Skip to main content

Advertisement

Log in

The landscape-level effect of individual-owner adaptation to climate change in Dutch forests

  • Original Article
  • Published:
Regional Environmental Change Aims and scope Submit manuscript

Abstract

Climate change can severely impact forest landscape and the ecosystem services provided. Forest management decisions (with or without anticipation of climate change) are made by each forest owner individually. Within a forest landscape, anticipation of climate change will thus reflect the different attitudes of the different owners. Many forest-based ecosystem services integrate the effect of the management strategies of different owners at a landscape scale. Some ecosystem services are enjoyed privately by the forest owners; others are enjoyed publicly without clear feedback to the individual owners. Here we use a spatially explicit simulation of a forest landscape in the Netherlands. This landscape is managed by a patchwork of different forest owners with different objectives: from strict nature reserve to more timber production oriented. We simulate the development of the forest landscape under different climatic scenarios and with different management scenarios to adapt the forest to anticipated climate change. We evaluate the impact of these scenarios using indicators for six ecosystem services. Both climate change and anticipation of climate change can severely affect the provisioning of ecosystem services by the forest landscape. Precautionary management, designed to minimise damage from climate change, was able to balance, at the landscape level, the effect of changes in ecosystem services and avoids landscape shifts between privately and publicly enjoyed ecosystem services. On the other hand, a scenario mainly consisting of management schemes that tried to extract extra (private) benefits from anticipated climate change would greatly reduce the supply of the other (publicly enjoyed) ecosystem services at the landscape level.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • Agee JK, Skinner CN (2005) Basic principles of forest fuel reduction treatments. For Ecol Manag 211:83–96. http://dx.doi.org/10.1016/j.foreco.2005.01.034

  • Anomymous (2013) Risicokaart Nederland. http://nederland.risicokaart.nl

  • Bijlsma RJ et al. (2008) Natura 2000 habitattypen in Gelderland. Alterra, Wageningen. http://edepot.wur.nl/26223

  • Blennow K, Andersson M, Bergh J, Sallnäs O, Olofsson E (2010) Potential climate change impacts on the probability of wind damage in a south Swedish forest. Clim Change 99:261–278. doi:10.1007/s10584-009-9698-8

    Article  Google Scholar 

  • Boosten M, Groot Cd, Briel Jvd (2009) Inventarisatie van de onstaans- en escalatierisico’s van natuurbranden op de Veluwe. Stichting Probos, Wageningen. http://www.probos.nl/home/pdf/RapportNatuurbrandenNov2010.pdf

  • Briceño-Elizondo E, Jäger D, Lexer MJ, Garcia-Gonzalo J, Peltola H, Kellomäki S (2008) Multi-criteria evaluation of multi-purpose stand treatment programmes for Finnish boreal forests under changing climate. Ecol Indic 8:26–45. http://dx.doi.org/10.1016/j.ecolind.2006.12.001

  • Briner S, Elkin C, Huber R, Grêt-Regamey A (2012) Assessing the impacts of economic and climate changes on land-use in mountain regions: a spatial dynamic modeling approach. Agric Ecosyst Environ 149:50–63. http://dx.doi.org/10.1016/j.agee.2011.12.011

  • Brown JKS, Jane Kapler (2000) Wildland fire in ecosystems: effects of fire on flora. U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station. http://www.treesearch.fs.fed.us/pubs/4554

  • Bugmann HKM (1996) A simplified forest model to study species composition along climate gradients. Ecology 77:2055–2074. doi:10.2307/2265700

    Article  Google Scholar 

  • Bugmann H (2001) A review of forest gap models. Clim Change 51:259–305. doi:10.1023/A:1012525626267

    Article  Google Scholar 

  • Colombaroli D, Henne PD, Kaltenrieder P, Gobet E, Tinner W (2010) Species responses to fire, climate and human impact at tree line in the Alps as evidenced by palaeo-environmental records and a dynamic simulation model. J Ecol 98:1346–1357. doi:10.1111/j.1365-2745.2010.01723.x

    Article  Google Scholar 

  • Dale VH et al (2001) Climate change and forest disturbances: climate change can affect forests by altering the frequency, intensity, duration, and timing of fire, drought, introduced species, insect and pathogen outbreaks, hurricanes, windstorms, ice storms, or landslides. Bioscience 51:723–734. doi:10.1641/0006-3568(2001)051[0723:ccafd]2.0.co;2

