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High-resolution large-scale onshore wind energy assessments: A review of potential definitions, methodologies and future research needs

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  1. Wang, Ni & Verzijlbergh, Remco A. & Heijnen, Petra W. & Herder, Paulien M., 2023. "Incorporating indirect costs into energy system optimization models: Application to the Dutch national program Regional Energy Strategies," Energy, Elsevier, vol. 276(C).
  2. Durgunay, Uygar & Javani, Nader, 2026. "A unified analytical framework for capacity factor estimation and availability modeling in wind turbines: Bridging design and reliability," Renewable Energy, Elsevier, vol. 256(PI).
  3. Wang, Liping & Chen, Wei, 2025. "Resilience and reconfiguration of global wind power trade networks: Insights from an industrial chain perspective," Energy, Elsevier, vol. 341(C).
  4. Hedenus, F. & Jakobsson, N. & Reichenberg, L. & Mattsson, N., 2022. "Historical wind deployment and implications for energy system models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
  5. Wang, Yan & Jing, Qian & Zhang, Jingjing & Guan, Ronghu & Zheng, Jian, 2026. "Response of single-array wind turbines to multi-scale turbulent motions in sand-laden environments," Renewable Energy, Elsevier, vol. 259(C).
  6. Tapia, Mariela & Heinemann, Detlev & Zondervan, Edwin, 2026. "Too many eggs in one basket: On the vulnerability of the Ecuadorian power system and the need for a more sustainable and resilient strategy," Energy Policy, Elsevier, vol. 209(PA).
  7. Lamnatou, Chr. & Cristofari, C. & Chemisana, D., 2024. "Renewable energy sources as a catalyst for energy transition: Technological innovations and an example of the energy transition in France," Renewable Energy, Elsevier, vol. 221(C).
  8. Elkadeem, Mohamed R. & Younes, Ali & Mazzeo, Domenico & Jurasz, Jakub & Elia Campana, Pietro & Sharshir, Swellam W. & Alaam, Mohamed A., 2022. "Geospatial-assisted multi-criterion analysis of solar and wind power geographical-technical-economic potential assessment," Applied Energy, Elsevier, vol. 322(C).
  9. McKenna, R. & Mulalic, I. & Soutar, I. & Weinand, J.M. & Price, J. & Petrović, S. & Mainzer, K., 2022. "Exploring trade-offs between landscape impact, land use and resource quality for onshore variable renewable energy: an application to Great Britain," Energy, Elsevier, vol. 250(C).
  10. Kerschbaum, Alina & Trentmann, Lennart & Hanel, Andreas & Fendt, Sebastian & Spliethoff, Hartmut, 2025. "Methods for analysing renewable energy potentials in energy system modelling: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 215(C).
  11. Dimitris Katsaprakakis & Nikolaos Ch. Papadakis & Nikos Savvakis & Andreas Vavvos & Eirini Dakanali & Sofia Yfanti & Constantinos Condaxakis, 2025. "The Wind Parks Distorted Development in Greek Islands—Lessons Learned and Proposals Toward Rational Planning," Energies, MDPI, vol. 18(13), pages 1-34, June.
  12. Nicholas Christakis & Ioanna Evangelou & Dimitris Drikakis & George Kossioris, 2024. "A Computational Methodology for Assessing Wind Potential," Energies, MDPI, vol. 17(6), pages 1-23, March.
  13. Houndekindo, Freddy & Ouarda, Taha B.M.J., 2025. "LSTM and Transformer-based framework for bias correction of ERA5 hourly wind speeds," Energy, Elsevier, vol. 328(C).
  14. Ramakrishnan, Shanmugam & Delpisheh, Mostafa & Convery, Caillean & Niblett, Daniel & Vinothkannan, Mohanraj & Mamlouk, Mohamed, 2024. "Offshore green hydrogen production from wind energy: Critical review and perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 195(C).
