{"id":"https://openalex.org/W4289792482","doi":"https://doi.org/10.1109/jstars.2022.3196611","title":"A Combined Approach for Monitoring Monthly Surface Water/Ice Dynamics of Lesser Slave Lake Via Earth Observation Data","display_name":"A Combined Approach for Monitoring Monthly Surface Water/Ice Dynamics of Lesser Slave Lake Via Earth Observation Data","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4289792482","doi":"https://doi.org/10.1109/jstars.2022.3196611"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2022.3196611","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3196611","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09850369.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09850369.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012751750","display_name":"Hatef Dastour","orcid":"https://orcid.org/0000-0002-2119-9077"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hatef Dastour","raw_affiliation_strings":["Department of Geomatics Engineering, University of Calgary, 2500 University Drive, Calgary, AB, Canada","Earth and Space Inc., Calgary, AB, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2119-9077","affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering, University of Calgary, 2500 University Drive, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Earth and Space Inc., Calgary, AB, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054736537","display_name":"Ebrahim Ghaderpour","orcid":"https://orcid.org/0000-0002-5165-1773"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["CA","IT"],"is_corresponding":false,"raw_author_name":"Ebrahim Ghaderpour","raw_affiliation_strings":["Department of Geomatics Engineering, University of Calgary, 2500 University Drive, Calgary, AB, Canada","Department of Earth Sciences, Sapienza University of Rome, Rome, Italy","Earth and Space Inc., Calgary, AB, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5165-1773","affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering, University of Calgary, 2500 University Drive, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Department of Earth Sciences, Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Earth and Space Inc., Calgary, AB, Canada","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017817815","display_name":"Quazi K. Hassan","orcid":"https://orcid.org/0000-0002-7034-359X"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Quazi K. Hassan","raw_affiliation_strings":["Department of Geomatics Engineering, University of Calgary, 2500 University Drive, Calgary, AB, Canada"],"raw_orcid":"https://orcid.org/0000-0002-7034-359X","affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering, University of Calgary, 2500 University Drive, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":2.855,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.90694308,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"15","issue":null,"first_page":"6402","last_page":"6417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14047","display_name":"Marine and environmental studies","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T14047","display_name":"Marine and environmental studies","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T11459","display_name":"Arctic and Antarctic ice dynamics","score":0.9768000245094299,"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/earth","display_name":"Earth (classical element)","score":0.5428857803344727},{"id":"https://openalex.org/keywords/surface-water","display_name":"Surface water","score":0.5233977437019348},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.47142642736434937},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.46514618396759033},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.46117982268333435},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4478786289691925},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.3231203854084015},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.16795557737350464},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07457521557807922},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.06805822253227234}],"concepts":[{"id":"https://openalex.org/C26148502","wikidata":"https://www.wikidata.org/wiki/Q2488752","display_name":"Earth (classical element)","level":2,"score":0.5428857803344727},{"id":"https://openalex.org/C8625798","wikidata":"https://www.wikidata.org/wiki/Q752112","display_name":"Surface water","level":2,"score":0.5233977437019348},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.47142642736434937},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.46514618396759033},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.46117982268333435},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4478786289691925},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.3231203854084015},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.16795557737350464},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07457521557807922},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.06805822253227234},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jstars.2022.3196611","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3196611","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09850369.