Arid
DOI10.1371/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
ISSN1932-6203
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).
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Mann, Michael L.]的文章
[Batllori, Enric]的文章
[Moritz, Max A.]的文章
百度学术
百度学术中相似的文章
[Mann, Michael L.]的文章
[Batllori, Enric]的文章
[Moritz, Max A.]的文章
必应学术
必应学术中相似的文章
[Mann, Michael L.]的文章
[Batllori, Enric]的文章
[Moritz, Max A.]的文章
相关权益政策
暂无数据
收藏/分享

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。