Comparative Analysis of Deep Learning and Machine Learning Models for Burned Area Estimation Using Sentinel-2 Image: A Case Study in Muğla-Bodrum, Turkey - Tonbul, Hasan; Yilmaz, Elif Ozlem; Kavzoglu, Taskin (2023 10th International Conference on Recent Advances in Air and Space Technologies (RAST), 2023)
Keywords: Analytical models; Atmospheric modeling; burned area; Convolutional Neural Network (CNN); Deep learning; Extreme Gradient Boosting (XGBoost); Fires; Machine learning algorithms; Measurement; remote sensing; Vegetation mapping; wildfire