    Article  Google Scholar 

  • de Koning J et al. (2014) Managing climate change in conservation practice: an exploration of the science—management interface in beech forest management. Biodivers Conserv:1–15. doi:10.1007/s10531-014-0781-8

  • Didion M, Kupferschmid AD, Wolf A, Bugmann H (2011) Ungulate herbivory modifies the effects of climate change on mountain forests. Clim Change 109:647–669. doi:10.1007/s10584-011-0054-4

    Article  Google Scholar 

  • Duncker PS, Barreiro SM, Hengeveld GM, Lind T, Mason WL, Ambrozy S, Spiecker H (2012) Classification of forest management approaches: a new conceptual framework and its applicability to European forestry ecology and society 17. doi:10.5751/ES-05262-170451

  • EC (2007) Annex I, Council Directive 92/43/EEC of 21 May 1992 on the conservation of natural habitats and of wild fauna and flora, in consolidated version of 01-01-2007. http://eur-lex.europa.eu/LexUriServ/LexUriServ.do?uri=CELEX:01992L0043-20070101:EN:NOT

  • Edwards DM et al. (2012) Public preferences across Europe for different forest stand types as sites for recreation ecology and society 17. doi:10.5751/ES-04520-170127

  • Eilmann B, de Vries SMG, den Ouden J, Mohren GMJ, Sauren P, Sass-Klaassen U (2013) Origin matters! Difference in drought tolerance and productivity of coastal Douglas-fir (Pseudotsuga menziesii (Mirb.)) provenances. For Ecol Manag 302:133–143. http://dx.doi.org/10.1016/j.foreco.2013.03.031

  • Elkin C, Reineking B, Bigler C, Bugmann H (2012) Do small-grain processes matter for landscape scale questions? Sensitivity of a forest landscape model to the formulation of tree growth rate. Landsc Ecol 27:697–711. doi:10.1007/s10980-012-9718-3

    Article  Google Scholar 

  • Elkin C, Gutiérrez AG, Leuzinger S, Manusch C, Temperli C, Rasche L, Bugmann H (2013) A 2 °C warmer world is not safe for ecosystem services in the European Alps. Glob Change Biol 19:1827–1840. doi:10.1111/gcb.12156

    Article  Google Scholar 

  • Evans MR (2012) Modelling ecological systems in a changing world. Philos Trans R Soc B Biol Sci 367:181–190. doi:10.1098/rstb.2011.0172

    Article  Google Scholar 

  • Evans MR et al. (2013) Predictive systems ecology. Proc R Soc B Biol Sci 280. doi:10.1098/rspb.2013.1452

  • Fernandes PM, Vega JA, Jiménez E, Rigolot E (2008) Fire resistance of European pines. For Ecol Manag 256:246–255. http://dx.doi.org/10.1016/j.foreco.2008.04.032

  • Fürstenau C, Badeck F, Lasch P, Lexer M, Lindner M, Mohr P, Suckow F (2007) Multiple-use forest management in consideration of climate change and the interests of stakeholder groups. Eur J For Res 126:225–239. doi:10.1007/s10342-006-0114-x

    Article  Google Scholar 

  • Garcia-Gonzalo JZ-G A, Ricardo A, Marques S, Botequim B, Borges JG, Oliveira MM, Tomé M, Pereira JMC (2012) Modelling wildfire risk in pure and mixed forest stands in Portugal Allgemeine Forst und Jagdzeitung (AFJZ). Ger J For Res 183:11. http://www.sauerlaender-verlag.com/index.php?id=1085

  • González JR, Palahí M, Trasobares A, Pukkala T (2006) A fire probability model for forest stands in Catalonia (north-east Spain) Ann For Sci 63:169–176. http://dx.doi.org/10.1051/forest:2005109

  • González J, Trasobares A, Palahí M, Pukkala T (2007) Predicting stand damage and tree survival in burned forests in Catalonia (North-East Spain). Ann For Sci 64:733–742. doi:10.1051/forest:2007053

