Modelling climate change impacts on agricultural systems
1st Edition
Published on 25. July 2023
754 pages
978-1-80146-176-4 (ISBN)
Description
Climate change is a key threat to agriculture. Modelling is fundamental to assessing its potential impacts. This collection summarises the wealth of research on improving climate impact models and their use in assessing impacts on different regions.
Modelling climate change impacts on agricultural systems reviews research on developing models in areas such as improving data flows, incorporating genetic information and dealing with uncertainty. This collection also reviews what we know about potential climate change impacts on regional agricultural systems such as, Europe, North America, Latin America, Australia and Oceania, as well as different regions in Asia and Africa.
Modelling climate change impacts on agricultural systems reviews research on developing models in areas such as improving data flows, incorporating genetic information and dealing with uncertainty. This collection also reviews what we know about potential climate change impacts on regional agricultural systems such as, Europe, North America, Latin America, Australia and Oceania, as well as different regions in Asia and Africa.
More details
Series
Edition
1. Auflage
Language
English
Place of publication
Cambridge
United Kingdom
Publishing group
Burleigh Dodds
Target group
University and other researchers in environmental and agricultural science;agronomists;crop modellers;developers of decision support systems;as well as government and private sector agencies supporting sustainable crop and livestock production
Illustrations
Color tables, photos and figures
File size
78,28 MB
ISBN-13
978-1-80146-176-4 (9781801461764)
DOI
10.19103/AS.2022.0115
Schweitzer Classification
Other editions
Additional editions
Book
07/2023
Burleigh Dodds Science Publishing Limited
€282.80
Shipment within 3-4 weeks
Persons
Editor
Leibniz Centre for Agricultural Landscape Research (ZALF) (Germany)
Dr Claas Nendel heads the Research Group on Landscape Modelling at the Leibniz Centre for Agricultural Landscape Research (ZALF), Germany. He is also Professor of Landscape Systems Analysis at the University of Potsdam. Dr Nendel is the Past President of the European Society of Agronomy and hosted, among other events, the first International Crop Modelling Symposium in Berlin in 2016. He is principal developer of the MONICA model which simulates biophysical processes in agroecosystems to allow assessment of regional impacts of climate change, and is internationally known for his contribution to agroecosystem modelling.
Dr Claas Nendel heads the Research Group on Landscape Modelling at the Leibniz Centre for Agricultural Landscape Research (ZALF), Germany. He is also Professor of Landscape Systems Analysis at the University of Potsdam. Dr Nendel is the Past President of the European Society of Agronomy and hosted, among other events, the first International Crop Modelling Symposium in Berlin in 2016. He is principal developer of the MONICA model which simulates biophysical processes in agroecosystems to allow assessment of regional impacts of climate change, and is internationally known for his contribution to agroecosystem modelling.
Contributions
INRAE (France)
Dr Jacques-Eric Bergez is a Systemic Agronomist and Modeller at INRAE, France and Coordinator of the H2020 project ClienFarms on climate neutral farming. Dr Bergez has held previous positions as Head of the Agroecology, Innovations & Territories Unit (AGIR) and Scientific Leader of RECORD within INRAE. Dr Bergez has authored over 70 research papers.
Dr Jacques-Eric Bergez is a Systemic Agronomist and Modeller at INRAE, France and Coordinator of the H2020 project ClienFarms on climate neutral farming. Dr Bergez has held previous positions as Head of the Agroecology, Innovations & Territories Unit (AGIR) and Scientific Leader of RECORD within INRAE. Dr Bergez has authored over 70 research papers.
INRAE (France)
INRAE (France)
INRAE (France)
INRAE (France)
Toulouse INP-ENSAT (France)
INRAE (France)
Leibniz Centre for Agricultural Landscape Research (ZALF) (Germany)
Dr Claas Nendel heads the Research Group on Landscape Modelling at the Leibniz Centre for Agricultural Landscape Research (ZALF), Germany. He is also Professor of Landscape Systems Analysis at the University of Potsdam. Dr Nendel is the Past President of the European Society of Agronomy and hosted, among other events, the first International Crop Modelling Symposium in Berlin in 2016. He is principal developer of the MONICA model which simulates biophysical processes in agroecosystems to allow assessment of regional impacts of climate change, and is internationally known for his contribution to agroecosystem modelling.
