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A Brief Review of Machine Learning Algorithms in Forest Fires Science
Applied Sciences, 2023 Due to the harm forest fires cause to the environment and the economy as they occur more frequently around the world, early fire prediction and detection are necessary. To anticipate and discover forest fires, several technologies and techniques were put
Ramez Alkhatib +3 more
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Anthropogenic climate change impacts exacerbate summer forest fires in California. [PDF]
Proc Natl Acad Sci U S A, 2023 Turco M +7 more
europepmc +2 more sources
GOOGLE EARTH ENGINE BASED TEMPORAL ANALYSIS OF INDICES USED FOR FOREST FIRE STUDY IN MIZORAM, INDIA [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022 Forest fires would be a global disaster if they were not addressed seriously? From 2015 to 2021, the number of forest fires in India nearly tripled. According to FSI, the North Eastern Himalayas, one of UNESCO's 36 Biodiversity Hotspots, account for 36 ...
P. Gupta, D. P. Shukla
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The use of UAVS and helicopters in forest fires monitoring and extinguishing in hard-to-reach areas [PDF]
E3S Web of Conferences, 2023 The paper is devoted to innovative methods for monitoring and fighting forest fires in hard-to-reach places using drones and helicopters. The main content of the study comes from the experience of extinguishing forest fires in hard-to-reach places in the
Kazak Anatoliy +4 more
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Journal of Open Research Software, 2019 The Fire ROS Calculator is a software tool built using MATLAB to assist researchers from the wildfire research area in analysing wildland fire behaviours.
Abdelrahman Abouali +1 more
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High resolution fire hazard index based on satellite images [PDF]
, 2019 In December 2015, after 3 year of activity, the FP7 project PREFER (Space-based Information Support for Prevention and REcovery of Forest Fires Emergency in the MediteRranean Area) came to an end.
Fusilli, Lorenzo, Laneve, Giovanni
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Problems and prospects of protecting forests from fires [PDF]
Сибирский лесной журнал, 2020 Forest combustibility rate in Russia is extremely high-thousands of forest fires occur annually. The area covered by fires is measured in millions of hectares, fire consequences and the costs of fire-fighting amount to tens of billions of rubles ...
M. A. Sheshukov +3 more
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SILVICULTURE: FOREST FIRES, GRAZING
L'Italia Forestale e Montana, 2010 The authors of the present article outline the main features of the contributions presented during the Third National Congress of Silviculture – session two “Silviculture, Fire and Grazing”. Most of the works referred to fire, with particular attention to prevision, prevention and restoration activities in relation to changes taking place in the ...
BOVIO, Giovanni, Marchi E.
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Boreal forest fire emissions in fresh Canadian smoke plumes: C_1-C_(10) volatile organic compounds (VOCs), CO_2, CO, NO_2, NO, HCN and CH_3CN [PDF]
, 2011 Boreal regions comprise about 17% of the global land area, and they both affect and are influenced by climate change. To better understand boreal forest fire emissions and plume evolution, 947 whole air samples were collected aboard the NASA DC-8 ...
Akagi, S. K. +17 more
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Journal of Governance and Public Policy, 2019 Forests are the source of community life. In recent years the problem of natural disasters in forest fires (Kerhutla) in two provinces in Kalimantan and Sumatra has been very detrimental to the state and local communities.
Mia Sarmiasih, Prawira Yudha Pratama
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