IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v15y2022i22p8347-d966803.html

Influence Mechanisms of Dynamic Changes in Temperature, Precipitation, Sunshine Duration and Active Accumulated Temperature on Soybean Resources: A Case Study of Hulunbuir, China, from 1951 to 2019

Author

Listed:
  • Xuanwei Ning

    (School of Economics and Management, Beijing Forestry University, Beijing 100083, China)

  • Peipei Dong

    (School of Economics and Management, Beijing Forestry University, Beijing 100083, China)

  • Chengliang Wu

    (School of Economics and Management, Beijing Forestry University, Beijing 100083, China)

  • Yongliang Wang

    (School of Mechanics and Civil Engineering, China University of Mining and Technology, Beijing 100083, China)

  • Yang Zhang

    (School of Economics and Management, Beijing Forestry University, Beijing 100083, China)

Abstract

As a raw material for clean energy supply for the new generation, the soybean is conducive to the realization of global energy transition and sustainable development in the context of “carbon neutrality”. However, global warming has been affecting soybean yields in recent years. How to clarify the correlation between meteorological factors and soybean yields, so as to ensure the security of soybean growth and development and the stability of renewable energy development, is a key concern of the government and academia. Based on the data of temperature, precipitation, sunshine duration and active accumulated temperature during the soybean growing season in Hulunbuir, Inner Mongolia Autonomous Region from 1951 to 2019, and soybean yield data of the city from 1985 to 2019, this paper adopted statistical methods such as the Trend Analysis Method, the Rescaled Range Analysis Method and so on to analyze the trends of yield changes, characteristics of abrupt changes and periodic patterns of climate factors and soybean yields in Hulunbuir. A Pearson Correlation Analysis and a Grey Relation Analysis were used to explore the correlation between climatic factors and soybean yields, followed by a comprehensive impact model of the combined effect of temperature and precipitation on soybean yields established by the Method of Integral Regression. The results showed that temperature and active accumulated temperature are the dominant factors affecting soybean yields in Hulunbuir, while the decrease in precipitation is unfavorable to the improvement of soybean yields. Meanwhile, temperature and precipitation have different effects on the growth and development of the soybean at different stages. The conclusion of this paper is of great practical significance for Hulunbuir to promote the sustainable development of clean energy.

