{"id":"https://openalex.org/W3120022561","doi":"https://doi.org/10.3390/s21020471","title":"Analysis of UAV-Acquired Wetland Orthomosaics Using GIS, Computer Vision, Computational Topology and Deep Learning","display_name":"Analysis of UAV-Acquired Wetland Orthomosaics Using GIS, Computer Vision, Computational Topology and Deep Learning","publication_year":2021,"publication_date":"2021-01-11","ids":{"openalex":"https://openalex.org/W3120022561","doi":"https://doi.org/10.3390/s21020471","mag":"3120022561","pmid":"https://pubmed.ncbi.nlm.nih.gov/33440797"},"language":"en","primary_location":{"id":"doi:10.3390/s21020471","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21020471","pdf_url":"https://www.mdpi.com/1424-8220/21/2/471/pdf?version=1611030522","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/2/471/pdf?version=1611030522","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054602513","display_name":"Sarah Kentsch","orcid":"https://orcid.org/0000-0001-5693-5217"},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]},{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE","JP"],"is_corresponding":true,"raw_author_name":"Sarah Kentsch","raw_affiliation_strings":["Faculty of Agriculture, Yamagata University, Tsuruoka 997-8555, Japan","Faculty of Natural Sciences, Leibniz Universit\u00e4t, 30167 Hannover, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5693-5217","affiliations":[{"raw_affiliation_string":"Faculty of Agriculture, Yamagata University, Tsuruoka 997-8555, Japan","institution_ids":["https://openalex.org/I112524849"]},{"raw_affiliation_string":"Faculty of Natural Sciences, Leibniz Universit\u00e4t, 30167 Hannover, Germany","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049566648","display_name":"Mariano Cabezas","orcid":"https://orcid.org/0000-0002-4417-1704"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mariano Cabezas","raw_affiliation_strings":["Brain and Mind Centre, University of Sydney, Sydney 2015, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4417-1704","affiliations":[{"raw_affiliation_string":"Brain and Mind Centre, University of Sydney, Sydney 2015, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033677405","display_name":"Luca Tomhave","orcid":null},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Luca Tomhave","raw_affiliation_strings":["Faculty of Natural Sciences, Leibniz Universit\u00e4t, 30167 Hannover, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Natural Sciences, Leibniz Universit\u00e4t, 30167 Hannover, Germany","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086439324","display_name":"Jens Gro\u00df","orcid":"https://orcid.org/0000-0002-7822-9716"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens Gro\u00df","raw_affiliation_strings":["Faculty of Natural Sciences, Leibniz Universit\u00e4t, 30167 Hannover, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Natural Sciences, Leibniz Universit\u00e4t, 30167 Hannover, Germany","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013545231","display_name":"Benjamin Burkhard","orcid":"https://orcid.org/0000-0001-8636-9009"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benjamin Burkhard","raw_affiliation_strings":["Faculty of Natural Sciences, Leibniz Universit\u00e4t, 30167 Hannover, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8636-9009","affiliations":[{"raw_affiliation_string":"Faculty of Natural Sciences, Leibniz Universit\u00e4t, 30167 Hannover, Germany","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003394513","display_name":"Maximo Larry Lopez Caceres","orcid":"https://orcid.org/0000-0002-9748-7120"},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Maximo Larry Lopez Caceres","raw_affiliation_strings":["Faculty of Agriculture, Yamagata University, Tsuruoka 997-8555, Japan"],"raw_orcid":"https://orcid.org/0000-0002-9748-7120","affiliations":[{"raw_affiliation_string":"Faculty of Agriculture, Yamagata University, Tsuruoka 997-8555, Japan","institution_ids":["https://openalex.org/I112524849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040159618","display_name":"Katsushi Waki","orcid":null},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Katsushi Waki","raw_affiliation_strings":["Faculty of Science, Yamagata University, Yamagata 990-8560, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science, Yamagata University, Yamagata 990-8560, Japan","institution_ids":["https://openalex.org/I112524849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021286366","display_name":"Yago D\u00edez","orcid":"https://orcid.org/0000-0003-4521-9113"},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yago Diez","raw_affiliation_strings":["Faculty of Science, Yamagata University, Yamagata 990-8560, Japan"],"raw_orcid":"https://orcid.org/0000-0003-4521-9113","affiliations":[{"raw_affiliation_string":"Faculty of Science, Yamagata