IDEAS home Printed from https://ideas.repec.org/p/ags/pugtwp/332351.html
   My bibliography  Save this paper

An agro-economic model comparison of cropland change until 2050

Author

Listed:
  • Schmitz, Christoph
  • van Meijl, Hans
  • Kyle, Page
  • Fujimori, Shinichiro
  • Gurgel, Angelo
  • Havlik, Petr
  • d'Croz, Daniel Mason
  • Popp, Alexander
  • Sands, Ron
  • Tabeau, Andrzej
  • van der Mensbrugghe, Dominique
  • von Lampe, Martin
  • Wise, Marshall
  • Blanc, Elodie
  • Hasegawa, Tomoko
  • Valin, Hugo

Abstract

The future development of land under agricultural production has important implications for environment and climate. Different methods to project future agricultural land use have been published indicating large uncertainty due to different model assumptions and methodologies. In this paper we present a first comparison of global agro-economic models, which have been harmonized on drivers like future population, GDP growth and biophysical yields. The comparison includes four partial and six general equilibrium models, which differ largely according to their modelled land supply and amount of available land. We analyse results of four scenarios: The reference scenario assumes no climate change and a medium pathway of economic growth and population development. The second scenario assumes higher economic growth and population, whereas scenario three and four assume the impacts of climate change on crop yields (HadGEM2, RCP 8.5) and differ according to the used crop model to project the yield changes (DSSAT and LPJmL). Most models (7 out of 10) project an increase of cropland of around 10 to 25% by 2050 compared to 2005, whereas one model projects a decrease. Across all models most of the cropland expansion takes place in South America and Sub-Saharan Africa but also in North America (especially Canada), if the impacts of climate change are considered. In general, the strongest differences in model results are related to differences in the costs or substitution elasticities of land expansion, the endogenous productivity responses and the assumed development of bioenergy demand.

