The European Physical Journal Special Topics

, Volume 214, Issue 1, pp 519–545 | Cite as

Data and models for exploring sustainability of human well-being in global environmental change

  • G. Deffuant
  • I. Alvarez
  • O. Barreteau
  • B. de Vries
  • B. Edmonds
  • N. Gilbert
  • N. Gotts
  • F. Jabot
  • S. Janssen
  • M. Hilden
  • O. Kolditz
  • D. Murray-Rust
  • C. Rougé
  • P. Smits
Regular Article

Abstract

This position paper proposes a vision for the research activity about sustainability in global environmental change (GEC) taking place in the FuturICT flagship project. This activity will be organised in an “Exploratory”, gathering a core network of European scientists from ICT, social simulation, complex systems, economics, demographics, Earth system science. These research teams will collaborate in building a self-organising network of data sources and models about GEC and in using new facilities fostering stakeholder participation. We develop examples of concrete directions for this research: world wide virtual population with demographic and some economic descriptors, ecosystem services production and distribution, governance systems at various scales.

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References

  1. 1.
    D.E. Bloom, Science 333, 562 (2011)ADSCrossRefGoogle Scholar
  2. 2.
    EEA report no. 2/2009. Water Resources Across Europe – Confronting Water Scarcity and Drought, Tech. Rep., EEA (2009)Google Scholar
  3. 3.
    Climate Change 2007: The Physical Science Basis, Summary for Policymakers, Contribution of Working Group 1, the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, Tech. Rep., IPCC (2007)Google Scholar
  4. 4.
    V. Lucarini, International J. Env. Poll. 18, 413 (2002)CrossRefGoogle Scholar
  5. 5.
    F. Giannotti, D. Pedreschi, A. Pentland, P. Lukowicz, D. Kossmann, J. Corowley, D. Helbing, Eur. Phys. J. Special Topics 214, 49 (2012)Google Scholar
  6. 6.
    M. Paolucci, D. Kossman, R. Conte, P. Lulowicz, P. Argyrakis, A. Blandford, G. Bonelli, S. Anderson, S. de Freitas, B. Edmonds, et al., Eur. Phys. J. Special Topics 214, 77 (2012)Google Scholar
  7. 7.
    S.B. Shum, K. Aberer, A. Schmidt, S. Bishop, P. Lukowicz, S. Anderson, Y. Charalabidid, J. Domingue, S. de Freitas, I. Dunwell, et al., Eur. Phys. J. Special Topics 214, 109 (2012)Google Scholar
  8. 8.
    D. Meadows, D. Meadows, J. Randers, W. Behrens III, The Limits to Growth (Universe Books, 1972)Google Scholar
  9. 9.
    G. Turner, Global Env. Change 18, 397 (2008)CrossRefGoogle Scholar
  10. 10.
    U. Bardi, The Limits To Growth Revisited (Springer, 2011)Google Scholar
  11. 11.
    A. Atkinson, Believing Cassandra: How to be an Optimist in a Pessimist’s World (EarthScan, 2010)Google Scholar
  12. 12.
    M. Craglia, M.F. Goodchild, A. Annoni, G. Camara, M. Gould, W. Kuhn, D. Mark, I. Masser, D. Maguire, S. Liang, et al., Int. J. Spatial Data Infrastructures Research 3, 146 (2008)Google Scholar
  13. 13.
    H. Guo, Z. Liu, L. Lu, Int. J. Digital Earth 3:1, 31 (2010)ADSCrossRefGoogle Scholar
  14. 14.
    J. Rotmans, B. de Vries, Perspectives on Global Change – the TARGETS approach (Cambridge University Press, 1997)Google Scholar
  15. 15.
    Growing Within Limits, Tech. Rep., Netherlands Environmental Assessment Agency (PBL), (2009)Google Scholar
  16. 16.
    L. Bouwman, T. Kram, K.K. Goldewijk, Integrated Modelling of Global Environmental Change – An Overview of Image 2.4. mnp Report, Tech. Rep., Bilthoven (2006)Google Scholar
  17. 17.
    M. Rounsevell, D. Robinson, D. Murray-Rust, Philosophical Trans. Royal Soc. B 367, 259 (2011)CrossRefGoogle Scholar
  18. 18.
