The relative importance of tree and stand properties in susceptibility to spruce beetle outbreak in the mid‐20th century
Tree susceptibility to potentially lethal agents is determined not only by attributes of individual trees, but also by neighborhood effects at a range of scales. For example, effects of disturbances on individual trees are often contingent on the size, configuration, and other properties of neighbor...
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| Published in: | Ecosphere (Washington, D.C) Vol. 7; no. 10 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
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01.10.2016
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| ISSN: | 2150-8925, 2150-8925 |
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| Abstract | Tree susceptibility to potentially lethal agents is determined not only by attributes of individual trees, but also by neighborhood effects at a range of scales. For example, effects of disturbances on individual trees are often contingent on the size, configuration, and other properties of neighboring trees. Wildfires can modify postfire properties of individual trees as well as of entire forest stands, both of which can affect subsequent ecological processes, including subsequent disturbances. In recent years, much has been learned about how disturbances interact, but numerous questions concerning underlying mechanisms remain unresolved. For example, the relative importance of forest properties at different spatial scales in determining how fires affect forest susceptibility to subsequent disturbances is not well understood. This study explicitly compares the relative importance of tree vs. fine‐scale neighborhood effects (e.g., stand properties at <7 m radii), on susceptibility to a 1940s' spruce beetle outbreak. Attributes of individual trees and of stand structure were spatially reconstructed at five 250‐m2 sites that were partly burned in the late 19th century and then affected by spruce beetle outbreak in the 1940s. Random Forest models and classification trees were used to compare the relative importance of variables for susceptibility to spruce beetle attack. Individual tree properties (diameter at breast height and age) were the most important predictors of susceptibility to the outbreak across all sites combined and at each of the sites individually. In contrast, neighborhood effects were poor predictors of susceptibility. This study suggests wildfires reduce susceptibility to outbreaks primarily by reducing the size of postfire live trees and only secondarily by modifying stand structure. One implication of this is that management strategies that aim to modify stand structure over large areas in order to reduce susceptibility to spruce beetle outbreaks may be unnecessarily intensive. |
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| AbstractList | Tree susceptibility to potentially lethal agents is determined not only by attributes of individual trees, but also by neighborhood effects at a range of scales. For example, effects of disturbances on individual trees are often contingent on the size, configuration, and other properties of neighboring trees. Wildfires can modify postfire properties of individual trees as well as of entire forest stands, both of which can affect subsequent ecological processes, including subsequent disturbances. In recent years, much has been learned about how disturbances interact, but numerous questions concerning underlying mechanisms remain unresolved. For example, the relative importance of forest properties at different spatial scales in determining how fires affect forest susceptibility to subsequent disturbances is not well understood. This study explicitly compares the relative importance of tree vs. fine‐scale neighborhood effects (e.g., stand properties at <7 m radii), on susceptibility to a 1940s' spruce beetle outbreak. Attributes of individual trees and of stand structure were spatially reconstructed at five 250‐m
2
