Skip Navigation

EMDNA: Ensemble Meteorological Dataset for North America

Description: The Ensemble Meteorological Dataset for North America (EMDNA) contains daily precipitation, mean daily temperature, and daily temperature range at the 0.1-degree resolution from 1979 to 2018. Minimum and maximum temperature can be calculated from mean temperature and temperature range. EMDNA merges station observations and reanalysis model outputs to improve the quality of estimates. The dataset is expected to be useful for hydrological and meteorological applications in North America.
Two types of datasets are provided by EMDNA, including the probabilistic dataset and the deterministic dataset. The probabilistic dataset has 100 equally plausible ensemble members, which can be used to evaluate the impact of the uncertainties in a myriad of applications. The deterministic dataset is generated during the production of ensemble members and can be applied in studies that do not need uncertainty estimation.
Authors: Tang, Guoqiang; University of Saskatchewan; https://orcid.org/0000-0002-0923-583 ORCID iD
Clark, Martyn P.; University of Saskatchewan
Papalexiou, Simon Michael; University of Saskatchewan
Newman, Andrew J.; National Center for Atmospheric Research
Wood, Andrew W.; National Center for Atmospheric Research
Brunet, Dominique; Environment and Climate Change Canada
Whitfield, Paul H.; University of Saskatchewan
Keywords: Precipitation
Temperature
Ensemble
North America
Date: 8-Oct-2020
Publisher: Federated Research Data Repository / dépôt fédéré de données de recherche
URI: https://doi.org/10.20383/101.0275
Related Identifiers: 
Geographic Coverage: 
Place Name
North America
Geolocation Box: 
West Longitude
-180
East Longitude
-50
North Latitude
85
South Latitude
5
Appears in Collections:Global Water Futures

Files in Dataset 
No files uploaded

Files for this dataset are currently being backed up so it cannot be approved at this time. Please try later.
Access to this dataset is subject to the following terms:
Creative Commons Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/
Citation
Tang, G. , Clark, M. , Papalexiou, S. , Newman, A. , Wood, A. , Brunet, D. , Whitfield, P. (2020) EMDNA: Ensemble Meteorological Dataset for North America. Federated Research Data Repository. https://doi.org/10.20383/101.0275