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Mapping global water-surface photovoltaics with satellite images

Author

Listed:
  • Xia, Zilong
  • Li, Yingjie
  • Guo, Shanchuan
  • Chen, Ruishan
  • Zhang, Wei
  • Zhang, Peng
  • Du, Peijun

Abstract

The recent boom in solar photovoltaics has intensified global competition for land use. Water-surface photovoltaics (WSPV) has also increased globally as an efficient alternative to land-based photovoltaics. Determining the spatio-temporally distribution of WSPVs is essential for estimating renewable energy capacity, evaluating the associated socio-environmental impacts, and managing and planning WSPV projects. However, a comprehensive inventory of WSPV locations and extent on the global scale is still lacking. To address these issues, we developed a workflow for identifying WSPVs using time-series optical satellite images and generated the first global-scale WSPV inventory map. The results demonstrate that WSPV has experienced rapid expansion with an average annual growth rate of 20.6% between 2019 and 2021. By 2021, a total of 1027 WSPV projects in 27 countries were detected, covering a water area of 272.0 km2. Asia dominates the fast-emerging WSPV development, with eleven countries that rank in the top fourteen for WSPV are located in Asia. The development of WSPV in China far exceeds that of all other countries, accounting for 95.1% of the total global WSPV area. The global installed capacity of WSPVs is estimated at 12.9 GWp, >20% of which are floating WSPVs (2.6 GWp). The results advanced the understanding of the global spatial-temporal dynamics of the recent WSPV development and will be useful for informing future global and regional renewable planning and management for policymakers and project stakeholders. It also provides a basis for further studies on assessing the potential impact of WSPVs.

