IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v212y2025ics1364032125001029.html
   My bibliography  Save this article

Assessing the impact of climate change on the optimal solar–wind hybrid power generation potential in China: A focus on stability and complementarity

Author

Listed:
  • Lv, Furong
  • Tang, Haiping

Abstract

One of the greatest challenges facing humanity today is adapting to climate change and global warming. To mitigate the impact of climate change, an increasing number of countries have committed to transforming their energy systems into zero–emissions systems. Decarbonizing electricity via wind and solar power generation is crucial for China to achieve carbon neutrality by 2060. This study used global climate models to evaluate the impact of climate change on the complementarity, stability, and hybrid power generation potential of wind and solar energy in China in the mid-term (2041–2070) and long–term (2071–2100) under the SSP245 and SSP585 pathways, including calculating the optimal installation ratio. The results revealed that the optimal wind/solar installation ratio in China varies mainly between 0:1 and 0.4:1. The area with optimal complementarity accounts for approximately 19 % of the total area. Climate change is projected to decrease in solar energy resource stability in most northern regions and increase it in southern regions (±10 % to ±20 %). Regarding wind energy, increased stability occurs mainly in Northwest, Central, and East China, with long-term reductions in the coefficient of variation reaching up to 32 %. Under both scenarios, regions with greater power generation potential occur in Southwest and Northwest whereas the potential is lower in the Northeast, Inner Mongolia, and eastern Xinjiang. Under the SSP585 scenario, the long-term future power generation potential ranges from −11.76 % to 11.39 %. This study helps optimize the use of solar and wind energy and provides early warnings for renewable energy development in China to address climate change.

