{"id":"https://openalex.org/W2490529721","doi":"https://doi.org/10.3390/rs8080631","title":"Surface Water Mapping from Suomi NPP-VIIRS Imagery at 30 m Resolution via Blending with Landsat Data","display_name":"Surface Water Mapping from Suomi NPP-VIIRS Imagery at 30 m Resolution via Blending with Landsat Data","publication_year":2016,"publication_date":"2016-07-29","ids":{"openalex":"https://openalex.org/W2490529721","doi":"https://doi.org/10.3390/rs8080631","mag":"2490529721"},"language":"en","primary_location":{"id":"doi:10.3390/rs8080631","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8080631","pdf_url":"https://www.mdpi.com/2072-4292/8/8/631/pdf?version=1469795197","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/8/8/631/pdf?version=1469795197","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087351521","display_name":"Chang Huang","orcid":"https://orcid.org/0000-0002-8621-4581"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chang Huang","raw_affiliation_strings":["College of Urban and Environmental Sciences, Northwest University, Xi\u2019an 710127, China","College of Urban and Environmental Sciences, Northwest University, Xi'an 710127, China"],"affiliations":[{"raw_affiliation_string":"College of Urban and Environmental Sciences, Northwest University, Xi\u2019an 710127, China","institution_ids":["https://openalex.org/I37802460"]},{"raw_affiliation_string":"College of Urban and Environmental Sciences, Northwest University, Xi'an 710127, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077845043","display_name":"Yun Chen","orcid":"https://orcid.org/0000-0001-6819-6562"},"institutions":[{"id":"https://openalex.org/I4210161554","display_name":"CSIRO Land and Water","ror":"https://ror.org/057xz1h85","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210161554","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yun Chen","raw_affiliation_strings":["Commonwealth Scientific and Industrial Research Organization (CSIRO) Land and Water, Canberra, ACT 2600, Australia"],"affiliations":[{"raw_affiliation_string":"Commonwealth Scientific and Industrial Research Organization (CSIRO) Land and Water, Canberra, ACT 2600, Australia","institution_ids":["https://openalex.org/I4210161554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100703155","display_name":"Shiqiang Zhang","orcid":"https://orcid.org/0000-0003-3407-6356"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqiang Zhang","raw_affiliation_strings":["College of Urban and Environmental Sciences, Northwest University, Xi\u2019an 710127, China","College of Urban and Environmental Sciences, Northwest University, Xi'an 710127, China"],"affiliations":[{"raw_affiliation_string":"College of Urban and Environmental Sciences, Northwest University, Xi\u2019an 710127, China","institution_ids":["https://openalex.org/I37802460"]},{"raw_affiliation_string":"College of Urban and Environmental Sciences, Northwest University, Xi'an 710127, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075538321","display_name":"Linyi Li","orcid":"https://orcid.org/0000-0002-2185-8407"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linyi Li","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430072, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068250169","display_name":"Kaifang Shi","orcid":"https://orcid.org/0000-0001-9047-2885"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaifang Shi","raw_affiliation_strings":["Key Laboratory of Geographic Information Science, Ministry of Education, East China Normal University, Shanghai 200062, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Geographic Information Science, Ministry of Education, East China Normal University, Shanghai 200062, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100448354","display_name":"Rui Liu","orcid":"https://orcid.org/0000-0001-7267-5830"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]},{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Liu","raw_affiliation_strings":["Beijing Laboratory of Water Resource Security, Capital Normal University, Beijing 100048, China","Key Laboratory of Geographic Information Science, Ministry of Education, East China Normal University, Shanghai 200062, China"],"affiliations":[{"raw_affiliation_string":"Beijing Laboratory of Water Resource Security, Capital Normal University, Beijing 100048, China","institution_ids":["https://openalex.org/I96852419"]},{"raw_affiliation_string":"Key Laboratory of Geographic Information Science, Ministry of Education, East China Normal University, Shanghai 200062, China","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5087351521"],"corresponding_institution_ids":["https://openalex.org/I37802460"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.928,"has_fulltext":true,"cited_by_count":43,"citation_normalized_percentile":{"value":0.94352029,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":"8","first_page":"631","last_page":"631"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9969000220298767,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/remote-sensing","display_name":"Remote sensing","score":0.7355778217315674},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6758671998977661},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5050120949745178},{"id":"https://openalex.org/keywords/surface-water","display_name":"Surface water","score":0.4942169487476349},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4602448344230652},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4499467611312866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2852185368537903},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21982485055923462},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.077798992395401}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7355778217315674},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6758671998977661},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5050120949745178},{"id":"https://openalex.org/C8625798","wikidata":"https://www.wikidata.org/wiki/Q752112","display_name":"Surface