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A high-resolution geospatial assessment of the rooftop solar photovoltaic potential in the European Union
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- Wyrwa, Artur & Suwała, Wojciech & Pluta, Marcin & Raczyński, Maciej & Zyśk, Janusz & Tokarski, Stanisław, 2022. "A new approach for coupling the short- and long-term planning models to design a pathway to carbon neutrality in a coal-based power system," Energy, Elsevier, vol. 239(PE).
- Sk Abdul Aleem & S. M. Suhail Hussain & Taha Selim Ustun, 2020. "A Review of Strategies to Increase PV Penetration Level in Smart Grids," Energies, MDPI, vol. 13(3), pages 1-28, February.
- Claudio Moscoloni & Fernando Zarra & Riccardo Novo & Enrico Giglio & Alberto Vargiu & Guglielmina Mutani & Giovanni Bracco & Giuliana Mattiazzo, 2022. "Wind Turbines and Rooftop Photovoltaic Technical Potential Assessment: Application to Sicilian Minor Islands," Energies, MDPI, vol. 15(15), pages 1-35, July.
- Tapia Carpio, Lucio Guido, 2021. "Mitigating the risk of photovoltaic power generation: A complementarity model of solar irradiation in diverse regions applied to Brazil," Utilities Policy, Elsevier, vol. 71(C).
- Göke, Leonard & Kendziorski, Mario & Kemfert, Claudia & Hirschhausen, Christian von, 2022. "Accounting for spatiality of renewables and storage in transmission planning," Energy Economics, Elsevier, vol. 113(C).
- Elham Fakhraian & Marc Alier & Francesc Valls Dalmau & Alireza Nameni & Maria José Casañ Guerrero, 2021. "The Urban Rooftop Photovoltaic Potential Determination," Sustainability, MDPI, vol. 13(13), pages 1-18, July.
- Vladimir Z. Gjorgievski & Nikolas G. Chatzigeorgiou & Venizelos Venizelou & Georgios C. Christoforidis & George E. Georghiou & Grigoris K. Papagiannis, 2020. "Evaluation of Load Matching Indicators in Residential PV Systems-the Case of Cyprus," Energies, MDPI, vol. 13(8), pages 1-18, April.
- Zhong, Qing & Nelson, Jake R. & Tong, Daoqin & Grubesic, Tony H., 2022. "A spatial optimization approach to increase the accuracy of rooftop solar energy assessments," Applied Energy, Elsevier, vol. 316(C).
- Okunlola, Ayodeji & Davis, Matthew & Kumar, Amit, 2022. "The development of an assessment framework to determine the technical hydrogen production potential from wind and solar energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 166(C).
- Halden, Ugur & Cali, Umit, 2024. "Exploiting green energy potential via FinTech: The role of DLT-based crowdfunding in PV and ESS investments," Renewable Energy, Elsevier, vol. 228(C).
- Liu, Xiaochen & Fu, Zhi & Qiu, Siyuan & Zhang, Tao & Li, Shaojie & Yang, Zhi & Liu, Xiaohua & Jiang, Yi, 2023. "Charging private electric vehicles solely by photovoltaics: A battery-free direct-current microgrid with distributed charging strategy," Applied Energy, Elsevier, vol. 341(C).
- Ikäheimo, Jussi & Weiss, Robert & Kiviluoma, Juha & Pursiheimo, Esa & Lindroos, Tomi J., 2022. "Impact of power-to-gas on the cost and design of the future low-carbon urban energy system," Applied Energy, Elsevier, vol. 305(C).
- Guglielmina Mutani & Valeria Todeschi, 2021. "Optimization of Costs and Self-Sufficiency for Roof Integrated Photovoltaic Technologies on Residential Buildings," Energies, MDPI, vol. 14(13), pages 1-25, July.
- Saez, R. & Boer, D. & Shobo, A.B. & Vallès, M., 2023. "Techno-economic analysis of residential rooftop photovoltaics in Spain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
- Sumit Kalyan & Qian (Chayn) Sun, 2022. "Interrogating the Installation Gap and Potential of Solar Photovoltaic Systems Using GIS and Deep Learning," Energies, MDPI, vol. 15(10), pages 1-21, May.
