{"id":"https://openalex.org/W4402265071","doi":"https://doi.org/10.1109/igarss53475.2024.10641731","title":"On The Integration of Intensity, Interferometric Coherence and Polarization Diversity in Flood Detection from Long Stacks of Multi-Frequency SAR Data Through a Bayesian Framework","display_name":"On The Integration of Intensity, Interferometric Coherence and Polarization Diversity in Flood Detection from Long Stacks of Multi-Frequency SAR Data Through a Bayesian Framework","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402265071","doi":"https://doi.org/10.1109/igarss53475.2024.10641731"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10641731","doi":"https://doi.org/10.1109/igarss53475.2024.10641731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10641731","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4402265071"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5000794994","display_name":"Alberto Refice","orcid":"https://orcid.org/0000-0003-1895-5166","observed_orcids":["https://orcid.org/0000-0003-1895-5166"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A. Refice","raw_affiliation_strings":["CNR IREA,Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNR IREA,Bari,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032334481","display_name":"Giacomo Caporusso","orcid":"https://orcid.org/0000-0001-6255-9326","observed_orcids":["https://orcid.org/0000-0001-6255-9326"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G. Caporusso","raw_affiliation_strings":["CNR IREA,Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNR IREA,Bari,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031853749","display_name":"Francesco Lovergine","orcid":"https://orcid.org/0000-0002-8084-2122","observed_orcids":["https://orcid.org/0000-0002-8084-2122"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"F. P. Lovergine","raw_affiliation_strings":["CNR IREA,Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNR IREA,Bari,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075315752","display_name":"Raffaele Nutricato","orcid":"https://orcid.org/0000-0001-9998-8511","observed_orcids":["https://orcid.org/0000-0001-9998-8511"]},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"R. Nutricato","raw_affiliation_strings":["University of Bari,GAP s.r.l., c/o Physics Dept.,Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bari,GAP s.r.l., c/o Physics Dept.,Bari,Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029899808","display_name":"Davide Oscar Nitti","orcid":"https://orcid.org/0000-0002-2179-9398","observed_orcids":["https://orcid.org/0000-0002-2179-9398"]},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"D. O. Nitti","raw_affiliation_strings":["University of Bari,GAP s.r.l., c/o Physics Dept.,Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bari,GAP s.r.l., c/o Physics Dept.,Bari,Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":null,"display_name":"A. Parisi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Parisi","raw_affiliation_strings":["University of Bari,GAP s.r.l., c/o Physics Dept.,Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bari,GAP s.r.l., c/o Physics Dept.,Bari,Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076382764","display_name":"Rosa Colacicco","orcid":"https://orcid.org/0000-0002-9152-7785","observed_orcids":["https://orcid.org/0000-0002-9152-7785"]},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"R. Colacicco","raw_affiliation_strings":["University of Bari,Earth and Environmental Sciences Dept.,Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bari,Earth and Environmental Sciences Dept.,Bari,Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076021341","display_name":"Domenico Capolongo","orcid":"https://orcid.org/0000-0002-6685-0177","observed_orcids":["https://orcid.org/0000-0002-6685-0177"]},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"D. Capolongo","raw_affiliation_strings":["University of Bari,Earth and Environmental Sciences Dept.,Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bari,Earth and Environmental Sciences Dept.,Bari,Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084084281","display_name":"Maria Virelli","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2800530175","display_name":"Agenzia Spaziale Italiana","ror":"https://ror.org/034zgem50","country_code":"IT","type":"government","lineage":["https://openalex.org/I2800530175"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M Virelli","raw_affiliation_strings":["Italian Space Agency (ASI),Via del Politecnico SNC,Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Space Agency (ASI),Via del Politecnico SNC,Rome,Italy","institution_ids":["https://openalex.org/I2800530175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008333546","display_name":"Deodato Tapete","orcid":"https://orcid.org/0000-0002-7242-4473","observed_orcids":["https://orcid.org/0000-0002-7242-4473"]},"institutions":[{"id":"https://openalex.org/I2800530175","display_name":"Agenzia Spaziale Italiana","ror":"https://ror.org/034zgem50","country_code":"IT","type":"government","lineage":["https://openalex.org/I2800530175"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"D. Tapete","raw_affiliation_strings":["Italian Space Agency (ASI),Via del Politecnico SNC,Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Space Agency (ASI),Via del Politecnico SNC,Rome,Italy","institution_ids":["https://openalex.org/I2800530175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070376893","display_name":"A. Ursi","orcid":"https://orcid.org/0000-0002-7253-9721","observed_orcids":["https://orcid.org/0000-0002-7253-9721"]},"institutions":[{"id":"https://openalex.org/I2800530175","display_name":"Agenzia Spaziale Italiana","ror":"https://ror.org/034zgem50","country_code":"IT","type":"government","lineage":["https://openalex.org/I2800530175"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Ursi","raw_affiliation_strings":["Italian Space Agency (ASI),Via del Politecnico SNC,Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Space Agency (ASI),Via del Politecnico