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Published in: Landscape and Ecological Engineering 3/2021

17-04-2021 | Special Feature: Original Paper

Effects of large-scale forest fire followed by illegal logging on the regeneration of boreal forests in Mongolia

Authors: Keiji Sakamoto, Misaki Tomonari, Uyanga Ariya, Erika Nakagiri, Tetsuya K. Matsumoto, Yasuaki Akaji, Takashi Otoda, Muneto Hirobe, Baatarbileg Nachin

Published in: Landscape and Ecological Engineering | Issue 3/2021

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Abstract

We aimed to test the hypothesis that large-scale forest fire followed by illegal logging inhibits the regeneration of boreal forests in Mongolia. For this purpose, we compared regeneration of the forest between five stands in a large-scale post-fire site, i.e., (1) undisturbed stand in the unburnt and remaining forest, (2) stand disturbed by illegal logging in the unburnt and remaining forest, (3) stand disturbed by forest fire, (4) stand disturbed by forest fire followed by illegal logging and located in proximity to the remaining forest, which acts as a seed source, and (5) stand disturbed by forest fire followed by illegal logging and located far from the remaining forest, which acts as a seed source. The stand disturbed by logging showed similar species composition of regenerated individuals as the undisturbed stand. In the stand disturbed by logging, Picea obovata and Pinus sibirica were abundant because of advance regeneration on the intact forest floor. In the stand disturbed by forest fire and that disturbed by forest fire followed by illegal logging, Larix sibirica and Betula platyphylla were abundant, and the regenerated individuals of these two species were new individuals after the disturbances. L. sibirica was abundant in the stand disturbed by forest fire because the mother trees survived the forest fire because of their thick bark. B. platyphylla was abundant in the stand disturbed by forest fire followed by illegal logging because the mother trees of L. sibirica were logged and the seeds of B. platyphylla are able to disperse further than that of L. sibirica. However, in the stand disturbed by forest fire followed by illegal logging that was located far from the remaining forest, the regeneration was much reduced because only few seeds, including that of B. platyphylla, were dispersed into this stand and sprouts of B. platyphylla were damaged by the logging operation. In addition, the regeneration of L. sibirica and B. platyphylla was likely to have been reduced for several years after the forest fire because of the loss of safe sites for their invasion by the changes of the forest floor conditions. Therefore, it is likely that large-scale forest fires that are followed by illegal logging inhibit the regeneration in many parts of the post-fire site and those parts will change into open forests of B. platyphylla or grassland.

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Literature
go back to reference Angelstam P, Kuuluvainen T (2004) Boreal forest disturbance regimes, successional dynamics and landscape structures—a European perspective. Ecol Bull 51:117–136 Angelstam P, Kuuluvainen T (2004) Boreal forest disturbance regimes, successional dynamics and landscape structures—a European perspective. Ecol Bull 51:117–136
go back to reference Asselin H, Fortin MJ, Bergeron Y (2001) Spatial distribution of late-successional coniferous species regeneration following disturbance in southwestern Quebec boreal forest. For Ecol Manag 140:29–37CrossRef Asselin H, Fortin MJ, Bergeron Y (2001) Spatial distribution of late-successional coniferous species regeneration following disturbance in southwestern Quebec boreal forest. For Ecol Manag 140:29–37CrossRef
