approach is a form of ensemble dressing. This uncertainty dataset and methods from this work are made publicly available to support research such a data assimilation or model uncertainty studies. The dataset includes a 100-member ensemble for daily precipitation, temperature and diurnal temperature range at 1/8th degree for the NLDAS-2 domain (25 to 53 North, 125 to 67 West), for the time period 1979-2019. It also includes the spatial regression coefficients and other inputs needed to run the Gridded Meteorological Ensemble Tool (GMET) used to generate the ensembles. A limited number of summary statistical analyses of the dataset are also included.
  • NCAR RDA - Ensemble Dressing of North American Land Data Assimilation version 2 (EDN2)(d613000)

Dates:

  • modified : 2021-08-11T16:52:06.810Z

Creators:

  • UCAR/NCAR/CGD
  • UCAR/NCAR/RAL/HAP
  • USASK/HYDROLOGY

Publishers:

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