What is it about?
we utilized Deep learning technique such as CNN, DNN, ENN to prepare the forest fire susceptibility in rajouri district revealing south eastern and nort eastern are more prone to fores fire occurence
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Why is it important?
since rajouri falls in kandi belt and due tp ground water scarcity and presence of tropical dry decidious forest make it more prone.
Perspectives
integration of deep learning technique has improved the prediction of hazard susceptibility to a great extent.
Mr. Lucky Sharma
Banaras Hindu University
Read the Original
This page is a summary of: Advanced modeling of forest fire susceptibility and sensitivity analysis using hyperparameter-tuned deep learning techniques in the Rajouri district, Jammu and Kashmir, Advances in Space Research, July 2025, Elsevier,
DOI: 10.1016/j.asr.2025.04.076.
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