go back to reference Bergeron Y (2000) Species and stand dynamics in the mixed woods of Quebec’s southern boreal forest. Ecology 81:1500–1516CrossRef Bergeron Y (2000) Species and stand dynamics in the mixed woods of Quebec’s southern boreal forest. Ecology 81:1500–1516CrossRef
go back to reference Bonan GB, Shugart HH (1989) Environmental factors and ecological processes in boreal forests. Annu Rev Ecol Syst 20:1–28CrossRef Bonan GB, Shugart HH (1989) Environmental factors and ecological processes in boreal forests. Annu Rev Ecol Syst 20:1–28CrossRef
go back to reference Budzáková M, Galvánek D, Littera P, Šibík J (2013) The wind and fire disturbance in Central European mountain spruce forests: the regeneration after four years. Acta Soc Bot Pol 82:13–24CrossRef Budzáková M, Galvánek D, Littera P, Šibík J (2013) The wind and fire disturbance in Central European mountain spruce forests: the regeneration after four years. Acta Soc Bot Pol 82:13–24CrossRef
go back to reference Charron I, Greene DF (2002) Post-wildfire seedbeds and tree establishment in the southern mixedwood boreal forest. Can J For Res 32:1607–1615CrossRef Charron I, Greene DF (2002) Post-wildfire seedbeds and tree establishment in the southern mixedwood boreal forest. Can J For Res 32:1607–1615CrossRef
go back to reference Chenlemuge T, Hertel D, Dulamsuren C, Khishigjargal M, Leuschner C, Hauck M (2013) Extremely low fine root biomass in Larix sibirica forests at the southern drought limit of the boreal forest. Flora 208:488–496CrossRef Chenlemuge T, Hertel D, Dulamsuren C, Khishigjargal M, Leuschner C, Hauck M (2013) Extremely low fine root biomass in Larix sibirica forests at the southern drought limit of the boreal forest. Flora 208:488–496CrossRef
go back to reference Davi NK, Jacoby GC, D’Arrigo RD, Baatarbileg N, Jinbaoa L, Curtisa AE (2009) A tree-ring-based drought index reconstruction for far-western Mongolia: 1565–2004. Int J Climatol 29:1508–1514CrossRef Davi NK, Jacoby GC, D’Arrigo RD, Baatarbileg N, Jinbaoa L, Curtisa AE (2009) A tree-ring-based drought index reconstruction for far-western Mongolia: 1565–2004. Int J Climatol 29:1508–1514CrossRef
go back to reference Dulamsuren C, Hauck M, Bader M, Osokhjargal D, Oyungerel S, Nyambayar S, Runge M, Leuschner C (2009) Water relations and photosynthetic performance in Larix sibirica growing in the forest-steppe ecotone of northern Mongolia. Tree Physiol 29:99–110PubMedCrossRef Dulamsuren C, Hauck M, Bader M, Osokhjargal D, Oyungerel S, Nyambayar S, Runge M, Leuschner C (2009) Water relations and photosynthetic performance in Larix sibirica growing in the forest-steppe ecotone of northern Mongolia. Tree Physiol 29:99–110PubMedCrossRef
go back to reference Dulamsuren C, Hauck M, Khishigjarga M, Leuschner HH, Leuschner C (2010a) Diverging climate trends in Mongolian taiga forests influence growth and regeneration of Larix sibirica. Oecologia 163:1091–1102PubMedPubMedCentralCrossRef Dulamsuren C, Hauck M, Khishigjarga M, Leuschner HH, Leuschner C (2010a) Diverging climate trends in Mongolian taiga forests influence growth and regeneration of Larix sibirica. Oecologia 163:1091–1102PubMedPubMedCentralCrossRef
go back to reference Dulamsuren C, Hauck M, Leuschner C (2010b) Recent drought stress leads to growth reductions in Larix sibirica in the western Khentey Mongolia. Glob Change Biol 16:3024–3035 Dulamsuren C, Hauck M, Leuschner C (2010b) Recent drought stress leads to growth reductions in Larix sibirica in the western Khentey Mongolia. Glob Change Biol 16:3024–3035
