A methodology to assess the future connectivity of protected areas by combining climatic representativeness and land-cover change simulations: the case of the Guadarrama National Park (Madrid, Spain)

References

• Araújo, M. B., M. Cabeza, W. Thuiller, L. Hannah, and P. H. Williams. 2004. “Would Climate Change Drive Species out of Reserves? An Assessment of Existing Reserve-Selection Methods.” Global Change Biology 10 (9): 1618–1626. doi:10.1111/j.1365-2486.2004.00828.x.
   Web of Science ®Google Scholar
• Bruner, A. G., R. E. Gullison, R. E. Rice, and G. A. B. Da Fonseca. 2001. “Effectiveness of Parks in Protecting Tropical Biodiversity.” Science (New York, N.Y.) 291 (5501): 125–128. doi:10.1126/science.291.5501.125.
   PubMed Web of Science ®Google Scholar
• Chen, I., J. K. Hill, R. Ohlemüller, D. B. Roy, and C. D. Thomas. 2011. “Rapid Range Shifts of Species Associated with High Levels of Climate Warming.” Science (New York, N.Y.) 333 (6045): 1024–1026. doi:10.1126/science.1206432.
   PubMed Web of Science ®Google Scholar
• Dale, V. H. 1997. “The Relationship Between Land-Use Change and Climate Change.” Ecological Applications 7 (3): 753–769. doi:10.1890/1051-0761(1997)007[0753:TRBLUC]2.0.CO;2.
   Web of Science ®Google Scholar
• Díaz-Pacheco, J., and J. C. García Palomares. 2014. “A Highly Detailed Land-Use Vector Map for Madrid Region Based on Photo-Interpretation.” Journal of Maps 10 (3): 424–433. doi:10.1080/17445647.2014.882798.
   Web of Science ®Google Scholar
• Dudley, N., and J. Parish. 2006. Closing the Gap. Creating Ecologically Representative Protected Area Systems: A Guide to Conducting the Gap Assessments of Protected Area Systems for the Convention on Biological Diversity. Technical Series. No. 24. Montreal, Canada: Secretariat of the Convention on Biological Diversity.
   Google Scholar
• Dufresne, J.-L., M.-A. Foujols, S. Denvil, A. Caubel, O. Marti, O. Aumont, Y. Balkanski., et al. 2013. “Climate Change Projections Using the IPSL-CM5 Earth System Model: From CMIP3 to CMIP5.” Climate Dynamics 40 (9–10): 2123–2165., doi:10.1007/s00382-012-1636-1.
   Web of Science ®Google Scholar
• Eastman, R. 2009. Guide to GIS and Image Processing, Systems Research. Worcester, MA: Clark University.
   Google Scholar
• Eastman, R., W. Jin, P. A. Kyem, and J. Toledano. 1995. “Raster Decisions Multi-Criteria/Multi-Objective Decisions.” Photogrammetric Engineering and Remote Sensing 61 (5): 539–547.
   Web of Science ®Google Scholar
• Elvira, S., I. González-Fernández, R. Alonso, J. Sanz, and V. Bermejo-Bermejo. 2016. “Ozone Levels in the Spanish Sierra de Guadarrama Mountain Range Are Above the Thresholds for Plant Protection: Analysis at 2262, 1850, and 995 m.a.s.l.” Environmental Monitoring and Assessment 188 (10): 593. doi:10.1007/s10661-016-5581-z..
   PubMed Web of Science ®Google Scholar
• Faleiro, F. V., R. B. Machado, and R. D. Loyola. 2013. “Defining Spatial Conservation Priorities in the Face of Land-Use and Climate Change.” Biological Conservation 158: 248–257.. doi:10.1016/j.biocon.2012.09.020.
   Web of Science ®Google Scholar
• Felicísimo, A., J. Muñoz, J. Villalba, and R. Mateo. 2011. Impactos, vulnerabilidad y adaptación al cambio climático de la biodiversidad española. 1. Flora y vegetación. Oficina Española de Cambio Climático. Madrid, España: Ministerio de Medio Ambiente y Medio Rural y Marino.
