{"id":"https://openalex.org/W4220867473","doi":"https://doi.org/10.3390/rs14061325","title":"Underwater Hyperspectral Imaging of Arctic Macroalgal Habitats during the Polar Night Using a Novel Mini-ROV-UHI Portable System","display_name":"Underwater Hyperspectral Imaging of Arctic Macroalgal Habitats during the Polar Night Using a Novel Mini-ROV-UHI Portable System","publication_year":2022,"publication_date":"2022-03-09","ids":{"openalex":"https://openalex.org/W4220867473","doi":"https://doi.org/10.3390/rs14061325"},"language":"en","primary_location":{"id":"doi:10.3390/rs14061325","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14061325","pdf_url":"https://www.mdpi.com/2072-4292/14/6/1325/pdf?version=1646826120","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/2072-4292/14/6/1325/pdf?version=1646826120","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074790257","display_name":"Natalie Summers","orcid":"https://orcid.org/0000-0003-0993-0696"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Natalie Summers","raw_affiliation_strings":["Centre for Autonomous Marine Operations and Systems (AMOS), Trondheim Biological Station, Department of Biology, Norwegian University of Science and Technology (NTNU), 7018 Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Centre for Autonomous Marine Operations and Systems (AMOS), Trondheim Biological Station, Department of Biology, Norwegian University of Science and Technology (NTNU), 7018 Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047395938","display_name":"Geir Johnsen","orcid":"https://orcid.org/0000-0002-2463-5903"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Geir Johnsen","raw_affiliation_strings":["Centre for Autonomous Marine Operations and Systems (AMOS), Trondheim Biological Station, Department of Biology, Norwegian University of Science and Technology (NTNU), 7018 Trondheim, Norway","Department of Arctic Biology, University Centre in Svalbard (UNIS), 9170 Longyearbyen, Norway"],"affiliations":[{"raw_affiliation_string":"Centre for Autonomous Marine Operations and Systems (AMOS), Trondheim Biological Station, Department of Biology, Norwegian University of Science and Technology (NTNU), 7018 Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Arctic Biology, University Centre in Svalbard (UNIS), 9170 Longyearbyen, Norway","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086972190","display_name":"Aksel Alstad Mogstad","orcid":"https://orcid.org/0000-0003-2152-4746"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Aksel Mogstad","raw_affiliation_strings":["Centre for Autonomous Marine Operations and Systems (AMOS), Trondheim Biological Station, Department of Biology, Norwegian University of Science and Technology (NTNU), 7018 Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Centre for Autonomous Marine Operations and Systems (AMOS), Trondheim Biological Station, Department of Biology, Norwegian University of Science and Technology (NTNU), 7018 Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063562377","display_name":"H\u00e5vard Snefjell\u00e5 L\u00f8v\u00e5s","orcid":"https://orcid.org/0000-0002-4887-0860"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"H\u00e5vard L\u00f8v\u00e5s","raw_affiliation_strings":["Centre for Autonomous Marine Operations and Systems (AMOS), Department of Marine Technology, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Centre for Autonomous Marine Operations and Systems (AMOS), Department of Marine Technology, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024279113","display_name":"Glaucia M. Fragoso","orcid":"https://orcid.org/0000-0002-4497-2536"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Glaucia Fragoso","raw_affiliation_strings":["Centre for Autonomous Marine Operations and Systems (AMOS), Trondheim Biological Station, Department of Biology, Norwegian University of Science and Technology (NTNU), 7018 Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Centre for Autonomous Marine Operations and Systems (AMOS), Trondheim Biological Station, Department of Biology, Norwegian University of Science and Technology (NTNU), 7018 Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061308845","display_name":"J\u00f8rgen Berge","orcid":"https://orcid.org/0000-0003-0900-5679"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]},{"id":"https://openalex.org/I78037679","display_name":"UiT The Arctic University of Norway","ror":"https://ror.org/00wge5k78","country_code":"NO","type":"education","lineage":["https://openalex.org/I78037679"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"J\u00f8rgen Berge","raw_affiliation_strings":["Centre for Autonomous Marine Operations and Systems (AMOS), Trondheim Biological