Abstract
The increasing interest in agro-environmental management entails having tools to assess, monitor and map agro-environmental functions (AEFs) in different regional contexts. In Europe, decision-making in agro-environmental policies generally targets single functions instead of multiple ones and rarely considers the regional variability of agricultural or geo-physical conditions that may influence the fulfillment of functions. We propose and test a method to assess the potential of farming regions to fulfill a set of AEFs. The method was applied in the “Collina interna grossetana” farming region (Italy) and concerned three functions: protection of surface water from nitrates, protection of soil from erosion, and conservation of landscape diversity. These functions were qualified and mapped using various geo-physical and land cover descriptors from common geographical datasets. All of the descriptors were combined using geographical cluster analysis to identify their contribution to the three functions, and thus to assess the potential of the farming region to fulfill these functions. Three levels of potential were calculated, according to the more or less favorable fulfillment of soil and water functions. No totally favorable contribution to the functions was identified in the studied area. Moreover, we mapped the spatial patterns obtained for the different levels of potential. The landscape diversity function was found to be the least variable in the study area, while different patterns were identified for the other functions. In fact, the northern and central sections of the study region were organized more in the form of large core areas of different levels of potential, whereas the southern section presented more boundary areas, small core areas and isolated pixels. The method may help to establish local priorities in agro-environmental management pointing out where the set of functions is completely or partially fulfilled, as well as where and how it is more or less necessary to focus support measures afforded by environmental policies. Such information could help to palliate the current poor consideration of the spatial variability of functions in regional policies.
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References
Agenzia regionale per lo sviluppo e l’innovazione nel settore agricolo e forestale (ARSIA) (2007) Le zone vulnerabili dai nitrati. http://risorseidriche.arsia.toscana.it/pagebase.asp?p=545. Accessed 12 April 2010
Agenzia regionale per lo sviluppo e l’innovazione nel settore agricolo e forestale (ARSIA) (2010) Le strade del vino di Toscana. http://www.terreditoscana.regione.toscana.it/stradedelvino/ita/index-ita.html. Accessed 15 Dec 2009
Agnoletti M (2007) The degradation of traditional landscape in a mountain area of Tuscany during the 19th and 20th centuries: implications for biodiversity and sustainable management. For Ecol Manag 249:5–17
Angeli L, Bottai L (2004) Valutazione del rischio di erosione: applicazione del modello RUSLE. http://brandenburg.geoecology.uni-potsdam.de/users/maerker/download/grosseto/documenti/rapporto_rusle_luca.pdf. Accessed 12 April 2010
Bastian O, Corti C, Lebboroni M (2007) Determining environmental minimum requirements for functions provided by agro-ecosystems. Agron Sustain Dev 27:1–13
Bazzoffi P (2009) Soil erosion tolerance and water runoff: minimum environmental standards. Reg Environ Change 9:169–179
Bechini L, Castoldi N, Stein A (2011) Sensitivity to information upscaling of agro-ecological assessment: application to soil organic carbon management. Agric Syst 104:480–490
Benoit M, Rizzo D, Marraccini E, Moonen C, Galli M, Lardon S, Rapey H, Thenail C, Bonari E (2012) Landscape agronomy to deal with agricultural landscapes dynamics. Landsc Ecol. doi:10.1007/s10980-012-9802-8
Bonari E, Silvestri N, Pàmpana S, Bàrberi P (1999) La scelta del sistema colturale negli ambienti collinari interni dell’Italia centro-occidentale. Nota II. Aspetti economici, energetici ed ambientali. Rivista di Agronomia 4:220–227
Boody G, Vondracek B, Andow DA, Krinke M, Westra J, Zimmermann J, Welle P (2007) Multifunctional agriculture in the United States. Bioscience 55:27–38
Castoldi N, Bechini L (2010) Integrated sustainability assessment of cropping systems with agro-ecological and economic indicators in Northern Italy. Eur J Agron 32:59–72
