Advancing wildfire prediction in Nepal using machine learning algorithms

Advancing wildfire prediction in Nepal using machine learning algorithms

Wildfires are increasingly threatening Nepal, particularly during the dry pre-monsoon months (March-May), leading to severe ecological impacts and disruptions to local communities. To improve wildfire prediction and preparedness, this study evaluated four advanced machine learning algorithms—Random...

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Main Authors: Saugat Sapkota, Khagendra Prasad Joshi, Sajesh Kuikel, Dipesh Kuinkel, Biplov Bhandari, Yanhong Wu, Haijian Bing, Suresh Marahatta, Deepak Aryal, S-Y Simon Wang, Binod Pokharel
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:Environmental Research Communications
Subjects:
wildfire
machine learning
Nepal
fire prediction
risk mapping
fire management
Online Access:https://doi.org/10.1088/2515-7620/add2db
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