- Ding, Feng & Yang, Jianping & Zhou, Zan, 2023. "Economic profits and carbon reduction potential of photovoltaic power generation for China's high-speed railway infrastructure," Renewable and Sustainable Energy Reviews, Elsevier, vol. 178(C).
- Daniele Ehrlich & Sergio Freire & Michele Melchiorri & Thomas Kemper, 2021. "Open and Consistent Geospatial Data on Population Density, Built-Up and Settlements to Analyse Human Presence, Societal Impact and Sustainability: A Review of GHSL Applications," Sustainability, MDPI, vol. 13(14), pages 1-24, July.
- Willockx, Brecht & Lavaert, Cas & Cappelle, Jan, 2023. "Performance evaluation of vertical bifacial and single-axis tracked agrivoltaic systems on arable land," Renewable Energy, Elsevier, vol. 217(C).
- Dewi, Retno Gumilang & Siagian, Ucok Welo Risma & Asmara, Briantama & Anggraini, Syahrina Dyah & Ichihara, Jun & Kobashi, Takuro, 2023. "Equitable, affordable, and deep decarbonization pathways for low-latitude developing cities by rooftop photovoltaics integrated with electric vehicles," Applied Energy, Elsevier, vol. 332(C).
- Kendziorski, Mario & Göke, Leonard & von Hirschhausen, Christian & Kemfert, Claudia & Zozmann, Elmar, 2022.
"Centralized and decentral approaches to succeed the 100% energiewende in Germany in the European context – A model-based analysis of generation, network, and storage investments,"
Energy Policy, Elsevier, vol. 167(C).
- Mario Kendziorski & Leonard Goke & Christian von Hirschhausen & Claudia Kemfert & Elmar Zozmann, 2022. "Centralized and decentral approaches to succeed the 100% energiewende in Germany in the European context: A model-based analysis of generation, network, and storage investments," Papers 2205.09066, arXiv.org.
- Miguel Centeno Brito, 2020. "Assessing the Impact of Photovoltaics on Rooftops and Facades in the Urban Micro-Climate," Energies, MDPI, vol. 13(11), pages 1-10, May.
- Chen, Yi-kuang & Jensen, Ida Græsted & Kirkerud, Jon Gustav & Bolkesjø, Torjus Folsland, 2021. "Impact of fossil-free decentralized heating on northern European renewable energy deployment and the power system," Energy, Elsevier, vol. 219(C).
- 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).
- R. McKenna & I. Mulalic & I. Soutar & J. M. Weinand & J. Price & S. Petrovic & K. Mainzer, 2021. "Exploring trade-offs between landscape impact, land use and resource quality for onshore variable renewable energy: an application to Great Britain," Papers 2105.09736, arXiv.org.
- Rahdan, Parisa & Zeyen, Elisabeth & Gallego-Castillo, Cristobal & Victoria, Marta, 2024. "Distributed photovoltaics provides key benefits for a highly renewable European energy system," Applied Energy, Elsevier, vol. 360(C).
- Willockx, Brecht & Reher, Thomas & Lavaert, Cas & Herteleer, Bert & Van de Poel, Bram & Cappelle, Jan, 2024. "Design and evaluation of an agrivoltaic system for a pear orchard," Applied Energy, Elsevier, vol. 353(PB).
- Özdemir, Samed & Yavuzdoğan, Ahmet & Bilgilioğlu, Burhan Baha & Akbulut, Zeynep, 2023. "SPAN: An open-source plugin for photovoltaic potential estimation of individual roof segments using point cloud data," Renewable Energy, Elsevier, vol. 216(C).
- Renata Marks-Bielska & Stanisław Bielski & Katarzyna Pik & Krystyna Kurowska, 2020. "The Importance of Renewable Energy Sources in Poland’s Energy Mix," Energies, MDPI, vol. 13(18), pages 1-23, September.
- Gupta, Rahul & Sossan, Fabrizio & Paolone, Mario, 2021. "Countrywide PV hosting capacity and energy storage requirements for distribution networks: The case of Switzerland," Applied Energy, Elsevier, vol. 281(C).
