Abstract
Context
Despite the importance of understanding the historical dynamics of ecosystem services (ES), little research has focused on a historical, spatially explicit, assessment of ES supply.
Objectives
This research is aimed at understanding the spatial patterns and potential drivers of temporal variations of ES supply. It has assessed associations of ES temporal variations, delineated ES bundles from changes in ES supply over time, and identified potential drivers of ES bundles. Finally, we discuss the potential implications for spatial planning.
Methods
We reconstructed the spatio-temporal patterns of 11 ES supply in the canton of Vaud, Switzerland, between 1979 and 2014. We used Spearman’s rank coefficient, k-means clustering and redundancy analysis to understand the spatial patterns and potential drivers of temporal variations of ES supply.
Results
Municipalities were grouped into four clusters based on ES supply changes over four decades. Food production showed the most negative associations with other ES. Regulating ES were not always synergetic and were less related to increases in population density than cultural ES, which were found in low population density municipalities. In general, synergetic ES may not respond to the same potential drivers. Municipalities were able to supply ES at different levels but none showed an increase in all ES.
Conclusions
ES can be synergetic in one bundle, but antagonistic in another. Different processes can cause a change in the same ES depending on their supply location. It seems unrealistic to require each municipality to have a multifunctional territory in the current political context.
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References
Baró F, Gómez-Baggethun E, Haase D (2017) Ecosystem service bundles along the urban-rural gradient: insights for landscape planning and management. Ecosyst Serv 24:147–159
Baró F, Palomo I, Zulian G, Vizcain P, Haase D, Gómez-Baggethun E (2016) Mapping ecosystem service capacity flow and demand for landscape and urban planning: a case study in the Barcelona metropolitan region. Land Use Policy 57:405–417
Bennett EM, Peterson GD, Gordon LJ (2009) Understanding relationships among multiple ecosystem services. Ecol Lett 12:1394–1404
Bennett EM, Cramer W, Begossi A, Cundill G, Díaz S, Egoh BN, Lebel L (2015) Linking biodiversity ecosystem services and human well-being: three challenges for designing research for sustainability. Curr Opin Environ Sustain 14:76–85
Brand F, Seidl R, Le Q, Brändle J, Scholz R (2013) Constructing consistent multiscale scenarios by transdisciplinary processes: the case of mountain regions facing global change. Ecol Soc 18(2):43
Braun D, Damm A, Hein L, Petchey OL, Schaepman ME (2018) Spatio-temporal trends and trade-offs in ecosystem services: an Earth observation based assessment for Switzerland between 2004 and 2014. Ecol Indic 89:828–839
Burkhard B, Kroll F, Nedkov S, Müller F (2012) Mapping ecosystem service supply demand and budgets. Ecol Indic 21:17–29
Castro AJ, Martín-López B, López E, Plieninger T, Alcaraz-Segura D, Vaughn CC, Cabello J (2015) Do protected areas networks ensure the supply of ecosystem services? Spatial patterns of two nature reserve systems in semi-arid Spain. Appl Geogr 60:1–9
Cohen J (1992) A power primer. Psychol Bull 112(1):155
Costanza R, de Groot R, Braat L, Kubiszewski I, Fioramonti L, Sutton P, Farber S, Grasso M (2017) Twenty years of ecosystem services: how far have we come and how far do we still need to go? Ecosyst Serv 1(28):1–6
Crouzat E, Mouchet M, Turkelboom F, Byczek C, Meersmans J, Berger F, Lavorel S (2015) Assessing bundles of ecosystem services from regional to landscape scale: insights from the French Alps. J Appl Ecol 52(5):1145–1155
