{"id":"https://openalex.org/W2106295728","doi":"https://doi.org/10.1109/tgrs.2008.2005732","title":"Bathymetric Retrieval From Hyperspectral Imagery Using Manifold Coordinate Representations","display_name":"Bathymetric Retrieval From Hyperspectral Imagery Using Manifold Coordinate Representations","publication_year":2009,"publication_date":"2009-02-20","ids":{"openalex":"https://openalex.org/W2106295728","doi":"https://doi.org/10.1109/tgrs.2008.2005732","mag":"2106295728"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2008.2005732","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2008.2005732","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-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/A5066498899","display_name":"Charles M. Bachmann","orcid":"https://orcid.org/0000-0002-3466-0483"},"institutions":[{"id":"https://openalex.org/I1288214837","display_name":"United States Naval Research Laboratory","ror":"https://ror.org/04d23a975","country_code":"US","type":"facility","lineage":["https://openalex.org/I1288214837","https://openalex.org/I1330347796","https://openalex.org/I175003984","https://openalex.org/I3130687028"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"C.M. Bachmann","raw_affiliation_strings":["Remote Sensing Division (Code 7263), Naval Research Laboratory, Inc., Washington D.C., DC, USA","Remote Sensing Div. (Code 7232), Naval Res. Lab., Washington, DC"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Division (Code 7263), Naval Research Laboratory, Inc., Washington D.C., DC, USA","institution_ids":["https://openalex.org/I1288214837"]},{"raw_affiliation_string":"Remote Sensing Div. (Code 7232), Naval Res. Lab., Washington, DC","institution_ids":["https://openalex.org/I1288214837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046824643","display_name":"Thomas L. Ainsworth","orcid":"https://orcid.org/0000-0002-6269-0882"},"institutions":[{"id":"https://openalex.org/I4210117728","display_name":"Center For Remote Sensing (United States)","ror":"https://ror.org/021wvg932","country_code":"US","type":"company","lineage":["https://openalex.org/I4210117728"]},{"id":"https://openalex.org/I1288214837","display_name":"United States Naval Research Laboratory","ror":"https://ror.org/04d23a975","country_code":"US","type":"facility","lineage":["https://openalex.org/I1288214837","https://openalex.org/I1330347796","https://openalex.org/I175003984","https://openalex.org/I3130687028"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T.L. Ainsworth","raw_affiliation_strings":["Remote Sensing Division (Code 7263), Washington D.C., DC, USA","Remote Sensing Div. (Code 7263), Naval Res. Lab., Washington, DC"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Division (Code 7263), Washington D.C., DC, USA","institution_ids":["https://openalex.org/I4210117728"]},{"raw_affiliation_string":"Remote Sensing Div. (Code 7263), Naval Res. Lab., Washington, DC","institution_ids":["https://openalex.org/I1288214837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007192083","display_name":"Robert A. Fusina","orcid":null},"institutions":[{"id":"https://openalex.org/I1288214837","display_name":"United States Naval Research Laboratory","ror":"https://ror.org/04d23a975","country_code":"US","type":"facility","lineage":["https://openalex.org/I1288214837","https://openalex.org/I1330347796","https://openalex.org/I175003984","https://openalex.org/I3130687028"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R.A. Fusina","raw_affiliation_strings":["Remote Sensing Division (Code 7263), Naval Research Laboratory, Inc., Washington D.C., DC, USA","Remote Sensing Div. (Code 7232), Naval Res. Lab., Washington, DC"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Division (Code 7263), Naval Research Laboratory, Inc., Washington D.C., DC, USA","institution_ids":["https://openalex.org/I1288214837"]},{"raw_affiliation_string":"Remote Sensing Div. (Code 7232), Naval Res. Lab., Washington, DC","institution_ids":["https://openalex.org/I1288214837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038496393","display_name":"Marcos J. Montes","orcid":"https://orcid.org/0000-0002-4725-5380"},"institutions":[{"id":"https://openalex.org/I1288214837","display_name":"United States Naval Research Laboratory","ror":"https://ror.org/04d23a975","country_code":"US","type":"facility","lineage":["https://openalex.org/I1288214837","https://openalex.org/I1330347796","https://openalex.org/I175003984","https://openalex.org/I3130687028"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M.J. Montes","raw_affiliation_strings":["Remote Sensing Division (Code 7263), Naval Research Laboratory, Inc., Washington D.C., DC, USA","Remote Sensing Div. (Code 7232), Naval Res. Lab., Washington, DC"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Division (Code 7263), Naval Research Laboratory, Inc., Washington D.C., DC, USA","institution_ids":["https://openalex.org/I1288214837"]},{"raw_affiliation_string":"Remote Sensing Div. (Code 7232), Naval Res. Lab., Washington, DC","institution_ids":["https://openalex.org/I1288214837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016057298","display_name":"Jeffrey H. Bowles","orcid":"https://orcid.org/0000-0003-0193-1109"},"institutions":[{"id":"https://openalex.org/I1288214837","display_name":"United States Naval Research Laboratory","ror":"https://ror.org/04d23a975","country_code":"US","type":"facility","lineage":["https://openalex.org/I1288214837","https://openalex.org/I1330347796","https://openalex.org/I175003984","https://openalex.org/I3130687028"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J.H. Bowles","raw_affiliation_strings":["Remote