Modeling climate and fuel reduction impacts on mixed-conifer forest carbon stocks in the Sierra Nevada, California

Forest Ecology and Management

Volumn 315, Issue , 2014, Pages 30-42

  Hurteau, Matthew D ^a   Robards, Timothy A ^b   Stevens, Donald ^c   Saah, David ^b,d   North, Malcolm ^e   Koch, George W ^c  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

^b Spatial Informatics Group LLC ^*  (United States)

^c NORTHERN ARIZONA UNIVERSITY   (United States)

^d UNIVERSITY OF SAN FRANCISCO   (United States)

^e PACIFIC SOUTHWEST RESEARCH STATION   (United States)

Author keywords

Adaptation; Climate change; Growth and yield; Mitigation; Thinning; Wildfire

Indexed keywords

ADAPTATION; GROWTH-AND-YIELD; MITIGATION; THINNING; WILDFIRE;

CARBON; CLIMATE CHANGE; CLIMATE MODELS; ESTIMATION; FIRES; FUELS; REGRESSION ANALYSIS;

FORESTRY;

CARBON BALANCE; CARBON SEQUESTRATION; CLIMATE CHANGE; CLIMATE EFFECT; CLIMATE MODELING; CONIFEROUS FOREST; GENERAL CIRCULATION MODEL; GROWTH RATE; GROWTH RESPONSE; MIXED FOREST; PROBABILITY; THINNING; TWENTIETH CENTURY; WILDFIRE;

CARBON; FOREST FIRES; FUELS; REGRESSION ANALYSIS; SEASONAL VARIATION; THINNING;

CALIFORNIA; LAKE TAHOE BASIN; SIERRA NEVADA [CALIFORNIA]; UNITED STATES;

EID: 84891816266     PISSN: 03781127     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.foreco.2013.12.012     Document Type: Article

References (67)