    Article  Google Scholar 

  • Groot Bruinderink GWTA et al. (2004) De relatie tussen bosontwikkeling op de Zuidoost Veluwe en de aantallen edelherten, damherten, reeën, wilde zwijnen, runderen en paarden. Alterra-Centrum Ecosystemen, Wageningen. http://edepot.wur.nl/44375

  • Gustafson E, Lytle D, Swaty R, Loehle C (2007) Simulating the cumulative effects of multiple forest management strategies on landscape measures of forest sustainability. Landsc Ecol 22:141–156. doi:10.1007/s10980-006-9017-y

    Article  Google Scholar 

  • Hanewinkel M, Cullmann DA, Schelhaas M-J, Nabuurs G-J, Zimmermann NE (2013) Climate change may cause severe loss in the economic value of European forest land. Nat Clim Change 3:203–207. http://dx.doi.org/10.1038/nclimate1687

  • Hein L (2011) Economic benefits generated by protected areas: the case of the hoge veluwe forest, the Netherlands. Ecol Soc 16. http://www.ecologyandsociety.org/vol16/iss2/art13/

  • Hein L, van Koppen K, de Groot RS, van Ierland EC (2006) Spatial scales, stakeholders and the valuation of ecosystem services. Ecol Econ 57:209–228. http://dx.doi.org/10.1016/j.ecolecon.2005.04.005

  • Henne PD, Elkin CM, Reineking B, Bugmann H, Tinner W (2011) Did soil development limit spruce (Picea abies) expansion in the Central Alps during the Holocene? Testing a palaeobotanical hypothesis with a dynamic landscape model. J Biogeogr 38:933–949. doi:10.1111/j.1365-2699.2010.02460.x

    Article  Google Scholar 

  • Henne PD, Elkin C, Colombaroli D, Samartin S, Bugmann H, Heiri O, Tinner W (2013) Impacts of changing climate and land use on vegetation dynamics in a Mediterranean ecosystem: insights from paleoecology and dynamic modeling. Landsc Ecol 28:819–833. doi:10.1007/s10980-012-9782-8

    Article  Google Scholar 

  • Hoogstra MA, Schanz H, Freerk Wiersum K (2004) The future of European forestry—between urbanization and rural development. For Policy Econ 6:441–445. http://dx.doi.org/10.1016/j.forpol.2004.01.001

  • IPCC (2007) Climate change 2007: synthesis report. Contribution of working groups I, II and III to the fourth assessment report of the intergovernmental panel on climate change. IPCC, Geneva, Switzerland. http://www.ipcc.ch/publications_and_data/publications_ipcc_fourth_assessment_report_synthesis_report.htm

  • Jimmink G (2002) De Grids van het Actueel Hoogtebestand Nederland. Ministerie van Verkeer en Waterstaat

  • KNMI (2006) Klimaat in de 21e eeuw, vier scenario’s voor Nederland. KNMI. www.knmi.nl/klimaatscenarios/knmi_nl_lr.pdf

  • Kramer K et al. (2001) Landscape forming processes and diversity of forested landscapes : description and application of the model FORSPACE. Alterra, Wageningen. http://edepot.wur.nl/17351

  • Kramer K, Groot Bruinderink GWTA, Prins HHT (2006) Spatial interactions between ungulate herbivory and forest management. For Ecol Manag 226:238–247. http://dx.doi.org/10.1016/j.foreco.2006.01.037

  • Kurttila M, Pukkala T (2003) Combining holding-level economic goals with spatial landscape-level goals in the planning of multiple ownership forestry. Landsc Ecol 18:529–541. doi:10.1023/A:1026054227874

    Article  Google Scholar 

  • Lasch P, Badeck F-W, Suckow F, Lindner M, Mohr P (2005) Model-based analysis of management alternatives at stand and regional level in Brandenburg (Germany). For Ecol Manag 207:59–74. http://dx.doi.org/10.1016/j.foreco.2004.10.034

  • Lindner M et al. (2014) Climate change and European forests: What do we know, what are the uncertainties, and what are the implications for forest management?. J Environ Manag 146:69–83. http://dx.doi.org/10.1016/j.jenvman.2014.07.030