- Sahoo, Somadutta & Zuidema, Christian & van Stralen, Joost N.P. & Sijm, Jos & Faaij, André, 2022. "Detailed spatial analysis of renewables’ potential and heat: A study of Groningen Province in the northern Netherlands," Applied Energy, Elsevier, vol. 318(C).
- Zhang, Chen & Li, Zhixin & Jiang, Haihua & Luo, Yongqiang & Xu, Shen, 2021. "Deep learning method for evaluating photovoltaic potential of urban land-use: A case study of Wuhan, China," Applied Energy, Elsevier, vol. 283(C).
- Jiang, Hou & Lu, Ning & Yao, Ling & Qin, Jun & Liu, Tang, 2023. "Impact of climate changes on the stability of solar energy: Evidence from observations and reanalysis," Renewable Energy, Elsevier, vol. 208(C), pages 726-736.
- Babak Ranjgar & Alessandro Niccolai, 2023. "Large-Scale Rooftop Solar Photovoltaic Power Production Potential Assessment: A Case Study for Tehran Metropolitan Area, Iran," Energies, MDPI, vol. 16(20), pages 1-14, October.
- 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).
- Saez, R. & Boer, D. & Shobo, A.B. & Vallès, M., 2024. "Self-consumption potential and surplus compensation policy impact on rooftop photovoltaic systems in Spain," Renewable Energy, Elsevier, vol. 229(C).
- Gu, Gaofeng & Feng, Tao, 2020. "Heterogeneous choice of home renewable energy equipment conditioning on the choice of electric vehicles," Renewable Energy, Elsevier, vol. 154(C), pages 394-403.
- Jäger-Waldau, Arnulf & Kougias, Ioannis & Taylor, Nigel & Thiel, Christian, 2020. "How photovoltaics can contribute to GHG emission reductions of 55% in the EU by 2030," Renewable and Sustainable Energy Reviews, Elsevier, vol. 126(C).
- Sredenšek, Klemen & Štumberger, Bojan & Hadžiselimović, Miralem & Mavsar, Primož & Seme, Sebastijan, 2022. "Physical, geographical, technical, and economic potential for the optimal configuration of photovoltaic systems using a digital surface model and optimization method," Energy, Elsevier, vol. 242(C).
- Mengjin Hu & Xiaoyang Song & Zhongxu Bao & Zhao Liu & Mengju Wei & Yaohuan Huang, 2022. "Evaluation of the Economic Potential of Photovoltaic Power Generation in Road Spaces," Energies, MDPI, vol. 15(17), pages 1-16, September.
- Qin, Jun & Jiang, Hou & Lu, Ning & Yao, Ling & Zhou, Chenghu, 2022. "Enhancing solar PV output forecast by integrating ground and satellite observations with deep learning," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
- Hans Liwång, 2023. "Future National Energy Systems, Energy Security and Comprehensive National Defence," Energies, MDPI, vol. 16(18), pages 1-16, September.
- Kougias, Ioannis & Taylor, Nigel & Kakoulaki, Georgia & Jäger-Waldau, Arnulf, 2021. "The role of photovoltaics for the European Green Deal and the recovery plan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 144(C).
- Maria. C. Bueso & José Miguel Paredes-Parra & Antonio Mateo-Aroca & Angel Molina-García, 2020. "A Characterization of Metrics for Comparing Satellite-Based and Ground-Measured Global Horizontal Irradiance Data: A Principal Component Analysis Application," Sustainability, MDPI, vol. 12(6), pages 1-18, March.
- Riyad Mubarak & Eduardo Weide Luiz & Gunther Seckmeyer, 2019. "Why PV Modules Should Preferably No Longer Be Oriented to the South in the Near Future," Energies, MDPI, vol. 12(23), pages 1-16, November.
- Katalin Bódis & Ioannis Kougias & Nigel Taylor & Arnulf Jäger-Waldau, 2019. "Solar Photovoltaic Electricity Generation: A Lifeline for the European Coal Regions in Transition," Sustainability, MDPI, vol. 11(13), pages 1-14, July.
