{"id":"https://openalex.org/W2771594847","doi":"https://doi.org/10.1109/igarss.2017.8127279","title":"Estimating the electricity generation capacity of solar photovoltaic arrays using only color aerial imagery","display_name":"Estimating the electricity generation capacity of solar photovoltaic arrays using only color aerial imagery","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2771594847","doi":"https://doi.org/10.1109/igarss.2017.8127279","mag":"2771594847"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2017.8127279","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012956527","display_name":"Brenda So","orcid":null},"institutions":[{"id":"https://openalex.org/I8031829","display_name":"Cooper Union","ror":"https://ror.org/05pbkcd34","country_code":"US","type":"education","lineage":["https://openalex.org/I8031829"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brenda So","raw_affiliation_strings":["Department of Electrical & Computer Engineering, The Cooper Union, New York, NY"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, The Cooper Union, New York, NY","institution_ids":["https://openalex.org/I8031829"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009833428","display_name":"Cory Nezin","orcid":null},"institutions":[{"id":"https://openalex.org/I8031829","display_name":"Cooper Union","ror":"https://ror.org/05pbkcd34","country_code":"US","type":"education","lineage":["https://openalex.org/I8031829"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cory Nezin","raw_affiliation_strings":["Department of Electrical & Computer Engineering, The Cooper Union, New York, NY"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, The Cooper Union, New York, NY","institution_ids":["https://openalex.org/I8031829"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082123005","display_name":"Vishnu Kaimal","orcid":null},"institutions":[{"id":"https://openalex.org/I8031829","display_name":"Cooper Union","ror":"https://ror.org/05pbkcd34","country_code":"US","type":"education","lineage":["https://openalex.org/I8031829"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vishnu Kaimal","raw_affiliation_strings":["Department of Electrical & Computer Engineering, The Cooper Union, New York, NY"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, The Cooper Union, New York, NY","institution_ids":["https://openalex.org/I8031829"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081449704","display_name":"Sam Keene","orcid":null},"institutions":[{"id":"https://openalex.org/I8031829","display_name":"Cooper Union","ror":"https://ror.org/05pbkcd34","country_code":"US","type":"education","lineage":["https://openalex.org/I8031829"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sam Keene","raw_affiliation_strings":["Department of Electrical & Computer Engineering, The Cooper Union, New York, NY"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, The Cooper Union, New York, NY","institution_ids":["https://openalex.org/I8031829"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004578492","display_name":"Leslie M. Collins","orcid":"https://orcid.org/0000-0002-9043-6531"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leslie Collins","raw_affiliation_strings":["Department of Electrical & Computer Engineering, Duke University, Durham, NC"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, Duke University, Durham, NC","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054438743","display_name":"Kyle Bradbury","orcid":"https://orcid.org/0000-0001-9847-0243"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]},{"id":"https://openalex.org/I36194607","display_name":"Duke Energy (United States)","ror":"https://ror.org/030r69d22","country_code":"US","type":"company","lineage":["https://openalex.org/I36194607"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyle Bradbury","raw_affiliation_strings":["Energy Initiative, Duke University, Durham, NC"],"affiliations":[{"raw_affiliation_string":"Energy Initiative, Duke University, Durham, NC","institution_ids":["https://openalex.org/I170897317","https://openalex.org/I36194607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007239332","display_name":"Jordan M. Malof","orcid":"https://orcid.org/0000-0002-7851-4920"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jordan M. Malof","raw_affiliation_strings":["Department of Electrical & Computer Engineering, Duke University, Durham, NC"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, Duke University, Durham, NC","institution_ids":["https://openalex.org/I170897317"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.304,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":10,"citation_normalized_percentile":{"value":0.695175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":85,"max":86},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9985,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9985,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9983,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11336","display_name":"Energy and Environment Impacts","score":0.9981,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/aerial-imagery","display_name":"Aerial imagery","score":0.7365614},{"id":"https://openalex.org/keywords/identification","display_name":"Identification","score":0.51238734}],"concepts":[{"id":"https://openalex.org/C2987819851","wikidata":"https://www.wikidata.org/wiki/Q191839","display_name":"Aerial imagery","level":2,"score":0.7365614},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7267755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6812786},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.55433214},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.51238734},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.43265906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3938478},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36585706},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15057826},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12302804},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07830295},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2017.8127279","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.67,"id":"https://metadata.un.org/sdg/7"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":11,"referenced_works":["https://openalex.org/W1993693581","https://openalex.org/W2047028564","https://openalex.org/W2119760459","https://openalex.org/W2291934802","https://openalex.org/W2494424066","https://openalex.org/W2508286123","https://openalex.org/W2584768951","https://openalex.org/W2599992183","https://openalex.org/W2775111920","https://openalex.org/W3125121909","https://openalex.org/W4255455317"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2755342338","https://openalex.org/W2401150520","https://openalex.org/W2166024367","https://openalex.org/W2036807459","https://openalex.org/W1969923398","https://openalex.org/W1892467659","https://openalex.org/W1891287906","https://openalex.org/W1529400504","https://openalex.org/W151193258"],"abstract_inverted_index":{"In":[0],"this":[1,48,66],"work,":[2],"the":[3,53,61,75,92,108,134,137,143,170],"problem":[4],"of":[5,58,77,91,112,117,136,150,157,173],"developing":[6],"algorithms":[7,26],"that":[8,70,98],"automatically":[9],"infer":[10,74],"information":[11,131],"about":[12],"small-scale":[13,36],"solar":[14,114,138,158],"photovoltaic":[15],"(PV)":[16],"arrays":[17,79,159],"in":[18,60,165],"high":[19],"resolution":[20],"aerial":[21,62,84],"imagery":[22,85],"is":[23],"considered.":[24],"Such":[25],"potentially":[27],"offer":[28],"a":[29,88,113,122,148],"faster":[30],"and":[31,43,56,86],"cheaper":[32],"solution":[33],"to":[34,133,140,168],"collecting":[35],"PV":[37,78],"information,":[38],"such":[39],"as":[40],"their":[41],"location":[42],"capacity.":[44],"Existing":[45],"work":[46,67],"on":[47,52],"topic":[49],"has":[50],"focused":[51],"automatic":[54],"identification":[55],"annotation":[57,90],"panels":[59],"imagery.":[63],"We":[64,119,146],"extend":[65],"by":[68,106],"showing":[69],"we":[71,96,127],"can":[72,102],"reliably":[73],"capacity":[76,100,144,164],"given":[80],"only":[81],"(i)":[82],"color":[83],"(ii)":[87],"precise":[89],"array":[93,139],"location.":[94],"First":[95],"demonstrate":[97],"accurate":[99],"estimates":[101],"be":[103],"obtained":[104],"simply":[105],"estimating":[107],"visible":[109],"surface":[110],"area":[111],"array,":[115],"regardless":[116],"tilt.":[118],"then":[120],"build":[121],"more":[123],"sophisticated":[124],"model":[125],"where":[126],"use":[128,147],"additional":[129],"image":[130],"related":[132],"properties":[135],"further":[141],"improve":[142],"predictions.":[145],"dataset":[149],"362":[151],"manually":[152],"annotated":[153],"Google":[154],"Earth":[155],"images":[156],"with":[160],"known":[161],"electricity":[162],"generation":[163],"North":[166],"Carolina":[167],"measure":[169],"predictive":[171],"performance":[172],"our":[174],"models.":[175]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2771594847","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2024-12-09T01:47:29.208809","created_date":"2017-12-22"}