Dr Claas Nendel heads the Research Group on Landscape Modelling at the Leibniz Centre for Agricultural Landscape Research (ZALF), Germany. He is also Professor of Landscape Systems Analysis at the University of Potsdam. Dr Nendel is the Past President of the European Society of Agronomy and hosted, among other events, the first International Crop Modelling Symposium in Berlin in 2016. He is principal developer of the MONICA model which simulates biophysical processes in agroecosystems to allow assessment of regional impacts of climate change, and is internationally known for his contribution to agroecosystem modelling.
Leibniz Centre for Agricultural Landscape Research (ZALF) (Germany)
Leibniz Centre for Agricultural Landscape Research (ZALF) (Germany)
Leibniz Centre for Agricultural Landscape Research (ZALF) (Germany)
Wageningen Environmental Research (Netherlands)
Université de Montpellier (France)
University of Florida
Institute of Food and Agricultural Sciences (IFAS), University of Florida (United States)
The Queensland Alliance for Agriculture and Food Innovation (QAAFI) (Australia)
Cranfield University
Global Change Research Centre (Czech Republic)
Natural Resources Institute Finland (LUKE) (Finland)
Natural Resources Institute Finland (LUKE) (Finland)
University of Göttingen (Germany)
Purdue University
Aarhus University
Queen's University Belfast (United Kingdom)
Queen's University Belfast (United Kingdom)
Queen's University Belfast (United Kingdom)
Queen's University Belfast (United Kingdom)
Queen's University Belfast (United Kingdom)
Queen's University Belfast (United Kingdom)
National University of Battambang (Cambodia)
AIDA, Univ Montpellier, CIRAD, Montpellier (France)
CIRAD, UPR AIDA, F-34398 Montpellier (France)
Plant Production Systems, Wageningen University & Research (Netherlands)
Institut de l'Environnement et de Recherche Agricole (INERA) (Burkina Faso)
AIDA, Univ Montpellier, CIRAD, Montpellier (France)
École Polytechnique Fédérale de Lausanne (Switzerland)
University of Minnesota
University of Minnesota
European Commission, Joint Research Centre (Spain)
European Commission, Joint Research Centre (Spain)
European Commission, Joint Research Centre (Spain)
European Commission, Joint Research Centre (Spain)
European Commission, Joint Research Centre (JRC) (Italy)
European Commission, Joint Research Centre (Spain)
European Commission, Joint Research Centre (Spain)
European Commission, Joint Research Centre (JRC) (Italy)
King's College London (United Kingdom)
King's College London (United Kingdom)
Global Change Research Institute CAS (Czech Republic)
Global Change Research Institute CAS (Czech Republic)
Institute for BioEconomy (IBE) - National Research Council (CNR) (Italy)
Leibniz Centre for Agricultural Landscape Research (ZALF) (Germany)
Institute for BioEconomy (IBE) - National Research Council (CNR) (Italy)
Global Change Research Institute CAS (Czech Republic)
Global Change Research Institute CAS (Czech Republic)
Global Change Research Institute CAS (Czech Republic)
University of Aberdeen
Dr Matthias Kuhnert is an environmental modeller, with a wide range of experience in using data from different scales. His recent focus was on simulations of greenhouse gas emissions and soil organic carbon changes in croplands, impacts of data aggregation on model results and the development of measuring, reporting and verification systems for soil organic carbon.
Dr Matthias Kuhnert is an environmental modeller, with a wide range of experience in using data from different scales. His recent focus was on simulations of greenhouse gas emissions and soil organic carbon changes in croplands, impacts of data aggregation on model results and the development of measuring, reporting and verification systems for soil organic carbon.