water","level":2,"score":0.4942169487476349},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4602448344230652},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4499467611312866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2852185368537903},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21982485055923462},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.077798992395401},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs8080631","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8080631","pdf_url":"https://www.mdpi.com/2072-4292/8/8/631/pdf?version=1469795197","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:108ea9925a3c42e0b56d5fde24ea8b60","is_oa":true,"landing_page_url":"https://doaj.org/article/108ea9925a3c42e0b56d5fde24ea8b60","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 8, Iss 8, p 631 (2016)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs8080631","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8080631","pdf_url":"https://www.mdpi.com/2072-4292/8/8/631/pdf?version=1469795197","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[{"id":"https://openalex.org/G1092971369","display_name":null,"funder_award_id":"2013CBA01806","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3412386797","display_name":null,"funder_award_id":"201401","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5534525079","display_name":null,"funder_award_id":"41501460","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8955107213","display_name":null,"funder_award_id":"Major","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325627","display_name":"Education Department of Shaanxi Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2490529721.pdf","grobid_xml":"https://content.openalex.org/works/W2490529721.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1885099236","https://openalex.org/W1946646115","https://openalex.org/W1966808625","https://openalex.org/W1980663293","https://openalex.org/W1982206826","https://openalex.org/W1995581599","https://openalex.org/W2006725446","https://openalex.org/W2012188213","https://openalex.org/W2016038790","https://openalex.org/W2016141417","https://openalex.org/W2022811154","https://openalex.org/W2023306858","https://openalex.org/W2024578125","https://openalex.org/W2027756597","https://openalex.org/W2032275874","https://openalex.org/W2032605666","https://openalex.org/W2037364101","https://openalex.org/W2039596145","https://openalex.org/W2040638734","https://openalex.org/W2049685742","https://openalex.org/W2051372842","https://openalex.org/W2055692615","https://openalex.org/W2056811372","https://openalex.org/W2075290674","https://openalex.org/W2077509829","https://openalex.org/W2079182940","https://openalex.org/W2082302033","https://openalex.org/W2088603520","https://openalex.org/W2088685593","https://openalex.org/W2091129519","https://openalex.org/W2091793895","https://openalex.org/W2097870391","https://openalex.org/W2101678239","https://openalex.org/W2105090634","https://openalex.org/W2116062066","https://openalex.org/W2117060272","https://openalex.org/W2124084441","https://openalex.org/W2131625616","https://openalex.org/W2133059825","https://openalex.org/W2150830784","https://openalex.org/W2281309636","https://openalex.org/W2336807904","https://openalex.org/W4252975295","https://openalex.org/W6654567322"],"related_works":["https://openalex.org/W2397288865","https://openalex.org/W2368524271","https://openalex.org/W4247116873","https://openalex.org/W2576709312","https://openalex.org/W2023657818","https://openalex.org/W2392797073","https://openalex.org/W2121524756","https://openalex.org/W2384907669","https://openalex.org/W2373120800","https://openalex.org/W2369060955"],"abstract_inverted_index":{"Monitoring":[0],"the":[1,38,50,132,146,158,170,179],"dynamics":[2],"of":[3,119,181,212,218],"surface":[4,96,188],"water":[5,64,97,114,126,133,166,171,189,208],"using":[6],"remotely":[7],"sensed":[8],"data":[9,56,59,78],"generally":[10,164],"requires":[11],"both":[12,192],"high":[13,16,193,196],"spatial":[14,194],"and":[15,21,41,131,137,195,214],"temporal":[17,197],"resolutions.":[18,198],"One":[19],"effective":[20],"popular":[22],"approach":[23],"for":[24,48,94,186,207,226,234],"achieving":[25,187],"this":[26,219],"is":[27,129,203],"image":[28,232],"fusion.":[29],"This":[30],"study":[31,118,176,220],"adopts":[32],"a":[33,81,111],"widely":[34],"accepted":[35],"fusion":[36,100],"model,":[37],"Enhanced":[39],"Spatial":[40],"Temporal":[42],"Adaptive":[43],"Reflectance":[44],"Fusion":[45],"Model":[46],"(ESTARFM),":[47],"blending":[49,182,228,233],"newly":[51],"available":[52],"coarse-resolution":[53],"Suomi":[54],"NPP-VIIRS":[55,77,183],"with":[57,153,184],"Landsat":[58,112,185],"in":[60,123,210],"order":[61],"to":[62,75,79,205],"derive":[63],"maps":[65],"at":[66,191],"30":[67],"m":[68],"resolution.":[69],"The":[70,85,161,175,216],"Pan-sharpening":[71],"technique":[72],"was":[73,92,139],"applied":[74],"preprocessing":[76],"achieve":[80],"higher-resolution":[82],"before":[83],"blending.":[84],"modified":[86],"Normalized":[87],"Difference":[88],"Water":[89],"Index":[90],"(mNDWI)":[91],"employed":[93],"mapping":[95,120,190,209],"area.":[98],"Two":[99],"alternatives,":[101],"blend-then-index":[102],"(BI)":[103],"or":[104],"index-then-blend":[105],"(IB),":[106],"were":[107],"comparatively":[108],"analyzed":[109],"against":[110],"derived":[113],"map.":[115],"A":[116],"case":[117],"Poyang":[121],"Lake":[122],"China,":[124],"where":[125],"distribution":[127],"pattern":[128],"complex":[130],"body":[134],"changes":[135],"frequently":[136],"drastically,":[138],"conducted.":[140],"It":[141,199],"has":[142,177,222],"been":[143],"revealed":[144],"that":[145,201],"IB":[147,202],"method":[148,163],"derives":[149],"more":[150],"accurate":[151],"results":[152],"less":[154],"computation":[155],"time":[156],"than":[157],"BI":[159,162,206],"method.":[160],"underestimates":[165],"distribution,":[167],"especially":[168],"when":[169],"area":[172],"expands":[173],"radically.":[174],"demonstrated":[178],"feasibility":[180],"suggests":[200],"superior":[204],"terms":[211],"efficiency":[213],"accuracy.":[215],"finding":[217],"also":[221],"important":[223],"reference":[224],"values":[225],"other":[227],"works,":[229],"such":[230],"as":[231],"vegetation":[235],"cover":[236],"monitoring.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2016-08-23T00:00:00"}