  • Lindner M et al. (2010) Climate change impacts, adaptive capacity, and vulnerability of European forest ecosystems. For Ecol Manag 259:698–709. http://dx.doi.org/10.1016/j.foreco.2009.09.023

  • Lindner M, Rummukainen M (2013) Climate change and storm damage risk in European forests. In: Nicoll GSSOB (ed) Living with storm damage to forests. What science can tell us vol 3. European Forest Institute, pp 109–115. http://www.efi.int/portal/virtual_library/publications/what_science_can_tell_us/3/

  • Liu J, Ashton PS (1995) Individual-based simulation models for forest succession and management. For Ecol Manag 73:157–175. http://dx.doi.org/10.1016/0378-1127(94)03490-N

  • Meyer J (2005) Fire effects on forest resource development in the French Mediterranean region—projections with a large-scale forest scenario model. European Forest Institute. http://www.efi.int/files/attachments/publications/tr_16.pdf

  • Millenium Ecosystem Assessment (2003) Ecosystems and human well-being: a framework for assessment, millennium ecosystem assessment. A report of the conceptual framework working group of the millennium ecosystem assessment. Island press, Washington. http://www.unep.org/maweb/en/Framework.aspx

  • Moraal LG, Hees AFMv, Martakis GFP, Jorritsma ITM, Jagers op Akkerhuis GAJM (2003) Een karakterisering van bosbiotopen op basis van eigenschappen van geleedpotigen; resultaten van een enqulte. Alterra, Wageningen. http://edepot.wur.nl/22880

  • Müller F, Burkhard B (2012) The indicator side of ecosystem services Ecosystem Services 1:26–30. http://dx.doi.org/10.1016/j.ecoser.2012.06.001

  • Nabuurs G-J, Schelhaas M-J, Mohren GMJ, Field CB (2003) Temporal evolution of the European forest sector carbon sink from 1950 to 1999. Glob Change Biol 9:152–160. doi:10.1046/j.1365-2486.2003.00570.x

    Article  Google Scholar 

  • Niemeijer D, de Groot RS (2008) A conceptual framework for selecting environmental indicator sets. Ecol Indic 8:14–25. http://dx.doi.org/10.1016/j.ecolind.2006.11.012

  • Porto M, Correia O, Beja P (2014) Optimization of landscape services under uncoordinated management by multiple landowners. PLoS One 9:e86001. doi:10.1371/journal.pone.0086001

    Article  Google Scholar 

  • Pukkala T, Nuutinen T, Kangas J (1995) Integrating scenic and recreational amenities into numerical forest planning Landscape and Urban Planning 32:185–195 doi:http://dx.doi.org/10.1016/0169-2046(94)00195-9

  • Rametsteiner E et al. (2007) Study of the effects of globalization on the economic viability of eu forestry. IIASA. http://ec.europa.eu/agriculture/analysis/external/viability_forestry/index_en.htm

  • Reyer C, Lasch-Born P, Suckow F, Gutsch M, Murawski A, Pilz T (2014) Projections of regional changes in forest net primary productivity for different tree species in Europe driven by climate change and carbon dioxide. Ann For Sci 71:211–225. doi:10.1007/s13595-013-0306-8

    Article  Google Scholar 

  • Schelhaas MJ, Nabuurs GJ, Hengeveld GM, Reyer C, Hanewinkel M, Zimmermann NE, Cullmann D (in press) Alternative forest management strategies to account for climate change-induced productivity and species suitability changes in Europe regional environmental change

  • Scheller R, Mladenoff D (2007) An ecological classification of forest landscape simulation models: tools and strategies for understanding broad-scale forested ecosystems. Landsc Ecol 22:491–505. doi:10.1007/s10980-006-9048-4

    Article  Google Scholar 

  • Schumacher S, Bugmann H (2006) The relative importance of climatic effects, wildfires and management for future forest landscape dynamics in the Swiss Alps. Glob Change Biol 12:1435–1450. doi:10.1111/j.1365-2486.2006.01188.x

    Article  Google Scholar 

  • Schumacher S, Bugmann H, Mladenoff DJ (2004) Improving the formulation of tree growth and succession in a spatially explicit landscape model. Ecol Model 180:175–194. http://dx.doi.org/10.1016/j.ecolmodel.2003.12.055

