Histogram-based gradient boosting machine with SHAP-driven interpretability for predicting intensity of urban heat Island effect
Abstract This study presents a novel framework for the analysis and prediction of urban heat stress. To conduct the analysis, urban Land Surface Temperature (LST) data were retrieved from Landsat 8 during the dry seasons in 2006, 2014, and 2022. Hoi An's urban center, a Vietnam’s UNESCO World H...
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| Main Author: | |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2025-08-01
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| Series: | Discover Civil Engineering |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s44290-025-00301-0 |
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