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Deforestation as the Prominent Driver of the Intensifying Wildfire in Cambodia, Revealed through Geospatial Analysis

dc.contributor.authorSim, Min-Sung
dc.contributor.authorWee, Shi-Jun
dc.contributor.authorAlcantara, Enner [UNESP]
dc.contributor.authorPark, Edward
dc.contributor.institutionYeungnam University
dc.contributor.institutionNanyang Technological University
dc.contributor.institutionUniversidade Estadual Paulista (UNESP)
dc.date.accessioned2025-04-29T20:02:34Z
dc.date.issued2023-07-01
dc.description.abstractCambodia has the most fires per area in Southeast Asia, with fire activity have significantly increased since the early 2000s. Wildfire occurrences are multi-factorial in nature, and isolating the relative contribution of each driver remains a challenge. In this study, we quantify the relative importance of each driver of fire by analyzing annual spatial regression models of fire occurrence across Cambodia from 2003 to 2020. Our models demonstrated satisfactory performance, explaining 69 to 81% of the variance in fire occurrence. We found that deforestation was consistently the dominant driver of fire across 48 to 70% of the country throughout the study period. Although the influence of low precipitation on fires has increased in 2019 and 2020, the period is not long enough to establish any significant trends. During the study period, wind speed, elevation, and soil moisture had a slight influence of 6–20% without any clear trend, indicating that deforestation continues to be the main driver of fire. Our study improves the current understanding of the drivers of biomass fires across Cambodia, and the methodological framework developed here (quantitative decoupling of the drivers) has strong potential to be applied to other fire-prone areas around the world.en
dc.description.affiliationDepartment of Automotive Engineering Yeungnam University
dc.description.affiliationAsian School of the Environment Nanyang Technological University
dc.description.affiliationInstitute of Science and Technology São Paulo State University
dc.description.affiliationEarth Observatory of Singapore National Institute of Education Nanyang Technological University
dc.description.affiliationUnespInstitute of Science and Technology São Paulo State University
dc.description.sponsorshipMinistry of Education - Singapore
dc.description.sponsorshipIdMinistry of Education - Singapore: #2021-T1-001-056
dc.description.sponsorshipIdMinistry of Education - Singapore: #MOE-T2EP402A20-0001
dc.description.sponsorshipIdMinistry of Education - Singapore: #MOE-T2EP50222-0025
dc.description.sponsorshipIdMinistry of Education - Singapore: #RG142/22 to EP
dc.identifierhttp://dx.doi.org/10.3390/rs15133388
dc.identifier.citationRemote Sensing, v. 15, n. 13, 2023.
dc.identifier.doi10.3390/rs15133388
dc.identifier.issn2072-4292
dc.identifier.scopus2-s2.0-85164935412
dc.identifier.urihttps://hdl.handle.net/11449/305236
dc.language.isoeng
dc.relation.ispartofRemote Sensing
dc.sourceScopus
dc.subjectCambodia
dc.subjectdeforestation
dc.subjectgeographically weighted regression
dc.subjectwildfire
dc.titleDeforestation as the Prominent Driver of the Intensifying Wildfire in Cambodia, Revealed through Geospatial Analysisen
dc.typeArtigopt
dspace.entity.typePublication
unesp.author.orcid0000-0002-7777-2119[3]
unesp.author.orcid0000-0002-1299-1724[4]

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