Suggested Citation

  • Lv, Furong & Tang, Haiping, 2025. "Assessing the impact of climate change on the optimal solar–wind hybrid power generation potential in China: A focus on stability and complementarity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 212(C).
  • Handle: RePEc:eee:rensus:v:212:y:2025:i:c:s1364032125001029
    DOI: 10.1016/j.rser.2025.115429
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032125001029
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.rser.2025.115429?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Fan, Jing-Li & Huang, Xi & Shi, Jie & Li, Kai & Cai, Jingwen & Zhang, Xian, 2023. "Complementary potential of wind-solar-hydro power in Chinese provinces: Based on a high temporal resolution multi-objective optimization model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
    2. Vázquez, Rubén & Cabos, William & Nieto-Borge, José Carlos & Gutiérrez, Claudia, 2024. "Complementarity of offshore energy resources on the Spanish coasts: Wind, wave, and photovoltaic energy," Renewable Energy, Elsevier, vol. 224(C).
    3. Alexander E. MacDonald & Christopher T. M. Clack & Anneliese Alexander & Adam Dunbar & James Wilczak & Yuanfu Xie, 2016. "Future cost-competitive electricity systems and their impact on US CO2 emissions," Nature Climate Change, Nature, vol. 6(5), pages 526-531, May.
    4. Tianguang Lu & Peter Sherman & Xinyu Chen & Shi Chen & Xi Lu & Michael McElroy, 2020. "India’s potential for integrating solar and on- and offshore wind power into its energy system," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    5. Castillejo-Cuberos, Armando & Escobar, Rodrigo, 2020. "Understanding solar resource variability: An in-depth analysis, using Chile as a case of study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 120(C).
    6. Li, Mingquan & Virguez, Edgar & Shan, Rui & Tian, Jialin & Gao, Shuo & Patiño-Echeverri, Dalia, 2022. "High-resolution data shows China’s wind and solar energy resources are enough to support a 2050 decarbonized electricity system," Applied Energy, Elsevier, vol. 306(PA).
    7. ., 2024. "The peer review process," Chapters, in: Publish or Perish, chapter 8, pages 141-164, Edward Elgar Publishing.
    8. ., 2024. "Healing and the therapeutic process," Chapters, in: The Atlas of Social Complexity, chapter 15, pages 184-195, Edward Elgar Publishing.
    9. Laibao Liu & Gang He & Mengxi Wu & Gang Liu & Haoran Zhang & Ying Chen & Jiashu Shen & Shuangcheng Li, 2023. "Climate change impacts on planned supply–demand match in global wind and solar energy systems," Nature Energy, Nature, vol. 8(8), pages 870-880, August.
    10. Costoya, X. & deCastro, M. & Carvalho, D. & Gómez-Gesteira, M., 2023. "Assessing the complementarity of future hybrid wind and solar photovoltaic energy resources for North America," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    11. Smriti Mallapaty, 2020. "How China could be carbon neutral by mid-century," Nature, Nature, vol. 586(7830), pages 482-483, October.
    12. Liu, Laibao & Wang, Zheng & Wang, Yang & Wang, Jun & Chang, Rui & He, Gang & Tang, Wenjun & Gao, Ziqi & Li, Jiangtao & Liu, Changyi & Zhao, Lin & Qin, Dahe & Li, Shuangcheng, 2020. "Optimizing wind/solar combinations at finer scales to mitigate renewable energy variability in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 132(C).
    13. Chen, Xin & Zhou, Wenjia, 2023. "Performance evaluation of aquavoltaics in China: Retrospect and prospect," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    14. Zhang, Zeyu & Liang, Yushi & Xue, Xinyue & Li, Yan & Zhang, Mulan & Li, Yiran & Ji, Xiaodong, 2024. "China's future wind energy considering air density during climate change," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
    15. Hou, Wenjuan & Zhang, Xueliang & Wu, Maowei & Yuxin Feng, & Yang, Linsheng, 2022. "Integrating stability and complementarity to assess the accommodable generation potential of multiscale solar and wind resources: A case study in a resource-based area in China," Energy, Elsevier, vol. 261(PB).
    16. Aleh Cherp & Vadim Vinichenko & Jale Tosun & Joel A. Gordon & Jessica Jewell, 2021. "National growth dynamics of wind and solar power compared to the growth required for global climate targets," Nature Energy, Nature, vol. 6(7), pages 742-754, July.
    17. Lv, Furong & Tang, Haiping, 2024. "Sustainable photovoltaic power generation spatial planning through ecosystem service valuation: A case study of the Qinghai-Tibet plateau," Renewable Energy, Elsevier, vol. 222(C).
    18. Zhuo, Chen & Junhong, Guo & Wei, Li & Fei, Zhang & Chan, Xiao & Zhangrong, Pan, 2022. "Changes in wind energy potential over China using a regional climate model ensemble," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    19. Costoya, X. & deCastro, M. & Carvalho, D. & Arguilé-Pérez, B. & Gómez-Gesteira, M., 2022. "Combining offshore wind and solar photovoltaic energy to stabilize energy supply under climate change scenarios: A case study on the western Iberian Peninsula," Renewable and Sustainable Energy Reviews, Elsevier, vol. 157(C).
