Effects of bark beetle attacks on forest snowpack and avalanche formation – Implications for protection forest management

•Snow penetration resistance was measured repeatedly below bark beetle killed trees.•Variability in snow stratigraphy was quantified with a new layer matching algorithm.•Spatial variability in snow stratigraphy is driven by percentage of canopy cover.•Leaving dead trees in protection forests contrib...

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Published inForest ecology and management Vol. 438; pp. 186 - 203
Main Authors Teich, Michaela, Giunta, Andrew D., Hagenmuller, Pascal, Bebi, Peter, Schneebeli, Martin, Jenkins, Michael J.
Format Journal Article
LanguageEnglish
Published Elsevier B.V 15.04.2019
Elsevier
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ISSN0378-1127
1872-7042
DOI10.1016/j.foreco.2019.01.052

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Abstract •Snow penetration resistance was measured repeatedly below bark beetle killed trees.•Variability in snow stratigraphy was quantified with a new layer matching algorithm.•Spatial variability in snow stratigraphy is driven by percentage of canopy cover.•Leaving dead trees in protection forests contributes to avalanche protection.•Salvage logging can result in snow stratigraphy more prone to avalanche release. Healthy, dense forests growing in avalanche terrain reduce the likelihood of slab avalanche release by inhibiting the formation of continuous snow layers and weaknesses in the snowpack. Driven by climate change, trends towards more frequent and severe bark beetle disturbances have already resulted in the death of millions of hectares of forest in North America and central Europe, affecting snowpack in mountain forests and potentially reducing their protective capacity against avalanches. We examined the spatial variability in snow stratigraphy, i.e., the characteristic layering of the snowpack, by repeatedly measuring vertical profiles of snow penetration resistance with a digital snow micro penetrometer (SMP) along 10- and 20-m transects in a spruce beetle-infested Engelmann spruce forest in Utah, USA. Three study plots were selected characterizing different stages within a spruce beetle outbreak cycle: non-infested/green, infested > 3 years ago/gray stage, and salvage-logged. A fourth plot was installed in a non-forested meadow as the control. Based on our SMP measurements and a layer matching algorithm, we quantified the spatial variability in snow stratigraphy, and tested which forest, snow and/or meteorological conditions influenced differences between our plots using linear mixed effects models. Our results showed that spatial variability in snow stratigraphy was best explained by the percentage of canopy covering a transect (R2 = 0.71, p < 0.001), and that only 14% of the variance was explained by the stage within the outbreak cycle. That is, differences between green and gray stage stands did not depend much on the reduction in needle mass, but spatial variability in snow stratigraphy increased significantly with increasing forest canopy cover. At both study plots, a more heterogeneous snow stratigraphy developed, which translates to disrupted and discontinuous snow layers and, therefore, reduced avalanche formation. We attribute this to the effect that small fine branches and twigs still present in the canopy of gray stage trees have on snow interception and unloading, and especially on canopy drip. In contrast, salvage logging that reduced the canopy cover to ∼25%, led to a spatially less variable and similar snow stratigraphy as observed in the meadow. At these two study plots, a homogeneous snow stratigraphy consisting of distinct vertical and continuous slope-parallel soft and hard snow layers including weak layers had formed, a condition which is generally more prone to avalanche release. Our findings therefore emphasize advantages of leaving dead trees in place, especially in protection forests where bark beetle populations have reached epidemic levels.
AbstractList Healthy, dense forests growing in avalanche terrain reduce the likelihood of slab avalanche release by inhibiting the formation of continuous snow layers and weaknesses in the snowpack. Driven by climate change, trends towards more frequent and severe bark beetle disturbances have already resulted in the death of millions of hectares of forest in North America and central Europe, affecting snowpack in mountain forests and potentially reducing their protective capacity against avalanches. We examined the spatial variability in snow stratigraphy, i.e., the characteristic layering of the snowpack, by repeatedly measuring vertical profiles of snow penetration resistance with a digital snow micro penetrometer (SMP) along 10- and 20-m transects in a spruce beetle-infested Engelmann spruce forest in Utah, USA. Three study plots were selected characterizing different stages within a spruce beetle outbreak cycle: non-infested/green, infested > 3 years ago/gray stage, and salvage-logged. A fourth plot was installed in a non-forested meadow as the control. Based on our SMP measurements and a layer matching algorithm, we quantified the spatial variability in snow stratigraphy, and tested which forest, snow and/or meteorological conditions influenced differences between our plots using linear mixed effects models. Our results showed that spatial variability in snow stratigraphy was best explained by the percentage of canopy covering a transect (R2 = 0.71, p < 0.001), and that only 14% of the variance was explained by the stage within the outbreak cycle. That is, differences between green and gray stage stands did not depend much on the reduction in needle mass, but spatial variability in snow stratigraphy increased significantly with increasing forest canopy cover. At both study plots, a more heterogeneous snow stratigraphy developed, which translates to disrupted and discontinuous snow layers and, therefore, reduced avalanche formation. We attribute this to the effect that small fine branches and twigs still present in the canopy of gray stage trees have on snow interception and unloading, and especially on canopy drip. In contrast, salvage logging that reduced the canopy cover to ∼25%, led to a spatially less variable and similar snow stratigraphy as observed in the meadow. At these two study plots, a homogeneous snow stratigraphy consisting of distinct vertical and continuous slope-parallel soft and hard snow layers including weak layers had formed, a condition which is generally more prone to avalanche release. Our findings therefore emphasize advantages of leaving dead trees in place, especially in protection forests where bark beetle populations have reached epidemic levels.
•Snow penetration resistance was measured repeatedly below bark beetle killed trees.•Variability in snow stratigraphy was quantified with a new layer matching algorithm.•Spatial variability in snow stratigraphy is driven by percentage of canopy cover.•Leaving dead trees in protection forests contributes to avalanche protection.•Salvage logging can result in snow stratigraphy more prone to avalanche release. Healthy, dense forests growing in avalanche terrain reduce the likelihood of slab avalanche release by inhibiting the formation of continuous snow layers and weaknesses in the snowpack. Driven by climate change, trends towards more frequent and severe bark beetle disturbances have already resulted in the death of millions of hectares of forest in North America and central Europe, affecting snowpack in mountain forests and potentially reducing their protective capacity against avalanches. We examined the spatial variability in snow stratigraphy, i.e., the characteristic layering of the snowpack, by repeatedly measuring vertical profiles of snow penetration resistance with a digital snow micro penetrometer (SMP) along 10- and 20-m transects in a spruce beetle-infested Engelmann spruce forest in Utah, USA. Three study plots were selected characterizing different stages within a spruce beetle outbreak cycle: non-infested/green, infested > 3 years ago/gray stage, and salvage-logged. A fourth plot was installed in a non-forested meadow as the control. Based on our SMP measurements and a layer matching algorithm, we quantified the spatial variability in snow stratigraphy, and tested which forest, snow and/or meteorological conditions influenced differences between our plots using linear mixed effects models. Our results showed that spatial variability in snow stratigraphy was best explained by the percentage of canopy covering a transect (R2 = 0.71, p < 0.001), and that only 14% of the variance was explained by the stage within the outbreak cycle. That is, differences between green and gray stage stands did not depend much on the reduction in needle mass, but spatial variability in snow stratigraphy increased significantly with increasing forest canopy cover. At both study plots, a more heterogeneous snow stratigraphy developed, which translates to disrupted and discontinuous snow layers and, therefore, reduced avalanche formation. We attribute this to the effect that small fine branches and twigs still present in the canopy of gray stage trees have on snow interception and unloading, and especially on canopy drip. In contrast, salvage logging that reduced the canopy cover to ∼25%, led to a spatially less variable and similar snow stratigraphy as observed in the meadow. At these two study plots, a homogeneous snow stratigraphy consisting of distinct vertical and continuous slope-parallel soft and hard snow layers including weak layers had formed, a condition which is generally more prone to avalanche release. Our findings therefore emphasize advantages of leaving dead trees in place, especially in protection forests where bark beetle populations have reached epidemic levels.
Author Jenkins, Michael J.
Schneebeli, Martin
Teich, Michaela
Giunta, Andrew D.
