Cost-effective conservation in the face of climate change: combining ecological-economic modelling and climate science for the cost-effective spatio-temporal allocation of conservation measures in agricultural landscapes

Gerling, Charlotte and Drechsler, Martin and Keuler, Klaus and Leins, Johannes A. and Radtke, Kai and Schulz, Björn and Sturm, Astrid and Wätzold, Frank (2021): Cost-effective conservation in the face of climate change: combining ecological-economic modelling and climate science for the cost-effective spatio-temporal allocation of conservation measures in agricultural landscapes. Published in: Q Open , Vol. 2, No. 1 (16 February 2022)

Abstract

In agricultural landscapes, climate change has profound impacts on species that society aims to conserve. In response to climate change, species may adapt spatially (with range shifts) and temporally (with phenological adaptations), which may make formerly effective conservation sites and measures less effective. As climate change also has an impact on yields, opportunity costs of land use-based conservation measures may also change spatially and with respect to the timing of conservation measures. Due to these spatio-temporal modifications of the costs of conservation measures and their impacts on species, formerly cost-effective conservation sites and measures may no longer be so in a changing climate. We combine ecological-economic modelling with climate science to investigate climate change-induced modifications of the timing and spatial allocation of cost-effective conservation measures. We apply our model to the case study of conserving the large marsh grasshopper on agricultural grasslands in the German federal state of Schleswig-Holstein. Comparing the periods 2020-2039 and 2060-2079, our model indeed indicates that climate change induces modifications in the cost-effective spatial allocation of conservation measures and that measures which are adapted to phenological changes remain cost-effective under climate change.

• Item Type: MPRA Paper
• Language: English
• Keywords: climate ecological-economic model; conservation planning; large marsh grasshopper; cultural landscapes; biodiversity conservation
• Subjects: Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q1 - Agriculture > Q15 - Land Ownership and Tenure ; Land Reform ; Land Use ; Irrigation ; Agriculture and Environment; Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q54 - Climate ; Natural Disasters and Their Management ; Global Warming; Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q57 - Ecological Economics: Ecosystem Services ; Biodiversity Conservation ; Bioeconomics ; Industrial Ecology

References

Alagador, D., Cerdeira, J.O., & Araújo, M.B. 2015. Climate change, species range shifts and dispersal corridors: an evaluation of spatial conservation models. Methods in Ecology and Evolution, 7, 853–866.

Alagador, D., & Cerdeira, J.O. 2019. Introducing Spatio-Temporal Conservation Units: Models for Flexible Optimization of Species Persistence Under Climate Change. In: Leal Filho W., Barbir J., Preziosi R. (eds) Handbook of Climate Change and Biodiversity. Climate Change Management. Springer, Cham.

Ando, A.W., Fraterrigo, J., Guntenspergen, G., Howlader, A., Mallory, M., Olker, J.H., & Stickley, S. 2018. When portfolio theory can help environmental investment planning to reduce climate risk to future environmental outcomes—and when it cannot. Conservation Letters, 11(6), e12596.

Ando, A.W., & Hannah, L. 2011. Lessons from finance for new land-conservation strategies given climate-change uncertainty. Conservation Biology, 25(2), 412-414.

Ando, A.M., & Mallory, M.L. 2012. Optimal portfolio design to reduce climate-related conservation uncertainty in the Prairie Pothole Region. PNAS, 109(17) 6484-6489.

Ansell, D., Freudenberger, D., Munro, N., & Gibbons, P. 2016. The cost-effectiveness of agri-environment schemes for biodiversity conservation: A quantitative review. Agriculture, Ecosystems & Environment, 225, 184-191.

Armsworth, P. R., Acs, S., Dallimer, M., Gaston, K. J., Hanley, N., & Wilson, P. 2012. The cost of policy simplification in conservation incentive programs. Ecology letters, 15(5), 406-414.

Bellard, C., Bertelsmeier, C., Leadley, P., Thuiller W., & Courchamp, F. 2012. Impacts of climate change on the future of biodiversity. Ecology Letters, 2012. BMEL. n.d. 100er Boden – bestbewerteter Boden in Deutschland. Retrieved from https://www.bmel.de/DE/themen/landwirtschaft/pflanzenbau/bodenschutz/boden100er.html [15.05.2020].

Business Development and Technology Transfer Corporation of Schleswig-Holstein. n.d. Schleswig-Holstein – facts & figures. Retrieved from https://wtsh.de/schleswig-holstein-facts-figures/?lang=en [06.01.2019].