Costantini EAC, Barbetti R (2008) Environmental and visual impact analysis of viticulture and olive tree cultivation in the province of Siena (Italy). Eur J Agron 28:412–426
Council of Europe (1991) The nitrate directive 91/676/EEC. http://eur-lex.europa.eu/LexUriServ/LexUriServ.do?uri=CELEX:31991L0676:EN:NOT. Accessed 5 Feb 2012
Council of Europe (2000) European landscape convention. http://conventions.coe.int/Treaty/en/Treaties/Html/176.htm. Accessed 5 Feb 2012
Davidson DA (2002) The assessment of land resources: achievements and new challenges. Aust Geogr Stud 40:109–128
De Groot RS (2006) Function-analysis and valuation as a tool to assess land use conflicts in planning for sustainable, multi-functional landscapes. Landsc Urban Plan 75:175–186
Debolini M, Galli M, Bonari E (2008) Agro-environmental risk analysis at landscape scale: limits for a sustainable land management. Italian J Agron 3:321–322
Debolini M, Marraccini E, Di Bene C, Bonari E (2012) Factors affecting soil organic matter conservation in Mediterranean hilly cropping systems: a case study on 43 cropping systems in Tuscany (Italy). In: Stoddard F, Mäkelä P (eds) 12th Congress of the European Society for Agronomy, Helsinki (Finland), pp 262–263
Directorate General Environment of the European Commission (DG ENV) (2009) Towards green infrastructure for Europe. In: Proceedings of EC workshop 25–26 March 2009, Brussels, Belgium. http://green-infrastructure-europe.org/download/EC%20Workshop%20proceedings%20Green%20Infrastructure%20final. Accessed 15 June 2011
Dramstad WE, Sundli Tveit M, Fjellstad WJ, Fry GLA (2006) Relationships between visual landscape preferences and map-based indicators of landscape structure. Landsc Urban Plan 78:465–474
Dumanski J, Pieri C (2000) Land quality indicators: research plan. Agr Ecosyst Env 81:93–102
Egoh B, Reyes B, Rouget M, Richardson DM, Le Maitre DC, van Jaarsveld AS (2008) Mapping ecosystem services for planning and management. Agric Ecosyst Environ 127:135–140
ESRI (2007) ArcGis desktop tutorials. http://webhelp.esri.com/arcgisdesktop/9.2/index.cfm?TopicName=Tutorials. Accessed 30 Nov 2010
European Commission (1999) ESDP European spatial development perspective—towards balanced and sustainable development of the territory of the European Union. Luxembourg. http://ec.europa.eu/regional_policy/sources/docoffic/official/reports/pdf/sum_en.pdf. Accessed 15 June 2011
European Commission (2003) A long term perspective for sustainable agriculture COM(2003)23. http://ec.europa.eu/agriculture/publi/reports/reformimpact/rep_en.pdf. Accessed 5 Feb 2012
European Commission (2006) Soil thematic strategy COM/2006/0232. http://eur-lex.europa.eu/LexUriServ/LexUriServ.do?uri=CELEX:52006PC0232:EN:NOT. Accessed 5 Feb 2012
European Communities (2008) The economics of ecosystems and biodiversity—an interim report. http://ec.europa.eu/environment/nature/biodiversity/economics/index_en.htm. Accessed 10 May 2012
European Environmental Agency (EEA) (2000) Corine land cover technical guide—Addendum 2000. Technical report 40, 105pp
European Environmental Agency (EEA) (2005) High nature value farmland—characteristics, trends and policy challenges. EEA report 1, 31pp
European Environmental Agency (EEA) (2009) Distribution and targeting of the CAP budget from a biodiversity perspective. Technical report 12, 90pp
European Environmental Agency (EEA) (2010) Territorial dimension of environmental sustainability. Technical report 9, 96pp
European Union (2010) Agriculture in the European Union: statistical and economic information 2009. http://ec.europa.eu/agriculture/agrista/2009/table_en/2009enfinal.pdf. Accessed 15 Oct 2010
Eurostat (2003) Nomenclature of territorial units for statistics NUTS. http://ec.europa.eu/eurostat/ramon/nuts/home_regions_en.html. Accessed 31 May 2007
Fava F, Parolo G, Colombo R, Gusmeroli F, Della Marianna G, Monteiro AT, Bocchi S (2010) Fine-scale assessment of hay meadow productivity and plant diversity in the European Alps using field spectrometric data. Agric Ecosyst Environ 137:151–157
Galli M, Marraccini E, Bonari E, Debolini M, Rizzo D (2007) Assetto agro-territoriale e qualificazione dei sistemi agricoli. Il caso della provincia di Grosseto. In: Cosentino SL, Tuttobene R (eds) Proceedings of the XXXVII Convegno Nazionale della Società Italiana di Agronomia, Catania, Italy, pp 39–40
