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Topographic variation in the climatic change response of a larch forest in Northeastern China

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Abstract

Context

Due to the spatial heterogeneity of the disturbance regimes and community assemblages along topoclimatic gradients, the response of forest ecosystem to climate change varies at the landscape scale.

Objectives

Our objective was to quantify the possible changes in forest ecosystems and the relative effects of climate warming and fire regime changes in different topographic positions.

Methods

We used a spatially explicit model (LANDIS PRO) combined with a gap model (LINKAGES) to predict the possible response of boreal larch forests to climate and fire regime changes, and examined how this response would vary in different topographic positions.

Results

The result showed that the proportion of landscape occupied by broadleaf species increased under warming climate and frequent fires scenarios. Shifts in species composition were strongly influenced by both climate warming and more frequent fires, while changes in age structure were mainly controlled by shifts in fire regime. These responses varied in the different topographic positions, with forests in valley bottoms being most resilient to climate-fire changes and forests in uplands being more likely to shift their composition from larch-dominant to mixed forests. Such variation in the topographic response may be induced by the heterogeneities of the environmental conditions and fire regime.

Conclusions

Fire disturbance could alter the equilibrium of ecosystems and accelerate the response of forests to climate warming. These effects are largely modulated by topographic variations. Our findings suggest that it is imperative to consider topographic complexities when developing appropriate fire management policies for mitigating the effects of climate change.

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References

  • Alexander HD, Mack M, Goetz S, Beck P, Belshe E (2012a) Implications of increased deciduous cover on stand structure and aboveground carbon pools of Alaskan boreal forests. Ecosphere 3:1–21

    Article  Google Scholar 

  • Alexander HD, Mack MC (2015) A canopy shift in Interior Alaskan boreal forests: consequences for above- and belowground carbon and nitrogen pools during post-fire succession. Ecosystems 19:98–114

    Article  Google Scholar 

  • Alexander HD, Mack MC, Goetz S, Loranty MM, Beck PSA, Earl K, Zimov S, Davydov S, Thompson CC (2012b) Carbon accumulation patterns during post-fire succession in Cajander larch (Larix cajanderi) forests of Siberia. Ecosystems 15:1065–1082

    Article  CAS  Google Scholar 

  • Alexeyev V, Birdsey R, Stakanov V, Korotkov I (1995) Carbon in vegetation of Russian forests: methods to estimate storage and geographical distribution. Water Air Soil Pollut 82:271–282

    Article  CAS  Google Scholar 

  • Araujo MB, New M (2007) Ensemble forecasting of species distributions. Trends Ecol Evolut 22:42–47

    Article  Google Scholar 

  • Balshi MS, McGUIRE AD, Duffy P, Flannigan M, Walsh J, Melillo J (2009) Assessing the response of area burned to changing climate in western boreal North America using a multivariate adaptive regression splines (MARS) approach. Glob Change Biol 15:578–600

    Article  Google Scholar 

  • Beck PSA, Goetz SJ, Mack MC, Alexander HD, Jin Y, Randerson JT, Loranty M (2011) The impacts and implications of an intensifying fire regime on Alaskan boreal forest composition and albedo. Glob Change Biol 17:2853–2866

    Article  Google Scholar 

  • Bergeron Y, Gauthier S, Kafka V, Lefort P, Lesieur D (2001) Natural fire frequency for the eastern Canadian boreal forest: consequences for sustainable forestry. Can J For Res 31:384–391

    Article  Google Scholar 

  • Berner LT, Beck PS, Bunn AG, Goetz SJ (2013) Plant response to climate change along the forest-tundra ecotone in Northeastern Siberia. Glob Change Biol 19:3449–3462

    Google Scholar 

  • Bonan GB (2008) Forests and climate change: forcings, feedbacks, and the climate benefits of forests. Science 320:1444–1449

    Article  CAS  Google Scholar 

  • Bond-Lamberty B, Rocha AV, Calvin K, Holmes B, Wang C, Goulden ML (2014) Disturbance legacies and climate jointly drive tree growth and mortality in an intensively studied boreal forest. Glob Change Biol 20:216–227

    Article  Google Scholar 

  • Bu R, He HS, Hu Y, Chang Y, Larsen DR (2008) Using the LANDIS model to evaluate forest harvesting and planting strategies under possible warming climates in Northeastern China. For Ecol Manag 254:407–419

    Article  Google Scholar 

  • Cai W, Yang J, Liu Z, Hu Y, Weisberg PJ (2013) Post-fire tree recruitment of a boreal larch forest in Northeast China. For Ecol Manag 307:20–29

    Article  Google Scholar 

  • Cai WH, Yang J (2016) High-severity fire reduces early successional boreal larch forest aboveground productivity by shifting stand density in north-eastern China. Int J Wildland Fire 25:861–875