Cafaro, P. 2015. Three ways to think about the sixth mass extinction. Biological Conservation, 192, 387-393.

CLM Community. n.d. Climate limited-area community. retrieved from https://wiki.coast.hzg.de/clmcom [03.02.2020].

Collingham, Y.C., & Huntley, B. 2000. Impacts of habitat fragmentation and patch size upon migration rates. Ecological Applications, 10(1), 131-144.

cosmo. n.d. Consortium for Small-scale Modeling. Retrieved from http://www.cosmo-model.org/ [03.02.2020]. Dobusch, L., & Kapeller, L. 2013. Breaking new paths: theory and method in path dependence research. Schmalenbach Business Review, 65(3), 288-311. 17

Duke, J.M., Dundas, S.J., Johnston, R.J. and Messer, K.D. 2014. Prioritizing payment for environmental services: Using nonmarket benefits and costs for optimal selection. Ecological Economics 105, 319-329.

Drechsler, M. 2020. Ecological-economic modelling for biodiversity conservation. Cambridge University Press, Cambridge

DWD. 2017. Klimareport Schleswig-Holstein. Deutscher Wetterdienst, Offenbach am Main, Deutschland

Early, R., & Sax, D.F. 2011. Analysis of climate paths reveals potential limitations on species range shifts. Ecology Letters, 14(11), 1125-1133.

eurocordex. n.d. Coordinated Downscaling Experiment - European Domain. Retrieved from https://www.euro-cordex.net/ [03.02.2020].

Früh, B., A. Will, Ch. L. Castro (Eds), 2016: Recent developments in Regional Climate Modelling with COSMO-CLM. Meteorol. Z. 25 (2), 119–120, DOI 10.1127/metz/2016/0788

Gerling, C., Wätzold, F., Theesfeld, I., Drechsler, M., Nixdorfd, B., Isselstein, J., Pirscher, F., J. Rücker, J., & Sturm, A. 2019. Modeling the co-evolution of natural, economic and governance subsystems in integrated agri-ecological systems: Perspectives and challenges. Ecological Complexity, 40(2019), 100792.

Gerling, C., & Wätzold, F. 2020. An economic evaluation framework for land‐use‐based conservation policy instruments in a changing climate. Conservation Biology. https://doi.org/10.1111/cobi.13631.

Gerling, C., Sturm, A., & Wätzold, F. 2020. The impact of climate change on the profit-maximising timing of grassland use and conservation costs. MPRA. Retrieved from https://mpra.ub.uni-muenchen.de/102945/ [17.11.2020].

Grimm, V., Johnston, A.S., Thulke, H.H., Forbes, V.E., & Thorbek, P. 2020. Three questions to ask before using model outputs for decision support. Nature Communications, 11(1), 1-3.

Hanski, I. 1998. Metapopulation dynamics. Nature, 396, 41–49.

Heller, N.E., & Zavaleta, E.S. 2009. Biodiversity management in the face of climate change: A review of 22 years of recommendations. Biological Conservation 142, 14-32.

Heydenreich, M. 1999. Die Bedeutung der Heuschreckenart Stethophyma grossum L., 1758 (Caelifera: Acrididae) als Bestandteil eines Zielartensystems für das Management von Niedermooren. Retrieved from https://publikationsserver.tu-braunschweig.de/receive/dbbs_mods_00001068 [29.01.2020].

Hily, E., Drechsler, M., & Wätzold, F. 2017. Cost-effectiveness of conservation payment schemes under climate change. Retrieved from: https://ideas.repec.org/p/lef/wpaper/2017-01.html [20.01.2020].

HLNUG. 2019. Regionale Klimaprojektionen Ensemble für Deutschland (ReKliEs-De). Retrieved from http://reklies.hlnug.de/home/ [03.02.2020].

Huebener, H., Hoffmann, P., Keuler, K., Pfeiffer, S., Ramthun, H., Spekat, A., Steger, C., & Warrach-Sagi, K. 2017. Deriving user-informed climate information from climate. Advances in Science and Research, 14, 261–269.

Ingrisch, S. 1983. Zum Einfluß der Feuchte auf die Schlupfrate und Entwicklungsdauer der Eier mitteleuropaischer Feldheuschrecken. Deutsche Entomologische Zeitschrift, 30(1-3), 1-15.

