{"id":"https://openalex.org/W4318576782","doi":"https://doi.org/10.1109/dessert58054.2022.10018739","title":"Detection of War-Damaged Agricultural Fields of Ukraine Based on Vegetation Indices Using Sentinel-2 Data","display_name":"Detection of War-Damaged Agricultural Fields of Ukraine Based on Vegetation Indices Using Sentinel-2 Data","publication_year":2022,"publication_date":"2022-12-09","ids":{"openalex":"https://openalex.org/W4318576782","doi":"https://doi.org/10.1109/dessert58054.2022.10018739"},"language":"en","primary_location":{"id":"doi:10.1109/dessert58054.2022.10018739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dessert58054.2022.10018739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 12th International Conference on Dependable Systems, Services and Technologies (DESSERT)","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/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 Kyiv Polytechnic Institute&#x201D;,Kiev,Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine &#x201C;Igor Sikorsky Kyiv Polytechnic Institute&#x201D;,Kiev,Ukraine","institution_ids":["https://openalex.org/I202483615"]}]},{"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"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Hanna Yailymova","raw_affiliation_strings":["National Technical University of Ukraine &#x201C;Igor Sikorsky Kyiv Polytechnic Institute&#x201D;,Kiev,Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine &#x201C;Igor Sikorsky Kyiv Polytechnic Institute&#x201D;,Kiev,Ukraine","institution_ids":["https://openalex.org/I202483615"]}]},{"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 Kyiv Polytechnic Institute&#x201D;,Kiev,Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine &#x201C;Igor Sikorsky Kyiv Polytechnic Institute&#x201D;,Kiev,Ukraine","institution_ids":["https://openalex.org/I202483615"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006740564"],"corresponding_institution_ids":["https://openalex.org/I202483615"],"apc_list":null,"apc_paid":null,"fwci":1.7836,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88065801,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14372","display_name":"Environmental and Biological Research in Conflict Zones","score":0.9940000176429749,"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"}},"topics":[{"id":"https://openalex.org/T14372","display_name":"Environmental and Biological Research in Conflict Zones","score":0.9940000176429749,"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"}},{"id":"https://openalex.org/T13318","display_name":"Diverse Scientific Research in Ukraine","score":0.9807000160217285,"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/T13102","display_name":"Soil and Environmental Studies","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.757727324962616},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.6981861591339111},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.6290078163146973},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.5161534547805786},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.505955159664154},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4930059611797333},{"id":"https://openalex.org/keywords/vegetation-index","display_name":"Vegetation Index","score":0.48945581912994385},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.47287553548812866},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4029940366744995},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3136278986930847},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.16537189483642578},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.16474753618240356},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0838475227355957}],"concepts":[{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.757727324962616},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.6981861591339111},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.6290078163146973},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5161534547805786},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.505955159664154},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4930059611797333},{"id":"https://openalex.org/C2780376076","wikidata":"https://www.wikidata.org/wiki/Q1499458","display_name":"Vegetation Index","level":4,"score":0.48945581912994385},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.47287553548812866},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4029940366744995},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3136278986930847},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.16537189483642578},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.16474753618240356},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0838475227355957},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dessert58054.2022.10018739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dessert58054.2022.10018739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 12th International Conference on Dependable Systems, Services and Technologies (DESSERT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320307892","display_name":"European Bank for Reconstruction and Development","ror":"https://ror.org/02sstxn62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2494585756","https://openalex.org/W2767435816","https://openalex.org/W2771550661","https://openalex.org/W2772403108","https://openalex.org/W2787914536","https://openalex.org/W2905254777","https://openalex.org/W3036014044","https://openalex.org/W3089439994","https://openalex.org/W3205069265","https://openalex.org/W4291010504","https://openalex.org/W4320712078"],"related_works":["https://openalex.org/W4319317911","https://openalex.org/W3207384893","https://openalex.org/W3207046288","https://openalex.org/W4372264653","https://openalex.org/W4310842702","https://openalex.org/W3018080369","https://openalex.org/W4327662653","https://openalex.org/W4298152215","https://openalex.org/W4292161287","https://openalex.org/W2012686349"],"abstract_inverted_index":{"As":[0],"a":[1,87,102,181],"result":[2],"of":[3,6,14,23,33,42,47,69,110,134,148,170,174,183],"the":[4,7,12,20,24,39,45,53,64,78,111,124,132,171,189],"resolution":[5],"armed":[8],"military":[9],"conflict":[10],"on":[11,16,61],"territory":[13],"Ukraine":[15],"February":[17,117],"24,":[18],"2022,":[19,122],"agricultural":[21,57,139],"infrastructure":[22],"latter":[25],"was":[26,114,164],"marked":[27],"by":[28],"large-scale":[29],"destruction.":[30],"Accurate":[31],"identification":[32],"war-affected":[34],"areas":[35,157,177],"is":[36,59],"necessary":[37],"for":[38,44,55,77],"correct":[40],"allocation":[41],"resources":[43],"restoration":[46],"damaged":[48,156,176],"fields.":[49],"In":[50],"this":[51],"work,":[52],"search":[54],"war-damaged":[56],"fields":[58,140],"based":[60],"data":[62],"from":[63,94,116,143,188],"Sentinel-2":[65],"satellite.":[66],"Cloud-free":[67],"composites":[68],"Normalized":[70],"Difference":[71],"Vegetation":[72],"Index":[73],"(NDVI)":[74],"are":[75,105,178],"compared":[76],"immediate":[79],"period":[80],"before":[81],"and":[82,91,145],"after":[83],"active":[84],"hostilities":[85],"in":[86],"specific":[88],"area":[89],"(dates":[90],"locations":[92],"obtained":[93],"ACLED":[95,161],"source).":[96],"Pixels":[97],"whose":[98],"relative":[99],"difference":[100],"exceeds":[101],"given":[103],"threshold":[104],"considered":[106],"damaged.":[107],"The":[108],"survey":[109],"country's":[112],"territories":[113],"conducted":[115],"24":[118],"to":[119,131,138,185],"September":[120],"25,":[121],"with":[123],"dates":[125],"divided":[126],"into":[127],"two-week":[128],"periods.":[129],"According":[130],"results":[133],"research,":[135],"such":[136],"damage":[137],"as":[141],"funnels":[142],"explosions":[144],"shelling,":[146],"traces":[147],"machinery,":[149],"burnt":[150],"fields,":[151],"etc.,":[152],"were":[153,158],"found.":[154],"Detected":[155],"verified":[159],"using":[160],"data.":[162],"It":[163],"established":[165],"that":[166],"more":[167],"than":[168],"50%":[169],"total":[172],"number":[173],"identified":[175],"located":[179],"within":[180],"radius":[182],"up":[184],"5":[186],"km":[187],"combat":[190],"zone.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
