Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/j.ecolind.2021.108249 |
The relative importance of driving factors of wildfire occurrence across climatic gradients in the Inner Mongolia, China | |
Sun, Hongchao; Wang, J. Wen; Liu, Zhihua; Zou, Xianghua; Zhang, Zhengxiang; Ying, Hong; Dong, Yulin; Yang, Ran | |
通讯作者 | Wang, JW (corresponding author), Chinese Acad Sci, Northeast Inst Geog & Agroecol, Changchun 130102, Peoples R China. ; Zou, XH (corresponding author), Northeast Normal Univ, Sch Informat Sci & Technol, Changchun 130024, Peoples R China. |
来源期刊 | ECOLOGICAL INDICATORS
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ISSN | 1470-160X |
EISSN | 1872-7034 |
出版年 | 2021 |
卷号 | 131 |
英文摘要 | In recent decades, wildfire regimes have been changing in many parts of the world with significant differences among climatic regions. Thus, understanding the relationship between fires and driving factors in different climatic regions is important. We investigated the relative importance of wildfire drivers across climatic gradients using a Bayesian network model during 2001-2015 in the Inner Mongolia Autonomous Region (IMAR). Our results showed that regional-scale fire relative probability (FRP) on average increased in the IMAR, which was mainly attributed to increases in annual precipitation. However, changes in FRP and driving factors of wildfire occurrence varied among climatic regions. The FRP decreased at rates of -0.02/decade and -0.001/ decade in the humid and semi-humid region, respectively, while increasing at an average rate of 0.05/ decade in the arid region. Temperature was recognized as the most influential driver of wildfires in the humid region, in which the relative importance of all driving factors remained relatively stable over time. In the semi-humid region, wildfires responded primarily to human activities, of which distance to railways was of greatest importance. The relative importance of distance to railways significantly increased over time, while the effects of temperature, humidity and elevation decreased considerably. Fractional vegetation cover (FVC) was the dominant factor controlling the wildfire occurrence in the arid region, in which the relative importance of precipitation significantly increased and the effect of settlements significantly decreased. Our study suggests that because of different driving factors of wildfires across climatic gradients, different fire prevention and management strategies are required. The optimal resource allocation for fire prevention should be adjusted according to the relative importance of wildfire drivers and spatiotemporal patterns of the FRP. |
英文关键词 | Wildfire Inner Mongolia Bayesian belief network Driving factors Climatic regions Spatiotemporal variations |
类型 | Article |
语种 | 英语 |
开放获取类型 | gold |
收录类别 | SCI-E |
WOS记录号 | WOS:000704550000004 |
WOS关键词 | BAYESIAN BELIEF NETWORK ; FIRE ; VEGETATION ; WOODLANDS ; WEATHER ; RISK |
WOS类目 | Biodiversity Conservation ; Environmental Sciences |
WOS研究方向 | Biodiversity & Conservation ; Environmental Sciences & Ecology |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/363002 |
作者单位 | [Sun, Hongchao; Wang, J. Wen; Dong, Yulin] Chinese Acad Sci, Northeast Inst Geog & Agroecol, Changchun 130102, Peoples R China; [Sun, Hongchao; Ying, Hong] Univ Chinese Acad Sci, Beijing 100049, Peoples R China; [Liu, Zhihua] Chinese Acad Sci, Inst Appl Ecol, CAS Key Lab Forest Ecol & Management, Shenyang, Peoples R China; [Zou, Xianghua] Northeast Normal Univ, Sch Informat Sci & Technol, Changchun 130024, Peoples R China; [Zhang, Zhengxiang] Northeast Normal Univ, Sch Geog Sci, Changchun 130024, Peoples R China; [Ying, Hong] Inner Mongolia Normal Univ, Coll Geog Sci, Hohhot 010022, Peoples R China; [Yang, Ran] Jilin Univ, Coll Earth Sci, Changchun 130012, Peoples R China |
推荐引用方式 GB/T 7714 | Sun, Hongchao,Wang, J. Wen,Liu, Zhihua,et al. The relative importance of driving factors of wildfire occurrence across climatic gradients in the Inner Mongolia, China[J],2021,131. |
APA | Sun, Hongchao.,Wang, J. Wen.,Liu, Zhihua.,Zou, Xianghua.,Zhang, Zhengxiang.,...&Yang, Ran.(2021).The relative importance of driving factors of wildfire occurrence across climatic gradients in the Inner Mongolia, China.ECOLOGICAL INDICATORS,131. |
MLA | Sun, Hongchao,et al."The relative importance of driving factors of wildfire occurrence across climatic gradients in the Inner Mongolia, China".ECOLOGICAL INDICATORS 131(2021). |
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