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

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          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.

          Key Points

          • Climate models agree that vapor pressure deficit will increase throughout the western United States

          • Vapor pressure deficit is not required to explain observed variability in past summer wildfire burn area for all western U.S. ecoregions

          • Future wildfire burn area estimates are highest in regions where vapor pressure deficit explains substantial past variance in burn area

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          An Overview of CMIP5 and the Experiment Design

          The fifth phase of the Coupled Model Intercomparison Project (CMIP5) will produce a state-of-the- art multimodel dataset designed to advance our knowledge of climate variability and climate change. Researchers worldwide are analyzing the model output and will produce results likely to underlie the forthcoming Fifth Assessment Report by the Intergovernmental Panel on Climate Change. Unprecedented in scale and attracting interest from all major climate modeling groups, CMIP5 includes “long term” simulations of twentieth-century climate and projections for the twenty-first century and beyond. Conventional atmosphere–ocean global climate models and Earth system models of intermediate complexity are for the first time being joined by more recently developed Earth system models under an experiment design that allows both types of models to be compared to observations on an equal footing. Besides the longterm experiments, CMIP5 calls for an entirely new suite of “near term” simulations focusing on recent decades and the future to year 2035. These “decadal predictions” are initialized based on observations and will be used to explore the predictability of climate and to assess the forecast system's predictive skill. The CMIP5 experiment design also allows for participation of stand-alone atmospheric models and includes a variety of idealized experiments that will improve understanding of the range of model responses found in the more complex and realistic simulations. An exceptionally comprehensive set of model output is being collected and made freely available to researchers through an integrated but distributed data archive. For researchers unfamiliar with climate models, the limitations of the models and experiment design are described.
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            Regression Shrinkage and Selection Via the Lasso

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              The ERA-Interim reanalysis: configuration and performance of the data assimilation system

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                Author and article information

                Contributors
                evf@atmos.colostate.edu
                Journal
                Earths Future
                Earths Future
                10.1002/(ISSN)2328-4277
                EFT2
                Earth's Future
                John Wiley and Sons Inc. (Hoboken )
                2328-4277
                06 February 2021
                February 2020
                : 9
                : 2 ( doiID: 10.1002/eft2.v9.2 )
                : e2020EF001645
                Affiliations
                [ 1 ] Department of Atmospheric Science Colorado State University Fort Collins CO USA
                [ 2 ] Department of Atmospheric Science University of Washington Seattle WA USA
                Author notes
                [*] [* ] Correspondence to:

                E. V. Fischer,

                evf@ 123456atmos.colostate.edu

                Author information
                https://orcid.org/0000-0002-9430-5571
                https://orcid.org/0000-0003-4284-9320
                https://orcid.org/0000-0002-4241-838X
                https://orcid.org/0000-0001-8513-1074
                https://orcid.org/0000-0001-8298-3669
                Article
                EFT2694 2020EF001645
                10.1029/2020EF001645
                7900977
                6ace150c-6e33-4976-a87c-4f37474039a6
                ©2020. The Authors.

                This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.

                History
                : 02 June 2020
                : 09 July 2020
                : 15 July 2020
                Page count
                Figures: 4, Tables: 0, Pages: 14, Words: 6766
                Funding
                Funded by: National Science Foundation (NSF) , open-funder-registry 10.13039/100000001;
                Award ID: AGS‐1553715
                Funded by: U.S. Environmental Protection Agency (EPA) , open-funder-registry 10.13039/100000139;
                Award ID: 83588401
                Categories
                Fire in the Earth System
                Atmospheric Composition and Structure
                Aerosols and Particles
                Pollution: Urban and Regional
                Biosphere/Atmosphere Interactions
                General or Miscellaneous
                Biogeosciences
                Biosphere/Atmosphere Interactions
                Geodesy and Gravity
                Mass Balance
                Global Change
                Land/Atmosphere Interactions
                Atmosphere
                Hydrology
                Land/Atmosphere Interactions
                Atmospheric Processes
                Land/Atmosphere Interactions
                Oceanography: Biological and Chemical
                Aerosols
                Paleoceanography
                Aerosols
                Research Article
                Research Articles
                Custom metadata
                2.0
                February 2020
                Converter:WILEY_ML3GV2_TO_JATSPMC version:5.9.7 mode:remove_FC converted:23.02.2021

                wildfire,burn,area,west,climate,change
                wildfire, burn, area, west, climate, change

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