{"id":"https://openalex.org/W2122654727","doi":"https://doi.org/10.1109/igarss.2003.1294600","title":"Snow cover mapping using SPOT VEGETATION with high resolution data: application in the Moroccan Atlas Mountains","display_name":"Snow cover mapping using SPOT VEGETATION with high resolution data: application in the Moroccan Atlas Mountains","publication_year":2004,"publication_date":"2004-06-30","ids":{"openalex":"https://openalex.org/W2122654727","doi":"https://doi.org/10.1109/igarss.2003.1294600","mag":"2122654727"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2003.1294600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2003.1294600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5081118678","display_name":"Lahoucine Hanich","orcid":"https://orcid.org/0000-0003-3756-0944"},"institutions":[{"id":"https://openalex.org/I4210147360","display_name":"Sup de Co Marrakech","ror":"https://ror.org/03ez88s78","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210147360"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"L. Hanich","raw_affiliation_strings":["Facult\u00e9 des Sciences et Techniques de Marrakech, Marrakech, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facult\u00e9 des Sciences et Techniques de Marrakech, Marrakech, Morocco","institution_ids":["https://openalex.org/I4210147360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026000178","display_name":"Beno\u00eet de Solan","orcid":"https://orcid.org/0000-0002-6162-2562"},"institutions":[{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"B. de Solan","raw_affiliation_strings":["Centre d''Etudes Spatiales de la Biosphere, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d''Etudes Spatiales de la Biosphere, Toulouse, France","institution_ids":["https://openalex.org/I4210100083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016043162","display_name":"Beno\u0131\u0302t Duchemin","orcid":"https://orcid.org/0000-0002-9017-4340"},"institutions":[{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"B. Duchemin","raw_affiliation_strings":["Centre d''Etudes Spatiales de la Biosphere, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d''Etudes Spatiales de la Biosphere, Toulouse, France","institution_ids":["https://openalex.org/I4210100083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011480222","display_name":"P. Maisongrande","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P. Maisongrande","raw_affiliation_strings":["Centre d''Etudes Spatiales de la Biosphere, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d''Etudes Spatiales de la Biosphere, Toulouse, France","institution_ids":["https://openalex.org/I4210100083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064287053","display_name":"Anne Chaponni\u00e8re","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"A. Chaponniere","raw_affiliation_strings":["Centre d''Etudes Spatiales de la Biosphere, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d''Etudes Spatiales de la Biosphere, Toulouse, France","institution_ids":["https://openalex.org/I4210100083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027171976","display_name":"Gilles Boulet","orcid":"https://orcid.org/0000-0002-3905-7560"},"institutions":[{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"G. Boulet","raw_affiliation_strings":["Centre d''Etudes Spatiales de la Biosphere, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d''Etudes Spatiales de la Biosphere, Toulouse, France","institution_ids":["https://openalex.org/I4210100083"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113908431","display_name":"G. Chehbouni","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"G. Chehbouni","raw_affiliation_strings":["Centre d''Etudes Spatiales de la Biosphere, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d''Etudes Spatiales de la Biosphere, Toulouse, France","institution_ids":["https://openalex.org/I4210100083"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.947,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.94154961,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"2829","last_page":"2830"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9998999834060669,"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":0.9998999834060669,"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/T11333","display_name":"Climate change and permafrost","score":0.9909999966621399,"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":0.9902999997138977,"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/snow","display_name":"Snow","score":0.6713977456092834},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6056985855102539},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5943990349769592},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.5857540965080261},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5242722034454346},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.48143360018730164},{"id":"https://openalex.org/keywords/snow-cover","display_name":"Snow