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Articles

Detection of burned areas from mega-fires using daily and historical MODIS surface reflectance

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Pages 1167-1187 | Received 31 May 2014, Accepted 30 Nov 2014, Published online: 23 Feb 2015

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A. F. Militino, H. Goyena, U. Pérez-Goya & M. D. Ugarte. (2024) Logistic regression versus XGBoost for detecting burned areas using satellite images. Environmental and Ecological Statistics 31:1, pages 57-77.
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Tonkla Maneerat. (2022) XAI Approach to Improved and Informed Detection of Burnt Scar. XAI Approach to Improved and Informed Detection of Burnt Scar.
Lanbo Feng, Huashun Xiao, Zhigao Yang & Gui Zhang. (2022) A Multiscale Normalization Method of a Mixed-Effects Model for Monitoring Forest Fires Using Multi-Sensor Data. Sustainability 14:3, pages 1139.
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Lisa Knopp, Marc Wieland, Michaela Rättich & Sandro Martinis. (2020) A Deep Learning Approach for Burned Area Segmentation with Sentinel-2 Data. Remote Sensing 12:15, pages 2422.
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Muhammad Bilal, Majid Nazeer, Janet E. Nichol, Max P. Bleiweiss, Zhongfeng Qiu, Evelyn Jäkel, James R. Campbell, Luqman Atique, Xiaolan Huang & Simone Lolli. (2019) A Simplified and Robust Surface Reflectance Estimation Method (SREM) for Use over Diverse Land Surfaces Using Multi-Sensor Data. Remote Sensing 11:11, pages 1344.
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Ana I.R. Cabral, Sara Silva, Pedro C. Silva, Leonardo Vanneschi & Maria J. Vasconcelos. (2018) Burned area estimations derived from Landsat ETM+ and OLI data: Comparing Genetic Programming with Maximum Likelihood and Classification and Regression Trees. ISPRS Journal of Photogrammetry and Remote Sensing 142, pages 94-105.
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A. Papayannis, A. Argyrouli, A. Bougiatioti, E. Remoundaki, S. Vratolis, A. Nenes, S. Solomos, M. Komppula, E. Giannakaki, J. Kalogiros, R. Banks, K. Eleftheriadis, E. Mantas, E. Diapouli, C.G. Tzanis, S. Kazadzis, I. Binietoglou, L. Labzovskii, J. Vande Hey & C.S. Zerefos. (2017) An overview from hygroscopic aerosols to cloud droplets: The HygrA-CD campaign in the Athens basin. Science of The Total Environment 574, pages 216-233.
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