1. Battles J.J., Robards T., Das A., Waring K., Gilles J.K., Biging G., Schurr F. Climate change impacts on forest growth and tree mortality: a data-driven modeling study in the mixed-conifer forest of the Sierra Nevada, California. Clim. Change 2008, 87(Suppl. 1):S193-S213.
2. Beaty R.M., Taylor A.H. Fire history and the structure and dynamics of a mixed conifer forest landscape in the northern Sierra Nevada, Lake Tahoe Basin, California, USA. For. Ecol. Manage. 2008, 255:707-719.
3. Breiman L., Friedman J., Stone C.J., Olshen R.A. Classification and Regression Trees 1984, Chapman & Hall/CRC, Boca Raton, FL.
4. Brown, J.K., 1974. Handbook for inventorying downed woody material. US Department of Agriculture, Forest Service, Intermountain Forest and Range Experiment Station, Gen. Tech. Rep. INT-16 Ogden, UT.
5. Campbell J.L., Harmon M.E., Mitchell S.R. Can fuel-reduction treatments really increase forest carbon storage in the western US by reducing future fire emissions?. Front. Ecol. Environ. 2012, 10:83-90.
6. Canadell J.G., Raupach M.R. Managing forests for climate change mitigation. Science 2008, 320:1456.
7. Cayan, D., Tyree, M., Dettinger, M.D., Hidalgo, H.G., Das, T., Maurer, E.P., Bromirski, P., Graham, N., Flick, R., 2009. In: Center, C.C.C. (Ed.), Climate Change Scenarios and Sea Level Rise Estimates for the California 2009 Climate Change Scenarios Assessment, p. 50.
8. Cayan D.R., Maurer E.P., Dettinger M.D., Tyree M., Hayhoe K. Climate change scenarios for the California region. Clim. Change 2008, 87(Suppl. 1):S21-S42.
9. ClimateActionReserve, 2010. Forest Project Protocol v3.2.
10. Crookston N.L., Dixon G.E. The forest vegetation simulator: a review of its structure, content, and applications. Comput. Electron. Agric. 2005, 49:60-80.
11. Crookston N.L., Rehfeldt G.E., Dixon G.E., Weiskittel A.R. Addressing climate change in the forest vegetation simulator to assess impacts on landscape forest dynamics. For. Ecol. Manage. 2010, 260:1198-1211.
12. Dickson B.G., Prather J.W., Xu Y., Hampton H.M., Aumack E.N., Sisk T.D. Mapping the probability of large fire occurrence in northern Arizona, USA. Landscape Ecol. 2006, 21:747-761.
13. Dobrowski S.Z. A climatic basis for microrefugia: the influence of terrain on climate. Glob. Change Biol. 2011, 17:1022-1035.
14. 2 exchange of a ponderosa pine forest. Glob. Change Biol. 2008, 14:1-20.
15. Eliott-Fisk, D.L., Cahill, T.C., Davis, O.K., Duan, L., Goldman, C.R., Gruell, G.E., Harris, R., Kattlemann, R., Lacey, R., Leisz, D., Lindstrom, S., Machida, D., Rowntree, R.A., Rucks, P., Sharkey, D.A., Stephens, S.L., Ziegler, D.S., 1996. Lake Tahoe Case Study. Sierra Nevada Ecosystem Project: Final Report to Congress. Addendum I. University of California Centers for Wildland Resources, Davis, CA, pp. 217-276.
16. Everitt B.S., Hothorn T. A Handbook of Statistical Analyses using Rpart 2006, Chapman & Hall/CRC, Boca Raton, FL.
17. Fajardo A., Graham J.M., Goodburn J.M., Fiedler C.E. Ten-year responses of ponderosa pine growth, vigor, and recruitment to restoration treatments in the Bitteroot Mountains, Montana, USA. For. Ecol. Manage. 2007, 243:50-60.
18. FIA, 2009a. Regional Biomass Equations used by FIA to Estimate Bole, Bark and Branches. USDA Forest Service, Pacific Northwest Research Station.
19. FIA, 2009b. Volume Estimation for the PNW-FIA Integrated Database. USDA Forest Service, Pacific Northwest Research Station.
20. Flannigan M.D., Stocks B.J., Wotton B.M. Climate change and forest fires. Sci. Total Environ. 2000, 262:221-229.
21. Galik C.S., Jackson R.B. Risks to forest carbon offset projects in a changing climate. For. Ecol. Manage. 2009, 257:2209-2216.
22. Gullison R.E., Frumhoff P.C., Canadell J.G., Field C.B., Nepstad D.G., Hayhoe K., Avissar R., Curran L.M., Friedlingstein P., Jones C.D., Nobre C. Tropical forests and climate policy. Science 2007, 316:985-986.
23. Harlow W.M., Harrar E.S., Hardin J.W., White F.M. Textbook of Dendrology 1996, McGraw-Hill Inc., New York.