    Article  Google Scholar 

  • Chang Y, He HS, Bishop I, Hu Y, Bu R, Xu C, Li X (2007) Long-term forest landscape responses to fire exclusion in the Great Xing’an Mountains, China. Int J Wildland Fire 16:34–44

    Article  Google Scholar 

  • Chang Y, He HS, Hu Y, Bu R, Li X (2008) Historic and current fire regimes in the Great Xing’an Mountains, northeastern China: implications for long-term forest management. For Ecol Manag 254:445–453

    Article  Google Scholar 

  • Chapin FS III, Callaghan TV, Bergeron Y, Fukuda M, Johnstone J, Juday G, Zimov S (2004) Global change and the boreal forest: thresholds, shifting states or gradual change? AMBIO 33:361–365

    Article  Google Scholar 

  • Chapin FS, Randerson JT, McGuire AD, Foley JA, Field CB (2008) Changing feedbacks in the climate–biosphere system. Front Ecol Environ 6:313–320

    Article  Google Scholar 

  • Chen IC, Hill JK, Ohlemuller R, Roy DB, Thomas CD (2011) Rapid range shifts of species associated with high levels of climate warming. Science 333:1024–1026

    Article  CAS  Google Scholar 

  • Conard SG, Ivanova GA (1997) Wildfire in Russian boreal forests - Potential impacts of fire regime characteristics on emissions and global carbon balance estimates. Environ Pollut 98:305–313

    Article  CAS  Google Scholar 

  • Dai L, Korolev KS, Gore J (2013) Slower recovery in space before collapse of connected populations. Nature 496:355–358

    Article  CAS  Google Scholar 

  • Dixon RK, Brown S, Houghton RA, Solomon AM, Trexler MC, Wisniewski J (1994) Carbon pools and flux of global forest ecosystems. Science 263:185–189

    Article  CAS  Google Scholar 

  • Duveneck MJ, Scheller RM (2016) Measuring and managing resistance and resilience under climate change in northern Great Lake forests (USA). Landscape Ecol 31:669–686

    Article  Google Scholar 

  • Edenhofer O, Seyboth K (2013) Intergovernmental panel on climate change (IPCC). Encycl Energy Nat Resour Environ Econ 26:48–56

    Google Scholar 

  • Euskirchen ES, McGuire AD, Rupp TS, Chapin FS, Walsh JE (2009) Projected changes in atmospheric heating due to changes in fire disturbance and the snow season in the western Arctic 2003–2100. J Geophys Res 114:G04022

    Article  Google Scholar 

  • Fang L, Yang J, Zu J, Li G, Zhang J (2015) Quantifying influences and relative importance of fire weather, topography, and vegetation on fire size and fire severity in a Chinese boreal forest landscape. For Ecol Manag 356:2–12

    Article  Google Scholar 

  • Field CB, Lobell DB, Peters HA, Chiariello NR (2007) Feedbacks of terrestrial ecosystems to climate change. Annu Rev Environ Resour 32:1–29

    Article  Google Scholar 

  • Furyaev VV, Vaganov EA, Tchebakova NM, Valendik EN (2001) Effects of fire and climate on successions and structural changes in the Siberian boreal forest. Eurasian J For Res 2:1–15

    Google Scholar 

  • Ge ZM, Kellomäki S, Peltola H, Zhou X, Väisänen H, Strandman H (2013) Impacts of climate change on primary production and carbon sequestration of boreal Norway spruce forests: Finland as a model. Clim Change 118:259–273

    Article  CAS  Google Scholar 

  • Gower ST, Richards JH (1990) Larches: deciduous conifers in an evergreen world. Bioscience 40:818–826

    Article  Google Scholar 

  • Gustafson EJ, Shvidenko AZ, Sturtevant BR, Scheller RM (2010) Predicting global change effects on forest biomass and composition in south-central Siberia. Ecol Appl 20:700–715

    Article  Google Scholar 

  • He HS, Hao Z, Mladenoff DJ, Shao G, Hu Y, Chang Y (2005) Simulating forest ecosystem response to climate warming incorporating spatial effects in north-eastern China. J Biogeogr 32:2043–2056

    Article  Google Scholar 

  • He HS, Mladenoff DJ (1999) Spatially explicit and stochastic simulation of forest-landscape fire disturbance and succession. Ecology 80:81–99

    Article  Google Scholar 

  • He HS, Mladenoff DJ, Crow TR (1999) Linking an ecosystem model and a landscape model to study forest species response to climate warming. Ecol Model 114:213–233

    Article  Google Scholar 

  • Higuera PE (2015) Taking time to consider the causes and consequences of large wildfires. Proc Natl Acad Sci USA 112:13137–13138