    G. Gallopì n, S. Funtowicz, M. O’Connor, J. Ravetz, Int. J. Social Science 168, 219 (2001)CrossRefGoogle Scholar
  19. 19.
    E. Ostrom, Science 325, 419 (2009)MathSciNetADSMATHCrossRefGoogle Scholar
  20. 20.
    G. Gallopìn, Int. Social Sci. J. 43, 707 (1991)Google Scholar
  21. 21.
    O. Young, F. Berkhout, G. Gallopin, M. Janssen, E. Ostrom, S. van der Leeuw, Global Env. Change 16, 304 (2006)CrossRefGoogle Scholar
  22. 22.
    D.C. Parker, S.M. Manson, M.A. Janssen, M.J. Hoffmann, P. Deadman, Ann. Association Amer. Geograph. 93, 314 (2003)CrossRefGoogle Scholar
  23. 23.
    F. Bousquet, O. Barreteau, P. D’Aquino, M. Etienne, S. Boissau, S. Aubert, C. Le Page, D. Babin, J.C. Castella, Multi-agent Systems and Role Games: An Approach for Ecosystem Co-management (Edward Elgar, 2002), p. 248Google Scholar
  24. 24.
    R. Matthews, N. Gilbert, A. Roach, J. Polhill, N. Gotts, Landscape Ecol. 22, 1447 (2007)CrossRefGoogle Scholar
  25. 25.
    M. Janssen, E. Ostrom, Ecol. Soc. 11, 37 (2006)Google Scholar
  26. 26.
    D. Murray-Rust, N. Dendoncker, T.P. Dawson, L. Acosta-Michlik, E. Karali, E. Guillem, M. Rounsevell, J. Land Use Sci. 6, 83 (2011)CrossRefGoogle Scholar
  27. 27.
    E. Ostrom, J. Econo. Perspect. 14, 137 (2000)CrossRefGoogle Scholar
  28. 28.
    X. Chen, F. Lupi, L. An, R. Sheely, A. Viña, J. Liu, Ecol. Modell. (2011)Google Scholar
  29. 29.
    M.D.A. Rounsevell, B. Pedroli, K.-H. Erb, M. Gramberger, A.G. Busck, H. Haberl, S.e.a. Kristensen, Land Use Policy (2012)Google Scholar
  30. 30.
    N. Becu, Ecol. Modell. 170, 319 (2003)CrossRefGoogle Scholar
  31. 31.
    C. Topping, T. Høye, C. Olesen, Ecol. Modell. 221, 245 (2010)CrossRefGoogle Scholar
  32. 32.
    S. Lauf, D. Haase, P. Hostert, T. Lakes, B. Kleinschmit, Env. Modell. Software 27-28, 71 (2012)CrossRefGoogle Scholar
  33. 33.
    A. Saltelli, M. Ratto, T. Andres, F. Campolongo, J. Cariboni, D. Gatelli, M. Saisana, et al., Global Sensitivity Analysis: The Primer (Wiley Online Library, 2008)Google Scholar
  34. 34.
    A. Ligmann-Zielinska, L. Sun, Int. J. Geograph. Inf. Sci. 24, 1829 (2010)CrossRefGoogle Scholar
  35. 35.
    M. Ratto, A. Castelletti, A. Pagano, Env. Modell. Software (2011)Google Scholar
  36. 36.
    B. de Vries, Interacting with Complex Systems: Models and Games for a Sustainable Economy, Tech. Rep., Netherlands Environmental Assessment Agency (PBL), (2010)Google Scholar
  37. 37.
    S. Kefi, M. Rietkerk, C.L. Alados, Y. Pueyo, A. Papanastasis, V.P. ElAich, P.C. de Ruiter, Nature 449, 213 (2007)ADSCrossRefGoogle Scholar
  38. 38.
    M. Scheffer, Critical Transitions in Nature and Society (Princeton University, 2009)Google Scholar
  39. 39.
    M. Kok, M. Lüdeke, T. Sterzel, P. Lucas, C. Walter, P. Janssen, and I. de Soysa, Quantitative Analysis of Patterns of Vulnerability to Global Environmental Change, Tech. Rep., PBL/PIK/NTNU Background Studies (2011)Google Scholar
  40. 40.
    C. Godfray, I. Crute, L. Haddad, D. Lawrence, J. Muir, N. Nisbett, J. Pretty, S. Robinson, C. Toulmin, R. Whiteley, Philosoph. Trans. Royal Society B 365, 2769 (2010)CrossRefGoogle Scholar
  41. 41.
    F. Bouwman, B.A.B.G., Global Biogeochem. Cycles 23 (2009)Google Scholar
  42. 42.
    L.v. Beek, Y. Wada, M. Bierkens, Water Resource Res. 47 W07517 (2011)CrossRefGoogle Scholar
  43. 43.
    Y. Wada, L. van Beek, D. Viviroli, H. Dürr, R. Weingartner, M. Bierkens, Water Resource Res. 47 W07518 (2011)CrossRefGoogle Scholar
  44. 44.
    A. Voinov, F. Bousquet, Env. Modell. Software 25 (2010)Google Scholar
  45. 45.
    O. Barreteau, F. Bousquet, J. Attonaty, J. Artificial Soc. Social Simul. 4 (2001)Google Scholar
  46. 46.
    N. Becu, A. Neef, P. Schreinemachers, C. Sangkapitux, Land Use Policy 25, 498 (2008)CrossRefGoogle Scholar
