{"id":"https://openalex.org/W1974653343","doi":"https://doi.org/10.1109/igarss.2007.4423779","title":"Provision of snow water equivalent from satellite data and the hydrological model PROMET using data assimilation techniques","display_name":"Provision of snow water equivalent from satellite data and the hydrological model PROMET using data assimilation techniques","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W1974653343","doi":"https://doi.org/10.1109/igarss.2007.4423779","mag":"1974653343"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2007.4423779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2007.4423779","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 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/A5090840726","display_name":"Florian Appel","orcid":"https://orcid.org/0000-0002-1907-9076"},"institutions":[{"id":"https://openalex.org/I1329830250","display_name":"AmeriCorps","ror":"https://ror.org/00p8rjs69","country_code":"US","type":"government","lineage":["https://openalex.org/I1329830250"]},{"id":"https://openalex.org/I4210111978","display_name":"Remote Sensing Solutions (Germany)","ror":"https://ror.org/023cs4y60","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210111978"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Florian Appel","raw_affiliation_strings":["VISTA Remote Sensing in Geosciences GmbH, Munich, Germany","VISTA Remote Sensing in Geosci. GmbH, Munich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VISTA Remote Sensing in Geosciences GmbH, Munich, Germany","institution_ids":["https://openalex.org/I4210111978"]},{"raw_affiliation_string":"VISTA Remote Sensing in Geosci. GmbH, Munich","institution_ids":["https://openalex.org/I1329830250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046384625","display_name":"Heike Bach","orcid":"https://orcid.org/0000-0001-8060-2498"},"institutions":[{"id":"https://openalex.org/I1329830250","display_name":"AmeriCorps","ror":"https://ror.org/00p8rjs69","country_code":"US","type":"government","lineage":["https://openalex.org/I1329830250"]},{"id":"https://openalex.org/I4210111978","display_name":"Remote Sensing Solutions (Germany)","ror":"https://ror.org/023cs4y60","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210111978"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Heike Bach","raw_affiliation_strings":["VISTA Remote Sensing in Geosciences GmbH, Munich, Germany","VISTA Remote Sensing in Geosci. GmbH, Munich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VISTA Remote Sensing in Geosciences GmbH, Munich, Germany","institution_ids":["https://openalex.org/I4210111978"]},{"raw_affiliation_string":"VISTA Remote Sensing in Geosci. GmbH, Munich","institution_ids":["https://openalex.org/I1329830250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097142980","display_name":"Natalie Ohl","orcid":null},"institutions":[{"id":"https://openalex.org/I1329830250","display_name":"AmeriCorps","ror":"https://ror.org/00p8rjs69","country_code":"US","type":"government","lineage":["https://openalex.org/I1329830250"]},{"id":"https://openalex.org/I4210111978","display_name":"Remote Sensing Solutions (Germany)","ror":"https://ror.org/023cs4y60","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210111978"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Natalie Ohl","raw_affiliation_strings":["VISTA Remote Sensing in Geosciences GmbH, Munich, Germany","VISTA Remote Sensing in Geosci. GmbH, Munich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VISTA Remote Sensing in Geosciences GmbH, Munich, Germany","institution_ids":["https://openalex.org/I4210111978"]},{"raw_affiliation_string":"VISTA Remote Sensing in Geosci. GmbH, Munich","institution_ids":["https://openalex.org/I1329830250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007301729","display_name":"Wolfram Mauser","orcid":"https://orcid.org/0000-0002-2963-8759"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wolfram Mauser","raw_affiliation_strings":["Department for Geogra, University of Munich (LMU), Munich, Germany","Department for Geography, University of Munich, LMU, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department for Geogra, University of Munich (LMU), Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Department for Geography, University of Munich, LMU, Germany","institution_ids":["https://openalex.org/I8204097"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.06446892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"4209","last_page":"4212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9997000098228455,"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":0.9984999895095825,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9811999797821045,"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/snow","display_name":"Snow","score":0.8467516899108887},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.7292191386222839},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.697119414806366},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6340749859809875},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5989837646484375},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5500617027282715},{"id":"https://openalex.org/keywords/snowmelt","display_name":"Snowmelt","score":0.5001749992370605},{"id":"https://openalex.org/keywords/cloud-cover","display_name":"Cloud cover","score":0.4998464584350586},{"id":"https://openalex.org/keywords/snow-cover","display_name":"Snow cover","score":0.48907023668289185},{"id":"https://openalex.org/keywords/water-balance","display_name":"Water