go back to reference Dulamsuren C, Wommelsdorf T, Zhao F, Xue Y, Zhumadilov BZ, Leuschner C, Hauck M (2013) Increased summer temperatures reduce the growth and regeneration of Larix sibirica in Southern Boreal Forests of Eastern Kazakhstan. Ecosystems. 16:1536–1549CrossRef Dulamsuren C, Wommelsdorf T, Zhao F, Xue Y, Zhumadilov BZ, Leuschner C, Hauck M (2013) Increased summer temperatures reduce the growth and regeneration of Larix sibirica in Southern Boreal Forests of Eastern Kazakhstan. Ecosystems. 16:1536–1549CrossRef
go back to reference Gauthier S, Boucher D, Morissette J, de Grandpre´ L, (2010) Fifty-seven years of composition change in the eastern boreal forest of Canada. J Veg Sci 21:772–785 Gauthier S, Boucher D, Morissette J, de Grandpre´ L, (2010) Fifty-seven years of composition change in the eastern boreal forest of Canada. J Veg Sci 21:772–785
go back to reference Greene DF, Zasada JC, Sirois-Kneeshaw LD, Morin H, Charron I, Simard M-J (1999) A review of the regeneration dynamics of North American boreal forest tree species. Can J For Res 29:824–839CrossRef Greene DF, Zasada JC, Sirois-Kneeshaw LD, Morin H, Charron I, Simard M-J (1999) A review of the regeneration dynamics of North American boreal forest tree species. Can J For Res 29:824–839CrossRef
go back to reference Greene DF, Johnson EA (2000) Tree recruitment from burn edges. Can J For Res 30:1264–1274CrossRef Greene DF, Johnson EA (2000) Tree recruitment from burn edges. Can J For Res 30:1264–1274CrossRef
go back to reference Grigorievaa AV, Moiseevb PA (2018) Peculiarities and determinants of regeneration of Siberian larch on the upper limit of its growth in the Urals. Contemp Probl Ecol 11:13–25CrossRef Grigorievaa AV, Moiseevb PA (2018) Peculiarities and determinants of regeneration of Siberian larch on the upper limit of its growth in the Urals. Contemp Probl Ecol 11:13–25CrossRef
go back to reference Gromesev A (2002) Natural disturbance dynamics in the boreal forests of European Russia: a review. Silva Fenn 36:41–55 Gromesev A (2002) Natural disturbance dynamics in the boreal forests of European Russia: a review. Silva Fenn 36:41–55
go back to reference Harrington MG (2013) Duff mound consumption and cambium injury for centuries-old western larch from prescribed burning in western Montana. Int J Wildland Fire 22:359–367CrossRef Harrington MG (2013) Duff mound consumption and cambium injury for centuries-old western larch from prescribed burning in western Montana. Int J Wildland Fire 22:359–367CrossRef
go back to reference Homma K, Takahashi K, Hara T, Vetrova VP, Vyatkina MP, Florenzev S (2003) Regeneration processes of a boreal forest in Kamchatka with special reference to the contribution of sprouting to population maintenance. Plant Ecol 166:25–35CrossRef Homma K, Takahashi K, Hara T, Vetrova VP, Vyatkina MP, Florenzev S (2003) Regeneration processes of a boreal forest in Kamchatka with special reference to the contribution of sprouting to population maintenance. Plant Ecol 166:25–35CrossRef
go back to reference Ilisson T, Chen HYH (2009) Response of six boreal tree species to stand replacing fire and clearcutting. Ecosystems 12:820–829CrossRef Ilisson T, Chen HYH (2009) Response of six boreal tree species to stand replacing fire and clearcutting. Ecosystems 12:820–829CrossRef
go back to reference Johnson D, Oyunsanaa B, Myers RL and Babler M (2009) Fire Management Assessment of the Eastern Steppe, Mongolia. GFI technical report 2009–1a. The Nature Conservancy, Arlington, VA. 38pp Johnson D, Oyunsanaa B, Myers RL and Babler M (2009) Fire Management Assessment of the Eastern Steppe, Mongolia. GFI technical report 2009–1a. The Nature Conservancy, Arlington, VA. 38pp
