{"id":"https://openalex.org/W2069909001","doi":"https://doi.org/10.1109/igarss.2013.6723091","title":"Mapping of seagrass and other benthic habitats in Bolinao, Pangasinan using Worldview-2 satellite image","display_name":"Mapping of seagrass and other benthic habitats in Bolinao, Pangasinan using Worldview-2 satellite image","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2069909001","doi":"https://doi.org/10.1109/igarss.2013.6723091","mag":"2069909001"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2013.6723091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2013.6723091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS","raw_type":"proceedings-article"},"type":"article","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/A5088993389","display_name":"A. M. Tamondong","orcid":null},"institutions":[{"id":"https://openalex.org/I87074743","display_name":"University of the Philippines Diliman","ror":"https://ror.org/03tbh6y23","country_code":"PH","type":"education","lineage":["https://openalex.org/I103911934","https://openalex.org/I87074743"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Ayin M. Tamondong","raw_affiliation_strings":["Department of Geodetic Engineering, University of the Philippines - Diliman","Dept. of Geodetic Eng., Univ. of the Philippines, Diliman, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geodetic Engineering, University of the Philippines - Diliman","institution_ids":["https://openalex.org/I87074743"]},{"raw_affiliation_string":"Dept. of Geodetic Eng., Univ. of the Philippines, Diliman, Philippines","institution_ids":["https://openalex.org/I87074743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000446052","display_name":"A. C. Blanco","orcid":"https://orcid.org/0000-0002-0489-9979"},"institutions":[{"id":"https://openalex.org/I87074743","display_name":"University of the Philippines Diliman","ror":"https://ror.org/03tbh6y23","country_code":"PH","type":"education","lineage":["https://openalex.org/I103911934","https://openalex.org/I87074743"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Ariel C. Blanco","raw_affiliation_strings":["Department of Geodetic Engineering, University of the Philippines - Diliman","Dept. of Geodetic Eng., Univ. of the Philippines, Diliman, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geodetic Engineering, University of the Philippines - Diliman","institution_ids":["https://openalex.org/I87074743"]},{"raw_affiliation_string":"Dept. of Geodetic Eng., Univ. of the Philippines, Diliman, Philippines","institution_ids":["https://openalex.org/I87074743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113661821","display_name":"Miguel D. Fortes","orcid":null},"institutions":[{"id":"https://openalex.org/I87074743","display_name":"University of the Philippines Diliman","ror":"https://ror.org/03tbh6y23","country_code":"PH","type":"education","lineage":["https://openalex.org/I103911934","https://openalex.org/I87074743"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Miguel D. Fortes","raw_affiliation_strings":["Marine Science Insititute, University of the Philippines - Diliman","Marine Sci. Insititute, Univ. of the Philippines, Diliman, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marine Science Insititute, University of the Philippines - Diliman","institution_ids":["https://openalex.org/I87074743"]},{"raw_affiliation_string":"Marine Sci. Insititute, Univ. of the Philippines, Diliman, Philippines","institution_ids":["https://openalex.org/I87074743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047929214","display_name":"Kazuo Nadaoka","orcid":"https://orcid.org/0000-0002-6670-2860"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuo Nadaoka","raw_affiliation_strings":["Department of Mechanical and Environmental Informatics, Tokyo Institute of Technology, Japan","Dept. of Mech. & Environ. Inf., Tokyo Inst. of Technol., Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Environmental Informatics, Tokyo Institute of Technology, Japan","institution_ids":["https://openalex.org/I114531698"]},{"raw_affiliation_string":"Dept. of Mech. & Environ. Inf., Tokyo Inst. of Technol., Tokyo, Japan","institution_ids":["https://openalex.org/I114531698"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.524,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.85234942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1579","last_page":"1582"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.7002000212669373,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing 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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.7002000212669373,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing 