{"id":"https://openalex.org/W1977279864","doi":"https://doi.org/10.1109/igarss.2014.6946652","title":"Temporal and spatial soil moisture dynamics in mountain meadows by integrating Radarsat 2 images and ground data","display_name":"Temporal and spatial soil moisture dynamics in mountain meadows by integrating Radarsat 2 images and ground data","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W1977279864","doi":"https://doi.org/10.1109/igarss.2014.6946652","mag":"1977279864"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2014.6946652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2014.6946652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 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/A5014002590","display_name":"Claudia Notarnicola","orcid":"https://orcid.org/0000-0003-1968-0125"},"institutions":[{"id":"https://openalex.org/I1319360392","display_name":"Eurac Research","ror":"https://ror.org/01xt1w755","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I1319360392"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"C. Notarnicola","raw_affiliation_strings":["Institute for Applied Remote Sensing, EURAC, Bolzano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Applied Remote Sensing, EURAC, Bolzano, Italy","institution_ids":["https://openalex.org/I1319360392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044557015","display_name":"Luca Pasolli","orcid":null},"institutions":[{"id":"https://openalex.org/I1319360392","display_name":"Eurac Research","ror":"https://ror.org/01xt1w755","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I1319360392"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"L. Pasolli","raw_affiliation_strings":["Institute for Applied Remote Sensing, EURAC, Bolzano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Applied Remote Sensing, EURAC, Bolzano, Italy","institution_ids":["https://openalex.org/I1319360392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049322997","display_name":"Giovanni Cuozzo","orcid":"https://orcid.org/0000-0001-9120-7426"},"institutions":[{"id":"https://openalex.org/I1319360392","display_name":"Eurac Research","ror":"https://ror.org/01xt1w755","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I1319360392"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Cuozzo","raw_affiliation_strings":["Institute for Applied Remote Sensing, EURAC, Bolzano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Applied Remote Sensing, EURAC, Bolzano, Italy","institution_ids":["https://openalex.org/I1319360392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076294524","display_name":"Felix Greifeneder","orcid":"https://orcid.org/0000-0003-0756-9024"},"institutions":[{"id":"https://openalex.org/I1319360392","display_name":"Eurac Research","ror":"https://ror.org/01xt1w755","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I1319360392"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Greifeneder","raw_affiliation_strings":["Institute for Applied Remote Sensing, EURAC, Bolzano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Applied Remote Sensing, EURAC, Bolzano, Italy","institution_ids":["https://openalex.org/I1319360392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032617590","display_name":"Giacomo Bertoldi","orcid":"https://orcid.org/0000-0003-0397-8103"},"institutions":[{"id":"https://openalex.org/I1319360392","display_name":"Eurac Research","ror":"https://ror.org/01xt1w755","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I1319360392"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Bertoldi","raw_affiliation_strings":["Institute for Alpine Environment, EURAC, Bolzano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Alpine Environment, EURAC, Bolzano, Italy","institution_ids":["https://openalex.org/I1319360392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024062552","display_name":"Stefano Della Chiesa","orcid":"https://orcid.org/0000-0002-6693-2199"},"institutions":[{"id":"https://openalex.org/I1319360392","display_name":"Eurac Research","ror":"https://ror.org/01xt1w755","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I1319360392"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"S. Della Chiesa","raw_affiliation_strings":["Institute for Alpine Environment, EURAC, Bolzano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Alpine Environment, EURAC, Bolzano, Italy","institution_ids":["https://openalex.org/I1319360392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102775626","display_name":"Georg Niedrist","orcid":"https://orcid.org/0000-0002-7511-6273"},"institutions":[{"id":"https://openalex.org/I1319360392","display_name":"Eurac Research","ror":"https://ror.org/01xt1w755","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I1319360392"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Niedrist","raw_affiliation_strings":["Institute for Alpine Environment, EURAC, Bolzano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Alpine Environment, EURAC, Bolzano, Italy","institution_ids":["https://openalex.org/I1319360392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019769453","display_name":"Davide Castelletti","orcid":"https://orcid.org/0000-0003-0994-8976"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"D. Castelletti","raw_affiliation_strings":["Dep. of Information Engineering and Computer Science, University of Trento, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Information Engineering and Computer Science, University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065337836","display_name":"Ulrike Tappeiner","orcid":"https://orcid.org/0000-0002-0195-7459"},"institutions":[{"id":"https://openalex.org/I1319360392","display_name":"Eurac Research","ror":"https://ror.org/01xt1w755","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I1319360392"]},{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT","IT"],"is_corresponding":false,"raw_author_name":"U. Tappeiner","raw_affiliation_strings":["Institute for Alpine Environment, EURAC, Bolzano, Italy","Institute of Ecology, University of Innsbruck, Innsbruck, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Alpine Environment, EURAC, Bolzano, Italy","institution_ids":["https://openalex.org/I1319360392"]},{"raw_affiliation_string":"Institute