University of Florence (Italy)
Institute for BioEconomy (IBE) - National Research Council (CNR) (Italy)
Czech University of Life Sciences Prague (Czech Republic)
Aarhus University
Global Change Research Institute CAS (Czech Republic)
Global Change Research Institute CAS (Czech Republic)
Global Change Research Institute CAS (Czech Republic)
Global Change Research Institute CAS (Czech Republic)
Leibniz Centre for Agricultural Landscape Research (ZALF) (Germany)
Michigan State University
Dr. Bruno Basso is an agro-ecosystem scientist and University Foundation Professor in Department of Earth and Environmental Sciences and W.K. Kellogg Biological Station at Michigan State University. He is a Fellow of the Soil Science Society of America and the American Society of Agronomy, and 2016 recipient of the Innovation of the year award and 2019 Outstanding Faculty Award at Michigan State University and the recipient of the 2021 Morgan Stanley Sustainable Solutions Prize. He is ranked as top 2% scientist across all disciplines and 0.006% in the field of Agronomy, Agriculture, Meteorology. He received his Ph.D. from Michigan State University.
Dr. Bruno Basso is an agro-ecosystem scientist and University Foundation Professor in Department of Earth and Environmental Sciences and W.K. Kellogg Biological Station at Michigan State University. He is a Fellow of the Soil Science Society of America and the American Society of Agronomy, and 2016 recipient of the Innovation of the year award and 2019 Outstanding Faculty Award at Michigan State University and the recipient of the 2021 Morgan Stanley Sustainable Solutions Prize. He is ranked as top 2% scientist across all disciplines and 0.006% in the field of Agronomy, Agriculture, Meteorology. He received his Ph.D. from Michigan State University.
Michigan State University
Michigan State University
University of São Paulo (Brazil)
University of São Paulo (Brazil)
Forestal. Pontificia Universidad Católica de Chile (Chile)
Ministry of Agriculture and Rural Development (Colombia)
Colombian Corporation for Agricultural Research (AGROSAVIA) (Colombia)
EMBRAPA
Universidade Federal de Santa Maria (Brazil)
Universidade Federal de Santa Maria (Brazil)
University of Bonn
University of São Paulo (Brazil)
University of São Paulo (Brazil)
Chief Research ScientistCSIRO Agriculture and Food (Australia)
Dr Enli Wang is a Chief Research Scientist in CSIRO, based in Canberra, Australia. Dr Wang has been a Principal Investigator and Project Leader of multiple national and international projects for almost 20 years, covering research areas of productivity and environmental footprints of agro-ecosystem under variable/changing climate, soil-plant modelling, resource use efficiency, carbon and nutrient cycling. He has also served as a key member of the APSIM development team, is the leader of the international Canola modelling consortium (AgMIP-Canola), a co-leader of the AgMIP-Wheat nitrogen use and response team. He was previously Editor-in-Chief of the International Journal of Field Crops Research.
Dr Enli Wang is a Chief Research Scientist in CSIRO, based in Canberra, Australia. Dr Wang has been a Principal Investigator and Project Leader of multiple national and international projects for almost 20 years, covering research areas of productivity and environmental footprints of agro-ecosystem under variable/changing climate, soil-plant modelling, resource use efficiency, carbon and nutrient cycling. He has also served as a key member of the APSIM development team, is the leader of the international Canola modelling consortium (AgMIP-Canola), a co-leader of the AgMIP-Wheat nitrogen use and response team. He was previously Editor-in-Chief of the International Journal of Field Crops Research.
The New Zealand Institute for Plant & Food Research Limited (New Zealand)
CSIRO Agriculture and Food (Australia)
Australian Bureau of Agricultural and Resource Economics and Sciences (ABARES) (Australia)
Associate ProfessorThe University of Queensland, Queensland Alliance for Agriculture and Food Innovation (QAAFI) (Australia)
Associate Professor Karine Chenu is a senior ecophysiologist and crop modeller at the University of Queensland. She leads a group that works on crop modelling, plant design and breeding strategies in winter cereals. Karine's research mainly concerns understanding trait physiology and genetics, developing gene-to-phenotype crop modelling and exploring novel combinations of genotypes, environments and management practices to assist productivity improvement in changing environments. Karine has published over 100 publications, including some breakthrough papers on crop modelling, plant response to heat and drought, and genetics.
Associate Professor Karine Chenu is a senior ecophysiologist and crop modeller at the University of Queensland. She leads a group that works on crop modelling, plant design and breeding strategies in winter cereals. Karine's research mainly concerns understanding trait physiology and genetics, developing gene-to-phenotype crop modelling and exploring novel combinations of genotypes, environments and management practices to assist productivity improvement in changing environments. Karine has published over 100 publications, including some breakthrough papers on crop modelling, plant response to heat and drought, and genetics.
