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Temporal and spatial characteristics of wave energy in the Persian Gulf based on the ERA5 reanalysis dataset

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  • Mahmoodi, Kumars
  • Ghassemi, Hassan
  • Razminia, Abolhassan

Abstract

The 18-year (2000–2017) spatio-temporal distribution of the annual, seasonal and monthly mean wave energy based on the significant height of combined wind waves and swell, mean wave direction and energy wave period are presented using the European Center for Medium-Range Weather Forecasts (ECMWF) ERA5 reanalysis dataset. Moreover, a new wave energy assessment equation for both shallow and deep waters is derived, which improves the accuracy of the wave energy estimation for various water depths, especially for nearshore shallow water areas. Our detailed analysis results depict that the central parts of the region have a higher level of wave energy potential, especially during the winter, when it is affected by dominant winter-time Shamal wind. The prevailing direction of waves is consistently northwest. The 18-year annual mean results show significant wave heights are found mostly less than 1 m, with annual mean energy densities reaching up to 1.2 kW/m in offshore parts. The wave energy is a higher in the winter and diminishes during spring and summer to reach their lowest values in the fall. Generally, the most and the least abundant wave energy occur in February and September, respectively. The wave energy is mainly arisen due to the energy periods between 2 and 6 s and significant wave heights between 0.5 and 1 m.

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  • Mahmoodi, Kumars & Ghassemi, Hassan & Razminia, Abolhassan, 2019. "Temporal and spatial characteristics of wave energy in the Persian Gulf based on the ERA5 reanalysis dataset," Energy, Elsevier, vol. 187(C).
    • Handle: RePEc:eee:energy:v:187:y:2019:i:c:s0360544219316858
    DOI: 10.1016/j.energy.2019.115991
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    References listed on IDEAS

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    1. Kamranzad, Bahareh & Etemad-Shahidi, Amir & Chegini, Vahid, 2017. "Developing an optimum hotspot identifier for wave energy extracting in the northern Persian Gulf," Renewable Energy, Elsevier, vol. 114(PA), pages 59-71.
    2. Kamranzad, Bahareh & Etemad-Shahidi, Amir & Chegini, Vahid, 2016. "Sustainability of wave energy resources in southern Caspian Sea," Energy, Elsevier, vol. 97(C), pages 549-559.
    3. Kamranzad, Bahareh & Chegini, Vahid & Etemad-Shahidi, Amir, 2016. "Temporal-spatial variation of wave energy and nearshore hotspots in the Gulf of Oman based on locally generated wind waves," Renewable Energy, Elsevier, vol. 94(C), pages 341-352.
    4. Leijon, Mats & Bernhoff, Hans & Berg, Marcus & Ågren, Olov, 2003. "Economical considerations of renewable electric energy production—especially development of wave energy," Renewable Energy, Elsevier, vol. 28(8), pages 1201-1209.
    5. Zanous, Sina Pasha & Shafaghat, Rouzbeh & Alamian, Rezvan & Shadloo, Mostafa Safdari & Khosravi, Mohammad, 2019. "Feasibility study of wave energy harvesting along the southern coast and islands of Iran," Renewable Energy, Elsevier, vol. 135(C), pages 502-514.
    6. Rashid, Ali & Hasanzadeh, Smaeyl, 2011. "Status and potentials of offshore wave energy resources in Chahbahar area (NW Omman Sea)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4876-4883.
    7. Amirinia, Gholamreza & Mafi, Somayeh & Mazaheri, Said, 2017. "Offshore wind resource assessment of Persian Gulf using uncertainty analysis and GIS," Renewable Energy, Elsevier, vol. 113(C), pages 915-929.
    8. Liang, Bingchen & Shao, Zhuxiao & Wu, Guoxiang & Shao, Meng & Sun, Jinwei, 2017. "New equations of wave energy assessment accounting for the water depth," Applied Energy, Elsevier, vol. 188(C), pages 130-139.
    9. Hadadpour, Sanaz & Etemad-Shahidi, Amir & Jabbari, Ebrahim & Kamranzad, Bahareh, 2014. "Wave energy and hot spots in Anzali port," Energy, Elsevier, vol. 74(C), pages 529-536.
    10. Khojasteh, Danial & Khojasteh, Davood & Kamali, Reza & Beyene, Asfaw & Iglesias, Gregorio, 2018. "Assessment of renewable energy resources in Iran; with a focus on wave and tidal energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2992-3005.
    11. Gonçalves, Marta & Martinho, Paulo & Guedes Soares, C., 2018. "A 33-year hindcast on wave energy assessment in the western French coast," Energy, Elsevier, vol. 165(PB), pages 790-801.
    12. Abbaspour, M. & Rahimi, R., 2011. "Iran atlas of offshore renewable energies," Renewable Energy, Elsevier, vol. 36(1), pages 388-398.
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