University, Yamagata 990-8560, Japan","institution_ids":["https://openalex.org/I112524849"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021286366","https://openalex.org/A5054602513"],"corresponding_institution_ids":["https://openalex.org/I112524849","https://openalex.org/I114112103"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":1100,"currency":"EUR","value_usd":1186},"fwci":1.788,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.82464401,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"21","issue":"2","first_page":"471","last_page":"471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wetland","display_name":"Wetland","score":0.7690170407295227},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5660728812217712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5579829216003418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5355802178382874},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5228583812713623},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4469715654850006},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.43731021881103516},{"id":"https://openalex.org/keywords/aerial-imagery","display_name":"Aerial imagery","score":0.4147268533706665},{"id":"https://openalex.org/keywords/aerial-image","display_name":"Aerial image","score":0.41005682945251465},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.37854525446891785},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3679888844490051},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24608173966407776},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.23988643288612366},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.22087454795837402},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15214747190475464},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07567039132118225}],"concepts":[{"id":"https://openalex.org/C67715294","wikidata":"https://www.wikidata.org/wiki/Q170321","display_name":"Wetland","level":2,"score":0.7690170407295227},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5660728812217712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5579829216003418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5355802178382874},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5228583812713623},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4469715654850006},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.43731021881103516},{"id":"https://openalex.org/C2987819851","wikidata":"https://www.wikidata.org/wiki/Q191839","display_name":"Aerial imagery","level":2,"score":0.4147268533706665},{"id":"https://openalex.org/C2776429412","wikidata":"https://www.wikidata.org/wiki/Q4688011","display_name":"Aerial image","level":3,"score":0.41005682945251465},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.37854525446891785},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3679888844490051},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24608173966407776},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.23988643288612366},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.22087454795837402},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15214747190475464},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07567039132118225},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.3390/s21020471","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21020471","pdf_url":"https://www.mdpi.com/1424-8220/21/2/471/pdf?version=1611030522","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:33440797","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33440797","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:36868da7c3fe456385885f88e86f0417","is_oa":true,"landing_page_url":"https://doaj.org/article/36868da7c3fe456385885f88e86f0417","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 2, p 471 (2021)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:6733295","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC7827223","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/2/471/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21020471","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 21; Issue 2; Pages: 471","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7827223","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7827223","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:www.repo.uni-hannover.de:123456789/10869","is_oa":true,"landing_page_url":"https://www.repo.uni-hannover.de/handle/123456789/10869","pdf_url":null,"source":{"id":"https://openalex.org/S4306401575","display_name":"Institutional Repository of Leibniz Universit\u00e4t Hannover (Leibniz Universit\u00e4t Hannover)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114112103","host_organization_name":"Leibniz University Hannover","host_organization_lineage":["https://openalex.org/I114112103"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors 21 (2021), Nr. 2","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"doi:10.15488/10791","is_oa":true,"landing_page_url":"https://doi.org/10.15488/10791","pdf_url":null,"source":{"id":"https://openalex.org/S7407052956","display_name":"Leibniz Universit\u00e4t Hannover","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.3390/s21020471","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21020471","pdf_url":"https://www.mdpi.com/1424-8220/21/2/471/pdf?version=1611030522","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.75,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G2548344761","display_name":"Construction of a WASAN database that enables feature-tagged problem search","funder_award_id":"21K11899","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334763","display_name":"Leibniz-Gemeinschaft","ror":"https://ror.org/01n6r0e97"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3120022561.pdf","grobid_xml":"https://content.openalex.org/works/W3120022561.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1602811519","https://openalex.org/W1760020758","https://openalex.org/W1964110175","https://openalex.org/W1969802619","https://openalex.org/W1998511120","https://openalex.org/W2036246130","https://openalex.org/W2102128253","https://openalex.org/W2105150323","https://openalex.org/W2105365764","https://openalex.org/W2106065671","https://openalex.org/W2121108942","https://openalex.org/W2145243492","https://openalex.org/W2161094791","https://openalex.org/W2193879634","https://openalex.org/W2295826279","https://openalex.org/W2299579025","https://openalex.org/W2462737482","https://openalex.org/W2521505821","https://openalex.org/W2530938282","https://openalex.org/W2608779180","https://openalex.org/W2609946914","https://openalex.org/W2618530766","https://openalex.org/W2737803794","https://openalex.org/W2739909435","https://openalex.org/W2771109528","https://openalex.org/W2776305546","https://openalex.org/W2794055043","https://openalex.org/W2807222299","https://openalex.org/W2811244448","https://openalex.org/W2911821804","https://openalex.org/W2948612393","https://openalex.org/W3001573867","https://openalex.org/W3016453764","https://openalex.org/W3087069487","https://openalex.org/W3108803970","https://openalex.org/W3167028426","https://openalex.org/W6604370743","https://openalex.org/W6659172489","https://openalex.org/W6761208053","https://openalex.org/W6796662411","https://openalex.org/W7009187876"],"related_works":["https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W3192840557","https://openalex.org/W2951211570","https://openalex.org/W4375928479","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W3131673289","https://openalex.org/W4393011546","https://openalex.org/W3198847674"],"abstract_inverted_index":{"Invasive":[0],"blueberry":[1,22,73,96,129],"species":[2,74],"endanger":[3],"the":[4,148],"sensitive":[5],"environment":[6],"of":[7,35,95,136,143,147,154],"wetlands":[8,166],"and":[9,26,30,41,50,63,99,110,121,138,161],"protection":[10],"laws":[11],"call":[12],"for":[13,48],"management":[14],"measures.":[15],"Therefore,":[16],"methods":[17],"are":[18],"needed":[19],"to":[20,70,86,92,126,164],"identify":[21],"bushes,":[23],"locate":[24],"them,":[25],"characterise":[27],"their":[28],"distribution":[29],"properties":[31],"with":[32,118],"a":[33,152],"minimum":[34],"disturbance.":[36],"UAVs":[37],"(Unmanned":[38],"Aerial":[39],"Vehicles)":[40],"image":[42],"analysis":[43],"have":[44],"become":[45],"important":[46],"tools":[47],"classification":[49],"detection":[51],"approaches.":[52],"In":[53],"this":[54],"study,":[55],"techniques,":[56],"such":[57],"as":[58,105,107],"GIS":[59],"(Geographical":[60],"Information":[61],"Systems)":[62],"deep":[64],"learning,":[65],"were":[66,80,84,90,116],"combined":[67],"in":[68,75,101,124],"order":[69,125],"detect":[71,128],"invasive":[72],"wetland":[76],"environments.":[77],"Images":[78],"that":[79],"collected":[81],"by":[82],"UAV":[83],"used":[85,117],"produce":[87,93],"orthomosaics,":[88],"which":[89],"analysed":[91],"maps":[94],"location,":[97],"distribution,":[98],"spread":[100],"each":[102],"study":[103,157,165],"site,":[104],"well":[106],"bush":[108],"height":[109],"area":[111],"information.":[112],"Deep":[113],"learning":[114,120],"networks":[115],"transfer":[119],"unfrozen":[122],"weights":[123],"automatically":[127],"bushes":[130],"reaching":[131],"True":[132],"Positive":[133],"Values":[134],"(TPV)":[135],"93.83%":[137],"an":[139,159],"Overall":[140],"Accuracy":[141],"(OA)":[142],"98.83%.":[144],"A":[145],"refinement":[146],"result":[149],"masks":[150],"reached":[151],"Dice":[153],"0.624.":[155],"This":[156],"provides":[158],"efficient":[160],"effective":[162],"methodology":[163],"while":[167],"using":[168],"different":[169],"techniques.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
