{"id":"https://openalex.org/W4223624113","doi":"https://doi.org/10.3390/rs14081827","title":"Bathymetry Derivatives and Habitat Data from Hyperspectral Imagery Establish a High-Resolution Baseline for Managing the Ningaloo Reef, Western Australia","display_name":"Bathymetry Derivatives and Habitat Data from Hyperspectral Imagery Establish a High-Resolution Baseline for Managing the Ningaloo Reef, Western Australia","publication_year":2022,"publication_date":"2022-04-10","ids":{"openalex":"https://openalex.org/W4223624113","doi":"https://doi.org/10.3390/rs14081827"},"language":"en","primary_location":{"id":"doi:10.3390/rs14081827","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14081827","pdf_url":"https://www.mdpi.com/2072-4292/14/8/1827/pdf?version=1649667113","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/8/1827/pdf?version=1649667113","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044822274","display_name":"H. Kobry\u0144","orcid":"https://orcid.org/0000-0003-1004-7593"},"institutions":[{"id":"https://openalex.org/I176790772","display_name":"Murdoch University","ror":"https://ror.org/00r4sry34","country_code":"AU","type":"education","lineage":["https://openalex.org/I176790772"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Halina T. Kobryn","raw_affiliation_strings":["Environmental & Conservation Sciences, Murdoch University, 90 South Street, Murdoch, WA 6150, Australia"],"affiliations":[{"raw_affiliation_string":"Environmental & Conservation Sciences, Murdoch University, 90 South Street, Murdoch, WA 6150, Australia","institution_ids":["https://openalex.org/I176790772"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060013460","display_name":"L.E. Beckley","orcid":"https://orcid.org/0000-0001-6872-7896"},"institutions":[{"id":"https://openalex.org/I176790772","display_name":"Murdoch University","ror":"https://ror.org/00r4sry34","country_code":"AU","type":"education","lineage":["https://openalex.org/I176790772"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lynnath E. Beckley","raw_affiliation_strings":["Environmental & Conservation Sciences, Murdoch University, 90 South Street, Murdoch, WA 6150, Australia"],"affiliations":[{"raw_affiliation_string":"Environmental & Conservation Sciences, Murdoch University, 90 South Street, Murdoch, WA 6150, Australia","institution_ids":["https://openalex.org/I176790772"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036960980","display_name":"Kristien Wouters","orcid":"https://orcid.org/0000-0001-9263-186X"},"institutions":[{"id":"https://openalex.org/I176790772","display_name":"Murdoch University","ror":"https://ror.org/00r4sry34","country_code":"AU","type":"education","lineage":["https://openalex.org/I176790772"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kristin Wouters","raw_affiliation_strings":["Environmental & Conservation Sciences, Murdoch University, 90 South Street, Murdoch, WA 6150, Australia"],"affiliations":[{"raw_affiliation_string":"Environmental & Conservation Sciences, Murdoch University, 90 South Street, Murdoch, WA 6150, Australia","institution_ids":["https://openalex.org/I176790772"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044822274"],"corresponding_institution_ids":["https://openalex.org/I176790772"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.8372,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.7264759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"14","issue":"8","first_page":"1827","last_page":"1827"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10341","display_name":"Coral and Marine Ecosystems Studies","score":0.9993000030517578,"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":0.9993000030517578,"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/T10643","display_name":"Marine and coastal plant biology","score":0.9835000038146973,"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"}},{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9807999730110168,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bathymetry","display_name":"Bathymetry","score":0.8459764122962952},{"id":"https://openalex.org/keywords/reef","display_name":"Reef","score":0.801423966884613},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.6861909627914429},{"id":"https://openalex.org/keywords/coral-reef","display_name":"Coral