    Article  CAS  Google Scholar 

  • Huang C, He HS, Hawbaker TJ, Liang Y, Gong P, Wu Z, Zhu Z (2017) A coupled modeling framework for predicting ecosystem carbon dynamics in boreal forests. Environ Model Softw 93:332–343

    Article  Google Scholar 

  • Ito A (2005) Modelling of carbon cycle and fire regime in an east Siberian larch forest. Ecol Model 187:121–139

    Article  Google Scholar 

  • James PMA, Fortin MJ, Fall A, Kneeshaw D, Messier C (2007) The Effects of Spatial Legacies following Shifting Management Practices and Fire on Boreal Forest Age Structure. Ecosystems 10:1261–1277

    Article  Google Scholar 

  • Johnstone JF, Chapin F III, Foote J, Kemmett S, Price K, Viereck L (2004) Decadal observations of tree regeneration following fire in boreal forests. Can J For Res 34:267–273

    Article  Google Scholar 

  • Johnstone JF, Chapin FS, Hollingsworth TN, Mack MC, Romanovsky V, Turetsky M (2010) Fire, climate change, and forest resilience in interior Alaska. Can J For Res 40:1302–1312

    Article  Google Scholar 

  • Kajimoto T, Osawa A, Usoltsev V, Abaimov A (2010) Biomass and productivity of Siberian larch forest ecosystems. Permafrost Ecosystems. Springer, Berlin/Heidelberg, pp 99–122

    Chapter  Google Scholar 

  • Kashian DM, Romme WH, Tinker DB, Turner MG, Ryan MG (2013) Post-fire changes in forest carbon storage over a 300-year chronosequence of Pinus contorta-dominated forests. Ecol Monogr 83:49–66

    Article  Google Scholar 

  • Kashian DM, Turner MG, Romme WH, Lorimer CG (2005) Variability and convergence in stand structural development on a fire-dominated subalpine landscape. Ecology 86:643–654

    Article  Google Scholar 

  • Li C, Flannigan MD, Corns IGW (2000) Influence of potential climate change on forest landscape dynamics of west-central Alberta. Can J For Res 30:1905–1912

    Article  Google Scholar 

  • Li X, He HS, Wu Z, Liang Y, Schneiderman JE (2013) Comparing effects of climate warming, fire, and timber harvesting on a boreal forest landscape in northeastern China. PLoS ONE 8:e59747

    Article  CAS  Google Scholar 

  • Liang Y, He HS, Wu ZW, Yang J (2014) Effects of environmental heterogeneity on predictions of tree species’ abundance in response to climate warming. Environ Model Softw 59:222–231

    Article  Google Scholar 

  • Liu Y, Stanturf J, Goodrick S (2010a) Trends in global wildfire potential in a changing climate. For Ecol Manag 259:685–697

    Article  Google Scholar 

  • Liu Z, He HS, Chang Y, Hu Y (2010b) Analyzing the effectiveness of alternative fuel reductions of a forested landscape in Northeastern China. For Ecol Manag 259:1255–1261

    Article  Google Scholar 

  • Liu Z, Yang J, Chang Y, Weisberg PJ, He HS (2012) Spatial patterns and drivers of fire occurrence and its future trend under climate change in a boreal forest of Northeast China. Glob Change Biol 18:2041–2056

    Article  Google Scholar 

  • Liu Z, Yang J, He HS (2013) Identifying the threshold of dominant controls on fire spread in a boreal forest landscape of Northeast China. PLoS ONE 8:e55618

    Article  CAS  Google Scholar 

  • Lucash MS, Scheller RM, Gustafson EJ, Sturtevant BR (2017) Spatial resilience of forested landscapes under climate change and management. Landscape Ecol 32:953–969

    Article  Google Scholar 

  • Mack MC, Treseder KK, Manies KL, Harden JW, Schuur EAG, Vogel JG, Randerson JT, Chapin FS (2008) Recovery of aboveground plant biomass and productivity after fire in mesic and dry black spruce forests of interior alaska. Ecosystems 11:209–225

    Article  Google Scholar 

  • Mladenoff DJ, He HS (1999) Design, behavior and application of LANDIS, an object-oriented model of forest landscape disturbance and succession. Spatial modeling of forest landscape change: approaches and applications. Cambridge University Press, Cambridge, pp 125–162

    Google Scholar 

  • Pastor J, Post WM (1985) Development of a linked forest productivity-soil process model

  • Price DT, Cooke BJ, Metsaranta JM, Kurz WA (2015) If forest dynamics in Canada’s west are driven mainly by competition, why did they change? Half-century evidence says: climate change. Proc Natl Acad Sci USA 112:E4340