   Google Scholar
• Fischer, T. 2007. The Theory and Practice of Strategic Enviromental Assessment: Towards a More Systematic Approach. London: Earthscan.
   Google Scholar
• Franklin, J. F., and D. B. Lindenmayer. 2009. “Importance of Matrix Habitats in Maintaining Biological Diversity.” Proceedings of the National Academy of Sciences of the United States of America 106 (2): 349–350. doi:10.1073/pnas.0812016105.
   PubMed Web of Science ®Google Scholar
• Gallardo, M., and J. Martinez-Vega. 2018. “Future Land Use Change Dynamics in Natural Protected Areas: Madrid Region Case Study.” In GISTAM 2017 - Proceedings of the 3rd International Conference on Geographical Information Systems Theory, Applications and Management, 370–377.
   Google Scholar
• Gent, Peter R., Gokhan Danabasoglu, Leo J. Donner, Marika M. Holland, Elizabeth C. Hunke, Steve R. Jayne, David M. Lawrence., et al. 2011. “The Community Climate System Model Version 4.” Journal of Climate 24 (19): 4973–4991. doi:10.1175/2011JCLI4083.1.
   Web of Science ®Google Scholar
• Haddad, N. M., L. A. Brudvig, J. Clobert, K. F. Davies, A. Gonzalez, R. D. Holt, T. E. Lovejoy., et al. 2015. “Habitat Fragmentation and Its Lasting Impact on Earth's Ecosystems.” Science Advances 1 (2): e1500052–e1500052. doi:10.1126/sciadv.1500052.
   PubMed Web of Science ®Google Scholar
• Hamilton, C. M., S. Martinuzzi, A. J. Plantinga, V. C. Radeloff, D. J. Lewis, W. E. Thogmartin, P. J. Heglund, and A. M. Pidgeon. 2013. “Current and Future Land Use Around a Nationwide Protected Area Network.” PLoS One 8 (1): e55737. doi:10.1371/journal.pone.0055737.
   PubMed Web of Science ®Google Scholar
• Hewitt, R., and F. Escobar. 2011. “The Territorial Dynamics of Fast-Growing Regions: Unsustainable Land Use Change and Future Policy Challenges in Madrid, Spain.” Applied Geography 31 (2): 650–667. doi:10.1016/j.apgeog.2010.11.002.
   Web of Science ®Google Scholar
• Hewitt, R., F. Pera, and F. Escobar. 2016. “Cambios Recientes en la Ocupación Del Suelo de Los Parques Nacionales Españoles y Su Entorno.” Cuadernos Geográficos de La Universidad de Granada 55 (2): 46–84.
   Google Scholar
• Hijmans, R. J., S. E. Cameron, J. L. Parra, P. G. Jones, and A. Jarvis. 2005. “Very High Resolution Interpolated Climate Surfaces for Global Land Areas.” International Journal of Climatology 25 (15): 1965–1978. doi:10.1002/joc.1276.
   Web of Science ®Google Scholar
• Hurtt, G. C., L. P. Chini, S. Frolking, R. A. Betts, J. Feddema, G. Fischer, J. P. Fisk., et al. 2011. “Harmonization of Land-Use Scenarios for the Period 1500-2100: 600 Years of Global Gridded Annual Land-Use Transitions, Wood Harvest, and Resulting Secondary Lands.” Climatic Change 109 (1-2): 117–161. doi:10.1007/s10584-011-0153-2.
   Web of Science ®Google Scholar
• IPCC. 2007. Climate Change: Synthesis Report. Contribution of Working Groups I, II y III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by Core Writing Team, R. Pachauri, and A. Reisinger. Geneva, Switzerland: IPCC.