reef","score":0.6236535310745239},{"id":"https://openalex.org/keywords/bay","display_name":"Bay","score":0.5792309641838074},{"id":"https://openalex.org/keywords/benthic-habitat","display_name":"Benthic habitat","score":0.5781502723693848},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.520292341709137},{"id":"https://openalex.org/keywords/fringing-reef","display_name":"Fringing reef","score":0.5026445388793945},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4762977659702301},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4426913261413574},{"id":"https://openalex.org/keywords/benthic-zone","display_name":"Benthic zone","score":0.4392704367637634},{"id":"https://openalex.org/keywords/marine-protected-area","display_name":"Marine protected area","score":0.43606802821159363},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.38645273447036743},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.3810722231864929},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.14337170124053955}],"concepts":[{"id":"https://openalex.org/C174943157","wikidata":"https://www.wikidata.org/wiki/Q810826","display_name":"Bathymetry","level":2,"score":0.8459764122962952},{"id":"https://openalex.org/C77044568","wikidata":"https://www.wikidata.org/wiki/Q184358","display_name":"Reef","level":2,"score":0.801423966884613},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.6861909627914429},{"id":"https://openalex.org/C79367842","wikidata":"https://www.wikidata.org/wiki/Q11292","display_name":"Coral reef","level":2,"score":0.6236535310745239},{"id":"https://openalex.org/C115880899","wikidata":"https://www.wikidata.org/wiki/Q1124247","display_name":"Bay","level":2,"score":0.5792309641838074},{"id":"https://openalex.org/C2993018843","wikidata":"https://www.wikidata.org/wiki/Q686881","display_name":"Benthic habitat","level":3,"score":0.5781502723693848},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.520292341709137},{"id":"https://openalex.org/C122629976","wikidata":"https://www.wikidata.org/wiki/Q1999990","display_name":"Fringing reef","level":3,"score":0.5026445388793945},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4762977659702301},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4426913261413574},{"id":"https://openalex.org/C83042747","wikidata":"https://www.wikidata.org/wiki/Q686881","display_name":"Benthic zone","level":2,"score":0.4392704367637634},{"id":"https://openalex.org/C68800169","wikidata":"https://www.wikidata.org/wiki/Q1367500","display_name":"Marine protected area","level":3,"score":0.43606802821159363},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.38645273447036743},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.3810722231864929},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.14337170124053955},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14081827","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14081827","pdf_url":"https://www.mdpi.com/2072-4292/14/8/1827/pdf?version=1649667113","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2b393e5991f6439aaaac814132e1d71a","is_oa":true,"landing_page_url":"https://doaj.org/article/2b393e5991f6439aaaac814132e1d71a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 8, p 1827 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/8/1827/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14081827","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":"Remote Sensing; Volume 14; Issue 8; Pages: 1827","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14081827","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14081827","pdf_url":"https://www.mdpi.com/2072-4292/14/8/1827/pdf?version=1649667113","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320386","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07"},{"id":"https://openalex.org/F4320320989","display_name":"Murdoch University","ror":"https://ror.org/00r4sry34"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4223624113.pdf","grobid_xml":"https://content.openalex.org/works/W4223624113.