Estimating surface heat and water vapor fluxes by combining two-source energy balance model and back-propagation neural network.

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第一作者： Jiaojiao,Feng

第一单位： Key Laboratory of Remote Sensing of Gansu Province, Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China; University of Chinese Academy of Sciences, Beijing 100049, China. Electronic address: fengjiao@lzb.ac.cn.

作者： Jiaojiao,Feng ^[1] ; Weizhen,Wang ^[2] ; Feinan,Xu ^[3] ; Saiyu,Sun ^[4]

作者单位： Key Laboratory of Remote Sensing of Gansu Province, Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China; University of Chinese Academy of Sciences, Beijing 100049, China. Electronic address: fengjiao@lzb.ac.cn. ^[1] Key Laboratory of Remote Sensing of Gansu Province, Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China; Key Laboratory of Land Surface Process and Climate Change in Cold and Arid Regions, Chinese Academy of Sciences, Lanzhou 730000, China. Electronic address: weizhen@lzb.ac.cn. ^[2] Key Laboratory of Remote Sensing of Gansu Province, Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China; University of Chinese Academy of Sciences, Beijing 100049, China. Electronic address: xufeinan@lzb.ac.cn. ^[3] Key Laboratory of Remote Sensing of Gansu Province, Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China; University of Chinese Academy of Sciences, Beijing 100049, China. ^[4]

关键词 BPNN Finer spatial resolution Heihe River Basin Sensible and latent heat fluxes TSEB model

DOI 10.1016/j.scitotenv.2020.138724

PMID 32371205

发布时间 2020-06-02

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