{"id":"https://openalex.org/W1980553799","doi":"https://doi.org/10.1109/igarss.2013.6723273","title":"Assimilation of satellite soil moisture data into rainfall-runoff modelling for several catchments worldwide","display_name":"Assimilation of satellite soil moisture data into rainfall-runoff modelling for several catchments worldwide","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W1980553799","doi":"https://doi.org/10.1109/igarss.2013.6723273","mag":"1980553799"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2013.6723273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2013.6723273","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 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/A5060137389","display_name":"Luca Brocca","orcid":"https://orcid.org/0000-0002-9080-260X"},"institutions":[{"id":"https://openalex.org/I4210091655","display_name":"Research Institute for Geo-Hydrological Protection","ror":"https://ror.org/0040zx077","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Brocca","raw_affiliation_strings":["Consiglio Nazionale delle Ricerche Area di Ricerca di Napoli 1, Napoli, Campania, IT","Res. Inst. for Geo-Hydrol. Protection, Perugia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Consiglio Nazionale delle Ricerche Area di Ricerca di Napoli 1, Napoli, Campania, IT","institution_ids":[]},{"raw_affiliation_string":"Res. Inst. for Geo-Hydrol. Protection, Perugia, Italy","institution_ids":["https://openalex.org/I4210091655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086103869","display_name":"Tommaso Moramarco","orcid":"https://orcid.org/0000-0002-9870-1694"},"institutions":[{"id":"https://openalex.org/I4210091655","display_name":"Research Institute for Geo-Hydrological Protection","ror":"https://ror.org/0040zx077","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tommaso Moramarco","raw_affiliation_strings":["Consiglio Nazionale delle Ricerche Area di Ricerca di Napoli 1, Napoli, Campania, IT","Res. Inst. for Geo-Hydrol. Protection, Perugia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Consiglio Nazionale delle Ricerche Area di Ricerca di Napoli 1, Napoli, Campania, IT","institution_ids":[]},{"raw_affiliation_string":"Res. Inst. for Geo-Hydrol. Protection, Perugia, Italy","institution_ids":["https://openalex.org/I4210091655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061910536","display_name":"Wouter Dorigo","orcid":"https://orcid.org/0000-0001-8054-7572"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Wouter Dorigo","raw_affiliation_strings":["Department of Geodesy and Geoinformation, Vienna University of Technology, Vienna, Austria","Dept. of Geodesy & Geoinf., Vienna Univ. of Technol., Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geodesy and Geoinformation, Vienna University of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]},{"raw_affiliation_string":"Dept. of Geodesy & Geoinf., Vienna Univ. of Technol., Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066754586","display_name":"Wolfgang Wagner","orcid":"https://orcid.org/0000-0001-7704-6857"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Wolfgang Wagner","raw_affiliation_strings":["Technische Universitat Wien, Wien, Wien, AT","Dept. of Geodesy & Geoinf., Vienna Univ. of Technol., Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universitat Wien, Wien, Wien, AT","institution_ids":["https://openalex.org/I145847075"]},{"raw_affiliation_string":"Dept. of Geodesy & Geoinf., Vienna Univ. of Technol., Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5315,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.69095349,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2281","last_page":"2284"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9998999834060669,"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":0.9998999834060669,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9990000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.8041675090789795},{"id":"https://openalex.org/keywords/surface-runoff","display_name":"Surface runoff","score":0.7353713512420654},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.67821204662323},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6063454747200012},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.5868951678276062},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.5552785992622375},{"id":"https://openalex.org/keywords/flood-forecasting","display_name":"Flood forecasting","score":0.47724366188049316},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.43496420979499817},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3114050030708313},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0923328697681427},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08467459678649902}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.8041675090789795},{"id":"https://openalex.org/C50477045","wikidata":"https://www.wikidata.org/wiki/Q1444790","display_name":"Surface runoff","level":2,"score":0.7353713512420654},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.67821204662323},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6063454747200012},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.5868951678276062},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.5552785992622375},{"id":"https://openalex.org/C183195422","wikidata":"https://www.wikidata.org/wiki/Q3409303","display_name":"Flood forecasting","level":3,"score":0.47724366188049316},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.43496420979499817},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3114050030708313},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0923328697681427},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08467459678649902},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2013.6723273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2013.6723273","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1983832403","https://openalex.org/W1993990365","https://openalex.org/W1995661436","https://openalex.org/W2001281641","https://openalex.org/W2025750461","https://openalex.org/W2036774006","https://openalex.org/W2066519477","https://openalex.org/W2088639529","https://openalex.org/W2099712561","https://openalex.org/W2112620145","https://openalex.org/W2123744475","https://openalex.org/W2128410490","https://openalex.org/W2161306253","https://openalex.org/W2162421846","https://openalex.org/W2163690550","https://openalex.org/W2166609657","https://openalex.org/W4241182174","https://openalex.org/W4249073520","https://openalex.org/W4255818479"],"related_works":["https://openalex.org/W2792447872","https://openalex.org/W2054461511","https://openalex.org/W3110408977","https://openalex.org/W2371790036","https://openalex.org/W2186700429","https://openalex.org/W2807005244","https://openalex.org/W2783138654","https://openalex.org/W2362178353","https://openalex.org/W4288712567","https://openalex.org/W2261973629"],"abstract_inverted_index":{"The":[0,117],"assimilation":[1,77],"of":[2,47,65,145],"satellite":[3,48,90,146],"soil":[4,49,91,123],"moisture":[5,50,92,124],"data":[6,51,76],"into":[7],"rainfall-runoff":[8],"modelling":[9],"represents":[10],"an":[11],"important":[12],"issue":[13],"not":[14],"only":[15,37],"for":[16,21,113],"research":[17],"purposes":[18],"but":[19],"also":[20],"hydrological":[22],"application":[23],"addressing":[24],"flood":[25],"forecasting.":[26],"Notwithstanding":[27],"the":[28,33,45,60,63,66,70,75,102,121,139,143],"large":[29],"effort":[30],"made":[31],"in":[32,52,62,69,74,94],"last":[34],"three":[35],"decades,":[36],"few":[38],"studies":[39],"demonstrated":[40],"a":[41],"benefit":[42],"deriving":[43],"from":[44],"use":[46],"hydrology.":[53],"This":[54],"matter":[55],"can":[56,126],"be":[57,111,127],"ascribed":[58],"to":[59,98,130,138],"differences":[61],"quality":[64],"assimilated":[67],"data,":[68],"climatic":[71,107,140],"conditions":[72,108],"and":[73,106,142],"techniques":[78],"that":[79,109,120],"have":[80],"been":[81],"adopted.":[82],"Based":[83],"on":[84],"that,":[85],"this":[86],"study":[87],"compares":[88],"different":[89,95],"products":[93,105,125],"catchments":[96],"worldwide":[97],"shed":[99],"light":[100],"about":[101],"more":[103],"suitable":[104],"should":[110],"employed":[112,122],"improving":[114],"runoff":[115,132],"prediction.":[116,133],"results":[118],"reveal":[119],"conveniently":[128],"used":[129],"improve":[131],"However,":[134],"reliability":[135],"differs":[136],"according":[137],"region":[141],"accuracy":[144],"retrievals.":[147]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