  47. 47.
    M. Etienne (ed.), Companion Modelling. A Participatory Approach to Support Sustainable Development (QUAE, 2011)Google Scholar
  48. 48.
    O. Barreteau, P.W.G. Bots, K.A. Daniell, Ecol. Soc. 15 1 (2010)Google Scholar
  49. 49.
    G. Guariso, H. Werhner, Environmental Decision Support Systems (E. Horwood, 1989)Google Scholar
  50. 50.
    V. Grimm, U. Berger, F. Bastiansen, S. Eliassen, V. Ginot, J. Giske, J. Goss-Custard, T. Grand, S. Heinz, G. Huse, et al., Ecol. Modell. 198, 115 (2006)CrossRefGoogle Scholar
  51. 51.
    D. Parker, D. Brown, J. Polhill, S. Manson, P. Deadman, in Agent-based Modellaling in Natural Resource Management, edited by A. Paredes, C. Iglesias (Pearson Education, 2008)Google Scholar
  52. 52.
    P. Edwards, J. Farrington, C. Mellish, L. Philip, A. Chorley, F. Hielkema, E. Pignotti, R. Reid, J. Polhill, N. Gotts, Social Sci. Comp. Rev. 27, 553 (2009)CrossRefGoogle Scholar
  53. 53.
    P. Smits, D. Arctur, R. Atkinson, L. Bargmeyer, B. Boerboom, S. Browdy, E. Van Praag, G. Hodge, S. Jensen, T. Suha Ulgen, and M. Wilson, Eye on Earth Working Group 3 – Technical Infrastructure White Paper 1: Recommendations for the Technical Design of a Global Interoperable Information Network, Tech. Rep., Environment Agency Abu Dhabi (2011)Google Scholar
  54. 54.
    F. Gargiulo, S. Ternès, S. Huet, G. Deffuant, PLoS One 5 e8828 (2010)ADSCrossRefGoogle Scholar
  55. 55.
    J. Ingram, P. Ericksen, D. Liverman (eds.), Food Security and Global Environmental Change (Earthscan, 2010)Google Scholar
  56. 56.
    R. Berger-Schmitt, H.H. Noll, Conceptual Framework and Structure of a European System of Social Indicators Eureporting. Working Paper No. 9, Tech. Rep., Centre for Survey Research and Methodology (ZUMA). Social Indicators Department, Mannheim (2000)Google Scholar
  57. 57.
    Global Environmental Outlook. Environment for development (United Nations Environment Programme, 2007)Google Scholar
  58. 58.
    A. Harding, S. Kelly, R. Percival, M. Keegan, Population Ageing and Government Age Pension Outlays: Using Microsimulation Models to Inform Policy Making, Tech. Rep., Economic and Social Research Institute, Cabinet Office, Government of Japan (2009)Google Scholar
  59. 59.
    A. Klevmarken, L. Björn, Simulating an Ageing Population. A Microsimulation Approach Applied to Sweden (Bingley, Emerald, 2008)Google Scholar
  60. 60.
    A. Zaidi, A. Harding, P. Williamson (eds.), New Frontiers in Microsimulation Modelling (Ashgate, 2009)Google Scholar
  61. 61.
    N. Meadea, I. Towhidul, Int. J. Forecasting 22, 519 (2006)CrossRefGoogle Scholar
  62. 62.
    M.J. O’Brien, S. Shennan (eds.), Innovation in Cultural Systems: Contributions from Evolutionary Anthropology (MIT, 2009)Google Scholar
  63. 63.
    The State of World Fisheries and Aquaculture 2002, Tech. Rep., Fisheries Department, Food and Agriculture Organization of the United Nations (2002)Google Scholar
  64. 64.
    Low-income Food-deficit Countries (lifdc), Tech. Rep., Food and Agriculture Organization of the United Nation (2006)Google Scholar
  65. 65.
    Y. Chen, X. Li, W. Su, Y. Li, Computers, Env. Urban Syst. 32, 407 (2008)CrossRefGoogle Scholar
  66. 66.
    R. Burton, Sociol. Ruralis 44, 195 (2004)CrossRefGoogle Scholar
  67. 67.
    N. Gotts, J. Polhill, J. Artificial Soc. Social Simul. 12 (2009)Google Scholar
  68. 68.
    S. Manson, T. Evans, Proc. Nat. Acad. Sci. 104, 20678 (2007)ADSCrossRefGoogle Scholar
  69. 69.
    J.S. Lansing, J.N. Kremer, in Artificial Life III, edited by C. Langton (Addison-Wesley, 1994), p. 201Google Scholar
  70. 70.
