Multi-modal ensemble deep learning model for microclimate prediction using urban morphological maps

Qi Li

doi:10.1016/j.energy.2025.138594

Multi-modal ensemble deep learning model for microclimate prediction using urban morphological maps

2025-09-19

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DOI：10.1016/j.energy.2025.138594

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Abstract

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• Multi-layer morphological maps of buildings, roads, and vegetation are developed. • Multi-modal ensemble deep learning models for microclimate prediction are proposed. • The proposed ensemble model outperforms conventional data-driven prediction methods.

Multi-modal ensemble deep learning model for microclimate prediction using urban morphological maps

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