Evaluating the social and environmental factors behind the 2015 extreme fire event in Sumatra, Indonesia
Fires in Indonesia release excessive carbon and are exacerbated during drier El Niño years. The recent 2015 fires were affected by an extended drought caused by a strong El Niño event. This led to severe haze conditions across Southeast Asia, resulting in adverse socioeconomic and health impacts. He...
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sg-ntu-dr.10356-897432023-02-28T16:39:55Z Evaluating the social and environmental factors behind the 2015 extreme fire event in Sumatra, Indonesia Sze, Jocelyne Shimin Jefferson Lee, Janice Ser Huay Asian School of the Environment Drought Peat Science::Chemistry Fires in Indonesia release excessive carbon and are exacerbated during drier El Niño years. The recent 2015 fires were affected by an extended drought caused by a strong El Niño event. This led to severe haze conditions across Southeast Asia, resulting in adverse socioeconomic and health impacts. Here, we evaluate the social and environmental factors that contributed to the 2015 extreme fires in Riau, Jambi and South Sumatra. We developed proxy variables for plausible drivers of fire which contribute either as a predisposing condition or as an ignition source for fires. We evaluated how these variables influenced fire count at an administrative regency-level and fire occurrence at a pixel-level (1 km2). We used generalized linear mixed effect models to model fire count at the regency-level and boosted regression trees to model fire occurrence at the pixel-level. Rainfall, slope and population density were the most important variables predicting fires at both levels. Economic variables such as the proportion of small-scale (<10 ha) and medium-scale (10–100 ha) plantation landholdings, and the reported use of fires to clear agricultural lands in villages were important in explaining fire count at the regency-level. At the pixel-level, distance from roads and the number of recorded burns over peatlands were important in explaining fire occurrence. The main influence of rain on fires corroborates with previous studies, and highlights the importance of establishing an early warning system for droughts to better prevent and manage future extreme fire events. Mitigation efforts for future fires, especially during El Niño years, can focus on identifying high-risk areas using environmental data on rainfall, slope, peatlands, and previously burnt peat areas, as well as social data related to population density, access to roads, extents of small- and medium-plantation landholdings, and village-level propensity to burn land for agriculture. Published version 2019-07-12T04:41:02Z 2019-12-06T17:32:27Z 2019-07-12T04:41:02Z 2019-12-06T17:32:27Z 2019 Journal Article Sze, J. S., Jefferson, & Lee, J. S. H. (2019). Evaluating the social and environmental factors behind the 2015 extreme fire event in Sumatra, Indonesia. Environmental Research Letters, 14(1), 015001-. doi:10.1088/1748-9326/aaee1d https://hdl.handle.net/10356/89743 http://hdl.handle.net/10220/49323 10.1088/1748-9326/aaee1d en Environmental Research Letters 10.21979/N9/A0LK3I 10.21979/N9/O48JED 10.21979/N9/FLZGE5 © 2019 The Author(s). Published by IOP Publishing Ltd. Original content from this work may be used under the terms of the Creative Commons Attribution 3.0 licence.Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. 14 p. application/pdf |
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Drought Peat Science::Chemistry Sze, Jocelyne Shimin Jefferson Lee, Janice Ser Huay Evaluating the social and environmental factors behind the 2015 extreme fire event in Sumatra, Indonesia |
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Fires in Indonesia release excessive carbon and are exacerbated during drier El Niño years. The recent 2015 fires were affected by an extended drought caused by a strong El Niño event. This led to severe haze conditions across Southeast Asia, resulting in adverse socioeconomic and health impacts. Here, we evaluate the social and environmental factors that contributed to the 2015 extreme fires in Riau, Jambi and South Sumatra. We developed proxy variables for plausible drivers of fire which contribute either as a predisposing condition or as an ignition source for fires. We evaluated how these variables influenced fire count at an administrative regency-level and fire occurrence at a pixel-level (1 km2). We used generalized linear mixed effect models to model fire count at the regency-level and boosted regression trees to model fire occurrence at the pixel-level. Rainfall, slope and population density were the most important variables predicting fires at both levels. Economic variables such as the proportion of small-scale (<10 ha) and medium-scale (10–100 ha) plantation landholdings, and the reported use of fires to clear agricultural lands in villages were important in explaining fire count at the regency-level. At the pixel-level, distance from roads and the number of recorded burns over peatlands were important in explaining fire occurrence. The main influence of rain on fires corroborates with previous studies, and highlights the importance of establishing an early warning system for droughts to better prevent and manage future extreme fire events. Mitigation efforts for future fires, especially during El Niño years, can focus on identifying high-risk areas using environmental data on rainfall, slope, peatlands, and previously burnt peat areas, as well as social data related to population density, access to roads, extents of small- and medium-plantation landholdings, and village-level propensity to burn land for agriculture. |
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Asian School of the Environment |
author_facet |
Asian School of the Environment Sze, Jocelyne Shimin Jefferson Lee, Janice Ser Huay |
format |
Article |
author |
Sze, Jocelyne Shimin Jefferson Lee, Janice Ser Huay |
author_sort |
Sze, Jocelyne Shimin |
title |
Evaluating the social and environmental factors behind the 2015 extreme fire event in Sumatra, Indonesia |
title_short |
Evaluating the social and environmental factors behind the 2015 extreme fire event in Sumatra, Indonesia |
title_full |
Evaluating the social and environmental factors behind the 2015 extreme fire event in Sumatra, Indonesia |
title_fullStr |
Evaluating the social and environmental factors behind the 2015 extreme fire event in Sumatra, Indonesia |
title_full_unstemmed |
Evaluating the social and environmental factors behind the 2015 extreme fire event in Sumatra, Indonesia |
title_sort |
evaluating the social and environmental factors behind the 2015 extreme fire event in sumatra, indonesia |
publishDate |
2019 |
url |
https://hdl.handle.net/10356/89743 http://hdl.handle.net/10220/49323 |
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1759853784314413056 |