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Jialin Sun

China Agricultural University

Beijing

China

  • China Agricultural University

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Tsanet: A Deep Learning Framework for the Delineation of Agricultural Fields Utilizing Satellite Image Time Series

Number of pages: 46 Posted: 22 Sep 2023
Shuai Yan, Xiaochuang Yao, Jialin Sun, Weiming Huang, Longshan Yang, Chao Zhang, Bingbo Gao, Jianyu Yang, Wenju Yun and Dehai Zhu
China Agricultural University, China Agricultural University, China Agricultural University, affiliation not provided to SSRN, Guizhou University, China Agricultural University, China Agricultural University, China Agricultural University, China Agricultural University and China Agricultural University
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Abstract:

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Agricultural field delineation, Satellite image time series, Convolutional Neural Network, Multi-task learning, Attention Mechanism