Main Article Content
Abstract
The present paper introduces a novel rooftop hybrid system that integrates a solar power system (SPS) and a rainwater harvesting system (RHS) at the Grand Library of Near East University in Northern Cyprus. In this study, ground-based rainfall measurements from 2015 to 2023 were compared with six satellite-derived precipitation datasets (CHIRPS, CFSR, ERA5, ERA5-AG, ERA5-LAND, and MERRA2) to determine the potential for rainwater collection. The results demonstrate that the ERA5-AG dataset produced the highest accuracy based on the values of key metrics (R-squared, Root Mean Squared Error, and Mean Absolute Error), and was used to estimate rainfall harvesting potential. Based on maximum and average daily rainfall, the winter season provided the most potential, with up to 1,665.12 m³ and 373.51 m³ of collected rainwater, respectively. Moreover, the environmental and economic viability of the proposed RHS-SPS system is evaluated through mathematical modelling. The results indicate that a tilt angle of 34° and a north-oriented face generated the highest annual energy output (735,316.3 kWh) and the best capacity factor (19.52%) among the various orientation angles. Furthermore, the Levelized Cost of Energy (LCOE) for the system varied from 2.860 to 5.503 cents/kWh. Besides, a 34° tilt produced the most reduction in CO2, according to analysis of the environmental assessment. According to the findings, the RHS-SPS system aims to address two critical challenges in semi-arid regions (renewable energy production and water conservation) and achieve the Sustainable Development Goals.
Keywords
Article Details
References
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References
Salem, H. S., Pudza, M. Y., &Yihdego, Y. (2022). Water strategies and water–food Nexus: challenges and opportunities towards sustainable development in various regions of the World. Sustainable Water Resources Management, 8(4), 114. https://doi.org/10.1007/s40899-022-00676-3
Singh, S. (2021). Energy crisis and climate change: Global concerns and their solutions. Energy: crises, challenges and solutions, 1-17. https://doi.org/10.1002/9781119741503.ch1
Dixit, A., Madhav, S., Mishra, R., Srivastav, A. L., &Garg, P. (2022). Impact of climate change on water resources, challenges, and mitigation strategies to achieve sustainable development goals. Arabian Journal of Geosciences, 15(14), 1296. https://doi.org/10.1007/s12517-022-10590-9
Mohammed, I. N., Bolten, J. D., Souter, N. J., Shaad, K., & Vollmer, D. (2022). Diagnosing challenges and setting priorities for sustainable water resource management under climate change. Scientific reports, 12(1), 796. https://doi.org/10.1038/s41598-022-04766-2
Pani, A., Shirkole, S. S., &Mujumdar, A. S. (2022). Importance of renewable energy in the fight against global climate change. Drying Technology, 40(13), 2581-2582. https://doi.org/10.1080/07373937.2022.2119324
Hassan, Q., Viktor, P., Al-Musawi, T. J., Ali, B. M., Algburi, S., Alzoubi, H. M., ...&Jaszczur, M. (2024). The renewable energy role in the global energy Transformations. Renewable Energy Focus, 48, 100545. https://doi.org/10.1016/j.ref.2024.100545
Judeh, T., Shahrour, I., & Comair, F. (2022). Smart rainwater harvesting for sustainable potable water supply in arid and semi-arid areas. Sustainability, 14(15), 9271. https://doi.org/10.3390/su14159271
Vaz, I. C. M., Ghisi, E., &Thives, L. P. (2025). An Inventory Comparison of Harvesting Rainwater from Roofs and Stormwater from Pervious Pavements. Water Resources Management, 39(3), 1033-1054. https://doi.org/10.1007/s11269-024-04004-6
Wartalska, K., Grzegorzek, M., Bełcik, M., Wdowikowski, M., Kolanek, A., Niemierka, E., ...&Kaźmierczak, B. (2024). The Potential of RainWater Harvesting Systems in Europe–Current State of Art and Future Perspectives. Water Resources Management, 38(12), 4657-4683. https://doi.org/10.1007/s11269-024-03882-0
Shi, M., Lu, X., Jiang, H., Mu, Q., Chen, S., Fleming, R. M., ...& Foley, A. M. (2022). Opportunity of rooftop solar photovoltaic as a cost-effective and environment-friendly power source in megacities. Iscience, 25(9). https://doi.org/10.1016/j.isci.2022.104890
Alazzam, I., Shatanawi, K., & Al-Weshah, R. (2024). Rainwater and fog harvesting from solar panels. Global Journal of Environmental Science and Management, 10(3), 955-968. https://doi.org/10.22035/gjesm.2024.03
Adeleke, A., & Pule, D. (2024). Assessing Building Roof Potential for Solar Photovoltaic and Rainwater Harvesting: A Sustainable Urban Plan for Atlantis, Western Cape. Western Cape. Available at SSRN: http://dx.doi.org/10.2139/ssrn.4737226
Elkiran, G., Aslanova, F., & Hiziroglu, S. (2019). Effluent water reuse possibilities in Northern Cyprus. Water, 11(2), 191. https://doi.org/10.3390/w11020191
Yildiz, D., & Çakmak, C. (2014). Peace river to Cyprus from Turkey. Hydropolitics Academy: Ankara, Turkey, 1-34.