  15. Guillot, Victor & Siggini, Gildas & Assoumou, Edi, 2023. "Interactions between land and grid development in the transition to a decarbonized European power system," Energy Policy, Elsevier, vol. 175(C).
  16. Jin, Jingxin & Li, Yilin & Ye, Lin & Xu, Xunjian & Lu, Jiazheng, 2023. "Integration of atmospheric stability in wind resource assessment through multi-scale coupling method," Applied Energy, Elsevier, vol. 348(C).
  17. Hessam Golmohamadi, 2022. "Demand-Side Flexibility in Power Systems: A Survey of Residential, Industrial, Commercial, and Agricultural Sectors," Sustainability, MDPI, vol. 14(13), pages 1-16, June.
  18. M. Millinger & F. Hedenus & E. Zeyen & F. Neumann & L. Reichenberg & G. Berndes, 2025. "Diversity of biomass usage pathways to achieve emissions targets in the European energy system," Nature Energy, Nature, vol. 10(2), pages 226-242, February.
  19. Bin Shahadat, Muhammad Rubayat & Doranehgard, Mohammad Hossein & Cai, Weibing & Li, Zheng, 2025. "Large eddy simulation of wind farm performance in horizontally and vertically staggered layouts," Energy, Elsevier, vol. 322(C).
  20. Gualtieri, G., 2022. "Analysing the uncertainties of reanalysis data used for wind resource assessment: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
  21. Langer, Jannis & Zaaijer, Michiel & Quist, Jaco & Blok, Kornelis, 2023. "Introducing site selection flexibility to technical and economic onshore wind potential assessments: New method with application to Indonesia," Renewable Energy, Elsevier, vol. 202(C), pages 320-335.
  22. Benalcazar, Pablo & Komorowska, Aleksandra & Kamiński, Jacek, 2024. "A GIS-based method for assessing the economics of utility-scale photovoltaic systems," Applied Energy, Elsevier, vol. 353(PA).
  23. Gangopadhyay, Anasuya & Seshadri, Ashwin K. & Patil, Balachandra, 2024. "Wind-solar-storage trade-offs in a decarbonizing electricity system," Applied Energy, Elsevier, vol. 353(PA).
  24. Ammara Kanwal & Zia ul Rehman Tahir & Muhammad Asim & Nasir Hayat & Muhammad Farooq & Muhammad Abdullah & Muhammad Azhar, 2023. "Evaluation of Reanalysis and Analysis Datasets against Measured Wind Data for Wind Resource Assessment," Energy & Environment, , vol. 34(5), pages 1258-1284, August.
  25. Chen, Shuying & Goergen, Klaus & Hendricks Franssen, Harrie-Jan & Franzmann, David & Winkler, Christoph & Ishmam, Shitab & Poll, Stefan & Linssen, Jochen & Vereecken, Harry & Heinrichs, Heidi, 2026. "High-resolution atmospheric modelling reveals lower costs for renewable energy systems in Southern Africa," Energy, Elsevier, vol. 342(C).
  26. Dahai Zhang & Yiming Wang & Yongjian Jiang & Tao Zhao & Haiyang Xu & Peng Qian & Chenglong Li, 2024. "A Novel Wind Turbine Rolling Element Bearing Fault Diagnosis Method Based on CEEMDAN and Improved TFR Demodulation Analysis," Energies, MDPI, vol. 17(4), pages 1-16, February.
  27. Thimet, P.J. & Mavromatidis, G., 2023. "What-where-when: Investigating the role of storage for the German electricity system transition," Applied Energy, Elsevier, vol. 351(C).
  28. Franke, Katja & Garcia, Joshua Fragoso & Kleinschmitt, Christoph & Sensfuß, Frank, 2024. "Assessing worldwide future potentials of renewable electricity generation: Installable capacity, full load hours and costs," Renewable Energy, Elsevier, vol. 226(C).
  29. Paz-Sawicki, Ariel & Fischhendler, Itay & Katz, David, 2025. "Survival of the largest: Why regulators fail to develop a heterogeneous wind energy sector," Energy Policy, Elsevier, vol. 207(C).