Giupponi C, Eiselt B, Ghetti PF (1999) A multicriteria approach for mapping risks of agricultural pollution for water resources: the Venice Lagoon watershed case study. J Environ Manag 56:259–269
Hargrove WW, Hoffman FM (2005) Potential of multivariate quantitative methods for delineating and visualization of ecoregion. Environ Manag 34:S39–S60
Helming K, Diehl K, Bach A, Dilly O, König B, Kuhlman T, Perez-Soba M, Sieber S, Tabbush P, Tscherning K, Wascher D, Wiggering H (2011) Ex-ante impact assessment of policies affecting land use. Part A. Analytical framework. Ecol Soc 16:27
Hermann A, Schleifer S, Wrbka T (2011) The concept of ecosystem service regarding landscape research: a review. Living Rev Landsc Res 5:5–26
Huffman E, Eilers RG, Padbury G, Wall G, MacDonald KB (2000) Canadian agri-environmental indicators related to land quality: integrating census and bio-physical data to estimate soil cover, wind erosion and soil salinity. Agric Ecosyst Environ 81:113–123
Imeson AC, Cammeraat LH, Prinsen H (1998) A conceptual approach for evaluating the storage and release of contaminants derived from process based land degradation studies: an example from the Guadalentın basin, Southeast Spain. Agric Ecosyst Environ 67:223–237
Istituto Nazionale di Statistica (ISTAT) (2000) 5° Censimento dell’Agricoltura. http://www.istat.it/censimenti/agricoltura/. Accessed 1 Oct 2006
Istituto Nazionale di Statistica (ISTAT) (2001) 14° Censimento della Popolazione e delle Abitazioni. http://www.istat.it/censimenti/popolazione/. Accessed 1 Oct 2006
Jenness Enterprises (2006) Repeating shapes for ArcGis. http://www.jennessent.com/arcgis/repeat_shapes.htm. Accessed 31 Aug 2007
Jongman RHG, Bunce RGH, Metzger MJ, Mücher CA, Howard DC, Mateus VL (2006) Objectives and applications of a statistical environmental stratification of Europe. Landsc Ecol 21:409–419
Kienast F, Bolliger J, Potschin M, De Groot RS, Verburg PH, Heller I, Washer D, Haines-Young R (2009) Assessing landscape functions with broad-scale environmental data: insights gained from a prototype development in Europe. Environ Manag 44:1099–1120
Lamma Cres (2004) Cartografia digitale delle aree soggette a vincolo paesaggistico, ai sensi della ex Legge 1497/39. http://www.lamma-cres.rete.toscana.it/sitbc/tema.asp?typ=3&pr=GR. Accessed 15 June 2011
Leenhardt D, Angevin F, Biarnès A, Colbach N, Mignolet C (2010) Describing and locating cropping systems on a regional scale. A review. Agron Sustain Dev 30:131–138
Lesschen JP, Verburg PH, Staal SJ (2005) Statistical methods for analysing the spatial dimension of changes in land use and farming systems. LUCC Report Series 7, 80pp
Lütz M, Felici F (2009) Indicators to identify the agricultural pressures on environmental functions and their use in the development of agri-environmental measures. Reg Environ Change 9:181–196
Marraccini E (2010) The assessment of agro-environmental functions: a landscape agronomy approach. PhD thesis, Scuola Superiore Sant’Anna (Italy) and AgroParisTech (France). http://hal-agroparistech.archives-ouvertes.fr/docs/00/58/98/32/PDF/these_Marraccini_It.pdf. Accessed 34 Oct 2012
Marraccini E, Galli M, Rapey H, Lardon S, Bonari E (2009) Multiple agro-environmental functions targeted by policy- makers in two European agricultural regions. In: Breuste J, Kozová M, Finka M (eds) Proceedings of the European IALE congress, Salzburg, Austria, pp 167–172
Marraccini E, Debolini M, Di Bene C, Rapey H, Bonari E (2012) Soil organic matter conservation in Mediterranean hilly winter cereal-legumes systems: a case study in Tuscany (Italy). Italian J Agron 7:283–292
Millennium Ecosystem Assessment (2005) Ecosystems and human well-being: synthesis. Island Press, Washington, DC
Neumann B, Lütz M, Schüpbach B, Szerencsits E (2009) Spatial modelling for the development of agri-environmental programs. Reg Environ Change 9:197–207
Nunes AN, de Almeida AC, Coelho COA (2011) Impacts of land use and cover type on runoff and soil erosion in a marginal area of Portugal. Appl Geog 31:687–699
Organisation for Economic Co-operation and Development (OECD) (2001) Multifunctionality. Towards an analytical framework. OECD, Paris, p 159
Pinto-Correia T, Haynes-Young R, Parris K (2003) Values and assessment of multifunctional landscapes. In: Brandt J, Vejre H (eds) Multifunctional landscapes. Theory, values and history. WIT Press, Southampton, pp 273–276