   Google Scholar
• IPCC. 2014. Climate Change: Impacts, Adaptation, y Vulnerability. Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, edited by C. Field, V. Barros, D. Dokken, K. Mach, M. Mastryrea, T. Bilir, M. Chatterjee, K. Ebi, Y. Estrada, R. Genova, B. Girma, E. Kissel, A. Levy, S. MacCracken, P. Mastryrea, and L. White. Cambridge, UK: Cambridge University Press.
   Google Scholar
• Jones, C. D., J. K. Hughes, N. Bellouin, S. C. Hardiman, G. S. Jones, J. Knight, S. Liddicoat., et al. 2011. “The HadGEM2-ES Implementation of CMIP5 Centennial Simulations.” Geoscientific Model Development 4 (3): 543–570. doi:10.5194/gmd-4-543-2011.
   Web of Science ®Google Scholar
• Jones, K. R., J. E. M. Watson, H. P. Possingham, and C. J. Klein. 2016. “Incorporating Climate Change into Spatial Conservation Prioritisation: A Review.” Biological Conservation 194: 121–130. doi:10.1016/j.biocon.2015.12.008.
   Web of Science ®Google Scholar
• Kundzewicz, Z. W., V. Krysanova, R. E. Benestad, Ø. Hov, M. Piniewski, and I. M. Otto. 2018. “Uncertainty in Climate Change Impacts on Water Resources.” Environmental Science & Policy 79: 1–8. doi:10.1016/j.envsci.2017.10.008.
   Web of Science ®Google Scholar
• Laliberté, Etienne, Jessie A. Wells, Fabrice Declerck, Daniel J. Metcalfe, Carla P. Catterall, Cibele Queiroz, Isabelle Aubin., et al. 2010. “Land-Use Intensification Reduces Functional Redundancy and Response Diversity in Plant Communities.” Ecology Letters 13 (1): 76–86. doi:10.1111/j.1461-0248.2009.01403.x.
   PubMed Web of Science ®Google Scholar
• Li, X., G. Chen, X. Liu, X. Liang, S. Wang, Y. Chen, F. Pei, and X. Xu. 2017. “A New Global Land-Use and Land-Cover Change Product at a 1-Km Resolution for 2010 to 2100 Based on Human–Environment Interactions.” Annals of the American Association of Geographers 107 (5): 1040–1059. [Mismatch] doi:10.1080/24694452.2017.1303357.
   Web of Science ®Google Scholar
• Liang, X., X. Liu, X. Li, Y. Chen, H. Tian, and Y. Yao. 2018. “Delineating Multi-Scenario Urban Growth Boundaries with a CA-Based FLUS Model and Morphological Method.” Landscape and Urban Planning 177: 47–63. doi:10.1016/j.landurbplan.2018.04.016.
   Web of Science ®Google Scholar
• Littlefield, C. E., B. H. McRae, J. L. Michalak, J. J. Lawler, and C. Carroll. 2017. “Connecting Today's Climates to Future Climate Analogs to Facilitate Movement of Species under Climate Change.” Conservation Biology: The Journal of the Society for Conservation Biology 31 (6): 1397–1408. doi:10.1111/cobi.12938.
   PubMed Web of Science ®Google Scholar
• Loarie, S. R., P. B. Duffy, H. Hamilton, G. P. Asner, C. B. Field, and D. D. Ackerly. 2009. “The Velocity of Climate Change.” Nature 462 (7276): 1052–1055. doi:10.1038/nature08649.
   PubMed Web of Science ®Google Scholar
• Lobo, J. M. 2011. “Vulnerabilidad de las áreas protegidas y de zonas de interés para la biodiversidad ante el cambio climático.” In Biodiversidad en España. Base de la Sostenibilidad Ante el Cambio Global, edited by P. Álvarez-Uría and J. De la Cruz, 360–368. Madrid, España: Observatorio de la Sostenibilidad de España, Ministerio de Medio Ambiente y Medio Rural y Marino.
