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Yang Gao

Henan University

85 Minglun St. Shunhe

Kaifeng, 475001

China

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Developing an Annual Global Sub-National Scale Economic Data from 1992 to 2021 Using Nighttime Lights and Deep Learning

Number of pages: 21 Posted: 15 Feb 2024
Hang Zhang, Guanpeng Dong, Fanglin Shi, Zunyi Xie, Fan Yang, Yang Gao, Xiaoyu Meng, Dongyang Yang, Yong Liu, Hongjuan Zhang, Leying Wu, Bing Li, Yulong Chen, Wenjie Wu, Edyta Laszkiewicz, Binbin Lu, Jing Yao and Xuecao Li
Henan University, Henan University, Henan University, University of Queensland, Henan University, Henan University, Henan University, Henan University, Henan University, Henan University, Henan University, Henan University, Henan University, Wuhan University, University of Lodz, Wuhan University, University of Glasgow and China Agricultural University
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GDP per capita, economic assessment, nighttime lights, multi-layer perceptron, spatial spillover, scale effects, light gradient boosting machine