University of Melbourne
University of Southern Queensland
The University of Queensland, Queensland Alliance for Agriculture and Food Innovation (QAAFI) (Australia)
The New Zealand Institute for Plant & Food Research Limited (New Zealand)
The New Zealand Institute for Plant & Food Research Limited (New Zealand)
CSIRO Agriculture and Food (Australia)
ICAR-Indian Agricultural Research Institute (India)
Professor Soora Naresh Kumar is Principal Scientist at the Centre for Environment Science and Climate Resilient Agriculture (now Division of Environment Science), ICAR-Indian Agricultural Research Institute, New Delhi, India with over 25 years of research experience. He is leading the InfoCrop (a process based dynamic simulation model) modelling group and is involved in AgMIP since its inception in 2011 as a member of AgMIP-wheat, rice, maize and potato pilot groups. He has published over 120 research papers in high impact journals and is recognized at the Global and National level.
Professor Soora Naresh Kumar is Principal Scientist at the Centre for Environment Science and Climate Resilient Agriculture (now Division of Environment Science), ICAR-Indian Agricultural Research Institute, New Delhi, India with over 25 years of research experience. He is leading the InfoCrop (a process based dynamic simulation model) modelling group and is involved in AgMIP since its inception in 2011 as a member of AgMIP-wheat, rice, maize and potato pilot groups. He has published over 120 research papers in high impact journals and is recognized at the Global and National level.
Nanjing Agricultural University
Nanjing Agricultural University
Nanjing Agricultural University
Nanjing Agricultural University
Nanjing Agricultural University
University of Göttingen (Germany)
Konya Food and Agriculture University (Turkey)
University of Ghana (Ghana)
Dilys Sefakor MacCarthy (Ph.D.) is a Research Fellow with the Soil and Irrigation Research Centre, Institute of Agricultural Research, College of Agriculture and Consumer Sciences of the University of Ghana. She joined the University in 2007. Dr. D. S. MacCarthy teaches both undergraduate and graduate students and has led international projects on climate change impact assessment in West Africa over the past few years. She serves as a member of the editorial boards of esteemed journals and reviews manuscripts for many other journals.
Dilys Sefakor MacCarthy (Ph.D.) is a Research Fellow with the Soil and Irrigation Research Centre, Institute of Agricultural Research, College of Agriculture and Consumer Sciences of the University of Ghana. She joined the University in 2007. Dr. D. S. MacCarthy teaches both undergraduate and graduate students and has led international projects on climate change impact assessment in West Africa over the past few years. She serves as a member of the editorial boards of esteemed journals and reviews manuscripts for many other journals.
Université de Parakou (UP) (Benin)
Centre d'Etude Régional pour l'Amélioration de l'Adaptation à la Sécheresse (CERAAS) (Senegal)
Cheikh, Anta Diop University (Senegal)
University of Ghana (Ghana)
Initiative Prospective Agricole et Rurale (IPAR) (Senegal)
University of Ghana (Ghana)
Content
Part 1 Advances in modelling
- 1.Advances in integrating different models assessing the impact of climate change on agriculture: Jacques-Eric Bergez, Julie Constantin, Philippe Debaeke, Hélène Raynal and Sophie Plassin, INRAE, France; Magali Willaume, Toulouse INP-ENSAT, France; and Raphael Martin, INRAE, France;
- 2.Improving data flow and integration in models assessing the impact of climate change on agriculture: Claas Nendel, Roland Baatz, Michael Berg-Mohnicke and Gohar Ghazaryan, Leibniz Centre for Agricultural Landscape Research (ZALF), Germany; Sander Janssen, Wageningen Environmental Research, The Netherlands; Pierre Martre, INRAE, France; and Cheryl Porter, University of Florida, USA;
