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dc.contributor.authorDadap, Nathan C
dc.contributor.authorCobb, Alexander R
dc.contributor.authorHoyt, Alison M
dc.contributor.authorHarvey, Charles F
dc.contributor.authorFeldman, Andrew F
dc.contributor.authorIm, Eun-Soon
dc.contributor.authorKonings, Alexandra G
dc.date.accessioned2023-03-14T18:33:39Z
dc.date.available2023-03-14T18:33:39Z
dc.date.issued2022
dc.identifier.urihttps://hdl.handle.net/1721.1/148552
dc.description.abstract<jats:title>Abstract</jats:title> <jats:p>When organic peat soils are sufficiently dry, they become flammable. In Southeast Asian peatlands, widespread deforestation and associated drainage create dry conditions that, when coupled with El Niño-driven drought, result in catastrophic fire events that release large amounts of carbon and deadly smoke to the atmosphere. While the effects of anthropogenic degradation on peat moisture and fire risk have been extensively demonstrated, climate change impacts to peat flammability are poorly understood. These impacts are likely to be mediated primarily through changes in soil moisture. Here, we used neural networks (trained on data from the NASA Soil Moisture Active Passive satellite) to model soil moisture as a function of climate, degradation, and location. The neural networks were forced with regional climate model projections for 1985–2005 and 2040–2060 climate under RCP8.5 forcing to predict changes in soil moisture. We find that reduced precipitation and increased evaporative demand will lead to median soil moisture decreases about half as strong as those observed during recent El Niño droughts in 2015 and 2019. Based on previous studies, such reductions may be expected to accelerate peat carbon emissions. Our results also suggest that soil moisture in degraded areas with less tree cover may be more sensitive to climate change than in other land use types, motivating urgent peatland restoration. Climate change may play an important role in future soil moisture regimes and by extension, future peat fire in Southeast Asian peatlands.</jats:p>en_US
dc.language.isoen
dc.publisherIOP Publishingen_US
dc.relation.isversionof10.1088/1748-9326/AC7969en_US
dc.rightsCreative Commons Attribution 4.0 International licenseen_US
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_US
dc.sourceIOP Publishingen_US
dc.titleClimate change-induced peatland drying in Southeast Asiaen_US
dc.typeArticleen_US
dc.identifier.citationDadap, Nathan C, Cobb, Alexander R, Hoyt, Alison M, Harvey, Charles F, Feldman, Andrew F et al. 2022. "Climate change-induced peatland drying in Southeast Asia." Environmental Research Letters, 17 (7).
dc.contributor.departmentMassachusetts Institute of Technology. Department of Civil and Environmental Engineeringen_US
dc.relation.journalEnvironmental Research Lettersen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2023-03-14T18:22:39Z
dspace.orderedauthorsDadap, NC; Cobb, AR; Hoyt, AM; Harvey, CF; Feldman, AF; Im, E-S; Konings, AGen_US
dspace.date.submission2023-03-14T18:22:54Z
mit.journal.volume17en_US
mit.journal.issue7en_US
mit.licensePUBLISHER_CC
mit.metadata.statusAuthority Work and Publication Information Neededen_US


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