Hagenmuller, Pascal
Bebi, Peter
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  givenname: Peter
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Cites_doi 10.7717/peerj.4794
10.1111/j.1365-2486.2008.01742.x
10.1659/0276-4741(2000)020[0180:PFASS]2.0.CO;2
10.1175/JCLI-D-11-00084.1
10.1002/(SICI)1099-1085(199910)13:14/15<2345::AID-HYP873>3.0.CO;2-N
10.1002/eco.239
10.1016/j.patcog.2010.09.013
10.1016/j.foreco.2006.10.011
10.2307/1938916
10.1002/hyp.7648
10.1093/biomet/76.2.297
10.1890/110173
10.1016/j.foreco.2012.07.027
10.1016/j.foreco.2012.02.036
10.1002/sim.1572
10.1002/eco.1342
10.3390/f5010021
10.2166/nh.2013.097
10.1016/j.foreco.2011.11.025
10.1016/j.foreco.2005.03.062
10.2307/1551534
10.1007/s10113-008-0068-2
10.1002/(SICI)1099-1085(199808/09)12:10/11<1611::AID-HYP684>3.0.CO;2-4
10.1016/j.foreco.2014.01.022
10.1029/2009JF001269
10.5194/nhess-14-2921-2014
10.5849/forsci.13-050
10.1525/bio.2010.60.8.6
10.3389/feart.2016.00052
10.3390/f5010088
10.1016/j.foreco.2007.09.045
10.1016/j.foreco.2016.10.028
10.1002/(SICI)1099-1085(199901)13:1<49::AID-HYP700>3.0.CO;2-L
10.1016/S0378-1127(00)00578-8
10.1890/09-0655.1
10.2980/16-1-3160
10.1111/j.1523-1739.2006.00497.x
10.1016/j.biocon.2008.03.013
10.1016/S0165-232X(99)00013-0
10.1191/0959683603hl600rp
10.3189/172756401781819391
10.1002/hyp.9574
10.1641/B580607
10.3375/043.033.0107
10.17221/2155-JFS
10.1016/S0165-232X(03)00079-X
10.1007/BF00665743
10.1016/j.foreco.2016.07.037
10.1111/j.2041-210x.2012.00261.x
10.1016/j.coldregions.2012.06.007
10.1146/annurev.en.24.010179.002221
10.1016/S0378-1127(00)00581-8
10.3189/1998AoG26-1-107-111
10.1002/2015JF003700
10.1016/j.foreco.2004.02.057
10.3189/172756404781815112
10.1603/022.038.0202
10.1016/j.foreco.2007.05.020
10.3398/1527-0904(2007)67[452:TIOFTT]2.0.CO;2
10.1657/1523-0430(06-046)[SHAW]2.0.CO;2
10.1002/eco.1329
10.1016/j.foreco.2013.06.003
10.3189/172756404781815257
10.1007/s10531-008-9409-1
10.1002/hyp.7246
10.1007/s10342-017-1031-x
10.1139/x90-165
10.5558/tfc79247-2
10.1002/2016WR018954
10.1002/hyp.9312
10.1016/j.forpol.2011.10.002
10.1016/j.foreco.2009.01.050
10.1038/nclimate2318
10.18637/jss.v067.i01
10.1029/2002RG000123
10.1093/forestry/cpv054
10.5194/tc-6-1141-2012
10.1016/j.foreco.2014.08.028
10.1016/j.coldregions.2009.06.005
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Keywords Bark beetle
Protection forest
Avalanche formation
Snow micro penetrometer
Snow stratigraphy
SMP
Language English
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References Bebi, Seidl, Motta, Fuhr, Firm, Krumm, Conedera, Ginzler, Wohlgemuth, Kulakowski (b0045) 2017; 388
Faccoli, Bernardinelli (b0125) 2014; 5
Lindenmayer, Noss (b0260) 2006; 20
Brang (b0075) 2001; 145
Hagenmuller, Pilloix (b0175) 2016; 4
Black, Kulakowski, Noon, DellaSala (b0065) 2013; 33
Zingg, T., 1958. Beitrag zur Untersuchung der Schneedecke im Walde am Beispiel Laret-Davos, Interner Bericht Nr. 289. Eidg. Institut für Schnee- und Lawinenforschung, Weissfluhjoch-Davos.
Wohlgemuth, Schwitter, Bebi, Sutter, Brang (b0490) 2017; 136
Imbeck (b0200) 1983; 134
Veblen, Hadley, Reid, Rebertus (b0475) 1991; 72
Jenkins, Hebertson, Munson (b0210) 2014; 5
Jenkins, Page, Hebertson, Alexander (b0220) 2012; 275
Perrot, Molotch, Musselman, Pugh (b0320) 2014; 7
Johnson, Schneebeli (b0225) 1999; 30
Ott, Frehner, Frey, Lüscher (b0310) 1997
.
Schweizer, Jamieson, Schneebeli (b0410) 2003; 41
Hurvich, Tsai (b0195) 1989; 76
R Core Team, 2018. R: A language and environment for statistical computing. Vienna, Austria.
Stadelmann, Bugmann, Wermelinger, Bigler (b0440) 2014; 318
Nakagawa, Schielzeth (b0300) 2013; 4
Gubler, H., Rychetnik, J., 1991. Effects of forests near the timberline on avalanche formation. In: Bergmann, H. et al. (Ed.), Snow, Hydrology and Forests in High Alpine Areas, Proceedings of the Vienna Symposium, August 1991, IAHS Publications 205. Vienna, Austria, pp. 19–37.
Schneebeli, M., Meyer-Grass, M., 1993. Avalanche starting zones below the timber line—structure of forest, in: Proceedings of the International Snow Science Workshop, 4-8 October 1992. Breckenridge, CO, pp. 176–181.
Pinzer, Schneebeli, Kaempfer (b0345) 2012; 6
Kupferschmid Albisetti, Brang, Schönenberger, Bugmann (b0255) 2003; 79
Harrison, Donaldson, Correa-Cano, Evans, Fisher, Goodwin, Robinson, Hodgson, Inger (b0180) 2018; 6
Jorgensen, Jenkins (b0240) 2011; 57
Marshall, Johnson (b0270) 2009; 114
Olschewski, Bebi, Teich, Wissen Hayek, Grêt-Regamey (b0305) 2012; 15
Bachofen, Zingg (b0015) 2001; 145
Bače, Svoboda, Pouska, Janda, Červenka (b0010) 2012; 266
Imbeck, Ott (b0205) 1987; 42
Jonášová, Prach (b0230) 2008; 141
Fiebiger, G., 1978. Ursachen von Waldlawinen im Bereich der nordöstlichen Randalpen und ihre Behandlung durch forsttechnische Massnahmen. Dissertation, Universität für Bodenkultur Wien.
Reuter, Richter, Schweizer (b0375) 2016; 121
Akaike, H., 1973. Information Theory and an Extension of the Maximum Likelihood Principle. In: Petrov, B.N., Csaki, F. (Eds.), Second International Symposium on Information Theory. Akademiai Kaido, Budapest, pp. 267–281.
Pugh, Small (b0360) 2013; 44
Raffa, Aukema, Bentz, Carroll, Hicke, Turner, Romme (b0370) 2008; 58
Coulson (b0100) 1979; 24
Barton, K., 2018. MuMIn: Multi-Model Inference, R package version 1.40.4.
Jönsson, Appelberg, Harding, Bärring (b0235) 2009; 15
Schneebeli, Bebi (b0390) 2004
Seidl, Schelhaas, Rammer, Verkerk (b0425) 2014; 4
Dorren, Berger, Imeson, Maier, Rey (b0110) 2004; 195
Brang, Schönenberger, Frehner, Schwitter, Thormann, Wasser (b0080) 2006; 80
Hebertson, Jenkins (b0185) 2007; 67
Jenkins, Hebertson, Page, Jorgensen (b0215) 2008; 254
Temperli, Hart, Veblen, Kulakowski, Hicks, Andrus (b0470) 2014; 334
Fierz, C., Armstrong, R.L., Durand, Y., Etchevers, P., Greene, E., McClung, D.M., Nishimura, K., Satyawali, P.K., Sokratov, S.A., 2009. The international classification for seasonal snow on the ground. Vol. 25. Paris: UNESCO/IHP.
Bentz, Duncan, Powell (b0050) 2016; 89
Biederman, Brooks, Harpold, Gochis, Gutmann, Reed, Pendall, Ewers (b0060) 2014; 7
Teich, M., Techel, F., Caviezel, P., Bebi, P., 2013. Forecasting forest avalanches : A review of winter 2011/12. In: Proceedings of the International Snow Science Workshop, 7-11 October 2013. Grenoble – Chamonix Mont-Blanc, France, pp. 324–330.
Bründl, Schneebeli, Flühler (b0090) 1999; 13
Schweizer, Schneebeli, Fierz, Föhn (b0415) 1995; 16
Boon (b0070) 2009; 23
Edburg, Hicke, Brooks, Pendall, Ewers, Norton, Gochis, Gutmann, Meddens (b0115) 2012; 10
Brown, J.K., 1974. Handbook for Inventorying Downed Woody Material, USDA For. Serv. Gen. Tech. Rep. INT-16. U.S. Department of Agriculture, Forest Service, Intermountain Forest and Range Experiment Station, Ogden, UT.
Fettig, Klepzig, Billings, Munson, Nebeker, Negrón, Nowak (b0135) 2007; 238
Kronholm, Schneebeli, Schweizer (b0245) 2004; 38
Seidl, Schelhaas, Lindner, Lexer (b0420) 2009; 9
Page, Jenkins, Runyon (b0315) 2014; 60
Müller, Bußler, Goßner, Rettelbach, Duelli (b0290) 2008; 17
Fox, Weisberg (b0150) 2011
Sturm, Benson (b0450) 2004; 38
Zuur, Ieno, Walker, Saveliev, Smith (b0505) 2009
Winkler, Boon, Zimonick, Spittlehouse (b0485) 2014; 28
Winkler, Boon, Zimonick, Baleshta (b0480) 2010; 24
Pielmeier, Marshall (b0335) 2009; 59
Logan, Macfarlane, Willcox (b0265) 2010; 20
Teich, Marty, Gollut, Grêt-Regamey, Bebi (b0455) 2012; 83–84
Shaw, Long (b0430) 2007; 39
Schmid, J.M., Frye, R.H., 1977. Spruce Beetle in the Rockies, USDA Forest Service General Technical Report. U.S. Department of Agriculture, Fort Collins, CO.
Xu (b0495) 2003; 22
Schneebeli, Johnson (b0395) 1998; 26
Pugh, Small (b0355) 2012; 5
Pielmeier, Schneebeli (b0340) 2003; 37
Feistl, Bebi, Dreier, Hanewinkel, Bartelt (b0130) 2014; 14
Pfister, Schneebeli (b0330) 1999; 13
Schönenberger, Noack, Thee (b0405) 2005; 213
Hedstrom, Pomeroy (b0190) 1998; 12
Motta, Haudemand (b0285) 2000; 20
Frey, Thee (b0155) 2002; 77
Gillies, Wang, Booth (b0160) 2012; 25
Grodzki (b0165) 2008; 53
Sturm (b0445) 1992; 24
Bentz, Régnière, Fettig, Hansen, Hayes, Hicke, Kelsey, Negrón, Seybold (b0055) 2010; 60
Bebi, Kulakowski, Rixen (b0040) 2009; 257
Pugh, Gordon (b0350) 2013; 27
Schmidt, Pomeroy (b0385) 1990; 20
Stadelmann, Bugmann, Meier, Wermelinger, Bigler (b0435) 2013; 305
Teich, M., Schneebeli, M., Bebi, P., Giunta, A.D., Gray, C.A., Jenkins, M.J., 2016. Effects of bark beetle attacks on snowpack and snow avalanche hazard. In: Proceedings of the International Snow Science Workshop, 3-7 October 2016. Breckenridge, CO, pp. 975–983.
