{"id":"https://openalex.org/W2547723823","doi":"https://doi.org/10.1109/igarss.2016.7730174","title":"Validation methods for regional retrospective high resolution land cover for Ukraine","display_name":"Validation methods for regional retrospective high resolution land cover for Ukraine","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2547723823","doi":"https://doi.org/10.1109/igarss.2016.7730174","mag":"2547723823"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2016.7730174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2016.7730174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","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/A5082681779","display_name":"Mykola Lavreniuk","orcid":"https://orcid.org/0000-0003-2183-8833"},"institutions":[{"id":"https://openalex.org/I189238007","display_name":"Taras Shevchenko National University of Kyiv","ror":"https://ror.org/02aaqv166","country_code":"UA","type":"education","lineage":["https://openalex.org/I189238007"]},{"id":"https://openalex.org/I4210099374","display_name":"Space Research Institute","ror":"https://ror.org/015zbz228","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210099374"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Mykola Lavreniuk","raw_affiliation_strings":["Space Research Institute NASU-SSAU, Kyiv, Ukraine","Taras Shevchenko National University of Kyiv, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Space Research Institute NASU-SSAU, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4210099374"]},{"raw_affiliation_string":"Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","institution_ids":["https://openalex.org/I189238007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006740564","display_name":"Nataliia Kussul","orcid":"https://orcid.org/0000-0002-9704-9702"},"institutions":[{"id":"https://openalex.org/I202483615","display_name":"National Technical University of Ukraine \u201cIgor Sikorsky Kyiv Polytechnic Institute\u201d","ror":"https://ror.org/00syn5v21","country_code":"UA","type":"education","lineage":["https://openalex.org/I202483615"]},{"id":"https://openalex.org/I4210099374","display_name":"Space Research Institute","ror":"https://ror.org/015zbz228","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210099374"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Nataliia Kussul","raw_affiliation_strings":["National Technical University of Ukraine, Kyiv Polytechnic Institute, Kyiv, Ukraine","Space Research Institute NASU-SSAU, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine, Kyiv Polytechnic Institute, Kyiv, Ukraine","institution_ids":["https://openalex.org/I202483615"]},{"raw_affiliation_string":"Space Research Institute NASU-SSAU, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4210099374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019694508","display_name":"\u0410\u043d\u0434\u0440\u0456\u0439 \u0428\u0435\u043b\u0435\u0441\u0442\u043e\u0432","orcid":"https://orcid.org/0000-0001-9256-4097"},"institutions":[{"id":"https://openalex.org/I4210099374","display_name":"Space Research Institute","ror":"https://ror.org/015zbz228","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210099374"]},{"id":"https://openalex.org/I202483615","display_name":"National Technical University of Ukraine \u201cIgor Sikorsky Kyiv Polytechnic Institute\u201d","ror":"https://ror.org/00syn5v21","country_code":"UA","type":"education","lineage":["https://openalex.org/I202483615"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Andrii Shelestov","raw_affiliation_strings":["National Technical University of Ukraine, Kyiv Polytechnic Institute, Kyiv, Ukraine","Space Research Institute NASU-SSAU, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine, Kyiv Polytechnic Institute, Kyiv, Ukraine","institution_ids":["https://openalex.org/I202483615"]},{"raw_affiliation_string":"Space Research Institute NASU-SSAU, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4210099374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064249540","display_name":"Bohdan Yailymov","orcid":"https://orcid.org/0000-0002-2635-9842"},"institutions":[{"id":"https://openalex.org/I4210099374","display_name":"Space Research Institute","ror":"https://ror.org/015zbz228","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210099374"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Bohdan Yailymov","raw_affiliation_strings":["Space Research Institute NASU-SSAU, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Space Research Institute NASU-SSAU, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4210099374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079226700","display_name":"Tamara Oliinyk","orcid":null},"institutions":[{"id":"https://openalex.org/I189238007","display_name":"Taras Shevchenko National University of Kyiv","ror":"https://ror.org/02aaqv166","country_code":"UA","type":"education","lineage":["https://openalex.org/I189238007"]},{"id":"https://openalex.org/I4210099374","display_name":"Space Research Institute","ror":"https://ror.org/015zbz228","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210099374"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Tamara Oliinyk","raw_affiliation_strings":["Space Research Institute NASU-SSAU, Kyiv, Ukraine","Taras Shevchenko National University of Kyiv, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Space Research Institute NASU-SSAU, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4210099374"]},{"raw_affiliation_string":"Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","institution_ids":["https://openalex.org/I189238007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038601320","display_name":"Alexander Kosteckyi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099374","display_name":"Space Research Institute","ror":"https://ror.org/015zbz228","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210099374"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Alexander Kosteckyi","raw_affiliation_strings":["Space Research Institute NASU-SSAU, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Space Research Institute