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Updated: Jan 13, 2026

Collecting and Processing Drone-based Remotely Sensed Data for Use in Forest Recovery Monitoring

Collecting and Processing Drone-based Remotely Sensed Data for Use in Forest Recovery Monitoring

Published on: October 24, 2025

CNN-MLP framework for forest burned areas prediction using PSO-WOA algorithm

Mohamed H Mousa¹, Abdullah M Algamdi², Yasser Fouad³

¹Department of Computer Science and Artificial Intelligence, College of Computer Science and Engineering, University of Jeddah, Jeddah, 21493, Saudi Arabia. mhmousa@uj.edu.sa.

Scientific Reports

|January 10, 2026

Summary

No abstract available in PubMed .

Keywords:

Burned area estimation, hybrid CNN-MLP model CNN-MLP Deep learning Environmental monitoring Feature selection Forest fire prediction Hyperparameter tuning Intelligent wildfire management

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