DeRose, Long (b0105) 2009; 16
Faccoli (b0120) 2009; 38
McClung (b0275) 2001; 32
Molotch, Barnard, Burns, Painter (b0280) 2016; 52
Munroe (b0295) 2003; 13
Kulakowski, Seidl, Holeksa, Kuuluvainen, Nagel, Panayotov, Svoboda, Thorn, Vacchiano, Whitlock, Wohlgemuth, Bebi (b0250) 2017; 388
Baier, Pennerstorfer, Schopf (b0025) 2007; 249
Collins, Rhoades, Battaglia, Hubbard (b0095) 2012; 284
Bates, Mächler, Bolker, Walker (b0035) 2015; 67
BAFU, 2008. Sturmschaden-Handbuch. Vollzugshilfe für die Bewältigung von Sturmschadenereignissen von nationaler Bedeutung im Wald. Umwelt-Vollzug Nr. 0801., 3. überarb. ed. Bundesamt für Umwelt, Bern.
Petitjean, Ketterlin, Gançarski (b0325) 2011; 44
Frey (10.1016/j.foreco.2019.01.052_b0155) 2002; 77
Winkler (10.1016/j.foreco.2019.01.052_b0480) 2010; 24
Edburg (10.1016/j.foreco.2019.01.052_b0115) 2012; 10
10.1016/j.foreco.2019.01.052_b0030
Hurvich (10.1016/j.foreco.2019.01.052_b0195) 1989; 76
Feistl (10.1016/j.foreco.2019.01.052_b0130) 2014; 14
Raffa (10.1016/j.foreco.2019.01.052_b0370) 2008; 58
Motta (10.1016/j.foreco.2019.01.052_b0285) 2000; 20
Imbeck (10.1016/j.foreco.2019.01.052_b0205) 1987; 42
Müller (10.1016/j.foreco.2019.01.052_b0290) 2008; 17
Jönsson (10.1016/j.foreco.2019.01.052_b0235) 2009; 15
Seidl (10.1016/j.foreco.2019.01.052_b0425) 2014; 4
Pugh (10.1016/j.foreco.2019.01.052_b0355) 2012; 5
Bebi (10.1016/j.foreco.2019.01.052_b0045) 2017; 388
Winkler (10.1016/j.foreco.2019.01.052_b0485) 2014; 28
Jonášová (10.1016/j.foreco.2019.01.052_b0230) 2008; 141
Bentz (10.1016/j.foreco.2019.01.052_b0055) 2010; 60
Munroe (10.1016/j.foreco.2019.01.052_b0295) 2003; 13
Kulakowski (10.1016/j.foreco.2019.01.052_b0250) 2017; 388
Page (10.1016/j.foreco.2019.01.052_b0315) 2014; 60
Kupferschmid Albisetti (10.1016/j.foreco.2019.01.052_b0255) 2003; 79
10.1016/j.foreco.2019.01.052_b0170
Jenkins (10.1016/j.foreco.2019.01.052_b0220) 2012; 275
Lindenmayer (10.1016/j.foreco.2019.01.052_b0260) 2006; 20
Sturm (10.1016/j.foreco.2019.01.052_b0450) 2004; 38
Bentz (10.1016/j.foreco.2019.01.052_b0050) 2016; 89
Schneebeli (10.1016/j.foreco.2019.01.052_b0395) 1998; 26
Perrot (10.1016/j.foreco.2019.01.052_b0320) 2014; 7
Pugh (10.1016/j.foreco.2019.01.052_b0360) 2013; 44
Harrison (10.1016/j.foreco.2019.01.052_b0180) 2018; 6
Schmidt (10.1016/j.foreco.2019.01.052_b0385) 1990; 20
Seidl (10.1016/j.foreco.2019.01.052_b0420) 2009; 9
Reuter (10.1016/j.foreco.2019.01.052_b0375) 2016; 121
Marshall (10.1016/j.foreco.2019.01.052_b0270) 2009; 114
Hedstrom (10.1016/j.foreco.2019.01.052_b0190) 1998; 12
Veblen (10.1016/j.foreco.2019.01.052_b0475) 1991; 72
10.1016/j.foreco.2019.01.052_b0460
Coulson (10.1016/j.foreco.2019.01.052_b0100) 1979; 24
Wohlgemuth (10.1016/j.foreco.2019.01.052_b0490) 2017; 136
10.1016/j.foreco.2019.01.052_b0465
Fox (10.1016/j.foreco.2019.01.052_b0150) 2011
Brang (10.1016/j.foreco.2019.01.052_b0075) 2001; 145
Logan (10.1016/j.foreco.2019.01.052_b0265) 2010; 20
10.1016/j.foreco.2019.01.052_b0500
Hagenmuller (10.1016/j.foreco.2019.01.052_b0175) 2016; 4
Pfister (10.1016/j.foreco.2019.01.052_b0330) 1999; 13
Shaw (10.1016/j.foreco.2019.01.052_b0430) 2007; 39
Schweizer (10.1016/j.foreco.2019.01.052_b0415) 1995; 16
Brang (10.1016/j.foreco.2019.01.052_b0080) 2006; 80
Johnson (10.1016/j.foreco.2019.01.052_b0225) 1999; 30
Schönenberger (10.1016/j.foreco.2019.01.052_b0405) 2005; 213
Kronholm (10.1016/j.foreco.2019.01.052_b0245) 2004; 38
Imbeck (10.1016/j.foreco.2019.01.052_b0200) 1983; 134
Bače (10.1016/j.foreco.2019.01.052_b0010) 2012; 266
Schneebeli (10.1016/j.foreco.2019.01.052_b0390) 2004
Bachofen (10.1016/j.foreco.2019.01.052_b0015) 2001; 145
Gillies (10.1016/j.foreco.2019.01.052_b0160) 2012; 25
Pugh (10.1016/j.foreco.2019.01.052_b0350) 2013; 27
10.1016/j.foreco.2019.01.052_b0085
Pielmeier (10.1016/j.foreco.2019.01.052_b0335) 2009; 59
Teich (10.1016/j.foreco.2019.01.052_b0455) 2012; 83–84
10.1016/j.foreco.2019.01.052_b0365
Boon (10.1016/j.foreco.2019.01.052_b0070) 2009; 23
10.1016/j.foreco.2019.01.052_b0400
Baier (10.1016/j.foreco.2019.01.052_b0025) 2007; 249
10.1016/j.foreco.2019.01.052_b0005
Zuur (10.1016/j.foreco.2019.01.052_b0505) 2009
Dorren (10.1016/j.foreco.2019.01.052_b0110) 2004; 195
Faccoli (10.1016/j.foreco.2019.01.052_b0120) 2009; 38
Jenkins (10.1016/j.foreco.2019.01.052_b0210) 2014; 5
Temperli (10.1016/j.foreco.2019.01.052_b0470) 2014; 334
Molotch (10.1016/j.foreco.2019.01.052_b0280) 2016; 52
Olschewski (10.1016/j.foreco.2019.01.052_b0305) 2012; 15
Bebi (10.1016/j.foreco.2019.01.052_b0040) 2009; 257
Fettig (10.1016/j.foreco.2019.01.052_b0135) 2007; 238
Bründl (10.1016/j.foreco.2019.01.052_b0090) 1999; 13
Hebertson (10.1016/j.foreco.2019.01.052_b0185) 2007; 67
Petitjean (10.1016/j.foreco.2019.01.052_b0325) 2011; 44
Stadelmann (10.1016/j.foreco.2019.01.052_b0435) 2013; 305
Schweizer (10.1016/j.foreco.2019.01.052_b0410) 2003; 41
Jenkins (10.1016/j.foreco.2019.01.052_b0215) 2008; 254
Nakagawa (10.1016/j.foreco.2019.01.052_b0300) 2013; 4
10.1016/j.foreco.2019.01.052_b0380
10.1016/j.foreco.2019.01.052_b0020
10.1016/j.foreco.2019.01.052_b0140
Black (10.1016/j.foreco.2019.01.052_b0065) 2013; 33
10.1016/j.foreco.2019.01.052_b0145
Stadelmann (10.1016/j.foreco.2019.01.052_b0440) 2014; 318
DeRose (10.1016/j.foreco.2019.01.052_b0105) 2009; 16
Collins (10.1016/j.foreco.2019.01.052_b0095) 2012; 284
Xu (10.1016/j.foreco.2019.01.052_b0495) 2003; 22
Bates (10.1016/j.foreco.2019.01.052_b0035) 2015; 67
Biederman (10.1016/j.foreco.2019.01.052_b0060) 2014; 7
Grodzki (10.1016/j.foreco.2019.01.052_b0165) 2008; 53
Jorgensen (10.1016/j.foreco.2019.01.052_b0240) 2011; 57
Ott (10.1016/j.foreco.2019.01.052_b0310) 1997
Pielmeier (10.1016/j.foreco.2019.01.052_b0340) 2003; 37
Faccoli (10.1016/j.foreco.2019.01.052_b0125) 2014; 5
Pinzer (10.1016/j.foreco.2019.01.052_b0345) 2012; 6
Sturm (10.1016/j.foreco.2019.01.052_b0445) 1992; 24
McClung (10.1016/j.foreco.2019.01.052_b0275) 2001; 32
References_xml – volume: 23
  start-page: 2600
  year: 2009
  end-page: 2610
  ident: b0070
  article-title: Snow ablation energy balance in a dead forest stand
  publication-title: Hydrol. Process.
– volume: 4
  start-page: 133
  year: 2013
  end-page: 142
  ident: b0300
  article-title: A general and simple method for obtaining R 2 from generalized linear mixed-effects models
  publication-title: Methods Ecol. Evol.
