Direct and indirect effects of climate change on projected future fire regimes in the western United States

Science of the Total Environment

Volumn 542, Issue , 2016, Pages 65-75

  Liu, Zhihua ^a   Wimberly, Michael C ^a  

^a SOUTH DAKOTA STATE UNIVERSITY   (United States)

Author keywords

Climate change; Disturbance; Fire; Model; Random Forests; Vegetation dynamics; Western United States

Indexed keywords

CLIMATE MODELS; DECISION TREES; FIRES; MODELS; VEGETATION;

DISTURBANCE; GEOGRAPHIC PATTERN; PRECIPITATION PATTERNS; RANDOM FORESTS; RESEARCH QUESTIONS; VEGETATION DYNAMICS; VEGETATION PATTERN; WESTERN UNITED STATES;

CLIMATE CHANGE;

ACCURACY ASSESSMENT; CLIMATE CHANGE; CLIMATE EFFECT; DISTURBANCE; FIRE BEHAVIOR; FOREST FIRE; FUTURE PROSPECT; GLOBAL PERSPECTIVE; VEGETATION DYNAMICS;

ARTICLE; CLIMATE CHANGE; CONTROLLED STUDY; FIRE; FOREST; FUTUROLOGY; GRASS; PRECIPITATION; PREDICTION; PRIORITY JOURNAL; SHRUB; SIMULATION; STATISTICAL MODEL; UNITED STATES; VEGETATION;

UNITED STATES;

EID: 84945903626     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2015.10.093     Document Type: Article

References (67)