Suggested Citation

  • Xuanwei Ning & Peipei Dong & Chengliang Wu & Yongliang Wang & Yang Zhang, 2022. "Influence Mechanisms of Dynamic Changes in Temperature, Precipitation, Sunshine Duration and Active Accumulated Temperature on Soybean Resources: A Case Study of Hulunbuir, China, from 1951 to 2019," Energies, MDPI, vol. 15(22), pages 1-19, November.
  • Handle: RePEc:gam:jeners:v:15:y:2022:i:22:p:8347-:d:966803
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/15/22/8347/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/15/22/8347/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Arnaldo Walter & Joaquim Seabra & Jansle Rocha & Marjorie Guarenghi & Nathália Vieira & Desirèe Damame & João Luís Santos, 2021. "Spatially Explicit Assessment of the Feasibility of Sustainable Aviation Fuels Production in Brazil: Results of Three Case Studies," Energies, MDPI, vol. 14(16), pages 1-21, August.
    2. Jonghan Ko & Jaeil Cho & Jinsil Choi & Chang-Yong Yoon & Kyu-Nam An & Jong-Oh Ban & Dong-Kwan Kim, 2021. "Simulation of Crop Yields Grown under Agro-Photovoltaic Panels: A Case Study in Chonnam Province, South Korea," Energies, MDPI, vol. 14(24), pages 1-16, December.
    3. Chunyi Wang & Hans W. Linderholm & Yanling Song & Fang Wang & Yanju Liu & Jinfeng Tian & Jinxia Xu & Yingbo Song & Guoyu Ren, 2020. "Impacts of Drought on Maize and Soybean Production in Northeast China During the Past Five Decades," IJERPH, MDPI, vol. 17(7), pages 1-10, April.
    4. Islam, Md. Monirul & Sohag, Kazi & Alam, Md. Mahmudul, 2022. "Mineral import demand and clean energy transitions in the top mineral-importing countries," Resources Policy, Elsevier, vol. 78(C).
    5. Islam, Md. Monirul & Sohag, Kazi & Hammoudeh, Shawkat & Mariev, Oleg & Samargandi, Nahla, 2022. "Minerals import demands and clean energy transitions: A disaggregated analysis," Energy Economics, Elsevier, vol. 113(C).
    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. Gizem Uzuner & Festus Victor Bekun & Kayode Kolawole Eluwole & Andrew Adewale Alola, 2025. "Are export and capital accumulation panacea for economic growth in Mexico?: a non-linearity evidence," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(5), pages 4559-4579, October.
    2. Viglioni, Marco Túlio Dinali & Calegario, Cristina Lelis Leal & Bruhn, Nádia Campos Pereira, 2025. "Effects of economic complexity and metallic mineral resources on renewable energy transition in developing countries," Resources Policy, Elsevier, vol. 102(C).
    3. Saqib, Najia & Ozturk, Ilhan & Sharif, Arshian & Cichoń, Dariusz, 2024. "Enhancing sustainable energy: Mineral exports, financial development, and foreign investment can build a greener future?," Resources Policy, Elsevier, vol. 97(C).
    4. Md. Monirul Islam & Kazi Sohag, 2025. "Trading in Turbulent Times: Unravelling the Interplay between Trade Policy Uncertainty and Geopolitics in Russian Mineral Resource Supply," Foreign Trade Review, , vol. 60(3), pages 267-290, August.
    5. Namahoro, Jean Pierre & Wu, Qiaosheng & Ihimbabzwe, Beatrice & Yang, Cheng, 2025. "Mineral resources and investment drive clean energy progress: Evidence from economic and governance effectiveness tiers," Energy, Elsevier, vol. 327(C).
    6. Mariev, Oleg & Sohag, Kazi & Islam, Md. Monirul, 2026. "Lithium import demand and electric vehicle market growth in Europe: Perspectives on economic policy uncertainty and geopolitical turbulence," Transport Policy, Elsevier, vol. 176(C).
    7. Romani, Ilenia Gaia & Comincioli, Nicola & Vergalli, Sergio, 2025. "Climate policy and cartelization risk for critical minerals: An application to the copper market," Energy Economics, Elsevier, vol. 149(C).
    8. Islam, Md. Monirul, 2025. "US-China bi-lateral mineral trade and energy transition in the landscape of global value chain pressures, geo-economic fragmentation and US-China geopolitical risks," Applied Energy, Elsevier, vol. 399(C).
    9. Chung, Changwoo & Kim, Jinsoo, 2024. "Greenflation, a myth or fact? Empirical evidence from 26 OECD countries," Energy Economics, Elsevier, vol. 139(C).
    10. Alberto Biancardi & Idiano D’Adamo & Ernesto D. R. Santibanez-Gonzalez & Joaquín Francisco Varela Bascur, 2025. "A Flexible and Circular Management of Copper in Chile: New Perspectives Toward Sustainable Development," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 26(4), pages 813-837, December.
    11. Nooshin Karimi Alavijeh & Mohammad Taher Ahmadi Shadmehri & Parisa Esmaeili & Fatemeh Dehdar, 2024. "Asymmetric Impacts of Renewable Energy on Human Development: Exploring the Role of Carbon Emissions, Economic Growth, and Urbanization in European Union Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 17188-17212, December.
    12. Qu, Chunzi & Bang, Rasmus Noss, 2023. "Comparative Investment Analysis of Wind and Nuclear Energy: Assessing the Impact of Changes in the Electricity Mix and Required Government Support for Investment Parity," Discussion Papers 2023/8, Norwegian School of Economics, Department of Business and Management Science.
    13. Li, Zhen & Niu, Shuwen & Wang, Jinnian & Tan, Yanmei & Wang, Zongbin, 2025. "Multidimensional assessment of energy transition and policy implications," Renewable Energy, Elsevier, vol. 238(C).
    14. Guo, Qing & Zou, Yihong, 2025. "Dynamic sustainability assessment of critical mineral resources for China's EV industry: A multi-national niche and grey model approach," Energy Policy, Elsevier, vol. 207(C).
    15. Md. Saiful Islam & Md. Monirul Islam & Faroque Ahmed & Anis ur Rehman & Md. Fakhre Alam & Md. Aynul Islam, 2026. "Exploring Nexus Between Oil Price Shocks and Copper Production: Analysing the Role of Mineral Prices and Geopolitical Factors in Saudi Arabia," Computational Economics, Springer;Society for Computational Economics, vol. 67(2), pages 1375-1412, February.
    16. Zhang, Qingjun & Wei, Renyi & Fan, Sijia, 2025. "New energy mineral price shocks and volatility responses in green securities markets: Structural effects and dynamic spillovers," Applied Energy, Elsevier, vol. 382(C).
    17. Md. Saiful Islam & Md. Monirul Islam & Anis ur Rehman & Haider Ali Biswas, 2026. "Performance of renewable energy technology and environmental safety in the Hail region of Saudi Arabia: moderating effect of regulatory governance and public awareness," Asia-Pacific Journal of Regional Science, Springer, vol. 10(1), pages 1-36, March.
    18. Md. Monirul Islam, 2024. "A Cross-Country Examination of Mineral Import Demand and Wind Energy Generation: Empirical Insights from Leading Mineral Importers," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 23(1), pages 6-32.
    19. Fikru, Mahelet G. & Kilinc-Ata, Nurcan & Belaïd, Fateh, 2024. "Climate policy stringency and trade in energy transition minerals: An analysis of response patterns," Resources Policy, Elsevier, vol. 96(C).
    20. Mariev, Oleg & Blueschke, Dmitri, 2025. "Interplay of Chinese rare earth elements supply and European clean energy transition: A geopolitical context analysis," Renewable Energy, Elsevier, vol. 238(C).

    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:gam:jeners:v:15:y:2022:i:22:p:8347-:d:966803. 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: MDPI Indexing Manager The email address of this maintainer does not seem to be valid anymore. Please ask MDPI Indexing Manager to update the entry or send us the correct address (email available below). General contact details of provider: https://www.mdpi.com .

    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.