Abstract
The methodology for an assessment of potential impacts of climate change on world crop production, including quantitative estimates of yield and water-use changes for major crops, is described. Agricultural scientists in 18 countries estimated potential changes in crop growth and water use using compatible crop models and consistent climate change scenarios. The crops modeled were wheat, rice, maize and soybean. Site-specific estimates of yield changes for the major crops modeled were aggregated to national levels for use in a world food trade model, the Basic Linked System. The study assessed the implications of climate change for world crop yields for arbitrary and GCM equilibrium and transient climate change scenarios. The climate change scenarios were tested with and without the direct physiological effects of CO2 on crop growth and water use, as reported in experimental literature. Climate change impacts on crop yields incorporating farm-level adaptation were also simulated, based on different assumptions about shifts in crop planting dates, changes in crop variety, and level of irrigation.
This chapter is based on Rosenzweig and Iglesias (1994), The use of crop models for international climate change impact assessment: study design, methodology, and conclusions, in Rosenzweig and Iglesias (Eds.), Implications of Climate Change for International Agriculture: Crop Modeling Study. US Environmental Protection Agency, EPA 230-B-94-003. Washington, DC.
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References
Acock B, Allen L H Jr (1985) Crop responses to elevated carbon dioxide concentrations. Pages 33–97 in Strain B R, Cure J D (Eds.) Direct effects of increasing carbon dioxide on vegetation. US Department of Energy. DOE/ER-0238. Washington, DC.
Adams R M, Rosenzweig C, Peart R M, Ritchie J T, McCarl B A, Glyer J D, Curry R B, Jones J W, Boote K J, Allen L H Jr (1990) Global climate change and US agriculture. Nature 345 (6272): 219–22.
Allen L H Jr, Boote K J, Jones J W, Jones P H, Valle R R, Acock B, Rogers H H, Dahlman R C (1987) Response of vegetation to rising carbon dioxide: Photosynthesis, biomass and seed yield of soybean. Global Biogeochemical Cycles 1: 1–14.
Callaway J N, Cronin F J, Currie J W, Tawil J (1982) An analysis of methods and models for assessing the direct and indirect impacts of CO2—induced environmental changes in the agricultural sector of US Economy. Pacific Northwest Laboratory, Battelle Memorial Institute. PNL-4384. Richland, Washington.
Cure J D (1985) Carbon dioxide doubling responses: A crop survey. Pages 33–97 in Strain B R, Cure J D (Eds.) Direct effects of increasing carbon dioxide on vegetation. US Department of Energy. DOE/ER-0238. Washington, DC.
Cure J D, Acock B (1986) Crop responses to carbon dioxide doubling: A literature survey. Agricultural and Forest Meteorology 38: 127–145.
Fischer G, Frohberg K, Keyzer M A, Parikh K S (1988) Linked national models: a tool forinternational food policy analysis. Kluwer Academic Publishers, Dordrecht, The Netherlands.
FAO (1988) 1987 Production Yearbook. Food and Agriculture Organization of the United Nations,Statistics Series No. 82, Rome, Italy.
France J, Thornley J H M (1984) Mathematical models in agriculture. Butterworths, Boston and London.
Gao L, Lin L, Jin Z (1987) A classification for rice production in China. Agricultural and Forest Meteorology 39: 55–65.
Godwin D, Ritchie J T, Singh U, Hunt L (1989) A User’s Guide to CERES-Wheat v2. 10. International Fertilizer Development Center. Muscle Shoals, Alabama, USA.
Hansen J, Russell G, Rind D, Stone P, Lacis A, Lebedeff S, Ruedy R, Travis L (1983) Efficient three-dimensional global models for climate studies: Models I and II. Monthly Weather Review 111 (4): 609–662.
Hansen J, Fung I, Lacis A, Rind D, Russell G, Lebedeff S, Ruedy R, Stone P (1988) Global climate changes as forecast by the GISS 3-D model. Journal of Geophysical Research 93 (D8): 9341–9364.
IPCC (1990a) Climate change: the IPCC scientific assessment. Houghton J T, Jenkins G J, Ephraums J J (Eds.) Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK.
IPCC (1990b) Climate change: the IPCC impacts assessment. Tegart W J McG, Sheldon G W, Griffiths D C (Eds.) Intergovernmental Panel on Climate Change. Australian Government Publishing Service, Canberra, Australia.
IPCC (1992) Climate change 1992. The supplementary report to the IPCC scientific assessment. Houghton J T, Callander B A, Varney S K (Eds.) Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK.
IPCC (1996a) Climate change 1995: the science of climate change. Houghton J T, Meira Filho L B, Callander B A, Harris N, Kattenberg A, Maskell K (Eds.) Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK.
IPCC (1996b) Agriculture in a changing climate: impacts and adaptation. Pages 427–467 in Watson R T, Zinyowera M C, Moss R H (Eds.) Climate change 1995. Impacts, adaptations and mitigation of climate change: scientific-technical analyses. Contribution of Working Group II to the Second Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK.
International Benchmark Sites Network for Agrotechnology Transfer (IBSNAT) (1989) Decision Support System for Agrotechnology Transfer Version 2.1 (DSSAT v2. 1 ). Department of Agronomy and Soil Science, College of Tropical Agriculture and Human Resources, University of Hawaii, Honolulu, Hawaii, USA.
Jones C A, Kiniry J R (1986) CERES-Maize: a simulation model of maize growth and development. Texas AandM Press, College Station, Texas, USA.
Jones J W, Boote K J, Hoogenboom G, Jagtap S S, Wilkerson G G (1989) SOYGRO v5.42: soybean crop growth simulation model. User’s guide. Department of Agricultural Engineering and Department of Agronomy, University of Florida, Gainesville, Florida, USA.
