Population spatialization in Zhengzhou city based on multi-source data and random forest model

Population spatialization in Zhengzhou city based on multi-source data and random forest model

Fine-scale population map plays an essential role in numerous fields, including resource allocation, urban planning, disaster prevention and response. Point of Interest (POI) data is widely used for population spatialization, but the types of POI are ignored. Since different types of POI data have d...

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Bibliographic Details
Main Authors: Lingling Liu, Gang Cheng, Jie Yang, Yushu Cheng
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Earth Science
Subjects:
population spatialization
random forest model
typed poi data
luojia1-01 nighttime light
multi-source
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2023.1092664/full

Internet

https://www.frontiersin.org/articles/10.3389/feart.2023.1092664/full

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