- 3.Incorporating genetics into crop models to identify new phenotypes adapted to climate change: Carlos D. Messina, Institute of Food and Agricultural Sciences (IFAS), University of Florida, USA and The ARC Centre of Excellence for Plant Success in Nature and Agriculture, Australia; and Mark Cooper, The Queensland Alliance for Agriculture and Food Innovation (QAAFI) and The ARC Centre of Excellence for Plant Success in Nature and Agriculture, Australia;
- 4.Developing more integrated approaches in models assessing the impact of climate change on agriculture: Ian P. Holman, Cranfield University, UK and Global Change Research Centre, Czech Republic; and Paula A. Harrison, UK Centre for Ecology & Hydrology, UK and Global Change Research Centre, Czech Republic;
- 5.Accounting for uncertainties in modeling the impact of climate change on agriculture: Fulu Tao, Chinese Academy of Sciences, China and Natural Resources Institute Finland (Luke), Finland; Taru Palosuo, Natural Resources Institute Finland (Luke), Finland; and Reimund Paul Rötter, Tropical Plant Production and Agricultural Systems Modelling (TROPAGS) and University of Göttingen, Germany;
Part 2 Modelling climate change impacts on particular aspects of agricultural systems
- 6.Modeling climate change impacts on crop growth and yield formation: Davide Cammarano and Johannes Wilhelmus Maria Pullens, Aarhus University, Denmark; and Pierre Martre, Université de Montpellier, France;
- 7.Modelling climate change impacts on livestock production: Ryan G. McGuire, Shannon M. McLaughlin, Tanisha L. Waring, Kayley D. Barnes, Sharon A. Huws and Nigel. D. Scollan, Queen's University Belfast, UK;
- 8.Modeling climate change impact on low-input smallholder farming systems: Myriam Adam, Centre de coopération internationale en recherche agronomique pour le développement (CIRAD), UMR AGAP Institute, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France and National University of Battambang, Cambodia; Gatien Falconnier, CIRAD, UPR AIDA, F-34398 Montpellier and AIDA, Univ Montpellier, CIRAD, Montpellier, France and International Maize and Wheat Improvement Centre (CIMMYT), Zimbabwe; David Berre, CIRAD, UPR AIDA, F-34398 Montpellier and AIDA, Univ Montpellier, CIRAD, Montpellier, France; Katrien Descheemaeker, Wageningen University & Research, The Netherlands; Juliette Lairez, CIRAD, UPR AIDA, F-34398 Montpellier and AIDA, Univ Montpellier, CIRAD, Montpellier, France and Institut de l'Environnement et de Recherche Agricole (INERA), Burkina Faso; and Louise Leroux, CIRAD, UPR AIDA, F-34398 Montpellier and AIDA, Univ Montpellier, CIRAD, Montpellier, France, CIRAD, UPR AIDA, Nairobi and IITA, Kenya;
- 9.Modeling climate change impact on agro-ecosystem services: Charlotte Weil, École Polytechnique Fédérale de Lausanne, Switzerland; Justin A. Johnson, University of Minnesota, USA; and Rebecca Chaplin-Kramer, University of Minnesota and SPRING, USA;
- 10.Modelling climate change impacts on agricultural commodity markets: Ignacio Pérez Domínguez, Jordan Hristov, Christian Elleby and Thomas Fellmann, European Commission, Joint Research Centre, Spain; Andrea Toreti, European Commission, Joint Research Centre, Italy; Thomas Chatzopoulos and Ana Luisa Barbosa, European Commission, Joint Research Centre, Spain; and Frank Dentener, European Commission, Joint Research Centre, Italy;
- 11.Modelling transition of agricultural systems in response to climate change: Arnout van Soesbergen and Fiona Jones, King's College London, UK;
Part 3 Modelling climate change impacts on regional agricultural systems
