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Utilizing satellite imagery for wildfire detection presents substantial potential for practical applications.
“Monitoring of wildfires in boreal forests using large area AVHRR NDVI composite image data,”
Eric S Kasischke, Nancy HF French, Peter Harrell, Norman L Christensen Jr, Susan L Ustin, and Donald Barry, · 1993
Earlier work this paper cites.
“The MODIS fire products,”
CO Justice, Louis Giglio, S Korontzi, J Owens, JT Morisette, D Roy, J Descloitres, S Alleaume, F Petitcolin, and Y Kaufman, · 2002
Earlier work this paper cites.
“Characterizing boreal forest wildfire with multi-temporal Landsat and LIDAR data,”
MA Wulder, JC White, F Alvarez, T Han, J Rogan, and B Hawkes, · 2009
Earlier work this paper cites.
“Sentinel-2: ESA’s optical high-resolution mission for GMES operational services,”
Matthias Drusch, Umberto Del Bello, Sébastien Carlier, Olivier Colin, Veronica Fernandez, Ferran Gascon, Bianca Hoersch, Claudia Isola, Paolo Laberinti, Philippe Martimort, et al., · 2012
Earlier work this paper cites.
“TROPOMI on the ESA Sentinel-5 Precursor: A GMES mission for global observations of the atmospheric composition for climate, air quality and ozone layer applications,”
J Pepijn Veefkind, I Aben, K McMullan, H Förster, J De Vries, G Otter, Jacques Claas, HJ Eskes, JF De Haan, Q Kleipool, et al., · 2012
Earlier work this paper cites.
“Climate-induced variations in global wildfire danger from 1979 to 2013,”
W Matt Jolly, Mark A Cochrane, Patrick H Freeborn, Zachary A Holden, Timothy J Brown, Grant J Williamson, and David MJS Bowman, · 2015
Earlier work this paper cites.
“U-Net: Convolutional networks for biomedical image segmentation,”
Olaf Ronneberger, Philipp Fischer, and Thomas Brox, · 2015
Cited alongside, same era.
“Canadian wildland fire management glossary,”
CIFFC Glossary Task Team, Training Working Group, et al., · 2017
Cited alongside, same era.
“Causes of the widespread 2019–2020 australian bushfire season,”
Proloy Deb, Hamid Moradkhani, Peyman Abbaszadeh, Anthony S Kiem, Johanna Engström, David Keellings, and Ashish Sharma, · 2020
Cited alongside, same era.
“Unprecedented season breaks all records,”
NSW Rural Fire Service, · 2020
Cited alongside, same era.
“Economic footprint of california wildfires in 2018,”
Daoping Wang, Dabo Guan, Shupeng Zhu, Michael Mac Kinnon, Guannan Geng, Qiang Zhang, Heran Zheng, Tianyang Lei, Shuai Shao, Peng Gong, et al., · 2021
Cited alongside, same era.
“Wildfire detection from multisensor satellite imagery using deep semantic segmentation,”
“Wildfire danger prediction and understanding with deep learning,”
Spyros Kondylatos, Ioannis Prapas, Michele Ronco, Ioannis Papoutsis, Gustau Camps-Valls, María Piles, Miguel-Ángel Fernández-Torres, and Nuno Carvalhais, · 2022
Later among the works it cites.
“Next day wildfire spread: A machine learning dataset to predict wildfire spreading from remote-sensing data,”
Fantine Huot, R Lily Hu, Nita Goyal, Tharun Sankar, Matthias Ihme, and Yi-Fan Chen, · 2022
Later among the works it cites.
“The outcome of the 2022 Landslide4Sense competition: Advanced landslide detection from multisource satellite imagery,”
Omid Ghorbanzadeh, Yonghao Xu, Hengwei Zhao, Junjue Wang, Yanfei Zhong, Dong Zhao, Qi Zang, Shuang Wang, Fahong Zhang, Yilei Shi, et al., · 2022
Later among the works it cites.
“Location-aware adaptive normalization: A deep learning approach for wildfire danger forecasting,”
Mohamad Hakam Shams Eddin, Ribana Roscher, and Juergen Gall, · 2023
Later among the works it cites.
“Chlorine activation and enhanced ozone depletion induced by wildfire aerosol,”
Susan Solomon, Kane Stone, Pengfei Yu, DM Murphy, Doug Kinnison, AR Ravishankara, and Peidong Wang, · 2023
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Dmitry Rashkovetsky, Florian Mauracher, Martin Langer, and Michael Schmitt, · 2021
Cited alongside, same era.
Later among the works it cites.