Literature DB >> 33681404

Past Variance and Future Projections of the Environmental Conditions Driving Western U.S. Summertime Wildfire Burn Area.

Steven J Brey1, Elizabeth A Barnes1, Jeffrey R Pierce1, Abigail L S Swann2, Emily V Fischer1.   

Abstract

Increases in vapor pressure deficit (VPD) have been hypothesized as the primary driver of future fire changes. The Coupled Model Intercomparison Project Phase 5 (CMIP5) models agree that western U.S. surface temperatures and associated dryness of air as defined by the VPD will increase in the 21st century for Representative Concentration Pathways (RCPs) 4.5 and 8.5. However, we find that averaged over seasonal and regional scales, other environmental variables demonstrated to be relevant to flammability, moisture abundances, and aridity-such as precipitation, evaporation, relative humidity, root zone soil moisture, and wind speed-can be used to explain observed variance in wildfire burn area as well or better than VPD. However, the magnitude and sign of the change of these variables in the 21st century are less certain than the predicted changes in VPD. Our work demonstrates that when objectively selecting environmental variables to maximize predictive skill of linear regressions (minimize square error on unseen data) VPD is not always selected and when it is not, the magnitude of future increases in burn area becomes less certain. Hence, this work shows that future burn area predictions are sensitive to what environmental predictors are chosen to drive burn area. ©2020. The Authors.

Entities:  

Keywords:  area; burn; change; climate; west; wildfire

Year:  2021        PMID: 33681404      PMCID: PMC7900977          DOI: 10.1029/2020EF001645

Source DB:  PubMed          Journal:  Earths Future        ISSN: 2328-4277            Impact factor:   7.495


  6 in total

1.  Rapid Growth of Large Forest Fires Drives the Exponential Response of Annual Forest-Fire Area to Aridity in the Western United States.

Authors:  C S Juang; A P Williams; J T Abatzoglou; J K Balch; M D Hurteau; M A Moritz
Journal:  Geophys Res Lett       Date:  2022-03-08       Impact factor: 5.576

2.  Identifying Key Drivers of Wildfires in the Contiguous US Using Machine Learning and Game Theory Interpretation.

Authors:  Sally S-C Wang; Yun Qian; L Ruby Leung; Yang Zhang
Journal:  Earths Future       Date:  2021-06-10       Impact factor: 7.495

3.  Associations Between Wildfire-Related PM2.5 and Intensive Care Unit Admissions in the United States, 2006-2015.

Authors:  Cecilia Sorensen; John A House; Katelyn O'Dell; Steven J Brey; Bonne Ford; Jeffrey R Pierce; Emily V Fischer; Jay Lemery; James L Crooks
Journal:  Geohealth       Date:  2021-05-01

4.  Differential Cardiopulmonary Health Impacts of Local and Long-Range Transport of Wildfire Smoke.

Authors:  Sheryl Magzamen; Ryan W Gan; Jingyang Liu; Katelyn O'Dell; Bonne Ford; Kevin Berg; Kirk Bol; Ander Wilson; Emily V Fischer; Jeffrey R Pierce
Journal:  Geohealth       Date:  2021-02-25

5.  Growing impact of wildfire on western US water supply.

Authors:  A Park Williams; Ben Livneh; Karen A McKinnon; Winslow D Hansen; Justin S Mankin; Benjamin I Cook; Jason E Smerdon; Arianna M Varuolo-Clarke; Nels R Bjarke; Caroline S Juang; Dennis P Lettenmaier
Journal:  Proc Natl Acad Sci U S A       Date:  2022-03-08       Impact factor: 11.205

6.  Wildfire Smoke Is Associated With an Increased Risk of Cardiorespiratory Emergency Department Visits in Alaska.

Authors:  M B Hahn; G Kuiper; K O'Dell; E V Fischer; S Magzamen
Journal:  Geohealth       Date:  2021-05-01
  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.