Gui, BaolingSam, LydiaBhardwaj, Anshuman2024-08-062024-08-062024-09Gui, B, Sam, L & Bhardwaj, A 2024, 'From roofs to renewables : Deep learning and geographic information systems insights into a comprehensive urban solar photovoltaic assessment for Stonehaven', Energy 360, vol. 1, 100006. https://doi.org/10.1016/j.energ.2024.1000062950-4872ORCID: /0000-0002-2502-6384/work/165362775https://hdl.handle.net/2164/239761930717070engSDG 7 - Affordable and Clean EnergySDG 11 - Sustainable Cities and CommunitiesUrban roof extractionPV potentialDeep learningDigital surface modelGeographic information systemsReturn-on-investment periodG Geography (General)G1From roofs to renewables : Deep learning and geographic information systems insights into a comprehensive urban solar photovoltaic assessment for StonehavenJournal article10.1016/j.energ.2024.1000061