Modeling the Spatial Distribution of Population Based on Random Forest and Parameter Optimization Methods: A Case Study of Sichuan, China

Spatial population distribution data is the discretization of demographic data into spatial grids, which has vital reference significance for disaster emergency response, disaster assessment, emergency rescue resource allocation, and post-disaster reconstruction. The random forest (RF) model, as a p...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Yunzhou Chen, Shumin Wang, Ziying Gu, Fan Yang
Format:	Article
Language:	English
Published:	MDPI AG 2024-01-01
Subjects:	population spatialization random forest model parameter optimization
Online Access:	https://www.mdpi.com/2076-3417/14/1/446