Suggested Citation

  • Schmitz, Christoph & van Meijl, Hans & Kyle, Page & Fujimori, Shinichiro & Gurgel, Angelo & Havlik, Petr & d'Croz, Daniel Mason & Popp, Alexander & Sands, Ron & Tabeau, Andrzej & van der Mensbrugghe, , 2013. "An agro-economic model comparison of cropland change until 2050," Conference papers 332351, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
  • Handle: RePEc:ags:pugtwp:332351
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/332351/files/6296.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Allison Thomson & Katherine Calvin & Steven Smith & G. Kyle & April Volke & Pralit Patel & Sabrina Delgado-Arias & Ben Bond-Lamberty & Marshall Wise & Leon Clarke & James Edmonds, 2011. "RCP4.5: a pathway for stabilization of radiative forcing by 2100," Climatic Change, Springer, vol. 109(1), pages 77-94, November.
    2. Malte Meinshausen & S. Smith & K. Calvin & J. Daniel & M. Kainuma & J-F. Lamarque & K. Matsumoto & S. Montzka & S. Raper & K. Riahi & A. Thomson & G. Velders & D.P. Vuuren, 2011. "The RCP greenhouse gas concentrations and their extensions from 1765 to 2300," Climatic Change, Springer, vol. 109(1), pages 213-241, November.
    3. You, Liangzhi & Wood, Stanley, 2006. "An entropy approach to spatial disaggregation of agricultural production," Agricultural Systems, Elsevier, vol. 90(1-3), pages 329-347, October.
    4. Sherman Robinson & Hans Meijl & Dirk Willenbockel & Hugo Valin & Shinichiro Fujimori & Toshihiko Masui & Ron Sands & Marshall Wise & Katherine Calvin & Petr Havlik & Daniel Mason d'Croz & Andrzej Tabe, 2014. "Comparing supply-side specifications in models of global agriculture and the food system," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 21-35, January.
    5. Hans van Meijl & Frank van Tongeren, 1999. "Endogenous International Technology Spillovers and Biased Technical Change in Agriculture," Economic Systems Research, Taylor & Francis Journals, vol. 11(1), pages 31-48.
    6. van Meijl, Hans & Frank van Tongeren, 1999. "Endogenous International Technology Spillovers and Biased Technical Change in the GTAP Model," GTAP Technical Papers 318, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University.
    7. Nelson, Gerald C. & Rosegrant, Mark W. & Koo, Jawoo & Robertson, Richard & Sulser, Timothy & Zhu, Tingju & Ringler, Claudia & Msangi, Siwa & Palazzo, Amanda & Batka, Miroslav & Magalhaes, Marilia & Va, 2009. "Climate change: Impact on agriculture and costs of adaptation," Food policy reports 21, International Food Policy Research Institute (IFPRI).
    8. Dietrich, Jan Philipp & Schmitz, Christoph & Müller, Christoph & Fader, Marianela & Lotze-Campen, Hermann & Popp, Alexander, 2012. "Measuring agricultural land-use intensity – A global analysis using a model-assisted approach," Ecological Modelling, Elsevier, vol. 232(C), pages 109-118.
    9. Petr Havlík & Hugo Valin & Aline Mosnier & Michael Obersteiner & Justin S. Baker & Mario Herrero & Mariana C. Rufino & Erwin Schmid, 2013. "Crop Productivity and the Global Livestock Sector: Implications for Land Use Change and Greenhouse Gas Emissions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 442-448.
    10. Gerald C. Nelson & Dominique Mensbrugghe & Helal Ahammad & Elodie Blanc & Katherine Calvin & Tomoko Hasegawa & Petr Havlik & Edwina Heyhoe & Page Kyle & Hermann Lotze-Campen & Martin Lampe & Daniel Ma, 2014. "Agriculture and climate change in global scenarios: why don't the models agree," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 85-101, January.
    11. Havlík, Petr & Schneider, Uwe A. & Schmid, Erwin & Böttcher, Hannes & Fritz, Steffen & Skalský, Rastislav & Aoki, Kentaro & Cara, Stéphane De & Kindermann, Georg & Kraxner, Florian & Leduc, Sylvain & , 2011. "Global land-use implications of first and second generation biofuel targets," Energy Policy, Elsevier, vol. 39(10), pages 5690-5702, October.
    12. Martin Lampe & Dirk Willenbockel & Helal Ahammad & Elodie Blanc & Yongxia Cai & Katherine Calvin & Shinichiro Fujimori & Tomoko Hasegawa & Petr Havlik & Edwina Heyhoe & Page Kyle & Hermann Lotze-Campe, 2014. "Why do global long-term scenarios for agriculture differ? An overview of the AgMIP Global Economic Model Intercomparison," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 3-20, January.
    13. Huang, Hsin & van Tongeren, Frank & Dewbre, Joe Dewbre, Joe & van Meijl, Hans, 2004. "A New Representation of Agricultural Production Technology in GTAP," Conference papers 330233, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    14. Krause, Michael & Lotze-Campen, Hermann & Popp, Alexander, 2009. "Spatially-explicit scenarios on global cropland expansion and available forest land in an integrated modelling framework," 2009 Conference, August 16-22, 2009, Beijing, China 51751, International Association of Agricultural Economists.
    15. Hugo Valin & Ronald D. Sands & Dominique van der Mensbrugghe & Gerald C. Nelson & Helal Ahammad & Elodie Blanc & Benjamin Bodirsky & Shinichiro Fujimori & Tomoko Hasegawa & Petr Havlik & Edwina Heyhoe, 2014. "The future of food demand: understanding differences in global economic models," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 51-67, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Christoph Schmitz & Hans van Meijl & Page Kyle & Gerald C. Nelson & Shinichiro Fujimori & Angelo Gurgel & Petr Havlik & Edwina Heyhoe & Daniel Mason d'Croz & Alexander Popp & Ron Sands & Andrzej Tabea, 2014. "Land-use change trajectories up to 2050: insights from a global agro-economic model comparison," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 69-84, January.