Pinto-Correia T, Gustavsson R, Pirnat J (2006) Bridging the gap between centrally defined policies and local decisions—towards a more sensitive and creative rural landscape management. Landsc Ecol 21:333–346
Qureshi ME, Harrison SR, Wegener MK (1999) Validation of multi-criteria analysis models. Agric Syst 62:105–116
Ragaglini G, Villani R, Guidi W, Bonari E (2008) Bioenergy production assessment at regional level under different scenarios of resources exploitation. Aspects Appl Biol 90:109–118
Regione Toscana (1999) Carta dei suoli in scala 1:250000. http://sit.lamma.rete.toscana.it/websuoli/. Accessed 15 May 2007
Regione Toscana (2000) Piano di Indirizzo Territoriale. http://www.rete.toscana.it/sett/territorio/carto/cartopage/index.htm. Accessed 15 May 2007
Regione Toscana (2001) Cartografia Tecnica Regionale. http://www.rete.toscana.it/sett/territorio/carto/cartopage/index.htm. Accessed 15 May 2007
Regione Toscana (2004) Modello Digitale del Terreno da dati altimetrici
Rindfuss RR, Walsh SJ, Turner BL, Fox J, Mishtra V (2004) Developing a science of land change: challenges and methodological issues. Proc Natl Acad Sci 101:13976–13981
Rossiter DG (1996) A theoretical framework for land evaluation. Geoderma 72:165–190
Soil Survey Division Staff (1993) Soil survey manual. Soil Conservation Service. U.S. Department of Agriculture, Handbook 18
Soil Survey Staff (1975) Soil taxonomy: a basic system of soil classification for making and interpreting soil surveys. USDA-SCS Agric. Handb. 436. U.S. Gov. Print. Office, Washington, DC
Thenail C, Baudry J (2005) Farm riparian land use and management: driving factors and tensions between technical and ecological functions. Environ Manag 5:640–653
Thornes JB, Brandt JC, Geeson N (1998) Mediterranean desertification. Wiley, New York
Tipraqsa P, Craswell ET, Noble AD, Schmidt-Vogt D (2007) Resource integration for multiple benefits: multifunctionality of integrated farming systems in Northeast Thailand. Agric Syst 94:694–703
Viglizzo EF, Pordomingo AJ, Castro MG, Lértora FA, Bernardos JN (2004) Scale-dependent controls on ecological functions in agroecosystems of Argentina. Agr Ecosyst Environ 101:39–51
Wang DH, Medley KE (2004) Land use model for carbon conservation across a Midwestern USA landscape. Landsc Urban Plan 69:451–465
Weinstoerffer J, Girardin P (2000) Assessment of the contribution of land use patterns and intensity to landscape quality: use of a landscape indicator. Ecol Model 130:95–109
Wendland F, Bach M, Kunkel R (1998) The influence of nitrate reduction strategies on the temporal development of the nitrate pollution of soil and groundwater throughout Germany – a regionally differentiated case study. Nutr Cycl Agroecosyst 50:167–179
Willemen L, Verburg PH, Hein L, van Mensvoort MEF (2008) Spatial characterization of landscape functions. Landsc Urban Plan 88:34–43
Williams CL, Hargrove WW, Liebman M, James DE (2008) Agro-ecoregionalisation of Iowa using multivariate geographical clustering. Agric Ecosyst Environ 123:161–174
Wischmeier WH, Smith DD (1978) Predicting rainfall erosion losses: a guide to conservation planning. Agriculture Handbook No. 537. USDA/Science and Education Administration, US. Govt. Printing Office, Washington, DC
Yunkai L, Yingjie T, Zhiyun O, Tingwu X, Peiling Y, Huanxun Z (2010) Analysis of soil erosion characteristics in small watersheds with particle swarm optimization, support vector machine, and artificial neuronal networks. Environ Earth Sci 60:1559–1568
Acknowledgments
This study was a part of EM PhD Grant from the Scuola Superiore Sant’Anna (Pisa, Italy) and the Irstea of Clermont-Ferrand (France). We are grateful to the province of Grosseto for providing the spatial databases. We would like to thank Claudine Thenail, Camilla Moonen, Davide Rizzo, and Elisa Pellegrino for reviewing a previous version of this manuscript, and Paolo Frumento for the statistical support.
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Marraccini, E., Rapey, H., Galli, M. et al. Assessing the Potential of Farming Regions to Fulfill Agro-Environmental Functions: A Case Study in Tuscany (Italy). Environmental Management 51, 759–776 (2013). https://doi.org/10.1007/s00267-012-9997-0
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DOI: https://doi.org/10.1007/s00267-012-9997-0