{"id":"https://openalex.org/W4394897010","doi":"https://doi.org/10.1109/lgrs.2024.3390568","title":"Automated Reference Points Selection for InSAR Time Series Analysis on Segmented Wetlands","display_name":"Automated Reference Points Selection for InSAR Time Series Analysis on Segmented Wetlands","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394897010","doi":"https://doi.org/10.1109/lgrs.2024.3390568"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2024.3390568","is_oa":true,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3390568","pdf_url":"https://ieeexplore.ieee.org/ielx7/8859/4357975/10504695.pdf","source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/8859/4357975/10504695.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004971166","display_name":"Boya Zhang","orcid":"https://orcid.org/0000-0002-6860-2054"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Boya Zhang","raw_affiliation_strings":["School of Engineering, University of California at Merced, Merced, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-6860-2054","affiliations":[{"raw_affiliation_string":"School of Engineering, University of California at Merced, Merced, CA, USA","institution_ids":["https://openalex.org/I156087764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011542168","display_name":"Erin L. Hestir","orcid":"https://orcid.org/0000-0002-4673-5745"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erin Hestir","raw_affiliation_strings":["School of Engineering, University of California at Merced, Merced, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of California at Merced, Merced, CA, USA","institution_ids":["https://openalex.org/I156087764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075714575","display_name":"Zhang Yunjun","orcid":"https://orcid.org/0000-0001-9441-7082"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhang Yunjun","raw_affiliation_strings":["Seismological Laboratory, California Institute of Technology, Pasadena, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seismological Laboratory, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047928934","display_name":"Matthew E. Reiter","orcid":"https://orcid.org/0000-0002-0587-786X"},"institutions":[{"id":"https://openalex.org/I1294537935","display_name":"Point Blue Conservation Science","ror":"https://ror.org/03sn6yr77","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1294537935"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew E. Reiter","raw_affiliation_strings":["Point Blue Conservation Science, Petaluma, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Point Blue Conservation Science, Petaluma, CA, USA","institution_ids":["https://openalex.org/I1294537935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029143767","display_name":"Joshua H. Viers","orcid":"https://orcid.org/0000-0001-7957-7942"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua H. Viers","raw_affiliation_strings":["School of Engineering, University of California at Merced, Merced, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of California at Merced, Merced, CA, USA","institution_ids":["https://openalex.org/I156087764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089013067","display_name":"Danica Schaffer\u2010Smith","orcid":"https://orcid.org/0000-0003-3896-1483"},"institutions":[{"id":"https://openalex.org/I1280640908","display_name":"The Nature Conservancy","ror":"https://ror.org/0563w1497","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1280640908"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danica Schaffer-Smith","raw_affiliation_strings":["Nature Conservancy, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nature Conservancy, Durham, NC, USA","institution_ids":["https://openalex.org/I1280640908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060924491","display_name":"Kristin A. Sesser","orcid":"https://orcid.org/0000-0003-2761-7388"},"institutions":[{"id":"https://openalex.org/I1294537935","display_name":"Point Blue Conservation Science","ror":"https://ror.org/03sn6yr77","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1294537935"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristin Sesser","raw_affiliation_strings":["Point Blue Conservation Science, Petaluma, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Point Blue Conservation Science, Petaluma, CA, USA","institution_ids":["https://openalex.org/I1294537935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020777606","display_name":"Talib Oliver\u2010Cabrera","orcid":"https://orcid.org/0000-0002-2315-4710"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Talib Oliver-Cabrera","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2315-4710","affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4826,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.7906468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9370999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9370999932289124,"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/interferometric-synthetic-aperture-radar","display_name":"Interferometric synthetic aperture