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Volumn 29, Issue 1, 2014, Pages 97-109

Predictors of bark beetle activity and scale-dependent spatial heterogeneity change during the course of an outbreak in a subalpine forest

Author keywords

Disturbance; Landscape heterogeneity; Lodgepole pine; Mountain pine beetle; Rocky Mountain National Park; Stand complexity

Indexed keywords

BEETLE; CONIFEROUS FOREST; DISTURBANCE; ENTOMOLOGY; FIELD SURVEY; HETEROGENEITY; LANDSCAPE ECOLOGY; MORTALITY; POPULATION ECOLOGY; POPULATION OUTBREAK; PREDICTION; SCALE EFFECT; SPATIAL VARIATION; STAND STRUCTURE; SURVIVAL;

EID: 84895068447     PISSN: 09212973     EISSN: 15729761     Source Type: Journal    
DOI: 10.1007/s10980-013-9954-1     Document Type: Article
Times cited : (26)

References (64)
  • 2
    • 33947723498 scopus 로고    scopus 로고
    • Modeling the effects of thinning on bark beetle impacts and wildfire potential in the Blue Mountains of eastern Oregon
    • Ager AA, McMahan A, Hayes JL, Smith EL (2007) Modeling the effects of thinning on bark beetle impacts and wildfire potential in the Blue Mountains of eastern Oregon. Landscape Urban Plan 80(3): 301-311.
    • (2007) Landscape Urban Plan , vol.80 , Issue.3 , pp. 301-311
    • Ager, A.A.1    McMahan, A.2    Hayes, J.L.3    Smith, E.L.4
  • 5
    • 33745111463 scopus 로고    scopus 로고
    • Landscape level analysis of mountain pine beetle in British Columbia, Canada: spatiotemporal development and spatial synchrony within the present outbreak
    • Aukema BH, Carroll AL, Zhu J, Raffa KF, Sickley TA, Taylor SW (2006) Landscape level analysis of mountain pine beetle in British Columbia, Canada: spatiotemporal development and spatial synchrony within the present outbreak. Ecography 29(3): 427-441.
    • (2006) Ecography , vol.29 , Issue.3 , pp. 427-441
    • Aukema, B.H.1    Carroll, A.L.2    Zhu, J.3    Raffa, K.F.4    Sickley, T.A.5    Taylor, S.W.6
  • 6
    • 44849127015 scopus 로고    scopus 로고
    • Movement of outbreak populations of mountain pine beetle: influences of spatiotemporal patterns and climate
    • Aukema BH, Carroll AL, Zheng Y, Zhu J, Raffa KF, Moore RD, Stahl K, Taylor SW (2008) Movement of outbreak populations of mountain pine beetle: influences of spatiotemporal patterns and climate. Ecography 31(3): 348-358.
    • (2008) Ecography , vol.31 , Issue.3 , pp. 348-358
    • Aukema, B.H.1    Carroll, A.L.2    Zheng, Y.3    Zhu, J.4    Raffa, K.F.5    Moore, R.D.6    Stahl, K.7    Taylor, S.W.8
  • 7
    • 0000132036 scopus 로고
    • Aspect transformation in site productivity research
    • Beers TW, Dress PE, Wensel LC (1966) Aspect transformation in site productivity research. J Forest 64(10): 691-692.
    • (1966) J Forest , vol.64 , Issue.10 , pp. 691-692
    • Beers, T.W.1    Dress, P.E.2    Wensel, L.C.3
  • 10
    • 0018441920 scopus 로고
    • A physically based, variable contributing area model of basin hydrology
    • Beven KJ, Kirkby MJ (1979) A physically based, variable contributing area model of basin hydrology. Hydrol Sci Bull 24(1): 43-69.
    • (1979) Hydrol Sci Bull , vol.24 , Issue.1 , pp. 43-69
    • Beven, K.J.1    Kirkby, M.J.2
  • 11
    • 36549032918 scopus 로고    scopus 로고
    • Drought induces lagged tree mortality in a subalpine forest in the Rocky Mountains
    • Bigler C, Gavin DG, Gunning C, Veblen TT (2007) Drought induces lagged tree mortality in a subalpine forest in the Rocky Mountains. Oikos 116(12): 1983-1994.
