{"id":"https://openalex.org/W2342898232","doi":"https://doi.org/10.7717/peerj.1960","title":"GoPros\u2122 as an underwater photogrammetry tool for citizen science","display_name":"GoPros\u2122 as an underwater photogrammetry tool for citizen science","publication_year":2016,"publication_date":"2016-04-25","ids":{"openalex":"https://openalex.org/W2342898232","doi":"https://doi.org/10.7717/peerj.1960","mag":"2342898232","pmid":"https://pubmed.ncbi.nlm.nih.gov/27168973","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4860335"},"language":"en","primary_location":{"id":"doi:10.7717/peerj.1960","doi":"https://doi.org/10.7717/peerj.1960","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj.1960","pdf_url":null,"source":{"id":"https://openalex.org/S1983995261","display_name":"PeerJ","issn_l":"2167-8359","issn":["2167-8359"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-d","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.7717/peerj.1960","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086487790","display_name":"Vincent Raoult","orcid":"https://orcid.org/0000-0001-9459-111X","observed_orcids":["https://orcid.org/0000-0001-9459-111X"]},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Vincent Raoult","raw_affiliation_strings":["Biological Sciences, Macquarie University, Sydney NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biological Sciences, Macquarie University, Sydney NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063576486","display_name":"Peter A. David","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Peter A. David","raw_affiliation_strings":["Biological Sciences, Macquarie University, Sydney NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biological Sciences, Macquarie University, Sydney NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082650726","display_name":"Sally F. Dupont","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sally F. Dupont","raw_affiliation_strings":["Biological Sciences, Macquarie University, Sydney NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biological Sciences, Macquarie University, Sydney NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071189193","display_name":"Ciaran P. Mathewson","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ciaran P. Mathewson","raw_affiliation_strings":["Biological Sciences, Macquarie University, Sydney NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biological Sciences, Macquarie University, Sydney NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054934471","display_name":"Samuel J. O\u2019Neill","orcid":"https://orcid.org/0000-0002-1339-4681","observed_orcids":["https://orcid.org/0000-0002-1339-4681"]},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Samuel J. O\u2019Neill","raw_affiliation_strings":["Biological Sciences, Macquarie University, Sydney NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biological Sciences, Macquarie University, Sydney NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064605062","display_name":"Nicholas Powell","orcid":"https://orcid.org/0000-0002-2958-9854","observed_orcids":["https://orcid.org/0000-0002-2958-9854"]},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nicholas N. Powell","raw_affiliation_strings":["Biological Sciences, Macquarie University, Sydney NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biological Sciences, Macquarie University, Sydney NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052982122","display_name":"Jane E. Williamson","orcid":"https://orcid.org/0000-0003-3627-4508","observed_orcids":["https://orcid.org/0000-0003-3627-4508"]},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jane E. Williamson","raw_affiliation_strings":["Biological Sciences, Macquarie University, Sydney NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biological Sciences, Macquarie University, Sydney NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5086487790"],"corresponding_institution_ids":["https://openalex.org/I99043593"],"apc_list":{"value":1395,"currency":"USD","value_usd":1395},"apc_paid":{"value":1395,"currency":"USD","value_usd":1395},"fwci":5.7347,"has_fulltext":true,"cited_by_count":82,"citation_normalized_percentile":{"value":0.96327341,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"4","issue":null,"first_page":"e1960","last_page":"e1960"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10341","display_name":"Coral and Marine Ecosystems Studies","score":0.6836000084877014,"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":0.6836000084877014,"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.29589998722076416,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10765","display_name":"Marine Biology and Ecology Research","score":0.0020000000949949026,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/underwater-photogrammetry","display_name":"underwater photogrammetry","score":0.8420000076293945},{"id":"https://openalex.org/keywords/gopro","display_name":"GoPro","score":0.6840000152587891},{"id":"https://openalex.org/keywords/citizen-science","display_name":"citizen science","score":0.9399999976158142},{"id":"https://openalex.org/keywords/structure-from-motion","display_name":"structure from motion","score":0.9409999847412109},{"id":"https://openalex.org/keywords/coral-reef-monitoring","display_name":"coral reef monitoring","score":0.6880000233650208},{"id":"https://openalex.org/keywords/benthic-cover","display_name":"benthic cover","score":0.9390000104904175},{"id":"https://openalex.org/keywords/coral-health","display_name":"coral health","score":0.9750000238418579}],"concepts":[{"id":"https://openalex.org/C79367842","wikidata":"https://www.wikidata.org/wiki/Q11292","display_name":"Coral reef","level":2,"score":0.7493898272514343},{"id":"https://openalex.org/C117455697","wikidata":"https://www.wikidata.org/wiki/Q190149","display_name":"Photogrammetry","level":2,"score":0.7460974454879761},{"id":"https://openalex.org/C2993018843","wikidata":"https://www.wikidata.org/wiki/Q686881","display_name":"Benthic habitat","level":3,"score":0.7156037092208862},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.659461498260498},{"id":"https://openalex.org/C146159030","wikidata":"https://www.wikidata.org/wiki/Q7625099","display_name":"Structure from motion","level":3,"score":0.6196746826171875},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.557288646697998},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5496295094490051},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4865207076072693},{"id":"https://openalex.org/C197352329","wikidata":"https://www.wikidata.org/wiki/Q1093434","display_name":"Citizen