{"id":"https://openalex.org/W4386962762","doi":"https://doi.org/10.1007/978-3-031-44097-7_2","title":"Automated Coral Lifeform Classification Using YOLOv5: A Deep Learning Approach","display_name":"Automated Coral Lifeform Classification Using YOLOv5: A Deep Learning Approach","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386962762","doi":"https://doi.org/10.1007/978-3-031-44097-7_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-44097-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44097-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"conference-paper","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/A5067492407","display_name":"Jannie Fleur V. Ora\u00f1o","orcid":"https://orcid.org/0000-0001-9922-0318"},"institutions":[{"id":"https://openalex.org/I3132505570","display_name":"Southern Leyte State University","ror":"https://ror.org/0530tab10","country_code":"PH","type":"education","lineage":["https://openalex.org/I3132505570"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Jannie Fleur V. Ora\u00f1o","raw_affiliation_strings":["Southern Leyte State University, Southern Leyte, Philippines"],"raw_orcid":"https://orcid.org/0000-0001-9922-0318","affiliations":[{"raw_affiliation_string":"Southern Leyte State University, Southern Leyte, Philippines","institution_ids":["https://openalex.org/I3132505570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092068842","display_name":"Jerome Jack Napala","orcid":"https://orcid.org/0009-0003-4535-7943"},"institutions":[{"id":"https://openalex.org/I3132505570","display_name":"Southern Leyte State University","ror":"https://ror.org/0530tab10","country_code":"PH","type":"education","lineage":["https://openalex.org/I3132505570"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Jerome Jack O. Napala","raw_affiliation_strings":["Southern Leyte State University, Southern Leyte, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Leyte State University, Southern Leyte, Philippines","institution_ids":["https://openalex.org/I3132505570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092923027","display_name":"Jonah Flor O. Maaghop","orcid":null},"institutions":[{"id":"https://openalex.org/I146748744","display_name":"Visayas State University","ror":"https://ror.org/00rt3cy21","country_code":"PH","type":"education","lineage":["https://openalex.org/I146748744"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Jonah Flor O. Maaghop","raw_affiliation_strings":["Visayas State University, Leyte, Philippines"],"raw_orcid":"https://orcid.org/0000-0001-9888-6417","affiliations":[{"raw_affiliation_string":"Visayas State University, Leyte, Philippines","institution_ids":["https://openalex.org/I146748744"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092923028","display_name":"Janrey C. Elecito","orcid":null},"institutions":[{"id":"https://openalex.org/I3132505570","display_name":"Southern Leyte State University","ror":"https://ror.org/0530tab10","country_code":"PH","type":"education","lineage":["https://openalex.org/I3132505570"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Janrey C. Elecito","raw_affiliation_strings":["Southern Leyte State University, Southern Leyte, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Leyte State University, Southern Leyte, Philippines","institution_ids":["https://openalex.org/I3132505570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067492407"],"corresponding_institution_ids":["https://openalex.org/I3132505570"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10341","display_name":"Coral and Marine Ecosystems Studies","score":0.9994000196456909,"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/T10341","display_name":"Coral and Marine Ecosystems Studies","score":0.9994000196456909,"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/coral-reef","display_name":"Coral reef","score":0.8389714956283569},{"id":"https://openalex.org/keywords/coral","display_name":"Coral","score":0.7379600405693054},{"id":"https://openalex.org/keywords/aquaculture-of-coral","display_name":"Aquaculture of coral","score":0.6322963237762451},{"id":"https://openalex.org/keywords/overfishing","display_name":"Overfishing","score":0.5590018033981323},{"id":"https://openalex.org/keywords/coral-reef-protection","display_name":"Coral reef protection","score":0.5266175866127014},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.524720311164856},{"id":"https://openalex.org/keywords/reef","display_name":"Reef","score":0.5145013332366943},{"id":"https://openalex.org/keywords/environmental-issues-with-coral-reefs","display_name":"Environmental issues with coral reefs","score":0.45507633686065674},{"id":"https://openalex.org/keywords/marine-protected-area","display_name":"Marine protected area","score":0.43649137020111084},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.3455069363117218},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.34110671281814575},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.32421639561653137},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3235314190387726},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.31117701530456543},{"id":"https://openalex.org/keywords/fishing","display_name":"Fishing","score":0.2798886299133301},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.2155933678150177},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14096087217330933},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13190966844558716}],"concepts":[{"id":"https://openalex.org/C79367842","wikidata":"https://www.wikidata.org/wiki/Q11292","display_name":"Coral reef","level":2,"score":0.8389714956283569},{"id":"https://openalex.org/C143020374","wikidata":"https://www.wikidata.org/wiki/Q2411228","display_name":"Coral","level":2,"score":0.7379600405693054},{"id":"https://openalex.org/C143837700","wikidata":"https://www.wikidata.org/wiki/Q4782659","display_name":"Aquaculture of coral","level":3,"score":0.6322963237762451},{"id":"https://openalex.org/C24061886","wikidata":"https://www.wikidata.org/wiki/Q331828","display_name":"Overfishing","level":3,"score":0.5590018033981323},{"id":"https://openalex.org/C73849760","wikidata":"https://www.wikidata.org/wiki/Q5169528","display_name":"Coral reef protection","level":3,"score":0.5266175866127014},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.524720311164856},{"id":"https://openalex.org/C77044568","wikidata":"https://www.wikidata.org/wiki/Q184358","display_name":"Reef","level":2,"score":0.5145013332366943},{"id":"https://openalex.org/C207074971","wikidata":"https://www.wikidata.org/wiki/Q5381324","display_name":"Environmental issues with coral reefs","level":3,"score":0.45507633686065674},{"id":"https://openalex.org/C68800169","wikidata":"https://www.wikidata.org/wiki/Q1367500","display_name":"Marine protected area","level":3,"score":0.43649137020111084},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.3455069363117218},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.34110671281814575},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.32421639561653137},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3235314190387726},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.31117701530456543},{"id":"https://openalex.org/C514101110","wikidata":"https://www.wikidata.org/wiki/Q14373","display_name":"Fishing","level":2,"score":0.2798886299133301},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.2155933678150177},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14096087217330933},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13190966844558716}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-44097-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44097-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2504650341","https://openalex.org/W2589438034","https://openalex.org/W2619701599","https://openalex.org/W2892906447","https://openalex.org/W2966236843","https://openalex.org/W4243374971","https://openalex.org/W4283809714","https://openalex.org/W4293060657","https://openalex.org/W4317622229"],"related_works":["https://openalex.org/W3199321815","https://openalex.org/W3213098867","https://openalex.org/W2276147346","https://openalex.org/W2084228901","https://openalex.org/W27166932","https://openalex.org/W2488580456","https://openalex.org/W2553788819","https://openalex.org/W3121225389","https://openalex.org/W1972359743","https://openalex.org/W3097237149"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}