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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.6660000085830688,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.6563000082969666,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/seagrass","display_name":"Seagrass","score":0.815838098526001},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7463439702987671},{"id":"https://openalex.org/keywords/radiative-transfer","display_name":"Radiative transfer","score":0.667008101940155},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.6029541492462158},{"id":"https://openalex.org/keywords/atmospheric-radiative-transfer-codes","display_name":"Atmospheric radiative transfer codes","score":0.6023097038269043},{"id":"https://openalex.org/keywords/atmospheric-correction","display_name":"Atmospheric correction","score":0.5710976719856262},{"id":"https://openalex.org/keywords/spectral-resolution","display_name":"Spectral resolution","score":0.5262136459350586},{"id":"https://openalex.org/keywords/spectral-bands","display_name":"Spectral bands","score":0.5161486864089966},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4934781789779663},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.49105358123779297},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4542239010334015},{"id":"https://openalex.org/keywords/benthic-zone","display_name":"Benthic zone","score":0.42802631855010986},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3849862217903137},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.2069987654685974},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1942567229270935},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.19318926334381104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18738043308258057},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.18516099452972412},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.1387096345424652},{"id":"https://openalex.org/keywords/spectral-line","display_name":"Spectral line","score":0.10294550657272339},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.090250164270401}],"concepts":[{"id":"https://openalex.org/C2777400808","wikidata":"https://www.wikidata.org/wiki/Q646660","display_name":"Seagrass","level":3,"score":0.815838098526001},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7463439702987671},{"id":"https://openalex.org/C74902906","wikidata":"https://www.wikidata.org/wiki/Q1190858","display_name":"Radiative transfer","level":2,"score":0.667008101940155},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.6029541492462158},{"id":"https://openalex.org/C199390426","wikidata":"https://www.wikidata.org/wiki/Q2353151","display_name":"Atmospheric radiative transfer codes","level":3,"score":0.6023097038269043},{"id":"https://openalex.org/C2778329001","wikidata":"https://www.wikidata.org/wiki/Q4817104","display_name":"Atmospheric correction","level":3,"score":0.5710976719856262},{"id":"https://openalex.org/C124967146","wikidata":"https://www.wikidata.org/wiki/Q3457898","display_name":"Spectral resolution","level":3,"score":0.5262136459350586},{"id":"https://openalex.org/C114700698","wikidata":"https://www.wikidata.org/wiki/Q2882278","display_name":"Spectral bands","level":2,"score":0.5161486864089966},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4934781789779663},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.49105358123779297},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4542239010334015},{"id":"https://openalex.org/C83042747","wikidata":"https://www.wikidata.org/wiki/Q686881","display_name":"Benthic zone","level":2,"score":0.42802631855010986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3849862217903137},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2069987654685974},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1942567229270935},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19318926334381104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18738043308258057},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.18516099452972412},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.1387096345424652},{"id":"https://openalex.org/C4839761","wikidata":"https://www.wikidata.org/wiki/Q212111","display_name":"Spectral line","level":2,"score":0.10294550657272339},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.090250164270401},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss.2013.6723091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2013.6723091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS","raw_type":"proceedings-article"},{"id":"pmh:oai:t2r2.star.titech.ac.jp:50503934","is_oa":false,"landing_page_url":"http://t2r2.star.titech.ac.jp/cgi-bin/publicationinfo.cgi?q_publication_content_number=CTT100812264","pdf_url":null,"source":{"id":"https://openalex.org/S4377196385","display_name":"Tokyo Tech Research Repository (Tokyo Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114531698","host_organization_name":"Tokyo