Machine Learning for Simulation of Urban Heat Island Dynamics Based on Large-Scale Meteorological Conditions

This study considers the problem of approximating the temporal dynamics of the urban-rural temperature difference (Δ<i>T</i>) in Moscow megacity using machine learning (ML) models and predictors characterizing large-scale weather conditions. We compare several ML models, including random...

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Bibliographic Details
Main Authors: Mikhail Varentsov, Mikhail Krinitskiy, Victor Stepanenko
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Climate
Subjects:
Online Access:https://www.mdpi.com/2225-1154/11/10/200