cover","score":0.46030381321907043},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.44532153010368347},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.4259631633758545},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.42162835597991943},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.41826385259628296},{"id":"https://openalex.org/keywords/snowmelt","display_name":"Snowmelt","score":0.41493797302246094},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.3983856439590454},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.27519553899765015},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.21026688814163208},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20614051818847656},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1023818850517273},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.09188207983970642}],"concepts":[{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.6713977456092834},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6056985855102539},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5943990349769592},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.5857540965080261},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5242722034454346},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.48143360018730164},{"id":"https://openalex.org/C2983043445","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow cover","level":3,"score":0.46030381321907043},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.44532153010368347},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.4259631633758545},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.42162835597991943},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.41826385259628296},{"id":"https://openalex.org/C64649846","wikidata":"https://www.wikidata.org/wiki/Q1754697","display_name":"Snowmelt","level":3,"score":0.41493797302246094},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3983856439590454},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.27519553899765015},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.21026688814163208},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20614051818847656},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1023818850517273},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.09188207983970642},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","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},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2003.1294600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2003.1294600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2145594622","https://openalex.org/W2154451735"],"related_works":["https://openalex.org/W2319932201","https://openalex.org/W4295099194","https://openalex.org/W2017261638","https://openalex.org/W2238432711","https://openalex.org/W2000636019","https://openalex.org/W2492627283","https://openalex.org/W2350678091","https://openalex.org/W4246716158","https://openalex.org/W1992268337","https://openalex.org/W176414539"],"abstract_inverted_index":{"This":[0,272],"study":[1,101,248],"is":[2,34,49,62,82,102,209,231,249,275],"part":[3],"of":[4,16,23,31,38,99,141,200,215,228,246,279],"the":[5,35,42,53,57,63,68,71,92,105,115,149,169,173,198,202],"SUDMED":[6],"project":[7,33],"from":[8,134,156,220],"IRD":[9],"(Research":[10],"Institute":[11],"for":[12,67,186],"Development),":[13],"CESBIO,":[14],"University":[15],"Marrakech":[17,43],"and":[18,26,56,109,121,172,181,192,235],"Moroccan":[19],"administrations":[20],"in":[21,95],"charge":[22],"agriculture,":[24],"forestry":[25],"water":[27,65,88],"management.":[28],"The":[29,97,206,226,243],"objective":[30,98,199],"this":[32,46,100,126,247],"hydro-ecological":[36],"modeling":[37],"hydrological":[39],"resources":[40],"on":[41,239,269],"region.":[44],"In":[45],"context,":[47],"it":[48,61],"important":[50,277],"to":[51,86,103,110,168,211,223,250,264],"characterize":[52],"snow":[54,72,106,129,150,229,270],"cover":[55,73,107,130,151,230],"melting":[58,93],"dynamics":[59,227],"as":[60],"main":[64,244],"source":[66],"plain.":[69],"Evaluate":[70],"using":[74,118,260],"satellite":[75,123],"images":[76,137,194,218],"at":[77],"a":[78,83,212],"short":[79],"temporal":[80],"scale":[81],"first":[84],"step":[85],"estimate":[87],"quantity":[89],"available":[90],"during":[91,114],"season,":[94],"spring.":[96],"calculate":[104],"area":[108],"follow":[111],"its":[112],"evolution":[113],"winter":[116],"season":[117],"both":[119,190],"high":[120,157,261],"low":[122,135,253],"imagery.":[124],"For":[125],"purpose,":[127],"several":[128,187],"indices":[131],"(SCI)":[132],"calculated":[133,154],"resolution":[136,159,254,262],"SPOT/VEGETATION":[138,217],"(pixel":[139],"size":[140],"1":[142],"km/sup":[143],"2/)":[144],"have":[145,183],"been":[146,184],"compared":[147,232],"with":[148,197,233],"percentage":[152],"(SCP)":[153],"derived":[155],"spatial":[158],"sensors":[160],"(in":[161],"particular":[162],"LandSat-TM).":[163],"Particular":[164],"attention":[165],"was":[166],"given":[167],"classification":[170],"procedure":[171],"co-registration":[174],"problem.":[175],"Then,":[176],"pixel-based":[177],"regressions":[178],"between":[179],"SCP":[180],"SCI":[182],"calibrated":[185],"dates":[188],"(when":[189],"VEGETATION":[191],"TM":[193],"were":[195],"available)":[196],"finding":[201],"most":[203],"robust":[204],"relationship.":[205],"previous":[207],"relation":[208],"applied":[210],"time":[213],"series":[214],"30":[216],"acquired":[219],"December":[221],"1998":[222],"May":[224],"1999.":[225],"rainfalls":[234],"flow":[236],"chronicles":[237],"observed":[238],"three":[240],"mountainous":[241],"watersheds.":[242],"interest":[245],"show":[251],"that":[252],"precision":[255],"can":[256],"be":[257],"easily":[258],"improved":[259],"imagery":[263],"obtain":[265],"reliable":[266],"quantitative":[267],"information":[268,274],"cover.":[271],"last":[273],"an":[276],"input":[278],"snowmelt":[280],"runoff":[281],"models.":[282]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}