sites that were partly burned in the late 19th century and then affected by spruce beetle outbreak in the 1940s. Random Forest models and classification trees were used to compare the relative importance of variables for susceptibility to spruce beetle attack. Individual tree properties (diameter at breast height and age) were the most important predictors of susceptibility to the outbreak across all sites combined and at each of the sites individually. In contrast, neighborhood effects were poor predictors of susceptibility. This study suggests wildfires reduce susceptibility to outbreaks primarily by reducing the size of postfire live trees and only secondarily by modifying stand structure. One implication of this is that management strategies that aim to modify stand structure over large areas in order to reduce susceptibility to spruce beetle outbreaks may be unnecessarily intensive. Tree susceptibility to potentially lethal agents is determined not only by attributes of individual trees, but also by neighborhood effects at a range of scales. For example, effects of disturbances on individual trees are often contingent on the size, configuration, and other properties of neighboring trees. Wildfires can modify postfire properties of individual trees as well as of entire forest stands, both of which can affect subsequent ecological processes, including subsequent disturbances. In recent years, much has been learned about how disturbances interact, but numerous questions concerning underlying mechanisms remain unresolved. For example, the relative importance of forest properties at different spatial scales in determining how fires affect forest susceptibility to subsequent disturbances is not well understood. This study explicitly compares the relative importance of tree vs. fine‐scale neighborhood effects (e.g., stand properties at <7 m radii), on susceptibility to a 1940s' spruce beetle outbreak. Attributes of individual trees and of stand structure were spatially reconstructed at five 250‐m2 sites that were partly burned in the late 19th century and then affected by spruce beetle outbreak in the 1940s. Random Forest models and classification trees were used to compare the relative importance of variables for susceptibility to spruce beetle attack. Individual tree properties (diameter at breast height and age) were the most important predictors of susceptibility to the outbreak across all sites combined and at each of the sites individually. In contrast, neighborhood effects were poor predictors of susceptibility. This study suggests wildfires reduce susceptibility to outbreaks primarily by reducing the size of postfire live trees and only secondarily by modifying stand structure. One implication of this is that management strategies that aim to modify stand structure over large areas in order to reduce susceptibility to spruce beetle outbreaks may be unnecessarily intensive. Tree susceptibility to potentially lethal agents is determined not only by attributes of individual trees, but also by neighborhood effects at a range of scales. For example, effects of disturbances on individual trees are often contingent on the size, configuration, and other properties of neighboring trees. Wildfires can modify postfire properties of individual trees as well as of entire forest stands, both of which can affect subsequent ecological processes, including subsequent disturbances. In recent years, much has been learned about how disturbances interact, but numerous questions concerning underlying mechanisms remain unresolved. For example, the relative importance of forest properties at different spatial scales in determining how fires affect forest susceptibility to subsequent disturbances is not well understood. This study explicitly compares the relative importance of tree vs. fine‐scale neighborhood effects (e.g., stand properties at <7 m radii), on susceptibility to a 1940s' spruce beetle outbreak. Attributes of individual trees and of stand structure were spatially reconstructed at five 250‐m2 sites that were partly burned in the late 19th century and then affected by spruce beetle outbreak in the 1940s. Random Forest models and classification trees were used to compare the relative importance of variables for susceptibility to spruce beetle attack. Individual tree properties (diameter at breast height and age) were the most important predictors of susceptibility to the outbreak across all sites combined and at each of the sites individually. In contrast, neighborhood effects were poor predictors of susceptibility. This study suggests wildfires reduce susceptibility to outbreaks primarily by reducing the size of postfire live trees and only secondarily by modifying stand structure. One implication of this is that management strategies that aim to modify stand structure over large areas in order to reduce susceptibility to spruce beetle outbreaks may be unnecessarily intensive. |
