Fine-scale modeling of the urban heat island: A comparison of multiple linear regression and random forest approaches

Title
Fine-scale modeling of the urban heat island: A comparison of multiple linear regression and random forest approaches
Authors
Keywords
Multiple linear regression, Random forest, Machine learning, SHAP values, Explainable artificial intelligence
Journal
SCIENCE OF THE TOTAL ENVIRONMENT
Volume 815, Issue -, Pages 152836
Publisher
Elsevier BV
Online
2022-01-04
DOI
10.1016/j.scitotenv.2021.152836

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