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Jiakun Han

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Estimation of Surface All-Wave Net Radiation from Modis Data Using Deep Residual Neural Network Based on Limited Samples

Number of pages: 48 Posted: 29 Oct 2024
Shaopeng Li, Bo Jiang, Shunlin Liang, Xiongxin Xiao, Jianghai Peng, Hui Liang, Jiakun Han and Xiuwan Yin
affiliation not provided to SSRN, affiliation not provided to SSRN, The University of Hong Kong - University of Hong Kong, University of Bern, Arizona State University (ASU), Wuhan University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 103 (674,591)

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All-wave Net radiation, Transfer learning, Data Augmentation, Deep Learning, limited samples, MODIS

2.

A General Model for Converting All-Wave Net Radiation at Instantaneous to Daily Scale Under Clear-Sky

Number of pages: 47 Posted: 09 Sep 2024
Jiakun Han, Bo Jiang, Yu Zhao, Jianghai Peng, Shaopeng Li, Hui Liang, Xiuwan Yin and Yingping Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Arizona State University (ASU), University of Bern, Wuhan University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 50 (1,063,489)

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surface all-wave net radiation, Cd model, temporal expansion, Clear-sky, sinusoidal model, MODIS