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Assessment of the potential and distribution of an energy crop at 1-km resolution from 2010 to 2100 in China – The case of sweet sorghum

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  • Nie, Yaoyu
  • Cai, Wenjia
  • Wang, Can
  • Huang, Guorui
  • Ding, Qun
  • Yu, Le
  • Li, Haoran
  • Ji, Duoying

Abstract

Biofuel from energy crops will play an important role in supplying carbon-neutral fuel for the transport sector. However, there are large uncertainties regarding energy crop development and the energy crop potential and distribution need to be evaluated more comprehensively and systematically. In this study, we propose an integrated approach using the AquaCrop model, a geographic information system approach, and a scenario analysis and we conduct a land availability assessment with multiple factors including climate change, land use, soil, topography, regional crop management, and technological improvement to shed light on the potential production, distribution, and temporal-spatial variation of land suitable for sweet sorghum production in China. We evaluate a full range of spatial scales from 1-km resolution to a national assessment in four representative concentration pathways from 2010 to 2100. The results show that most provinces can plant sweet sorghum. The most suitable provinces for sweet sorghum production are Xinjiang, Heilongjiang, Jilin, Inner Mongolia, Yunnan, and Sichuan. The biofuel potential of sweet sorghum in high-slope farmland (0.30–0.73 EJ) and marginal land (11.98–15.18 EJ) can satisfy the biofuel goal in 2020 (0.12 EJ) and 2050 (6.70–8.60 EJ). Climate change and land-use change are critical factors influencing for the current implementation and long-term planning of energy crops in China.