– volume: 20
  start-page: 895
  year: 2010
  end-page: 902
  ident: b0265
  article-title: Whitebark pine vulnerability to climate-driven mountain pine beetle disturbance in the Greater Yellowstone Ecosystem
  publication-title: Ecol. Appl.
– volume: 5
  start-page: 21
  year: 2014
  end-page: 71
  ident: b0210
  article-title: Spruce Beetle Biology, Ecology and Management in the Rocky Mountains: An Addendum to Spruce Beetle in the Rockies
  publication-title: Forests
– volume: 89
  start-page: 271
  year: 2016
  end-page: 283
  ident: b0050
  article-title: Elevational shifts in thermal suitability for mountain pine beetle population growth in a changing climate
  publication-title: Forestry
– volume: 80
  start-page: 23
  year: 2006
  end-page: 44
  ident: b0080
  article-title: Management of protection forests in the European Alps: An overview
  publication-title: For. Snow Landsc. Res.
– volume: 134
  start-page: 925
  year: 1983
  end-page: 928
  ident: b0200
  article-title: Schneeuntersuchungen in subalpinen Fichtenwäldern
  publication-title: Schweizerische Zeitschrift für Forstwes.
– volume: 32
  start-page: 223
  year: 2001
  end-page: 229
  ident: b0275
  article-title: Characteristics of terrain, snow supply and forest cover for avalanche initiation caused by logging
  publication-title: Ann. Glaciol.
– volume: 38
  start-page: 202
  year: 2004
  end-page: 208
  ident: b0245
  article-title: Spatial variability of micropenetration resistance in snow layers on a small slope
  publication-title: Ann. Glaciol.
– volume: 24
  start-page: 803
  year: 2010
  end-page: 812
  ident: b0480
  article-title: Assessing the effects of post-pine beetle forest litter on snow albedo
  publication-title: Hydrol. Process.
– volume: 67
  start-page: 1
  year: 2015
  end-page: 48
  ident: b0035
  article-title: Fitting Linear Mixed-Effects Models Using lme4
  publication-title: J. Stat. Softw.
– volume: 145
  start-page: 137
  year: 2001
  end-page: 149
  ident: b0015
  article-title: Effectiveness of structure improvement thinning on stand structure in subalpine Norway spruce (Picea abies (L.) Karst.) stands
  publication-title: For. Ecol. Manage.
– volume: 25
  start-page: 4679
  year: 2012
  end-page: 4698
  ident: b0160
  article-title: Observational and Synoptic Analyses of the Winter Precipitation Regime Change over Utah
  publication-title: J. Clim.
– volume: 60
  start-page: 691
  year: 2014
  end-page: 702
  ident: b0315
  article-title: Spruce Beetle-Induced Changes to Engelmann Spruce Foliage Flammability
  publication-title: For. Sci.
– volume: 22
  start-page: 3527
  year: 2003
  end-page: 3541
  ident: b0495
  article-title: Measuring explained variation in linear mixed effects models
  publication-title: Stat. Med.
– volume: 6
  start-page: e4794
  year: 2018
  ident: b0180
  article-title: A brief introduction to mixed effects modelling and multi-model inference in ecology
  publication-title: PeerJ
– volume: 26
  start-page: 107
  year: 1998
  end-page: 111
  ident: b0395
  article-title: A constant-speed penetrometer for high-resolution snow stratigraphy
  publication-title: Ann. Glaciol.
– reference: Schneebeli, M., Meyer-Grass, M., 1993. Avalanche starting zones below the timber line—structure of forest, in: Proceedings of the International Snow Science Workshop, 4-8 October 1992. Breckenridge, CO, pp. 176–181.
– volume: 76
  start-page: 297
  year: 1989
  end-page: 307
  ident: b0195
  article-title: Regression and time series model selection in small samples
  publication-title: Biometrika
– reference: Barton, K., 2018. MuMIn: Multi-Model Inference, R package version 1.40.4. <
– volume: 318
  start-page: 167
  year: 2014
  end-page: 174
  ident: b0440
  article-title: Spatial interactions between storm damage and subsequent infestations by the European spruce bark beetle
  publication-title: For. Ecol. Manage.
– reference: Fierz, C., Armstrong, R.L., Durand, Y., Etchevers, P., Greene, E., McClung, D.M., Nishimura, K., Satyawali, P.K., Sokratov, S.A., 2009. The international classification for seasonal snow on the ground. Vol. 25. Paris: UNESCO/IHP.
– volume: 141
  start-page: 1525
  year: 2008
  end-page: 1535
  ident: b0230
  article-title: The influence of bark beetles outbreak vs. salvage logging on ground layer vegetation in Central European mountain spruce forests
  publication-title: Biol. Conserv.
– volume: 5
  start-page: 467
  year: 2012
  end-page: 477
  ident: b0355
  article-title: The impact of pine beetle infestation on snow accumulation and melt in the headwaters of the Colorado River
  publication-title: Ecohydrology
– volume: 33
  start-page: 59
  year: 2013
  end-page: 65
  ident: b0065
  article-title: Do Bark Beetle Outbreaks Increase Wildfire Risks in the Central U.S. Rocky Mountains? Implications from Recent Research
  publication-title: Nat. Areas J.
– volume: 77
  start-page: 89
  year: 2002
  end-page: 107
  ident: b0155
  article-title: Avalanche protection of windthrow areas: A ten year comparison of cleared and uncleared starting zones
  publication-title: For. Snow Landsc. Res.
– volume: 58
  start-page: 501
  year: 2008
  end-page: 517
  ident: b0370
  article-title: Cross-scale drivers of natural disturbances prone to anthropogenic amplification: the dynamics of bark beetle eruptions
  publication-title: Bioscience
– volume: 114
  start-page: F04016
  year: 2009
  ident: b0270
  article-title: Accurate inversion of high-resolution snow penetrometer signals for microstructural and micromechanical properties
  publication-title: J. Geophys. Res.
– volume: 13
  start-page: 2345
  year: 1999
  end-page: 2355
  ident: b0330
  article-title: Snow accumulation on boards of different sizes and shapes
  publication-title: Hydrol. Process.
– volume: 284
  start-page: 260
  year: 2012
  end-page: 268
  ident: b0095
  article-title: The effects of bark beetle outbreaks on forest development, fuel loads and potential fire behavior in salvage logged and untreated lodgepole pine forests
  publication-title: For. Ecol. Manage.
– volume: 20
  start-page: 180
  year: 2000
  end-page: 187
  ident: b0285
  article-title: Protective Forests and Silvicultural Stability
  publication-title: Mt. Res. Dev.
– volume: 305
  start-page: 273
  year: 2013
  end-page: 281
  ident: b0435
  article-title: Effects of salvage logging and sanitation felling on bark beetle (Ips typographus L.) infestations
  publication-title: For. Ecol. Manage.
– volume: 72
  start-page: 213
  year: 1991
  end-page: 231
  ident: b0475
  article-title: The Response of Subalpine Forests to Spruce Beetle Outbreak in Colorado
  publication-title: Ecology
– reference: Fiebiger, G., 1978. Ursachen von Waldlawinen im Bereich der nordöstlichen Randalpen und ihre Behandlung durch forsttechnische Massnahmen. Dissertation, Universität für Bodenkultur Wien.
– volume: 7
  start-page: 150
  year: 2014
  end-page: 162
  ident: b0060
  article-title: Multiscale observations of snow accumulation and peak snowpack following widespread, insect-induced lodgepole pine mortality
  publication-title: Ecohydrology
– volume: 20
  start-page: 1251
  year: 1990
  end-page: 1253
  ident: b0385
  article-title: Bending of a conifer branch at subfreezing temperatures: implications for snow interception
  publication-title: Can. J. For. Res.
– volume: 83–84
  start-page: 77
  year: 2012
  end-page: 88
  ident: b0455
  article-title: Snow and weather conditions associated with avalanche releases in forests: Rare situations with decreasing trends during the last 41years
  publication-title: Cold Reg. Sci. Technol.
– reference: Zingg, T., 1958. Beitrag zur Untersuchung der Schneedecke im Walde am Beispiel Laret-Davos, Interner Bericht Nr. 289. Eidg. Institut für Schnee- und Lawinenforschung, Weissfluhjoch-Davos.
– volume: 213
  start-page: 197
  year: 2005
  end-page: 208
  ident: b0405
  article-title: Effect of timber removal from windthrow slopes on the risk of snow avalanches and rockfall
  publication-title: For. Ecol. Manage.
– volume: 52
  start-page: 7513
  year: 2016
  end-page: 7522
  ident: b0280
  article-title: Measuring spatiotemporal variation in snow optical grain size under a subalpine forest canopy using contact spectroscopy
  publication-title: Water Resour. Res.
– reference: Brown, J.K., 1974. Handbook for Inventorying Downed Woody Material, USDA For. Serv. Gen. Tech. Rep. INT-16. U.S. Department of Agriculture, Forest Service, Intermountain Forest and Range Experiment Station, Ogden, UT.
– volume: 17
  start-page: 2979
  year: 2008
  end-page: 3001
  ident: b0290
  article-title: The European spruce bark beetle Ips typographus in a national park: from pest to keystone species
  publication-title: Biodivers. Conserv.
– year: 2011
  ident: b0150
  article-title: An R Companion to Applied Regression
– reference: Gubler, H., Rychetnik, J., 1991. Effects of forests near the timberline on avalanche formation. In: Bergmann, H. et al. (Ed.), Snow, Hydrology and Forests in High Alpine Areas, Proceedings of the Vienna Symposium, August 1991, IAHS Publications 205. Vienna, Austria, pp. 19–37.
– volume: 10
  start-page: 416
  year: 2012
  end-page: 424
  ident: b0115
  article-title: Cascading impacts of bark beetle-caused tree mortality on coupled biogeophysical and biogeochemical processes
  publication-title: Front. Ecol. Environ.
– volume: 4
  start-page: 806
  year: 2014
  end-page: 810
  ident: b0425
  article-title: Increasing forest disturbances in Europe and their impact on carbon storage
  publication-title: Nat. Clim. Chang.
