IDEAS home Printed from https://ideas.repec.org/p/ags/pugtwp/333304.html

An introduction of GTEM-Food: A baseline calibration with a focus on food

Author

Listed:
  • Nong, Duy
  • Mason-D’Croz, Daniel
  • Lu, Yingying
  • Marcos Martinez, Raymundo
  • Palmer, Jeda

Abstract

There is limited understanding of the level of impact on food systems globally, particularly the interaction between climate change and mitigation and adaptation strategies and policies. To address this limitation, and to improve future analysis of climate change and climate mitigation policies we have extended GTEM-C to become GTEM-Food. First, we used multiple data sources to update the model database with more agriculture and food sectors/commodities. Second, we updated the production and consumption structures for many food sectors and commodities. Finally, we revised and updated the baseline SSP2 GTEM-Food projections considering a new starting point and trends. Results show that most world output levels increase in 2014-2060, except coal and natural gas. Vegetable and fruit double their output level ($1434 billion) in 2060 compared to the level ($779 billion) in 2014. Dairy milk also follows the same pattern, reaching $1447 billion in 2060 compared to $797 billion in 2014. Cattle meat also increases significantly in 2014-60, reaching $1362 billion in 2060 relative to $709 billion in 2014. Coal-fired electricity substantially reclines from 8.6 million GWh in 2014 to 3.4 million GWh in 2060. Solar and geothermal power increase their output significantly in 2014-60 and become main sources of power by 2060, reaching 6.5 and 5.2 million GWh in 2060. From an Australian perspective, agricultural output increases by up to 68% in 2060 compared to the 2014 level. The ratio of food output relative to non-food keep constant in 2014-2060 at 0.043. Shares of agriculture sectors in Australia stay stable at 6.3%, while shares of agricultural emissions in Australia relative to the total Australian emissions increase from 25% in 2030 to 32% in 2060 because emissions from fossil-based electricity generation decline. In general, agricultural emissions in Australia only increase slightly reaching 108 MtCO2e in 2030 and 129 MtCO2e in 2060.

Suggested Citation

  • Nong, Duy & Mason-D’Croz, Daniel & Lu, Yingying & Marcos Martinez, Raymundo & Palmer, Jeda, 2021. "An introduction of GTEM-Food: A baseline calibration with a focus on food," Conference papers 333304, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
  • Handle: RePEc:ags:pugtwp:333304
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/333304/files/10395.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ma. Laurice Jamero & Motoharu Onuki & Miguel Esteban & Xyza Kristina Billones-Sensano & Nicholson Tan & Angelie Nellas & Hiroshi Takagi & Nguyen Danh Thao & Ven Paolo Valenzuela, 2017. "Small-island communities in the Philippines prefer local measures to relocation in response to sea-level rise," Nature Climate Change, Nature, vol. 7(8), pages 581-586, August.
    2. Zinkernagel, Jana & Maestre-Valero, Jose. F. & Seresti, Sogol Y. & Intrigliolo, Diego S., 2020. "New technologies and practical approaches to improve irrigation management of open field vegetable crops," Agricultural Water Management, Elsevier, vol. 242(C).
    3. P. S. J. Minderhoud & L. Coumou & G. Erkens & H. Middelkoop & E. Stouthamer, 2019. "Mekong delta much lower than previously assumed in sea-level rise impact assessments," Nature Communications, Nature, vol. 10(1), pages 1-13, December.
    4. Zsofia Barany & Christian Siegel, 2021. "Engines of sectoral labor productivity growth," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 39, pages 304-343, January.
    5. Vivek Tulpule & Stephen Brown & Jaekyu Lim & Cain Polidano & Horn Pant & Brian S. Fisher, 1999. "The Kyoto Protocol: An Economic Analysis Using GTEM," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 257-285.
    6. Mpanga, Isaac K. & Idowu, Omololu John, 2021. "A Decade of Irrigation Water use trends in Southwestern USA: The Role of Irrigation Technology, Best Management Practices, and Outreach Education Programs," Agricultural Water Management, Elsevier, vol. 243(C).
    7. Cai, Yiyong & Newth, David & Finnigan, John & Gunasekera, Don, 2015. "A hybrid energy-economy model for global integrated assessment of climate change, carbon mitigation and energy transformation," Applied Energy, Elsevier, vol. 148(C), pages 381-395.
    8. Ariel Ortiz-Bobea & Toby R. Ault & Carlos M. Carrillo & Robert G. Chambers & David B. Lobell, 2021. "Anthropogenic climate change has slowed global agricultural productivity growth," Nature Climate Change, Nature, vol. 11(4), pages 306-312, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Tran, Trang & Nong, Duy & Verikios, George & Marcos-Martinez, Ray & Lu, Yingying & Schandl, Heinz, 2025. "Newly updated nationally determined contributions: Implications for the global energy transition," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1816-1829.