Gökçekuş, H., & Olgun, E. (1993). Cenozoic stratigraphy of the Güzelyurt Basin, Turkish Republic of Northern Cyprus. TAPG Bull, 5(1), 57-68.
Gökçekuş, H., & Nourani, V. (2018). Lessons from groundwater quantity and quality problems in the güzelyurt coastal aquifer, North Cyprus. advances in environmental research, 64.
Gökçekuş, H., & Doyuran, V. (1997). Evaluation of domestic and agricultural quality of the groundwater in the Güzelyurt Basin (North Cyprus). In Proc Internat Conf Water Probl Med Count (Vol. 11, pp. 1305-1314).
Arslan, B., & Akün, E. (2019). Management, contamination and quality evaluation of groundwater in North Cyprus. Agricultural Water Management, 222, 1-11. https://doi.org/10.1016/j.agwat.2019.05.023
Kahramanoğlu, İ., Usanmaz, S., & Alas, T. (2020). Water footprint and irrigation use efficiency of important crops in Northern Cyprus from an environmental, economic and dietary perspective. Saudi journal of biological sciences, 27(1), 134-141. https://doi.org/10.1016/j.sjbs.2019.06.005
Gökçekuş, H., Türker, U., Sözen, S., & Orhon, D. (2002, April). Water management difficulties with limited and contaminated water resources. In International conference on the Environ Problem of the Mediterranean region (pp. 1241-1249).
Sofroniou A, Bishop S (2014) Water Scarcity in Cyprus: A Review and Call for Integrated Policy. Water, 6(10), 2898-2928. https://doi.org/10.3390/w6102898
Katircioğlu, S. T. (2014). Estimating higher education induced energy consumption: The case of Northern Cyprus. Energy, 66, 831-838. https://doi.org/10.1016/j.energy.2013.12.040
Giritli, N., &Kalmaz, D. B. (2022). Re‐examining the impact of financial development on the economic growth of North Cyprus through the moderating role of the education sector. Journal of Public Affairs, 22(3), e2517. https://doi.org/10.1002/pa.2517
Akçaba, S., &Eminer, F. (2022). Sustainable energy planning for the aspiration to transition from fossil energy to renewable energy in Northern Cyprus. Heliyon, 8(6). https://doi.org/10.1016/j.heliyon.2022.e09813
Dhamran, M. A. A. (2023). Techno-Economic Analysis of Integrating Renewable Electricity and Electricity Storage in a Typical Family House in the Turkish Republic of Northern Cyprus (Master's thesis, Eastern Mediterranean University (EMU)-DoğuAkdenizÜniversitesi (DAÜ)).
Damdelen, O., &Şeker, U. (2020). Investigation and implementing on photovoltaic systems in North Cyprus. AvrupaBilimveTeknolojiDergisi, 380-395. https://doi.org/10.31590/ejosat.802784
Yosef, E., &Damdelen, Ö. (2022). The reduction of energy consumption in sustainable buildings for North Cyprus. Journal of Construction Engineering, Management & Innovation, 5(4), 286-301.
