{"id":"https://openalex.org/W2011388733","doi":"https://doi.org/10.1109/igarss.2013.6723566","title":"A particle smoother with sequential importance resampling for radiative transfer parameter estimation","display_name":"A particle smoother with sequential importance resampling for radiative transfer parameter estimation","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2011388733","doi":"https://doi.org/10.1109/igarss.2013.6723566","mag":"2011388733"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2013.6723566","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2013.6723566","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/A5079849669","display_name":"Carsten Montzka","orcid":"https://orcid.org/0000-0003-0812-8570"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"C. Montzka","raw_affiliation_strings":["Research Centre J\u00fclich, Institute of Bio- and Geosciences: Agrosphere (IBG 3), J\u00fclich, GERMANY","Inst. of Bio- & Geosci.: Agrosphere (IBG 3), Res. Centre Julich, Julich, Germany"],"affiliations":[{"raw_affiliation_string":"Research Centre J\u00fclich, Institute of Bio- and Geosciences: Agrosphere (IBG 3), J\u00fclich, GERMANY","institution_ids":[]},{"raw_affiliation_string":"Inst. of Bio- & Geosci.: Agrosphere (IBG 3), Res. Centre Julich, Julich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111069659","display_name":"J.P. Grant","orcid":null},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"J. Grant","raw_affiliation_strings":["Department of Physical Geography and Ecosystem Science, Lund University, Lund, SWEDEN","Dept. of Phys. Geogr. & Ecosyst. Sci., Lund Univ., Lund, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Physical Geography and Ecosystem Science, Lund University, Lund, SWEDEN","institution_ids":["https://openalex.org/I187531555"]},{"raw_affiliation_string":"Dept. of Phys. Geogr. & Ecosyst. Sci., Lund Univ., Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025243413","display_name":"Harrie\u2010Jan Hendricks Franssen","orcid":"https://orcid.org/0000-0002-0004-8114"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"H.-J. Hendricks Franssen","raw_affiliation_strings":["Research Centre J\u00fclich, Institute of Bio- and Geosciences: Agrosphere (IBG 3), J\u00fclich, GERMANY","Inst. of Bio- & Geosci.: Agrosphere (IBG 3), Res. Centre Julich, Julich, Germany"],"affiliations":[{"raw_affiliation_string":"Research Centre J\u00fclich, Institute of Bio- and Geosciences: Agrosphere (IBG 3), J\u00fclich, GERMANY","institution_ids":[]},{"raw_affiliation_string":"Inst. of Bio- & Geosci.: Agrosphere (IBG 3), Res. Centre Julich, Julich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025345695","display_name":"Matthias Drusch","orcid":"https://orcid.org/0000-0002-6135-2275"},"institutions":[{"id":"https://openalex.org/I2801994115","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2801994115"]},{"id":"https://openalex.org/I44377176","display_name":"European Space Research and Technology Centre","ror":"https://ror.org/03h3jqn23","country_code":"NL","type":"government","lineage":["https://openalex.org/I2801994115","https://openalex.org/I44377176"]}],"countries":["FR","NL"],"is_corresponding":false,"raw_author_name":"M. Drusch","raw_affiliation_strings":["European Space Agency, ESA-ESTEC, Noordwijk, THE NETHERLANDS","Eur. Space Agency - ESA/ESTEC, Noordwijk, Netherlands"],"affiliations":[{"raw_affiliation_string":"European Space Agency, ESA-ESTEC, Noordwijk, THE NETHERLANDS","institution_ids":["https://openalex.org/I44377176","https://openalex.org/I2801994115"]},{"raw_affiliation_string":"Eur. Space Agency - ESA/ESTEC, Noordwijk, Netherlands","institution_ids":["https://openalex.org/I44377176"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028331853","display_name":"Harry Vereecken","orcid":"https://orcid.org/0000-0002-8051-8517"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"H. Vereecken","raw_affiliation_strings":["Research Centre J\u00fclich, Institute of Bio- and Geosciences: Agrosphere (IBG 3), J\u00fclich, GERMANY","Inst. of Bio- & Geosci.: Agrosphere (IBG 3), Res. Centre Julich, Julich, Germany"],"affiliations":[{"raw_affiliation_string":"Research Centre J\u00fclich, Institute of Bio- and Geosciences: Agrosphere (IBG 3), J\u00fclich, GERMANY","institution_ids":[]},{"raw_affiliation_string":"Inst. of Bio- & Geosci.: Agrosphere (IBG 3), Res. Centre Julich, Julich, Germany","institution_ids":["https://openalex.org/I171892758"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079849669"],"corresponding_institution_ids":["https://openalex.org/I171892758"],"apc_list":null,"apc_paid":null,"fwci":0.2649,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61379719,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3431","last_page":"3434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":1.0,"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":1.0,"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/T10644","display_name":"Cryospheric studies and observations","score":0.9994000196456909,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6426466703414917},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6161015629768372},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.5804767608642578},{"id":"https://openalex.org/keywords/radiative-transfer","display_name":"Radiative transfer","score":0.5795904994010925},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.5406749844551086},{"id":"https://openalex.org/keywords/atmospheric-radiative-transfer-codes","display_name":"Atmospheric radiative transfer codes","score":0.528208315372467},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.5154143571853638},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.5013606548309326},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.49980592727661133},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.45540696382522583},{"id":"https://openalex.org/keywords/brightness-temperature","display_name":"Brightness