Institute of Technology","host_organization_lineage":["https://openalex.org/I114531698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W21019869","https://openalex.org/W271720005","https://openalex.org/W624491799","https://openalex.org/W1595535338","https://openalex.org/W1971689326","https://openalex.org/W1990367392","https://openalex.org/W2039114508","https://openalex.org/W2103370314","https://openalex.org/W2104538207","https://openalex.org/W2105012295","https://openalex.org/W2152686492","https://openalex.org/W2289799459","https://openalex.org/W3109465270","https://openalex.org/W3121407961","https://openalex.org/W4239389496","https://openalex.org/W4297877709","https://openalex.org/W6620034214","https://openalex.org/W6633286617","https://openalex.org/W6675460666","https://openalex.org/W6675551443"],"related_works":["https://openalex.org/W2167263753","https://openalex.org/W2143186667","https://openalex.org/W2381384492","https://openalex.org/W2059779803","https://openalex.org/W1975272673","https://openalex.org/W2104924768","https://openalex.org/W2084145074","https://openalex.org/W2051466955","https://openalex.org/W2233979110","https://openalex.org/W2591774339"],"abstract_inverted_index":{"The":[0,79],"objective":[1],"of":[2,10,29,44,52,58,72,88,94],"this":[3,66,159],"research":[4,67],"is":[5,227],"to":[6,39,47,110,128,189,280,296],"determine":[7],"the":[8,36,45,56,59,84,91,95,111,142,242,248,254,258,282,305],"suitability":[9],"Worldview-2":[11,24,70],"high":[12],"resolution":[13],"multispectral":[14],"data":[15],"in":[16,65,90,139,158,178,191,224],"classifying":[17],"and":[18,50,104,156,167,186,200,237,240,302,310],"mapping":[19,49],"benthic":[20,53,195],"habitats,":[21],"specifically":[22],"seagrass.":[23],"offers":[25],"an":[26],"increased":[27,289],"number":[28],"spectral":[30,173,181,208],"bands":[31,239],"for":[32,229],"high-resolution":[33],"image,":[34],"from":[35,294],"traditional":[37],"4bands":[38],"8":[40],"bands.":[41],"It":[42],"boasts":[43],"ability":[46],"enhance":[48],"monitoring":[51],"habitats":[54],"with":[55,308],"addition":[57],"Coastal":[60],"Band.":[61],"This":[62],"was":[63,126,137,175,278],"investigated":[64],"using":[68,141,177,213,299],"a":[69,116,214],"image":[71,192],"Bolinao,":[73,82],"Pangasinan":[74],"acquired":[75],"on":[76,183,207,211],"March":[77],"2010.":[78],"study":[80],"site,":[81],"has":[83],"highest":[85,249],"single":[86],"concentration":[87],"seagrass":[89],"northern":[92],"part":[93],"Philippines.":[96],"To":[97],"achieve":[98],"more":[99],"accurate":[100,131],"results,":[101],"geometric,":[102],"atmospheric":[103],"water":[105,150],"column":[106,151],"corrections":[107],"were":[108,154],"applied":[109,155],"images.":[112],"For":[113],"geometric":[114],"correction,":[115],"Differential":[117],"Global":[118],"Positioning":[119],"System":[120],"Topcon":[121],"Hiper":[122],"Ga":[123],"model":[124,271],"receiver":[125],"used":[127],"obtain":[129],"highly":[130],"ground":[132],"control":[133],"points.":[134],"Atmospheric":[135,145],"correction":[136,152],"performed":[138],"ENVI":[140,225],"Fast":[143],"Line-of-Sight":[144],"Analysis":[146],"(FLAASH)":[147],"model.":[148],"Three":[149],"models":[153],"compared":[157],"research,":[160],"Lyzenga's":[161,269],"Optical":[162],"Model,":[163],"Stumpf's":[164,261,290],"Ratio":[165,262],"Model":[166,246,263],"Simple":[168,243],"Radiative":[169,244],"Transfer":[170,245],"Model.":[171],"A":[172],"library":[174],"created":[176],"situ":[179],"reflected":[180],"radiances":[182],"both":[184],"submerged":[185],"emerged":[187],"vegetation":[188],"aid":[190],"classification.":[193],"Different":[194],"covers,":[196],"seagrass,":[197],"sand,":[198],"corals":[199],"rocks":[201],"are":[202],"significantly":[203],"separable":[204],"spectrally":[205],"based":[206],"signatures":[209],"obtained":[210],"field":[212],"USB":[215],"4000":[216],"Fiber":[217],"Optic":[218],"Spectrometer.":[219],"Maximum":[220],"likelihood":[221],"supervised":[222],"classification":[223,255,283],"4.8":[226],"utilized":[228],"mapping.":[230],"Using":[231,257,285],"Worldview":[232],"2's":[233],"coastal,":[234],"green,":[235],"yellow":[236],"red":[238],"applying":[241],"produced":[247,264],"overall":[250,266,292,306],"accuracy":[251,267,307],"(88.3%)":[252],"among":[253],"results.":[256],"same":[259],"bands,":[260],"87.84%":[265,295],"while":[268,298],"optical":[270],"achieved":[272],"75.54%.":[273],"Moran's":[274],"I":[275],"spatial":[276],"autocorrelation":[277],"implemented":[279],"increase":[281],"accuracy.":[284],"lag":[286],"1":[287],"slightly":[288],"Model's":[291],"accuracy,":[293],"88.08%":[297],"lags":[300],"5":[301],"10":[303],"decreased":[304],"83.91%":[309],"84.25%":[311],"respectively.":[312]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
