Representing composition, spatial structure and management intensity of European agricultural landscapes: A new typology

Abstract Comprehensive maps that characterize the variation in agricultural landscapes across Europe are lacking. In this paper we present a new Europe-wide, spatially-explicit typology and inventory of the diversity in composition, spatial structure and management intensity of European agricultural landscapes. Agricultural landscape types were characterized at a 1 km 2 resolution based on Europe-wide datasets that represent land cover, landscape structure and land management intensity. Two alternative approaches for typology development were used: an expert-based top-down approach, and a bottom-up approach based on automated clustering using Self Organizing Maps (SOMs). Comparison with available national and European landscape typologies showed that our typology deviates from existing biophysical and anthropocentric typologies relevant to agricultural landscapes as result of the inclusion of land management aspects. Concordance occurred between specific European typology classes, while the comparison with national landscape typologies showed a correspondence in agricultural landscape patterns. Our agricultural landscape typology can provide a basis for landscape assessment at a European-scale to help to identify agricultural landscape types prone to change and landscapes that may require policy response.

[1]  C. Thenail.  Relationships between farm characteristics and the variation of the density of hedgerows at the level of a micro-region of bocage landscape. Study case in Brittany, France , 2002 .

[2]  C. A. Mücher,et al.  European environmental stratifications and typologies: an overview , 2011 .

[3]  S. Linden,et al.  Cross-border Comparison of Post-socialist Farmland Abandonment in the Carpathians , 2008, Ecosystems.

[4]  G. Fry,et al.  The shared landscape: what does aesthetics have to do with ecology? , 2007, Landscape Ecology.

[5]  Javier Gallego,et al.  The European Land Use and Cover Area‐Frame Statistical Survey , 2010 .

[6]  W. Britz.  CAPRI Modelling System Documentation COMMON AGRICULTURAL POLICY REGIONAL IMPACT ANALYSIS , 2005 .

[7]  Carsten F. Dormann,et al.  Assessing the intensity of temperate European agriculture at the landscape scale , 2006 .

[8]  E. Lambin,et al.  The emergence of land change science for global environmental change and sustainability , 2007, Proceedings of the National Academy of Sciences.

[9]  J. Meeus.  Pan-European landscapes , 1995 .

[10]  Garry D. Peterson,et al.  Understanding relationships among multiple ecosystem services. , 2009, Ecology letters.

[11]  Caspar A. Mücher,et al.  A new European Landscape Classification (LANMAP): A transparent, flexible and user-oriented methodology to distinguish landscapes , 2010 .

[12]  Kathleen Neumann,et al.  Challenges in using land use and land cover data for global change studies , 2011 .

[13]  K. Neumann,et al.  Modelling the spatial distribution of livestock in Europe , 2009, Landscape Ecology.

[14]  Erle C. Ellis,et al.  Putting people in the map: anthropogenic biomes of the world , 2008 .

[15]  Paracchini Maria-Luisa,et al.  High Nature Value Farmland in Europe - An Estimate of the Distribution Patterns on the Basis of Land Cover and Biodiversity Data , 2008 .

[16]  Carsten F. Dormann,et al.  Indicators for biodiversity in agricultural landscapes: a pan‐European study , 2007 .

[17]  Teja Tscharntke,et al.  Are landscape complexity and farm specialisation related to land-use intensity of annual crop fields? , 2005 .

[18]  Paracchini Maria-Luisa,et al.  Measuring societal awareness of the rural agrarian landscape: indicators and scale issues , 2012 .

[19]  Anette Reenberg,et al.  A conceptual framework for analysing and measuring land-use intensity☆ , 2013, Current opinion in environmental sustainability.

[20]  M. Emmerson,et al.  Persistent negative effects of pesticides on biodiversity and biological control potential on European farmland , 2010 .

[21]  M. Turner,et al.  LANDSCAPE ECOLOGY : The Effect of Pattern on Process 1 , 2002 .

[22]  Lutgarde M. C. Buydens,et al.  Self- and Super-organizing Maps in R: The kohonen Package , 2007 .

[23]  Wendy Fjellstad,et al.  Integrating landscape-based values—Norwegian monitoring of agricultural landscapes , 2001 .

[24]  Gerald Busch,et al.  Future European agricultural landscapes—What can we learn from existing quantitative land use scenario studies? , 2006 .

[25]  Paul F. Hessburg,et al.  Mapcurves: a quantitative method for comparing categorical maps , 2006, J. Geogr. Syst..

[26]  Teuvo Kohonen,et al.  Self-Organizing Maps , 2010 .