- Gomez-Exposito, Antonio & Arcos-Vargas, Angel & Gutierrez-Garcia, Francisco, 2020. "On the potential contribution of rooftop PV to a sustainable electricity mix: The case of Spain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 132(C).
- Sadeeb S. Ottenburger & Rob Cox & Badrul H. Chowdhury & Dmytro Trybushnyi & Ehmedi Al Omar & Sujay A. Kaloti & Ulrich Ufer & Witold-R. Poganietz & Weijia Liu & Evgenia Deines & Tim O. Müller & Stella , 2024. "Sustainable urban transformations based on integrated microgrid designs," Nature Sustainability, Nature, vol. 7(8), pages 1067-1079, August.
- Yildirim, Deniz & Büyüksalih, Gürcan & Şahin, Ahmet Duran, 2021. "Rooftop photovoltaic potential in Istanbul: Calculations based on LiDAR data, measurements and verifications," Applied Energy, Elsevier, vol. 304(C).
- Nicholas Mukisa & Ramon Zamora & Tek Tjing Lie, 2022. "Energy Business Initiatives for Grid-Connected Solar Photovoltaic Systems: An Overview," Sustainability, MDPI, vol. 14(22), pages 1-26, November.
- Gómez-Navarro, Tomás & Brazzini, Tommaso & Alfonso-Solar, David & Vargas-Salgado, Carlos, 2021. "Analysis of the potential for PV rooftop prosumer production: Technical, economic and environmental assessment for the city of Valencia (Spain)," Renewable Energy, Elsevier, vol. 174(C), pages 372-381.
- Bala Bhavya Kausika & Wilfried G. J. H. M. van Sark, 2021. "Calibration and Validation of ArcGIS Solar Radiation Tool for Photovoltaic Potential Determination in the Netherlands," Energies, MDPI, vol. 14(7), pages 1-16, March.
- Jiang, Hou & Lu, Ning & Huang, Guanghui & Yao, Ling & Qin, Jun & Liu, Hengzi, 2020. "Spatial scale effects on retrieval accuracy of surface solar radiation using satellite data," Applied Energy, Elsevier, vol. 270(C).
- Dupré la Tour, Marie-Alix, 2023. "Photovoltaic and wind energy potential in Europe – A systematic review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 179(C).
- Aslani, Mohammad & Seipel, Stefan, 2022. "Automatic identification of utilizable rooftop areas in digital surface models for photovoltaics potential assessment," Applied Energy, Elsevier, vol. 306(PA).
- Liu, Junling & Li, Mengyue & Xue, Liya & Kobashi, Takuro, 2022. "A framework to evaluate the energy-environment-economic impacts of developing rooftop photovoltaics integrated with electric vehicles at city level," Renewable Energy, Elsevier, vol. 200(C), pages 647-657.
- Anatoli Chatzipanagi & Arnulf Jäger-Waldau, 2023. "The European Solar Communication—Will It Pave the Road to Achieve 1 TW of Photovoltaic System Capacity in the European Union by 2030?," Sustainability, MDPI, vol. 15(8), pages 1-10, April.
- Kapsalis, Vasileios & Maduta, Carmen & Skandalos, Nikolaos & Wang, Meng & Bhuvad, Sushant Suresh & D'Agostino, Delia & Ma, Tao & Raj, Uday & Parker, Danny & Peng, Jinqing & Karamanis, Dimitris, 2024. "Critical assessment of large-scale rooftop photovoltaics deployment in the global urban environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
- Zhong, Teng & Zhang, Kai & Chen, Min & Wang, Yijie & Zhu, Rui & Zhang, Zhixin & Zhou, Zixuan & Qian, Zhen & Lv, Guonian & Yan, Jinyue, 2021. "Assessment of solar photovoltaic potentials on urban noise barriers using street-view imagery," Renewable Energy, Elsevier, vol. 168(C), pages 181-194.