IPCC, 2013: Climate Change 2013. The Physical Science Basis. Working Group I Contribution to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Stocker, T.F., D. Qin, G.-K. Plattner, M. Tignor, S.K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex and P.M. Midgley (Eds.)] – Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA pp 1535, ISBN: 9781107661820

Jacob, D., Petersen, J., Eggert, B., Alias, A., Bøssing Christensen, O., Bouwer, L.M., Braun, A., Colette, A., Déqué, M., Georgievski, G., Georgopoulou, E., Gobiet, A., Menut, L., Nikulin, G., Haensler, A., Hempelmann, N., Jones, C., Keuler, K., Kovats, S., Kröner, N., Kotlarski, S., Kriegsmann, A., Martin, E., van Meijgaard, E., Moseley, C., Pfeifer, S., Preuschmann, S., Radermacher, C., Radtke, K., Rechid, D., Rounsevell, M., Samuelsson, P., Somot, S.I., Soussana, J.-F., Teichmann, C., Valentini, R., Vautard, R., Weber, B., & Yiou, P.2014. EURO-CORDEX: new high-resolution climate change projections for European impact research. Regional Environmental Change 14: 563–578.

Johst, K., Drechsler, M.,Mewes, M., Sturm, A., & Wätzold, F. 2015. A novel modeling approach to evaluate the ecological effects of timing and location of grassland conservation measures. Biological Conservation, 182(02/2015), 44–52.

Jones, K.R., Watson, J.E.M., Possingham, H.P., & Klein, C.J. 2016. Incorporating climate change into spatial conservation prioritisation: A review. Biological Conservation, 194, 121-130.

Keenleyside, C., Allen, B., Hart, K., Menadue, H., Stefanova, V., Prazan, J., Herzon. I., Clement, T., Povellato, A., Maciejczak, M., & Boatman, N. 2011. Delivering environmental benefits through entry level agri-environment schemes in the EU. Institute for European Environmental Policy: London.

Keller, D., Jung, E., Holderegger, R., 2012. Development of microsatellite markers for the wetland grasshopper Stethophyma grossum. Conserv. Genet. Resour. 4, 507–509. https://doi.org/10.1007/s12686-011-9586-1

Keuler, K., Radtke, K., Kotlarski, S., & Lüthi, D. 2016. Regional climate change over Europe in COSMO-CLM: Influence of emission scenario and driving global model. Meteorologische Zeitschrift, 25(2), 121-136.

Kleukers, R., Van Nieukerken, E., Odé, B., Willemse, L., Van Wingerden, W., 1997. De sprinkhanen en krekels van Nederland (Orthoptera).

Koschuh, A. 2004. Verbreitung, Lebensräume und Gefährdung der Sumpfschrecke Stethophyma grossum (L., 1758) (Saltatoria) in der Steiermark. Joannea Zool. 26.

Leins, J.A., Banitz, T., Grimm, V., & Drechsler, M. 2021. High-resolution PVA along large environmental gradients to model the combined effects of climate change and land use timing: lessons from the large marsh grasshopper. Ecological Modelling, 440, 109355.

Lewis, D.J., Plantinga, A.J., Nelson, E., & Polasky, S. 2011. The efficiency of voluntary incentive policies for preventing biodiversity loss. Resource and Energy Economics, 33(1), 192-211.

Lewis, D.J., & Polasky, S. 2018. An auction mechanism for the optimal provision of ecosystem services under climate change. Journal of Environmental Economics and Management, 92, 20-34.

Löffler, F., Poniatowski, D., & Fartmann, T. 2019. Orthoptera community shifts in response to land-use and climate change – Lessons from a long-term study across different grassland habitats. Biological Conservation, 236, 315–323.

Mallory, M.L., & Ando, A.W. 2014. Implementing efficient conservation portfolio design. Resource and Energy Economics, 38, 1-18.

Marshall, J.A., Haes, E.C.M., 1988. Grasshoppers and allied insects of Great Britain and Ireland. Grasshopp. Allied Insects G. B. Irel.

Mewes, M., Drechsler, M., Johst, k., Sturm, A., & Wätzold, F. 2015. A systematic approach for assessing spatially and temporally differentiated opportunity costs of biodiversity conservation measures in grasslands. Agricultural Systems, 137, 76-88.

Miller, J., & Gardiner, T. 2018. The effects of grazing and mowing on large marsh grasshopper, Stethophyma grossum (Orthoptera: Acrididae), populations in Western Europe: a review. Journal of Orthoptera Research, 27(1), 91-96.

