Reducing the loss of agricultural productivity due to compact urban development in municipalities of Switzerland

Abstract Globally urban growth destroys fertile soils and endangers food security. Fertile soils are often located in the vicinity of existing urban areas. Thus, preserving high-quality soils can conflict with the objective of developing compact urban patterns. In this study, we assess the trade-off between compact urban patterns and urban patterns that can help reduce the loss of agricultural productivity by maintaining fertile agricultural soils. We assess the trade-offs for selected municipalities in Switzerland using a multi-objective evolutionary algorithm to create a front of non-dominated solutions. These results are used as a benchmark against which we compare simulations of a Business-As-Usual urban expansion in Switzerland to estimate the potential for reducing the loss of agricultural productivity. By analysing the front of non-dominated solutions, we show that there are areas of open land that can be converted into residential land without trading-off compactness against agricultural productivity. We show that there is a large potential for reducing the loss of agricultural productivity when optimizing the configuration of urban development. This potential strongly varies between municipalities and seems to depend primarily on the amount of demand for new urban land within each municipality. The proposed methodology of using multi-objective optimization, followed by a post-optimality analysis and including results from business-as-usual development can be used to support the decision-making processes in urban planning.

[1]  Abdelkader Mendas,et al.  Integration of MultiCriteria Decision Analysis in GIS to develop land suitability for agriculture: Application to durum wheat cultivation in the region of Mleta in Algeria , 2012 .

[2]  Kaveh Khalili Damghani,et al.  Solving land-use suitability analysis and planning problem by a hybrid meta-heuristic algorithm , 2014, Int. J. Geogr. Inf. Sci..

[3]  Kalyanmoy Deb,et al.  An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints , 2014, IEEE Transactions on Evolutionary Computation.

[4]  Katharina Helming,et al.  Do Current European Policies Prevent Soil Threats and Support Soil Functions , 2014 .

[5]  Luca Salvati,et al.  Monitoring high-quality soil consumption driven by urban pressure in a growing city (Rome, Italy) , 2013 .

[6]  M. Alberti.  The Effects of Urban Patterns on Ecosystem Function , 2005 .

[7]  Eckart Zitzler,et al.  Evolutionary algorithms for multiobjective optimization: methods and applications , 1999 .

[8]  E. Glaeser,et al.  The Causes and Consequences of Land Use Regulation: Evidence from Greater Boston , 2006 .

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

[10]  D. Haase,et al.  Endless Urban Growth? On the Mismatch of Population, Household and Urban Land Area Growth and Its Effects on the Urban Debate , 2013, PloS one.

[11]  G. Heuvelink,et al.  Using Linear Integer Programming for Multi-Site Land-Use Allocation , 2003 .

[12]  D. Caparros-Midwood,et al.  Optimised spatial planning to meet long term urban sustainability objectives , 2015, Comput. Environ. Urban Syst..

[13]  R. McLaughlin.  Land use regulation: Where have we been, where are we going? , 2012 .

[14]  Other.  Urban sprawl in Europe: the ignored challenge , 2006 .

[15]  P. Kowe,et al.  An analysis of changes in the urban landscape composition and configuration in the Sancaktepe District of Istanbul Metropolitan City, Turkey using landscape metrics and satellite data , 2015 .

[16]  Hanspeter Liniger,et al.  Soils, agriculture and food security: The interplay between ecosystem functioning and human well-being , 2015 .

[17]  S. Carpenter,et al.  Solutions for a cultivated planet , 2011, Nature.

[18]  Gerard B. M. Heuvelink,et al.  Using simulated annealing for resource allocation , 2002, Int. J. Geogr. Inf. Sci..

[19]  Qingfu Zhang,et al.  MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition , 2007, IEEE Transactions on Evolutionary Computation.

[20]  M. Fragkias.  Urbanization, Biodiversity and Ecosystem Services: Challenges and Opportunities: A Global Assessment , 2013 .

[21]  Ron Janssen,et al.  Multiobjective Decision Support for Land-Use Planning , 2008 .

[22]  Sumei Zhang,et al.  Smart Growth and Housing Affordability , 2013 .

[23]  Joe Ravetz,et al.  Dealing with Sustainability Trade-Offs of the Compact City in Peri-Urban Planning Across European City Regions , 2013 .

[24]  Majid Hamrah,et al.  Allocation of urban land uses by Multi-Objective Particle Swarm Optimization algorithm , 2013, Int. J. Geogr. Inf. Sci..

[25]  P. Cheshire,et al.  Land market regulation: market versus policy failures , 2013 .

[26]  Jochen A.G. Jaeger,et al.  Improving the measurement of urban sprawl: Weighted Urban Proliferation (WUP) and its application to Switzerland , 2014 .

[27]  C. V. D. Bosch,et al.  Challenges and strategies for urban green-space planning in cities undergoing densification: A review , 2015 .

[28]  Ke Wang,et al.  The Accelerated Urbanization Process: A Threat to Soil Resources in Eastern China , 2015 .

[29]  Reid Ewing,et al.  Compactness versus Sprawl , 2015 .

[30]  Richard L. Church,et al.  Spatial optimization as a generative technique for sustainable multiobjective land‐use allocation , 2008, Int. J. Geogr. Inf. Sci..

