Satellite soil moisture observations predict burned area in Southeast Asian peatlands

被引:25
|
作者
Dadap, Nathan C. [1 ]
Cobb, Alexander R. [2 ]
Hoyt, Alison M. [3 ]
Harvey, Charles F. [2 ,3 ]
Konings, Alexandra G. [1 ]
机构
[1] Stanford Univ, Dept Earth Syst Sci, Stanford, CA 94305 USA
[2] Singapore MIT Alliance Res & Technol, Ctr Environm Sensing & Modeling, Singapore 138602, Singapore
[3] MIT, Dept Civil & Environm Engn, 77 Massachusetts Ave, Cambridge, MA 02139 USA
基金
新加坡国家研究基金会;
关键词
tropical peatlands; SMAP; fire; soil moisture; vegetation optical depth; VEGETATION OPTICAL DEPTH; PEAT; EMISSIONS; INDONESIA; FLUXES; FIRES;
D O I
10.1088/1748-9326/ab3891
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Fires that emit massive amounts of CO2 and particulate matter now burn with regularity in Southeast Asian tropical peatlands. Natural peatlands in Southeast Asia are waterlogged for most of the year and experience little or no fire, but networks of canals constructed for agriculture have drained vast areas of these peatlands, making the soil vulnerable to fire during periods of low rainfall. While soil moisture is the most direct measure of peat flammability, it has not been incorporated into fire studies due to an absence of regional observations. Here, we create the first remotely sensed soil moisture dataset for tropical peatlands in Sumatra, Borneo and Peninsular Malaysia by applying a new retrieval algorithm to satellite data from the Soil Moisture Active Passive (SMAP) mission with data spanning the 2015 El Nino burning event. Drier soil up to 30 days prior to fire correlates with larger burned area. The predictive information provided by soil moisture complements that of precipitation. Our remote sensing-derived results mirror those from a laboratory-based peat ignition study, suggesting that the dependence of fire on soil moisture exhibits scale independence within peatlands. Soil moisture measured from SMAP, a dataset spanning 2015-present, is a valuable resource for peat fire studies and warning systems.
引用
收藏
页数:10
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