1. Abatzoglou J.T. Development of gridded surface meteorological data for ecological applications and modelling. Int. J. Climatol. 2013, 33:121-131.
2. Abatzoglou J.T., Kolden C.A. Relationships between climate and macroscale area burned in the western United States. Int. J. Wildland Fire 2013, 22:1003-1020.
3. Balch J.K., Bradley B.A., D'Antonio C.M., G�mez-Dans J. Introduced annual grass increases regional fire activity across the arid western USA (1980-2009). Glob. Chang. Biol. 2013, 19:173-183.
4. Belcher C.M., Mander L., Rein G., Jervis F.X., Haworth M., Hesselbo S.P., Glasspool I.J., McElwain J.C. Increased fire activity at the Triassic/Jurassic boundary in Greenland due to climate-driven floral change. Nat. Geosci. 2010, 3:426-429.
5. Bond W.J., Midgley G.F. Carbon dioxide and the uneasy interactions of trees and savannah grasses. Philosophical Transactions of the Royal Society B: Biological Sciences 2012, 367:601-612.
6. Bowman D.M.J.S., Murphy B.P., Williamson G.J., Cochrane M.A. Pyrogeographic models, feedbacks and the future of global fire regimes. Glob. Ecol. Biogeogr. 2014, 23:821-824.
7. Bowman D.M.J.S., Balch J.K., Artaxo P., Bond W.J., Carlson J.M., Cochrane M.A., D'Antonio C.M., DeFries R.S., Doyle J.C., Harrison S.P., Johnston F.H., Keeley J.E., Krawchuk M.A., Kull C.A., Marston J.B., Moritz M.A., Prentice I.C., Roos C.I., Scott A.C., Swetnam T.W., van der Werf G.R., Pyne S.J. Fire in the earth system. Science 2009, 324:481-484.
8. Bradstock R.A. A biogeographic model of fire regimes in Australia: current and future implications. Glob. Ecol. Biogeogr. 2010, 19:145-158.
9. Carletta J. Assessing agreement on classification tasks: the kappa statistic. Computational Linguistics 1996, 22:249-254.
10. Cutler D.R., Edwards T.C., Beard K.H., Cutler A., Hess K.T., Gibson J., Lawler J.J. Random forests for classification in ecology. Ecology 2007, 88:2783-2792.
11. Davis M.B., Shaw R.G. Range shifts and adaptive responses to Quaternary climate change. Science 2001, 292:673-679.
12. Eidenshink J., Schwind B., Brewer K., Zhu Z.-L., Quayle B., Howard S. A project for monitoring trends in burn severity. Fire Ecology 2007, 3:1-19.
13. Elith J., Leathwick J., Hastie T. A working guide to boosted regression trees. J. Anim. Ecol. 2008, 77:802-813.
14. Feng S., Fu Q. Expansion of global drylands under a warming climate. Atmos. Chem. Phys. Discuss. 2013, 13:14637-14665.
15. Flannigan M.D., Krawchuk M.A., de Groot W.J., Wotton B.M., Gowman L.M. Implications of changing climate for global wildland fire. Int. J. Wildland Fire 2009, 18:483-507.
16. Gill A.M., Allan G. Large fires, fire effects and the fire-regime concept. Int. J. Wildland Fire 2008, 17:688-695.
17. Girardin M.P., Ali A.A., Carcaillet C., Blarquez O., H�ly C., Terrier A., Genries A., Bergeron Y. Vegetation limits the impact of a warm climate on boreal wildfires. New Phytol. 2013, 199:1001-1011.
18. Hansen A.J., Phillips L.B. Which tree species and biome types are most vulnerable to climate change in the US Northern Rocky Mountains?. For. Ecol. Manag. 2015, 338:68-83.
19. Hardy C.C., Schmidt K.M., Menakis J.P., Sampson R.N. Spatial data for national fire planning and fuel management. Int. J. Wildland Fire 2001, 10:353-372.
20. Heon J., Arseneault D., Parisien M.A. Resistance of the boreal forest to high burn rates. Proc. Natl. Acad. Sci. U. S. A. 2014, 111:13888-13893.
21. Hessl A.E. Pathways for climate change effects on fire: models, data, and uncertainties. Prog. Phys. Geogr. 2011, 35:393-407.
22. Higuera P.E., Briles C.E., Whitlock C. Fire-regime complacency and sensitivity to centennial-through millennial-scale climate change in Rocky Mountain subalpine forests, Colorado, USA. J. Ecol. 2014, 102:1429-1441.
23. Higuera P.E., Brubaker L.B., Anderson P.M., Hu F.S., Brown T.A. Vegetation mediated the impacts of postglacial climate change on fire regimes in the south-central Brooks Range, Alaska. Ecol. Monogr. 2009, 79:201-219.
24. Hu F.S., Brubaker L.B., Gavin D.G., Higuera P.E., Lynch J.A., Rupp T.S., Tinner W. How climate and vegetation influence the fire regime of the Alaskan boreal biome: the Holocene perspective. Mitig. Adapt. Strateg. Glob. Chang. 2006, 11:829-846.