Oliver, T.H., Smithers, R.J., Beale, C.M., & Watts, K. 2016. Are existing biodiversity conservation strategies appropriate in a changing climate? Biological Conservation 193, 17–26.

Oomes, M.J.M. 1992. Yield and species density of grasslands during restoration management. Journal of Vegetation Science, 3, 271-274.

Pecl, G.T., Araújo, M.B., Bell, J.D., Blanchard, J., Bonebrake, T.C., Chen, I.C., Clark, T.D., Colwell, R.K., Danielsen, F., Evengård, B., Falconi, L., Ferrier, S., Frusher, S., Garcia, R.A., Griffis, R.B., Hobday, A.J., Janion-Scheepers, C., Jarzyna, M.A., Jennings, S., Lenoir, J., Linnetved, H.I., Martin, V.Y., McCormack, P.C., McDonald, J., Mitchell, N.J., Mustonen, T., Pandolfi, J.M., Pettorelli, N., Popova, E., Robinson, S.A., Scheffers, B.R., Shaw, J.D., Sorte, C.J.B., Strugnell, J.M., Sunday, J.M., Tuanmu, M.N., Vergés, A., Villanueva, C., Wernberg, T., Wapstra, E., & Williams, S.E. 2017. Biodiversity redistribution under climate change: Impacts on ecosystems and human well-being. Science, 355(6332).

Perkins, A.J., Maggs, H.E., Watson, A., & Wilson, J.D. 2011. Adaptive management and targeting of agrienvironment schemes does benefit biodiversity: a case study of the corn bunting Emberiza calandra. Journal of Applied Ecology, 48, 514–522.

Polasky, S., Nelson, E., Camm, J., Csuti, B., Fackler, P., Lonsdorf, E., Montgomery, C., White, D., Arthur, J., Garber-Yonts, B., Haight, R., Kagan, J., Starfield, A., & Tobalske, C. 2008. Where to put things? Spatial land management to sustain biodiversity and economic returns. Biological Conservation, 141(6), 1505-1524.

Poniatowski D., Münsch T., Bianchi F., & Fartmann, T. 2018. Arealveränderungen mitteleuropäischer Heuschrecken als Folge des Klimawandels. Natur und Landschaft, 12, 553–561.

Rashford, B.S., Adams, R.M., Wu, J., Voldseth, R.A., Guntenspergen, G.R., Werner, B., & Johnson, W.C. 2016. Impacts of climate change on land-use and wetland productivity in the Prairie Pothole Region of North America. Regional Environmental Change 16, 515–526.

Ray, D.K., West, P.C., Clark, M., Gerber, J.S., Prishchepov, A.V., & Chatterjee, S. 2019. Climate change has likely already affected global food production. PLoS ONE, 14(5), e0217148.

Reguvis. n.d. Ertragsmesszahl. Retrieved from https://www.reguvis.de/xaver/wertermittlerportal/start.xav?start=%2F%2F*%5B%40attr_id%3D%27wertermittlerportal_530293771%27%5D#__wertermittlerportal__%2F%2F*%5B%40attr_id%3D%27wertermittlerportal_530293771%27%5D__1589529263947 [15.05.2020].

Reside, A.E., Butt, N., & Adams, V.M. 2018. Adapting systematic conservation planning for climate change. Biodiversity and Conservation, 27(1), 1–29.

Rockel, B., Will, A., & Hense, A. (Eds.). 2008. Special issue: Regional climate modelling with COSMO-CLM (CCLM). Meteorologische Zeitschrift, 17(4), 347–348.

Russi, D., Margue, H., & Keenleyside, C. 2014. Result-Based Agri-Environment Measures: Market-Based Instruments, Incentives or Rewards? The case of Baden-Württemberg. Institute for European Environmental Policy: London.

Santangeli, A., Lehikoinen, A., Bock, A., Peltonen-Sainio, P., Jauhiainen, L., Girardello, M., & Valkama, J. 2018. Stronger response of farmland birds than farmers to climate change leads to the emergence of an ecological trap. Biological Conservation, 217, 166-172.

Schippers, P., & Kropff, M.J. 2001. Competition for Light and Nitrogen among Grassland Species: A Simulation Analysis. Functional Ecology, 15(2), 155-164.

Schöttker, O., & Wätzold, F. 2020. Climate change and the cost-effective governance mode for biodiversity conservation. Retrieved from https://mpra.ub.uni-muenchen.de/99049/1/MPRA_paper_99049.pdf [20.11.2020].