Dakyen, M. M., Dagbasi, M., &Özdenefe, M. (2022). Energy models for cost-optimal analysis: Development and calibration of residential reference building models for Northern Cyprus. Indoor and Built Environment, 31(3), 657-681. https://doi.org/10.1177/1420326X211013076
Ezzeldin, M., Konstantinovich, S. E., & Igorevich, G. I. (2022). Determining the suitability of rainwater harvesting for the achievement of sustainable development goals in Wadi Watir, Egypt using GIS techniques. Journal of Environmental Management, 313, 114990. https://doi.org/10.1016/j.jenvman.2022.114990
Matomela, N., Li, T., & Ikhumhen, H. O. (2020). Siting of rainwater harvesting potential sites in arid or semi-arid watersheds using GIS-based techniques. Environmental Processes, 7(2), 631-652. https://doi.org/10.1007/s40710-020-00434-7
Daoudy, M., Sowers, J., & Weinthal, E. (2022). What is climate security? Framing risks around water, food, and migration in the Middle East and North Africa. Wiley Interdisciplinary Reviews: Water, 9(3), e1582. https://doi.org/10.1002/wat2.1582
Kassem, Y., Çamur, H., & Abdalla, M. H. A. (2025). Toward sustainable power with floating solar at Near East University Lake, Northern Cyprus. Future Technology, 4(4), 216–227. Retrieved from https://fupubco.com/futech/article/view/470
Medina, F. D., Zossi, B. S., Bossolasco, A., & Elias, A. G. (2023). Performance of CHIRPS dataset for monthly and annual rainfall-indices in Northern Argentina. Atmospheric Research, 283, 106545. https://doi.org/10.1016/j.atmosres.2022.106545
Xie, W., Yi, S., Leng, C., Xia, D., Li, M., Zhong, Z., & Ye, J. (2022). The evaluation of IMERG and ERA5-Land daily precipitation over China with considering the influence of gauge data bias. Scientific Reports, 12(1), 8085. https://doi.org/10.1038/s41598-022-12307-0
Hu, X., & Yuan, W. (2021). Evaluation of ERA5 precipitation over the eastern periphery of the Tibetan plateau from the perspective of regional rainfall events. International Journal of Climatology, 41(4), 2625-2637. https://doi.org/10.1002/joc.6980
Kambi, S., Mbilinyi, B., & Silungwe, F. (2025). Assessment of Precipitation and Temperature Trends in Kilosa District, Morogoro, Tanzania. Asian Journal of Environment & Ecology, 24(5), 1-17. https://doi.org/10.9734/ajee/2025/v24i5691
Vega-Durán, J., Escalante-Castro, B., Canales, F. A., Acuña, G. J., & Kaźmierczak, B. (2021). Evaluation of areal monthly average precipitation estimates from MERRA2 and ERA5 reanalysis in a colombian caribbean basin. Atmosphere, 12(11), 1430. https://doi.org/10.3390/atmos12111430
Quansah, A. D., Dogbey, F., Asilevi, P. J., Boakye, P., Darkwah, L., Oduro-Kwarteng, S., ... & Mensah, P. (2022). Assessment of solar radiation resource from the NASA-POWER reanalysis products for tropical climates in Ghana towards clean energy application. Scientific reports, 12(1), 10684. https://doi.org/10.1038/s41598-022-14126-9
Orte, F., Lusi, A., Carmona, F., D’Elia, R., Faramiñán, A., & Wolfram, E. (2021, November). Comparison of NASA-POWER solar radiation data with ground-based measurements in the south of South America. In 2021 XIX Workshop on Information Processing and Control (RPIC) (pp. 1-4). IEEE. https://doi.org/10.1109/RPIC53795.2021.9648428
Bandira, P. N. A., Tan, M. L., Teh, S. Y., Samat, N., Shaharudin, S. M., Mahamud, M. A., ... & Samsudin, M. S. (2022). Optimal solar farm site selection in the george town conurbation using GIS-based multi-criteria decision making (MCDM) and NASA POWER data. Atmosphere, 13(12), 2105. https://doi.org/10.3390/atmos13122105
Aljohani, Z., Asiri, A., Al-Awlaqi, S., Aljohani, T., & AbdelMeguid, H. (2024). Assessment of solar energy availability and its potential applications in NEOM region. Renewable Energy Research and Applications, 5(1), 11-19. https://doi.org/10.22044/rera.2023.12674.1201
Jaradat, A., &Özkök, E. (2024). Assessment of rainwater harvesting potential from rooftops in Jordan’s Twelve Governorates. Environmental Science and Pollution Research, 31(40), 52933-52947. https://doi.org/10.1007/s11356-024-34720-w
Kassem, Y., Çamur, H., & Hussein, A. (2025). Harnessing wind and solar power for electric vehicle charging: a feasibility study at Ikas supermarket, Lefkosa, Northern Cyprus. Future Technology, 4(3), 204-215. https://doi.org/10.55670/fpll.futech.4.3.19
Akinsipe, O. C., Moya, D., & Kaparaju, P. (2021). Design and economic analysis of off-grid solar PV system in Jos-Nigeria. Journal of Cleaner Production, 287, 125055.https://doi.org/10.1016/j.jclepro.2020.125055
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