- 12.Modelling the impact of climate change on agriculture in Europe: Mirek Trnka and Rudolf Brázdil, Global Change Research Institute CAS, Czech Republic; Lorenzo Brilli, Institute for BioEconomy (IBE) - National Research Council (CNR), Italy; Hannah C. von Czettritz und Neuhaus, Leibniz Centre for Agricultural Landscape Research (ZALF), Germany; Sergi Costafreda-Aumedes, Institute for BioEconomy (IBE) - National Research Council (CNR), Italy; Petr Dobrovolný, Petr Holub and Karel Klem, Global Change Research Institute CAS, Czech Republic; Matthias Kuhnert, University of Aberdeen, UK; Luisa Leolini, University of Florence, Italy; Marco Moriondo, Institute for BioEconomy (IBE) - National Research Council (CNR), Italy; Nina Muntean, Czech University of Life Sciences Prague, Czech Republic; Jørgen Eivind Olesen, Aarhus University, Denmark; Markéta Podebradská, Vera Potopová, Petr Stepánek and Otmar Urban, Global Change Research Institute CAS, Czech Republic; and Peter Zander and Claas Nendel, Leibniz Centre for Agricultural Landscape Research (ZALF), Germany;
- 13.Modeling the impact of climate change on agriculture in the United States: Bruno Basso, Neville Millar and Lydia Price, Michigan State University, USA;
- 14.Modeling the impact of climate change on agriculture in Latin America: Fábio R. Marin and Ivo Zution Gonçalves, University of São Paulo, Brazil; Francisco J Meza, Forestal. Pontificia Universidad Católica de Chile, Chile; Néstor M. Riaño H., Ministry of Agriculture and Rural Development, Colombia; Andrés J. Peña Q, Colombian Corporation for Agricultural Research (AGROSAVIA), Colombia; Alexandre B. Heinneman, EMBRAPA, Brazil; Nereu A. Streck and Alencar Jr Zanon, Universidade Federal de Santa Maria, Brazil; Murilo S. Vianna, University of Bonn, Germany; and Evandro H. F. Silva and Nilson A. Vieira Jr, University of São Paulo, Brazil;
- 15.Modelling the impact of climate change on agriculture in Australia and Oceania: Enli Wang, CSIRO Agriculture and Food, Australia; Edmar Teixeira, The New Zealand Institute for Plant & Food Research Limited, New Zealand; Bangyou Zheng, CSIRO Agriculture and Food, Australia; Neal Hughes, Australian Bureau of Agricultural and Resource Economics and Sciences (ABARES), Australia; Karine Chenu, The University of Queensland, Queensland Alliance for Agriculture and Food Innovation (QAAFI), Australia; James Hunt, University of Melbourne, Australia; Afshin Ghahramani, University of Southern Queensland, Australia; Andries B. Potgieter, The University of Queensland, Queensland Alliance for Agriculture and Food Innovation (QAAFI), Australia; Junqi Zhu and Rogerio Cichota, The New Zealand Institute for Plant & Food Research Limited, New Zealand; and Neil Huth, CSIRO Agriculture and Food, Australia;
- 16.Modelling the impact of climate change on agriculture in South Asia: S. Naresh Kumar, ICAR-Indian Agricultural Research Institute, India;
- 17.Modelling the impact of climate change on agriculture in East Asia: Bing Liu, Zi Ye, Yuan Cao, Bo Liu and Yan Zhu, Nanjing Agricultural University, China;
- 18.Modelling the impact of climate change on agriculture in North Africa and Southwest Asia: Ehsan Eyshi Rezaei, Leibniz Centre for Agricultural Landscape Research (ZALF), Germany; and Sevim Seda Yamaç, Konya Food and Agriculture University, Turkey;
- 19.Modelling the impact of climate change on agriculture in West Africa: D. S. MacCarthy, University of Ghana, Ghana; P. B. I. Akponikpe, Université de Parakou (UP), Benin; F. M. Akinseye, International Crop Research Institute for the Semi-Arid Tropics (ICRISAT), Nigeria and Centre d'Etude Régional pour l'Amélioration de l'Adaptation à la Sécheresse (CERAAS), Sénégal; M. Ly, Cheikh, Anta Diop University, Senegal; E. C. Timpong-Jones, University of Ghana, Ghana; I. Hathie, Initiative Prospective Agricole et Rurale (IPAR), Senegal; and S. G. K. Adiku, University of Ghana, Ghana;
- 1.Advances in integrating different models assessing the impact of climate change on agriculture: Jacques-Eric Bergez, Julie Constantin, Philippe Debaeke, Hélène Raynal and Sophie Plassin, INRAE, France; Magali Willaume, Toulouse INP-ENSAT, France; and Raphael Martin, INRAE, France;