Dade MC, Mitchell MG, McAlpine CA, Rhodes JR (2018) Assessing ecosystem service trade-offs and synergies: the need for a more mechanistic approach. Ambio. https://doi.org/10.1007/s13280-018-1127-7
Dallimer M, Davies ZG, Diaz-Porras DF, Irvine KN, Maltby L, Warren PH, Gaston KJ (2015) Historical influences on the current provision of multiple ecosystem services. Glob Environ Change 31:307–317
DeFries RS, Foley JA, Asner GP (2004) Land-use choices: balancing human needs and ecosystem function. Front Ecol Environ 2(5):249–257
Directorate General for the Environment (DGE) (2019) Sites protégés. https://www.vd.ch/themes/environnement/biodiversite-et-paysage/sites-proteges/#c2043936. Accessed 05 Feb 2019
Dittrich A, von Wehrden H, Abson DJ, Bartkowski B, Cord AF, Fust P, Nieto-Romero M (2017) Mapping and analysing historical indicators of ecosystem services in Germany. Ecol Indic 75:101–110
Federal Office for Environment (FOEN) (2019a) Paysages d’importance nationale. https://www.bafu.admin.ch/bafu/fr/home/themes/paysage/info-specialistes/conserver-et-developper-la-qualite-du-paysage/paysages-d_importance-nationale.html. Accessed 05 Feb 2019
Federal Office for Environment (FOEN) (2019b) Biotopes d’importance nationale. https://www.bafu.admin.ch/bafu/fr/home/themes/biodiversite/info-specialistes/mesures-de-conservation-de-la-biodiversite/infrastructure-ecologique/biotopes-d_importance-nationale.html. Accessed 05 Feb 2019
Fei L, Shuwen Z, Jiuchun Y, Kun B, Qing W, Junmei T, Liping C (2016) The effects of population density changes on ecosystem services value: a case study in Western Jilin China. Ecol Indic 64:328–337
Gos P (2013) Modélisation des bouquets de services écosystémiques et intensification écologique des pratiques d’élevage dans Vercors. Doctoral dissertation, Université Grenoble Alpes
Groß J (2003) Variance inflation factors. R News 3(1):13–15
Guerra CA, Metzger MJ, Maes J, Pinto-Correia T (2016) Policy impacts on regulating ecosystem services: looking at the implications of 60 years of landscape change on soil erosion prevention in a Mediterranean silvo-pastoral system. Landscape Ecol 31(2):271–290
Haines-Young R, Potschin M (2013) Common international classification of ecosystem services (CICES): consultation on version 4 August–December 2012. EEA Framework Contract No. EEA/IEA/09/003
Harrell FE Jr (2019) Package ‘Hmisc’. https://cran.r-project.org/web/packages/Hmisc/Hmisc.pdf. Accessed 15 Feb 2019
Howe C, Suich H, Vira B, Mace GM (2014) Creating win-wins from trade-offs? Ecosystem services for human well-being: a meta-analysis of ecosystem service trade-offs and synergies in the real world. Glob Environ Change 28:263–275
Huang L, Cao W, Xu X, Fan J, Wang J (2018) Linking the benefits of ecosystem services to sustainable spatial planning of ecological conservation strategies. J Environ Manag 222:385–395
Jaligot R, Chenal J, Bosch M, Hasler S (2019) Historical dynamics of ecosystem services and land management policies in Switzerland. Ecol Indic 101:81–90
Jaligot R, Hasler S, Chenal J (2018) National assessment of cultural ecosystem services: participatory mapping in Switzerland. Ambio. https://doi.org/10.1007/s13280-018-1138-4
Jopke C, Kreyling J, Maes J, Koellner T (2015) Interactions among ecosystem services across Europe: Bagplots and cumulative correlation coefficients reveal synergies trade-offs and regional patterns. Ecol Indic 49:46–52
Kienast F, Frick J, van Strien MJ, Hunziker M (2015) The Swiss Landscape Monitoring Program—a comprehensive indicator set to measure landscape change. Ecol Model 295:136–150
Legendre P, Legendre LF (2012) Numerical ecology, vol 24. Elsevier, Amsterdam