go back to reference Johnstone JF, Chapin FS III, Foote J, Kemmett K, Price K, Viereck L (2004) Decadal observation of tree regeneration following fire in boreal forests. Can J For Res 34:267–273CrossRef Johnstone JF, Chapin FS III, Foote J, Kemmett K, Price K, Viereck L (2004) Decadal observation of tree regeneration following fire in boreal forests. Can J For Res 34:267–273CrossRef
go back to reference Kishchuk BE, Thiffault E, Lorente M, Keddy QT, T, Sidders D, (2015) Decadal soil and stand response to fire, harvest, and salvage-logging disturbances in the western boreal mixedwood forest of Alberta, Canada. Can J For Res 45:141–152CrossRef Kishchuk BE, Thiffault E, Lorente M, Keddy QT, T, Sidders D, (2015) Decadal soil and stand response to fire, harvest, and salvage-logging disturbances in the western boreal mixedwood forest of Alberta, Canada. Can J For Res 45:141–152CrossRef
go back to reference Kojima S (1994) Boreal ecosystems and global climatic warming. Jpn J Ecol 44:105–113 ((in Japanese)) Kojima S (1994) Boreal ecosystems and global climatic warming. Jpn J Ecol 44:105–113 ((in Japanese))
go back to reference Kuuluvainen T, Kalmari R (2003) Regeneration microsites of Picea abies in a windthrow area of a boreal old-growth forest in southern Finland. Ann Bot Fennici 40:401–413 Kuuluvainen T, Kalmari R (2003) Regeneration microsites of Picea abies in a windthrow area of a boreal old-growth forest in southern Finland. Ann Bot Fennici 40:401–413
go back to reference Leverkus AB, Lindenmayer DB, Thorn S, Gustafsson L (2018) Salvage logging in the world’s forest: Interactions between natural disturbance and logging need recognition. Global Ecol Biogeogr 27:1140–1154CrossRef Leverkus AB, Lindenmayer DB, Thorn S, Gustafsson L (2018) Salvage logging in the world’s forest: Interactions between natural disturbance and logging need recognition. Global Ecol Biogeogr 27:1140–1154CrossRef
go back to reference Li H, Kawada K, Ohashi H, Jamsran U, Hu X, Tamura K, Kamijo T (2019) Regeneration of Larix sibirica boreal forest patches in the forest-steppe ecotone in Gorkhi Terelj National Park, Mongolia. J For Res 24:52–60CrossRef Li H, Kawada K, Ohashi H, Jamsran U, Hu X, Tamura K, Kamijo T (2019) Regeneration of Larix sibirica boreal forest patches in the forest-steppe ecotone in Gorkhi Terelj National Park, Mongolia. J For Res 24:52–60CrossRef
go back to reference Masaka K, Ohno Y, Yamada K (2000) Fire tolerance and the fire-related sprouting characteristics of two cool-temperate broad-leaved tree species. Ann Bot 85:137–142CrossRef Masaka K, Ohno Y, Yamada K (2000) Fire tolerance and the fire-related sprouting characteristics of two cool-temperate broad-leaved tree species. Ann Bot 85:137–142CrossRef
go back to reference Nyamjav B, Goldammer JG, Uibrig H (2007) The forest fire situation in Mongolia. Int For Fore News 36:46–66 Nyamjav B, Goldammer JG, Uibrig H (2007) The forest fire situation in Mongolia. Int For Fore News 36:46–66
go back to reference Oksanen J, Blanchet FG, Friendly M, Kindt R, Legendre P, McGlinn D, Minchin PR, O'Hara RB, Simpson GL, Solymos P, Stevens MHH, Szoecs E, Wagner H (2018) Package 'vegan': community ecology package. R Package version 2.5–2. Oksanen J, Blanchet FG, Friendly M, Kindt R, Legendre P, McGlinn D, Minchin PR, O'Hara RB, Simpson GL, Solymos P, Stevens MHH, Szoecs E, Wagner H (2018) Package 'vegan': community ecology package. R Package version 2.5–2.