– volume: 60
  start-page: 602
  year: 2010
  end-page: 613
  ident: b0055
  article-title: Climate change and bark beetles of the Western United States and canada: direct and indirect effects
  publication-title: Bioscience
– volume: 42
  start-page: 202
  year: 1987
  ident: b0205
  article-title: Verjüngungsökologische Untersuchungen in einem hochstaudenreichen subalpinen Fichtenwald, mit spezieller Berücksichtigung der Schneeablagerung und der Lawinenbildung. Mitteilungen des Eidgenössischen Institutes für
  publication-title: Schnee- und Lawinenforsch.
– volume: 38
  start-page: 307
  year: 2009
  end-page: 316
  ident: b0120
  article-title: Effect of Weather on Ips typographus (Coleoptera Curculionidae) Phenology, Voltinism, and Associated Spruce Mortality in the Southeastern Alps
  publication-title: Environ. Entomol.
– volume: 24
  start-page: 145
  year: 1992
  end-page: 152
  ident: b0445
  article-title: Snow distribution and heat flow in the taiga
  publication-title: Arct. Alp. Res.
– volume: 145
  start-page: 107
  year: 2001
  end-page: 119
  ident: b0075
  article-title: Resistance and elasticity: promising concepts for the management of protection forests in the European Alps
  publication-title: For. Ecol. Manage.
– volume: 37
  start-page: 393
  year: 2003
  end-page: 405
  ident: b0340
  article-title: Stratigraphy and changes in hardness of snow measured by hand, ramsonde and snow micro penetrometer: a comparison with planar sections
  publication-title: Cold Reg. Sci. Technol.
– year: 2009
  ident: b0505
  article-title: Mixed effects models and extensions in ecology with R
– volume: 44
  start-page: 644
  year: 2013
  end-page: 657
  ident: b0360
  article-title: The impact of beetle-induced conifer death on stand-scale canopy snow interception
  publication-title: Hydrol. Res.
– volume: 266
  start-page: 254
  year: 2012
  end-page: 262
  ident: b0010
  article-title: Natural regeneration in Central-European subalpine spruce forests: Which logs are suitable for seedling recruitment?
  publication-title: For. Ecol. Manage.
– volume: 16
  start-page: 621
  year: 1995
  end-page: 633
  ident: b0415
  article-title: Snow mechanics and avalanche formation: field experiments on the dynamic response of the snow cover
  publication-title: Surv. Geophys.
– volume: 238
  start-page: 24
  year: 2007
  end-page: 53
  ident: b0135
  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: For. Ecol. Manage.
– volume: 41
  start-page: 1016
  year: 2003
  ident: b0410
  article-title: Snow avalanche formation
  publication-title: Rev. Geophys.
– volume: 12
  start-page: 1611
  year: 1998
  end-page: 1625
  ident: b0190
  article-title: Measurements and modelling of snow interception in the boreal forest
  publication-title: Hydrol. Process.
– volume: 14
  start-page: 2921
  year: 2014
  end-page: 3231
  ident: b0130
  article-title: Quantification of basal friction for technical and silvicultural glide-snow avalanche mitigation measures
  publication-title: Nat. Hazards Earth Syst. Sci.
– start-page: 397
  year: 2004
  end-page: 402
  ident: b0390
  article-title: Snow and Avalanche Control
  publication-title: Encycl. For. Sci.
– volume: 39
  start-page: 614
  year: 2007
  end-page: 628
  ident: b0430
  article-title: Forest Ecology and Biogeography of the Uinta Mountains, U.S.A. Arctic
  publication-title: Antarct. Alp. Res.
– volume: 67
  start-page: 452
  year: 2007
  end-page: 460
  ident: b0185
  article-title: The Influence of Fallen Tree Timing on Spruce Beetle Brood Production
  publication-title: West. North Am. Nat.
– volume: 57
  start-page: 232
  year: 2011
  end-page: 240
  ident: b0240
  article-title: Fuel Complex Alterations Associated with Spruce Beetle-Induced Tree Mortality in Intermountain Spruce/Fir Forests
  publication-title: For. Sci.
– volume: 59
  start-page: 178
  year: 2009
  end-page: 184
  ident: b0335
  article-title: Rutschblock-scale snowpack stability derived from multiple quality-controlled SnowMicroPen measurements
  publication-title: Cold Reg. Sci. Technol.
– year: 1997
  ident: b0310
  article-title: Gebirgsnadelwälder
– volume: 6
  start-page: 1141
  year: 2012
  end-page: 1155
  ident: b0345
  article-title: Vapor flux and recrystallization during dry snow metamorphism under a steady temperature gradient as observed by time-lapse micro-tomography
  publication-title: Cryosph.
– volume: 334
  start-page: 53
  year: 2014
  end-page: 63
  ident: b0470
  article-title: Are density reduction treatments effective at managing for resistance or resilience to spruce beetle disturbance in the southern Rocky Mountains?
  publication-title: For. Ecol. Manage.
– volume: 388
  start-page: 120
  year: 2017
  end-page: 131
  ident: b0250
  article-title: A walk on the wild side: Disturbance dynamics and the conservation and management of European mountain forest ecosystems
  publication-title: For. Ecol. Manage.
– reference: Teich, M., Schneebeli, M., Bebi, P., Giunta, A.D., Gray, C.A., Jenkins, M.J., 2016. Effects of bark beetle attacks on snowpack and snow avalanche hazard. In: Proceedings of the International Snow Science Workshop, 3-7 October 2016. Breckenridge, CO, pp. 975–983.
– volume: 249
  start-page: 171
  year: 2007
  end-page: 186
  ident: b0025
  article-title: PHENIPS—A comprehensive phenology model of Ips typographus (L.) (Col., Scolytinae) as a tool for hazard rating of bark beetle infestation
  publication-title: For. Ecol. Manage.
– reference: Schmid, J.M., Frye, R.H., 1977. Spruce Beetle in the Rockies, USDA Forest Service General Technical Report. U.S. Department of Agriculture, Fort Collins, CO.
– volume: 20
  start-page: 949
  year: 2006
  end-page: 958
  ident: b0260
  article-title: Salvage Logging, Ecosystem Processes, and Biodiversity Conservation
  publication-title: Conserv. Biol.
– volume: 15
  start-page: 108
  year: 2012
  end-page: 113
  ident: b0305
  article-title: Avalanche protection by forests — A choice experiment in the Swiss Alps
  publication-title: For. Policy Econ.
– volume: 44
  start-page: 678
  year: 2011
  end-page: 693
  ident: b0325
  article-title: A global averaging method for dynamic time warping, with applications to clustering
  publication-title: Pattern Recognit.
– volume: 257
  start-page: 1883
  year: 2009
  end-page: 1892
  ident: b0040
  article-title: Snow avalanche disturbances in forest ecosystems—State of research and implications for management
  publication-title: For. Ecol. Manage.
– volume: 121
  start-page: 257
  year: 2016
  end-page: 282
  ident: b0375
  article-title: Snow instability patterns at the scale of a small basin
  publication-title: J. Geophys. Res. Earth Surf.
– reference: R Core Team, 2018. R: A language and environment for statistical computing. Vienna, Austria. <
– reference: Teich, M., Techel, F., Caviezel, P., Bebi, P., 2013. Forecasting forest avalanches : A review of winter 2011/12. In: Proceedings of the International Snow Science Workshop, 7-11 October 2013. Grenoble – Chamonix Mont-Blanc, France, pp. 324–330.
– volume: 24
  start-page: 417
  year: 1979
  end-page: 447
  ident: b0100
  article-title: Population Dynamics of Bark Beetles
  publication-title: Annu. Rev. Entomol.
– volume: 388
  start-page: 43
  year: 2017
  end-page: 56
  ident: b0045
  article-title: Changes of forest cover and disturbance regimes in the mountain forests of the Alps
  publication-title: For. Ecol. Manage.
– volume: 5
  start-page: 88
  year: 2014
  end-page: 102
  ident: b0125
  article-title: Composition and Elevation of Spruce Forests Affect Susceptibility to Bark Beetle Attacks: Implications for Forest Management
  publication-title: Forests
– volume: 254
  start-page: 16
  year: 2008
  end-page: 34
  ident: b0215
  article-title: Bark beetles, fuels, fires and implications for forest management in the Intermountain West
  publication-title: For. Ecol. Manage.
– volume: 30
  start-page: 91
  year: 1999
  end-page: 100
  ident: b0225
  article-title: Characterizing the microstructural and micromechanical properties of snow
  publication-title: Cold Reg. Sci. Technol.
– volume: 38
  start-page: 253
  year: 2004
  end-page: 260
  ident: b0450
  article-title: Scales of spatial heterogeneity for perennial and seasonal snow layers
  publication-title: Ann. Glaciol.
– volume: 28
  start-page: 197
  year: 2014
  end-page: 209
  ident: b0485
  article-title: Snow accumulation and ablation response to changes in forest structure and snow surface albedo after attack by mountain pine beetle
  publication-title: Hydrol. Process.
– volume: 136
  start-page: 1029
  year: 2017
  end-page: 1040
  ident: b0490
  article-title: Post-windthrow management in protection forests of the Swiss Alps
  publication-title: Eur. J. For. Res.
– volume: 195
  start-page: 165
  year: 2004
  end-page: 176
  ident: b0110
  article-title: Integrity, stability and management of protection forests in the European Alps
  publication-title: For. Ecol. Manage.
– volume: 53
  start-page: 38
  year: 2008
  end-page: 44
  ident: b0165
  article-title: Spatio-temporal patterns of the Norway spruce decline in the Beskid Śląski and Żywiecki (Western Carpathians) in southern Poland
  publication-title: J. For. Sci.
– volume: 15
  start-page: 486
  year: 2009
  end-page: 499
  ident: b0235
  article-title: Spatio-temporal impact of climate change on the activity and voltinism of the spruce bark beetle, Ips typographus
  publication-title: Glob. Chang. Biol.