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  • Nie, Yaoyu & Cai, Wenjia & Wang, Can & Huang, Guorui & Ding, Qun & Yu, Le & Li, Haoran & Ji, Duoying, 2019. "Assessment of the potential and distribution of an energy crop at 1-km resolution from 2010 to 2100 in China – The case of sweet sorghum," Applied Energy, Elsevier, vol. 239(C), pages 395-407.
  • Handle: RePEc:eee:appene:v:239:y:2019:i:c:p:395-407
    DOI: 10.1016/j.apenergy.2019.01.214
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    as
    1. Murphy, J.D. & McCarthy, K., 2005. "Ethanol production from energy crops and wastes for use as a transport fuel in Ireland," Applied Energy, Elsevier, vol. 82(2), pages 148-166, October.
    2. Jansson, Christer & Westerbergh, Anna & Zhang, Jiaming & Hu, Xinwen & Sun, Chuanxin, 2009. "Cassava, a potential biofuel crop in (the) People's Republic of China," Applied Energy, Elsevier, vol. 86(Supplemen), pages 95-99, November.
    3. Yamamoto, Hiromi & Yamaji, Kenji & Fujino, Junichi, 2000. "Scenario analysis of bioenergy resources and CO2 emissions with a global land use and energy model," Applied Energy, Elsevier, vol. 66(4), pages 325-337, August.
    4. Zhang, Heping & Oweis, Theib, 1999. "Water-yield relations and optimal irrigation scheduling of wheat in the Mediterranean region," Agricultural Water Management, Elsevier, vol. 38(3), pages 195-211, January.
    5. Batidzirai, B. & Smeets, E.M.W. & Faaij, A.P.C., 2012. "Harmonising bioenergy resource potentials—Methodological lessons from review of state of the art bioenergy potential assessments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(9), pages 6598-6630.
    6. van Dam, J. & Faaij, A.P.C. & Hilbert, J. & Petruzzi, H. & Turkenburg, W.C., 2009. "Large-scale bioenergy production from soybeans and switchgrass in Argentina: Part A: Potential and economic feasibility for national and international markets," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(8), pages 1710-1733, October.
    7. Detlef Vuuren & Jae Edmonds & Mikiko Kainuma & Keywan Riahi & Allison Thomson & Kathy Hibbard & George Hurtt & Tom Kram & Volker Krey & Jean-Francois Lamarque & Toshihiko Masui & Malte Meinshausen & N, 2011. "The representative concentration pathways: an overview," Climatic Change, Springer, vol. 109(1), pages 5-31, November.
    8. Gao, Chunfang & Zhai, Yan & Ding, Yi & Wu, Qingyu, 2010. "Application of sweet sorghum for biodiesel production by heterotrophic microalga Chlorella protothecoides," Applied Energy, Elsevier, vol. 87(3), pages 756-761, March.
    9. Xue, Shuai & Lewandowski, Iris & Wang, Xiaoyu & Yi, Zili, 2016. "Assessment of the production potentials of Miscanthus on marginal land in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 932-943.
    10. Liu, Tingting & McConkey, Brian & Huffman, Ted & Smith, Stephen & MacGregor, Bob & Yemshanov, Denys & Kulshreshtha, Suren, 2014. "Potential and impacts of renewable energy production from agricultural biomass in Canada," Applied Energy, Elsevier, vol. 130(C), pages 222-229.
    11. Sabine Fuss & Josep G. Canadell & Glen P. Peters & Massimo Tavoni & Robbie M. Andrew & Philippe Ciais & Robert B. Jackson & Chris D. Jones & Florian Kraxner & Nebosja Nakicenovic & Corinne Le Quéré & , 2014. "Betting on negative emissions," Nature Climate Change, Nature, vol. 4(10), pages 850-853, October.
    12. Global Energy Assessment Writing Team,, 2012. "Global Energy Assessment," Cambridge Books, Cambridge University Press, number 9781107005198.
    13. Zhang, Caixia & Xie, Gaodi & Li, Shimei & Ge, Liqiang & He, Tingting, 2010. "The productive potentials of sweet sorghum ethanol in China," Applied Energy, Elsevier, vol. 87(7), pages 2360-2368, July.
    14. 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.
    15. Zhuang, Dafang & Jiang, Dong & Liu, Lei & Huang, Yaohuan, 2011. "Assessment of bioenergy potential on marginal land in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(2), pages 1050-1056, February.
    16. Steubing, B. & Zah, R. & Waeger, P. & Ludwig, C., 2010. "Bioenergy in Switzerland: Assessing the domestic sustainable biomass potential," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(8), pages 2256-2265, October.
    17. Global Energy Assessment Writing Team,, 2012. "Global Energy Assessment," Cambridge Books, Cambridge University Press, number 9780521182935.
    18. Saba, N. & Jawaid, M. & Hakeem, K.R. & Paridah, M.T. & Khalina, A. & Alothman, O.Y., 2015. "Potential of bioenergy production from industrial kenaf (Hibiscus cannabinus L.) based on Malaysian perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 446-459.
    19. Detlef P. van Vuuren & Andries F. Hof & Mariësse A. E. van Sluisveld & Keywan Riahi, 2017. "Open discussion of negative emissions is urgently needed," Nature Energy, Nature, vol. 2(12), pages 902-904, December.
    20. Ozoegwu, C.G. & Eze, C. & Onwosi, C.O. & Mgbemene, C.A. & Ozor, P.A., 2017. "Biomass and bioenergy potential of cassava waste in Nigeria: Estimations based partly on rural-level garri processing case studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 625-638.
    21. Thomas B. Johansson & Nebojsa Nakicenovic, 2012. "The Global Energy Assessment," Review of Environment, Energy and Economics - Re3, Fondazione Eni Enrico Mattei, October.
    22. Glithero, N.J. & Wilson, P. & Ramsden, S.J., 2015. "Optimal combinable and dedicated energy crop scenarios for marginal land," Applied Energy, Elsevier, vol. 147(C), pages 82-91.
    23. Li, Shi-Zhong & Chan-Halbrendt, Catherine, 2009. "Ethanol production in (the) People's Republic of China: Potential and technologies," Applied Energy, Elsevier, vol. 86(Supplemen), pages 162-169, November.
    24. Lu Lu & Dong Jiang & Dafang Zhuang & Yaohuan Huang, 2012. "Evaluating the Marginal Land Resources Suitable for Developing Pistacia chinensis -Based Biodiesel in China," Energies, MDPI, vol. 5(7), pages 1-13, June.
    25. Saha, Mithun & Eckelman, Matthew J., 2015. "Geospatial assessment of potential bioenergy crop production on urban marginal land," Applied Energy, Elsevier, vol. 159(C), pages 540-547.
    26. Xiangzheng Deng & Jikun Huang & Scott Rozelle & Emi Uchida, 2010. "Economic Growth and the Expansion of Urban Land in China," Urban Studies, Urban Studies Journal Limited, vol. 47(4), pages 813-843, April.
    27. Koçar, Günnur & Civaş, Nilgün, 2013. "An overview of biofuels from energy crops: Current status and future prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 900-916.
    28. Schaeffer, Roberto & Szklo, Alexandre Salem & Pereira de Lucena, André Frossard & Moreira Cesar Borba, Bruno Soares & Pupo Nogueira, Larissa Pinheiro & Fleming, Fernanda Pereira & Troccoli, Alberto & , 2012. "Energy sector vulnerability to climate change: A review," Energy, Elsevier, vol. 38(1), pages 1-12.
    29. Qiu, Huanguang & Sun, Laixiang & Huang, Jikun & Rozelle, Scott, 2012. "Liquid biofuels in China: Current status, government policies, and future opportunities and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 3095-3104.
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