Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1371/journal.pone.0153589 |
Incorporating Anthropogenic Influences into Fire Probability Models: Effects of Human Activity and Climate Change on Fire Activity in California | |
Mann, Michael L.1,2; Batllori, Enric3,4; Moritz, Max A.2; Waller, Eric K.5; Berck, Peter6; Flint, Alan L.7; Flint, Lorraine E.7; Dolfi, Emmalee1 | |
通讯作者 | Mann, Michael L. |
来源期刊 | PLOS ONE
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ISSN | 1932-6203 |
出版年 | 2016 |
卷号 | 11期号:4 |
英文摘要 | The costly interactions between humans and wildfires throughout California demonstrate the need to understand the relationships between them, especially in the face of a changing climate and expanding human communities. Although a number of statistical and process-based wildfire models exist for California, there is enormous uncertainty about the location and number of future fires, with previously published estimates of increases ranging from nine to fifty-three percent by the end of the century. Our goal is to assess the role of climate and anthropogenic influences on the state’s fire regimes from 1975 to 2050. We develop an empirical model that integrates estimates of biophysical indicators relevant to plant communities and anthropogenic influences at each forecast time step. Historically, we find that anthropogenic influences account for up to fifty percent of explanatory power in the model. We also find that the total area burned is likely to increase, with burned area expected to increase by 2.2 and 5.0 percent by 2050 under climatic bookends (PCM and GFDL climate models, respectively). Our two climate models show considerable agreement, but due to potential shifts in rainfall patterns, substantial uncertainty remains for the semiarid inland deserts and coastal areas of the south. Given the strength of human-related variables in some regions, however, it is clear that comprehensive projections of future fire activity should include both anthropogenic and biophysical influences. Previous findings of substantially increased numbers of fires and burned area for California may be tied to omitted variable bias from the exclusion of human influences. The omission of anthropogenic variables in our model would overstate the importance of climatic ones by at least 24%. As such, the failure to include anthropogenic effects in many models likely overstates the response of wildfire to climatic change. |
类型 | Article |
语种 | 英语 |
国家 | USA ; Spain |
收录类别 | SCI-E |
WOS记录号 | WOS:000375211700019 |
WOS关键词 | WILDLAND-URBAN INTERFACE ; VEGETATION DISTRIBUTION ; WILDFIRE ; IMPACT ; PRECIPITATION ; PATTERNS ; DRIVERS ; ECOLOGY ; GROWTH |
WOS类目 | Multidisciplinary Sciences |
WOS研究方向 | Science & Technology - Other Topics |
来源机构 | United States Geological Survey ; University of California, Berkeley |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/195621 |
作者单位 | 1.George Washington Univ, Dept Geog, Washington, DC USA; 2.Univ Calif Berkeley, Dept Environm Sci Policy & Management, Berkeley, CA 94720 USA; 3.CSIC CTFC CREAF, InForest Joint Res Unit, CEMFOR CTFC, E-25280 Solsona, Spain; 4.CREAF, E-08193 Cerdanyola Del Valles, Spain; 5.US Geol Survey, Western Geog Sci Ctr, 345 Middlefield Rd, Menlo Pk, CA 94025 USA; 6.Univ Calif Berkeley, Dept Agr & Resource Econ, Berkeley, CA 94720 USA; 7.US Geol Survey, Calif Water Sci Ctr, Sacramento, CA USA |
推荐引用方式 GB/T 7714 | Mann, Michael L.,Batllori, Enric,Moritz, Max A.,et al. Incorporating Anthropogenic Influences into Fire Probability Models: Effects of Human Activity and Climate Change on Fire Activity in California[J]. United States Geological Survey, University of California, Berkeley,2016,11(4). |
APA | Mann, Michael L..,Batllori, Enric.,Moritz, Max A..,Waller, Eric K..,Berck, Peter.,...&Dolfi, Emmalee.(2016).Incorporating Anthropogenic Influences into Fire Probability Models: Effects of Human Activity and Climate Change on Fire Activity in California.PLOS ONE,11(4). |
MLA | Mann, Michael L.,et al."Incorporating Anthropogenic Influences into Fire Probability Models: Effects of Human Activity and Climate Change on Fire Activity in California".PLOS ONE 11.4(2016). |
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