Schroeder, J., Piersma, T., Groen, N.M., Hooijmeijer, J.C.E.W., Kentie, R., Lourenco, P.M., Schekkerman, H., & Both, C. 2012. Reproductive timing and investment in relation to spring warming and advancing agricultural schedules. Journal of Ornithology, 153, 327–336.

Shah, P., Mallory , M.L., Ando, A.W., & Guntenspergen, G.R. 2016. Fine‐resolution conservation planning with limited climate‐change information. Conservation Biology, 31(2), 278-289.

Statistisches Amt für Hamburg und Schleswig-Holstein. 2019. Statistik informiert... Nr. 101/2019. Retrieved from https://www.statistik-nord.de/fileadmin/Dokumente/Presseinformationen/SI19_101.pdf [06.01.2019].

Statistisches Amt für Hamburg und Schleswig-Holstein. N.d. Landwirtschaft. Retrieved from https://www.statistik-nord.de/zahlen-fakten/landwirtschaft/ [06.01.2019].

Taylor, K.E., Stouffer, R.J., & Meehl, G.A. 2012. An overview of CMIP5 and the experiment design. Bulletin of the American Meteorological Society, 93, 485–498.

Trautner, J., & Hermann, G. 2008. Die Sumpfschrecke (Stethophyma grossum L., 1758) im Aufwind -Erkenntnisse aus dem zentralen Baden-Württemberg. Articulata, 23(2), 37–52.

Triviño, M., Kujala, H., Araújo, M.B., & Cabeza, M. 2018. Planning for the future: identifying conservation priority areas for Iberian birds under climate change. Landscape Ecology, 33(4), 659–673.

van Vuuren, D.P., Edmonds, J., Kainuma, M., Riahi, K., Thomson, A., Hibbard, K., Hurtt, G.C., Kram, T., Krey, V., Lamarque, J.-F., Masui, T., Meinshausen, M., Nakicenovic, N., Smith, S.J., & Rose, S.K. 2011. The representative concentration pathways: an overview. Climate Change, 109, 5–31.

Vos, C.C., Berry, P., Opdam, P., Baveco, H., Nijhof, B., O’Hanley, J., Bell, C., & Kuipers, H. 2008. Adapting landscapes to climate change: examples of climate-proof ecosystem networks and priority adaptation zones. Journal of Applied Ecology 45, 1722-1731.

Wätzold, F., Drechsler, M., Johst, K., Mewes, M., & Sturm, A. 2016. A Novel, Spatiotemporally Explicit Ecological-Economic Modeling Procedure for the Design of Cost-effective Agri-Environment Schemes to Conserve Biodiversity. American Journal of Agricultural Economics, 98(2), 489-512.

Wätzold, F., Feindt, P.H., Bahrs, E., Hamm, U., Isselstein, J., Schröder, S., Wagner, S., Wedekind, H., Wolters, V., Dauber, J., Engels, E.-M., Engels, J., Tholen, E., Backes, G., Brandt, H., Graner, A., Herdegen, M., & Wolf, H. 2020. Wie die Politik auf die Bedrohung der Biodiversität in Agrarlandschaften durch den Klimawandel reagieren kann. Stellungnahme des Wissenschaftlichen Beirats für Biodiversität und Genetische Ressourcen beim Bundesministerium für Ernährung und Landwirtschaft.

Winkler, C. 2000. Die Heuschrecken Schleswig-Holsteins - Rote Liste. Flintbek: Eigenverl. Winkler, C. & Haacks, M. 2019: Die Heuschrecken Schleswig-Holsteins - Rote Liste. Flintbek: Eigenverl.

Wu, J., & Boggess, W. G. 1999. The optimal allocation of conservation funds. Journal of Environmental Economics and Management, 38(3), 302-321.

Wu, J., & Yu, J. 2017. Efficiency-equity tradeoffs in targeting payments for ecosystem services. American Journal of Agricultural Economics, 99(4), 894-913.

Xu, Y., Si, Y., Wang, Y., Zhang, Y., Prins, H.H.T., Cao, L., & de Boer, W.F. 2019. Loss of functional connectivity in migration networks induces population decline in migratory birds. Ecological Applications, 29(7), e01960.

Zwiener V.P., Padial, A.A., Marques, M.C.M., Faleiro, F.V., Loyola, R., Peterson, A.T. 2017. Planning for conservation and restoration under climate and land use change in the Brazilian Atlantic Forest. Diversity and Distributions, 23(8), 955-966