    Article  CAS  Google Scholar 

  • R Core Team (2013) R: a language and environment for statistical computing. (R Foundation for Statistical Computing: Vienna, Austria). http://www.R-project.org/

  • Ramirez-Villegas J, Challinor AJ, Thornton PK, Jarvis A (2013) Implications of regional improvement in global climate models for agricultural impact research. Environ Res Lett 8:24018

    Article  Google Scholar 

  • Randerson JT, Liu H, Flanner MG, Chambers SD, Jin Y, Hess PG, Pfister G, Mack MC, Treseder KK, Welp LR (2006) The impact of boreal forest fire on climate warming. Science 341:1130–1132

    Article  Google Scholar 

  • Scheller RM, Mladenoff DJ (2004) A forest growth and biomass module for a landscape simulation model, LANDIS: design, validation, and application. Ecol Model 180:211–229

    Article  Google Scholar 

  • Scheller RM, Mladenoff DJ (2005) A spatially interactive simulation of climate change, harvesting, wind, and tree species migration and projected changes to forest composition and biomass in northern Wisconsin, USA. Glob Change Biol 11:307–321

    Article  Google Scholar 

  • Schwartz NB, Urban DL, White PS, Moody A, Klein RN (2016) Vegetation dynamics vary across topographic and fire severity gradients following prescribed burning in Great Smoky Mountains National Park. For Ecol Manag 365:107–118

    Article  Google Scholar 

  • Seidl R, Spies TA, Peterson DL, Stephens SL, Hiche JA (2016) Searching for resilience: addressing the impacts of changing disturbance regimes on forest ecosystem services. J Appl Ecol 53:120–129

    Article  Google Scholar 

  • Shryock DF, Esque TC, Chen FC (2015) Topography and climate are more important drivers of long-term, post-fire vegetation assembly than time-since-fire in the Sonoran Desert, US. J Veg Sci 26:1134–1147

    Article  Google Scholar 

  • Smithwick E, Ryan M, Kashian D, Romme W, Tinker D, Turner M (2009) Modeling the effects of fire and climate change on carbon and nitrogen storage in lodgepole pine (Pinus contorta) stands. Glob Change Biol 15:535–548

    Article  Google Scholar 

  • Tautenhahn S, Lichstein JW, Jung M, Kattge J, Bohlman SA, Heilmeier H, Prokushkin A, Kahl A, Wirth C (2016) Dispersal limitation drives successional pathways in Central Siberian forests under current and intensified fire regimes. Glob Change Biol 22:2178–2197

    Article  Google Scholar 

  • Turner MG (2010) Disturbance and landscape dynamics in a changing world. Ecology 91:2833–2849

    Article  Google Scholar 

  • Wang WJ, He HS, Fraser JS, Thompson FR, Shifley SR, Spetich MA (2014) LANDIS PRO: a landscape model that predicts forest composition and structure changes at regional scales. Ecography 37:225–229

    Article  Google Scholar 

  • Xu HC (1998) Forests in the Great Xing’an Mountains of China. Science Press, Beijing

    Google Scholar 

  • Yang J, He HS, Shifley SR, Thompson FR, Zhang Y (2011) An innovative computer design for modeling forest landscape change in very large spatial extents with fine resolutions. Ecol Model 222:2623–2630

    Article  Google Scholar 

  • Yang J, Weisberg PJ, Shinneman DJ, Dilts TE, Earnst SL, Scheller RM (2015) Fire modulates climate change response of simulated aspen distribution across topoclimatic gradients in a semi-arid montane landscape. Landscape Ecol 30:1055–1073

    Article  Google Scholar 

  • Zhang Y, Liang S (2014) Surface radiative forcing of forest disturbances over northeastern China. Environ Res Lett 9:69–75

    Google Scholar 

  • Zhou Y (1991) Vegetation of Da Hinggan Ling in China. Science Press, Beijing

    Google Scholar 

Download references

Acknowledgements

This research was funded by the National Key Research and Development Program of China (2017YFA0604403), the National Natural Science Foundation of China (Project No. 31270511, 41222004, 31470517, 31500387 & 41501200), CAS Interdisciplinary Innovation Team, and the Hundred Talent Program of the Chinese Academy of Sciences. The authors thank Xu Luo and Xiaona Li for their help in parameterizing LANDIS PRO. We also thank three anonymous reviewers and academic editor for comments that improved this manuscript.

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Correspondence to Jian Yang.

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Cai, W.H., Yang, Y.Z., Yang, J. et al. Topographic variation in the climatic change response of a larch forest in Northeastern China. Landscape Ecol 33, 2013–2029 (2018). https://doi.org/10.1007/s10980-018-0711-3

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