SNC,Rome,Italy","institution_ids":["https://openalex.org/I2800530175"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.246,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.98525943,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1506","last_page":"1509"},"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":0.7577999830245972,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"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":0.7577999830245972,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.23800000548362732,"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"}},{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.0017999999690800905,"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/flood-detection","display_name":"flood detection","score":0.9909999966621399},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"synthetic aperture radar","score":0.781000018119812},{"id":"https://openalex.org/keywords/insar-coherence","display_name":"InSAR coherence","score":0.7419999837875366},{"id":"https://openalex.org/keywords/polarization-diversity","display_name":"polarization diversity","score":0.878000020980835},{"id":"https://openalex.org/keywords/bayesian-posterior-probability","display_name":"Bayesian posterior probability","score":0.7139999866485596},{"id":"https://openalex.org/keywords/multi-frequency-sar","display_name":"multi-frequency SAR","score":0.8479999899864197},{"id":"https://openalex.org/keywords/time-series-regression","display_name":"time series regression","score":0.6610000133514404},{"id":"https://openalex.org/keywords/water-body-mapping","display_name":"water body mapping","score":0.8579999804496765},{"id":"https://openalex.org/keywords/x-band","display_name":"X-band","score":0.6850000023841858},{"id":"https://openalex.org/keywords/c-band","display_name":"C-band","score":0.9190000295639038},{"id":"https://openalex.org/keywords/agricultural-land","display_name":"agricultural land","score":0.5559999942779541},{"id":"https://openalex.org/keywords/coastal-zone","display_name":"coastal areas","score":0.9139999747276306}],"concepts":[{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.7015388011932373},{"id":"https://openalex.org/C166689943","wikidata":"https://www.wikidata.org/wiki/Q850283","display_name":"Interferometry","level":2,"score":0.6469099521636963},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5674872398376465},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5627878904342651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5539301633834839},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5513454079627991},{"id":"https://openalex.org/C22286887","wikidata":"https://www.wikidata.org/wiki/Q1666056","display_name":"Interferometric synthetic aperture radar","level":3,"score":0.5458697080612183},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.5018970966339111},{"id":"https://openalex.org/C205049153","wikidata":"https://www.wikidata.org/wiki/Q2698605","display_name":"Polarization (electrochemistry)","level":2,"score":0.49586185812950134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3046149015426636},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.29844987392425537},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.29454463720321655},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20514795184135437},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18020597100257874},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16853904724121094},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15034723281860352},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss53475.2024.10641731","doi":"https://doi.org/10.1109/igarss53475.2024.10641731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10641731","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:ricerca.uniba.it:11586/514060","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/11586/514060","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.6618000268936157},{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.4399999976158142}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326082","display_name":"Regione Puglia","ror":"https://ror.org/039k11f95"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2004744873","https://openalex.org/W2161767008","https://openalex.org/W2548712274","https://openalex.org/W2768649918","https://openalex.org/W4212774754","https://openalex.org/W4390750978"],"related_works":["https://openalex.org/W2024901327","https://openalex.org/W2344360129","https://openalex.org/W2461798119","https://openalex.org/W2074504304","https://openalex.org/W2975562661","https://openalex.org/W2588904054","https://openalex.org/W2052589879","https://openalex.org/W4390750978","https://openalex.org/W2029097884","https://openalex.org/W1632557683"],"abstract_inverted_index":{"Bayesian":[0,61,96],"estimation":[1],"of":[2,8,23,34,46,101,106,123],"posterior":[3],"probabilities":[4],"for":[5,98],"the":[6,21,44,95,109],"presence":[7],"floodwaters,":[9],"coupled":[10],"with":[11,76],"accurate":[12],"time":[13,53],"series":[14,54],"regression":[15],"methods,":[16],"show":[17,133],"good":[18],"performance":[19],"in":[20,55,70,87,94,104],"monitoring":[22],"inundations":[24],"at":[25],"high":[26],"temporal":[27],"and":[28,49,73,78,139],"spatial":[29],"resolution":[30],"from":[31],"long":[32],"stacks":[33],"synthetic":[35],"aperture":[36],"radar":[37],"(SAR)":[38],"data.":[39,81],"We":[40],"report":[41],"results":[42,83],"on":[43,137],"integration":[45],"SAR":[47,80],"intensity":[48],"cascaded":[50],"InSAR":[51],"coherence":[52],"different":[56],"polarization":[57],"channels":[58],"within":[59],"a":[60],"framework.":[62],"The":[63,82],"method":[64],"is":[65],"being":[66],"tested":[67],"over":[68,119,129],"sites":[69,132],"both":[71,130,136],"northern":[72],"southern":[74],"Italy,":[75],"X-":[77],"C-band":[79],"indicate":[84],"some":[85,99],"advantage":[86],"using":[88],"more":[89],"than":[90],"one":[91],"independent":[92,115],"channel":[93],"inference":[97],"types":[100],"land":[102],"cover,":[103],"terms":[105],"area":[107],"under":[108],"curve":[110],"(AUC)":[111],"when":[112],"compared":[113],"to":[114],"flood":[116],"maps":[117],"acquired":[118],"known":[120],"events.":[121],"Stacks":[122],"surface":[124],"water":[125],"confidence":[126],"levels":[127],"computed":[128],"test":[131],"promising":[134],"characteristics,":[135],"agricultural":[138],"coastal":[140],"areas.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2024-09-06T00:00:00"}