Lin S, Wu R, Yang F, Wang J, Wu W (2018) Spatial trade-offs and synergies among ecosystem services within a global biodiversity hotspot. Ecol Indic 84:371–381
Liu Y, Lü Y, Fu B, Harris P, Wu L (2019) Quantifying the spatio-temporal drivers of planned vegetation restoration on ecosystem services at a regional scale. Sci Total Environ 650:1029–1040
Lorilla R, Poirazidis K, Kalogirou S, Detsis V, Martinis A (2018) Assessment of the spatial dynamics and interactions among multiple ecosystem services to promote effective policy making across Mediterranean Island landscapes. Sustainability 10(9):3285
Luo Y, Lü Y, Fu B, Zhang Q, Li T, Hu W, Comber A (2019) Half century change of interactions among ecosystem services driven by ecological restoration: quantification and policy implications at a watershed scale in the Chinese Loess Plateau. Sci Total Environ 651:2546–2557
Lüscher, C. 2003. 10 Jahre Fahrplan Fruchtfolge- flachen (FFF). Erfahrungen der Kantone, Erwartungen an den Bund. Bern, Switzerland
Maes J, Teller A, Erhard M, Liquete C, Braat L, Berry P, Egoh B, Puydarrieux P, Fiorina C, Santos F, Paracchini ML (2018) Mapping and assessment of ecosystems and their services: an analytical framework for ecosystem condition. Publications office of the European Union, Luxembourg
Mastrangelo ME, Weyland F, Villarino SH, Barral MP, Nahuelhual L, Laterra P (2014) Concepts and methods for landscape multifunctionality and a unifying framework based on ecosystem services. Landsc Ecol 29(2):345–358
Mouchet MA, Lamarque P, Martín-López B, Crouzat E, Gos P, Byczek C, Lavorel S (2014) An interdisciplinary methodological guide for quantifying associations between ecosystem services. Glob Environ Change 28:298–308
Mouchet MA, Paracchini ML, Schulp CJE, Stürck J, Verkerk PJ, Verburg PH, Lavorel S (2017) Bundles of ecosystem (dis) services and multifunctionality across European landscapes. Ecol Indic 73:23–28
Oksanen J, Kindt R, Legendre P, O’Hara B, Stevens MHH, Oksanen MJ, Suggests MASS (2007) The vegan package. Community Ecol Package 10:631–637
Opdam P, Steingröver E, Van Rooij S (2006) Ecological networks: a spatial concept for multi-actor planning of sustainable landscapes. Landsc Urban Plan 75(3–4):322–332
Palomo I, Martín-López B, Potschin M, Haines-Young R, Montes C (2013) National Parks buffer zones and surrounding lands: mapping ecosystem service flows. Ecosyst Serv 4:104–116
Paracchini ML, Pacini C, Jones MLM, Pérez-Soba M (2011) An aggregation framework to link indicators associated with multifunctional land use to the stakeholder evaluation of policy options. Ecol Indic 11:71–80
Plieninger T, Draux H, Fagerholm N, Bieling C, Bürgi M, Kizos T, Verburg PH (2016) The driving forces of landscape change in Europe: a systematic review of the evidence. Land Use Policy 57:204–214
Power AG (2010) Ecosystem services and agriculture: tradeoffs and synergies. Philos Trans R Soc Lond B 365(1554):2959–2971
Qiu J, Carpenter SR, Booth EG, Motew M, Zipper SC, Kucharik CJ, Turner MG (2018) Understanding relationships among ecosystem services across spatial scales and over time. Environ Res Lett 13(5):054020
Qiu J, Turner MG (2013) Spatial interactions among ecosystem services in an urbanizing agricultural watershed. Proc Natl Acad Sci USA 110(29):12149–12154
Queiroz C, Meacham M, Richter K, Norström AV, Andersson E, Norberg J, Peterson G (2015) Mapping bundles of ecosystem services reveals distinct types of multifunctionality within a Swedish landscape. Ambio 44(1):89–101
Rabe SE, Gantenbein R, Richter KF, Grêt-Regamey A (2018) Increasing the credibility of expert-based models with preference surveys–Mapping recreation in the riverine zone. Ecosyst Serv 31:308–317
