Arid
DOI10.3390/rs16152696
Analysis of Spatial and Temporal Variations in Evapotranspiration and Its Driving Factors Based on Multi-Source Remote Sensing Data: A Case Study of the Heihe River Basin
Li, Xiang; Pang, Zijie; Xue, Feihu; Ding, Jianli; Wang, Jinjie; Xu, Tongren; Xu, Ziwei; Ma, Yanfei; Zhang, Yuan; Shi, Jinlong
通讯作者Ding, JL
来源期刊REMOTE SENSING
EISSN2072-4292
出版年2024
卷号16期号:15
英文摘要The validation of remotely sensed evapotranspiration (ET) products is important for the development of ET estimation models and the accuracy of the scientific application of the products. In this study, different ET products such as HiTLL, MOD16A2, ETMonitor, and SoGAE were compared using multi-source remote sensing data and ground-based data to evaluate their applicability in the Heihe River Basin (HRB) during 2010-2019. The results of the comparison with the site observations show that ETMonitor provides a more stable and reliable estimation of ET than the other three products. The ET exhibited significant variations over the decade, characterized by a general increase in rates across the HRB. These changes were markedly influenced by variations in land use and topographical features. Specifically, the analysis showed that farmland and forested areas had higher ET rates due to greater vegetation cover and moisture availability, while grasslands and water bodies demonstrated lower ET rates, reflecting their respective land cover characteristics. This study further explored the influence of various factors on ET, including land use changes, NDVI, temperature, and precipitation. It was found that changes in land use, such as increases in agricultural areas or reforestation efforts, directly influenced ET rates. Moreover, meteorological conditions such as temperature and precipitation patterns also played crucial roles, with warmer temperatures and higher precipitation correlating with increased ET. This study highlights the significant impact of land use and climatic factors on spatiotemporal variations in ET within the HRB, underscoring its importance for optimizing water resource management and land use planning in arid regions.
英文关键词evapotranspiration validation spatial and temporal evolution analysis of impact factors land use
类型Article
语种英语
开放获取类型gold
收录类别SCI-E
WOS记录号WOS:001287118600001
WOS关键词LAND-USE CHANGE ; SENSITIVITY-ANALYSIS ; LOESS PLATEAU ; CHINA ; EVAPORATION ; REGION ; CLIMATE ; IMAGES ; ENERGY ; AREAS
WOS类目Environmental Sciences ; Geosciences, Multidisciplinary ; Remote Sensing ; Imaging Science & Photographic Technology
WOS研究方向Environmental Sciences & Ecology ; Geology ; Remote Sensing ; Imaging Science & Photographic Technology
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/405315
推荐引用方式
GB/T 7714
Li, Xiang,Pang, Zijie,Xue, Feihu,et al. Analysis of Spatial and Temporal Variations in Evapotranspiration and Its Driving Factors Based on Multi-Source Remote Sensing Data: A Case Study of the Heihe River Basin[J],2024,16(15).
APA Li, Xiang.,Pang, Zijie.,Xue, Feihu.,Ding, Jianli.,Wang, Jinjie.,...&Shi, Jinlong.(2024).Analysis of Spatial and Temporal Variations in Evapotranspiration and Its Driving Factors Based on Multi-Source Remote Sensing Data: A Case Study of the Heihe River Basin.REMOTE SENSING,16(15).
MLA Li, Xiang,et al."Analysis of Spatial and Temporal Variations in Evapotranspiration and Its Driving Factors Based on Multi-Source Remote Sensing Data: A Case Study of the Heihe River Basin".REMOTE SENSING 16.15(2024).
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