Results 11 to 20 of about 42,055 (159)

Development of a Data-Based Machine Learning Model for Classifying and Predicting Property Damage Caused by Fire

open access: yesApplied Sciences, 2023
Large fires in factories cause severe human casualties and property damage. Thus, preparing more economical and efficient management strategies for fire prevention can significantly improve fire safety.
Jongho Lee   +4 more
doaj   +1 more source

Fire Risk Assessment Models Using Statistical Machine Learning and Optimized Risk Indexing

open access: yesApplied Sciences, 2020
It is very difficult for us to accurately predict occurrence of a fire. But, this is very important to protect human life and property. So, we study fire hazard prediction and evaluation methods to cope with fire risks.
Myoung-Young Choi, Sunghae Jun
doaj   +1 more source

Development of a Fire Risk Model to Identify Areas of Increased Potential for Fire Occurrences [PDF]

open access: yesJournal of Burn Care & Research, 2016
The purposes of this study were to use geographic information systems to create a cartographic risk model predicting areas of increased potential for fire occurrences and to validate the model. Seven literature-identified risk factors associated with burn injury were older than 65 years, non-white race, below high school education, low socioeconomic ...
Carlee, Lehna   +4 more
openaire   +2 more sources

Scaling and correlations in the dynamics of forest-fire occurrence [PDF]

open access: yesPhysical Review E, 2008
Forest-fire waiting times, defined as the time between successive events above a certain size in a given region, are calculated for Italy. The probability densities of the waiting times are found to verify a scaling law, despite that fact that the distribution of fire sizes is not a power law.
Corral A, Telesca L, Lasaponara R
openaire   +3 more sources

Fire Drivers Affecting Forest Fire Occurrences in the Tropical Mixed Broad-leaved Forests of Nepal

open access: yesApplied Environmental Research, 2021
Forest fires triggered by various natural and anthropogenic drivers are increasing and threatening forest ecosystems across the globe. In Nepal, the high value Tropical Mixed Broad-leaved Forests are prone to fire caused by both natural and ...
Krishna Bahadur Bhujel   +4 more
doaj   +7 more sources

Assessment of fire hazard in Southwestern Amazon

open access: yesFrontiers in Forests and Global Change, 2023
Fires are among the main drivers of forest degradation in Amazonia, causing multiple socioeconomic and environmental damages. Although human-ignited sources account for most of the fire events in Amazonia, extended droughts may magnify their occurrence ...
Igor J. M. Ferreira   +7 more
doaj   +1 more source

The importance degree of weather elements in driving wildfire occurrence in mainland China

open access: yesEcological Indicators, 2023
Understanding the degree to which weather factors influence fire occurrence is crucial for managing wildfires because China's recent rigorous fire prevention measures have made fire occurrence drivers distinct from those in other nations.
Meng Guo   +7 more
doaj   +1 more source

Exploring the Role of Deforestation and Cropland Expansion in Driving a Fire-Transition in the Brazilian Amazon

open access: yesLand, 2022
The Brazilian Amazonian Forest is undergoing significant changes in land use and land cover in the last few decades. This land-use transition, besides climate change, may be responsible for the fire regime transition in this territory.
Paulo Amador Tavares   +4 more
doaj   +1 more source

Machine Learning for Predicting Forest Fire Occurrence in Changsha: An Innovative Investigation into the Introduction of a Forest Fuel Factor

open access: yesRemote Sensing, 2023
Affected by global warming and increased extreme weather, Hunan Province saw a phased and concentrated outbreak of forest fires in 2022, causing significant damage and impact.
Xin Wu   +5 more
doaj   +1 more source

A Decade Long, Multi-Scale Map Comparison of Fire Regime Parameters Derived from Three Publically Available Satellite-Based Fire Products: A Case Study in the Central African Republic

open access: yesRemote Sensing, 2014
Although it is assumed that satellite-derived descriptions of fire activity will differ depending on the dataset selected for analysis, as of yet, the effects of failed and false detections at the pixel level and on an instantaneous basis have not been ...
Patrick H. Freeborn   +2 more
doaj   +1 more source

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