{"id":"https://openalex.org/W4312530381","doi":"https://doi.org/10.1109/igarss46834.2022.9884045","title":"Agriculture Land Appraisal with Use of Remote Sensing and Infrastructure Data","display_name":"Agriculture Land Appraisal with Use of Remote Sensing and Infrastructure Data","publication_year":2022,"publication_date":"2022-07-17","ids":{"openalex":"https://openalex.org/W4312530381","doi":"https://doi.org/10.1109/igarss46834.2022.9884045"},"language":"en","primary_location":{"id":"doi:10.1109/igarss46834.2022.9884045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884045","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 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/A5006740564","display_name":"Nataliia Kussul","orcid":"https://orcid.org/0000-0002-9704-9702"},"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":true,"raw_author_name":"Nataliia Kussul","raw_affiliation_strings":["National Technical University of Ukraine &#x201C;Igor Sikorsky Kiev Polytechnic Institute&#x201D;,Kyiv,Ukraine","Space Research Institute NASU-SSAU, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine &#x201C;Igor Sikorsky Kiev Polytechnic Institute&#x201D;,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/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":"Andrii Shelestov","raw_affiliation_strings":["National Technical University of Ukraine &#x201C;Igor Sikorsky Kiev Polytechnic Institute&#x201D;,Kyiv,Ukraine","Space Research Institute NASU-SSAU, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine &#x201C;Igor Sikorsky Kiev Polytechnic Institute&#x201D;,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/A5034120216","display_name":"Hanna Yailymova","orcid":"https://orcid.org/0000-0001-6116-8294"},"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":"Hanna Yailymova","raw_affiliation_strings":["National Technical University of Ukraine &#x201C;Igor Sikorsky Kiev Polytechnic Institute&#x201D;,Kyiv,Ukraine","Space Research Institute NASU-SSAU, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine &#x201C;Igor Sikorsky Kiev Polytechnic Institute&#x201D;,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/A5017626415","display_name":"Leonid Shumilo","orcid":"https://orcid.org/0000-0002-7395-7933"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]},{"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","US"],"is_corresponding":false,"raw_author_name":"Leonid Shumilo","raw_affiliation_strings":["National Technical University of Ukraine &#x201C;Igor Sikorsky Kiev Polytechnic Institute&#x201D;,Kyiv,Ukraine","Department of Geographical Sciences, University of Maryland, College Park, MD, USA"],"affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine &#x201C;Igor Sikorsky Kiev Polytechnic Institute&#x201D;,Kyiv,Ukraine","institution_ids":["https://openalex.org/I202483615"]},{"raw_affiliation_string":"Department of Geographical Sciences, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018899604","display_name":"Sofiia Drozd","orcid":"https://orcid.org/0000-0002-5149-5520"},"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"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Sophia Drozd","raw_affiliation_strings":["National Technical University of Ukraine &#x201C;Igor Sikorsky Kiev Polytechnic Institute&#x201D;,Kyiv,Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine &#x201C;Igor Sikorsky Kiev Polytechnic Institute&#x201D;,Kyiv,Ukraine","institution_ids":["https://openalex.org/I202483615"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006740564"],"corresponding_institution_ids":["https://openalex.org/I202483615","https://openalex.org/I4210099374"],"apc_list":null,"apc_paid":null,"fwci":1.394,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80840229,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2785","last_page":"2788"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9782999753952026,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9782999753952026,"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/T14336","display_name":"Land Use and Management","score":0.9706000089645386,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13432","display_name":"Environmental Sustainability and Technology","score":0.9704999923706055,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.5942436456680298},{"id":"https://openalex.org/keywords/geoinformatics","display_name":"Geoinformatics","score":0.5566838979721069},{"id":"https://openalex.org/keywords/cadastre","display_name":"Cadastre","score":0.5484415888786316},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5483751893043518},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.5283131003379822},{"id":"https://openalex.org/keywords/human-settlement","display_name":"Human settlement","score":0.5131781697273254},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.49878931045532227},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.48604875802993774},{"id":"https://openalex.org/keywords/agricultural-land","display_name":"Agricultural land","score":0.4584992825984955},{"id":"https://openalex.org/keywords/thematic-map","display_name":"Thematic map","score":0.43522909283638},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.4341431260108948},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41161268949508667},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3606717586517334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3541865348815918},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.31476202607154846},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.19726333022117615},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.18512257933616638},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.14185264706611633},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13118502497673035},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12479889392852783},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10999876260757446}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.5942436456680298},{"id":"https://openalex.org/C109364679","wikidata":"https://www.wikidata.org/wiki/Q918779","display_name":"Geoinformatics","level":2,"score":0.5566838979721069},{"id":"https://openalex.org/C134207755","wikidata":"https://www.wikidata.org/wiki/Q191072","display_name":"Cadastre","level":2,"score":0.5484415888786316},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5483751893043518},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.5283131003379822},{"id":"https://openalex.org/C16678853","wikidata":"https://www.wikidata.org/wiki/Q486972","display_name":"Human