    • (2007) Oikos , vol.116 , Issue.12 , pp. 1983-1994
    • Bigler, C.1    Gavin, D.G.2    Gunning, C.3    Veblen, T.T.4
  • 14
    • 84868236542 scopus 로고    scopus 로고
    • Spaciotemporal patterns of mountain pine beetle activity in the southern Rocky Mountains
    • Chapman TB, Veblen TT, Schoennagel T (2012) Spaciotemporal patterns of mountain pine beetle activity in the southern Rocky Mountains. Ecology 93(10): 2175-2185.
    • (2012) Ecology , vol.93 , Issue.10 , pp. 2175-2185
    • Chapman, T.B.1    Veblen, T.T.2    Schoennagel, T.3
  • 16
    • 78650438502 scopus 로고    scopus 로고
    • Post-harvest seedling recruitment following mountain pine beetle infestation of Colorado lodgepole pine stands: a comparison using historic survey records
    • Collins BJ, Rhoades CC, Underhill J, Hubbard RM (2010) Post-harvest seedling recruitment following mountain pine beetle infestation of Colorado lodgepole pine stands: a comparison using historic survey records. Can J Forest Res 40(12): 2452-2456.
    • (2010) Can J Forest Res , vol.40 , Issue.12 , pp. 2452-2456
    • Collins, B.J.1    Rhoades, C.C.2    Underhill, J.3    Hubbard, R.M.4
  • 17
    • 79955030834 scopus 로고    scopus 로고
    • Tree regeneration and future stand development after bark beetle infestation and harvesting in Colorado lodgepole pine stands
    • Collins BJ, Rhoades CC, Hubbard RM, Battaglia MA (2011) Tree regeneration and future stand development after bark beetle infestation and harvesting in Colorado lodgepole pine stands. Forest Ecol Manag 261(11): 2168-2175.
    • (2011) Forest Ecol Manag , vol.261 , Issue.11 , pp. 2168-2175
    • Collins, B.J.1    Rhoades, C.C.2    Hubbard, R.M.3    Battaglia, M.A.4
  • 18
    • 77952104677 scopus 로고    scopus 로고
    • Stationarity is dead' - long live transformation: five principles for climate change adaptation law
    • Craig RK (2010) 'Stationarity is dead' - long live transformation: five principles for climate change adaptation law. Harvard Environ Law Rev 34(1): 9-75.
    • (2010) Harvard Environ Law Rev , vol.34 , Issue.1 , pp. 9-75
    • Craig, R.K.1
  • 20
    • 80052818673 scopus 로고    scopus 로고
    • Incoming! Association of landscape features with dispersing mountain pine beetle populations during a range expansion event in western Canada
    • de la Giroday HMC, Carroll AL, Lingren BS, Aukema BH (2011) Incoming! Association of landscape features with dispersing mountain pine beetle populations during a range expansion event in western Canada. Landscape Ecol 26: 1097-1110.
    • (2011) Landscape Ecol , vol.26 , pp. 1097-1110
    • de la Giroday, H.M.C.1    Carroll, A.L.2    Lingren, B.S.3    Aukema, B.H.4
  • 21
    • 79953900518 scopus 로고    scopus 로고
    • Forest developmental trajectories in mountain pine beetle disturbed forests of Rocky Mountain National Park, Colorado
    • Diskin M, Rocca ME, Nelson KN, Aoki CF, Romme WH (2011) Forest developmental trajectories in mountain pine beetle disturbed forests of Rocky Mountain National Park, Colorado. Can J Forest Res 41: 782-792.
    • (2011) Can J Forest Res , vol.41 , pp. 782-792
    • Diskin, M.1    Rocca, M.E.2    Nelson, K.N.3    Aoki, C.F.4    Romme, W.H.5
  • 22
    • 84895070097 scopus 로고    scopus 로고
    • ESRI, CA: Environmental Systems Research Institute
    • ESRI (2006) ArcGIS Desktop: Release 9. 2. Redlands, CA: Environmental Systems Research Institute.