radar","score":0.8020281791687012},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6576352715492249},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.649286150932312},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.631349503993988},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6027114391326904},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5687243938446045},{"id":"https://openalex.org/keywords/wetland","display_name":"Wetland","score":0.5368427038192749},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5149744153022766},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3699806332588196},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26312869787216187},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21776482462882996},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19750869274139404}],"concepts":[{"id":"https://openalex.org/C22286887","wikidata":"https://www.wikidata.org/wiki/Q1666056","display_name":"Interferometric synthetic aperture radar","level":3,"score":0.8020281791687012},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6576352715492249},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.649286150932312},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.631349503993988},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6027114391326904},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5687243938446045},{"id":"https://openalex.org/C67715294","wikidata":"https://www.wikidata.org/wiki/Q170321","display_name":"Wetland","level":2,"score":0.5368427038192749},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5149744153022766},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3699806332588196},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26312869787216187},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21776482462882996},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19750869274139404},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2024.3390568","is_oa":true,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3390568","pdf_url":"https://ieeexplore.ieee.org/ielx7/8859/4357975/10504695.pdf","source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/lgrs.2024.3390568","is_oa":true,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3390568","pdf_url":"https://ieeexplore.ieee.org/ielx7/8859/4357975/10504695.pdf","source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8299999833106995,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G6202264967","display_name":null,"funder_award_id":"80NSSC22K0935","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320322037","display_name":"Nuclear Safety and Security Commission","ror":"https://ror.org/05qk3ge34"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394897010.pdf","grobid_xml":"https://content.openalex.org/works/W4394897010.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2018376694","https://openalex.org/W2152189873","https://openalex.org/W2534845115","https://openalex.org/W2801602686","https://openalex.org/W2801996741","https://openalex.org/W2922064494","https://openalex.org/W2976715433","https://openalex.org/W3012477797","https://openalex.org/W3082490771","https://openalex.org/W3121642315","https://openalex.org/W3137054476","https://openalex.org/W3200683342","https://openalex.org/W4206085500","https://openalex.org/W4387828974","https://openalex.org/W6687896730"],"related_works":["https://openalex.org/W2381193838","https://openalex.org/W2383007022","https://openalex.org/W2790032735","https://openalex.org/W3206958763","https://openalex.org/W2159160885","https://openalex.org/W2148958581","https://openalex.org/W2192249243","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":{"Interferometric":[0],"Synthetic":[1],"Aperture":[2],"Radar":[3],"(InSAR)":[4],"time":[5,78],"series":[6,79],"analysis":[7],"is":[8,55],"a":[9,56,66,139],"powerful":[10],"technique":[11],"to":[12,40,48,69,100,182,188,196],"estimate":[13],"long-term":[14],"water":[15,134,141,154,190],"level":[16],"changes":[17,156],"in":[18,38,123,146],"wetlands":[19,28],"ecosystems.":[20],"However,":[21],"few":[22],"studies":[23],"have":[24],"applied":[25,195],"InSAR":[26,77,93,131,187,200],"on":[27,109],"that":[29],"are":[30],"highly":[31,113],"segmented":[32,114],"by":[33,53,86],"canals":[34],"and":[35,92,112,192],"levees":[36],"due":[37],"part":[39],"the":[41,72,107,118,124,130,152,184],"challenge":[42],"of":[43,90,103,151,160,186,199],"selecting":[44],"qualified":[45],"reference":[46,74,84,98],"points":[47,85],"minimize":[49],"unwrapping":[50],"errors,":[51],"which,":[52],"contrast,":[54],"relatively":[57],"easy":[58],"task":[59],"for":[60,76],"unsegmented":[61],"wetlands.":[62],"Here":[63],"we":[64],"developed":[65],"new":[67,177],"method":[68,82,108,169,179],"automatically":[70],"select":[71],"optimal":[73],"point":[75,99],"analysis.":[80],"The":[81,148],"selects":[83],"considering":[87],"temporal":[88],"behaviors":[89],"coherence":[91],"phase":[94],"connectivity":[95],"from":[96],"each":[97],"its":[101],"wetland":[102,115],"interest.":[104],"We":[105,128],"tested":[106],"six":[110],"managed":[111],"units":[116],"within":[117],"Sacramento":[119],"National":[120],"Wildlife":[121],"Refuge":[122],"Central":[125],"Valley,":[126],"California.":[127],"validated":[129],"measurement":[132],"against":[133],"depth":[135,142,155,191],"gauge":[136],"measurements":[137],"during":[138],"low":[140],"(<10":[143],"cm)":[144],"period":[145],"2017.":[147],"overall":[149],"accuracy":[150],"estimated":[153],"achieved":[157],"an":[158],"RMSE":[159,173],"1.49":[161],"cm.":[162],"Compared":[163],"with":[164],"three":[165],"existing":[166],"methods,":[167],"our":[168],"showed":[170],"significantly":[171],"lower":[172],"values":[174],"overall.":[175],"This":[176],"automatic":[178],"enables":[180],"us":[181],"maximize":[183],"performance":[185],"predict":[189],"could":[193],"be":[194],"other":[197],"types":[198],"applications":[201],"as":[202],"well.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