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fb4c5ed597934487b51ceef0e91a661f","is_oa":true,"landing_page_url":"https://doaj.org/article/fb4c5ed597934487b51ceef0e91a661f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 15, Pp 6402-6417 (2022)","raw_type":"article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1655311","is_oa":true,"landing_page_url":"http://hdl.handle.net/11573/1655311","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2022.3196611","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3196611","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09850369.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313402","display_name":"Alberta Agriculture and Forestry","ror":null},{"id":"https://openalex.org/F4320314105","display_name":"Government of Alberta","ror":"https://ror.org/006b2g567"},{"id":"https://openalex.org/F4320319880","display_name":"Government of Canada","ror":"https://ror.org/010q4q527"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332183","display_name":"U.S. Geological Survey","ror":"https://ror.org/035a68863"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4289792482.pdf","grobid_xml":"https://content.openalex.org/works/W4289792482.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1728842521","https://openalex.org/W1968210987","https://openalex.org/W1999873791","https://openalex.org/W2013785526","https://openalex.org/W2050947749","https://openalex.org/W2059529250","https://openalex.org/W2064848794","https://openalex.org/W2077509829","https://openalex.org/W2091894170","https://openalex.org/W2101234009","https://openalex.org/W2101678239","https://openalex.org/W2122338569","https://openalex.org/W2137295153","https://openalex.org/W2139709933","https://openalex.org/W2156374693","https://openalex.org/W2160314638","https://openalex.org/W2318261349","https://openalex.org/W2617984405","https://openalex.org/W2725495055","https://openalex.org/W2749751926","https://openalex.org/W2784739051","https://openalex.org/W2803972022","https://openalex.org/W2808956245","https://openalex.org/W2953384591","https://openalex.org/W2964022491","https://openalex.org/W2983244502","https://openalex.org/W2989983865","https://openalex.org/W3033808886","https://openalex.org/W3046321365","https://openalex.org/W3097697564","https://openalex.org/W3111649965","https://openalex.org/W3181604813","https://openalex.org/W4236706032","https://openalex.org/W4243863038","https://openalex.org/W4295312788","https://openalex.org/W6636950212","https://openalex.org/W6637572315","https://openalex.org/W6675354045","https://openalex.org/W6713134421","https://openalex.org/W6750729320","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W3020002352","https://openalex.org/W2406795759","https://openalex.org/W2357875252","https://openalex.org/W126533163","https://openalex.org/W2507965015","https://openalex.org/W4380629442","https://openalex.org/W4385062146","https://openalex.org/W1994815372","https://openalex.org/W2249556678","https://openalex.org/W2249146193"],"abstract_inverted_index":{"Surface":[0],"water/ice":[1,36,150],"dynamic":[2],"monitoring":[3],"is":[4],"crucial":[5],"for":[6,61,97,105,114,148,169,188,197,205,212],"many":[7,45],"purposes,":[8],"such":[9,51,116],"as":[10,52,117,133,135],"water":[11,166],"resource":[12],"management,":[13],"agriculture,":[14],"climate":[15],"change,":[16],"drought,":[17],"and":[18,40,63,72,79,129,142,165,181,199,203,208,210],"flood":[19],"forecasting.":[20],"New":[21],"advances":[22],"in":[23,102],"remote":[24],"sensing":[25],"satellite":[26,160],"data":[27,85,161],"have":[28],"made":[29],"it":[30],"possible":[31],"to":[32,68,88],"monitor":[33],"the":[34,53,98,106,118,136,152,170,175,179,184,190],"surface":[35],"dynamics":[37],"both":[38],"spatially":[39],"temporally.":[41],"However,":[42],"there":[43],"are":[44,183,201],"challenges":[46],"when":[47],"using":[48,77],"these":[49],"data,":[50],"availability":[54],"of":[55,65,111],"valid":[56],"imagery,":[57],"cloud":[58],"contamination":[59],"issues":[60],"Landsat-8,":[62,115],"sensitivity":[64],"Sentinel-1":[66,80,137],"C-band":[67],"wind":[69],"speed,":[70],"topography,":[71],"others.":[73],"A":[74],"combined":[75],"methodology":[76],"Landsat-8":[78],"Synthetic":[81],"Aperture":[82],"Radar":[83],"(SAR)":[84],"was":[86],"proposed":[87],"create":[89],"monthly":[90],"change":[91,191],"maps":[92],"at":[93],"30 m":[94],"spatial":[95],"resolution":[96],"Lesser":[99],"Slave":[100],"Lake":[101],"Alberta,":[103],"Canada,":[104],"period":[107],"2017-2020.":[108],"The":[109,156,193],"potentials":[110],"multi-spectral":[112],"indices":[113,187],"Normalized":[119,124,143],"Difference":[120,125,144],"Vegetation":[121],"Index":[122,127,146],"(NDVI),":[123],"Water":[126],"(NDWI),":[128],"Modified":[130],"NDWI":[131],"(MNDWI)":[132],"well":[134],"SAR":[138],"backscattering":[139],"coefficients":[140],"(VV-VH)":[141],"Polarized":[145],"(NDPI)":[147],"separating":[149],"from":[151,159],"land":[153],"were":[154,172],"investigated.":[155],"results":[157,176],"obtained":[158],"with":[162],"historical":[163],"discharge":[164],"level":[167],"measurements":[168],"lake":[171],"compared.":[173],"Furthermore,":[174],"show":[177],"that":[178],"MNDWI":[180,198],"VH":[182,200],"most":[185],"effective":[186],"creating":[189],"maps.":[192],"overall":[194],"accuracies":[195],"achieved":[196],"92.10%":[202],"68.86%":[204],"cold":[206],"months":[207],"99.88%":[209],"98.49%":[211],"warm":[213],"months,":[214],"respectively.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2022-08-04T00:00:00"}