- Mao, Hongzhi & Chen, Xie & Luo, Yongqiang & Deng, Jie & Tian, Zhiyong & Yu, Jinghua & Xiao, Yimin & Fan, Jianhua, 2023. "Advances and prospects on estimating solar photovoltaic installation capacity and potential based on satellite and aerial images," Renewable and Sustainable Energy Reviews, Elsevier, vol. 179(C).
- Kosmopoulos, Panagiotis & Dhake, Harshal & Kartoudi, Danai & Tsavalos, Anastasios & Koutsantoni, Pelagia & Katranitsas, Apostolos & Lavdakis, Nikolaos & Mengou, Eftihia & Kashyap, Yashwant, 2024. "Ray-Tracing modeling for urban photovoltaic energy planning and management," Applied Energy, Elsevier, vol. 369(C).
- Paweł Kut & Katarzyna Pietrucha-Urbanik & Barbara Tchórzewska-Cieślak, 2021. "Reliability-Oriented Design of a Solar-PV Deployments," Energies, MDPI, vol. 14(20), pages 1-14, October.
- Chen, Han & Chen, Wenying, 2021. "Status, trend, economic and environmental impacts of household solar photovoltaic development in China: Modelling from subnational perspective," Applied Energy, Elsevier, vol. 303(C).
- Raphael Moser & Chun Xia-Bauer & Johannes Thema & Florin Vondung, 2021. "Solar Prosumers in the German Energy Transition: A Multi-Level Perspective Analysis of the German ‘ Mieterstrom ’ Model," Energies, MDPI, vol. 14(4), pages 1-16, February.
- Slawomir Gulkowski, 2022. "Specific Yield Analysis of the Rooftop PV Systems Located in South-Eastern Poland," Energies, MDPI, vol. 15(10), pages 1-20, May.
- Salim, Daniel Henrique Carneiro & de Sousa Mello, Caio César & Franco, Guilherme Gandra & de Albuquerque Nóbrega, Rodrigo Affonso & de Paula, Eduardo Coutinho & Fonseca, Bráulio Magalhães & Nero, Marc, 2023. "Unveiling Fernando de Noronha Island's photovoltaic potential with unmanned aerial survey and irradiation modeling," Applied Energy, Elsevier, vol. 337(C).
- Marta Bottero & Federico Dell’Anna & Vito Morgese, 2021. "Evaluating the Transition Towards Post-Carbon Cities: A Literature Review," Sustainability, MDPI, vol. 13(2), pages 1-28, January.
- Izanloo, Milad & Aslani, Alireza & Zahedi, Rahim, 2022. "Development of a Machine learning assessment method for renewable energy investment decision making," Applied Energy, Elsevier, vol. 327(C).
- Jiang, Hou & Yao, Ling & Lu, Ning & Qin, Jun & Zhang, Xiaotong & Liu, Tang & Zhang, Xingxing & Zhou, Chenghu, 2024. "Exploring the optimization of rooftop photovoltaic scale and spatial layout under curtailment constraints," Energy, Elsevier, vol. 293(C).
- Daniel Lugo-Laguna & Angel Arcos-Vargas & Fernando Nuñez-Hernandez, 2021. "A European Assessment of the Solar Energy Cost: Key Factors and Optimal Technology," Sustainability, MDPI, vol. 13(6), pages 1-25, March.
- Lukas Lanz & Bessie Noll & Tobias S. Schmidt & Bjarne Steffen, 2022. "Comparing the levelized cost of electric vehicle charging options in Europe," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
- Diana Bernasconi & Giorgio Guariso, 2021. "Rooftop PV: Potential and Impacts in a Complex Territory," Energies, MDPI, vol. 14(12), pages 1-17, June.
- Walch, Alina & Rüdisüli, Martin, 2023. "Strategic PV expansion and its impact on regional electricity self-sufficiency: Case study of Switzerland," Applied Energy, Elsevier, vol. 346(C).
- Walch, Alina & Castello, Roberto & Mohajeri, Nahid & Scartezzini, Jean-Louis, 2020. "Big data mining for the estimation of hourly rooftop photovoltaic potential and its uncertainty," Applied Energy, Elsevier, vol. 262(C).