Rall E, Bieling C, Zytynska S, Haase D (2017) Exploring city-wide patterns of cultural ecosystem service perceptions and use. Ecol Indic 77:80–95
Raudsepp-Hearne C, Peterson GD, Bennett EM (2010) Ecosystem service bundles for analyzing tradeoffs in diverse landscapes. Proc Natl Acad Sci USA 107(11):5242–5247
Renard D, Rhemtulla JM, Bennett EM (2015) Historical dynamics in ecosystem service bundles. Proc Natl Acad Sci USA 112(43):13411–13416
Rewitzer S, Huber R, Grêt-Regamey A, Barkmann J (2017) Economic valuation of cultural ecosystem service changes to a landscape in the Swiss Alps. Ecosyst Serv 26:197–208
Roces-Díaz JV, Vayreda J, Banqué-Casanovas M, Díaz-Varela E, Bonet JA, Brotons L, de-Miguel S, Herrando S, Martínez-Vilalta J (2018) The spatial level of analysis affects the patterns of forest ecosystem services supply and their relationships. Sci Total Environ 626:1270–1283
Rodríguez-Loinaz G, Alday JG, Onaindia M (2015) Multiple ecosystem services landscape index: a tool for multifunctional landscapes conservation. J Environ Manag 147:152–163
Santos-Martín F, Zorrilla-Miras P, Palomo-Ruiz I, Montes C, Benayas J, Maes J (2019) Protecting nature is necessary but not sufficient for conserving ecosystem services: a comprehensive assessment along a gradient of land-use intensity in Spain. Ecosyst Serv 35:43–51
Schirpke U, Candiago S, Vigl LE, Jäger H, Labadini A, Marsoner T, Tappeiner U (2019) Integrating supply flow and demand to enhance the understanding of interactions among multiple ecosystem services. Sci Total Environ 651:928–941
Schirpke U, Tasser E, Tappeiner U (2013) Predicting scenic beauty of mountain regions. Landsc Urban Plan 111:1–12
Schneider MK, Homburger H, Scherer-Lorenzen M, Lüscher A (2013) Intensité de pâture et services écosystémiques dans les alpages. Rech Agron Suisse 4(5):222–229
Schwaab J, Deb K, Goodman E, Kool S, Lautenbach S, Ryffel A, Grêt-Regamey A (2018) Using multi-objective optimization to secure fertile soils across municipalities. Appl Geogr 97:75–84
Scott A, Carter C, Hardman M, Grayson N, Slaney T (2018) Mainstreaming ecosystem science in spatial planning practice: exploiting a hybrid opportunity space. Land Use Policy 70:232–246
SFSO (Swiss Federal Statistical Office) (2015) L’utilisation du sol en Suisse: exploitation et analyse. https://www.bfs.admin.ch/bfs/fr/home/statistiques/espace-environnement/utilisation-couverture-sol.assetdetail.349275.html. Accessed 25 May 2018
SFSO (Swiss Federal Statistical Office) (2018) Annuaire statistique de la Suisse 2018. https://www.bfs.admin.ch/bfs/fr/home/statistiques/catalogues-banques-donnees/publications/ouvrages-synthese/annuaire-statistique-suisse.assetdetail.4522228.html. Accessed 25 May 2018
Spake R, Lasseur R, Crouzat E, Bullock JM, Lavorel S, Parks KE, Mouchet M (2017) Unpacking ecosystem service bundles: towards predictive mapping of synergies and trade-offs between ecosystem services. Glob Environ Change 47:37–50
Statistique Vaud (2017) Districts et Communes: Autres tableaux. http://www.scris.vd.ch/Default.aspx?DomId=33. Accessed 15 Dec 2018
Statistique Vaud (2018) Finances communales: tableaux. http://www.scris.vd.ch/Default.aspx?DomID=1951. Accessed 05 Feb 2019
Stürck J, Schulp CJ, Verburg PH (2015) Spatio-temporal dynamics of regulating ecosystem services in Europe—the role of past and future land use change. Appl Geogr 63:121–135
Swisstopo (2001) DHM25. https://shop.swisstopo.admin.ch/en/products/height_models/dhm25. Accessed May 2018
Tomscha SA, Gergel SE (2016) Ecosystem service trade-offs and synergies misunderstood without landscape history. Ecol Soc 21(1):43