    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. Kostevšek, Anja & Klemeš, Jiří Jaromír & Varbanov, Petar Sabev & Papa, Gregor & Petek, Janez, 2016. "The concept of an ecosystem model to support the transformation to sustainable energy systems," Applied Energy, Elsevier, vol. 184(C), pages 1460-1469.
    2. Alexander C. Abajian & Tamma Carleton & Kyle C. Meng & Olivier Deschênes, 2025. "Quantifying the global climate feedback from energy-based adaptation," Nature Communications, Nature, vol. 16(1), pages 1-15, December.
    3. Jiang, Xuemei & Guan, Dabo, 2016. "Determinants of global CO2 emissions growth," Applied Energy, Elsevier, vol. 184(C), pages 1132-1141.
    4. Hu, Hui & Xie, Nan & Fang, Debin & Zhang, Xiaoling, 2018. "The role of renewable energy consumption and commercial services trade in carbon dioxide reduction: Evidence from 25 developing countries," Applied Energy, Elsevier, vol. 211(C), pages 1229-1244.
    5. Federica Alfani & Vasco Molini & Giacomo Pallante & Alessandro PalmaGran, 2024. "Job displacement and reallocation failure. Evidence from climate shocks in Morocco," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 51(1), pages 1-31.
    6. Andrianarimanana, Mihasina Harinaivo & Yongjian, Pu & Rabezanahary Tanteliniaina, Mirindra Finaritra, 2023. "Assessment of the importance of climate, land, and soil on the global supply for agricultural products and global food security: Evidence from Madagascar," Food Policy, Elsevier, vol. 115(C).
    7. Uchechukwu Jarrett & Yvonne Tackie, 2024. "Re‐examining the effect of heat and water stress on agricultural output growth: How is Sub‐Saharan Africa different?," Agricultural Economics, International Association of Agricultural Economists, vol. 55(3), pages 515-530, May.
    8. Sem J. Duijndam & W. J. Wouter Botzen & Liselotte C. Hagedoorn & Philip Bubeck & Toon Haer & My Pham & Jeroen C. J. H. Aerts, 2023. "Drivers of migration intentions in coastal Vietnam under increased flood risk from sea level rise," Climatic Change, Springer, vol. 176(2), pages 1-22, February.
    9. Rachel Ngai & Orhun Sevinc, 2025. "A Multisector Perspective on Wage Stagnation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 56, April.
    10. Rubo, Samantha & Zinkernagel, Jana, 2025. "Enhancing the prediction of irrigation demand for open field vegetable crops in Germany through neural networks, transfer learning, and ensemble models," Agricultural Water Management, Elsevier, vol. 312(C).
    11. Durán-Romero, Gemma & López, Ana M. & Beliaeva, Tatiana & Ferasso, Marcos & Garonne, Christophe & Jones, Paul, 2020. "Bridging the gap between circular economy and climate change mitigation policies through eco-innovations and Quintuple Helix Model," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    12. Zhang, Yang & Zhang, Yan & Gao, Yan & McLaughlin, Neil B. & Huang, Dandan & Wang, Yang & Chen, Xuewen & Zhang, Shixiu & Liang, Aizhen, 2024. "Effects of tillage practices on environment, energy, and economy of maize production in Northeast China," Agricultural Systems, Elsevier, vol. 215(C).
    13. Scandizzo, Pasquale Lucio & Damania, Richard, 2025. "Modelling global water policies," Journal of Policy Modeling, Elsevier, vol. 47(2), pages 407-427.
    14. Yeong Sheng Tey & Mark Brindal & Suryani Darham & Syahaneem Mohamad Zainalabidin, 2024. "Adaptation technologies for climate-smart agriculture: a patent network analysis," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(2), pages 1-18, February.
    15. Balboni, Clare, 2025. "In harm's way? Infrastructure investments and the persistence of coastal cities," LSE Research Online Documents on Economics 126336, London School of Economics and Political Science, LSE Library.
    16. Veysset, Patrick & Boivent, Célia, 2025. "Climatic hazard resilience assessment on livestock farms: Application to organic ruminant farms in the French Massif Central," Agricultural Systems, Elsevier, vol. 222(C).
    17. Ma, Yong & Zhou, Mingtao & Li, Shuaibing, 2024. "Weathering market swings: Does climate risk matter for agricultural commodity price predictability?," Journal of Commodity Markets, Elsevier, vol. 36(C).
    18. Standardi, Gabriele & Cai, Yiyong & Yeh, Sonia, 2017. "Sensitivity of modeling results to technological and regional details: The case of Italy's carbon mitigation policy," Energy Economics, Elsevier, vol. 63(C), pages 116-128.
    19. Paolo Nota & Daniele Curzi & Oliver Ken Haase & Alessandro Olper, 2024. "The impact of heat waves on food industry productivity: Firm‐level evidence from Italy," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(3), pages 914-930, September.
    20. Liu, Yong & Ruiz-Menjivar, Jorge & Zhang, Junbiao, 2022. "Climate adaptation and technical efficiency of rice production in Central China," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322521, Agricultural and Applied Economics Association.

    More about this item

    Keywords

    ;

    Statistics

    Access and download statistics

    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:333304. 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.