  30. Dai, Tao & Scown, Corinne D., 2025. "A novel approach for large-scale wind energy potential assessment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 211(C).
  31. Meharban, Faiza & Tang, Xiangmin & Yang, Shuang & Wu, Xiaotong & Lin, Chao & Tan, Lei & Hu, Weibo & Zhou, Dequan & Li, Jianming & Li, Xiaopeng, 2025. "Harnessing direct seawater electrolysis for a sustainable offshore Hydrogen future: A critical review and perspective," Applied Energy, Elsevier, vol. 384(C).
  32. Collados-Lara, Antonio-Juan & Baena-Ruiz, Leticia & Pulido-Velazquez, David & Pardo-Igúzquiza, Eulogio, 2022. "Data-driven mapping of hourly wind speed and its potential energy resources: A sensitivity analysis," Renewable Energy, Elsevier, vol. 199(C), pages 87-102.
  33. Gangopadhyay, A. & Seshadri, A.K. & Sparks, N.J. & Toumi, R., 2022. "The role of wind-solar hybrid plants in mitigating renewable energy-droughts," Renewable Energy, Elsevier, vol. 194(C), pages 926-937.
  34. Wehrle, Sebastian & Regner, Peter & Morawetz, Ulrich B. & Schmidt, Johannes, 2024. "Inferring local social cost from renewable zoning decisions. Evidence from Lower Austria’s wind power zoning," Energy Economics, Elsevier, vol. 139(C).
  35. Xu, Bin, 2023. "Exploring the sustainable growth pathway of wind power in China: Using the semiparametric regression model," Energy Policy, Elsevier, vol. 183(C).
  36. Antonio Jiménez-Garrote & Francisco J. Santos-Alamillos & Guadalupe Sánchez-Hernández & Miguel López-Cuesta & José A. Ruiz-Arias & David Pozo-Vázquez, 2024. "Evaluation of a Database of the Spanish Wind Energy Resources Derived from a Regional Reanalysis," Energies, MDPI, vol. 17(7), pages 1-25, March.
  37. Qu, Kai & Xue, Shuangsi & Zheng, Xiaodong & Yan, Dapeng & Cao, Hui, 2026. "Learning dynamic inter-farm dependencies for wind power forecasting via adaptive sparse graph attention network," Renewable Energy, Elsevier, vol. 258(C).
  38. Ladislas Mutunda Kangaji & Atanda Raji & Efe Orumwense, 2024. "Optimizing Sustainability Offshore Hybrid Tidal-Wind Energy Storage Systems for an Off-Grid Coastal City in South Africa," Sustainability, MDPI, vol. 16(21), pages 1-33, October.
  39. Tsani, Tsamara & Weinand, Jann Michael & Linßen, Jochen & Stolten, Detlef, 2024. "Quantifying social factors for onshore wind planning – A systematic review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 203(C).
  40. Ikäheimo, Jussi & Lindroos, Tomi J. & Kiviluoma, Juha, 2023. "Impact of climate and geological storage potential on feasibility of hydrogen fuels," Applied Energy, Elsevier, vol. 342(C).
  41. Yang, Siyao & Lin, Kun & Zhou, Annan, 2025. "Exploring the performance of horizontal axis wind turbine in yawed turbulent flows through wind tunnel experiments," Renewable Energy, Elsevier, vol. 243(C).
  42. Junejo, Allah Rakhio & Gilal, Nauman Ullah & Doh, Jaehyeok, 2023. "Physics-informed optimization of robust control system to enhance power efficiency of renewable energy: Application to wind turbine," Energy, Elsevier, vol. 263(PB).
  43. Lohr, C. & Schlemminger, M. & Peterssen, F. & Bensmann, A. & Niepelt, R. & Brendel, R. & Hanke-Rauschenbach, R., 2022. "Spatial concentration of renewables in energy system optimization models," Renewable Energy, Elsevier, vol. 198(C), pages 144-154.
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