Suggested Citation

  • Xia, Zilong & Li, Yingjie & Guo, Shanchuan & Chen, Ruishan & Zhang, Wei & Zhang, Peng & Du, Peijun, 2023. "Mapping global water-surface photovoltaics with satellite images," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
  • Handle: RePEc:eee:rensus:v:187:y:2023:i:c:s1364032123006172
    DOI: 10.1016/j.rser.2023.113760
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    as
    1. Xuehui Pi & Qiuqi Luo & Lian Feng & Yang Xu & Jing Tang & Xiuyu Liang & Enze Ma & Ran Cheng & Rasmus Fensholt & Martin Brandt & Xiaobin Cai & Luke Gibson & Junguo Liu & Chunmiao Zheng & Weifeng Li & B, 2022. "Author Correction: Mapping global lake dynamics reveals the emerging roles of small lakes," Nature Communications, Nature, vol. 13(1), pages 1-1, December.
    2. Kakoulaki, G. & Gonzalez Sanchez, R. & Gracia Amillo, A. & Szabo, S. & De Felice, M. & Farinosi, F. & De Felice, L. & Bisselink, B. & Seliger, R. & Kougias, I. & Jaeger-Waldau, A., 2023. "Benefits of pairing floating solar photovoltaics with hydropower reservoirs in Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 171(C).
    3. Rafael M. Almeida & Rafael Schmitt & Steven M. Grodsky & Alexander S. Flecker & Carla P. Gomes & Lu Zhao & Haohui Liu & Nathan Barros & Rafael Kelman & Peter B. McIntyre, 2022. "Floating solar power could help fight climate change — let’s get it right," Nature, Nature, vol. 606(7913), pages 246-249, June.
    4. Prosperi, Maurizio & Lombardi, Mariarosaria & Spada, Alessia, 2019. "Ex ante assessment of social acceptance of small-scale agro-energy system: A case study in southern Italy," Energy Policy, Elsevier, vol. 124(C), pages 346-354.
    5. Xuehui Pi & Qiuqi Luo & Lian Feng & Yang Xu & Jing Tang & Xiuyu Liang & Enze Ma & Ran Cheng & Rasmus Fensholt & Martin Brandt & Xiaobin Cai & Luke Gibson & Junguo Liu & Chunmiao Zheng & Weifeng Li & B, 2022. "Mapping global lake dynamics reveals the emerging roles of small lakes," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    6. Pringle, Adam M. & Handler, R.M. & Pearce, J.M., 2017. "Aquavoltaics: Synergies for dual use of water area for solar photovoltaic electricity generation and aquaculture," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 572-584.
    7. Deveci, Muhammet & Pamucar, Dragan & Oguz, Elif, 2022. "Floating photovoltaic site selection using fuzzy rough numbers based LAAW and RAFSI model," Applied Energy, Elsevier, vol. 324(C).
    8. Reynaud, Arnaud & Lanzanova, Denis, 2017. "A Global Meta-Analysis of the Value of Ecosystem Services Provided by Lakes," Ecological Economics, Elsevier, vol. 137(C), pages 184-194.
    9. L. Kruitwagen & K. T. Story & J. Friedrich & L. Byers & S. Skillman & C. Hepburn, 2021. "A global inventory of photovoltaic solar energy generating units," Nature, Nature, vol. 598(7882), pages 604-610, October.
    10. Ateş, Ali Murat, 2022. "Unlocking the floating photovoltaic potential of Türkiye's hydroelectric power plants," Renewable Energy, Elsevier, vol. 199(C), pages 1495-1509.
    11. Capellán-Pérez, Iñigo & de Castro, Carlos & Arto, Iñaki, 2017. "Assessing vulnerabilities and limits in the transition to renewable energies: Land requirements under 100% solar energy scenarios," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 760-782.
    12. Ehsan Noorollahi & Dawud Fadai & Mohsen Akbarpour Shirazi & Seyed Hassan Ghodsipour, 2016. "Land Suitability Analysis for Solar Farms Exploitation Using GIS and Fuzzy Analytic Hierarchy Process (FAHP)—A Case Study of Iran," Energies, MDPI, vol. 9(8), pages 1-24, August.
    13. Brandi McKuin & Andrew Zumkehr & Jenny Ta & Roger Bales & Joshua H. Viers & Tapan Pathak & J. Elliott Campbell, 2021. "Energy and water co-benefits from covering canals with solar panels," Nature Sustainability, Nature, vol. 4(7), pages 609-617, July.
    14. Sahu, Alok & Yadav, Neha & Sudhakar, K., 2016. "Floating photovoltaic power plant: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 815-824.
    15. Ranjbaran, Parisa & Yousefi, Hossein & Gharehpetian, G.B. & Astaraei, Fatemeh Razi, 2019. "A review on floating photovoltaic (FPV) power generation units," Renewable and Sustainable Energy Reviews, Elsevier, vol. 110(C), pages 332-347.
    16. Jean-François Pekel & Andrew Cottam & Noel Gorelick & Alan S. Belward, 2016. "High-resolution mapping of global surface water and its long-term changes," Nature, Nature, vol. 540(7633), pages 418-422, December.
    17. Hernandez, R.R. & Easter, S.B. & Murphy-Mariscal, M.L. & Maestre, F.T. & Tavassoli, M. & Allen, E.B. & Barrows, C.W. & Belnap, J. & Ochoa-Hueso, R. & Ravi, S. & Allen, M.F., 2014. "Environmental impacts of utility-scale solar energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 766-779.
    18. Pouran, Hamid & Padilha Campos Lopes, Mariana & Ziar, Hesan & Alves Castelo Branco, David & Sheng, Yong, 2022. "Evaluating floating photovoltaics (FPVs) potential in providing clean energy and supporting agricultural growth in Vietnam," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).
    19. Exley, G. & Hernandez, R.R. & Page, T. & Chipps, M. & Gambro, S. & Hersey, M. & Lake, R. & Zoannou, K.-S. & Armstrong, A., 2021. "Scientific and stakeholder evidence-based assessment: Ecosystem response to floating solar photovoltaics and implications for sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    20. Kumari, P. Ashwini & Geethanjali, P., 2018. "Parameter estimation for photovoltaic system under normal and partial shading conditions: A survey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 84(C), pages 1-11.
    21. Ma, Chao & Liu, Zhao, 2022. "Water-surface photovoltaics: Performance, utilization, and interactions with water eco-environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    22. Gonzalez Sanchez, Rocio & Kougias, Ioannis & Moner-Girona, Magda & Fahl, Fernando & Jäger-Waldau, Arnulf, 2021. "Assessment of floating solar photovoltaics potential in existing hydropower reservoirs in Africa," Renewable Energy, Elsevier, vol. 169(C), pages 687-699.
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