temperature","score":0.4367212653160095},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.43184834718704224},{"id":"https://openalex.org/keywords/microwave","display_name":"Microwave","score":0.3677927851676941},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25981777906417847},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23295539617538452},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.2200966477394104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.18879005312919617},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.171921044588089},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.1443236768245697},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12324371933937073},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09010320901870728}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6426466703414917},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6161015629768372},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.5804767608642578},{"id":"https://openalex.org/C74902906","wikidata":"https://www.wikidata.org/wiki/Q1190858","display_name":"Radiative transfer","level":2,"score":0.5795904994010925},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.5406749844551086},{"id":"https://openalex.org/C199390426","wikidata":"https://www.wikidata.org/wiki/Q2353151","display_name":"Atmospheric radiative transfer codes","level":3,"score":0.528208315372467},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.5154143571853638},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.5013606548309326},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.49980592727661133},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.45540696382522583},{"id":"https://openalex.org/C53802167","wikidata":"https://www.wikidata.org/wiki/Q4538627","display_name":"Brightness temperature","level":3,"score":0.4367212653160095},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.43184834718704224},{"id":"https://openalex.org/C44838205","wikidata":"https://www.wikidata.org/wiki/Q127995","display_name":"Microwave","level":2,"score":0.3677927851676941},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25981777906417847},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23295539617538452},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.2200966477394104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18879005312919617},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.171921044588089},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.1443236768245697},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12324371933937073},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09010320901870728},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2013.6723566","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2013.6723566","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":[{"id":"https://metadata.un.org/sdg/14","score":0.8600000143051147,"display_name":"Life below water"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321602","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt","ror":"https://ror.org/04bwf3e34"},{"id":"https://openalex.org/F4320332782","display_name":"Natural Resources Conservation Service","ror":"https://ror.org/03j7rgg33"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1495688476","https://openalex.org/W1576586006","https://openalex.org/W1761851204","https://openalex.org/W2002941319","https://openalex.org/W2050424921","https://openalex.org/W2053183457","https://openalex.org/W2064005663","https://openalex.org/W2067658163","https://openalex.org/W2075750731","https://openalex.org/W2098613108","https://openalex.org/W2128931495","https://openalex.org/W2135048240"],"related_works":["https://openalex.org/W2927378857","https://openalex.org/W2801696468","https://openalex.org/W2406829934","https://openalex.org/W1824810860","https://openalex.org/W2185006999","https://openalex.org/W1583020711","https://openalex.org/W2138381686","https://openalex.org/W2162253570","https://openalex.org/W2010934810","https://openalex.org/W3144709167"],"abstract_inverted_index":{"Correct":[0],"parameterization":[1],"of":[2,38,72,88,113,161],"radiative":[3,39],"transfer":[4,40],"models":[5],"is":[6,151,155],"very":[7],"important":[8,156],"for":[9,120,126],"high":[10],"accuracy":[11],"soil":[12,47],"moisture":[13],"retrievals":[14],"from":[15],"spaceborne":[16],"L-band":[17,69],"passive":[18],"microwave":[19],"sensors,":[20],"such":[21,42],"as":[22,43],"the":[23,36,68,73,95,105,139,145,159],"ESA":[24],"Soil":[25],"Moisture":[26],"and":[27,46,53],"Ocean":[28],"Salinity":[29],"(SMOS)":[30],"Mission.":[31],"In":[32],"order":[33],"to":[34,147,157],"investigate":[35],"characteristics":[37],"parameters":[41,78,133],"vegetation":[44,163],"opacity":[45],"surface":[48],"roughness,":[49],"a":[50,89,114,121,127],"dual":[51],"state":[52],"parameter":[54],"update":[55],"data":[56,83],"assimilation":[57,84],"system":[58,85],"has":[59],"been":[60],"developed.":[61],"By":[62],"assimilating":[63],"SMOS":[64],"brightness":[65],"temperatures":[66],"into":[67],"Microwave":[70],"Emission":[71],"Biosphere":[74],"(L-MEB)":[75],"model,":[76],"respective":[77],"can":[79],"be":[80],"estimated.":[81],"The":[82,101,131],"makes":[86,111],"use":[87,112],"temporal":[90],"smoothing":[91],"algorithm":[92],"based":[93],"on":[94],"Sampling":[96,106],"Importance":[97,107],"Resampling":[98,108],"Particle":[99,109],"Filter.":[100],"new":[102],"approach,":[103],"namely":[104],"Smoother,":[110],"particle":[115],"weighting":[116],"function":[117],"valid":[118],"not":[119],"single":[122],"time":[123,129,150],"step,":[124],"but":[125],"specific":[128],"period.":[130],"resulting":[132],"estimated":[134],"are":[135],"more":[136],"stable":[137],"throughout":[138],"whole":[140],"period":[141],"under":[142],"investigation,":[143],"where":[144],"possibility":[146],"vary":[148],"with":[149],"still":[152],"given.":[153],"This":[154],"cover":[158],"seasonality":[160],"e.g.":[162],"parameters.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}