Tomscha SA, Sutherland IJ, Renard D, Gergel SE, Rhemtulla JM, Bennett EM, Clark EE (2016) A guide to historical data sets for reconstructing ecosystem service change over time. BioScience 66(9):747–762
Turkelboom F, Leone M, Jacobs S, Kelemen E, García-Llorente M, Baró F, Thoonen M (2018) When we cannot have it all: ecosystem services trade-offs in the context of spatial planning. Ecosyst Serv 29:566–578
Turner KG, Odgaard MV, Bøcher PK, Dalgaard T, Svenning JC (2014) Bundling ecosystem services in Denmark: trade-offs and synergies in a cultural landscape. Landsc Urban Plan 125:89–104
Urban MC, Skelly DK, Burchsted D, Price W, Lowry S (2006) Stream communities across a rural–urban landscape gradient. Divers Distrib 12(4):337–350
Vallet A, Locatelli B, Levrel H, Pérez CB, Imbach P, Carmona NE, Oszwald J (2016) Dynamics of ecosystem services during forest transitions in Reventazón Costa Rica. PLoS ONE 11(7):e0158615
Vallet A, Locatelli B, Levrel H, Wunder S, Seppelt R, Scholes RJ, Oszwald J (2018) Relationships between ecosystem services: comparing methods for assessing tradeoffs and synergies. Ecol Econ 150:96–106
van Berkel DB, Verburg PH (2014) Spatial quantification and valuation of cultural ecosystem services in an agricultural landscape. Ecol Indic 37:163–174
Verhagen W, Van Teeffelen AJ, Compagnucci AB, Poggio L, Gimona A, Verburg PH (2016) Effects of landscape configuration on mapping ecosystem service capacity: a review of evidence and a case study in Scotland. Landscape Ecol 31(7):1457–1479
Vigl LE, Schirpke U, Tasser E, Tappeiner U (2016) Linking long-term landscape dynamics to the multiple interactions among ecosystem services in the European Alps. Landscape Ecol 31(9):1903–1918
Vigl LE, Tasser E, Schirpke U, Tappeiner U (2017) Using land use/land cover trajectories to uncover ecosystem service patterns across the Alps. Reg Environ Change 17(8):2237–2250
Weller DE, Baker ME, Jordan TE (2011) Effects of riparian buffers on nitrate concentrations in watershed discharges: new models and management implications. Ecol Appl 21(5):1679–1695
Wu J (2014) Urban ecology and sustainability: the state-of-the-science and future directions. Landsc Urban Plan 125:209–221
Xu M, Dong X, Yang X, Wang R, Zhang K, Zhao Y, Jeppesen E (2017) Using palaeolimnological data and historical records to assess long-term dynamics of ecosystem services in typical Yangtze shallow lakes (China). Sci Total Environ 584:791–802
Zarrineh N, Abbaspour K, van Griensven A, Jeangros B, Holzkämper A (2018) Model-based evaluation of land management strategies with regard to multiple ecosystem services. Sustainability 10(11):3844
Zimmermann RC (2006) Recording rural landscapes and their cultural associations: some initial results and impressions. Environ Sci Policy 9(4):360–369
Zuur AF, Ieno EN, Walker NJ, Saveliev AA, Smith G (2009) Mixed effects models and extensions in ecology with R. In: Gail M, Krickeberg K, Samet JM, Tsiatis A, Wong W (eds) Statistics for biology and health. Springer, New York
Acknowledgements
This research would not have been possible without the help of those who provided assistance and data, including scientists from the Federal Office for Environment, the Federal Office for Agriculture, the Federal Statistical Office and the Federal Institute for Forests and Snow. We are also grateful to the experts at ETH Zürich and the University of Geneva for their input regarding the selection of ecosystem services.
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Jaligot, R., Chenal, J. & Bosch, M. Assessing spatial temporal patterns of ecosystem services in Switzerland. Landscape Ecol 34, 1379–1394 (2019). https://doi.org/10.1007/s10980-019-00850-7
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DOI: https://doi.org/10.1007/s10980-019-00850-7