   Google Scholar
• Lobo, J. M. 2016. “The Use of Occurrence Data to Predict the Effects of Climate Change on Insects.” Current Opinion in Insect Science 17: 62–68. doi:10.1016/j.cois.2016.07.003.
   PubMed Web of Science ®Google Scholar
• López Fernández, M. L., and M. S. López. 2008. “Clasificación Bioclimática Mundial y Cartografía Bioclimática de La España Peninsular y Balear.” Publicaciones de Biología de la Universidad de Navarra, Serie Botánica 17: 1–2.
   Google Scholar
• López, I., and M. Pardo. 2018. “Socioeconomic Indicators for the Evaluation and Monitoring of Climate Change in National Parks: An Analysis of the Sierra de Guadarrama National Park (Spain).” Environments 5 (2): 25. https://doi.org/10.3390/environments5020025.
   Web of Science ®Google Scholar
• López-Gay, A. 2014. “Population Growth and Re-Urbanization in Spanish Inner Cities: The Role of Internal Migration and Residential Mobility.” Revue Quetelet/Quetelet Journal 1 (2): 67–92. doi:10.14428/rqj2013.01.02.03.
   Google Scholar
• López-López, P., A. Soutullo, C. García-Ripollés, V. Urios, L. Cadahía, and M. Ferrer. 2009. “Markov Models of Territory Occupancy: Implications for the Management and Conservation of Competing Species.” Biodiversity and Conservation 18 (5): 1389–1402. doi:10.1007/s10531-008-9469-2.
   Web of Science ®Google Scholar
• Luijten, J. C. 2003. “A Systematic Method for Generating Land Use Patterns Using Stochastic Rules and Basic Landscape Characteristics: Results for a Colombian Hillside Watershed.” Agriculture, Ecosystems and Environment 95 (2–3): 427–441. doi:10.1016/S0167-8809(02)00219-0.
   Web of Science ®Google Scholar
• Malczewski, J. 1999. GIS and Multi-Criteria Decision Analysis.” New York: Wiley.
   Google Scholar
• Maxwell, S. L., R. A. Fuller, T. M. Brooks, and J. E. M. Watson. 2016. “Biodiversity: The Ravages of Guns, Nets and Bulldozers.” Nature 536 (7615): 143–145. doi:10.1038/536143a.
   PubMed Web of Science ®Google Scholar
• Michalak, J. L., J. J. Lawler, D. R. Roberts, and C. Carroll. 2018. “Distribution and Protection of Climatic Refugia in North America.” Conservation Biology: The Journal of the Society for Conservation Biology 32 (6): 1414–1425. doi:10.1111/cobi.13130.
   PubMed Web of Science ®Google Scholar
• Mingarro, M., and J. M. Lobo. 2018. “Environmental Representativeness and the Role of Emitter and Recipient Areas in the Future Trajectory of a Protected Area under Climate Change.” Animal Biodiversity and Conservation 41 (2): 333–344. doi:10.32800/abc.2018.41.0333.
   Web of Science ®Google Scholar
• Monzón, J., L. Moyer-Horner, and M. Baron Palamar. 2011. “Climate Change and Species Range Dynamics in Protected Areas.” BioScience 61 (10): 752–761. doi:10.1525/bio.2011.61.10.5.
   Web of Science ®Google Scholar
• Nazarenko, L., G. A. Schmidt, R. L. Miller, N. Tausnev, M. Kelley, R. Ruedy, G. L. Russell et al. 2015. “Future Climate Change under RCP Emission Scenarios with GISS ModelE2.” Journal of Advances in Modeling Earth Systems 7 (1): 244–267. doi:10.1002/2014MS000403.
   Web of Science ®Google Scholar
• Parmesan, C. 2006. “Ecological and Evolutionary Responses to Recent Climate Change.” Annual Review of Ecology, Evolution, and Systematics 37 (1): 637–669. doi:10.1146/annurev.ecolsys.37.091305.110100.
