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Climate Change-Induced Peatland Drying in Southeast AsiaWhen 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.
Document ID
20230002747
Acquisition Source
Goddard Space Flight Center
Document Type
Accepted Manuscript (Version with final changes)
Authors
Nathan C Dadap ORCID
(Stanford University Stanford, California, United States)
Alexander R Cobb ORCID
(Singapore-MIT Alliance for Research and Technology Singapore, Singapore)
Alison M Hoyt ORCID
(Stanford University Stanford, California, United States)
Charles F Harvey ORCID
(Massachusetts Institute of Technology Cambridge, Massachusetts, United States)
Andrew F Feldman ORCID
(NASA Postdoctoral Program Greenbelt, Maryland, United States)
Eun-Soon Im ORCID
(Hong Kong University of Science and Technology Hong Kong, Hong Kong, China)
Alexandra G Konings ORCID
(Stanford University Stanford, California, United States)
Date Acquired
February 28, 2023
Publication Date
June 30, 2022
Publication Information
Publication: Environmental Research Letters
Publisher: IOP Publishing
Volume: 17
Issue: 7
Issue Publication Date: July 1, 2022
e-ISSN: 1748-9326
Subject Category
Earth Resources and Remote Sensing
Funding Number(s)
CONTRACT_GRANT: 80HQTR21CA005
CONTRACT_GRANT: J-090007
CONTRACT_GRANT: 80NSSC18K1341
CONTRACT_GRANT: NSF EAR-1923478
CONTRACT_GRANT: NRF2016-ITCOO1-021
Distribution Limits
Public
Copyright
Use by or on behalf of the US Gov. Permitted.
Technical Review
External Peer Committee
Keywords
VIIRS
reflective solar bands
reflectance
vicarious calibration
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