    C. Washington-Ottombre, B. Pijanowski, D. Campbell, J. Olson, J. Maitima, A. Musili, T. Kibaki, H. Kaburu, P. Hayombe, E. Owango, et al., Agricultural Systems 103, 117 (2010)CrossRefGoogle Scholar
  71. 71.
    D. Parker, Agriculture, Ecosyst. Env. 101, 223 (2004)Google Scholar
  72. 72.
    D. Robinson, D. Brown, D. Parker, P. Schreinemachers, M. Janssen, M. Huigen, H. Wittmer, N. Gotts, P. Promburom, E. Irwin, et al., J. Land Use Sci. 2, 31 (2007)CrossRefGoogle Scholar
  73. 73.
    P. Ericksen, B. Stewart, J. Dixon, D. Barling, Value of a Food System Approach (Earthscan Ltd, 2010)Google Scholar
  74. 74.
    W. Friedland, Res. Rural Sociol. Develop. 1, 221 (1984)Google Scholar
  75. 75.
    W. Friedland, Int. J. Sociol. Agriculture 9, 82 (2001)Google Scholar
  76. 76.
    J. Henderson, P. Dicken, M. Hess, N. Coe, H. Yeung, Rev. Int. Political Economy 9, 463 (2002)Google Scholar
  77. 77.
    H. Friedmann, P. McMichael, Sociol. Ruralis 29, 93 (1989)CrossRefGoogle Scholar
  78. 78.
    P.J. Ericksen, Global Env. Change 18, 234 (2008)CrossRefGoogle Scholar
  79. 79.
    J. von Braun, E. Diaz-Bonilla, in Globalization of Food and Agriculture and the Poor, edited by J. von Braun, E. Diaz-Bonilla (Oxford University Press, 2008)Google Scholar
  80. 80.
    D.W. Cash, W. Adger, F. Berkes, P. Garden, L. Lebel, P. Olsson, P. L.Y. O., Ecol. Soc. 11 (2006)Google Scholar
  81. 81.
    A. Sundkvist, R. Milestad, A. Jansson, Food Policy 30, 224 (2005)CrossRefGoogle Scholar
  82. 82.
    L.C. Dreyer, M.Z. Hauschild, J. Schierbeck, Int. J. Life Cycle Assessm. 11, 88 (2005)CrossRefGoogle Scholar
  83. 83.
    J.N. Galloway, M. Burke, G.E. Bradford, R. Naylor, W. Falcon, A.K. Chapagain, J.C. Gaskell, E. McCullough, H.A. Mooney, K.L.L. Oleson, et al., AMBIO: A J. Human Env. 36, 622 (2007)CrossRefGoogle Scholar
  84. 84.
    L. Milà i Canals, J. Chenoweth, A. Chapagain, S. Orr, A. Antón, R. Clift, Int. J. Life Cycle Assessm. 14, 28 (2009)CrossRefGoogle Scholar
  85. 85.
    D. Lyons, M. Rice, R. Wachal, Geograph. J. 175, 286 (2009)CrossRefGoogle Scholar
  86. 86.
    F. Geels, Res. Policy 31, 1257 (2002)CrossRefGoogle Scholar
  87. 87.
    M. Meybeck, C. Vörösmarty, in Vegetation, Water, Humans and the Climate: a New Perspective on an Interactive System, edited by P. Kabat, M. Claussen, P. Dirmeyer, J. Gash, L. Bravo de Guenni, M. Meybeck, C. Pielke, R.S. Vörösmarty, R. Hutjes, S. Lütkemeier, IGBP Global Change Series, International Geosphere-Biosphere Programme and Springer-Verlag (Berlin, 2004)Google Scholar
  88. 88.
    I. Shiklomanov, World Water Resources: Modern Assessment and Outlook for the 21st Century, Tech. Rep., IHP-UNESCO (1999)Google Scholar
  89. 89.
    Coping with Water Scarcity: Challenge of the Twenty-first Century, Tech. Rep., UN Water day (2007)Google Scholar
  90. 90.
    World Health Organization and United Nations Children’s Fund Joint Monitoring Programme for water supply and sanitation (JMP). Progress on sanitation and drinking water 2010 update (WHO Press, 2010)Google Scholar
  91. 91.
    T. Kalbacher, J. Delfs, H. Shao, W. Wang, M. Walther, L. Samaniego, C. Schneider, R. Kumar, A. Musolff, F. Centler, et al., Env. Earth Sci. 65, 1367 (2012)CrossRefGoogle Scholar
  92. 92.
    E. Kalbus, T. Kalbacher, O. Kolditz, E. Krueger, J. Seegert, G. Roestel, G. Teutsch, D. Borchardt, P. Krebs, Env. Earth Sci. 65, 1363 (2012)CrossRefGoogle Scholar
  93. 93.
    W. Medema, B.S. McIntosh, P.J. Jeffrey, Ecol. Soc. 13 (2008)Google Scholar
  94. 94.
    B. Walker, Ecol. Soc. 14 (2009)Google Scholar
  95. 95.
    R. Leakey, R. Lewin, The Sixth Extinction: Patterns of Life and the Future of Humankind (Anchor Pub, 1996)Google Scholar
  96. 96.
    H. Willer, L. Kilcher, The World of Organic Agriculture Statistics and Emerging Trends (IFOAM, 2009)Google Scholar