Sensing Division (Code 7231), Naval Research Laboratory, Inc., Washington D.C., DC, USA","Remote Sensing Div. (Code 7231), Naval Res. Lab., Washington, DC"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Division (Code 7231), Naval Research Laboratory, Inc., Washington D.C., DC, USA","institution_ids":["https://openalex.org/I1288214837"]},{"raw_affiliation_string":"Remote Sensing Div. (Code 7231), Naval Res. Lab., Washington, DC","institution_ids":["https://openalex.org/I1288214837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109178046","display_name":"D. Korwan","orcid":null},"institutions":[{"id":"https://openalex.org/I1288214837","display_name":"United States Naval Research Laboratory","ror":"https://ror.org/04d23a975","country_code":"US","type":"facility","lineage":["https://openalex.org/I1288214837","https://openalex.org/I1330347796","https://openalex.org/I175003984","https://openalex.org/I3130687028"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D.R. Korwan","raw_affiliation_strings":["Remote Sensing Division (Code 7231), Naval Research Laboratory, Inc., Washington D.C., DC, USA","Remote Sensing Div. (Code 7231), Naval Res. Lab., Washington, DC"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Division (Code 7231), Naval Research Laboratory, Inc., Washington D.C., DC, USA","institution_ids":["https://openalex.org/I1288214837"]},{"raw_affiliation_string":"Remote Sensing Div. (Code 7231), Naval Res. Lab., Washington, DC","institution_ids":["https://openalex.org/I1288214837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015492806","display_name":"David Gillis","orcid":"https://orcid.org/0000-0002-8319-9419"},"institutions":[{"id":"https://openalex.org/I1288214837","display_name":"United States Naval Research Laboratory","ror":"https://ror.org/04d23a975","country_code":"US","type":"facility","lineage":["https://openalex.org/I1288214837","https://openalex.org/I1330347796","https://openalex.org/I175003984","https://openalex.org/I3130687028"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D.B. Gillis","raw_affiliation_strings":["Remote Sensing Division (Code 7231), Naval Research Laboratory, Inc., Washington D.C., DC, USA","Remote Sensing Div. (Code 7231), Naval Res. Lab., Washington, DC"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Division (Code 7231), Naval Research Laboratory, Inc., Washington D.C., DC, USA","institution_ids":["https://openalex.org/I1288214837"]},{"raw_affiliation_string":"Remote Sensing Div. (Code 7231), Naval Res. Lab., Washington, DC","institution_ids":["https://openalex.org/I1288214837"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5066498899"],"corresponding_institution_ids":["https://openalex.org/I1288214837"],"apc_list":null,"apc_paid":null,"fwci":6.851,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.96725561,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"47","issue":"3","first_page":"884","last_page":"897"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9939000010490417,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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":0.7892417907714844},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.6699835658073425},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6639047265052795},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.6499729156494141},{"id":"https://openalex.org/keywords/lookup-table","display_name":"Lookup table","score":0.5917946696281433},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5663015246391296},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.519710123538971},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5049548745155334},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.4390968680381775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41173624992370605},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37841513752937317},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3328641653060913},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.3002709150314331},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.24390017986297607},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.14636176824569702}],"concepts":[{"id":"https://openalex.org/C174943157","wikidata":"https://www.wikidata.org/wiki/Q810826","display_name":"Bathymetry","level":2,"score":0.7892417907714844},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.6699835658073425},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6639047265052795},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.6499729156494141},{"id":"https://openalex.org/C134835016","wikidata":"https://www.wikidata.org/wiki/Q690265","display_name":"Lookup