   Web of Science ®Google Scholar
• Radeloff, V. C., S. I. Stewart, T. J. Hawbaker, U. Gimmi, A. M. Pidgeon, C. H. Flather, R. B. Hammer, and D. Helmers. 2010. “Housing Growth in and near United States Protected Areas Limits Their Conservation Value.” Proceedings of the National Academy of Sciences of the United States of America 107 (2): 940–945. doi:10.1073/pnas.0911131107.
   PubMed Web of Science ®Google Scholar
• Reside, A. E., N. Butt, and V. M. Adams. 2018. “Adapting Systematic Conservation Planning for Climate Change.” Biodiversity and Conservation 27 (1): 1–29. doi:10.1007/s10531-017-1442-5.
   Web of Science ®Google Scholar
• Rodrigues, A. S. L., H. R. Akçakaya, S. J. Andelman, M. I. Bakarr, L. Boitani, T. M. Brooks, J. S. Chanson et al. 2004. “Global Gap Analysis: Priority Regions for Expanding the Global Protected-Area Network.” BioScience 54 (12): 1092–1100.[1092:GGAPRF]2.0.CO;2. doi:10.1641/0006-3568(2004)054.
   Web of Science ®Google Scholar
• Rodríguez-Rodríguez, D., P. Ibarra, J. Martínez-Vega, M. Echeverría, and P. Echavarría. 2017. “Fine-Tuning of a Protected Area Effectiveness Evaluation Tool: Implementation on Two Emblematic Spanish National Parks.” Environments 4 (4): 68. doi:10.3390/environments4040068.
   Web of Science ®Google Scholar
• Rozas-Vásquez, D., F. Peña-Cortés, D. Geneletti, and G. Rebolledo. 2014. “Scenario Modelling to Support Strategic Environmental Assessment: Application to Spatial Planning of Coastal Wetlands in La Araucanía Region, Chile.” Journal of Environmental Assessment Policy and Management 16 (02): 1450014. doi:10.1142/S1464333214500148.
   Google Scholar
• Saaty, T. L. 1977. “A Scaling Method for Priorities in Hierarchical Structures.” Journal of Mathematical Psychology 15 (3): 234–281. doi:10.1016/0022-2496(77)90033-5.
   Web of Science ®Google Scholar
• Saaty, T. L. 1980. The Analytic Hierarchy Process, Planning, Piority Setting, Resource Allocation. New York: McGraw-Hill.
   Google Scholar
• Sanz-Elorza, M., Dana, E. D. E. D. A. González, and E. Sobrino. 2003. “Changes in the High-Mountain Vegetation of the Central Iberian Peninsula as a Probable Sign of Global Warming.” Annals of Botany 92 (2): 273–280. doi:10.1093/aob/mcg130.
   PubMed Web of Science ®Google Scholar
• Saura, S., B. Bertzky, L. Bastin, L. Battistella, A. Mandrici, and G. Dubois. 2018. “Protected Area Connectivity: Shortfalls in Global Targets and Country-Level Priorities.” Biological Conservation 219: 53–67. doi:10.1016/j.biocon.2017.12.020.
   PubMed Web of Science ®Google Scholar
• Scriven, S. A., J. A. Hodgson, C. J. McClean, and J. K. Hill. 2015. “Protected Areas in Borneo May Fail to Conserve Tropical Forest Biodiversity under Climate Change.” Biological Conservation 184: 414–423. doi:10.1016/j.biocon.2015.02.018.
   Web of Science ®Google Scholar
• Sleeter, B. M., T. L. Sohl, M. A. Bouchard, R. R. Reker, C. E. Soulard, W. Acevedo, G. E. Griffith., et al. 2012. “Scenarios of Land Use and Land Cover Change in the Conterminous United States: Utilizing the Special Report on Emission Scenarios at Ecoregional Scales.” Global Environmental Change 22 (4): 896–914. doi:10.1016/j.gloenvcha.2012.03.008.