25. Iverson L., McKenzie D. Tree-species range shifts in a changing climate: detecting, modeling, assisting. Landsc. Ecol. 2013, 28:879-889.
26. Iverson L.R., Prasad A.M., Matthews S.N., Peters M. Estimating potential habitat for 134 eastern US tree species under six climate scenarios. For. Ecol. Manag. 2008, 254:390-406.
27. Jiang X., Rauscher S.A., Ringler T.D., Lawrence D.M., Williams A.P., Allen C.D., Steiner A.L., Cai D.M., McDowell N.G. Projected future changes in vegetation in western North America in the twenty-first century. J. Clim. 2013, 26:3671-3687.
28. Jin Y., Randerson J.T., Faivre N., Capps S., Hall A., Goulden M.L. Contrasting controls on wildland fires in Southern California during periods with and without Santa Ana winds. J. Geophys. Res. Biogeosci. 2014, 10.1002/2013JG002541.
29. Kasischke E.S., Williams D., Barry D. Analysis of the patterns of large fires in the boreal forest region of Alaska. Int. J. Wildland Fire 2002, 11:131-144.
30. Keane R.E., Agee J.K., Fule P., Keeley J.E., Key C., Kitchen S.G., Miller R., Schulte L.A. Ecological effects of large fires on US landscapes: benefit or catastrophe?. Int. J. Wildland Fire 2008, 17:696-712.
31. Keane R.E., Cary G.J., Flannigan M.D., Parsons R.A., Davies I.D., King K.J., Li C., Bradstock R.A., Gill M. Exploring the role of fire, succession, climate, and weather on landscape dynamics using comparative modeling. Ecol. Model. 2013, 266:172-186.
32. Kelly R., Chipman M.L., Higuera P.E., Stefanova I., Brubaker L.B., Hu F.S. Recent burning of boreal forests exceeds fire regime limits of the past 10,000years. Proc. Natl. Acad. Sci. 2013, 110:13055-13060.
33. Kloster S., Mahowald N., Randerson J., Lawrence P. The impacts of climate, land use, and demography on fires during the 21 st century simulated by CLM-CN. Biogeosciences 2012, 9:509-525.
34. Knapp P.A. Spatio-temporal patterns of large grassland fires in the Intermountain West, U.S.A. Glob. Ecol. Biogeogr. Lett. 1998, 7:259-272.
35. Krawchuk M.A., Moritz M.A. Burning issues: statistical analyses of global fire data to inform assessments of environmental change. Environmetrics 2014, 25:472-481.
36. Li F., Zeng X.D., Levis S. A process-based fire parameterization of intermediate complexity in a Dynamic Global Vegetation Model. Biogeosciences 2012, 9:2761-2780.
37. Litschert S.E., Brown T.C., Theobald D.M. Historic and future extent of wildfires in the Southern Rockies Ecoregion, USA. For. Ecol. Manag. 2012, 269:124-133.
38. Littell J.S., McKenzie D., Peterson D.L., Westerling A.L. Climate and wildfire area burned in western US ecoprovinces, 1916-2003. Ecol. Appl. 2009, 19:1003-1021.
39. Liu Z., Yang J. Quantifying ecological drivers of ecosystem productivity of the early-successional boreal Larix gmelinii forest. Ecosphere 2014, 5. art84. 10.1890/ES13-00372.1.
40. Liu Z., Wimberly M.C. Climatic and landscape influences on fire regimes from 1984 to 2010 in the western United States. PLoS One 2015, 10. http://dx.doi.org/journal.pone.0140839.
41. Liu Z., Yang J., Chang Y., Weisberg P.J., He H.S. Spatial patterns and drivers of fire occurrence and its future trend under climate change in a boreal forest of Northeast China. Glob. Chang. Biol. 2012, 18:2041-2056.
42. Liu Z., Wimberly M.C., Lamsal A., Sohl T.L., Hawbaker T.J. Climate change and wildfire risk in an expanding wildland-urban interface: a case study from the Colorado Front Range Corridor. Landsc. Ecol. 2015, 10.1007/s10980-015-0222-4.
43. Loudermilk E.L., Scheller R.M., Weisberg P.J., Yang J., Dilts T.E., Karam S.L., Skinner C. Carbon dynamics in the future forest: the importance of long-term successional legacy and climate-fire interactions. Glob. Chang. Biol. 2013, 19:3502-3515.
44. Luo L.F., Tang Y., Zhong S.Y., Bian X.D., Heilman W.E. Will future climate favor more erratic wildfires in the western United States?. J. Appl. Meteorol. Climatol. 2013, 52:2410-2417.
45. McKenzie D., Gedalof Z., Peterson D.L., Mote P. Climatic change, wildfire, and conservation. Conserv. Biol. 2004, 18:890-902.
