{"id":"https://openalex.org/W4312650793","doi":"https://doi.org/10.1109/igarss46834.2022.9883515","title":"A Probabilistic Approach to Mapping Inland Water Bodies with GNSS-R","display_name":"A Probabilistic Approach to Mapping Inland Water Bodies with GNSS-R","publication_year":2022,"publication_date":"2022-07-17","ids":{"openalex":"https://openalex.org/W4312650793","doi":"https://doi.org/10.1109/igarss46834.2022.9883515"},"language":"en","primary_location":{"id":"doi:10.1109/igarss46834.2022.9883515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9883515","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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/A5005119765","display_name":"Mary Morris","orcid":"https://orcid.org/0000-0002-9580-6239"},"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":true,"raw_author_name":"Mary Morris","raw_affiliation_strings":["California Institute of Technology,Jet Propulsion Laboratory,Pasadena,CA,USA","Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA"],"affiliations":[{"raw_affiliation_string":"California Institute of Technology,Jet Propulsion Laboratory,Pasadena,CA,USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104099904","display_name":"Hai Nguyen","orcid":null},"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":"Hai Nguyen","raw_affiliation_strings":["California Institute of Technology,Jet Propulsion Laboratory,Pasadena,CA,USA","Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA"],"affiliations":[{"raw_affiliation_string":"California Institute of Technology,Jet Propulsion Laboratory,Pasadena,CA,USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016271412","display_name":"Matthew Bonnema","orcid":"https://orcid.org/0000-0001-9745-3425"},"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":"Matthew Bonnema","raw_affiliation_strings":["California Institute of Technology,Jet Propulsion Laboratory,Pasadena,CA,USA","Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA"],"affiliations":[{"raw_affiliation_string":"California Institute of Technology,Jet Propulsion Laboratory,Pasadena,CA,USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046953023","display_name":"C\u00e9dric H. David","orcid":"https://orcid.org/0000-0002-0924-5907"},"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":"Cedric H. David","raw_affiliation_strings":["California Institute of Technology,Jet Propulsion Laboratory,Pasadena,CA,USA","Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA"],"affiliations":[{"raw_affiliation_string":"California Institute of Technology,Jet Propulsion Laboratory,Pasadena,CA,USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000868601","display_name":"Eric Loria","orcid":null},"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":"Eric Loria","raw_affiliation_strings":["California Institute of Technology,Jet Propulsion Laboratory,Pasadena,CA,USA","Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA"],"affiliations":[{"raw_affiliation_string":"California Institute of Technology,Jet Propulsion Laboratory,Pasadena,CA,USA","institution_ids":["https://openalex.org/I1334627681"]},{"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":["https://openalex.org/A5005119765"],"corresponding_institution_ids":["https://openalex.org/I1334627681"],"apc_list":null,"apc_paid":null,"fwci":1.6099,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8440367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"4399","last_page":"4402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9991999864578247,"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":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9847999811172485,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9819999933242798,"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/gnss-applications","display_name":"GNSS applications","score":0.7824112772941589},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44671720266342163},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.44487589597702026},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.41353729367256165},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3213992714881897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23832577466964722},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.17208188772201538},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1051868200302124},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.06385889649391174}],"concepts":[{"id":"https://openalex.org/C14279187","wikidata":"https://www.wikidata.org/wiki/Q5514012","display_name":"GNSS applications","level":3,"score":0.7824112772941589},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44671720266342163},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.44487589597702026},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.41353729367256165},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3213992714881897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23832577466964722},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17208188772201538},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1051868200302124},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.06385889649391174}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss46834.2022.9883515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9883515","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.800000011920929}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309398","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055"},{"id":"https://openalex.org/F4320332375","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1535736950","https://openalex.org/W2015053255","https://openalex.org/W2130091784","https://openalex.org/W2560167313","https://openalex.org/W2560452920","https://openalex.org/W2765482302","https://openalex.org/W2807836695","https://openalex.org/W2944709770","https://openalex.org/W2978496333","https://openalex.org/W2984353343","https://openalex.org/W3135873562","https://openalex.org/W6631881933"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3110195467","https://openalex.org/W4386936491","https://openalex.org/W3033823235","https://openalex.org/W2881093137","https://openalex.org/W2163330330","https://openalex.org/W1982137911","https://openalex.org/W2606296569","https://openalex.org/W4288060108","https://openalex.org/W2227743261"],"abstract_inverted_index":{"GNSS-R":[0,145,165],"is":[1,29,42,63,121],"a":[2,69,100,130],"technique":[3],"that":[4],"has":[5],"demonstrated":[6],"sensitivity":[7],"to":[8,18,48,104,114,117,134],"inland":[9,20],"water":[10,21,107,120,136],"bodies.":[11],"Observations":[12],"from":[13,26,79,91,109,147],"CYGNSS":[14,27,40,53,92,110,116],"can":[15],"be":[16],"used":[17],"map":[19],"bodies":[22],"and":[23],"extracting":[24],"information":[25,38,90],"observations":[28,41,75,93],"the":[30,37,50,56,66,122,127,144,149,158,172],"subject":[31],"of":[32,52,58,68,129,163],"many":[33],"ongoing":[34],"investigations.":[35],"While":[36],"in":[39,126,167,171],"useful,":[43],"we":[44,85,98,153],"are":[45],"exploring":[46],"methods":[47,87],"leverage":[49],"strengths":[51,57],"together":[54,76],"with":[55,77],"other":[59],"observations.":[60,111],"This":[61],"work":[62,140],"driven":[64],"by":[65],"development":[67,128],"Bayesian":[70],"approach":[71,133,152],"for":[72,88,161],"combining":[73],"synergistic":[74],"those":[78],"CYGNSS.":[80],"To":[81],"support":[82],"this":[83,96,139],"approach,":[84],"developed":[86],"representing":[89],"probabilistically.":[94],"In":[95],"paper,":[97],"develop":[99,154],"logistic":[101],"regression":[102],"model":[103],"estimate":[105,118],"surface":[106,119,135],"probability":[108],"Understanding":[112],"how":[113],"use":[115],"necessary":[123],"first":[124],"step":[125],"data":[131,146,150,169],"fusion":[132,151,170],"mapping.":[137],"Although":[138],"focuses":[141],"on":[142],"utilizing":[143],"CYGNSS,":[148],"will":[155],"serve":[156],"as":[157],"preparatory":[159],"framework":[160],"utilization":[162],"all":[164],"constellations":[166],"hydrological":[168],"future.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}