{"id":"https://openalex.org/W2548467950","doi":"https://doi.org/10.1109/igarss.2016.7729249","title":"Supervised classification using polarimetric SAR decomposition parameters to detect anomalies on earthen levees","display_name":"Supervised classification using polarimetric SAR decomposition parameters to detect anomalies on earthen levees","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2548467950","doi":"https://doi.org/10.1109/igarss.2016.7729249","mag":"2548467950"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2016.7729249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2016.7729249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 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/A5012763186","display_name":"Ramakalavathi Marapareddy","orcid":"https://orcid.org/0000-0002-7329-7218"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramakalavathi Marapareddy","raw_affiliation_strings":["Center for Advanced Vehicular Systems, Mississippi State University, MS, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Vehicular Systems, Mississippi State University, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081614551","display_name":"James V. Aanstoos","orcid":"https://orcid.org/0000-0002-3594-4189"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James V. Aanstoos","raw_affiliation_strings":["Geosystems Research Institute, Mississippi State University, MS, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geosystems Research Institute, Mississippi State University, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075380767","display_name":"Nicolas H. Younan","orcid":"https://orcid.org/0000-0003-0815-5173"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicolas H. Younan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Mississippi State University, MS, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Mississippi State University, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103103246","display_name":"L.M. Bruce","orcid":"https://orcid.org/0000-0002-9380-1143"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lori M. Bruce","raw_affiliation_strings":["Graduate School, Mississippi State University, MS, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School, Mississippi State University, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99041443"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.26203142,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"983","last_page":"986"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T10535","display_name":"Landslides and related hazards","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/levee","display_name":"Levee","score":0.885011613368988},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.6557922959327698},{"id":"https://openalex.org/keywords/wishart-distribution","display_name":"Wishart distribution","score":0.6082862019538879},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6022345423698425},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.5253241062164307},{"id":"https://openalex.org/keywords/polarimetry","display_name":"Polarimetry","score":0.49959707260131836},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.4970429241657257},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.4661518335342407},{"id":"https://openalex.org/keywords/flooding","display_name":"Flooding (psychology)","score":0.4531283378601074},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.4364221692085266},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.19658887386322021},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.1597295105457306},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13705146312713623}],"concepts":[{"id":"https://openalex.org/C115038398","wikidata":"https://www.wikidata.org/wiki/Q105190","display_name":"Levee","level":2,"score":0.885011613368988},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.6557922959327698},{"id":"https://openalex.org/C33962027","wikidata":"https://www.wikidata.org/wiki/Q1930697","display_name":"Wishart distribution","level":3,"score":0.6082862019538879},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6022345423698425},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5253241062164307},{"id":"https://openalex.org/C28493345","wikidata":"https://www.wikidata.org/wiki/Q899381","display_name":"Polarimetry","level":3,"score":0.49959707260131836},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.4970429241657257},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.4661518335342407},{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.4531283378601074},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.4364221692085266},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.19658887386322021},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.1597295105457306},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13705146312713623},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C191486275","wikidata":"https://www.wikidata.org/wiki/Q210028","display_name":"Scattering","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2016.7729249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2016.7729249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1606936601","https://openalex.org/W1968580171","https://openalex.org/W2015419866","https://openalex.org/W2078985447","https://openalex.org/W2133989913","https://openalex.org/W2163212477","https://openalex.org/W2534073698","https://openalex.org/W2535900549","https://openalex.org/W2620198721","https://openalex.org/W6738462457"],"related_works":["https://openalex.org/W2146312983","https://openalex.org/W2389605595","https://openalex.org/W1586339758","https://openalex.org/W3131856045","https://openalex.org/W2364482911","https://openalex.org/W2078787338","https://openalex.org/W2116891586","https://openalex.org/W2132065636","https://openalex.org/W2065601395","https://openalex.org/W2123581770"],"abstract_inverted_index":{"Earthen":[0],"levees":[1,25,37],"protect":[2],"large":[3],"areas":[4],"of":[5,15,24,31,71,78,112],"populated":[6],"and":[7,17,58],"cultivated":[8],"land":[9],"from":[10,92],"flooding.":[11],"The":[12,76,106],"potential":[13],"loss":[14],"life":[16],"property":[18],"associated":[19],"with":[20],"the":[21,69,74,79,93,113,119],"catastrophic":[22],"failure":[23,43],"can":[26,39],"be":[27],"great.":[28],"One":[29],"type":[30],"problem":[32],"that":[33],"occurs":[34],"along":[35],"these":[36],"which":[38],"lead":[40],"to":[41],"complete":[42],"during":[44],"a":[45,110],"high":[46],"water":[47],"event":[48],"is":[49,81,109],"slough":[50],"slides":[51],"[1].":[52],"Using":[53],"Entropy":[54],"(H),":[55],"Anisotropy":[56],"(A),":[57],"alpha":[59],"(\u03b1)":[60],"parameters,":[61],"we":[62],"implemented":[63],"Wishart":[64],"supervised":[65],"classification":[66],"method":[67],"for":[68],"identification":[70],"anomalies":[72],"on":[73],"levee.":[75],"effectiveness":[77],"algorithms":[80],"demonstrated":[82],"using":[83],"quad-polarimetric":[84],"L-band":[85],"polarimetric":[86],"Synthetic":[87,102],"Aperture":[88,103],"Radar":[89,104],"(polSAR)":[90],"imagery":[91],"NASA":[94],"Jet":[95],"Propulsion":[96],"Laboratory's":[97],"(JPL's)":[98],"Uninhabited":[99],"Aerial":[100],"Vehicle":[101],"(UAVSAR).":[105],"study":[107],"area":[108],"section":[111],"lower":[114],"Mississippi":[115],"River":[116],"valley":[117],"in":[118],"southern":[120],"USA.":[121]},"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}