- Potrč, Sanja & Nemet, Andreja & Čuček, Lidija & Varbanov, Petar Sabev & Kravanja, Zdravko, 2022. "Synthesis of a regenerative energy system – beyond carbon emissions neutrality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).
- Yang, Xining & Hu, Mingming & Tukker, Arnold & Zhang, Chunbo & Huo, Tengfei & Steubing, Bernhard, 2022. "A bottom-up dynamic building stock model for residential energy transition: A case study for the Netherlands," Applied Energy, Elsevier, vol. 306(PA).
- Suntiti Yoomak & Theerasak Patcharoen & Atthapol Ngaopitakkul, 2019. "Performance and Economic Evaluation of Solar Rooftop Systems in Different Regions of Thailand," Sustainability, MDPI, vol. 11(23), pages 1-20, November.
- Jiang, Hou & Lu, Ning & Qin, Jun & Yao, Ling, 2021. "Hierarchical identification of solar radiation zones in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 145(C).
- Askar A. Akaev & Olga I. Davydova, 2021. "Mathematical Description of Energy Transition Scenarios Based on the Latest Technologies and Trends," Energies, MDPI, vol. 14(24), pages 1-25, December.
- Abbas Al-Refaie & Natalija Lepkova & Constantinos Hadjistassou, 2023. "Using System Dynamics to Examine Effects of Satisfaction with PV Systems, Advertising, and Competition on Energy Security and CO 2 Emissions in Jordan," Sustainability, MDPI, vol. 15(20), pages 1-25, October.
- Małgorzata Rataj & Justyna Berniak-Woźny & Marlena Plebańska, 2021. "Poland as the EU Leader in Terms of Photovoltaic Market Growth Dynamics—Behind the Scenes," Energies, MDPI, vol. 14(21), pages 1-19, October.
- Molnár, Gergely & Cabeza, Luisa F. & Chatterjee, Souran & Ürge-Vorsatz, Diana, 2024. "Modelling the building-related photovoltaic power production potential in the light of the EU's Solar Rooftop Initiative," Applied Energy, Elsevier, vol. 360(C).
- Prina, Matteo Giacomo & Casalicchio, Valeria & Kaldemeyer, Cord & Manzolini, Giampaolo & Moser, David & Wanitschke, Alexander & Sparber, Wolfram, 2020. "Multi-objective investment optimization for energy system models in high temporal and spatial resolution," Applied Energy, Elsevier, vol. 264(C).
- Primož Mavsar & Klemen Sredenšek & Bojan Štumberger & Miralem Hadžiselimović & Sebastijan Seme, 2019. "Simplified Method for Analyzing the Availability of Rooftop Photovoltaic Potential," Energies, MDPI, vol. 12(22), pages 1-17, November.
- Jiang, Hou & Zhang, Xiaotong & Yao, Ling & Lu, Ning & Qin, Jun & Liu, Tang & Zhou, Chenghu, 2023. "High-resolution analysis of rooftop photovoltaic potential based on hourly generation simulations and load profiles," Applied Energy, Elsevier, vol. 348(C).
- Ye, Yuxuan & Zhu, Rui & Yan, Jinyue & Lu, Lin & Wong, Man Sing & Luo, Wei & Chen, Min & Zhang, Fan & You, Linlin & Wang, Yafei & Qin, Zheng, 2023. "Planning the installation of building-integrated photovoltaic shading devices: A GIS-based spatiotemporal analysis and optimization approach," Renewable Energy, Elsevier, vol. 216(C).
- Reher, Thomas & Lavaert, Cas & Willockx, Brecht & Huyghe, Yasmin & Bisschop, Jolien & Martens, Johan A. & Diels, Jan & Cappelle, Jan & Van de Poel, Bram, 2024. "Potential of sugar beet (Beta vulgaris) and wheat (Triticum aestivum) production in vertical bifacial, tracked, or elevated agrivoltaic systems in Belgium," Applied Energy, Elsevier, vol. 359(C).
- Gassar, Abdo Abdullah Ahmed & Cha, Seung Hyun, 2021. "Review of geographic information systems-based rooftop solar photovoltaic potential estimation approaches at urban scales," Applied Energy, Elsevier, vol. 291(C).