Predicting time series of vegetation leaf area index across North America based on climate variables for land surface modeling using attention-enhanced LSTM

Zhenhua Xionga School of Geography and Planning, Sun Yat-sen University, Guangzhou, People’s Republic of ChinaView further author information

Zhicheng Zhanga School of Geography and Planning, Sun Yat-sen University, Guangzhou, People’s Republic of ChinaView further author information

Hanliang Guia School of Geography and Planning, Sun Yat-sen University, Guangzhou, People’s Republic of ChinaView further author information

Peng Zhub Department of Geography, University of Hong Kong, Hong Kong, People’s Republic of ChinaView further author information

Ying Suna School of Geography and Planning, Sun Yat-sen University, Guangzhou, People’s Republic of ChinaView further author information

Xuewen Zhoua School of Geography and Planning, Sun Yat-sen University, Guangzhou, People’s Republic of ChinaView further author information

Kun Xiaoa School of Geography and Planning, Sun Yat-sen University, Guangzhou, People’s Republic of ChinaView further author information

Qinchuan Xina School of Geography and Planning, Sun Yat-sen University, Guangzhou, People’s Republic of ChinaCorrespondence[email protected]
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