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Assessing the technical and economic potential of rooftop solar panels in Nador,Morocco,using advanced GIS methodology and remote sensing data
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作者 Rachid Lambarki Elmostafa Achbab +1 位作者 mehdi maanan Hassan Rhinane 《Global Energy Interconnection》 2025年第4期625-639,共15页
The utilization of unused rooftops is a promising solution to meet the growing energy needs of urban areas.This study identifies the strategic locations for installing photovoltaic(PV)systems and assesses the energy p... The utilization of unused rooftops is a promising solution to meet the growing energy needs of urban areas.This study identifies the strategic locations for installing photovoltaic(PV)systems and assesses the energy production in Nador,Morocco,comparing various PV modules based on sunlight,while also integrating an economic analysis.A key innovation of this study lies in the novel application of LiDAR(Light Detection and Ranging)point clouds combined with photogrammetric restitution,enabling the construction of a 3D model of buildings.A Boolean multicriteria analysis was implemented to determine the effective surface area of each roof,considering param-eters,such as slope,orientation,shadow,and accessibility,while excluding unsuitable buildings.A substantial area of 336 ha suitable for solar systems was identified,representing 61%of the total area of existing structures,with an average annual irradiation of 1,413.71 kWh/m^(2).The CIS(copper/indium/selenium)PV module stands out as an attractive option,offering an energy capacity of 168.56 MWp and significant energy production of 311.35 GWh.Their moderate initial cost of 376.95 million USD makes themfinancially appealing with a feasible return on investment within 10 years.Environmentally,the CIS module contributes notably to reduced CO_(2) emissions,thereby mitigating its environmental impact.By implementing the CIS module,solar energy production is expected to significantly exceed the estimated demand of the urban population.The data were integrated into a Geographic Information System to target roofs suitable for solar panels,forming the basis of an accurate solar cadastre.This study actively contributes to shaping a sustainable energy landscape by promoting environment-friendly solutions,thereby playing a role in transitioning to a more sustainable energy future in Nador. 展开更多
关键词 Photovoltaic module Solar radiation LIDAR 3D model GIS Boolean multi-criteria analysis
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Evaluating the technical and economic aspects of thermal performance of extensive green roofs:A GIS-based case study in the urban setting of Na dor,Morocco 被引量:1
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作者 Rachid Lambarki Elmostafa Achbab +1 位作者 mehdi maanan Hassan Rhinane 《Chinese Journal of Population,Resources and Environment》 2024年第4期410-422,共13页
The increasing demand for green spaces in cities underscores the urgent need for sustainable solutions to reduce the ecological impact of urban areas.This research focuses on converting unused rooftops into extensive ... The increasing demand for green spaces in cities underscores the urgent need for sustainable solutions to reduce the ecological impact of urban areas.This research focuses on converting unused rooftops into extensive green roofs in Nador,Morocco,offering an innovative approach to enhancing outdoor thermal comfort in this region.Several advanced techniques were used,including photogrammetric restitution(for creating land use maps),integration of light detection and ranging data(for three-dimensional urban modeling),and meteorological data collection(for modeling urban climate conditions).The urban-multiscale-environmental-predictor solar and longwave environmental irradiance geometry(UMEP-SOLWEIG)model was crucial for precisely evaluating the thermal performance of green roofs and their influence on urban microclimates.This model considers considered various parameters,such as the sky view factor,wall height and aspect,and shading conditions,for accurate,comprehensive analysis.Additionally,for accurate,comprehensive analysis,a comparative evaluation was performed between the UMEP-SOLWEIG and ENVI-met models to assess the UMEP SOLWEIG results.The findings were notable,demonstrating a substantial reduction(averaging over 3℃)in the mean radiant temperature on 60%of rooftops,covering 55%of the total surface area.This highlighted the effectiveness of green roofs in improving outdoor thermal comfort.Furthermore,green roofs were closely associated with reductions in air-conditioning energy consumption,with considerable reductions ranging from 17.53%to 43.82%.These savings translated to estimated financial benefits ranging from USD 1.63-4.07 million.These figures clearly verified the notable economic impact of green roofs despite their initially high costs(approximately USD 84.44 million).These potential long-term savings indicated that these investments are financially viable in the long run.The collected data were used to create thermal maps of the area using geographic-information-system tools.A thermal cadaster specific to green roofs was also developed,accessible online through Web mapping.Overall,this approach facilitates decision-making in urban planning by providing visual information on thermal variations,thereby aiding in the precise planning of measures against urban heat and promoting the use of green roofs to reduce environmental impact. 展开更多
关键词 Extensive green roof Outdoor thermal comfort Land use LIDAR Economic impact GIS
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