  • Schumacher S, Reineking B, Sibold J, Bugmann H (2006) Modeling the impact of climate and vegetation on fire regimes in mountain landscapes. Landsc Ecol 21:539–554. doi:10.1007/s10980-005-2165-7

    Article  Google Scholar 

  • Seidl R, Rammer W, Jäger D, Currie WS, Lexer MJ (2007) Assessing trade-offs between carbon sequestration and timber production within a framework of multi-purpose forestry in Austria. For Ecol Manag 248:64–79. http://dx.doi.org/10.1016/j.foreco.2007.02.035

  • Seidl R, Rammer W, Lexer MJ (2011) Adaptation options to reduce climate change vulnerability of sustainable forest management in the Austrian Alps. Can J For Res 41:694–706. doi:10.1139/x10-235

    Article  Google Scholar 

  • Temperli C, Bugmann H, Elkin C (2012) Adaptive management for competing forest goods and services under climate change. Ecol Appl 22:2065–2077. doi:10.1890/12-0210.1

    Article  Google Scholar 

  • Temperli C, Bugmann H, Elkin C (2013a) Cross-scale interactions among bark beetles, climate change, and wind disturbances: a landscape modeling approach. Ecol Monogr 83:383–402. doi:10.1890/12-1503.1

    Article  Google Scholar 

  • Temperli C, Zell J, Bugmann H, Elkin C (2013b) Sensitivity of ecosystem goods and services projections of a forest landscape model to initialization data. Landsc Ecol 28:1337–1352. doi:10.1007/s10980-013-9882-0

    Article  Google Scholar 

  • Velez R (1986) Prévention d’incendies dans les forêts de pin d’Alep. In: Le pin d’Alep et le pin brutia dans la sylviculture méditerranéenne, vol 1986-I. Options Méditerranéennes : Série Etudes. Paris : CIHEAM, pp 167–178. http://om.ciheam.org/om/pdf/s10/CI010861.pdf

  • Vliet CJMv, Blitterswijk Hv, Hoogstra MA, Balduk CA, Henkens RJHG (2002) Natuurbeleid in de beheerpraktijk; een onderzoek naar kansen en knelpunten in de sturingsrelaties tussen overheden en beheerders ten behoeve van de Natuurbalans 2001. Alterra, Wageningen. http://edepot.wur.nl/36907

  • Wagner S, Nocentini S, Huth F, Hoogstra-Klein M (2014) Forest management approaches for coping with the uncertainty of climate change: trade-offs in service provisioning and adaptability. Ecol Soc 19. doi:10.5751/ES-06213-190132

  • Walther G-R et al. (2002) Ecological responses to recent climate change Nature 416:389–395. http://dx.doi.org/10.1038/416389a

  • Wiersum KF, Elands BM, Hoogstra M (2005) Small-scale forest ownership across Europe: characteristics and future potential. Small scale For 4:1–19. doi:10.1007/s11842-005-0001-1

    Google Scholar 

  • Yousefpour R et al. (2013) Updating beliefs and combining evidence in adaptive forest management under climate change: A case study of Norway spruce (Picea abies L. Karst) in the Black Forest, Germany. J Environ Manag 122:56–64. http://dx.doi.org/10.1016/j.jenvman.2013.03.004

Download references

Acknowledgments

The authors are indebted to Age Fennema (Middachten), Arjan van Knapen (Gelders Landschap), Andre ten Hoedt, Wim Knol (Natuurmonumenten), W.J. Schoemaker (Twickel) and Willem van Ark (SBB) for their support in data gathering for parameterisation and initialisation, for the insights they provided in their current management practices and in their willingness to discuss alternative future management plans. The manuscript was greatly improved following the comments of two anonymous reviewers. The work presented was part of the Motive project (226544). Additional funds were received from Knowledge base funds of the Ministry of Economic Affairs in the Netherlands. GMH is further supported by Integral (282887).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Geerten M. Hengeveld.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOCX 18 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hengeveld, G.M., Didion, M., Clerkx, S. et al. The landscape-level effect of individual-owner adaptation to climate change in Dutch forests. Reg Environ Change 15, 1515–1529 (2015). https://doi.org/10.1007/s10113-014-0718-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10113-014-0718-5

Keywords

Navigation