[27]  Eric F. Lambin,et al.  Introduction: Local Processes with Global Impacts , 2006 .

[28]  Michael Jones.  The Concept of Cultural Landscape: Discourse and Narratives , 2003 .

[29]  E. Oteros‐Rozas,et al.  Assessing, mapping, and quantifying cultural ecosystem services at community level , 2013 .

[30]  Brian D. Ripley,et al.  Pattern Recognition and Neural Networks , 1996 .

[31]  Lisa J. Graumlich,et al.  Global Land-Cover Change: Recent Progress, Remaining Challenges , 2006 .

[32]  J. Baudry,et al.  Variation of farm spatial land use pattern according to the structure of the hedgerow network (bocage) landscape: a case study in northeast Brittany , 2004 .

[33]  U. Walz,et al.  Linking landscape structure and biodiversity , 2013 .

[34]  P. Verburg,et al.  Quantifying and mapping ecosystem services: Demand and supply of pollination in the European Union , 2014 .

[35]  J. Vickery,et al.  Spatial and structural uniformity of lowland agricultural grassland in England: a context for low biodiversity , 2005 .

[36]  Elizabeth Brabec,et al.  Remnants of medieval field patterns in the Czech Republic: analysis of driving forces behind their disappearance with special attention to the role of hedgerows. , 2009 .

[37]  M. Lefebvre,et al.  European agricultural landscapes, common agricultural policy and ecosystem services: a review , 2013, Agronomy for Sustainable Development.

[38]  Franz Höchtl,et al.  Traditional land-use and nature conservation in European rural landscapes , 2006 .

[39]  Bruce Allen Maxwell,et al.  Coastal typology development with heterogeneous data sets , 2002 .

[40]  Y. Clough,et al.  On the relationship between farmland biodiversity and land-use intensity in Europe , 2009, Proceedings of the Royal Society B: Biological Sciences.

[41]  T. Pinto-Correia,et al.  New roles for farming in a differentiated countryside: the Portuguese example , 2009 .

[42]  P. Verburg,et al.  A Land System representation for global assessments and land‐use modeling , 2012, Global change biology.

[43]  Markus Kempen,et al.  Linking an economic model for European agriculture with a mechanistic model to estimate nitrogen and carbon losses from arable soils in Europe , 2008 .

[44]  J. Kantelhardt,et al.  Is there a reliable correlation between hedgerow density and agricultural site conditions , 2003 .

[45]  C. A. Mücher,et al.  Modelling the spatial distribution of linear landscape elements in Europe , 2013 .

[46]  Ralf Seppelt,et al.  Mapping global land system archetypes , 2013 .

[47]  E. Stehfest,et al.  The representation of landscapes in global scale assessments of environmental change , 2012, Landscape Ecology.

[48]  I. Kruhlov,et al.  Measurement, Collaborative Learning and Research for Sustainable Use of Ecosystem Services: Landscape Concepts and Europe as Laboratory , 2013, AMBIO.

[49]  P. Verburg,et al.  Mapping and modelling of changes in agricultural intensity in Europe , 2011 .

[50]  A. Skupin,et al.  Self-organising maps : applications in geographic information science , 2008 .

[51]  Veerle Van Eetvelde,et al.  A stepwise multi-scaled landscape typology and characterisation for trans-regional integration, applied on the federal state of Belgium. , 2009 .

[52]  K. Wiegand,et al.  Evaluating the trade-off between machinery efficiency and loss of biodiversity-friendly habitats in arable landscapes: The role of field size , 2009 .

[53]  Mauro Agnoletti,et al.  Rural landscape, nature conservation and culture: Some notes on research trends and management approaches from a (southern) European perspective , 2014 .

[54]  Carsten Thies,et al.  REVIEWS AND SYNTHESES Landscape perspectives on agricultural intensification and biodiversity - ecosystem service management , 2005 .

[55]  C. Cassatella,et al.  Landscape indicators : assessing and monitoring landscape quality , 2011 .

[56]  F. Barroso,et al.  Is land cover an important asset for addressing the subjective landscape dimensions , 2013 .

[57]  Muriel Tichit,et al.  A novel method for mapping agricultural intensity reveals its spatial aggregation: Implications for conservation policies , 2012 .

[58]  Paracchini Maria-Luisa,et al.  Implementation of a EU wide indicator for the rural-agrarian landscapeIn support of COM(2006)508 “Development of agri-environmental indicators for monitoring the integration of environmental concerns into the Common Agricultural Policy” , 2011 .

[59]  Diane Lambert,et al.  Zero-inflacted Poisson regression, with an application to defects in manufacturing , 1992 .

