Mapping Population Distribution Based on XGBoost Using Multisource Data

Mapping fine-scale distribution of the population is essential to the study of human activities, where more reliable open-access big data could be excavated with the help of machine learning models. However, the combination of multisource datasets and multidimensional features for population estimat...

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Autores principales: Xin Zhao, Nan Xia, Yunyun Xu, Xuefeng Huang, Manchun Li
Formato: article
Lenguaje:EN
Publicado: IEEE 2021
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Acceso en línea:https://doaj.org/article/8d4589b2cbf74680a2742075702c11bb
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