    • (2006) ArcGIS Desktop: Release 9.2. Redlands
  • 23
    • 33845946992 scopus 로고    scopus 로고
    • The effectiveness of vegetation management practices for prevention and control of bark beetle infestations in coniferous forests of the western and southern United States
    • Fettig CJ, Klepzig KD, Billings RF, Munson AS, Nebeker TE, Negrón JF, Nowak JT (2007) The effectiveness of vegetation management practices for prevention and control of bark beetle infestations in coniferous forests of the western and southern United States. Forest Ecol Manag 238(1-3): 24-53.
    • (2007) Forest Ecol Manag , vol.238 , Issue.1-3 , pp. 24-53
    • Fettig, C.J.1    Klepzig, K.D.2    Billings, R.F.3    Munson, A.S.4    Nebeker, T.E.5    Negrón, J.F.6    Nowak, J.T.7
  • 24
    • 80054679926 scopus 로고    scopus 로고
    • Forest structure and regeneration following a mountain pine beetle epidemic in southeastern Wyoming
    • Kayes LJ, Tinker DB (2012) Forest structure and regeneration following a mountain pine beetle epidemic in southeastern Wyoming. Forest Ecol Manag 263: 57-66.
    • (2012) Forest Ecol Manag , vol.263 , pp. 57-66
    • Kayes, L.J.1    Tinker, D.B.2
  • 25
    • 0000501552 scopus 로고
    • The rate of natural falling of beetle-killed ponderosa pine snags
    • Keen FP (1955) The rate of natural falling of beetle-killed ponderosa pine snags. J Forest 53: 720-723.
    • (1955) J Forest , vol.53 , pp. 720-723
    • Keen, F.P.1
  • 26
    • 67650001626 scopus 로고    scopus 로고
    • Stand characteristics and downed woody debris accumulations associated with a mountain pine beetle (Dendroctonus ponderosae Hopkins) outbreak in Colorado
    • Klutsch JG, Negron JF, Costello SL, Rhoades CC, West DR, Popp J, Caissie R (2009) Stand characteristics and downed woody debris accumulations associated with a mountain pine beetle (Dendroctonus ponderosae Hopkins) outbreak in Colorado. Forest Ecol Manag 258(5): 641-649.
    • (2009) Forest Ecol Manag , vol.258 , Issue.5 , pp. 641-649
    • Klutsch, J.G.1    Negron, J.F.2    Costello, S.L.3    Rhoades, C.C.4    West, D.R.5    Popp, J.6    Caissie, R.7
  • 28
  • 29
    • 0024937968 scopus 로고
    • Spatial pattern and ecological analysis
    • Legendre P, Fortin MJ (1989) Spatial pattern and ecological analysis. Vegetatio 80(2): 107-138.
    • (1989) Vegetatio , vol.80 , Issue.2 , pp. 107-138
    • Legendre, P.1    Fortin, M.J.2
  • 30
    • 0028975793 scopus 로고
    • On definition and quantification of heterogeneity
    • Li H, Reynolds JF (1995) On definition and quantification of heterogeneity. Oikos 73(2): 280-284.
    • (1995) Oikos , vol.73 , Issue.2 , pp. 280-284
    • Li, H.1    Reynolds, J.F.2
  • 31
    • 40349106465 scopus 로고    scopus 로고
    • Population ecology of insect invasions and their management
    • Liebhold AM, Tobin PC (2008) Population ecology of insect invasions and their management. Annu Rev Entomol 53: 387-408.
    • (2008) Annu Rev Entomol , vol.53 , pp. 387-408
    • Liebhold, A.M.1    Tobin, P.C.2
  • 32
    • 0344895700 scopus 로고    scopus 로고
    • Assessing the impacts of global warming on forest pest dynamics
    • Logan JA, Regniere J, Powell JA (2003) Assessing the impacts of global warming on forest pest dynamics. Front Ecol Environ 1(3): 130-137.
    • (2003) Front Ecol Environ , vol.1 , Issue.3 , pp. 130-137
    • Logan, J.A.1    Regniere, J.2    Powell, J.A.3
  • 33
    • 0001216360 scopus 로고
    • R2 measures based on wald and likelihood ratio joint significance tests
    • Magee L (1990) R2 measures based on wald and likelihood ratio joint significance tests. Am Stat 44(3): 250-253.
