Evaluating spatial statistical and machine learning models in urban dynamic population mapping

Replication materials for Z Cheng, J Wang, K Zhu, Y Ge, C Zhou (2022). Evaluating spatial statistical and machine learning models in urban dynamic population mapping. Working paper

The materials in this repository allow users to reproduce the data analysis and figures appearing in the paper.

If you have questions or suggestions, please contact Jianghao Wang at wangjh@lreis.ac.cn

Computational requirement

• R 4.0+

Organization of repository

• data: the hourly population mapping products
• figures: the output figures
• script: the code to replicate the study