science","level":2,"score":0.48301538825035095},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.4512771666049957},{"id":"https://openalex.org/C83042747","wikidata":"https://www.wikidata.org/wiki/Q686881","display_name":"Benthic zone","level":2,"score":0.37996307015419006},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3672747313976288},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3656703531742096},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3592658042907715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28277283906936646},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.27981698513031006},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18123191595077515},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13829120993614197},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.7717/peerj.1960","doi":"https://doi.org/10.7717/peerj.1960","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj.1960","pdf_url":null,"source":{"id":"https://openalex.org/S1983995261","display_name":"PeerJ","issn_l":"2167-8359","issn":["2167-8359"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-d","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4860335","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC4860335/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC4860335/pdf/","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,"listed_in":[],"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ","raw_type":"Text"},{"id":"pmid:27168973","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27168973","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,"listed_in":[],"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":"PeerJ","raw_type":"Journal Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.800.7419","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.800.7419","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://peerj.com/articles/1960.pdf","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:7256b90ca3e445178c6bf643b0536d23","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/7256b90ca3e445178c6bf643b0536d23","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,"listed_in":[],"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":"PeerJ, Vol 4, p e1960 (2016)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.7717/peerj.1960","doi":"https://doi.org/10.7717/peerj.1960","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj.1960","pdf_url":null,"source":{"id":"https://openalex.org/S1983995261","display_name":"PeerJ","issn_l":"2167-8359","issn":["2167-8359"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-d","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320591","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89"},{"id":"https://openalex.org/F4320320984","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2342898232.pdf","grobid_xml":"https://content.openalex.org/works/W2342898232.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W18178301","https://openalex.org/W75404765","https://openalex.org/W166473521","https://openalex.org/W1505969661","https://openalex.org/W1566724908","https://openalex.org/W1660256795","https://openalex.org/W1668373177","https://openalex.org/W1732805008","https://openalex.org/W1964282650","https://openalex.org/W1965711210","https://openalex.org/W1966082531","https://openalex.org/W1976263166","https://openalex.org/W1976352304","https://openalex.org/W1986803742","https://openalex.org/W1989018281","https://openalex.org/W2006101114","https://openalex.org/W2009192422","https://openalex.org/W2010333761","https://openalex.org/W2027254180","https://openalex.org/W2027733964","https://openalex.org/W2042403375","https://openalex.org/W2046971031","https://openalex.org/W2058887230","https://openalex.org/W2066562870","https://openalex.org/W2069858497","https://openalex.org/W2069864946","https://openalex.org/W2070245241","https://openalex.org/W2089355802","https://openalex.org/W2089649030","https://openalex.org/W2095708090","https://openalex.org/W2100704846","https://openalex.org/W2115532388","https://openalex.org/W2120160157","https://openalex.org/W2120854987","https://openalex.org/W2121536135","https://openalex.org/W2130464813","https://openalex.org/W2143402555","https://openalex.org/W2148452534","https://openalex.org/W2148998769","https://openalex.org/W2153719426","https://openalex.org/W2166658986","https://openalex.org/W2166849332","https://openalex.org/W2170153270","https://openalex.org/W2200176056","https://openalex.org/W2263417584","https://openalex.org/W4255077321","https://openalex.org/W4285719527","https://openalex.org/W4299126982","https://openalex.org/W4406533111"],"related_works":["https://openalex.org/W2589028969","https://openalex.org/W4390355870","https://openalex.org/W4411680665","https://openalex.org/W2608686203","https://openalex.org/W3190794179","https://openalex.org/W3166874163","https://openalex.org/W2557392958","https://openalex.org/W2769010491","https://openalex.org/W3127328935","https://openalex.org/W7117165166"],"abstract_inverted_index":{"Citizen":[0],"science":[1,115],"can":[2],"increase":[3],"the":[4,9,82,90,117],"scope":[5],"of":[6,51],"research":[7,24],"in":[8,105,116,124],"marine":[10,118],"environment;":[11],"however,":[12],"it":[13],"suffers":[14],"from":[15,43,87],"necessitating":[16],"specialized":[17],"training":[18],"and":[19,41,75,85],"simplified":[20],"methodologies":[21],"that":[22],"reduce":[23],"output.":[25],"This":[26],"paper":[27],"presents":[28],"a":[29,57],"simplified,":[30],"novel":[31],"survey":[32],"methodology":[33],"for":[34,53,70,96,113,121],"citizen":[35,114],"scientists,":[36],"which":[37],"combines":[38],"GoPro":[39,102],"imagery":[40],"structure":[42,86],"motion":[44,88],"to":[45,63,92],"construct":[46],"an":[47,110],"ortho-corrected":[48],"3D":[49],"model":[50],"habitats":[52],"analysis.":[54,100],"Results":[55,78],"using":[56],"coral":[58,76,125],"reef":[59],"habitat":[60],"were":[61,79],"compared":[62],"surveys":[64],"conducted":[65],"with":[66],"traditional":[67],"snorkelling":[68],"methods":[69],"benthic":[71],"cover,":[72],"holothurian":[73],"counts,":[74],"health.":[77],"comparable":[80],"between":[81],"two":[83],"methods,":[84],"allows":[89],"results":[91],"be":[93],"analysed":[94],"off-site":[95],"any":[97],"chosen":[98],"visual":[99],"The":[101],"method":[103],"outlined":[104],"this":[106],"study":[107],"is":[108],"thus":[109],"effective":[111],"tool":[112],"environment,":[119],"especially":[120],"comparing":[122],"changes":[123],"cover":[126],"or":[127],"volume":[128],"over":[129],"time.":[130]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":7}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2016-06-24T00:00:00"}