24. Hidalgo, H.G., Dettinger, M.D., Cayan, D.R., 2008. Downscaling with Constructed Analogues: Daily Precipitation and Temperature Fields over the United States. California Energy Commission. Report CEC-500-2007-123.
25. Hudiburg T., Law B., Turner D.P., Campbell J., Donato D., Duane M. Carbon dynamics of Oregon and Northern California forests and potential land-based carbon storage. Ecol. Appl. 2009, 19:163-180.
26. Hurteau M., Zald H., North M. Species-specific response to climate reconstruction in upper-elevation mixed-conifer forests of the western Sierra Nevada, California. Can. J. For. Res. 2007, 37:1681-1691.
27. Hurteau M.D., Brooks M.L. Short- and long-term effects of fire on carbon in US dry temperate forest systems. Bioscience 2011, 61:139-146.
28. Hurteau M.D., Hungate B.A., Koch G.W. Accounting for risk in valuing forest carbon offsets. Carbon Balance Manage. 2009, 4:1.
29. Hurteau M.D., Hungate B.A., Koch G.W., North M.P., Smith G.R. Aligning ecology and markets in the forest carbon cycle. Front. Ecol. Environ. 2013, 11:37-42.
30. Hurteau M.D., Stoddard M.T., Fule P.Z. The carbon costs of mitigating high-severity wildfire in southwestern ponderosa pine. Glob. Change Biol. 2011, 17:1516-1521.
31. Kaye J.P., Hart S.C., Fule P.Z., Covington W.W., Moore M.M., Kaye M.W. Initial carbon, nitrogen, and phosphorous fluxes following ponderosa pine restoration treatments. Ecol. Appl. 2005, 15:1581-1593.
32. Keith H., Mackey B.G., Lindenmayer D.B. Re-evaluation of forest biomass carbon stocks and lessons from the world's most carbon-dense forests. Proc. Nat. Acad. Sci. 2009, 106:11635-11640.
33. Keyser, C.E., 2008. Western Sierra Nevada (WS) Variant Overview - Forest Vegetation Simulator. U.S. Department of Agriculture, Forest Service, Forest Management Service Center, Fort Collins, CO (revised July 29, 2010).
34. Latham P., Tappeiner J. Response of old-growth conifers to reduction in stand density in western Oregon forests. Tree Physiol. 2002, 22:137-146.
35. Lenihan J.M., Bachelet D., Neilson R.P., Drapek R.J. Response of vegetation distribution, ecosystem productivity, and fire to climate change scenarios in California. Clim. Change 2008, 87(Suppl. 1):S215-S230.
36. Lenihan J.M., Drapek R.J., Bachelet D., Neilson R.P. Climate change effects on vegetation distribution, carbon, and fire in California. Ecol. Appl. 2003, 13:1667-1681.
37. 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. Change Biol. 2013, 19:3502-3515.
38. Luo Y., Su B., Currie W.S., Dukes J.S., Finzi A., Hartwig U., Hungate B.A., McMurtrie R.E., Oren R., Parton W.J., Pataki D.E., Shaw M.R., Zak D.R., Field C.B. Progressive nitrogen limitation of ecosystem responses to rising atmospheric carbon dioxide. Bioscience 2004, 54:731-739.
39. Maurer E.P., Hidalgo H.G. Utility of daily vs. monthly large-scale climate data: an intercomparison of two statistical downscaling methods. Hydrol. Earth Syst. Sci. 2008, 12:551-563.
40. McDowell N.G., Adams H.D., Bailey J.D., Hess M., Kolb T.E. Homeostatic maintenance of ponderosa pine gas exchange in response to stand density changes. Ecol. Appl. 2006, 16:1164-1182.
41. Mitchell S.R., Harmon M.E., O'Connell K.E.B. Forest fuel reduction alters fire severity and long-term carbon storage in three Pacific Northwest ecosystems. Ecol. Appl. 2009, 19:643-655.
42. Murthy S.K. Automatic construction of decision trees from data: a multi-disciplinary survey. Data Min. Knowl. Disc. 1998, 2:345-389.
43. 2 enhancement of forest productivity constrained by limited nitrogen availability. Proc. Nat. Acad. Sci. 2010, 107:19368-19373.
44. North M., Hurteau M., Fiegener R., Barbour M. Influence of fire and El Niño on tree recruitment varies by species in Sierran mixed conifer. For. Sci. 2005, 51:187-197.
45. North M., Hurteau M., Innes J. Fire suppression and fuels treatment effects on mixed-conifer carbon stocks and emissions. Ecol. Appl. 2009, 19:1385-1396.
46. North M., Innes J., Zald H. Comparison of thinning and prescribed fire restoration treatments to Sierran mixed-conifer historic conditions. Can. J. For. Res. 2007, 37:331-342.
