干旱区生态环境知识资源中心(Arid): Analysis of NASA POWER reanalysis products to predict temperature and precipitation in Euphrates River basin

Arid

DOI	10.1016/j.jhydrol.2023.129327
	Analysis of NASA POWER reanalysis products to predict temperature and precipitation in Euphrates River basin
	Tayyeh, Halah Kadhim; Mohammed, Ruqayah
通讯作者	Tayyeh, HK
来源期刊	JOURNAL OF HYDROLOGY
ISSN	0022-1694
EISSN	1879-2707
出版年	2023
卷号	619
英文摘要	Receiving climate data from observed ground stations is typically difficult and expensive. This study compares observed data from 9 dispersed weather stations across the Euphrates River Basin, Iraq, to NASA POWER reanalysis products for daily, monthly, and annual precipitation, maximum (Tmax), and minimum (Tmin) air temperatures. Results demonstrated well-reliable for each of the NASA POWER products and observed data for all parameters. The coefficient of determination (R2) for precipitation, maximum temperature, and minimum temperature, respectively, ranges from 0.74 to 0.91, 0.74 to 0.94, and 0.72 to 0.95. The respective ranges for the Nash and Sutcliffe efficiencies (NSE) are 0.74 to 0.84, 0.63 to 0.85, and 0.4 to 0.75. Comparatively, the mean bias error (MBE) lies within the ranges of 0.19 to 1.61,-0.53 to +0.03, and +0.37 to +1.5, respectively. For pre-cipitation products, NASA POWER has produced results on three different timescales that are satisfactory. The accuracy of the NASA product was good in humid regions of the west and northwest, but it declined in arid, and semi-arid regions, like the desert. Results demonstrate that NASA POWER can be effective in creating weather data sets in the absence or inaccessibility of ground weather station data.
英文关键词	Satellite product NASA POWER (NP) Weather databases Euphrates climatic zones Statistical evaluations
类型	Article
语种	英语
收录类别	SCI-E
WOS记录号	WOS:000957178700001
WOS关键词	AMERICAN NATIONAL AERONAUTICS ; DAILY SOLAR-RADIATION ; DAILY AIR-TEMPERATURE ; REFERENCE EVAPOTRANSPIRATION ; MODEL ; SATELLITE ; SIMULATION ; CROP ; VALIDATION ; VARIABLES
WOS类目	Engineering, Civil ; Geosciences, Multidisciplinary ; Water Resources
WOS研究方向	Engineering ; Geology ; Water Resources
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/397389
推荐引用方式 GB/T 7714	Tayyeh, Halah Kadhim,Mohammed, Ruqayah. Analysis of NASA POWER reanalysis products to predict temperature and precipitation in Euphrates River basin[J],2023,619.
APA	Tayyeh, Halah Kadhim,&Mohammed, Ruqayah.(2023).Analysis of NASA POWER reanalysis products to predict temperature and precipitation in Euphrates River basin.JOURNAL OF HYDROLOGY,619.
MLA	Tayyeh, Halah Kadhim,et al."Analysis of NASA POWER reanalysis products to predict temperature and precipitation in Euphrates River basin".JOURNAL OF HYDROLOGY 619(2023).