46. Moritz M.A., Parisien M.-A., Batllori E., Krawchuk M.A., Van Dorn J., Ganz D.J., Hayhoe K. Climate change and disruptions to global fire activity. Ecosphere 2012, 3. (art49).
47. Morton D., Collatz G., Wang D., Randerson J., Giglio L., Chen Y. Satellite-based assessment of climate controls on US burned area. Biogeosciences 2013, 10:247-260.
48. Noss R.F., Franklin J.F., Baker W.L., Schoennagel T., Moyle P.B. Managing fire-prone forests in the western United States. Front. Ecol. Environ. 2006, 4:481-487.
49. Notaro M., Mauss A., Williams J.W. Projected vegetation changes for the American Southwest: combined dynamic modeling and bioclimatic-envelope approach. Ecol. Appl. 2012, 22:1365-1388.
50. Parisien M.-A., Parks S.A., Krawchuk M.A., Little J.M., Flannigan M.D., Gowman L.M., Moritz M.A. An analysis of controls on fire activity in boreal Canada: comparing models built with different temporal resolutions. Ecol. Appl. 2014, 24:1341-1356.
51. Pausas J.G., Paula S. Fuel shapes the fire-climate relationship: evidence from Mediterranean ecosystems. Glob. Ecol. Biogeogr. 2012, 21:1074-1082.
52. Pausas J.G., Fern�ndez-Mu�oz S. Fire regime changes in the Western Mediterranean Basin: from fuel-limited to drought-driven fire regime. Clim. Chang. 2012, 110:215-226.
53. Pausas J.G., Ribeiro E. The global fire-productivity relationship. Glob. Ecol. Biogeogr. 2013, 22:728-736.
54. Perry D.A., Hessburg P.F., Skinner C.N., Spies T.A., Stephens S.L., Taylor A.H., Franklin J.F., McComb B., Riegel G. The ecology of mixed severity fire regimes in Washington, Oregon, and Northern California. For. Ecol. Manag. 2011, 262:703-717.
55. Rehfeldt G.E., Crookston N.L., S�enz-Romero C., Campbell E.M. North American vegetation model for land-use planning in a changing climate: a solution to large classification problems. Ecol. Appl. 2012, 22:119-141.
56. Rollins M.G. LANDFIRE: a nationally consistent vegetation, wildland fire, and fuel assessment. Int. J. Wildland Fire 2009, 18:235-249.
57. Romme W.H., Allen C.D., Bailey J.D., Baker W.L., Bestelmeyer B.T., Brown P.M., Eisenhart K.S., Floyd M.L., Huffman D.W., Jacobs B.F. Historical and modern disturbance regimes, stand structures, and landscape dynamics in Pinon-Juniper vegetation of the western United States. Rangel. Ecol. Manag. 2009, 62:203-222.
58. Schoennagel T., Veblen T.T., Romme W.H. The interaction of fire, fuels, and climate across Rocky Mountain forests. Bioscience 2004, 54:661-676.
59. Stavros E.N., Abatzoglou J.T., McKenzie D., Larkin N.K. Regional projections of the likelihood of very large wildland fires under a changing climate in the contiguous Western United States. Clim. Chang. 2014, 126:455-468.
60. Terrier A., Girardin M.P., P�ri� C., Legendre P., Bergeron Y. Potential changes in forest composition could reduce impacts of climate change on boreal wildfires. Ecol. Appl. 2013, 23:21-35.
61. Wang W.J., He H.S., Fraser J.S., Thompson F.R., Shifley S.R., Spetich M.A. LANDIS PRO: a landscape model that predicts forest composition and structure changes at regional scales. Ecography 2014, 37:225-229.
62. Wang W.J., He H.S., Spetich M.A., Shifley S.R., Thompson F.R., Larsen D.R., Fraser J.S., Yang J. A large-scale forest landscape model incorporating multi-scale processes and utilizing forest inventory data. Ecosphere 2013, 4. (art106).
63. Wang X., Parisien M.A., Flannigan M.D., Parks S.A., Anderson K.R., Little J.M., Taylor S.W. The potential and realized spread of wildfires across Canada. Glob. Chang. Biol. 2014, 20:2518-2530.
64. Westerling A.L., Hidalgo H.G., Cayan D.R., Swetnam T.W. Warming and earlier spring increase western US forest wildfire activity. Science 2006, 313:940-943.
65. Westerling A.L., Turner M.G., Smithwick E.A.H., Romme W.H., Ryan M.G. Continued warming could transform Greater Yellowstone fire regimes by mid-21st century. Proc. Natl. Acad. Sci. 2011, 108:13165-13170.
66. Whitman E., Batllori E., Parisien M.-A., Miller C., Coop J.D., Krawchuk M.A., Chong G.W., Haire S.L. The climate space of fire regimes in north-western North America. J. Biogeogr. 2015, 42:1736-1749.
67. Wimberly M.C., Liu Z. Interactions of climate, fire, and management in future forests of the Pacific Northwest. For. Ecol. Manag. 2014, 327:270-279.