- 2.Improving data flow and integration in models assessing the impact of climate change on agriculture: Claas Nendel, Roland Baatz, Michael Berg-Mohnicke and Gohar Ghazaryan, Leibniz Centre for Agricultural Landscape Research (ZALF), Germany; Sander Janssen, Wageningen Environmental Research, The Netherlands; Pierre Martre, INRAE, France; and Cheryl Porter, University of Florida, USA;
- 3.Incorporating genetics into crop models to identify new phenotypes adapted to climate change: Carlos D. Messina, Institute of Food and Agricultural Sciences (IFAS), University of Florida, USA and The ARC Centre of Excellence for Plant Success in Nature and Agriculture, Australia; and Mark Cooper, The Queensland Alliance for Agriculture and Food Innovation (QAAFI) and The ARC Centre of Excellence for Plant Success in Nature and Agriculture, Australia;
- 4.Developing more integrated approaches in models assessing the impact of climate change on agriculture: Ian P. Holman, Cranfield University, UK and Global Change Research Centre, Czech Republic; and Paula A. Harrison, UK Centre for Ecology & Hydrology, UK and Global Change Research Centre, Czech Republic;
- 5.Accounting for uncertainties in modeling the impact of climate change on agriculture: Fulu Tao, Chinese Academy of Sciences, China and Natural Resources Institute Finland (Luke), Finland; Taru Palosuo, Natural Resources Institute Finland (Luke), Finland; and Reimund Paul Rötter, Tropical Plant Production and Agricultural Systems Modelling (TROPAGS) and University of Göttingen, Germany;
Part 2 Modelling climate change impacts on particular aspects of agricultural systems
- 6.Modeling climate change impacts on crop growth and yield formation: Davide Cammarano and Johannes Wilhelmus Maria Pullens, Aarhus University, Denmark; and Pierre Martre, Université de Montpellier, France;
- 7.Modelling climate change impacts on livestock production: Ryan G. McGuire, Shannon M. McLaughlin, Tanisha L. Waring, Kayley D. Barnes, Sharon A. Huws and Nigel. D. Scollan, Queen's University Belfast, UK;
- 8.Modeling climate change impact on low-input smallholder farming systems: Myriam Adam, Centre de coopération internationale en recherche agronomique pour le développement (CIRAD), UMR AGAP Institute, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France and National University of Battambang, Cambodia; Gatien Falconnier, CIRAD, UPR AIDA, F-34398 Montpellier and AIDA, Univ Montpellier, CIRAD, Montpellier, France and International Maize and Wheat Improvement Centre (CIMMYT), Zimbabwe; David Berre, CIRAD, UPR AIDA, F-34398 Montpellier and AIDA, Univ Montpellier, CIRAD, Montpellier, France; Katrien Descheemaeker, Wageningen University & Research, The Netherlands; Juliette Lairez, CIRAD, UPR AIDA, F-34398 Montpellier and AIDA, Univ Montpellier, CIRAD, Montpellier, France and Institut de l'Environnement et de Recherche Agricole (INERA), Burkina Faso; and Louise Leroux, CIRAD, UPR AIDA, F-34398 Montpellier and AIDA, Univ Montpellier, CIRAD, Montpellier, France, CIRAD, UPR AIDA, Nairobi and IITA, Kenya;
- 9.Modeling climate change impact on agro-ecosystem services: Charlotte Weil, École Polytechnique Fédérale de Lausanne, Switzerland; Justin A. Johnson, University of Minnesota, USA; and Rebecca Chaplin-Kramer, University of Minnesota and SPRING, USA;
- 10.Modelling climate change impacts on agricultural commodity markets: Ignacio Pérez Domínguez, Jordan Hristov, Christian Elleby and Thomas Fellmann, European Commission, Joint Research Centre, Spain; Andrea Toreti, European Commission, Joint Research Centre, Italy; Thomas Chatzopoulos and Ana Luisa Barbosa, European Commission, Joint Research Centre, Spain; and Frank Dentener, European Commission, Joint Research Centre, Italy;
- 11.Modelling transition of agricultural systems in response to climate change: Arnout van Soesbergen and Fiona Jones, King's College London, UK;
Part 3 Modelling climate change impacts on regional agricultural systems