    20. Zhang, Hengxu & Cao, Yongji & Zhang, Yi & Terzija, Vladimir, 2018. "Quantitative synergy assessment of regional wind-solar energy resources based on MERRA reanalysis data," Applied Energy, Elsevier, vol. 216(C), pages 172-182.
    21. Dutta, Riya & Chanda, Kironmala & Maity, Rajib, 2022. "Future of solar energy potential in a changing climate across the world: A CMIP6 multi-model ensemble analysis," Renewable Energy, Elsevier, vol. 188(C), pages 819-829.
    22. Delbeke, Oscar & Moschner, Jens D. & Driesen, Johan, 2023. "The complementarity of offshore wind and floating photovoltaics in the Belgian North Sea, an analysis up to 2100," Renewable Energy, Elsevier, vol. 218(C).
    23. Jerez, S. & Tobin, I. & Turco, M. & Jiménez-Guerrero, P. & Vautard, R. & Montávez, J.P., 2019. "Future changes, or lack thereof, in the temporal variability of the combined wind-plus-solar power production in Europe," Renewable Energy, Elsevier, vol. 139(C), pages 251-260.
    24. Zhao, Xiaohu & Huang, Guohe & Lu, Chen & Zhou, Xiong & Li, Yongping, 2020. "Impacts of climate change on photovoltaic energy potential: A case study of China," Applied Energy, Elsevier, vol. 280(C).
    25. Bruce Garvey & Adam D. M. Svendsen, 2024. "Advancing a New Methodological Process," Management for Professionals, in: Navigating Uncertainty Using Foresight Intelligence, chapter 0, pages 287-308, Springer.
    26. Fortes, Patrícia & Simoes, Sofia G. & Amorim, Filipa & Siggini, Gildas & Sessa, Valentina & Saint-Drenan, Yves-Marie & Carvalho, Sílvia & Mujtaba, Babar & Diogo, Paulo & Assoumou, Edi, 2022. "How sensitive is a carbon-neutral power sector to climate change? The interplay between hydro, solar and wind for Portugal," Energy, Elsevier, vol. 239(PB).
    27. Franke, Katja & Sensfuß, Frank & Deac, Gerda & Kleinschmitt, Christoph & Ragwitz, Mario, 2021. "Factors affecting the calculation of wind power potentials: A case study of China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
    28. Hoicka, Christina E. & Rowlands, Ian H., 2011. "Solar and wind resource complementarity: Advancing options for renewable electricity integration in Ontario, Canada," Renewable Energy, Elsevier, vol. 36(1), pages 97-107.
    29. Ren, Guorui & Liu, Jinfu & Wan, Jie & Guo, Yufeng & Yu, Daren, 2017. "Overview of wind power intermittency: Impacts, measurements, and mitigation solutions," Applied Energy, Elsevier, vol. 204(C), pages 47-65.
    30. Zuluaga, Cristian Felipe & Avila-Diaz, Alvaro & Justino, Flavio B. & Martins, Fernando Ramos & Ceron, Wilmar L., 2022. "The climate change perspective of photovoltaic power potential in Brazil," Renewable Energy, Elsevier, vol. 193(C), pages 1019-1031.
    31. Zhang, Shuangyi & Li, Xichen, 2021. "Future projections of offshore wind energy resources in China using CMIP6 simulations and a deep learning-based downscaling method," Energy, Elsevier, vol. 217(C).
    32. Yadong Lei & Zhili Wang & Deying Wang & Xiaoye Zhang & Huizheng Che & Xu Yue & Chenguang Tian & Junting Zhong & Lifeng Guo & Lei Li & Hao Zhou & Lin Liu & Yangyang Xu, 2023. "Co-benefits of carbon neutrality in enhancing and stabilizing solar and wind energy," Nature Climate Change, Nature, vol. 13(7), pages 693-700, July.
    33. Hu, Jing & Harmsen, Robert & Crijns-Graus, Wina & Worrell, Ernst, 2019. "Geographical optimization of variable renewable energy capacity in China using modern portfolio theory," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    34. Beatrice Re, 2024. "Value Co-Creation Processes in Circular Firms," Springer Books, Springer, number 978-3-031-57234-0, April.
    35. Bayo-Besteiro, S. & de la Torre, L. & Costoya, X. & Gómez-Gesteira, M. & Pérez-Alarcón, A. & deCastro, M. & Añel, J.A., 2023. "Photovoltaic power resource at the Atacama Desert under climate change," Renewable Energy, Elsevier, vol. 216(C).
    36. Huber, Matthias & Weissbart, Christoph, 2015. "On the optimal mix of wind and solar generation in the future Chinese power system," Energy, Elsevier, vol. 90(P1), pages 235-243.
    37. Marianne Zeyringer & James Price & Birgit Fais & Pei-Hao Li & Ed Sharp, 2018. "Designing low-carbon power systems for Great Britain in 2050 that are robust to the spatiotemporal and inter-annual variability of weather," Nature Energy, Nature, vol. 3(5), pages 395-403, May.
    38. Drew Shindell & Christopher J. Smith, 2019. "Climate and air-quality benefits of a realistic phase-out of fossil fuels," Nature, Nature, vol. 573(7774), pages 408-411, September.
    39. Song, Zhe & Cao, Sunliang & Yang, Hongxing, 2024. "Quantifying the air pollution impacts on solar photovoltaic capacity factors and potential benefits of pollution control for the solar sector in China," Applied Energy, Elsevier, vol. 365(C).
    40. Bekirsky, N. & Hoicka, C.E. & Brisbois, M.C. & Ramirez Camargo, L., 2022. "Many actors amongst multiple renewables: A systematic review of actor involvement in complementarity of renewable energy sources," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
    41. Yijing Wang & Rong Wang & Katsumasa Tanaka & Philippe Ciais & Josep Penuelas & Yves Balkanski & Jordi Sardans & Didier Hauglustaine & Wang Liu & Xiaofan Xing & Jiarong Li & Siqing Xu & Yuankang Xiong , 2023. "Accelerating the energy transition towards photovoltaic and wind in China," Nature, Nature, vol. 619(7971), pages 761-767, July.