   Web of Science ®Google Scholar
• Sohl, T. L., M. C. Wimberly, V. C. Radeloff, D. M. Theobald, and B. M. Sleeter. 2016. “Divergent Projections of Future Land Use in the United States Arising from Different Models and Scenarios.” Ecological Modelling 337: 281–297. doi:10.1016/j.ecolmodel.2016.07.016.
   Web of Science ®Google Scholar
• Terra, T. N., R. F. dos Santos, and D. C. Costa. 2014. “Land Use Changes in Protected Areas and Their Future: The Legal Effectiveness of Landscape Protection.” Land Use Policy 38: 378–387. doi:10.1016/j.landusepol.2013.12.003.
   Web of Science ®Google Scholar
• Thomas, C. D., and P. K. Gillingham. 2015. “The Performance of Protected Areas for Biodiversity under Climate Change.” Biological Journal of the Linnean Society 115 (3): 718–730. doi:10.1111/bij.12510.
   Web of Science ®Google Scholar
• Tobler, W. 1979. “Cellular Geography.” In Philosophy in Geography, edited by S. Gale and G. Olsson, 379–386. Dortrecht: Reidel.
   Google Scholar
• Triviño, M., M. Cabeza, W. Thuiller, T. Hickler, and M. B. Araújo. 2013. “Risk Assessment for Iberian Birds under Global Change.” Biological Conservation 168: 192–200. doi:10.1016/j.biocon.2013.10.005.
   Web of Science ®Google Scholar
• Valencia-Barrera, R. M., P. Comtois, and D. Fernández-González. 2002. “Bioclimatic Indices as a Tool in Pollen Forecasting.” International Journal of Biometeorology 46 (4): 171–175. doi:10.1007/s00484-002-0138-y.
   PubMed Web of Science ®Google Scholar
• Van Vuuren, D. P., J. Edmonds, M. Kainuma, K. Riahi, A. Thomson, K. Hibbard, G. C. Hurtt et al. 2011. “The Representative Concentration Pathways: An Overview.” Climatic Change 109 (1–2): 5–31. doi:10.1007/s10584-011-0148-z.
   Web of Science ®Google Scholar
• Vaz, E. N., P. Nijkamp, M. Painho, M. Caetano, and M. Gaetano. 2012. “A Multi-Scenario Forecast of Urban Change: A Study on Urban Growth in the Algarve.” Landscape and Urban Planning 104 (2): 201–211. doi:10.1016/j.landurbplan.2011.10.007.
   Web of Science ®Google Scholar
• Vitousek, P. M., H. Mooney, J. Lubchenco, and J. M. Melillo. 1997. “Human Domination of Earth’s Ecosystems.” Science 277 (5325): 494–499. doi:10.1126/science.277.5325.494.
   Web of Science ®Google Scholar
• White, R., and G. Engelen. 1993. “Cellular Automata and Fractal Urban Form: A Cellular Modelling Approach to the Evolution of Urban Land-Use Patterns.” Environment and Planning A: Economy and Space 25 (8): 1175–1199. doi:10.1068/a251175.
   Web of Science ®Google Scholar
• WWF. 2018. “Autopistas Salvajes.” wwf.es.
   Google Scholar
• Xin, X., T. Wu, and J. Zhang. 2013. “Introduction of CMIP5 Experiments Carried out with the Climate System Models of Beijing Climate Center.” Advances in Climate Change Research 4 (1): 41–49. doi:10.1016/S0169-4332(96)00220-6.
   Google Scholar
• Yukimoto, S., Y. Adachi, M. Hosaka, T. Sakami, H. Yoshimura, M. Hirabara, T. Tanaka., et al. 2012. “A New Global Climate Model of the Meteorological Research Institute: MRI-CGCM3. Model Description and Basic Performance.” Journal of the Meteorological Society of Japan 90A: 23–64. doi:10.2151/jmsj.2012-A02.
   Web of Science ®Google Scholar