NASU-SSAU, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4210099374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082681779"],"corresponding_institution_ids":["https://openalex.org/I189238007","https://openalex.org/I4210099374"],"apc_list":null,"apc_paid":null,"fwci":0.4412,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6996518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"4502","last_page":"4505"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13997","display_name":"Scientific Research and Studies","score":0.9866999983787537,"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"}},"topics":[{"id":"https://openalex.org/T13997","display_name":"Scientific Research and Studies","score":0.9866999983787537,"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":0.953499972820282,"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"}},{"id":"https://openalex.org/T13318","display_name":"Diverse Scientific Research in Ukraine","score":0.9438999891281128,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.7394841909408569},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.6475213766098022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5614299178123474},{"id":"https://openalex.org/keywords/systematic-sampling","display_name":"Systematic sampling","score":0.5456493496894836},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5367022752761841},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.4858846068382263},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4642300009727478},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.450417697429657},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45003291964530945},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.381382018327713},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.3148512840270996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21335077285766602},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2047184705734253},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1833934187889099},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.14012697339057922},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.08348050713539124}],"concepts":[{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.7394841909408569},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6475213766098022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5614299178123474},{"id":"https://openalex.org/C192489979","wikidata":"https://www.wikidata.org/wiki/Q1502997","display_name":"Systematic sampling","level":2,"score":0.5456493496894836},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5367022752761841},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.4858846068382263},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4642300009727478},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.450417697429657},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45003291964530945},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.381382018327713},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.3148512840270996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21335077285766602},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2047184705734253},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1833934187889099},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.14012697339057922},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.08348050713539124},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2016.7730174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2016.7730174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.6700000166893005,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1486392768","https://openalex.org/W1966845328","https://openalex.org/W1989424988","https://openalex.org/W2003671202","https://openalex.org/W2010167439","https://openalex.org/W2011500029","https://openalex.org/W2016502309","https://openalex.org/W2046975657","https://openalex.org/W2080164612","https://openalex.org/W2099173511","https://openalex.org/W2184413567","https://openalex.org/W2336708139","https://openalex.org/W2404854973","https://openalex.org/W2504969653","https://openalex.org/W2514863413","https://openalex.org/W4285719527","https://openalex.org/W6686457104","https://openalex.org/W6703611609","https://openalex.org/W6713615908","https://openalex.org/W6724868818","https://openalex.org/W6725813756"],"related_works":["https://openalex.org/W2387471420","https://openalex.org/W4253670017","https://openalex.org/W2381368487","https://openalex.org/W2078767942","https://openalex.org/W3133615129","https://openalex.org/W2087854757","https://openalex.org/W2188959887","https://openalex.org/W2373152553","https://openalex.org/W4238714840","https://openalex.org/W3192667092"],"abstract_inverted_index":{"Many":[0],"applied":[1],"Earth":[2],"observation":[3],"problems":[4],"are":[5],"based":[6,41],"on":[7,42,91],"land":[8,11,36],"cover":[9,37],"and":[10,48,89,109],"use":[12],"maps,":[13],"derived":[14],"from":[15],"satellite":[16],"data.":[17],"That":[18],"is":[19,22,52,142],"why":[20],"it":[21],"important":[23],"to":[24,128,133,154],"assess":[25],"their":[26],"accuracy.":[27],"We":[28],"have":[29],"developed":[30],"retrospective":[31,58],"regional":[32],"30":[33],"meter":[34],"resolution":[35],"maps":[38,63],"for":[39,45,56,79],"Ukraine":[40],"Landsat":[43],"data":[44,55],"1990,":[46],"2000":[47],"2010.":[49],"As":[50],"there":[51],"no":[53],"reference":[54,80],"validating":[57],"periods,":[59],"validation":[60,118],"of":[61,105],"the":[62,102,117,121,134,138,149,155],"could":[64],"be":[65,129],"done":[66],"only":[67],"with":[68,112,120],"photo-interpretation.":[69],"In":[70],"this":[71],"paper":[72],"we":[73,100,115],"investigate":[74],"two":[75],"different":[76],"sampling":[77,123,140],"schemes":[78],"samples":[81,85,98,146],"selection:":[82],"pseudo-random":[83,113],"(purposeful)":[84],"selection":[86,99],"(first":[87],"approach)":[88,127],"systematic":[90,97,122],"regular":[92],"grid":[93],"(second":[94],"approach).":[95],"With":[96],"receive":[101],"lower":[103],"accuracy":[104],"classification":[106],"(overall,":[107],"user":[108],"producer),":[110],"then":[111],"Nevertheless":[114],"consider":[116],"results":[119],"scheme":[124,141],"(the":[125],"second":[126,139,150],"more":[130],"reliable":[131],"comparing":[132],"first":[135],"one,":[136],"because":[137],"less":[143],"subjective.":[144],"Moreover,":[145],"proportion":[147],"within":[148],"approach":[151],"better":[152],"corresponds":[153],"statistics.":[156]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}