{"id":"https://openalex.org/W2039237551","doi":"https://doi.org/10.1109/igarss.2012.6351095","title":"Monitoring of snow cover on Italian Alps using AMSR-E and Artificial Neural Networks","display_name":"Monitoring of snow cover on Italian Alps using AMSR-E and Artificial Neural Networks","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W2039237551","doi":"https://doi.org/10.1109/igarss.2012.6351095","mag":"2039237551"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2012.6351095","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2012.6351095","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 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/A5079584085","display_name":"E. Santi","orcid":"https://orcid.org/0000-0003-1882-6321"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"E. Santi","raw_affiliation_strings":["Institute of Applied Physics-National Research Council, Florence, Italy","Institute of Applied Physics, National Research Council,Florence,Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Applied Physics-National Research Council, Florence, Italy","institution_ids":["https://openalex.org/I4210155236"]},{"raw_affiliation_string":"Institute of Applied Physics, National Research Council,Florence,Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055713376","display_name":"Giacomo Fontanelli","orcid":"https://orcid.org/0000-0002-3790-8288"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Fontanelli","raw_affiliation_strings":["Institute of Applied Physics-National Research Council, Florence, Italy","Institute of Applied Physics, National Research Council,Florence,Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Applied Physics-National Research Council, Florence, Italy","institution_ids":["https://openalex.org/I4210155236"]},{"raw_affiliation_string":"Institute of Applied Physics, National Research Council,Florence,Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051417829","display_name":"S. Pettinato","orcid":"https://orcid.org/0000-0002-3155-8918"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"S. Pettinato","raw_affiliation_strings":["Institute of Applied Physics-National Research Council, Florence, Italy","Institute of Applied Physics, National Research Council,Florence,Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Applied Physics-National Research Council, Florence, Italy","institution_ids":["https://openalex.org/I4210155236"]},{"raw_affiliation_string":"Institute of Applied Physics, National Research Council,Florence,Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015049851","display_name":"A. Crepaz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A. Crepaz","raw_affiliation_strings":["CVA Centro Valanghe Arabba, Italy"],"affiliations":[{"raw_affiliation_string":"CVA Centro Valanghe Arabba, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079584085"],"corresponding_institution_ids":["https://openalex.org/I4210155236"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08295915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1572","last_page":"1575"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9988999962806702,"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":0.9988999962806702,"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/T10535","display_name":"Landslides and related hazards","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9940999746322632,"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":0.7786828279495239},{"id":"https://openalex.org/keywords/orography","display_name":"Orography","score":0.7776758670806885},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7307288646697998},{"id":"https://openalex.org/keywords/radiometer","display_name":"Radiometer","score":0.6854874491691589},{"id":"https://openalex.org/keywords/snow-cover","display_name":"Snow cover","score":0.6635211706161499},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.595758318901062},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5829154253005981},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5613517165184021},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36574268341064453},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2588106691837311},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21749070286750793},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15996414422988892},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.12711137533187866}],"concepts":[{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.7786828279495239},{"id":"https://openalex.org/C194507410","wikidata":"https://www.wikidata.org/wiki/Q901704","display_name":"Orography","level":3,"score":0.7776758670806885},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7307288646697998},{"id":"https://openalex.org/C120189094","wikidata":"https://www.wikidata.org/wiki/Q850281","display_name":"Radiometer","level":2,"score":0.6854874491691589},{"id":"https://openalex.org/C2983043445","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow cover","level":3,"score":0.6635211706161499},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.595758318901062},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5829154253005981},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5613517165184021},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36574268341064453},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2588106691837311},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21749070286750793},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15996414422988892},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.12711137533187866}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2012.6351095","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2012.6351095","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2070904642","https://openalex.org/W2072952647","https://openalex.org/W2080908843","https://openalex.org/W2096696617","https://openalex.org/W2157343960"],"related_works":["https://openalex.org/W2362926307","https://openalex.org/W2174923245","https://openalex.org/W2017205623","https://openalex.org/W1756676651","https://openalex.org/W169748493","https://openalex.org/W2355295607","https://openalex.org/W2558750709","https://openalex.org/W2794501863","https://openalex.org/W3137012456","https://openalex.org/W4236960823"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"an":[3],"algorithm":[4,22,64],"for":[5,89],"retrieving":[6],"the":[7,11,15,57,60,70,75,93,96,99],"snow":[8,48],"depth":[9,49],"from":[10,19],"data":[12],"acquired":[13],"by":[14],"microwave":[16],"radiometers":[17],"operating":[18],"space.":[20],"The":[21,63],"is":[23],"based":[24],"on":[25,82],"Artificial":[26],"Neural":[27],"Network":[28],"techniques":[29],"and":[30,34,43,50,80,91,98],"has":[31,65],"been":[32,66],"developed":[33],"tested":[35],"using":[36],"a":[37,87],"large":[38],"dataset":[39],"of":[40,47,59,95],"AMSR-E":[41,71],"acquisitions":[42,72],"corresponding":[44],"direct":[45],"measurements":[46],"air":[51],"temperature":[52],"collected":[53,73],"over":[54],"Siberia":[55],"within":[56],"framework":[58],"GCOM/AMSR2":[61],"mission.":[62],"subsequently":[67],"applied":[68],"to":[69],"during":[74],"winter":[76],"seasons":[77],"between":[78],"2002":[79],"2011":[81],"Alpine":[83],"regions,":[84],"setting":[85],"up":[86],"procedure":[88],"evaluating":[90],"correcting":[92],"effects":[94],"orography":[97],"forest":[100],"coverage.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}