Population Density Prediction at Township Scale Supported by Machine Learning Method: A Case Study in Inner Mongolia

Population Density Prediction at Township Scale Supported by Machine Learning Method: A Case Study in Inner Mongolia

With the acceleration in population migration and urbanization, accurate population density prediction has become increasingly important for regional planning and resource management. This study focuses on predicting population density at the township level in Inner Mongolia. By integrating multi-so...

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Bibliographic Details
Main Authors: Chenxi Cui, Yunfeng Hu, Yuhai Bao, Hao Li
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Inner Mongolia
population density
machine learning
SHAP
Online Access:https://www.mdpi.com/2220-9964/13/12/426
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