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W12832079","https://openalex.org/W1965840720","https://openalex.org/W1976088415","https://openalex.org/W1981722323","https://openalex.org/W1983854074","https://openalex.org/W1995415574","https://openalex.org/W1995567274","https://openalex.org/W2002745881","https://openalex.org/W2008547387","https://openalex.org/W2055680072","https://openalex.org/W2062690577","https://openalex.org/W2072717154","https://openalex.org/W2107596014","https://openalex.org/W2116000888","https://openalex.org/W2119475325","https://openalex.org/W2134232109","https://openalex.org/W2136011625","https://openalex.org/W2155588025","https://openalex.org/W2162731901","https://openalex.org/W2270845284","https://openalex.org/W2324142062","https://openalex.org/W2509501788","https://openalex.org/W2510001227","https://openalex.org/W2621363096","https://openalex.org/W2625460781","https://openalex.org/W2791334615","https://openalex.org/W2792870786","https://openalex.org/W2806523605","https://openalex.org/W2898000890","https://openalex.org/W2913231882","https://openalex.org/W2930731822","https://openalex.org/W2958067353","https://openalex.org/W3097655732","https://openalex.org/W3112821689","https://openalex.org/W3130115630","https://openalex.org/W3170073990","https://openalex.org/W3194636189","https://openalex.org/W3210225369","https://openalex.org/W4205453530","https://openalex.org/W6641967124","https://openalex.org/W6765660842"],"related_works":["https://openalex.org/W1507222190","https://openalex.org/W2119533430","https://openalex.org/W4311273990","https://openalex.org/W2177259634","https://openalex.org/W4324352293","https://openalex.org/W3028617899","https://openalex.org/W2004010557","https://openalex.org/W2175354147","https://openalex.org/W2018708029","https://openalex.org/W1491276474"],"abstract_inverted_index":{"The":[0],"Ningaloo":[1],"Reef,":[2],"Australia\u2019s":[3],"longest":[4],"fringing":[5],"reef,":[6],"is":[7],"uniquely":[8],"positioned":[9],"in":[10,103,120,162],"the":[11,15,32,76,96,104,108,111,121,138],"NW":[12],"region":[13,106],"of":[14,29,107,137,159],"continent,":[16],"with":[17],"clear,":[18],"oligotrophic":[19],"waters,":[20],"relatively":[21],"low":[22],"human":[23],"impacts,":[24],"and":[25,36,48,56,91,117,128,144,180,186],"a":[26,71,169],"high":[27],"level":[28],"protection":[30],"through":[31,84],"World":[33],"Heritage":[34],"Site":[35],"its":[37],"marine":[38],"park":[39],"status.":[40],"Non-invasive":[41],"optical":[42],"sensors,":[43],"which":[44],"seamlessly":[45],"derive":[46],"bathymetry":[47],"bottom":[49],"reflectance,":[50],"are":[51],"ideally":[52],"suited":[53],"for":[54,75,78,172],"mapping":[55,124],"monitoring":[57,178],"shallow":[58],"reefs":[59],"such":[60],"as":[61],"Ningaloo.":[62],"Using":[63],"an":[64,85],"existing":[65],"airborne":[66],"hyperspectral":[67],"survey,":[68],"we":[69],"developed":[70],"new,":[72],"geomorphic":[73,157],"layer":[74],"reef":[77,182],"depths":[79],"down":[80],"to":[81],"20":[82],"m,":[83],"object-oriented":[86],"classification":[87,97],"that":[88,149],"combines":[89],"topography":[90],"benthic":[92],"cover.":[93],"We":[94],"demonstrate":[95],"approach":[98],"using":[99],"three":[100],"focus":[101],"areas":[102],"northern":[105],"Muiron":[109],"Islands,":[110],"central":[112],"part":[113],"around":[114],"Point":[115],"Maud,":[116],"Gnaraloo":[118],"Bay":[119],"south.":[122],"Topographic":[123],"combined":[125],"aspect,":[126],"slope,":[127],"depth":[129],"into":[130,140],"18":[131],"classes":[132,158],"and,":[133],"unsurprisingly,":[134],"allocated":[135],"much":[136],"area":[139],"shallow,":[141],"flat":[142],"lagoons,":[143],"highlighted":[145],"narrow,":[146],"deeper":[147],"channels":[148],"facilitate":[150],"water":[151],"circulation.":[152],"There":[153],"were":[154],"five":[155],"distinct":[156],"coral-algal":[160],"mosaics":[161],"different":[163],"topographic":[164],"settings.":[165],"Our":[166],"classifications":[167],"provide":[168],"useful":[170],"baseline":[171],"stratifying":[173],"ecological":[174],"field":[175],"surveys,":[176],"designing":[177],"programmes,":[179],"assessing":[181],"resilience":[183],"from":[184],"current":[185],"future":[187],"threats.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}