    • (1990) Am Stat , vol.44 , Issue.3 , pp. 250-253
    • Magee, L.1
  • 34
    • 0021066766 scopus 로고
    • Thinning lodgepole pine increases tree vigor and resistance to mountain pine-beetle
    • Mitchell RG, Waring RH, Pitman GB (1983) Thinning lodgepole pine increases tree vigor and resistance to mountain pine-beetle. Forest Sci 29(1): 204-211.
    • (1983) Forest Sci , vol.29 , Issue.1 , pp. 204-211
    • Mitchell, R.G.1    Waring, R.H.2    Pitman, G.B.3
  • 35
    • 58649113844 scopus 로고    scopus 로고
    • Bark beetle-caused mortality in a drought-affected ponderosa pine landscape in Arizona, USA
    • Negron JF, McMillin JD, Anhold JA, Coulson D (2009) Bark beetle-caused mortality in a drought-affected ponderosa pine landscape in Arizona, USA. Forest Ecol Manag 257(4): 1353-1362.
    • (2009) Forest Ecol Manag , vol.257 , Issue.4 , pp. 1353-1362
    • Negron, J.F.1    McMillin, J.D.2    Anhold, J.A.3    Coulson, D.4
  • 37
    • 55549096760 scopus 로고    scopus 로고
    • Density and distribution of advance regeneration in mountain pine beetle killed lodgepole pine stands of the montane spruce zone of southern British Columbia
    • Nigh GD, Antos JA, Parish R (2008) Density and distribution of advance regeneration in mountain pine beetle killed lodgepole pine stands of the montane spruce zone of southern British Columbia. Can J Forest Res 38(11): 2826-2836.
    • (2008) Can J Forest Res , vol.38 , Issue.11 , pp. 2826-2836
    • Nigh, G.D.1    Antos, J.A.2    Parish, R.3
  • 38
    • 84895072196 scopus 로고    scopus 로고
    • NRCS, United States Department of Agriculture, Natural Resources Conservation Service. Available from. Accessed August 2009)
    • NRCS (2007) Soil survey of Rocky Mountain National Park, Colorado. United States Department of Agriculture, Natural Resources Conservation Service. Available from http://websoilsurvey. nrcs. usda. gov/app. Accessed August 2009).
    • (2007) Soil survey of Rocky Mountain National Park, Colorado
  • 39
  • 40
    • 0001769365 scopus 로고    scopus 로고
    • Forests and meadows of the Rocky Mountains
    • M. G. Barbour and W. D. Billings (Eds.), New York: Cambridge University Press
    • Peet RK (2000) Forests and meadows of the Rocky Mountains. In: Barbour MG, Billings WD (eds) North American terrestrial vegetation. Cambridge University Press, New York, pp 75-122.
    • (2000) North American Terrestrial Vegetation , pp. 75-122
    • Peet, R.K.1
  • 44
    • 84872925513 scopus 로고    scopus 로고
    • R: a language and environment for statistical computing
    • R Development Core Team, 2.9.1 edn., Vienna, Austria
    • R Development Core Team (2009) R: a language and environment for statistical computing. In: R foundation for statistical computing, 2. 9. 1 edn., Vienna, Austria.
    • (2009) In: R foundation for statistical computing
  • 45
    • 45849137124 scopus 로고    scopus 로고
    • Cross-scale drivers of natural disturbances prone to anthropogenic amplification: the dynamics of bark beetle eruptions
    • Raffa KF, Aukema BH, Bentz BJ, Carroll AL, Hicke JA, Turner MG, Romme WH (2008) Cross-scale drivers of natural disturbances prone to anthropogenic amplification: the dynamics of bark beetle eruptions. Bioscience 58(6): 501-517.
    • (2008) Bioscience , vol.58 , Issue.6 , pp. 501-517
    • Raffa, K.F.1    Aukema, B.H.2    Bentz, B.J.3    Carroll, A.L.4    Hicke, J.A.5    Turner, M.G.6    Romme, W.H.7
  • 46
    • 34247891729 scopus 로고    scopus 로고
    • Modeling cold tolerance in the mountain pine beetle, Dendroctonus ponderosae
    • Regniere J, Bentz B (2007) Modeling cold tolerance in the mountain pine beetle, Dendroctonus ponderosae. J Insect Physiol 53(6): 559-572.
