Operational pixel-wise active-fire detection over central Kalimantan from Himawari-8 Band-7 with FIRMS-aligned supervision
Abstract
Keywords
References
- Chen, J. (2023). An adapted hourly Himawari-8 fire product for China: Principle, methodology and verification. Earth System Science Data, 15(5), 1911–1931. https://doi.org/10.5194/essd-15-1911-2023
- Devineau, J.-L., Fournier, A., & Nignan, S. (2010). Savanna fire regimes assessment with MODIS fire data: Their relationship to land cover and plant species distribution in Western Burkina Faso (West Africa). Journal of Arid Environments, 74(9), 1092–1101. https://doi.org/10.1016/j.jaridenv.2010.03.009
- Duhayyim, M. A., Eltahir, M. M., Ali, O. A. O., Albraikan, A. A., Al‐Wesabi, F. N., Hilal, A. M., Hamza, M. A., & Rizwanullah, M. (2023). Fusion-based deep learning model for automated forest fire detection. Computers Materials & Continua, 77(1), 1355–1371. https://doi.org/10.32604/cmc.2023.024198
- Faheem, M., Ranjan, A., & Singh, V. P. (2024). Revolutionizing forest fire and smoke detection: A cutting-edge ensemble of deep learning models for enhanced accuracy. https://doi.org/10.21203/rs.3.rs-5133149/v1
- Freeborn, P. H., Jolly, W. M., Cochrane, M. A., & Roberts, G. (2022). Large wildfire driven increases in nighttime fire activity observed across CONUS from 2003–2020. Remote Sensing of Environment, 268, 112777. https://doi.org/10.1016/j.rse.2021.112777
- Fu, Y., Li, R., Wang, X., Bergeron, Y., Valeria, O., Chavardès, R. D., Wang, Y., & Hu, J. (2020). Fire detection and fire radiative power in forests and low-biomass lands in Northeast Asia: MODIS versus VIIRS Fire Products. Remote Sensing, 12(18), 2870. https://doi.org/10.3390/rs12182870
- Giglio, L., Schroeder, W., & Justice, C. O. (2016). The collection 6 MODIS active fire detection algorithm and fire products. Remote Sensing of Environment, 178, 31–41. https://doi.org/10.1016/j.rse.2016.02.054
- Guan, Z., Min, F., He, W., Fang, W., & Lü, T. (2022). Forest fire detection via feature entropy guided neural network. Entropy, 24(1), 128. https://doi.org/10.3390/e24010128
Details
Primary Language
English
Subjects
Image Processing, Artificial Intelligence (Other), Remote Sensing , Earth and Space Science Informatics
Journal Section
Research Article
Authors
Andi Muhammad Islah
This is me
0009-0003-6957-6470
Indonesia
Andi Patombongi
*
0000-0002-3195-9607
Indonesia
Cakra Cakra
This is me
0009-0006-7158-9045
Indonesia
Baharuddin Baharuddin
This is me
0009-0002-3954-5924
Indonesia
Publication Date
July 3, 2026
Submission Date
November 10, 2025
Acceptance Date
December 22, 2025
Published in Issue
Year 2026 Volume: 8