balance","score":0.43397748470306396},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.2742128074169159},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2739720344543457},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1413114070892334},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11108532547950745}],"concepts":[{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.8467516899108887},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.7292191386222839},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.697119414806366},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6340749859809875},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5989837646484375},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5500617027282715},{"id":"https://openalex.org/C64649846","wikidata":"https://www.wikidata.org/wiki/Q1754697","display_name":"Snowmelt","level":3,"score":0.5001749992370605},{"id":"https://openalex.org/C206887242","wikidata":"https://www.wikidata.org/wiki/Q830457","display_name":"Cloud cover","level":3,"score":0.4998464584350586},{"id":"https://openalex.org/C2983043445","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow cover","level":3,"score":0.48907023668289185},{"id":"https://openalex.org/C66465714","wikidata":"https://www.wikidata.org/wiki/Q1148989","display_name":"Water balance","level":2,"score":0.43397748470306396},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2742128074169159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2739720344543457},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1413114070892334},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11108532547950745},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2007.4423779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2007.4423779","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 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":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1976196166","https://openalex.org/W2040653147","https://openalex.org/W2073423416","https://openalex.org/W2079615789","https://openalex.org/W2100249436","https://openalex.org/W2213421476"],"related_works":["https://openalex.org/W2319932201","https://openalex.org/W4295099194","https://openalex.org/W2238432711","https://openalex.org/W2017261638","https://openalex.org/W2000636019","https://openalex.org/W4392759410","https://openalex.org/W2492627283","https://openalex.org/W2350678091","https://openalex.org/W2329476708","https://openalex.org/W176414539"],"abstract_inverted_index":{"Information":[0],"on":[1,104,286],"snow":[2,5,19,37,69,72,90,116,147,163,224,251,258,269],"cover":[3,20,85,91,148,252,259],"and":[4,13,28,48,71,227],"properties":[6],"is":[7,106,128,164,166,200,211],"an":[8,94,185],"important":[9],"factor":[10],"for":[11,53,68,180,188],"hydrology":[12],"runoff":[14,289],"modelling.":[15],"Frequent":[16],"updates":[17,88],"of":[18,34,56,62,89,121,126,191,204,216,223,231,268,283],"information":[21,160,260],"can":[22,177,273],"help":[23],"to":[24,46,115,130,144,170],"improve":[25],"water":[26,50,182,270],"balance":[27,51,183],"discharge":[29],"calculations.":[30],"Within":[31],"the":[32,63,124,131,138,146,158,162,173,189,192,201,205,214,221,232,249,256,287],"frame":[33],"polar":[35],"view,":[36],"products":[38,176,235],"from":[39,102,154,261],"multisensoral":[40],"satellite":[41,65],"data":[42,98,101,229,240,247,284],"are":[43,66,78,112],"operationally":[44],"provided":[45],"control":[47],"update":[49],"models":[52],"large":[54],"parts":[55],"Southern":[57],"Germany.":[58],"Optical":[59],"AVHRR":[60],"sensors":[61,111],"NOAA":[64],"used":[67,179],"mapping":[70],"line":[73],"delineation.":[74],"Although":[75],"these":[76,136],"acquisitions":[77],"available":[79],"several":[80],"times":[81],"per":[82],"day,":[83],"cloud":[84],"hinders":[86],"frequent":[87],"maps.":[92],"As":[93],"additional":[95,159],"remote":[96,174,233,279],"sensing":[97,175,234],"source":[99],"microwave":[100],"ASAR":[103,127],"ENVISAT":[105],"used.":[107],"Since":[108],"C-band":[109],"SAR":[110],"only":[113,143],"sensitive":[114],"with":[117,226,255],"a":[118,150],"high":[119],"content":[120],"liquid":[122],"water,":[123],"application":[125,186],"limited":[129],"melting":[132,165],"periods.":[133],"However":[134],"under":[135],"conditions":[137],"developed":[139],"procedure":[140],"allows":[141],"not":[142,274],"delineate":[145],"in":[149],"comparable":[151],"way":[152],"as":[153],"optical":[155],"data,":[156],"also":[157],"where":[161],"provided.":[167],"In":[168],"order":[169],"demonstrate":[171],"how":[172],"be":[178,196,237,244,276,293],"improved":[181],"modelling,":[184],"example":[187],"watershed":[190],"Upper":[193],"Danube":[194],"will":[195,236,243,290],"presented.":[197,245],"This":[198],"testsite":[199],"research":[202,207],"area":[203],"integrative":[206],"project":[208],"GLOWA-DANUBE":[209],"that":[210,272],"conducted":[212],"by":[213,278],"University":[215],"Munich.":[217],"Model":[218],"results":[219],"using":[220],"PROMET-model":[222],"distributions":[225],"without":[228],"assimilation":[230,241,285],"given.":[238],"Developed":[239],"concepts":[242],"Through":[246],"assimilation,":[248],"modelled":[250,288],"agrees":[253],"better":[254],"mapped":[257],"satellite.":[262],"The":[263,281],"optimised":[264],"model":[265],"provides":[266],"maps":[267],"equivalent,":[271],"directed":[275],"assessed":[277],"sensing.":[280],"impact":[282],"thus":[291],"further":[292],"analysed.":[294]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