- 12.Modelling the impact of climate change on agriculture in Europe: Mirek Trnka and Rudolf Brázdil, Global Change Research Institute CAS, Czech Republic; Lorenzo Brilli, Institute for BioEconomy (IBE) - National Research Council (CNR), Italy; Hannah C. von Czettritz und Neuhaus, Leibniz Centre for Agricultural Landscape Research (ZALF), Germany; Sergi Costafreda-Aumedes, Institute for BioEconomy (IBE) - National Research Council (CNR), Italy; Petr Dobrovolný, Petr Holub and Karel Klem, Global Change Research Institute CAS, Czech Republic; Matthias Kuhnert, University of Aberdeen, UK; Luisa Leolini, University of Florence, Italy; Marco Moriondo, Institute for BioEconomy (IBE) - National Research Council (CNR), Italy; Nina Muntean, Czech University of Life Sciences Prague, Czech Republic; Jørgen Eivind Olesen, Aarhus University, Denmark; Markéta Podebradská, Vera Potopová, Petr Stepánek and Otmar Urban, Global Change Research Institute CAS, Czech Republic; and Peter Zander and Claas Nendel, Leibniz Centre for Agricultural Landscape Research (ZALF), Germany;
- 13.Modeling the impact of climate change on agriculture in the United States: Bruno Basso, Neville Millar and Lydia Price, Michigan State University, USA;
- 14.Modeling the impact of climate change on agriculture in Latin America: Fábio R. Marin and Ivo Zution Gonçalves, University of São Paulo, Brazil; Francisco J Meza, Forestal. Pontificia Universidad Católica de Chile, Chile; Néstor M. Riaño H., Ministry of Agriculture and Rural Development, Colombia; Andrés J. Peña Q, Colombian Corporation for Agricultural Research (AGROSAVIA), Colombia; Alexandre B. Heinneman, EMBRAPA, Brazil; Nereu A. Streck and Alencar Jr Zanon, Universidade Federal de Santa Maria, Brazil; Murilo S. Vianna, University of Bonn, Germany; and Evandro H. F. Silva and Nilson A. Vieira Jr, University of São Paulo, Brazil;
- 15.Modelling the impact of climate change on agriculture in Australia and Oceania: Enli Wang, CSIRO Agriculture and Food, Australia; Edmar Teixeira, The New Zealand Institute for Plant & Food Research Limited, New Zealand; Bangyou Zheng, CSIRO Agriculture and Food, Australia; Neal Hughes, Australian Bureau of Agricultural and Resource Economics and Sciences (ABARES), Australia; Karine Chenu, The University of Queensland, Queensland Alliance for Agriculture and Food Innovation (QAAFI), Australia; James Hunt, University of Melbourne, Australia; Afshin Ghahramani, University of Southern Queensland, Australia; Andries B. Potgieter, The University of Queensland, Queensland Alliance for Agriculture and Food Innovation (QAAFI), Australia; Junqi Zhu and Rogerio Cichota, The New Zealand Institute for Plant & Food Research Limited, New Zealand; and Neil Huth, CSIRO Agriculture and Food, Australia;
- 16.Modelling the impact of climate change on agriculture in South Asia: S. Naresh Kumar, ICAR-Indian Agricultural Research Institute, India;
- 17.Modelling the impact of climate change on agriculture in East Asia: Bing Liu, Zi Ye, Yuan Cao, Bo Liu and Yan Zhu, Nanjing Agricultural University, China;
- 18.Modelling the impact of climate change on agriculture in North Africa and Southwest Asia: Ehsan Eyshi Rezaei, Leibniz Centre for Agricultural Landscape Research (ZALF), Germany; and Sevim Seda Yamaç, Konya Food and Agriculture University, Turkey;
- 19.Modelling the impact of climate change on agriculture in West Africa: D. S. MacCarthy, University of Ghana, Ghana; P. B. I. Akponikpe, Université de Parakou (UP), Benin; F. M. Akinseye, International Crop Research Institute for the Semi-Arid Tropics (ICRISAT), Nigeria and Centre d'Etude Régional pour l'Amélioration de l'Adaptation à la Sécheresse (CERAAS), Sénégal; M. Ly, Cheikh, Anta Diop University, Senegal; E. C. Timpong-Jones, University of Ghana, Ghana; I. Hathie, Initiative Prospective Agricole et Rurale (IPAR), Senegal; and S. G. K. Adiku, University of Ghana, Ghana;