of Ecology, University of Innsbruck, Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006095323","display_name":"Lorenzo Bruzzone","orcid":"https://orcid.org/0000-0002-6036-459X"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"L. Bruzzone","raw_affiliation_strings":["Dep. of Information Engineering and Computer Science, University of Trento, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Information Engineering and Computer Science, University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025027394","display_name":"Marc Zebisch","orcid":"https://orcid.org/0000-0002-3530-7219"},"institutions":[{"id":"https://openalex.org/I1319360392","display_name":"Eurac Research","ror":"https://ror.org/01xt1w755","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I1319360392"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Zebisch","raw_affiliation_strings":["Institute for Applied Remote Sensing, EURAC, Bolzano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Applied Remote Sensing, EURAC, Bolzano, Italy","institution_ids":["https://openalex.org/I1319360392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2418,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59211183,"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":"1222","last_page":"1225"},"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":0.9980999827384949,"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":0.9976000189781189,"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/water-content","display_name":"Water content","score":0.7167074084281921},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5848835110664368},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5819883346557617},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.463589608669281},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.4367104768753052},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.419130802154541},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.29353952407836914},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.149852454662323},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.08732187747955322}],"concepts":[{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.7167074084281921},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5848835110664368},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5819883346557617},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.463589608669281},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.4367104768753052},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.419130802154541},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.29353952407836914},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.149852454662323},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.08732187747955322},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss.2014.6946652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2014.6946652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/101173","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/101173","pdf_url":null,"source":{"id":"https://openalex.org/S4377196320","display_name":"Iris (University of Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"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":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.4399999976158142},{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.41999998688697815}],"awards":[],"funders":[{"id":"https://openalex.org/F4320328864","display_name":"Provincia autonoma di Bolzano - Alto Adige","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1977109485","https://openalex.org/W1992809911","https://openalex.org/W2038476006","https://openalex.org/W2050310403","https://openalex.org/W2058232479","https://openalex.org/W2080363681","https://openalex.org/W2084117724","https://openalex.org/W2149895722","https://openalex.org/W2156909104"],"related_works":["https://openalex.org/W2107628111","https://openalex.org/W2394004323","https://openalex.org/W2398764543","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403","https://openalex.org/W2331410275","https://openalex.org/W2369060955","https://openalex.org/W2383151488"],"abstract_inverted_index":{"In":[0],"mountain":[1,38,99],"areas,":[2],"soil":[3,25,76],"moisture":[4,26,77],"is":[5,79],"a":[6,34,157],"key":[7],"parameter":[8],"for":[9,22,75,152],"both":[10,139],"agricultural":[11],"management":[12],"and":[13,63,136,177],"natural":[14],"hazard":[15],"support.":[16],"This":[17,166],"paper":[18],"presents":[19],"an":[20,111,127],"approach":[21],"retrieval":[23,78],"of":[24,97,114,117,129,132,145,160,174,180],"content":[27],"(SMC)":[28],"from":[29,57],"different":[30],"satellite":[31],"sensors":[32],"with":[33,103,122],"specific":[35],"focus":[36],"on":[37,46,81],"areas.":[39,100],"The":[40,73,101,148],"experimental":[41],"analysis":[42],"was":[43],"carried":[44],"out":[45],"images":[47],"acquired":[48],"over":[49],"the":[50,58,82,98,120,153,163,171,178],"S\u00fcdtirol/Alto":[51],"Adige":[52],"Province":[53],"(Italy)":[54],"during":[55,107],"2010-2011":[56],"RADARSAT2":[59,135],"in":[60,66,70,162],"quad-pol":[61],"mode":[62,69],"Envisat":[64],"ASAR":[65,137,164,175],"Wide":[67],"Swath":[68],"VV":[71,181],"polarization.":[72,182],"methodology":[74],"based":[80],"Support":[83],"Vector":[84],"Regression":[85],"(SVR)":[86],"method":[87],"specifically":[88],"trained":[89],"to":[90,93,170],"be":[91,168],"able":[92],"consider":[94],"topographic":[95],"effects":[96],"comparison":[102,121],"ground":[104,124],"measurements":[105],"collected":[106],"field":[108],"campaigns":[109],"indicates":[110],"RMSE":[112],"value":[113],"around":[115,130],"5%":[116],"SMC%":[118],"while":[119],"fixed":[123],"stations":[125],"reports":[126],"error":[128],"9%":[131],"SMC%.":[133],"Comparing":[134],"SMC,":[138],"datasets":[140,155],"reveal":[141],"very":[142],"similar":[143],"distributions":[144],"SMC":[146,161],"values.":[147],"cumulative":[149],"histogram":[150],"curve":[151],"two":[154],"shows":[156],"slight":[158],"underestimation":[159],"product.":[165],"could":[167],"ascribed":[169],"reduced":[172],"resolution":[173],"WS":[176],"use":[179]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}