– reference: Akaike, H., 1973. Information Theory and an Extension of the Maximum Likelihood Principle. In: Petrov, B.N., Csaki, F. (Eds.), Second International Symposium on Information Theory. Akademiai Kaido, Budapest, pp. 267–281.
– volume: 27
  start-page: 2048
  year: 2013
  end-page: 2060
  ident: b0350
  article-title: A conceptual model of water yield effects from beetle-induced tree death in snow-dominated lodgepole pine forests
  publication-title: Hydrol. Process.
– reference: >.
– volume: 13
  start-page: 49
  year: 1999
  end-page: 58
  ident: b0090
  article-title: Routing of canopy drip in the snowpack below a spruce crown
  publication-title: Hydrol. Process.
– volume: 13
  start-page: 175
  year: 2003
  end-page: 185
  ident: b0295
  article-title: Holocene timberline and palaeoclimate of the northern Uinta Mountains, northeastern Utah, USA
  publication-title: The Holocene
– volume: 4
  start-page: 1
  year: 2016
  end-page: 13
  ident: b0175
  article-title: A new method for comparing and matching snow profiles, application for profiles measured by penetrometers
  publication-title: Front. Earth Sci.
– reference: BAFU, 2008. Sturmschaden-Handbuch. Vollzugshilfe für die Bewältigung von Sturmschadenereignissen von nationaler Bedeutung im Wald. Umwelt-Vollzug Nr. 0801., 3. überarb. ed. Bundesamt für Umwelt, Bern.
– volume: 7
  start-page: 226
  year: 2014
  end-page: 241
  ident: b0320
  article-title: Modelling the effects of the mountain pine beetle on snowmelt in a subalpine forest
  publication-title: Ecohydrology
– volume: 9
  start-page: 101
  year: 2009
  end-page: 119
  ident: b0420
  article-title: Modelling bark beetle disturbances in a large scale forest scenario model to assess climate change impacts and evaluate adaptive management strategies
  publication-title: Reg. Environ. Chang.
– volume: 79
  start-page: 247
  year: 2003
  end-page: 252
  ident: b0255
  article-title: Decay of Picea abies snag stands on steep mountain slopes
  publication-title: For. Chron.
– volume: 275
  start-page: 23
  year: 2012
  end-page: 34
  ident: b0220
  article-title: Fuels and fire behavior dynamics in bark beetle-attacked forests in Western North America and implications for fire management
  publication-title: For. Ecol. Manage.
– volume: 16
  start-page: 28
  year: 2009
  end-page: 38
  ident: b0105
  article-title: Wildfire and spruce beetle outbreak: Simulation of interacting disturbances in the central Rocky Mountains
  publication-title: Écoscience
– volume: 6
  start-page: e4794
  year: 2018
  ident: 10.1016/j.foreco.2019.01.052_b0180
  article-title: A brief introduction to mixed effects modelling and multi-model inference in ecology
  publication-title: PeerJ
  doi: 10.7717/peerj.4794
– volume: 134
  start-page: 925
  year: 1983
  ident: 10.1016/j.foreco.2019.01.052_b0200
  article-title: Schneeuntersuchungen in subalpinen Fichtenwäldern
  publication-title: Schweizerische Zeitschrift für Forstwes.
– volume: 15
  start-page: 486
  year: 2009
  ident: 10.1016/j.foreco.2019.01.052_b0235
  article-title: Spatio-temporal impact of climate change on the activity and voltinism of the spruce bark beetle, Ips typographus
  publication-title: Glob. Chang. Biol.
  doi: 10.1111/j.1365-2486.2008.01742.x
– volume: 20
  start-page: 180
  year: 2000
  ident: 10.1016/j.foreco.2019.01.052_b0285
  article-title: Protective Forests and Silvicultural Stability
  publication-title: Mt. Res. Dev.
  doi: 10.1659/0276-4741(2000)020[0180:PFASS]2.0.CO;2
– volume: 25
  start-page: 4679
  year: 2012
  ident: 10.1016/j.foreco.2019.01.052_b0160
  article-title: Observational and Synoptic Analyses of the Winter Precipitation Regime Change over Utah
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-11-00084.1
– volume: 13
  start-page: 2345
  year: 1999
  ident: 10.1016/j.foreco.2019.01.052_b0330
  article-title: Snow accumulation on boards of different sizes and shapes
  publication-title: Hydrol. Process.
  doi: 10.1002/(SICI)1099-1085(199910)13:14/15<2345::AID-HYP873>3.0.CO;2-N
– ident: 10.1016/j.foreco.2019.01.052_b0380
– volume: 5
  start-page: 467
  year: 2012
  ident: 10.1016/j.foreco.2019.01.052_b0355
  article-title: The impact of pine beetle infestation on snow accumulation and melt in the headwaters of the Colorado River
  publication-title: Ecohydrology
  doi: 10.1002/eco.239
– volume: 44
  start-page: 678
  year: 2011
  ident: 10.1016/j.foreco.2019.01.052_b0325
  article-title: A global averaging method for dynamic time warping, with applications to clustering
  publication-title: Pattern Recognit.
  doi: 10.1016/j.patcog.2010.09.013
– ident: 10.1016/j.foreco.2019.01.052_b0365
– volume: 238
  start-page: 24
  year: 2007
  ident: 10.1016/j.foreco.2019.01.052_b0135
  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: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2006.10.011
– ident: 10.1016/j.foreco.2019.01.052_b0460
– ident: 10.1016/j.foreco.2019.01.052_b0030
– volume: 72
  start-page: 213
  year: 1991
  ident: 10.1016/j.foreco.2019.01.052_b0475
  article-title: The Response of Subalpine Forests to Spruce Beetle Outbreak in Colorado
  publication-title: Ecology
  doi: 10.2307/1938916
– volume: 24
  start-page: 803
  year: 2010
  ident: 10.1016/j.foreco.2019.01.052_b0480
  article-title: Assessing the effects of post-pine beetle forest litter on snow albedo
  publication-title: Hydrol. Process.
  doi: 10.1002/hyp.7648
– volume: 76
  start-page: 297
  year: 1989
  ident: 10.1016/j.foreco.2019.01.052_b0195
  article-title: Regression and time series model selection in small samples
  publication-title: Biometrika
  doi: 10.1093/biomet/76.2.297
– volume: 80
  start-page: 23
  year: 2006
  ident: 10.1016/j.foreco.2019.01.052_b0080
  article-title: Management of protection forests in the European Alps: An overview
  publication-title: For. Snow Landsc. Res.
– ident: 10.1016/j.foreco.2019.01.052_b0465
– volume: 10
  start-page: 416
  year: 2012
  ident: 10.1016/j.foreco.2019.01.052_b0115
  article-title: Cascading impacts of bark beetle-caused tree mortality on coupled biogeophysical and biogeochemical processes
  publication-title: Front. Ecol. Environ.
  doi: 10.1890/110173
– volume: 284
  start-page: 260
  year: 2012
  ident: 10.1016/j.foreco.2019.01.052_b0095
  article-title: The effects of bark beetle outbreaks on forest development, fuel loads and potential fire behavior in salvage logged and untreated lodgepole pine forests
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2012.07.027
– volume: 275
  start-page: 23
  year: 2012
  ident: 10.1016/j.foreco.2019.01.052_b0220
  article-title: Fuels and fire behavior dynamics in bark beetle-attacked forests in Western North America and implications for fire management
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2012.02.036
– volume: 22
  start-page: 3527
  year: 2003
  ident: 10.1016/j.foreco.2019.01.052_b0495
  article-title: Measuring explained variation in linear mixed effects models
  publication-title: Stat. Med.
  doi: 10.1002/sim.1572
– volume: 7
  start-page: 150
  year: 2014
  ident: 10.1016/j.foreco.2019.01.052_b0060
  article-title: Multiscale observations of snow accumulation and peak snowpack following widespread, insect-induced lodgepole pine mortality
  publication-title: Ecohydrology
  doi: 10.1002/eco.1342
– volume: 5
  start-page: 21
  year: 2014
  ident: 10.1016/j.foreco.2019.01.052_b0210
  article-title: Spruce Beetle Biology, Ecology and Management in the Rocky Mountains: An Addendum to Spruce Beetle in the Rockies
  publication-title: Forests
  doi: 10.3390/f5010021
– volume: 44
  start-page: 644
  year: 2013
  ident: 10.1016/j.foreco.2019.01.052_b0360
  article-title: The impact of beetle-induced conifer death on stand-scale canopy snow interception
  publication-title: Hydrol. Res.
  doi: 10.2166/nh.2013.097
– volume: 57
  start-page: 232
  year: 2011
  ident: 10.1016/j.foreco.2019.01.052_b0240
  article-title: Fuel Complex Alterations Associated with Spruce Beetle-Induced Tree Mortality in Intermountain Spruce/Fir Forests
  publication-title: For. Sci.
– volume: 266
  start-page: 254
  year: 2012
  ident: 10.1016/j.foreco.2019.01.052_b0010
  article-title: Natural regeneration in Central-European subalpine spruce forests: Which logs are suitable for seedling recruitment?
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2011.11.025
– volume: 213
  start-page: 197
  year: 2005
  ident: 10.1016/j.foreco.2019.01.052_b0405
  article-title: Effect of timber removal from windthrow slopes on the risk of snow avalanches and rockfall
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2005.03.062
– volume: 24
  start-page: 145
  year: 1992
  ident: 10.1016/j.foreco.2019.01.052_b0445
  article-title: Snow distribution and heat flow in the taiga
  publication-title: Arct. Alp. Res.
  doi: 10.2307/1551534
– volume: 9
  start-page: 101
  year: 2009
  ident: 10.1016/j.foreco.2019.01.052_b0420
  article-title: Modelling bark beetle disturbances in a large scale forest scenario model to assess climate change impacts and evaluate adaptive management strategies
  publication-title: Reg. Environ. Chang.
  doi: 10.1007/s10113-008-0068-2
– volume: 12
  start-page: 1611
  year: 1998
  ident: 10.1016/j.foreco.2019.01.052_b0190
  article-title: Measurements and modelling of snow interception in the boreal forest
  publication-title: Hydrol. Process.
  doi: 10.1002/(SICI)1099-1085(199808/09)12:10/11<1611::AID-HYP684>3.0.CO;2-4
– start-page: 397
  year: 2004
  ident: 10.1016/j.foreco.2019.01.052_b0390
  article-title: Snow and Avalanche Control
  publication-title: Encycl. For. Sci.