go back to reference Otoda T, Sakamoto K, Hirobe M, Undarmaa J, Yoshikawa K (2013) Influences of anthropogenic disturbances on the dynamics of white birch (Betula platyphylla) forests at the southern boundary of the Mongolian forest-steppe. J For Res 18:82–92CrossRef Otoda T, Sakamoto K, Hirobe M, Undarmaa J, Yoshikawa K (2013) Influences of anthropogenic disturbances on the dynamics of white birch (Betula platyphylla) forests at the southern boundary of the Mongolian forest-steppe. J For Res 18:82–92CrossRef
go back to reference Otada T, Doi T, Sakamoto K, Hirobe M, Baatarbileg N, Yoshikawa K (2013) Frequent fires may alter the future composition of the boreal forest in northern Mongolia. J For Res 18:246–255CrossRef Otada T, Doi T, Sakamoto K, Hirobe M, Baatarbileg N, Yoshikawa K (2013) Frequent fires may alter the future composition of the boreal forest in northern Mongolia. J For Res 18:246–255CrossRef
go back to reference Perala DA, Alm AA (1990) Reproductive ecology of birch: a review. For Ecol Manag 32:1–38CrossRef Perala DA, Alm AA (1990) Reproductive ecology of birch: a review. For Ecol Manag 32:1–38CrossRef
go back to reference Purdon M, Brais S, Bergeron Y (2004) Initial response of understorey vegetation to fire severity and salvage-logging in the southern boreal forest of Québec. Appl Veg Sci 7:49–60CrossRef Purdon M, Brais S, Bergeron Y (2004) Initial response of understorey vegetation to fire severity and salvage-logging in the southern boreal forest of Québec. Appl Veg Sci 7:49–60CrossRef
go back to reference R Development Core Team (2018) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria R Development Core Team (2018) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria
go back to reference Sachro LL, Strong WL, Gated CC (2005) Prescribed burning effects on summer elk forage availability in the subalpine zone, Banff National Park. Canada J Env Manag 77:183–193 Sachro LL, Strong WL, Gated CC (2005) Prescribed burning effects on summer elk forage availability in the subalpine zone, Banff National Park. Canada J Env Manag 77:183–193
go back to reference Sato T, Kimura F, Kitoh A (2007) Projection of global warming onto regional precipitation over Mongolia using a regional climate model. J Hydrol 333:144–154CrossRef Sato T, Kimura F, Kitoh A (2007) Projection of global warming onto regional precipitation over Mongolia using a regional climate model. J Hydrol 333:144–154CrossRef
go back to reference Schulze E-D, Wirth C, Mollicone D, Ziegler W (2005) Succession after stand replacing disturbances by fire, wind throw, and insects in the dark Taiga of Central Siberia. Oecologia 146:77–88PubMedCrossRef Schulze E-D, Wirth C, Mollicone D, Ziegler W (2005) Succession after stand replacing disturbances by fire, wind throw, and insects in the dark Taiga of Central Siberia. Oecologia 146:77–88PubMedCrossRef
go back to reference Seiwa K, Kikuzawa K (1996) Importance of seed size for the establishment of seedlings of five deciduous broad-leaved tree species. Vegetatio 123:51–64CrossRef Seiwa K, Kikuzawa K (1996) Importance of seed size for the establishment of seedlings of five deciduous broad-leaved tree species. Vegetatio 123:51–64CrossRef
go back to reference Shorohova E, Kuuluvainen T, Kangur A (2009) Natural stand structures, disturbance regimes and successional dynamics in the Eurasian boreal forests: a review with special reference to Russian studies. Ann For Sci 66:1–20CrossRef Shorohova E, Kuuluvainen T, Kangur A (2009) Natural stand structures, disturbance regimes and successional dynamics in the Eurasian boreal forests: a review with special reference to Russian studies. Ann For Sci 66:1–20CrossRef
