Multimodel ensembles improve predictions of crop–environment–management interactions

Author:

Wallach Daniel1ORCID,Martre Pierre2,Liu Bing34,Asseng Senthold4ORCID,Ewert Frank56,Thorburn Peter J.7,Ittersum Martin8,Aggarwal Pramod K.9,Ahmed Mukhtar1011ORCID,Basso Bruno1213,Biernath Christian14,Cammarano Davide15ORCID,Challinor Andrew J.1617,De Sanctis Giacomo18,Dumont Benjamin19,Eyshi Rezaei Ehsan520,Fereres Elias21,Fitzgerald Glenn J.2223,Gao Y.4,Garcia‐Vila Margarita21,Gayler Sebastian24,Girousse Christine25,Hoogenboom Gerrit426,Horan Heidi7,Izaurralde Roberto C.2728,Jones Curtis D.28ORCID,Kassie Belay T.4,Kersebaum Kurt C.29,Klein Christian14,Koehler Ann‐Kristin16,Maiorano Andrea2,Minoli Sara30,Müller Christoph30,Naresh Kumar Soora31,Nendel Claas29,O'Leary Garry J.32,Palosuo Taru33,Priesack Eckart14,Ripoche Dominique34,Rötter Reimund P.3536,Semenov Mikhail A.37,Stöckle Claudio10,Stratonovitch Pierre37,Streck Thilo24,Supit Iwan38,Tao Fulu3339ORCID,Wolf Joost40,Zhang Zhao41

Affiliation:

1. UMR AGIR INRA 31326 Castanet‐Tolosan France

2. UMR LEPSE INRA, Montpellier SupAgro Montpellier France

3. National Engineering and Technology Center for Information Agriculture Key Laboratory for Crop System Analysis and Decision Making Ministry of Agriculture Jiangsu Key Laboratory for Information Agriculture Jiangsu Collaborative Innovation Center for Modern Crop Production Nanjing Agricultural University Nanjing Jiangsu China

4. Agricultural and Biological Engineering Department University of Florida Gainesville Florida

5. Institute of Crop Science and Resource Conservation INRES University of Bonn Germany

6. Leibniz Centre for Agricultural Landscape Research Müncheberg Germany

7. CSIRO Agriculture and Food Brisbane St Lucia Queensland Australia

8. Plant Production Systems Group Wageningen University Wageningen The Netherlands

9. CGIAR Research Program on Climate Change, Agriculture and Food Security BISA‐CIMMYT New Delhi India

10. Biological Systems Engineering Washington State University Pullman Washington

11. Department of Agronomy Pir Mehr Ali Shah Arid Agriculture University Rawalpindi Pakistan

12. Department of Earth and Environmental Sciences Michigan State University East Lansing Michigan

13. W.K. Kellogg Biological Station Michigan State University East Lansing Michigan

14. Institute of Biochemical Plant Pathology Helmholtz Zentrum München‐German Research Center for Environmental Health Neuherberg Germany

15. James Hutton Institute Invergowrie Dundee Scotland, UK

16. Institute for Climate and Atmospheric Science School of Earth and Environment University of Leeds Leeds UK

17. CGIAR‐ESSP Program on Climate Change, Agriculture and Food Security International Centre for Tropical Agriculture (CIAT) Cali Colombia

18. European Food Safety Authority GMO Unit Parma Italy

19. Department Terra & AgroBioChem Gembloux Agro‐Bio Tech University of Liege Liege Belgium

20. Center for Development Research (ZEF) Bonn Germany

21. IAS‐CSIC and University of Cordoba Cordoba Spain

22. Agriculture Victoria Research Department of Economic Development Jobs, Transport and Resources Ballarat Victoria Australia

23. Faculty of Veterinary and Agricultural Sciences The University of Melbourne Creswick Victoria Australia

24. Institute of Soil Science and Land Evaluation University of Hohenheim Stuttgart Germany

25. UMR GDEC INRA Université Clermont Auvergne Clermont‐Ferrand France

26. Institute for Sustainable Food Systems University of Florida Gainesville Florida

27. Department of Geographical Sciences University of Maryland College Park Maryland

28. Texas A&M AgriLife Research and Extension Center Texas A&M University Temple Texas

29. Institute of Landscape Systems Analysis Leibniz Centre for Agricultural Landscape Research Müncheberg Germany

30. Potsdam Institute for Climate Impact Research Potsdam Germany

31. Centre for Environment Science and Climate Resilient Agriculture Indian Agricultural Research Institute, IARI PUSA New Delhi India

32. Grains Innovation Park Department of Economic Development, Jobs, Transport and Resources Agriculture Victoria Research Horsham Victoria Australia

33. Natural Resources Institute Finland (Luke) Helsinki Finland

34. US AgroClim INRA Avignon France

35. Tropical Plant Production and Agricultural Systems Modelling (TROPAGS) University of Göttingen Göttingen Germany

36. Centre of Biodiversity and Sustainable Land Use (CBL) University of Göttingen Göttingen Germany

37. Computational and Systems Biology Department Rothamsted Research Harpenden Herts UK

38. Water & Food and Water Systems & Global Change Group Wageningen University Wageningen The Netherlands

39. Institute of Geographical Sciences and Natural Resources Research Chinese Academy of Science Beijing China

40. Plant Production Systems Wageningen University Wageningen The Netherlands

41. State Key Laboratory of Earth Surface Processes and Resource Ecology Faculty of Geographical Science Beijing Normal University Beijing China

Publisher

Wiley

Subject

General Environmental Science,Ecology,Environmental Chemistry,Global and Planetary Change

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