– volume: 318
  start-page: 167
  year: 2014
  ident: 10.1016/j.foreco.2019.01.052_b0440
  article-title: Spatial interactions between storm damage and subsequent infestations by the European spruce bark beetle
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2014.01.022
– volume: 114
  start-page: F04016
  year: 2009
  ident: 10.1016/j.foreco.2019.01.052_b0270
  article-title: Accurate inversion of high-resolution snow penetrometer signals for microstructural and micromechanical properties
  publication-title: J. Geophys. Res.
  doi: 10.1029/2009JF001269
– year: 2009
  ident: 10.1016/j.foreco.2019.01.052_b0505
– volume: 14
  start-page: 2921
  year: 2014
  ident: 10.1016/j.foreco.2019.01.052_b0130
  article-title: Quantification of basal friction for technical and silvicultural glide-snow avalanche mitigation measures
  publication-title: Nat. Hazards Earth Syst. Sci.
  doi: 10.5194/nhess-14-2921-2014
– ident: 10.1016/j.foreco.2019.01.052_b0145
– volume: 60
  start-page: 691
  year: 2014
  ident: 10.1016/j.foreco.2019.01.052_b0315
  article-title: Spruce Beetle-Induced Changes to Engelmann Spruce Foliage Flammability
  publication-title: For. Sci.
  doi: 10.5849/forsci.13-050
– volume: 60
  start-page: 602
  year: 2010
  ident: 10.1016/j.foreco.2019.01.052_b0055
  article-title: Climate change and bark beetles of the Western United States and canada: direct and indirect effects
  publication-title: Bioscience
  doi: 10.1525/bio.2010.60.8.6
– volume: 4
  start-page: 1
  year: 2016
  ident: 10.1016/j.foreco.2019.01.052_b0175
  article-title: A new method for comparing and matching snow profiles, application for profiles measured by penetrometers
  publication-title: Front. Earth Sci.
  doi: 10.3389/feart.2016.00052
– volume: 5
  start-page: 88
  year: 2014
  ident: 10.1016/j.foreco.2019.01.052_b0125
  article-title: Composition and Elevation of Spruce Forests Affect Susceptibility to Bark Beetle Attacks: Implications for Forest Management
  publication-title: Forests
  doi: 10.3390/f5010088
– volume: 254
  start-page: 16
  year: 2008
  ident: 10.1016/j.foreco.2019.01.052_b0215
  article-title: Bark beetles, fuels, fires and implications for forest management in the Intermountain West
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2007.09.045
– volume: 388
  start-page: 43
  year: 2017
  ident: 10.1016/j.foreco.2019.01.052_b0045
  article-title: Changes of forest cover and disturbance regimes in the mountain forests of the Alps
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2016.10.028
– volume: 13
  start-page: 49
  year: 1999
  ident: 10.1016/j.foreco.2019.01.052_b0090
  article-title: Routing of canopy drip in the snowpack below a spruce crown
  publication-title: Hydrol. Process.
  doi: 10.1002/(SICI)1099-1085(199901)13:1<49::AID-HYP700>3.0.CO;2-L
– volume: 145
  start-page: 107
  year: 2001
  ident: 10.1016/j.foreco.2019.01.052_b0075
  article-title: Resistance and elasticity: promising concepts for the management of protection forests in the European Alps
  publication-title: For. Ecol. Manage.
  doi: 10.1016/S0378-1127(00)00578-8
– ident: 10.1016/j.foreco.2019.01.052_b0170
– volume: 20
  start-page: 895
  year: 2010
  ident: 10.1016/j.foreco.2019.01.052_b0265
  article-title: Whitebark pine vulnerability to climate-driven mountain pine beetle disturbance in the Greater Yellowstone Ecosystem
  publication-title: Ecol. Appl.
  doi: 10.1890/09-0655.1
– volume: 16
  start-page: 28
  year: 2009
  ident: 10.1016/j.foreco.2019.01.052_b0105
  article-title: Wildfire and spruce beetle outbreak: Simulation of interacting disturbances in the central Rocky Mountains
  publication-title: Écoscience
  doi: 10.2980/16-1-3160
– volume: 20
  start-page: 949
  year: 2006
  ident: 10.1016/j.foreco.2019.01.052_b0260
  article-title: Salvage Logging, Ecosystem Processes, and Biodiversity Conservation
  publication-title: Conserv. Biol.
  doi: 10.1111/j.1523-1739.2006.00497.x
– volume: 42
  start-page: 202
  year: 1987
  ident: 10.1016/j.foreco.2019.01.052_b0205
  article-title: Verjüngungsökologische Untersuchungen in einem hochstaudenreichen subalpinen Fichtenwald, mit spezieller Berücksichtigung der Schneeablagerung und der Lawinenbildung. Mitteilungen des Eidgenössischen Institutes für
  publication-title: Schnee- und Lawinenforsch.
– ident: 10.1016/j.foreco.2019.01.052_b0085
– volume: 141
  start-page: 1525
  year: 2008
  ident: 10.1016/j.foreco.2019.01.052_b0230
  article-title: The influence of bark beetles outbreak vs. salvage logging on ground layer vegetation in Central European mountain spruce forests
  publication-title: Biol. Conserv.
  doi: 10.1016/j.biocon.2008.03.013
– volume: 30
  start-page: 91
  year: 1999
  ident: 10.1016/j.foreco.2019.01.052_b0225
  article-title: Characterizing the microstructural and micromechanical properties of snow
  publication-title: Cold Reg. Sci. Technol.
  doi: 10.1016/S0165-232X(99)00013-0
– volume: 13
  start-page: 175
  year: 2003
  ident: 10.1016/j.foreco.2019.01.052_b0295
  article-title: Holocene timberline and palaeoclimate of the northern Uinta Mountains, northeastern Utah, USA
  publication-title: The Holocene
  doi: 10.1191/0959683603hl600rp
– ident: 10.1016/j.foreco.2019.01.052_b0400
– volume: 32
  start-page: 223
  year: 2001
  ident: 10.1016/j.foreco.2019.01.052_b0275
  article-title: Characteristics of terrain, snow supply and forest cover for avalanche initiation caused by logging
  publication-title: Ann. Glaciol.
  doi: 10.3189/172756401781819391
– year: 1997
  ident: 10.1016/j.foreco.2019.01.052_b0310
– volume: 28
  start-page: 197
  year: 2014
  ident: 10.1016/j.foreco.2019.01.052_b0485
  article-title: Snow accumulation and ablation response to changes in forest structure and snow surface albedo after attack by mountain pine beetle
  publication-title: Hydrol. Process.
  doi: 10.1002/hyp.9574
– volume: 58
  start-page: 501
  year: 2008
  ident: 10.1016/j.foreco.2019.01.052_b0370
  article-title: Cross-scale drivers of natural disturbances prone to anthropogenic amplification: the dynamics of bark beetle eruptions
  publication-title: Bioscience
  doi: 10.1641/B580607
– volume: 33
  start-page: 59
  year: 2013
  ident: 10.1016/j.foreco.2019.01.052_b0065
  article-title: Do Bark Beetle Outbreaks Increase Wildfire Risks in the Central U.S. Rocky Mountains? Implications from Recent Research
  publication-title: Nat. Areas J.
  doi: 10.3375/043.033.0107
– volume: 53
  start-page: 38
  year: 2008
  ident: 10.1016/j.foreco.2019.01.052_b0165
  article-title: Spatio-temporal patterns of the Norway spruce decline in the Beskid Śląski and Żywiecki (Western Carpathians) in southern Poland
  publication-title: J. For. Sci.
  doi: 10.17221/2155-JFS
– volume: 37
  start-page: 393
  year: 2003
  ident: 10.1016/j.foreco.2019.01.052_b0340
  article-title: Stratigraphy and changes in hardness of snow measured by hand, ramsonde and snow micro penetrometer: a comparison with planar sections
  publication-title: Cold Reg. Sci. Technol.
  doi: 10.1016/S0165-232X(03)00079-X
– volume: 16
  start-page: 621
  year: 1995
  ident: 10.1016/j.foreco.2019.01.052_b0415
  article-title: Snow mechanics and avalanche formation: field experiments on the dynamic response of the snow cover
  publication-title: Surv. Geophys.
  doi: 10.1007/BF00665743
– volume: 388
  start-page: 120
  year: 2017
  ident: 10.1016/j.foreco.2019.01.052_b0250
  article-title: A walk on the wild side: Disturbance dynamics and the conservation and management of European mountain forest ecosystems
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2016.07.037
– ident: 10.1016/j.foreco.2019.01.052_b0020
– volume: 4
  start-page: 133
  year: 2013
  ident: 10.1016/j.foreco.2019.01.052_b0300
  article-title: A general and simple method for obtaining R 2 from generalized linear mixed-effects models
  publication-title: Methods Ecol. Evol.
  doi: 10.1111/j.2041-210x.2012.00261.x
– ident: 10.1016/j.foreco.2019.01.052_b0005
– volume: 83–84
  start-page: 77
  year: 2012
  ident: 10.1016/j.foreco.2019.01.052_b0455
  article-title: Snow and weather conditions associated with avalanche releases in forests: Rare situations with decreasing trends during the last 41years
  publication-title: Cold Reg. Sci. Technol.