[31]  Mahbubul Alam,et al.  Urban Sprawl and Ecosystem Services: A Half Century Perspective in the Montreal Area (Quebec, Canada) , 2015 .

[32]  Atul K. Jain,et al.  Global change pressures on soils from land use and management , 2016, Global change biology.

[33]  John B. Vogler,et al.  FUTURES: Multilevel Simulations of Emerging Urban–Rural Landscape Structure Using a Stochastic Patch-Growing Algorithm , 2013 .

[34]  Reid Ewing,et al.  Measuring Sprawl and Its Impacts , 2015 .

[35]  Theodor J. Stewart,et al.  A genetic algorithm approach to multiobjective land use planning , 2004, Comput. Oper. Res..

[36]  Edzer Pebesma,et al.  An exploratory approach to spatial decision support , 2014, Comput. Environ. Urban Syst..

[37]  Erik D. Goodman,et al.  Triple Bottomline Many‐Objective‐Based Decision Making for a Land Use Management Problem , 2015 .

[38]  Adrienne Grêt-Regamey,et al.  Integrating Expert Knowledge into Mapping Ecosystem Services Trade-offs for Sustainable Forest Management , 2013 .

[39]  Marc Parizeau,et al.  DEAP: evolutionary algorithms made easy , 2012, J. Mach. Learn. Res..

[40]  Robert I. McDonald,et al.  The implications of current and future urbanization for global protected areas and biodiversity conservation , 2008 .

[41]  Martin Volk,et al.  Optimization-based trade-off analysis of biodiesel crop production for managing an agricultural catchment , 2013, Environ. Model. Softw..

[42]  Martin Volk,et al.  Identifying trade-offs between ecosystem services, land use, and biodiversity: a plea for combining scenario analysis and optimization on different spatial scales , 2013 .

[43]  H. Akinci,et al.  Agricultural land use suitability analysis using GIS and AHP technique , 2013 .

[44]  C. Elvidge,et al.  Using nighttime DMSP/OLS images of city lights to estimate the impact of urban land use on soil resources in the United States , 1997 .

[45]  Jianguo Liu,et al.  Long-term dynamics of household size and their environmental implications , 2014 .

[46]  A. S. Gregory,et al.  A review of the impacts of degradation threats on soil properties in the UK , 2015, Soil use and management.

[47]  Lindsay Ex,et al.  Consequences of residential development for biodiversity and human well‐being , 2015 .

[48]  Karen C. Seto,et al.  Hidden linkages between urbanization and food systems , 2016, Science.

[49]  Marco Valletta,et al.  Guidelines on best practice to limit , mitigate or compensate soil sealing Environment EN , 2012 .

[50]  Matthew A. Turner,et al.  FEDERAL RESERVE BANK of NEW YORK , 1601 .

[51]  Millenium Ecosystem Assessment.  Ecosystems and human well-being: synthesis , 2005 .

[52]  Kalyanmoy Deb,et al.  Meaningful representation and recombination of variable length genomes , 2012, GECCO '12.

[53]  Pascal Pluvinet,et al.  Detecting threatened biodiversity by urbanization at regional and local scales using an urban sprawl simulation approach: Application on the French Mediterranean region , 2012 .

[54]  Suzana Dragicevic,et al.  A GIS-based Logic Scoring of Preference method for evaluation of land capability and suitability for agriculture , 2016, Comput. Electron. Agric..

[55]  Nina Schwarz,et al.  Synergies, Trade-offs, and Losses of Ecosystem Services in Urban Regions: an Integrated Multiscale Framework Applied to the Leipzig-Halle Region, Germany , 2012 .

[56]  Mark A. Friedl,et al.  Urbanization and the loss of prime farmland: a case study in the Calgary–Edmonton corridor of Alberta , 2015, Regional Environmental Change.

[57]  Fred Toppen,et al.  Planning Support Systems for Sustainable Urban Development , 2013 .

[58]  A. Duany,et al.  Suburban Nation: The Rise of Sprawl and the Decline of the American Dream , 2000 .

[59]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[60]  A. Afifi,et al.  Urban Sprawl of greater Cairo and its Impact on the Agricultural Land Using Remote Sensing and Digital Soil Map , 2013 .

[61]  Jennifer Ryan,et al.  A Two-Dimensional Genetic Algorithm for the Ising Problem , 1991, Complex Syst..

[62]  Kalyanmoy Deb.  Innovization: Discovery of Innovative Solution Principles Using Multi-Objective Optimization , 2013, EMO.

[63]  David Satterthwaite,et al.  Urbanization and its implications for food and farming , 2010, Philosophical Transactions of the Royal Society B: Biological Sciences.

[64]  Wolfgang Burghardt,et al.  Soil sealing and soil properties related to sealing , 2006, Geological Society, London, Special Publications.

[65]  PETER H. VERBURG,et al.  Modeling the Spatial Dynamics of Regional Land Use: The CLUE-S Model , 2002, Environmental management.

[66]  Jasbir S. Arora,et al.  Survey of multi-objective optimization methods for engineering , 2004 .

[67]  G. Galster,et al.  Wrestling Sprawl to the Ground: Defining and measuring an elusive concept , 2001 .

[68]  Panos Panagos,et al.  Land take and food security: assessment of land take on the agricultural production in Europe , 2015 .