    2. Palazzo,Amanda & Valin,Hugo Jean Pierre & Batka,Miroslav & Havlík,Petr, 2019. "Investment Needs for Irrigation Infrastructure along Different Socioeconomic Pathways," Policy Research Working Paper Series 8744, The World Bank.
    3. Food and Agricultural Organization [FAO], 2016. "Climate Change and Food Systems: Global Assessments and Implications for Food Security and Trade," Working Papers id:8512, eSocialSciences.
    4. Jayatilleke S. Bandara & Yiyong Cai, 2014. "The impact of climate change on food crop productivity, food prices and food security in South Asia," Economic Analysis and Policy, Elsevier, vol. 44(4), pages 451-465.
    5. Christoph Müller & Richard D. Robertson, 2014. "Projecting future crop productivity for global economic modeling," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 37-50, January.
    6. Sands, Ronald & Jones, Carol & Marshall, Elizabeth P., 2014. "Global Drivers of Agricultural Demand and Supply," Economic Research Report 186137, United States Department of Agriculture, Economic Research Service.
    7. Hermann Lotze-Campen & Martin Lampe & Page Kyle & Shinichiro Fujimori & Petr Havlik & Hans Meijl & Tomoko Hasegawa & Alexander Popp & Christoph Schmitz & Andrzej Tabeau & Hugo Valin & Dirk Willenbocke, 2014. "Impacts of increased bioenergy demand on global food markets: an AgMIP economic model intercomparison," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 103-116, January.
    8. Martin Lampe & Dirk Willenbockel & Helal Ahammad & Elodie Blanc & Yongxia Cai & Katherine Calvin & Shinichiro Fujimori & Tomoko Hasegawa & Petr Havlik & Edwina Heyhoe & Page Kyle & Hermann Lotze-Campe, 2014. "Why do global long-term scenarios for agriculture differ? An overview of the AgMIP Global Economic Model Intercomparison," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 3-20, January.
    9. Gerald C. Nelson & Dominique Mensbrugghe & Helal Ahammad & Elodie Blanc & Katherine Calvin & Tomoko Hasegawa & Petr Havlik & Edwina Heyhoe & Page Kyle & Hermann Lotze-Campen & Martin Lampe & Daniel Ma, 2014. "Agriculture and climate change in global scenarios: why don't the models agree," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 85-101, January.
    10. Bakker, Craig & Zaitchik, Benjamin F. & Siddiqui, Sauleh & Hobbs, Benjamin F. & Broaddus, Elena & Neff, Roni A. & Haskett, Jonathan & Parker, Cindy L., 2018. "Shocks, seasonality, and disaggregation: Modelling food security through the integration of agricultural, transportation, and economic systems," Agricultural Systems, Elsevier, vol. 164(C), pages 165-184.
    11. Lochhead, Kyle & Ghafghazi, Saeed & Havlik, Petr & Forsell, Nicklas & Obersteiner, Michael & Bull, Gary & Mabee, Warren, 2016. "Price trends and volatility scenarios for designing forest sector transformation," Energy Economics, Elsevier, vol. 57(C), pages 184-191.
    12. H. Charles J. Godfray & Sherman Robinson, 2015. "Contrasting approaches to projecting long-run global food security," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 31(1), pages 26-44.
    13. Elke Stehfest & Willem-Jan Zeist & Hugo Valin & Petr Havlik & Alexander Popp & Page Kyle & Andrzej Tabeau & Daniel Mason-D’Croz & Tomoko Hasegawa & Benjamin L. Bodirsky & Katherine Calvin & Jonathan C, 2019. "Key determinants of global land-use projections," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
    14. Carl-Friedrich Schleussner & Joeri Rogelj & Michiel Schaeffer & Tabea Lissner & Rachel Licker & Erich M. Fischer & Reto Knutti & Anders Levermann & Katja Frieler & William Hare, 2016. "Science and policy characteristics of the Paris Agreement temperature goal," Nature Climate Change, Nature, vol. 6(9), pages 827-835, September.
    15. Jerome Dumortier & Miguel Carriquiry & Amani Elobeid, 2021. "Impact of climate change on global agricultural markets under different shared socioeconomic pathways," Agricultural Economics, International Association of Agricultural Economists, vol. 52(6), pages 963-984, November.
    16. Sherman Robinson & Hans Meijl & Dirk Willenbockel & Hugo Valin & Shinichiro Fujimori & Toshihiko Masui & Ron Sands & Marshall Wise & Katherine Calvin & Petr Havlik & Daniel Mason d'Croz & Andrzej Tabe, 2014. "Comparing supply-side specifications in models of global agriculture and the food system," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 21-35, January.
    17. Thomas W. Hertel & Uris Lantz C. Baldos & Dominique van der Mensbrugghe, 2016. "Predicting Long-Term Food Demand, Cropland Use, and Prices," Annual Review of Resource Economics, Annual Reviews, vol. 8(1), pages 417-441, October.
    18. David Laborde & Simla Tokgoz & Lindsay Shutes & Hugo Valin, 2013. "Assessment framework and operational definitions for long-term scenarios," FOODSECURE Working papers 14, LEI Wageningen UR.
    19. Martin von Lampe & Aikaterini Kavallari & Heleen Bartelings & Hans van Meijl & Martin Banse & Joanna Ilicic-Komorowska & Franziska Junker & Frank van Tongeren, 2014. "Fertiliser and Biofuel Policies in the Global Agricultural Supply Chain: Implications for Agricultural Markets and Farm Incomes," OECD Food, Agriculture and Fisheries Papers 69, OECD Publishing.
    20. Simon Dietz & Bruno Lanz, 2019. "Growth and Adaptation to Climate Change in the Long Run," CESifo Working Paper Series 7986, CESifo.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:pugtwp:332351. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/gtpurus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.