  doi: 10.1016/j.coldregions.2012.06.007
– volume: 24
  start-page: 417
  year: 1979
  ident: 10.1016/j.foreco.2019.01.052_b0100
  article-title: Population Dynamics of Bark Beetles
  publication-title: Annu. Rev. Entomol.
  doi: 10.1146/annurev.en.24.010179.002221
– volume: 145
  start-page: 137
  year: 2001
  ident: 10.1016/j.foreco.2019.01.052_b0015
  article-title: Effectiveness of structure improvement thinning on stand structure in subalpine Norway spruce (Picea abies (L.) Karst.) stands
  publication-title: For. Ecol. Manage.
  doi: 10.1016/S0378-1127(00)00581-8
– volume: 26
  start-page: 107
  year: 1998
  ident: 10.1016/j.foreco.2019.01.052_b0395
  article-title: A constant-speed penetrometer for high-resolution snow stratigraphy
  publication-title: Ann. Glaciol.
  doi: 10.3189/1998AoG26-1-107-111
– volume: 121
  start-page: 257
  year: 2016
  ident: 10.1016/j.foreco.2019.01.052_b0375
  article-title: Snow instability patterns at the scale of a small basin
  publication-title: J. Geophys. Res. Earth Surf.
  doi: 10.1002/2015JF003700
– volume: 195
  start-page: 165
  year: 2004
  ident: 10.1016/j.foreco.2019.01.052_b0110
  article-title: Integrity, stability and management of protection forests in the European Alps
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2004.02.057
– volume: 38
  start-page: 253
  year: 2004
  ident: 10.1016/j.foreco.2019.01.052_b0450
  article-title: Scales of spatial heterogeneity for perennial and seasonal snow layers
  publication-title: Ann. Glaciol.
  doi: 10.3189/172756404781815112
– volume: 38
  start-page: 307
  year: 2009
  ident: 10.1016/j.foreco.2019.01.052_b0120
  article-title: Effect of Weather on Ips typographus (Coleoptera Curculionidae) Phenology, Voltinism, and Associated Spruce Mortality in the Southeastern Alps
  publication-title: Environ. Entomol.
  doi: 10.1603/022.038.0202
– ident: 10.1016/j.foreco.2019.01.052_b0140
– year: 2011
  ident: 10.1016/j.foreco.2019.01.052_b0150
– volume: 249
  start-page: 171
  year: 2007
  ident: 10.1016/j.foreco.2019.01.052_b0025
  article-title: PHENIPS—A comprehensive phenology model of Ips typographus (L.) (Col., Scolytinae) as a tool for hazard rating of bark beetle infestation
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2007.05.020
– volume: 67
  start-page: 452
  year: 2007
  ident: 10.1016/j.foreco.2019.01.052_b0185
  article-title: The Influence of Fallen Tree Timing on Spruce Beetle Brood Production
  publication-title: West. North Am. Nat.
  doi: 10.3398/1527-0904(2007)67[452:TIOFTT]2.0.CO;2
– volume: 39
  start-page: 614
  year: 2007
  ident: 10.1016/j.foreco.2019.01.052_b0430
  article-title: Forest Ecology and Biogeography of the Uinta Mountains, U.S.A. Arctic
  publication-title: Antarct. Alp. Res.
  doi: 10.1657/1523-0430(06-046)[SHAW]2.0.CO;2
– volume: 7
  start-page: 226
  year: 2014
  ident: 10.1016/j.foreco.2019.01.052_b0320
  article-title: Modelling the effects of the mountain pine beetle on snowmelt in a subalpine forest
  publication-title: Ecohydrology
  doi: 10.1002/eco.1329
– volume: 305
  start-page: 273
  year: 2013
  ident: 10.1016/j.foreco.2019.01.052_b0435
  article-title: Effects of salvage logging and sanitation felling on bark beetle (Ips typographus L.) infestations
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2013.06.003
– volume: 38
  start-page: 202
  year: 2004
  ident: 10.1016/j.foreco.2019.01.052_b0245
  article-title: Spatial variability of micropenetration resistance in snow layers on a small slope
  publication-title: Ann. Glaciol.
  doi: 10.3189/172756404781815257
– ident: 10.1016/j.foreco.2019.01.052_b0500
– volume: 17
  start-page: 2979
  year: 2008
  ident: 10.1016/j.foreco.2019.01.052_b0290
  article-title: The European spruce bark beetle Ips typographus in a national park: from pest to keystone species
  publication-title: Biodivers. Conserv.
  doi: 10.1007/s10531-008-9409-1
– volume: 23
  start-page: 2600
  year: 2009
  ident: 10.1016/j.foreco.2019.01.052_b0070
  article-title: Snow ablation energy balance in a dead forest stand
  publication-title: Hydrol. Process.
  doi: 10.1002/hyp.7246
– volume: 136
  start-page: 1029
  year: 2017
  ident: 10.1016/j.foreco.2019.01.052_b0490
  article-title: Post-windthrow management in protection forests of the Swiss Alps
  publication-title: Eur. J. For. Res.
  doi: 10.1007/s10342-017-1031-x
– volume: 20
  start-page: 1251
  year: 1990
  ident: 10.1016/j.foreco.2019.01.052_b0385
  article-title: Bending of a conifer branch at subfreezing temperatures: implications for snow interception
  publication-title: Can. J. For. Res.
  doi: 10.1139/x90-165
– volume: 77
  start-page: 89
  year: 2002
  ident: 10.1016/j.foreco.2019.01.052_b0155
  article-title: Avalanche protection of windthrow areas: A ten year comparison of cleared and uncleared starting zones
  publication-title: For. Snow Landsc. Res.
– volume: 79
  start-page: 247
  year: 2003
  ident: 10.1016/j.foreco.2019.01.052_b0255
  article-title: Decay of Picea abies snag stands on steep mountain slopes
  publication-title: For. Chron.
  doi: 10.5558/tfc79247-2
– volume: 52
  start-page: 7513
  year: 2016
  ident: 10.1016/j.foreco.2019.01.052_b0280
  article-title: Measuring spatiotemporal variation in snow optical grain size under a subalpine forest canopy using contact spectroscopy
  publication-title: Water Resour. Res.
  doi: 10.1002/2016WR018954
– volume: 27
  start-page: 2048
  year: 2013
  ident: 10.1016/j.foreco.2019.01.052_b0350
  article-title: A conceptual model of water yield effects from beetle-induced tree death in snow-dominated lodgepole pine forests
  publication-title: Hydrol. Process.
  doi: 10.1002/hyp.9312
– volume: 15
  start-page: 108
  year: 2012
  ident: 10.1016/j.foreco.2019.01.052_b0305
  article-title: Avalanche protection by forests — A choice experiment in the Swiss Alps
  publication-title: For. Policy Econ.
  doi: 10.1016/j.forpol.2011.10.002
– volume: 257
  start-page: 1883
  year: 2009
  ident: 10.1016/j.foreco.2019.01.052_b0040
  article-title: Snow avalanche disturbances in forest ecosystems—State of research and implications for management
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2009.01.050
– volume: 4
  start-page: 806
  year: 2014
  ident: 10.1016/j.foreco.2019.01.052_b0425
  article-title: Increasing forest disturbances in Europe and their impact on carbon storage
  publication-title: Nat. Clim. Chang.
  doi: 10.1038/nclimate2318
– volume: 67
  start-page: 1
  year: 2015
  ident: 10.1016/j.foreco.2019.01.052_b0035
  article-title: Fitting Linear Mixed-Effects Models Using lme4
  publication-title: J. Stat. Softw.
  doi: 10.18637/jss.v067.i01
– volume: 41
  start-page: 1016
  year: 2003
  ident: 10.1016/j.foreco.2019.01.052_b0410
  article-title: Snow avalanche formation
  publication-title: Rev. Geophys.
  doi: 10.1029/2002RG000123
– volume: 89
  start-page: 271
  year: 2016
  ident: 10.1016/j.foreco.2019.01.052_b0050
  article-title: Elevational shifts in thermal suitability for mountain pine beetle population growth in a changing climate
  publication-title: Forestry
  doi: 10.1093/forestry/cpv054
– volume: 6
  start-page: 1141
  year: 2012
  ident: 10.1016/j.foreco.2019.01.052_b0345
  article-title: Vapor flux and recrystallization during dry snow metamorphism under a steady temperature gradient as observed by time-lapse micro-tomography
  publication-title: Cryosph.
  doi: 10.5194/tc-6-1141-2012
– volume: 334
  start-page: 53
  year: 2014
  ident: 10.1016/j.foreco.2019.01.052_b0470
  article-title: Are density reduction treatments effective at managing for resistance or resilience to spruce beetle disturbance in the southern Rocky Mountains?
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2014.08.028
– volume: 59
  start-page: 178
  year: 2009
  ident: 10.1016/j.foreco.2019.01.052_b0335
  article-title: Rutschblock-scale snowpack stability derived from multiple quality-controlled SnowMicroPen measurements
  publication-title: Cold Reg. Sci. Technol.
  doi: 10.1016/j.coldregions.2009.06.005
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Snippet •Snow penetration resistance was measured repeatedly below bark beetle killed trees.•Variability in snow stratigraphy was quantified with a new layer matching...
Healthy, dense forests growing in avalanche terrain reduce the likelihood of slab avalanche release by inhibiting the formation of continuous snow layers and...
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SubjectTerms algorithms
Avalanche formation
avalanches
Bark beetle
bark beetles
branches
Central European region
climate change
dead wood
death
Dendroctonus rufipennis
Earth Sciences
forest canopy
forest management
landscapes
meadows
montane forests
Picea engelmannii
Protection forest
protection forests
resistance to penetration
salvage logging
Sciences of the Universe
SMP
snow
Snow micro penetrometer
Snow stratigraphy
snowpack
stratigraphy
trees
Utah
variance
Title Effects of bark beetle attacks on forest snowpack and avalanche formation – Implications for protection forest management
URI https://dx.doi.org/10.1016/j.foreco.2019.01.052
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