| Author | Bakaj, Felicia Kulakowski, Dominik Mietkiewicz, Nathan Veblen, Thomas T. |
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| Cites_doi | 10.2307/1934298 10.5849/forsci.10-079 10.1139/x03-256 10.5849/forsci.13-017 10.2307/2261392 10.2307/1938916 10.1017/CBO9781139194648 10.5849/forsci.13-032 10.1890/13-0230.1 10.2307/3808855 10.1111/j.1365-2699.2005.01404.x 10.2307/3545728 10.1525/bio.2010.60.8.6 10.1016/j.foreco.2013.12.035 10.1046/j.1365-2699.2000.00364.x 10.2307/1942611 10.1023/A:1008017711917 10.1890/07-0524.1 10.2307/1551721 10.5962/bhl.title.99596 10.2307/2996361 10.1016/j.foreco.2007.09.045 10.2307/3236899 10.5849/forsci.13-507 10.1139/x91-030 10.1016/j.foreco.2006.10.011 10.1890/ES15-00394.1 10.1139/x06-182 10.1080/02723646.1994.10642533 10.1046/j.1365-2699.2003.00912.x 10.1046/j.1365-2745.2002.00722.x 10.1641/B580607 10.1016/j.foreco.2014.08.028 10.1890/0012-9658(2000)081[3178:CARTAP]2.0.CO;2 10.1016/0378-1127(80)90005-5 10.1016/j.foreco.2013.07.061 10.1890/0012-9658(2003)084[0362:IBFASB]2.0.CO;2 10.1111/afe.12130 10.2307/1938452 |
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| Copyright | 2016 Bakaj et al. 2016. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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| References | 1995; 73 2006; 33 1982; 52 2006; 36 1991a; 72 1976 2014a; 95 2000; 2 1970 1977; 23 2012; 58 2014; 60 1992; 56 2014; 334 2010; 60 1977 2014b; 318 1965; 63 2001; 61 2000 2004; 34 1999; 14 1986 1984 1972; 53 2002; 90 1974; 131 2001; 12 2003; 84 2001; 57 2015; 17 2015; 6 1986; 113 2000; 27 2011 2010 2013; 308 1954 2008; 58 1951 1992 2003; 30 1994; 82 1987; 68 1990; 22 2007; 238 1980; 3 2008; 89 2000; 81 1994; 15 2014 1989; 16 2008; 254 1985; 31 1991b; 21 1968 e_1_2_6_51_1 e_1_2_6_53_1 e_1_2_6_32_1 Schmid J. M. (e_1_2_6_50_1) 1974 e_1_2_6_30_1 e_1_2_6_19_1 e_1_2_6_13_1 e_1_2_6_36_1 e_1_2_6_59_1 e_1_2_6_11_1 Hard J. S. (e_1_2_6_23_1) 1985; 31 e_1_2_6_34_1 Veblen T. T. (e_1_2_6_56_1) 2000 e_1_2_6_55_1 e_1_2_6_15_1 e_1_2_6_38_1 e_1_2_6_57_1 Dymerski A. D. (e_1_2_6_17_1) 2001; 61 Cahill D. B. (e_1_2_6_8_1) 1951 e_1_2_6_20_1 e_1_2_6_41_1 e_1_2_6_9_1 e_1_2_6_5_1 e_1_2_6_24_1 e_1_2_6_3_1 Peet R. K. (e_1_2_6_39_1) 2000; 2 e_1_2_6_28_1 e_1_2_6_45_1 Schmid J. M. (e_1_2_6_49_1) 1977 Duncan R. P. (e_1_2_6_16_1) 1989; 16 e_1_2_6_54_1 e_1_2_6_10_1 e_1_2_6_31_1 Breiman L. (e_1_2_6_7_1) 1984 Massey C. L. (e_1_2_6_35_1) 1954 Hinds T. E. (e_1_2_6_26_1) 1965; 63 e_1_2_6_14_1 e_1_2_6_12_1 e_1_2_6_33_1 e_1_2_6_18_1 e_1_2_6_37_1 Schmid J. (e_1_2_6_47_1) 1970 e_1_2_6_58_1 e_1_2_6_42_1 e_1_2_6_21_1 Grissino‐Mayer H. D. (e_1_2_6_22_1) 2001; 57 e_1_2_6_40_1 e_1_2_6_4_1 Schmid J. M. (e_1_2_6_48_1) 1976 e_1_2_6_6_1 e_1_2_6_25_1 Schenk J. A. (e_1_2_6_46_1) 1977; 23 Stokes M. A. (e_1_2_6_52_1) 1968 e_1_2_6_2_1 e_1_2_6_29_1 e_1_2_6_44_1 Rebertus A. J. (e_1_2_6_43_1) 1992 e_1_2_6_27_1 |
| References_xml | – year: 2011 – volume: 238 start-page: 24 year: 2007 end-page: 53 article-title: The effectiveness of vegetation management practices for prevention and control of bark beetle infestations in coniferous forests of the western and southern United States publication-title: Forest Ecology and Management – volume: 53 start-page: 830 year: 1972 end-page: 839 article-title: Factors affecting spruce beetles during a small outbreak publication-title: Ecology – volume: 318 start-page: 44 year: 2014b end-page: 53 article-title: Do tree and stand‐level attributes determine susceptibility of spruce‐fir forests to spruce beetle outbreaks in the early 21st century? publication-title: Forest Ecology and Management – volume: 58 start-page: 1 year: 2012 end-page: 14 article-title: Factors influencing the spatial and temporal dynamics of Engelmann spruce mortality during a spruce beetle outbreak on the Markagunt Plateau, Utah publication-title: Forest Science – volume: 34 start-page: 810 year: 2004 end-page: 816 article-title: The impact of tree and stand characteristics on spruce beetle (Coleoptera: Scolytidae) induced