    • (2007) J Insect Physiol , vol.53 , Issue.6 , pp. 559-572
    • Regniere, J.1    Bentz, B.2
  • 48
    • 61849129636 scopus 로고    scopus 로고
    • Beetle-infested forests are not "destroyed"
    • Rocca ME, Romme WH (2009) Beetle-infested forests are not "destroyed". Front Ecol Environ 7(2): 71-72.
    • (2009) Front Ecol Environ , vol.7 , Issue.2 , pp. 71-72
    • Rocca, M.E.1    Romme, W.H.2
  • 49
    • 33746352113 scopus 로고    scopus 로고
    • The biology and epidemiology of mountain pine beetle in lodgepole pine forests
    • L. Safranyik and B. Wilson (Eds.), Victoria: Canadian Forest Service: Pacific Forestry Center, Natural Resources Canada
    • Safranyik L, Carroll AL (2006) The biology and epidemiology of mountain pine beetle in lodgepole pine forests. In: Safranyik L, Wilson B (eds) The mountain pine beetle: a synthesis of its biology, management and impacts on lodgepole pine. Canadian Forest Service: Pacific Forestry Center, Natural Resources Canada, Victoria, pp 3-66.
    • (2006) The Mountain Pine Beetle: A Synthesis of Its Biology, Management and Impacts on Lodgepole Pine , pp. 3-66
    • Safranyik, L.1    Carroll, A.L.2
  • 51
    • 0001327080 scopus 로고
    • Southern pine beetle infestation development: interaction betwen pine and hardwood basal areas
    • Schowalter TD, Turchin P (1993) Southern pine beetle infestation development: interaction betwen pine and hardwood basal areas. Forest Sci 39: 201-210.
    • (1993) Forest Sci , vol.39 , pp. 201-210
    • Schowalter, T.D.1    Turchin, P.2
  • 52
    • 57449116566 scopus 로고    scopus 로고
    • Management of novel ecosystems: are novel approaches required?
    • Seastedt TR, Hobbs RJ, Suding KN (2008) Management of novel ecosystems: are novel approaches required? Front Ecol Environ 6(10): 547-553.
    • (2008) Front Ecol Environ , vol.6 , Issue.10 , pp. 547-553
    • Seastedt, T.R.1    Hobbs, R.J.2    Suding, K.N.3
  • 53
    • 0034057270 scopus 로고    scopus 로고
    • Susceptibility of lodgepole pine stands to the mountain pine beetle: testing of a rating system
    • Shore TL, Safranyik L, Lemieux JP (2000) Susceptibility of lodgepole pine stands to the mountain pine beetle: testing of a rating system. Can J Forest Res 30(1): 44-49.
    • (2000) Can J Forest Res , vol.30 , Issue.1 , pp. 44-49
    • Shore, T.L.1    Safranyik, L.2    Lemieux, J.P.3
  • 54
    • 55549122196 scopus 로고    scopus 로고
    • Effects of the mountain pine beetle on lodgepole pine stand structure and dynamics
    • L. Safranyik and B. Wilson (Eds.), Victoria: Canadian Forest Service: Pacific Forestry Center, Natural Resources Canada
    • Shore TL, Safranyik L, Hawkes BC, Taylor AH (2007) Effects of the mountain pine beetle on lodgepole pine stand structure and dynamics. In: Safranyik L, Wilson B (eds) The mountain pine beetle: a synthesis of biology, management, and impacts in lodgepole pine. Canadian Forest Service: Pacific Forestry Center, Natural Resources Canada, Victoria, p 299.
    • (2007) The Mountain Pine Beetle: A Synthesis of Biology, Management, and Impacts in Lodgepole Pine , pp. 299
    • Shore, T.L.1    Safranyik, L.2    Hawkes, B.C.3    Taylor, A.H.4
  • 55
    • 33645296578 scopus 로고    scopus 로고
    • Spatial and temporal variation in historic fire regimes in subalpine forests across the Colorado Front Range in Rocky Mountain National Park, Colorado
    • Sibold JS, Veblen TT, Gonzalez ME (2006) Spatial and temporal variation in historic fire regimes in subalpine forests across the Colorado Front Range in Rocky Mountain National Park, Colorado. USA. J Biogeogr 33(4): 631-647.