Kane S, Reilly J, Tobey J (1991) Climate change: economic implications for world agriculture. US Department of Agriculture. Economic Research Service, AER-No. 647.
Kimball B A (1983) Carbon dioxide and agricultural yield. An assemblage and analysis of 430 prior observations. Agronomy Journal 75: 779–788.
Lamb P J (1987) On the development of regional climatic scenarios for policy-oriented climatic impact assessment. Bulletin of the American Meteorological Society 68: 1116–1123.
Leemans R, Solomon A M (1993) Modeling the potential change in yield and distribution of the earth’s crops under a warmed climate. Climate Research 3: 79–96.
Manabe S, Wetherald R T (1987) Large-scale changes in soil wetness induced by an increase in CO,. Journal of Atmospheric Science 44: 1211–1235.
Martin R J, Salinger M J, Williams W M (1990) Agricultural industries in climate change: impacts on New Zealand. Ministry for the Environment, Wellington, New Zealand.
NDU (1980) Crop yields and climatic change for the year 2000. Volume 1. Lesley F, McNair J (Eds.) National Defense University, Washington, DC.
Nix H A (1985) Agriculture. Pages 105–130 in Kates R W (Ed.) Climate impact assessment. SCOPE 27. John Wiley and Sons, Chichester, UK.
Otter-Nßcke S, Godwin D C, Ritchie J T (1986) Testing and validating the CERES-wheat model in diverse environments. AgGRISTARS YM-15–00407. Johnson Space Center No. 20244, Houston, Texas, USA.
Parry M L, Carter T R, Konijn N T (Eds.) (1988) The impact of climatic variations on agriculture. Volume 1. Assessments in cool temperate and cold regions. Volume 2. Assessments in semi-arid regions. Kluwer Academic Publishers, Dordrecht, The Netherlands.
Pearman G (1988) Greenhouse: planning for climate change. CSIRO, Canberra, Australia.
Peart R M, Jones J W, Curry R B, Boote K, Allen L H Jr (1989) Impact of climate change on crop yield in the southeastern USA. In Smith J B, Tirpak D A (Eds.) The potential effects of global climate change on the United States, Appendix C. Report to Congress. US Environmental Protection Agency, EPA–230–05–89–050, Washington, DC.
Ritchie J T, Otter S (1985) Description and performance of CERES-wheat: a user-oriented wheat yield model. Pages 159–175 in Willis W O (Ed.) ARS wheat yield project. Department of Agriculture, Agricultural Research Service, ARS-38, Washington, DC.
Ritchie J T, Singh U, Godwin D, Hunt L (1989) A user’s guide to CERES-maize v2. 10. International Fertilizer Development Center. Muscle Shoals, Alabama, USA.
Rogers H H, Bingham G E, Cure J D, Smith J M, Surano K A (1983) Responses of selected plant species to elevated carbon dioxide in the field. Journal of Environmental Quality 12: 569–574.
Rosenberg N J, Crosson P R (1991) Processes for identifying regional influences of and responses to increasing atmospheric CO, and climate change: the MINK project. An overview. Resources for the future. Department of Energy, DOE/RL/01830T-H5, Washington, DC.
Rosenzweig C (1990) Crop response to climate change in the Southern Great Plains: A simulation study. Professional Geography 42: 20–39.
Rosenzweig C, Parry M L (1994) Potential impact of climate change on world food supply. Nature 367: 133–138.
Singh U, Ritchie J T, Godwin D (1993) A User’s Guide to CERES-Rice. International Fertilizer Development Center, Muscle Shoals, Alabama, USA.
Smit B (1989) Climatic warming and Canada’s comparative position in agricultural production and trade. Pages 1–9 in Climate change digest. CCD 89–01. Environment Canada.
Smith J B, Tirpak D A (Eds.) (1989) The potential effects of global climate change on the United States. Report to Congress. U.S. Environmental Protection Agency. EPA–230–05–89–050. Washington, DC.
UK Department of the Environment (1991) The potential effects of climate change in the United Kingdom. United Kingdom Climate Change Impacts Review Group. HMSO, London.
UN (1996) World population prospects: the 1996 Revision. United Nations Department for Economic and Social Information and Policy Analysis Population Division, New York, USA.
Warrick R A, Gifford R M, Parry M L (1986) CO2, climatic change and agriculture. Assessing the response of food crops to the direct effects of increased CO2 and climatic change. Pages 393–473 in Bolin B, Dos B R, Jager J, Warrick R A (Eds.) The greenhouse effect, climatic change, and ecosystems. SCOPE 29. John Wiley and Sons, New York, USA.
Wigley T M L (1987) Climate scenarios. Prepared for the European Workshop in Interrelated Bioclimate and Land Use Changes. National Center for Atmospheric Research. NCAR 3142–86–3.
Wilson C A, Mitchell J F B (1987) A doubled CO2 climate sensitivity experiment with a globalclimate model including a simple ocean, Journal of Geophysical Research 92 (13): 315–343.
World Food Institute (1988) World food trade and US agriculture, 1960–1987. Iowa State University, Ames, Iowa, USA.
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Rosenzweig, C., Iglesias, A. (1998). The use of crop models for international climate change impact assessment. In: Tsuji, G.Y., Hoogenboom, G., Thornton, P.K. (eds) Understanding Options for Agricultural Production. Systems Approaches for Sustainable Agricultural Development, vol 7. Springer, Dordrecht. https://doi.org/10.1007/978-94-017-3624-4_13
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DOI: https://doi.org/10.1007/978-94-017-3624-4_13
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