mortality of white spruce in the Copper River Basin, Alaska publication-title: Canadian Journal of Forest Research – volume: 57 start-page: 205 issue: 2 year: 2001 end-page: 221 article-title: Evaluating crossdating accuracy: a manual and tutorial for the computer program COFECHA publication-title: Tree‐Ring Research – volume: 31 start-page: 839 year: 1985 end-page: 850 article-title: Spruce beetles attack slowly growing spruce publication-title: Forest Science – volume: 33 start-page: 631 year: 2006 end-page: 647 article-title: Spatial and temporal variation in historic fire regimes in subalpine forests across the Colorado Front Range in Rocky Mountain National Park, Colorado, USA publication-title: Journal of Biogeography – volume: 56 start-page: 432 year: 1992 end-page: 442 article-title: Yellowstone grizzly bear mortality, human habituation, and whitebark pine seed crops publication-title: Journal of Wildlife Management – volume: 14 start-page: 105 year: 1999 end-page: 120 article-title: Plant–pest interactions in time and space: a Douglas‐fir bark beetle outbreak as a case study publication-title: Landscape Ecology – year: 2014 – volume: 60 start-page: 1205 year: 2014 end-page: 1212 article-title: Resistance and resilience: a conceptual framework for silviculture publication-title: Forest Science – volume: 72 start-page: 213 issue: 1 year: 1991a end-page: 231 article-title: The response of subalpine forests to spruce beetle outbreak in Colorado publication-title: Ecology – year: 1986 – volume: 90 start-page: 806 year: 2002 end-page: 819 article-title: Influences of fire history and topography on the pattern of a severe wind blowdown in a Colorado subalpine forest publication-title: Journal of Ecology – volume: 52 start-page: 199 year: 1982 end-page: 221 article-title: Fire and landscape diversity in subalpine forests of Yellowstone National Park publication-title: Ecological Monographs – volume: 60 start-page: 602 year: 2010 end-page: 613 article-title: Climate change and bark beetles of the western United States and Canada: direct and indirect effects publication-title: BioScience – volume: 95 start-page: 930 year: 2014a end-page: 939 article-title: Drought induces spruce beetle ( ) outbreaks across northwestern Colorado publication-title: Ecology – volume: 16 start-page: 31 year: 1989 end-page: 37 article-title: An evaluation of errors in tree age estimates based on increment cores in Kahikatea ( ) publication-title: New Zealand Natural Sciences – volume: 113 start-page: 225 year: 1986 end-page: 240 article-title: Age and size structure of subalpine forests in the Colorado Front Range publication-title: Bulletin of the Torrey Botanical Club – volume: 63 start-page: 536 year: 1965 end-page: 542 article-title: Beetle‐killed Engelmann spruce its deterioration in Colorado publication-title: Journal of Forestry – volume: 254 start-page: 16 year: 2008 end-page: 34 article-title: Bark beetles, fuels, fires and implications for forest management in the Intermountain West publication-title: Forest Ecology and Management – start-page: 139 year: 1992 end-page: 153 – volume: 81 start-page: 3178 year: 2000 end-page: 3192 article-title: Classification and regression trees: a powerful yet simple technique for ecological data analysis publication-title: Ecology – volume: 131 year: 1974 – year: 1951 – volume: 6 start-page: 1 issue: 11 year: 2015 end-page: 20 article-title: Interactions among spruce beetle disturbance, climate change and forest dynamics captured by a forest landscape model publication-title: Ecosphere – volume: 82 start-page: 125 year: 1994 end-page: 135 article-title: Disturbance regime and disturbance interactions in a Rocky Mountain subalpine forest publication-title: Journal of Ecology – volume: 58 start-page: 501 year: 2008 end-page: 517 article-title: Cross‐scale drivers of natural disturbances prone to anthropogenic amplification: the dynamics of bark beetle eruptions publication-title: BioScience – year: 1976 – volume: 61 start-page: 19 year: 2001 end-page: 24 article-title: Spruce beetle ( ) outbreak in Engelmann spruce ( ) in central Utah, 1986–1998 publication-title: Western North American Naturalist – volume: 68 start-page: 474 year: 1987 end-page: 477 article-title: Second‐order neighborhood analysis of mapped point patterns