table","level":2,"score":0.5917946696281433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5663015246391296},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.519710123538971},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5049548745155334},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.4390968680381775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41173624992370605},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37841513752937317},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3328641653060913},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.3002709150314331},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.24390017986297607},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.14636176824569702},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2008.2005732","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2008.2005732","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311400","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W98277509","https://openalex.org/W1555549210","https://openalex.org/W1564498658","https://openalex.org/W1582058549","https://openalex.org/W1603416030","https://openalex.org/W1764128076","https://openalex.org/W1851603572","https://openalex.org/W1869912584","https://openalex.org/W1933779952","https://openalex.org/W1964887893","https://openalex.org/W1970673506","https://openalex.org/W1991940655","https://openalex.org/W2001141328","https://openalex.org/W2022059464","https://openalex.org/W2030139686","https://openalex.org/W2030882587","https://openalex.org/W2049816125","https://openalex.org/W2058499576","https://openalex.org/W2065325604","https://openalex.org/W2067653716","https://openalex.org/W2070956770","https://openalex.org/W2104568206","https://openalex.org/W2104596872","https://openalex.org/W2105935820","https://openalex.org/W2107222994","https://openalex.org/W2108571443","https://openalex.org/W2111282613","https://openalex.org/W2116842896","https://openalex.org/W2116938392","https://openalex.org/W2130415283","https://openalex.org/W2131367288","https://openalex.org/W2133085327","https://openalex.org/W2133353983","https://openalex.org/W2134474673","https://openalex.org/W2136625467","https://openalex.org/W2148415967","https://openalex.org/W2156287497","https://openalex.org/W2159874418","https://openalex.org/W2160309824","https://openalex.org/W2168707907","https://openalex.org/W2169528473","https://openalex.org/W2169939759","https://openalex.org/W2203042183","https://openalex.org/W2226992820","https://openalex.org/W2999905431","https://openalex.org/W4285719527","https://openalex.org/W6633261909","https://openalex.org/W6634825034","https://openalex.org/W6639114449","https://openalex.org/W6639263925","https://openalex.org/W6687863510","https://openalex.org/W6689014226"],"related_works":["https://openalex.org/W2375574759","https://openalex.org/W2383239174","https://openalex.org/W3088634662","https://openalex.org/W117517268","https://openalex.org/W3162910294","https://openalex.org/W2539700568","https://openalex.org/W2931531042","https://openalex.org/W1489327846","https://openalex.org/W4287375746","https://openalex.org/W3124275785"],"abstract_inverted_index":{"In":[0,108,192],"this":[1,138,183,190,193,243],"paper,":[2,159,194],"we":[3,195],"examine":[4],"the":[5,34,76,104,109,130,149,154,157,160,186,197,203,214,226,248,266],"accuracy":[6],"of":[7,15,57,68,78,86,92,103,156,162,225,242,256,265],"manifold":[8,84,95],"coordinate":[9],"representations":[10],"as":[11],"a":[12,16,30,53,79,87,100,141,222,240],"reduced":[13,80],"representation":[14,82],"hyperspectral":[17,211],"imagery":[18],"(HSI)":[19],"lookup":[20],"table":[21],"(LUT)":[22],"for":[23,36,40,125,189,207,239],"bathymetry":[24],"retrieval.":[25],"We":[26],"also":[27,165],"explore":[28],"on":[29,75],"more":[31],"limited":[32],"basis":[33],"potential":[35,187],"using":[37,199],"these":[38,116],"coordinates":[39,47,85,96,117],"modeling":[41],"other":[42],"in":[43,66,83,112,137,148,168,182,219,252,273],"water":[44,69],"properties.":[45],"Manifold":[46],"are":[48,52,64,97],"chosen":[49],"because":[50],"they":[51],"data-driven":[54],"intrinsic":[55],"set":[56,91],"coordinates,":[58],"which":[59],"naturally":[60],"parameterize":[61],"nonlinearities":[62],"that":[63,262],"present":[65,110,158],"HSI":[67],"scenes.":[70],"The":[71,94],"approach":[72,198],"is":[73,268],"based":[74],"extraction":[77],"dimensionality":[81],"sufficiently":[88],"large":[89],"representative":[90,131,150],"HSI.":[93],"derived":[98],"from":[99,140],"scalable":[101],"version":[102],"isometric":[105],"mapping":[106],"algorithm.":[107],"and":[111,144,178],"our":[113],"earlier":[114],"works,":[115],"were":[118,237],"used":[119],"to":[120,170],"establish":[121],"an":[122],"interpolating":[123],"LUT":[124],"bathymetric":[126],"retrieval":[127,274],"by":[128,173,202],"associating":[129],"data":[132,200,236],"with":[133,270],"ground":[134],"truth":[135],"data,":[136],"case":[139],"Light":[142],"Detection":[143],"Ranging":[145],"(LIDAR)":[146],"estimate":[147],"area.":[151],"While":[152],"not":[153],"focus":[155],"compression":[161,264],"LUTs":[163,171,267],"could":[164],"be":[166],"applied,":[167],"principle,":[169],"generated":[172],"forward":[174],"radiative":[175],"transfer":[176],"models,":[177],"some":[179,253],"preliminary":[180],"work":[181],"regard":[184],"confirms":[185],"utility":[188],"application.":[191],"analyze":[196],"acquired":[201],"Portable":[204],"Hyperspectral":[205],"Imager":[206],"Low-Light":[208],"Spectroscopy":[209],"(PHILLS)":[210],"camera":[212],"over":[213],"Indian":[215],"River":[216],"Lagoon,":[217],"Florida,":[218],"2004.":[220],"Within":[221],"few":[223],"months":[224],"PHILLS":[227],"overflights,":[228],"Scanning":[229],"Hydrographic":[230],"Operational":[231],"Airborne":[232],"LIDAR":[233,235],"Survey":[234],"obtained":[238],"portion":[241],"study":[244],"area,":[245],"principally":[246],"covering":[247],"beach":[249],"zone":[250],"and,":[251],"instances,":[254],"portions":[255],"contiguous":[257],"river":[258],"channels.":[259],"Results":[260],"demonstrate":[261],"significant":[263],"possible":[269],"little":[271],"loss":[272],"accuracy.":[275]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