go back to reference Tanaka A, Yamamura Y, Nakano T (2008) Effects of forest-floor avalanche disturbance on the structure and dynamics of a subalpine forest near the forest limit on Mt. Fuji. Ecol Res 23:71–81CrossRef Tanaka A, Yamamura Y, Nakano T (2008) Effects of forest-floor avalanche disturbance on the structure and dynamics of a subalpine forest near the forest limit on Mt. Fuji. Ecol Res 23:71–81CrossRef
go back to reference Tsogtbaatar J (2004) Deforestation and reforestation needs in Mongolia. For Ecol Manag 201:57–63CrossRef Tsogtbaatar J (2004) Deforestation and reforestation needs in Mongolia. For Ecol Manag 201:57–63CrossRef
go back to reference Uemural S, Kanda F, Isaev AP, Tsuili T (1997) Forest structure and succession in southeastern Siberia. Veg Sci 4:119–127 Uemural S, Kanda F, Isaev AP, Tsuili T (1997) Forest structure and succession in southeastern Siberia. Veg Sci 4:119–127
go back to reference Waldron K, Ruel J-C, Gauthier S (2013) Forest structural attributes after windthrow and consequent of salvage logging. For Ecol Manag 289:28–37CrossRef Waldron K, Ruel J-C, Gauthier S (2013) Forest structural attributes after windthrow and consequent of salvage logging. For Ecol Manag 289:28–37CrossRef
go back to reference Waldron K, Ruel J-C, Gauthier S, Grandpré LD, Peterson CJ (2014) Effects of post-windthrow salvage logging on microsites, plant composition and regeneration. Appl Veg Sci 17:323–337CrossRef Waldron K, Ruel J-C, Gauthier S, Grandpré LD, Peterson CJ (2014) Effects of post-windthrow salvage logging on microsites, plant composition and regeneration. Appl Veg Sci 17:323–337CrossRef
go back to reference Wirth C (2005) Fire regime and tree diversity in boreal forests: Implications for the carbon cycle. In: Scherer-Larenzen M, Korner C, Schulze E-D (eds.) Forest Diversity and Function: Temperate and Boreal Systems. Ecological Studies 176 pp309–344. Springer Verlag, Berlin, Heidelberg Wirth C (2005) Fire regime and tree diversity in boreal forests: Implications for the carbon cycle. In: Scherer-Larenzen M, Korner C, Schulze E-D (eds.) Forest Diversity and Function: Temperate and Boreal Systems. Ecological Studies 176 pp309–344. Springer Verlag, Berlin, Heidelberg
go back to reference Yanatov AA, Dashnima B, Gerbikh AA (1979) Vegetation map of the Mongolia People’s Republic. Naukia, Moscow Yanatov AA, Dashnima B, Gerbikh AA (1979) Vegetation map of the Mongolia People’s Republic. Naukia, Moscow
go back to reference Yatagai A, Yasunari T (1994) Trends and decadal-scale fluctuation pf surface air temperature and precipitation over China and Mongolia during the recent 40 year period (1951–1990). J Meteorol Soc Jpn 72:937–957CrossRef Yatagai A, Yasunari T (1994) Trends and decadal-scale fluctuation pf surface air temperature and precipitation over China and Mongolia during the recent 40 year period (1951–1990). J Meteorol Soc Jpn 72:937–957CrossRef
go back to reference Zhu JJ, Liu ZG, Wang HX, Yan QL, Fang HY, Hu LL, Yu LZ (2008) Effects of site preparation on emergence and early establishment of Larix olgensis in montane regions of northeastern China. New For 36:247–260CrossRef Zhu JJ, Liu ZG, Wang HX, Yan QL, Fang HY, Hu LL, Yu LZ (2008) Effects of site preparation on emergence and early establishment of Larix olgensis in montane regions of northeastern China. New For 36:247–260CrossRef
Metadata
Title
Effects of large-scale forest fire followed by illegal logging on the regeneration of boreal forests in Mongolia
Authors
Keiji Sakamoto
Misaki Tomonari
Uyanga Ariya
Erika Nakagiri
Tetsuya K. Matsumoto
Yasuaki Akaji
Takashi Otoda
Muneto Hirobe
Baatarbileg Nachin
Publication date
17-04-2021
Publisher
Springer Japan
Published in
Landscape and Ecological Engineering / Issue 3/2021
Print ISSN: 1860-1871
Electronic ISSN: 1860-188X
DOI
https://doi.org/10.1007/s11355-021-00457-8

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