publication-title: Ecology – volume: 3 start-page: 57 year: 1980 end-page: 68 article-title: A model for hazard rating lodgepole pine stands for mortality by mountain pine beetle publication-title: Forest Ecology and Management – volume: 334 start-page: 53 year: 2014 end-page: 63 article-title: Are density reduction treatments effective at managing for resistance or resilience to spruce beetle disturbance in the southern Rocky Mountains? publication-title: Forest Ecology and Management – year: 1968 – volume: 308 start-page: 198 year: 2013 end-page: 206 article-title: Effect of increasing temperatures on the distribution of spruce beetle in Engelmann spruce forests of the Interior West, USA publication-title: Forest Ecology and Management – volume: 73 start-page: 79 year: 1995 end-page: 85 article-title: Kill thy neighbour: an individualistic argument for the evolution of flammability publication-title: Oikos – volume: 22 start-page: 65 year: 1990 end-page: 80 article-title: Spruce beetles and fires in the nineteenth‐century subalpine forests of western Colorado, USA publication-title: Arctic and Alpine Research – year: 1954 – year: 1977 – volume: 17 start-page: 439 year: 2015 end-page: 444 article-title: Reducing spruce beetle (Kirby) ( ) emergence for hibernation in central British Columbia by felling infested trees publication-title: Agricultural and Forest Entomology – start-page: 33 year: 2000 end-page: 56 – volume: 60 start-page: 450 year: 2014 end-page: 463 article-title: Cultural practices for prevention and mitigation of mountain pine beetle infestations publication-title: Forest Science – year: 2010 – volume: 89 start-page: 1744 year: 2008 end-page: 1756 article-title: Spatial elements of mortality risk in old‐growth forests publication-title: Ecology – volume: 27 start-page: 71 year: 2000 end-page: 85 article-title: A fire history of a subalpine forest in southeastern Wyoming publication-title: Journal of Biogeography – year: 1984 – volume: 23 start-page: 103 year: 1977 end-page: 110 article-title: A preliminary hazard rating of grand fir stands for mortality by the fir engraver publication-title: Forest Science – volume: 21 start-page: 242 year: 1991b end-page: 254 article-title: Methods of detecting past spruce beetle outbreaks in Rocky Mountain subalpine forests publication-title: Canadian Journal of Forest Research – volume: 36 start-page: 2974 year: 2006 end-page: 2982 article-title: The effect of fires on susceptibility of subalpine forests to a 19th century spruce beetle outbreak in western Colorado publication-title: Canadian Journal of Forest Research – volume: 30 start-page: 1445 year: 2003 end-page: 1456 article-title: Effects of fire and spruce beetle outbreak legacies on the disturbance regime of a subalpine forest in Colorado publication-title: Journal of Biogeography – year: 1970 – volume: 60 start-page: 489 year: 2014 end-page: 501 article-title: Interactions among the mountain pine beetle, fires, and fuels publication-title: Forest Science – volume: 84 start-page: 362 year: 2003 end-page: 371 article-title: Interactions between fire and spruce beetles in a subalpine Rocky Mountain forest landscape publication-title: Ecology – volume: 12 start-page: 597 year: 2001 end-page: 608 article-title: A new method for characterizing point patterns in plant ecology publication-title: Journal of Vegetation Science – volume: 2 start-page: 75 year: 2000 end-page: 122 article-title: Forests and meadows of the Rocky Mountains publication-title: North American Terrestrial Vegetation – volume: 15 start-page: 529 year: 1994 end-page: 542 article-title: A dendrochronological method of studying tree mortality patterns publication-title: Physical Geography – volume: 31 start-page: 839 year: 1985 ident: e_1_2_6_23_1 article-title: Spruce beetles attack slowly growing spruce publication-title: Forest Science – start-page: 139 volume-title: Old‐growth forests in the Southwest and Rocky Mountain regions year: 1992 ident: e_1_2_6_43_1 – volume: 23 start-page: 103 year: 1977 ident: e_1_2_6_46_1 article-title: A preliminary hazard rating of grand fir stands for mortality by the fir engraver publication-title: Forest Science – ident: e_1_2_6_38_1 doi: 10.2307/1934298 – ident: e_1_2_6_13_1 doi: 10.5849/forsci.10-079 – volume: 2 start-page: 75 year: 2000 ident: e_1_2_6_39_1 article-title: Forests and meadows of the Rocky Mountains publication-title: North American Terrestrial Vegetation – ident: e_1_2_6_15_1 doi: 10.1139/x03-256 – volume: 63 start-page: 536 year: 1965 ident: e_1_2_6_26_1 article-title: Beetle‐killed Engelmann spruce its deterioration in Colorado publication-title: Journal of Forestry – volume-title: Net impact of spruce beetle outbreak on White River National Forest, 1939–1951 year: 1951 ident: e_1_2_6_8_1 – ident: e_1_2_6_29_1 doi: 10.5849/forsci.13-017 – volume: 57 start-page: 205 issue: 2 year: 2001 ident: e_1_2_6_22_1 article-title: Evaluating crossdating accuracy: a manual and tutorial for the computer program COFECHA publication-title: Tree‐Ring Research – volume-title: Spruce beetle in the Rockies year: 1977 ident: e_1_2_6_49_1 – ident: e_1_2_6_57_1 doi: 10.2307/2261392 – volume-title: Biology and control of the Engelmann spruce beetle in Colorado year: 1954 ident: e_1_2_6_35_1 – ident: e_1_2_6_58_1 doi: 10.2307/1938916 – ident: e_1_2_6_34_1 doi: 10.1017/CBO9781139194648 – ident: e_1_2_6_19_1 doi: 10.5849/forsci.13-032 – ident: e_1_2_6_24_1 doi: 10.1890/13-0230.1 – ident: e_1_2_6_37_1 doi: 10.2307/3808855 – ident: e_1_2_6_51_1 doi: 10.1111/j.1365-2699.2005.01404.x – ident: e_1_2_6_6_1 doi: 10.2307/3545728 – start-page: 33 volume-title: Forest fragmentation in the southern Rocky Mountains year: 2000 ident: e_1_2_6_56_1 – ident: e_1_2_6_5_1 doi: 10.1525/bio.2010.60.8.6 – ident: e_1_2_6_25_1 doi: 10.1016/j.foreco.2013.12.035 – ident: e_1_2_6_30_1 doi: 10.1046/j.1365-2699.2000.00364.x – volume-title: Dispersal studies with radioactively tagged spruce beetles year: 1970 ident: e_1_2_6_47_1 – ident: e_1_2_6_44_1 doi: 10.2307/1942611 – ident: e_1_2_6_40_1 doi: 10.1023/A:1008017711917 – ident: e_1_2_6_10_1 doi: 10.1890/07-0524.1 – ident: e_1_2_6_3_1 doi: 10.2307/1551721 – ident: e_1_2_6_18_1 – ident: e_1_2_6_2_1 doi: 10.5962/bhl.title.99596 – ident: e_1_2_6_55_1 doi: 10.2307/2996361 – ident: e_1_2_6_28_1 doi: 10.1016/j.foreco.2007.09.045 – volume-title: Classification and regression trees year: 1984 ident: e_1_2_6_7_1 – ident: e_1_2_6_9_1 doi: 10.2307/3236899 – ident: e_1_2_6_14_1 doi: 10.5849/forsci.13-507 – ident: e_1_2_6_59_1 doi: 10.1139/x91-030 – volume: 16 start-page: 31 year: 1989 ident: e_1_2_6_16_1 article-title: An evaluation of errors in tree age estimates based on increment cores in Kahikatea (Dacrycarpus dacrydioides) publication-title: New Zealand Natural Sciences – volume-title: An introduction to tree‐ring dating year: 1968 ident: e_1_2_6_52_1 – ident: e_1_2_6_20_1 doi: 10.1016/j.foreco.2006.10.011 – ident: e_1_2_6_54_1 doi: 10.1890/ES15-00394.1 – ident: e_1_2_6_32_1 doi: 10.1139/x06-182 – ident: e_1_2_6_41_1 – volume-title: Stand ratings for spruce beetles year: 1976 ident: e_1_2_6_48_1 – ident: e_1_2_6_36_1 doi: 10.1080/02723646.1994.10642533 – volume-title: Development of spruce‐fir stands following spruce beetle outbreaks year: 1974 ident: e_1_2_6_50_1 – ident: e_1_2_6_33_1 doi: 10.1046/j.1365-2699.2003.00912.x – volume: 61 start-page: 19 year: 2001 ident: e_1_2_6_17_1 article-title: Spruce beetle (Dendroctonus rufipennis) outbreak in Engelmann spruce (Picea engelmannii) in central Utah, 1986–1998 publication-title: Western North American Naturalist – ident: e_1_2_6_31_1 doi: 10.1046/j.1365-2745.2002.00722.x – ident: e_1_2_6_42_1 doi: 10.1641/B580607 – ident: e_1_2_6_53_1 doi: 10.1016/j.foreco.2014.08.028 – ident: e_1_2_6_11_1 doi: 10.1890/0012-9658(2000)081[3178:CARTAP]2.0.CO;2 – ident: e_1_2_6_45_1 doi: 10.1016/0378-1127(80)90005-5 – ident: e_1_2_6_12_1 doi: 10.1016/j.foreco.2013.07.061 – ident: e_1_2_6_4_1 doi: 10.1890/0012-9658(2003)084[0362:IBFASB]2.0.CO;2 – ident: e_1_2_6_27_1 doi: 10.1111/afe.12130 – ident: e_1_2_6_21_1 doi: 10.2307/1938452 |
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| SubjectTerms | 21st century Abies lasiocarpa Dendroctonus rufipennis disturbance interactions Epidemics Forest & brush fires Forest fires Forests linked disturbances Neighborhoods Outbreaks Picea engelmannii subalpine forests Trees Wildfires |
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| Title | The relative importance of tree and stand properties in susceptibility to spruce beetle outbreak in the mid‐20th century |
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