    • (2006) USA. J Biogeogr , vol.33 , Issue.4 , pp. 631-647
    • Sibold, J.S.1    Veblen, T.T.2    Gonzalez, M.E.3
  • 56
    • 38449114455 scopus 로고    scopus 로고
    • Influences of secondary disturbances on lodgepole pine stand development in rocky mountain national park
    • Sibold JS, Veblen TT, Chipko K, Lawson L, Mathis E, Scott J (2007) Influences of secondary disturbances on lodgepole pine stand development in rocky mountain national park. Ecol Appl 17(6): 1638-1655.
    • (2007) Ecol Appl , vol.17 , Issue.6 , pp. 1638-1655
    • Sibold, J.S.1    Veblen, T.T.2    Chipko, K.3    Lawson, L.4    Mathis, E.5    Scott, J.6
  • 58
    • 79955525905 scopus 로고    scopus 로고
    • Seed release in serotinous lodgepole pine forests after mountain pine beetle outbreak
    • Teste FP, Lieffers VJ, Landhausser SM (2011) Seed release in serotinous lodgepole pine forests after mountain pine beetle outbreak. Ecol Appl 21(1): 150-162.
    • (2011) Ecol Appl , vol.21 , Issue.1 , pp. 150-162
    • Teste, F.P.1    Lieffers, V.J.2    Landhausser, S.M.3
  • 59
    • 34249912881 scopus 로고    scopus 로고
    • Using GIS to generate spatially balanced random survey designs for natural resource applications
    • Theobald DM, Stevens DL, White D, Urquhart NS, Olsen AR, Norman JB (2007) Using GIS to generate spatially balanced random survey designs for natural resource applications. Environ Manag 40(1): 134-146.
    • (2007) Environ Manag , vol.40 , Issue.1 , pp. 134-146
    • Theobald, D.M.1    Stevens, D.L.2    White, D.3    Urquhart, N.S.4    Olsen, A.R.5    Norman, J.B.6
  • 60
    • 84895068529 scopus 로고    scopus 로고
    • US Forest Service, Available at. Accessed August 2013
    • US Forest Service (2013) USDA Forest Service, Rocky Mountain Region-Aerial Survey Data Download. Available at http://www. fs. usda. gov/detail/r2/forest-grasslandhealth/?cid=fsbdev3_041629. Accessed August 2013.
    • (2013) USDA Forest Service, Rocky Mountain Region-Aerial Survey Data Download
  • 62
    • 71649116203 scopus 로고    scopus 로고
    • Regeneration beneath lodgepole pine dominated stands attacked or threatened by the mountain pine beetle in the south central interior, British Columbia
    • Vyse A, Ferguson C, Huggard DJ, Roach J, Zimonick B (2009) Regeneration beneath lodgepole pine dominated stands attacked or threatened by the mountain pine beetle in the south central interior, British Columbia. Forest Ecol Manag 258: S36-S43.
    • (2009) Forest Ecol Manag , vol.258
    • Vyse, A.1    Ferguson, C.2    Huggard, D.J.3    Roach, J.4    Zimonick, B.5
  • 63
    • 80051979847 scopus 로고    scopus 로고
    • Continued warming could transform Greater Yellowstone fire regimes by mid-21st century
    • Westerling AL, Turner MG, Smithwick EAH, Romme WH, Ryan MG (2011) Continued warming could transform Greater Yellowstone fire regimes by mid-21st century. P Natl Acad Sci USA 108(32): 13165-13170.
    • (2011) P Natl Acad Sci USA , vol.108 , Issue.32 , pp. 13165-13170
    • Westerling, A.L.1    Turner, M.G.2    Smithwick, E.A.H.3    Romme, W.H.4    Ryan, M.G.5
  • 64
    • 33747586378 scopus 로고    scopus 로고
    • Warming and earlier spring increase western US forest wildfire activity
    • Westerling AL, Hidalgo HG, Cayan DR, Swetnam TW (2006) Warming and earlier spring increase western US forest wildfire activity. Science 313(5789): 940-943.
    • (2006) Science , vol.313 , Issue.5789 , pp. 940-943
    • Westerling, A.L.1    Hidalgo, H.G.2    Cayan, D.R.3    Swetnam, T.W.4


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