Daily-Scale Fire Risk Assessment for Eastern Mongolian Grasslands by Integrating Multi-Source Remote Sensing and Machine Learning

Frequent wildfires in the eastern grasslands of Mongolia pose significant threats to the ecological environment and pastoral livelihoods, creating an urgent need for high-temporal-resolution and high-precision fire prediction. To address this, this study established a daily-scale grassland fire risk...

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Bibliografiske detaljer

Principais autores:	Risu Na, Byambakhuu Gantumur, Wala Du, Sainbuyan Bayarsaikhan, Yu Shan, Qier Mu, Yuhai Bao, Nyamaa Tegshjargal, Battsengel Vandansambuu
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2025-07-01
Serier:	Fire
Fag:	grassland fire in eastern Mongolia machine learning (RF, XGBoost, DNN) hyperparameter optimization SHAP interpretability risk prediction
Online adgang:	https://www.mdpi.com/2571-6255/8/7/273
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