{"id":"https://openalex.org/W3205324515","doi":"https://doi.org/10.1109/igarss47720.2021.9553876","title":"The Added Value of Cycle-GAN for Agriculture Studies","display_name":"The Added Value of Cycle-GAN for Agriculture Studies","publication_year":2021,"publication_date":"2021-07-11","ids":{"openalex":"https://openalex.org/W3205324515","doi":"https://doi.org/10.1109/igarss47720.2021.9553876","mag":"3205324515"},"language":"en","primary_location":{"id":"doi:10.1109/igarss47720.2021.9553876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss47720.2021.9553876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS","raw_type":"proceedings-article"},"type":"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/A5081273472","display_name":"Ecre Sener","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ecre Sener","raw_affiliation_strings":["Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041243362","display_name":"E. \u00c7olak","orcid":"https://orcid.org/0000-0002-7286-8840"},"institutions":[{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Emre Colak","raw_affiliation_strings":["Chemnitz University of Technology, Chemnitz, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chemnitz University of Technology, Chemnitz, Germany","institution_ids":["https://openalex.org/I2610724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003388985","display_name":"Esra Erten","orcid":"https://orcid.org/0000-0002-4208-7170"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Esra Erten","raw_affiliation_strings":["Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058660643","display_name":"G\u00fcl\u015fen Ta\u015fk\u0131n","orcid":"https://orcid.org/0000-0002-2294-4462"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gulsen Taskin","raw_affiliation_strings":["Istanbul Technical University, Earthquake Engineering and Disaster Management Institute, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istanbul Technical University, Earthquake Engineering and Disaster Management Institute, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6763,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.72223926,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/computer-science","display_name":"Computer science","score":0.6556712985038757},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5901057720184326},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5145353674888611},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49887967109680176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40472179651260376},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37315303087234497},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11492422223091125}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6556712985038757},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5901057720184326},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5145353674888611},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49887967109680176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40472179651260376},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37315303087234497},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11492422223091125},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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":2,"locations":[{"id":"doi:10.1109/igarss47720.2021.9553876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss47720.2021.9553876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/33928","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/33928","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2261059368","https://openalex.org/W2778936354","https://openalex.org/W2901818816","https://openalex.org/W2914667012","https://openalex.org/W2971888276","https://openalex.org/W3012975023","https://openalex.org/W3013150650","https://openalex.org/W3013879714","https://openalex.org/W3088318080","https://openalex.org/W3112824784"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W2898732673","https://openalex.org/W782553550","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W3123203398","https://openalex.org/W2633218168","https://openalex.org/W2059707233","https://openalex.org/W4235897794","https://openalex.org/W1983126463"],"abstract_inverted_index":{"It":[0],"is":[1,46,73],"significant":[2,29],"to":[3,48,51,75,103,122],"monitor":[4],"the":[5,18,52,61,67,105,108],"phenological":[6,19],"stages":[7],"of":[8,21,41,55,63,69,107],"agricultural":[9],"crops":[10],"with":[11],"accurate":[12],"and":[13,32,71,98,115,135],"up-to-date":[14],"information.":[15],"In":[16,58,101],"monitoring":[17],"phases":[20],"some":[22],"crops,":[23],"optical":[24,42,56],"remote":[25,43],"sensing":[26,44],"data":[27,45],"offers":[28],"spectral":[30],"information":[31],"outstanding":[33],"feature":[34,80],"identification.":[35],"However,":[36],"a":[37],"continuous":[38],"time":[39],"series":[40],"difficult":[47],"obtain":[49],"due":[50],"weather":[53],"dependency":[54],"acquisitions.":[57],"this":[59],"paper,":[60],"feasibility":[62],"transfer":[64],"learning":[65,85],"between":[66,96],"features":[68],"Sentinel-1":[70,97],"Sentinel-2":[72,99],"evaluated":[74],"reduce":[76],"these":[77],"difficulties.":[78],"A":[79],"translation":[81],"based":[82],"on":[83,111],"deep":[84],"(DL)":[86],"method,":[87],"namely":[88],"Cycle-Consistent":[89],"Generative":[90],"Adversarial":[91],"Networks":[92],"(cycle-GAN),":[93],"was":[94,120],"applied":[95,121],"data.":[100],"order":[102],"evaluate":[104],"effect":[106],"cycle-GAN":[109],"method":[110],"crop":[112],"type":[113],"mapping":[114],"identification,":[116],"Random":[117],"Forest":[118],"classification":[119],"four":[123],"different":[124],"cases":[125],"(Real":[126],"SAR,":[127,132],"Fake":[128],"Optical":[129,137],"+":[130,138],"Real":[131,133,136,139],"Optical,":[134],"SAR).":[140]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}