    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. Sun, Yanwei & Li, Ying & Wang, Run & Ma, Renfeng, 2023. "Assessing the national synergy potential of onshore and offshore renewable energy from the perspective of resources dynamic and complementarity," Energy, Elsevier, vol. 279(C).
    2. Yang, Hua & Xu, Yong & Zhou, Kan & Li, Jiuyi, 2024. "Mapping development potential and priority zones for utility-scale photovoltaic on the Qinghai-Tibet Plateau," Renewable Energy, Elsevier, vol. 237(PA).
    3. Costoya, X. & deCastro, M. & Carvalho, D. & Gómez-Gesteira, M., 2023. "Assessing the complementarity of future hybrid wind and solar photovoltaic energy resources for North America," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    4. Chen, Xie & Mao, Hongzhi & Cheng, Nan & Ma, Ling & Tian, Zhiyong & Luo, Yongqiang & Zhou, Chaohui & Li, Huai & Wang, Qian & Kong, Weiqiang & Fan, Jianhua, 2024. "Climate change impacts on global photovoltaic variability," Applied Energy, Elsevier, vol. 374(C).
    5. Kapica, Jacek & Jurasz, Jakub & Canales, Fausto A. & Bloomfield, Hannah & Guezgouz, Mohammed & De Felice, Matteo & Zbigniew, Kobus, 2024. "The potential impact of climate change on European renewable energy droughts," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PA).
    6. Fan, Jing-Li & Huang, Xi & Shi, Jie & Li, Kai & Cai, Jingwen & Zhang, Xian, 2023. "Complementary potential of wind-solar-hydro power in Chinese provinces: Based on a high temporal resolution multi-objective optimization model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
    7. Liu, Laibao & Wang, Zheng & Wang, Yang & Wang, Jun & Chang, Rui & He, Gang & Tang, Wenjun & Gao, Ziqi & Li, Jiangtao & Liu, Changyi & Zhao, Lin & Qin, Dahe & Li, Shuangcheng, 2020. "Optimizing wind/solar combinations at finer scales to mitigate renewable energy variability in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 132(C).
    8. Guo, Junhong & Chen, Zhuo & Meng, Jing & Zheng, Heran & Fan, Yuri & Ji, Ling & Wang, Xiuquan & Liang, Xi, 2024. "Picturing China's photovoltaic energy future: Insights from CMIP6 climate projections," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PA).
    9. Chen, Xie & Zhou, Chaohui & Tian, Zhiyong & Mao, Hongzhi & Luo, Yongqiang & Sun, Deyu & Fan, Jianhua & Jiang, Liguang & Deng, Jie & Rosen, Marc A., 2023. "Different photovoltaic power potential variations in East and West China," Applied Energy, Elsevier, vol. 351(C).
    10. Bai, Mingqi & Liu, Shuqi & Qi, Meng & Liu, Shangzhi & Shu, Chi-Min & Feng, Wei & Liu, Yi, 2024. "Optimization of wind-solar hybrid system based on energy stability of multiple time scales and uncertainty of renewable resources," Energy, Elsevier, vol. 313(C).
    11. Zhang, Xiaofeng & Xia, Peng & Peng, Fen & Xiao, Min & Zhao, Tingbo & Fu, Ang & Wang, Meng & Sun, Xiaoqin, 2024. "Multiple spatial-temporal scales assessment of solar and wind resources potential integrating geospatial-technology-correlation indicators: A case study of Hunan Province," Energy, Elsevier, vol. 304(C).
    12. Vázquez, Rubén & Cabos, William & Nieto-Borge, José Carlos & Gutiérrez, Claudia, 2024. "Complementarity of offshore energy resources on the Spanish coasts: Wind, wave, and photovoltaic energy," Renewable Energy, Elsevier, vol. 224(C).
    13. Guanying Chen & Zhenming Ji, 2024. "A Review of Solar and Wind Energy Resource Projection Based on the Earth System Model," Sustainability, MDPI, vol. 16(8), pages 1-19, April.
    14. Ghanim, Marrwa S. & Farhan, Ammar A., 2023. "Projected patterns of climate change impact on photovoltaic energy potential: A case study of Iraq," Renewable Energy, Elsevier, vol. 204(C), pages 338-346.
    15. Lou, Jiehong & Yu, Sha & Cui, Ryna Yiyun & Miller, Andy & Hultman, Nathan, 2025. "A provincial analysis on wind and solar investment needs towards China's carbon neutrality," Applied Energy, Elsevier, vol. 378(PA).
    16. Gao, Yang & Ma, Shaoxiu & Wang, Tao & Miao, Changhong & Yang, Fan, 2022. "Distributed onshore wind farm siting using intelligent optimization algorithm based on spatial and temporal variability of wind energy," Energy, Elsevier, vol. 258(C).
    17. Huang, J. & Iglesias, G., 2025. "Forecasting the integration of offshore renewables into the onshore energy system up to 2050," Renewable and Sustainable Energy Reviews, Elsevier, vol. 214(C).
    18. Chen, Zhuo & Li, Wei & Wang, Xiaoxuan & Bai, Jingjie & Wang, Xiuquan & Guo, Junhong, 2024. "Evaluating wind and solar complementarity in China: Considering climate change and source-load matching dynamics," Energy, Elsevier, vol. 312(C).
    19. Wati, Elvis & Meukam, Pierre, 2024. "Impact of the climate change on the site suitability for solar farms: Case study of Cameroon," Renewable Energy, Elsevier, vol. 225(C).
    20. Martinez, A. & Iglesias, G., 2024. "Global wind energy resources decline under climate change," Energy, Elsevier, vol. 288(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:eee:rensus:v:212:y:2025:i:c:s1364032125001029. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600126/description#description .

    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.