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Qingzheng Wang

North China University of Water Resources and Electric Power

China

  • North China University of Water Resources and Electric Power

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Fine-Scaled Spatiotemporal Prediction of Bi-Hourly Urban Population Dynamics by Integrating Ga-Lstm Model and Neighborhood Annulus Features

Number of pages: 59 Posted: 15 Nov 2023
Chenming Zhang, Bei He, Qindong Fan, Qian Zhang, Xiaoying Ping, Chunlin Li and Qingzheng Wang
North China University of Water Resources and Electric Power, Henan University of Economics and Law, North China University of Water Resources and Electric Power, Pingdingshan University, North China University of Water Resources and Electric Power, Chinese Academy of Sciences (CAS) - Key Laboratory of Forest Ecology and Management and North China University of Water Resources and Electric Power
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Abstract:

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urban population, density distribution, spatiotemporal prediction, LSTM model, neighborhood annulus