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A hybrid data-driven model integrating hydrometeorological factors for snowmelt flood early warning in an arid mountain basin

WANG Zerui LI Xiaoyang LIU Yongqiang WANG Weiping LI Yaqian ZHANG Yuanwei

Journal of Arid Land2026，Vol.18Issue(8)：P.1331-1353,23.

Journal of Arid Land2026，Vol.18Issue(8)：P.1331-1353,23.DOI:10.1016/j.jaridl.2026.08.003

A hybrid data-driven model integrating hydrometeorological factors for snowmelt flood early warning in an arid mountain basin

WANG Zerui ¹LI Xiaoyang ¹LIU Yongqiang ¹WANG Weiping ¹LI Yaqian ¹ZHANG Yuanwei¹

作者信息

1. College of Geography and Remote Sensing Sciences,Xinjiang University,Urumqi 830017,China Xinjiang Key Laboratory of Oasis Ecology,Xinjiang University,Urumqi 830017,China
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摘要

关键词

snowmelt flood/multiple linear regression(MLR)/backpropagation neural network(BPNN)/simulated annealing(SA)/Hutubi River Basin

分类

天文与地球科学

引用本文复制引用

WANG Zerui,LI Xiaoyang,LIU Yongqiang,WANG Weiping,LI Yaqian,ZHANG Yuanwei..A hybrid data-driven model integrating hydrometeorological factors for snowmelt flood early warning in an arid mountain basin[J].Journal of Arid Land,2026,18(8):P.1331-1353,23.

基金项目

funded by the National Key Research and Development Program of China(2019YFC1510505) （2019YFC1510505）

the National Undergraduate Training Program for Innovation and Entrepreneurship of Xinjiang University(202510755008). （202510755008）

Journal of Arid Land

ISSN：1674-6767

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