Station, Department of Biology, Norwegian University of Science and Technology (NTNU), 7018 Trondheim, Norway","Department of Arctic Biology, University Centre in Svalbard (UNIS), 9170 Longyearbyen, Norway","Faculty of Biosciences, Fisheries and Economics, Arctic University of Norway (UiT), 9037 Troms\u00f8, Norway"],"affiliations":[{"raw_affiliation_string":"Centre for Autonomous Marine Operations and Systems (AMOS), Trondheim Biological Station, Department of Biology, Norwegian University of Science and Technology (NTNU), 7018 Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Arctic Biology, University Centre in Svalbard (UNIS), 9170 Longyearbyen, Norway","institution_ids":[]},{"raw_affiliation_string":"Faculty of Biosciences, Fisheries and Economics, Arctic University of Norway (UiT), 9037 Troms\u00f8, Norway","institution_ids":["https://openalex.org/I78037679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074790257"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.3952,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.92126872,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"14","issue":"6","first_page":"1325","last_page":"1325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10341","display_name":"Coral and Marine Ecosystems Studies","score":0.9930999875068665,"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":0.9930999875068665,"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/T11387","display_name":"Ichthyology and Marine Biology","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/T10659","display_name":"Marine animal studies overview","score":0.9728999733924866,"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/environmental-science","display_name":"Environmental science","score":0.7160699367523193},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7035118341445923},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.6691030263900757},{"id":"https://openalex.org/keywords/remotely-operated-vehicle","display_name":"Remotely operated vehicle","score":0.6221300363540649},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.5641559362411499},{"id":"https://openalex.org/keywords/remotely-operated-underwater-vehicle","display_name":"Remotely operated underwater vehicle","score":0.533424973487854},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.32498955726623535},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.18884116411209106},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.17349570989608765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0757843554019928}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7160699367523193},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7035118341445923},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.6691030263900757},{"id":"https://openalex.org/C64228939","wikidata":"https://www.wikidata.org/wiki/Q618465","display_name":"Remotely operated vehicle","level":2,"score":0.6221300363540649},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.5641559362411499},{"id":"https://openalex.org/C145424490","wikidata":"https://www.wikidata.org/wiki/Q618465","display_name":"Remotely operated underwater vehicle","level":4,"score":0.533424973487854},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.32498955726623535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18884116411209106},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17349570989608765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0757843554019928},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.0},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs14061325","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14061325","pdf_url":"https://www.mdpi.com/2072-4292/14/6/1325/pdf?version=1646826120","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:61b80b6088444120ad2a918d56ce0636","is_oa":true,"landing_page_url":"https://doaj.org/article/61b80b6088444120ad2a918d56ce0636","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 6, p 1325 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/6/1325/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14061325","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 6; Pages: 1325","raw_type":"Text"},{"id":"pmh:oai:munin.uit.no:10037/26269","is_oa":true,"landing_page_url":"https://hdl.handle.net/10037/26269","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"info:eu-repo/semantics/article"},{"id":"pmh:oai:ntnuopen.ntnu.no:11250/3040870","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3040870","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"11","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":{"id":"doi:10.3390/rs14061325","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14061325","pdf_url":"https://www.mdpi.com/2072-4292/14/6/1325/pdf?version=1646826120","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":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.8600000143051147}],"awards":[{"id":"https://openalex.org/G1427306281","display_name":null,"funder_award_id":"276730","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G2123720130","display_name":null,"funder_award_id":"27673","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G2565145650","display_name":null,"funder_award_id":"223254 (AMOS)","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G3184727467","display_name":null,"funder_award_id":"315514","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G3748656914","display_name":null,"funder_award_id":"Norway","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G4556474328","display_name":null,"funder_award_id":"Arctic ABC","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G613757393","display_name":null,"funder_award_id":"22325","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G7131087358","display_name":null,"funder_award_id":"245923","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G7688019581","display_name":null,"funder_award_id":"223254","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220867473.pdf","grobid_xml":"https://content.openalex.org/works/W4220867473.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1532277220","https://openalex.org/W2012210411","https://openalex.org/W2067590871","https://openalex.org/W2237604562","https://openalex.org/W2546644924","https://openalex.org/W2766955125","https://openalex.org/W2772113366","https://openalex.org/W2772738902","https://openalex.org/W2793846146","https://openalex.org/W2801756535","https://openalex.org/W2923304905","https://openalex.org/W3081662690","https://openalex.org/W3106706421","https://openalex.org/W3168491945","https://openalex.org/W3197514327","https://openalex.org/W3212972971","https://openalex.org/W4233622497","https://openalex.org/W4245051166"],"related_works":["https://openalex.org/W2071768959","https://openalex.org/W2746169463","https://openalex.org/W2927959334","https://openalex.org/W4382394583","https://openalex.org/W4386066124","https://openalex.org/W2290286193","https://openalex.org/W2072275629","https://openalex.org/W4319442894","https://openalex.org/W2079693677","https://openalex.org/W4372267671"],"abstract_inverted_index":{"We":[0],"describe":[1],"an":[2,9],"Underwater":[3],"Hyperspectral":[4],"Imager":[5],"(UHI)":[6],"deployed":[7],"on":[8,106],"instrument-carrying":[10],"platform":[11],"consisting":[12],"of":[13,25,56,78,81,116,120,144,149,189,197],"two":[14,67],"interconnected":[15],"mini-ROVs":[16],"(Remotely":[17],"Operated":[18],"Vehicle)":[19],"for":[20,100,162],"the":[21,33,50,57,70,93,117,121,142,156],"mapping":[22],"and":[23,44,53,84,134,146,165,180,182],"monitoring":[24],"Arctic":[26,58],"macroalgal":[27,178],"habitats":[28],"in":[29,92,110,141,187],"Kongsfjorden":[30],"(Svalbard)":[31],"during":[32],"Polar":[34,59],"Night.":[35,60],"The":[36,61,109,152],"mini-ROV-UHI":[37],"system":[38,62],"is":[39,192],"easy":[40],"to":[41,95,184,194],"transport,":[42],"assemble":[43],"deploy":[45],"from":[46,155],"shore,":[47],"even":[48],"under":[49],"dark,":[51],"icy":[52],"cold":[54],"conditions":[55],"can":[63],"be":[64],"operated":[65],"by":[66],"persons,":[68],"keeping":[69],"operational":[71],"costs":[72],"low.":[73],"In":[74],"vivo":[75],"hyperspectral":[76],"reflectance":[77],"collected":[79,153],"specimens":[80,154],"brown,":[82],"red":[83,132],"green":[85,135],"macroalgae":[86],"was":[87],"measured":[88],"with":[89,138],"a":[90,97,195],"spectrometer":[91],"lab":[94],"provide":[96],"spectral":[98,147],"library":[99],"supervised":[101],"pigment":[102],"group":[103],"classification":[104],"based":[105],"UHI":[107,171],"photomosaics.":[108],"situ":[111],"UHI-photomosaics":[112],"provided":[113],"detailed":[114],"information":[115,176],"areal":[118],"coverage":[119],"seafloor":[122],"substrate":[123],"(16%),":[124],"as":[125,127],"well":[126],"brown":[128],"(51%":[129],"habitat":[130],"cover),":[131],"(18%),":[133],"(14%)":[136],"macroalgae,":[137],"spatial":[139],"resolution":[140,148],"range":[143],"cm":[145],"2":[150],"nm.":[151],"mapped":[157],"area":[158],"were":[159],"also":[160],"used":[161],"species":[163],"identification":[164],"health":[166],"state":[167],"evaluation.":[168],"This":[169],"innovative":[170],"sampling":[172],"method":[173],"provides":[174],"significant":[175],"about":[177],"distribution":[179],"physiology,":[181],"due":[183],"its":[185],"flexibility":[186],"terms":[188],"deployment,":[190],"it":[191],"applicable":[193],"variety":[196],"environments.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2022-04-03T00:00:00"}