  97. 97.
    M. Miles, J. Covin, J. Business Ethics 23, 299 (2000)CrossRefGoogle Scholar
  98. 98.
    H.M. Pereira, P.W. Leadley, V. Proen xxxcedila a, R. Alkemade, J.P.W. Scharlemann, J.F. Fernandez-Manjarrés, M.B. Araújo, P. Balvanera, R. Biggs, W.W.L. Cheung, et al., Science 330, 1496 (2010)ADSCrossRefGoogle Scholar
  99. 99.
    M. Felici, V. Lucarini, A. Speranza, A. Vitolo, J. Atmosph. Sci. 64, 2137 (2007)ADSCrossRefGoogle Scholar
  100. 100.
    M. Felici, V. Lucarini, A. Speranza, A. Vitolo, J. Atmosph. Sci. 64, 2159 (2007)ADSCrossRefGoogle Scholar
  101. 101.
    P.C.D. Milly, J. Betancourt, M. Falkenmark, R.M. Hirsch, Z.W. Kundzewicz, L.D.P., R.J. Stouffer, Science 319, 573 (2008)CrossRefGoogle Scholar
  102. 102.
    R.W. Katz, M.B. Parlange, P. Naveau, Adv. Water Resources 25, 1287 (2002)CrossRefGoogle Scholar
  103. 103.
    B.T. Werner, D.E. McNamara, Geomorphology 91, 393 (2007)ADSCrossRefGoogle Scholar
  104. 104.
    J. Posey, Global Env. Change 19, 482 (2009)CrossRefGoogle Scholar
  105. 105.
    C. Fishman, The Big Thirst: The Secret Life and Trubulent Futre of Water (Simon & Schuster, 2011)Google Scholar
  106. 106.
    C. Londono, A.W.R. Ando, Valuing Preferences Over Storm water Management Outcomes Given State-Dependent Preferences And Heterogeneous Status Quo, in Annual Meeting of Agricultural and Applied Economics AssociationGoogle Scholar
  107. 107.
    F. Biermann, M. Betsill, J. Gupta, N. Kanie, L. Lebel, D. Liverman, H. Schroeder, B. Siebenhner, Earth System Governance: People, Places and the Planet, Tech. Rep., IHDP: The Earth System Governance Project (2009) (2011)Google Scholar
  108. 108.
    R. Bradfield, G. Wright, G. Burt, G. Cairns, K. Van Der Heijden, Futures 37, 785 (2005)CrossRefGoogle Scholar
  109. 109.
    M.D.A. Rounsevell, M.J. Metzger, Developing qualitative scenario storylines for environmental change assessment (Wiley Interdisciplinary Reviews: Climate Change, 2010)Google Scholar
  110. 110.
    S. Bankes, Proc. National Acad. Sci. 99, 7263 (2002)ADSCrossRefGoogle Scholar
  111. 111.
    B. de Vries, Scenarios: Guidance for an Uncertain and Complex World? (MIT Press, 2007), chap. 19, p. 378Google Scholar
  112. 112.
    V. Grimm, J. Calabrese, What is Resilience? A short introductionGoogle Scholar
  113. 113.
    C. Holling, Ann. Rev. Ecol. Systematics 4, 1 (1973) (Springer, 2011), p. 3CrossRefGoogle Scholar
  114. 114.
    L. Gunderson, C. Allen, C. Holling, Foundations of ecological resilience (Paperback, 2009)Google Scholar
  115. 115.
    G. Brundtland, Our common Future. Report of the World Commission on Environment and Development (Oxford University Press, 1987)Google Scholar
  116. 116.
    C. Perring, Env. Develop. Econom. 11, 417 (2004)CrossRefGoogle Scholar
  117. 117.
    F.S. Brand, K. Jax, Ecol. Soc. 12 (2007)Google Scholar
  118. 118.
    N. Gotts, Ecol. Soc. 12 14 (2007)Google Scholar
  119. 119.
    B. Walker, S. Carpenter, J. Anderies, N. Abel, G. Cumming, M. Janssen, L. Lebel, J. Norberg, G. Peterson, R. Pritchard, Conservation Ecology 6 14 (2002)Google Scholar
  120. 120.
    S. Martin, Ecology and Society 9 (2004)Google Scholar
  121. 121.
    G. Deffuant, N. Gilbert (eds.), Viability and Resilience of Complex Systems; Concepts, Methods and Case Studies from Ecology and Society (Springer, 2011)Google Scholar
  122. 122.
    M. Ajmone-Marsan, D. Arrowsmith, W. Breymann, O. Fritz, M. Masera, A. Mengolini, A. Carbone, Eur. Phys. J. Special Topics 214, 547 (2012)Google Scholar
  123. 123.
    M. Ajmone-Marsan, D. Arrowsmith, W. Breymann, O. Fritz, M. Masera, A. Mengolini, A. Carbone, Eur. Phys. J. Special Topics 214, 547 (2012)Google Scholar

