Evaluation of variability among different precipitation products in the Northern Great Plains

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dc.contributor.author
Xu, Xiaoyong
Frey, Steven K.
Boluwade, Alaba
Erler, Andre R.
Khader, Omar
Lapen, David R.
Sudicky, Edward
dc.date.accepted
2019-05-22
dc.date.accessioned
2024-01-12T23:03:32Z
dc.date.available
2024-01-12T23:03:32Z
dc.date.issued
2019-05-30
dc.date.submitted
2018-11-26
dc.description.abstract - en
Study region The Northern Great Plains. Study focus Seasonal and extreme hydro-climatological events in the Northern Great Plains can have significant socio-economic impacts. Although a variety of precipitation datasets can be used for characterizing the hydro-climatological behavior of this region, much of our knowledge on precipitation variability among different products over this region comes from the coarse-scale evaluation studies for the whole Canada or CONUS, many of which may under-represent the performance of different precipitation products over these areas. The present study is intended to fill this gap. Daily total precipitation data derived from CaPA, ERA-Interim, ERA5, JRA-55, MERRA-2 and NLDAS-2, respectively, are evaluated over the Assiniboine River Basin (ARB), which represents many of the hydro-climatological complexities associated with the Northern Great Plains. Additionally, the spatial and year-to-year variations in total liquid water flux for spring and early summer are also examined over the ARB. New hydrological insights for the region Precipitation products typically perform better in spring and autumn than in summer and winter. Overall, CaPA performs best, except for a severe underestimation of summer precipitation. MERRA-2 is typically the second best. ERA5 typically outperforms ERA-Interim. NLDAS-2 has a fairly low performance. JRA-55 has the lowest performance, exhibiting a strong wet bias. The quantified variability among these products will help characterize sources of uncertainty for hydro-climatological analysis within the Northern Great Plains.
dc.identifier.citation
Xu, X., Frey, S. K., Boluwade, A., Erler, A. R., Khader, O., Lapen, D. R., & Sudicky, E. (2019). Evaluation of variability among different precipitation products in the Northern Great Plains. Journal of Hydrology: Regional Studies, 24, 100608. https://doi.org/10.1016/j.ejrh.2019.100608
dc.identifier.doi
https://doi.org/10.1016/j.ejrh.2019.100608
dc.identifier.issn
2214-5818
dc.identifier.uri
https://open-science.canada.ca/handle/123456789/1776
dc.language.iso
en
dc.publisher
Elsevier B.V.
dc.rights - en
Creative Commons Attribution 4.0 International (CC BY 4.0)
dc.rights - fr
Creative Commons Attribution 4.0 International (CC BY 4.0)
dc.rights.openaccesslevel - en
Gold
dc.rights.openaccesslevel - fr
Or
dc.rights.uri - en
https://creativecommons.org/licenses/by/4.0/
dc.rights.uri - fr
https://creativecommons.org/licenses/by/4.0/deed.fr
dc.subject - en
Agriculture
dc.subject - fr
Agriculture
dc.subject.en - en
Agriculture
dc.subject.fr - fr
Agriculture
dc.title - en
Evaluation of variability among different precipitation products in the Northern Great Plains
dc.type - en
Article
dc.type - fr
Article
local.acceptedmanuscript.articlenum
100608
local.article.journaltitle
Journal of Hydrology: Regional Studies
local.article.journalvolume
24
local.peerreview - en
Yes
local.peerreview - fr
Oui
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