[60]  Jacques Baudry,et al.  Social, aesthetic and ecological aspects of hedgerows in rural landscapes as a framework for greenways , 1995 .

[61]  Erle C. Ellis,et al.  Anthropogenic transformation of the biomes, 1700 to 2000 , 2010 .

[62]  O. Bastian,et al.  Historical Landscape Elements: Part of our Cultural Heritage—A Methodological Study from Saxony , 2013 .

[63]  D. Stanners,et al.  Europe's environment : the Dobrís assessment , 1995 .

[64]  Mark A. Sutton,et al.  Integrating nitrogen fluxes at the European scale , 2011 .

[65]  Ronald F. Follett,et al.  Soil management concepts and carbon sequestration in cropland soils , 2001 .

[66]  Morten B. Hartvigsen,et al.  Land reform and land fragmentation in Central and Eastern Europe , 2014 .

[67]  Juha Helenius,et al.  Agricultural drainage ditches, their biological importance and functioning , 2008 .

[68]  S. Kumaraswamy,et al.  Integrating biodiversity and conservation with modern agricultural landscapes , 2013, Biodiversity and Conservation.

[69]  Felix L. Wäckers,et al.  Management of field margins to maximize multiple ecological services , 2006 .

[70]  V. Brown,et al.  Influence of agricultural management, sward structure and food resources on grassland field use, by birds in lowland England , 2005 .

[71]  Peter H. Verburg,et al.  Preferences for European agrarian landscapes: a meta-analysis of case studies , 2014 .

[72]  T. Kuemmerle,et al.  Conservation policy in traditional farming landscapes , 2012 .

[73]  D. Wascher.  Landscape-indicator development: steps towards a European approach , 2004 .

[74]  M. Déjeant-Pons.  The European Landscape Convention , 2006 .

[75]  Claudia Bieling,et al.  Resilience and the Cultural Landscape: Connecting cultural landscapes to resilience , 2012 .

[76]  U. Walz,et al.  Spatial indicators for the assessment of ecosystem services: Providing, benefiting and connecting areas and landscape metrics , 2012 .

[77]  Caspar A. Mücher,et al.  A climatic stratification of the environment of Europe , 2005 .

[78]  Patrick Hostert,et al.  Challenges and opportunities in mapping land use intensity globally , 2013, Current opinion in environmental sustainability.

[79]  M. Antrop.  Why landscapes of the past are important for the future , 2005 .

[80]  Teja Tscharntke,et al.  Does conservation on farmland contribute to halting the biodiversity decline? , 2011, Trends in ecology & evolution.

[81]  W. Sutherland,et al.  Post‐war changes in arable farming and biodiversity in Great Britain , 2002 .

[82]  A. Voghera,et al.  Indicators Used for Landscape , 2011 .

[83]  Peter H. Verburg,et al.  Developing a methodology for a species-based and spatially explicit indicator for biodiversity on agricultural land in the EU , 2014 .

[84]  T. Ricketts,et al.  Ecosystem services and dis-services to agriculture , 2007 .

[85]  A. J. Shriar,et al.  Agricultural intensity and its measurement in frontier regions , 2000, Agroforestry Systems.

[86]  H. Meekes,et al.  Trends in European cultural landscape development: perspectives for a sustainable future , 1999 .

[87]  R. C. Zimmermann.  Recording rural landscapes and their cultural associations: some initial results and impressions , 2006 .

[88]  K. Cassman,et al.  Losses of Ammonia and Nitrate from Agriculture and Their Effect on Nitrogen Recovery in the European Union and the United States between 1900 and 2050. , 2015, Journal of environmental quality.

[89]  Rick Mueller,et al.  Mapping global cropland and field size , 2015, Global change biology.

[90]  Martin Dieterich,et al.  Cultural Landscapes and Land Use , 2004 .

[91]  Claude A. Garcia,et al.  Ten principles for a landscape approach to reconciling agriculture, conservation, and other competing land uses , 2013, Proceedings of the National Academy of Sciences.

[92]  A. Crowe,et al.  Trialling a method to quantify the ‘cultural services’ of the English landscape using Countryside Survey data , 2012 .

[93]  Donald W. Bouldin,et al.  A Cluster Separation Measure , 1979, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[94]  A. Power.  Ecosystem services and agriculture: tradeoffs and synergies , 2010, Philosophical Transactions of the Royal Society B: Biological Sciences.

[95]  K. V. D. Hoek,et al.  Nitrogen efficiency in global animal production , 1998 .

[96]  C. A. Mücher,et al.  Objectives and Applications of a Statistical Environmental Stratification of Europe , 2006, Landscape Ecology.