Copyright information

© EDP Sciences and Springer 2012

Authors and Affiliations

  • G. Deffuant
    • 1
  • I. Alvarez
    • 1
  • O. Barreteau
    • 1
  • B. de Vries
    • 2
  • B. Edmonds
    • 3
  • N. Gilbert
    • 4
  • N. Gotts
    • 5
  • F. Jabot
    • 1
  • S. Janssen
    • 6
  • M. Hilden
    • 7
  • O. Kolditz
    • 8
  • D. Murray-Rust
    • 9
  • C. Rougé
    • 1
  • P. Smits
    • 10
  1. 1.National Research Institute of Science and Technology for Environment and Agriculture (IRSTEA)ParisFrance
  2. 2.Netherlands Environmental Agency (PBL) – Utrecht Sustainability Institute (USI)UtrechtThe Netherlands
  3. 3.Center for Policy ModellingManchesterUK
  4. 4.Centre for Research in Social SimulationUniversity of SurreySurreyUK
  5. 5.The James Hutton InstituteAberdeenScotland
  6. 6.AlterraWageningenThe Netherlands
  7. 7.The Finninsh Environment InstituteSykeFinland
  8. 8.Helmholtz Centre for Environmental Research (UFZ)LeipzigGermany
  9. 9.University of EdinburghEdinburghScotland
  10. 10.Joint Research Centre, Institute for Environment and SustainabilityIspraItaly

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