Air temperature estimation over winter wheat fields by integrating machine learning and remote sensing techniques

Chenyang Xu,Minghao Lin, Qiang Fang,Jing Chen,Qian Yue,Jizhe Xia

International Journal of Applied Earth Observation and Geoinformation（2023）

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摘要

•Spatiotemporally continuous Ta is significant to agricultural applications.•Ta over winter wheat areas is retrieved integrating regression with the TVX.•The TVX-Regression outperforms than the TVX and regression for Ta monitoring.

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关键词

Air temperature, Winter wheat, TVX, Machine learning, Remote sensing

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