47. Pacala S., Socolow R. Stabilization wedges: solving the climate problem for the next 50years with current technologies. Science 2004, 305:968-972.
48. Pearson R.G., Dawson T.P. Predicting the impacts of climate change on the distribution of species: are bioclimate envelope models useful?. Glob. Ecol. Biogeogr. 2003, 12:361-371.
49. Pechony O., Shindell D.T. Driving forces of global wildfires over the past millennium and the forthcoming century. Proc. Nat. Acad. Sci. 2010, 107:19167-19170.
50. Raymond C.L., McKenzie D. Carbon dynamics of forests in Washington, USA: 21st century projections based on climate-driven changes in fire regimes. Ecol. Appl. 2012, 22:1589-1611.
51. Reich P.B., Hungate B.A., Luo Y. Carbon-nitrogen interactions in terrestrial ecosystems in response to rising atmospheric carbon dioxide. Annu. Rev. Ecol. Evol. Syst. 2006, 37:611-636.
52. Robards, T., 2009. Empirical Forest Growth Model Evaluations and Development of Climate-Sensitive Hybrid Models. University of California, Berkeley, Berkeley, p. 234.
53. Seager R., Ting M., Held I., Kushnir Y., Lu J., Vecchi G., Huang H.-P., Hamik N., Leetmaa A., Lau N.-C., Li C., Velez J., Naik N. Model projections of an imminent transition to a more arid climate in southwestern North America. Science 2007, 316:1181-1184.
54. Smithwick E.A.H., Harmon M.E., Remillard S.M., Acker S.A., Franklin J.F. Potential upper bounds of carbon stores in forests of the Pacific Northwest. Ecol. Appl. 2002, 12:1303-1317.
55. Stephens S.L., Moghaddas J.J. Experimental fuel treatment impacts on forest structure, potential fire behavior, and predicted tree mortality in a California mixed conifer forest. For. Ecol. Manage. 2005, 215:21-36.
56. Stephens S.L., Moghaddas J.J., Edminster C., Fiedler C.E., Haase S., Harrington M., Keeley J.E., Knapp E.E., McIver J.D., Metlen K., Skinner C.N., Youngblood A. Fire treatment effects on vegetation structure, fuels, and potential fire severity in western U.S. forests. Ecol. Appl. 2009, 19:305-320.
57. Stephens S.L., Moghaddas J.J., Hartsough B.R., Moghaddas E.E.Y., Clinton N.E. Fuel treatment effects on stand-level carbon pools, treatment-related emissions, and fire risk in a Sierra Nevada mixed-conifer forest. Can. J. For. Res. 2009, 39:1538-1547.
58. Therneau, T.M., Atkinson, B., Ripley, B., 2007. The Rpart Package.
59. van Mantgem P.J., Stephenson N.L., Byrne J.C., Daniels L.D., Franklin J.F., Fule P.Z., Harmon M.E., Larson A.J., Smith J.M., Taylor A.H., Veblen T.T. Widespread increase of tree mortality rates in the western United States. Science 2009, 323:521-524.
60. VandeWater K., North M. Fire history of coniferous riparian forests in the Sierra Nevada. For. Ecol. Manage. 2010, 260:384-395.
61. vanMantgem P.J., Stephenson N.L., Byrne J.C., Daniels L.D., Franklin J.F., Fule P.Z., Harmon M.E., Larson A.J., Smith J.M., Taylor A.H., Veblen T.T. Widespread increase of tree mortality rates in the western United States. Science 2009, 323:521-524.
62. West B.T., Welch K.B., Galecki A.T. Linear Mixed Models: A Practical Guide using Statistical Software 2007, Chapman & Hall/CRC, Boca Raton, FL.
63. Westerling A.L., Bryant B.P. Climate change and wildfire in California. Clim. Change 2008, 87(Suppl. 1):S231-S249.
64. 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. Nat. Acad. Sci. 2011, 108:13165-13170.
65. Williams A.P., Allen C.D., Macalady A.K., Griffin D., Woodhouse C.A., Meko D.M., Swetnam T.W., Rauscher S.A., Seager R., Grissino-Mayer H.D., Dean J.S., Cook E.R., Gangodagamage C., Cai M., McDowell N.G. Temperature as a potent driver of regional forest drought stress and tree mortality. Nat. Clim. Change 2012, 3:292-297.
66. Winford E.M., Gaither J.C. Carbon outcomes from fuels treatment and bioenergy production in a Sierra Nevada forest. For. Ecol. Manage. 2012, 282:1-9.
67. Zald H.S.J., Gray A.N., North M., Kern R.A. Initial tree regeneration responses to fire and thinning treatments in a Sierra Nevada mixed-conifer forest, USA. For. Ecol. Manage. 2008, 256:168-179.