settlement","level":2,"score":0.5131781697273254},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.49878931045532227},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.48604875802993774},{"id":"https://openalex.org/C502990516","wikidata":"https://www.wikidata.org/wiki/Q3395383","display_name":"Agricultural land","level":3,"score":0.4584992825984955},{"id":"https://openalex.org/C93692415","wikidata":"https://www.wikidata.org/wiki/Q1502030","display_name":"Thematic map","level":2,"score":0.43522909283638},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4341431260108948},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41161268949508667},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3606717586517334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3541865348815918},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.31476202607154846},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.19726333022117615},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.18512257933616638},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.14185264706611633},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13118502497673035},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12479889392852783},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10999876260757446},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss46834.2022.9884045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884045","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:ela.kpi.ua:123456789/50428","is_oa":false,"landing_page_url":"https://ela.kpi.ua/handle/123456789/50428","pdf_url":null,"source":{"id":"https://openalex.org/S4306402197","display_name":"\u0415\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u0438\u0439 \u0430\u0440\u0445\u0456\u0432 \u043d\u0430\u0443\u043a\u043e\u0432\u0438\u0445 \u0442\u0430 \u043e\u0441\u0432\u0456\u0442\u043d\u0456\u0445 \u043c\u0430\u0442\u0435\u0440\u0456\u0430\u043b\u0456\u0432 \u041a\u041f\u0406 \u0456\u043c. \u0406\u0433\u043e\u0440\u044f \u0421\u0456\u043a\u043e\u0440\u0441\u044c\u043a\u043e\u0433\u043e (\u041a\u041f\u0406 \u0456\u043c. \u0406\u0433\u043e\u0440\u044f \u0421\u0456\u043a\u043e\u0440\u0441\u044c\u043a\u043e\u0433\u043e)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I202483615","host_organization_name":"National Technical University of Ukraine \u201cIgor Sikorsky Kyiv Polytechnic Institute\u201d","host_organization_lineage":["https://openalex.org/I202483615"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 17-22 July, 2022, Kuala Lumpur, Malaysia : Proceedings","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1971683018","https://openalex.org/W2047549267","https://openalex.org/W2604086375","https://openalex.org/W2895615183","https://openalex.org/W2942992951","https://openalex.org/W2973657542","https://openalex.org/W2981927514","https://openalex.org/W3000442892","https://openalex.org/W3135523315","https://openalex.org/W3162245054","https://openalex.org/W3202075901","https://openalex.org/W3206377256","https://openalex.org/W3211132993","https://openalex.org/W6761557058"],"related_works":["https://openalex.org/W2361566382","https://openalex.org/W2114233742","https://openalex.org/W1562347873","https://openalex.org/W4247263692","https://openalex.org/W1899898439","https://openalex.org/W2051591117","https://openalex.org/W2212678439","https://openalex.org/W2017709107","https://openalex.org/W1963842245","https://openalex.org/W4312890769"],"abstract_inverted_index":{"1":[0],"<sup":[1],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[2],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">st</sup>":[3],"July":[4],"2021":[5],"the":[6,9,47,50,108,126,165,184],"law":[7],"on":[8,33,107],"creation":[10],"of":[11,38,57,70,85,119],"land":[12,21,34,102,110,127,136],"market":[13,111],"start":[14],"effect":[15],"in":[16,26,59,125],"Ukraine.":[17],"As":[18],"a":[19],"result,":[20],"appraisal":[22,35,128],"became":[23],"cornerstone":[24],"task":[25],"Ukrainian":[27],"agriculture":[28],"sector.":[29],"The":[30],"official":[31,109],"methodology":[32],"includes":[36],"use":[37],"soil":[39],"fertility":[40],"characteristics":[41,84,158],"combined":[42],"with":[43,67],"coefficients":[44],"related":[45],"to":[46,49,100,116,176,193,205],"distance":[48,204],"infrastructure":[51],"objects":[52],"or":[53,65],"settlements":[54],"and":[55,83,95,122,150,159,174,179,191,195,199,208],"placing":[56],"field":[58,157],"specific":[60],"functional":[61],"areas,":[62],"like":[63],"recreational,":[64],"areas":[66],"high":[68],"level":[69],"radiation":[71],"pollution.":[72],"In":[73],"this":[74],"study":[75],"we":[76],"collected":[77],"open":[78],"source":[79],"infostructure":[80],"geospatial":[81],"information":[82],"fields":[86,143,164,183],"obtained":[87],"from":[88],"remote":[89,123],"sensing":[90,124],"data":[91,138],"-":[92,145],"crop":[93],"types":[94],"Normalized":[96],"Difference":[97],"Vegetation":[98],"Index":[99],"build":[101],"price":[103,137],"predictive":[104],"model":[105],"trained":[106],"information.":[112],"This":[113],"work":[114],"designed":[115],"investigate":[117],"potential":[118],"geo-informational":[120],"technologies":[121],"use.":[129],"We":[130,152],"separated":[131],"all":[132],"available":[133],"ground":[134],"truth":[135],"into":[139],"three":[140],"groups":[141],"by":[142],"size":[144],"very":[146,162],"small,":[147,148],"medium":[149,198],"big.":[151],"found":[153],"different":[154],"relationships":[155],"between":[156],"prices.":[160],"For":[161,181,197],"small":[163,182],"most":[166,185],"important":[167,186],"features":[168],"are":[169,187],"area,":[170,202],"altitude,":[171,189],"slope,":[172,203],"bonitet":[173],"distances":[175,192],"elevators,":[177],"villages":[178],"roads.":[180,196],"bonitet,":[188],"area":[190],"cities":[194],"big":[200],"field's":[201],"cities,":[206],"roads":[207],"historical":[209],"NDVI.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}