{"id":"https://openalex.org/W4206228154","doi":"https://doi.org/10.1109/access.2021.3134375","title":"Assessment of the Risk of Disturbance Impact on Primeval and Managed Forests Based on Earth Observation Data Using the Example of Slovak Eastern Carpathians","display_name":"Assessment of the Risk of Disturbance Impact on Primeval and Managed Forests Based on Earth Observation Data Using the Example of Slovak Eastern Carpathians","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4206228154","doi":"https://doi.org/10.1109/access.2021.3134375"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3134375","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3134375","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09645551.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09645551.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062264024","display_name":"Elena Zaitseva","orcid":"https://orcid.org/0000-0002-9087-0311"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Elena Zaitseva","raw_affiliation_strings":["Department of Informatics, University of &#x017D;ilina, &#x017D;ilina, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-9087-0311","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of &#x017D;ilina, &#x017D;ilina, Slovakia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083969393","display_name":"Sergey Stankevich","orcid":"https://orcid.org/0000-0002-0889-5764"},"institutions":[{"id":"https://openalex.org/I149851306","display_name":"National Academy of Sciences of Ukraine","ror":"https://ror.org/00je4t102","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306"]},{"id":"https://openalex.org/I4210116529","display_name":"Scientific Centre for Aerospace Research of the Earth","ror":"https://ror.org/01t8gb397","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210116529","https://openalex.org/I4210148445"]},{"id":"https://openalex.org/I4210148445","display_name":"Institute of Geological Sciences","ror":"https://ror.org/054bsq212","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210148445"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Sergey Stankevich","raw_affiliation_strings":["Scientific Centre for Aerospace Research of the Earth, Institute of Geological Sciences, National Academy of Sciences of Ukraine, Kyiv, Ukraine","Scientific Centre for Aerospace Research of the Earth of the Institute of Geological Sciences of the National Academy of Sciences of Ukraine, O. 55-B Oles Gonchar str., Kyiv, 01054, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-0889-5764","affiliations":[{"raw_affiliation_string":"Scientific Centre for Aerospace Research of the Earth, Institute of Geological Sciences, National Academy of Sciences of Ukraine, Kyiv, Ukraine","institution_ids":["https://openalex.org/I149851306","https://openalex.org/I4210116529","https://openalex.org/I4210148445"]},{"raw_affiliation_string":"Scientific Centre for Aerospace Research of the Earth of the Institute of Geological Sciences of the National Academy of Sciences of Ukraine, O. 55-B Oles Gonchar str., Kyiv, 01054, Ukraine","institution_ids":["https://openalex.org/I4210116529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042957273","display_name":"\u0410\u043d\u043d\u0430 \u041a\u043e\u0437\u043b\u043e\u0432\u0430","orcid":"https://orcid.org/0000-0001-5336-237X"},"institutions":[{"id":"https://openalex.org/I149851306","display_name":"National Academy of Sciences of Ukraine","ror":"https://ror.org/00je4t102","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306"]},{"id":"https://openalex.org/I4210116529","display_name":"Scientific Centre for Aerospace Research of the Earth","ror":"https://ror.org/01t8gb397","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210116529","https://openalex.org/I4210148445"]},{"id":"https://openalex.org/I4210148445","display_name":"Institute of Geological Sciences","ror":"https://ror.org/054bsq212","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210148445"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Anna Kozlova","raw_affiliation_strings":["Scientific Centre for Aerospace Research of the Earth, Institute of Geological Sciences, National Academy of Sciences of Ukraine, Kyiv, Ukraine","Scientific Centre for Aerospace Research of the Earth of the Institute of Geological Sciences of the National Academy of Sciences of Ukraine, O. 55-B Oles Gonchar str., Kyiv, 01054, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-5336-237X","affiliations":[{"raw_affiliation_string":"Scientific Centre for Aerospace Research of the Earth, Institute of Geological Sciences, National Academy of Sciences of Ukraine, Kyiv, Ukraine","institution_ids":["https://openalex.org/I149851306","https://openalex.org/I4210116529","https://openalex.org/I4210148445"]},{"raw_affiliation_string":"Scientific Centre for Aerospace Research of the Earth of the Institute of Geological Sciences of the National Academy of Sciences of Ukraine, O. 55-B Oles Gonchar str., Kyiv, 01054, Ukraine","institution_ids":["https://openalex.org/I4210116529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015179298","display_name":"Iryna Piestova","orcid":"https://orcid.org/0000-0003-2981-7826"},"institutions":[{"id":"https://openalex.org/I149851306","display_name":"National Academy of Sciences of Ukraine","ror":"https://ror.org/00je4t102","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306"]},{"id":"https://openalex.org/I4210116529","display_name":"Scientific Centre for Aerospace Research of the Earth","ror":"https://ror.org/01t8gb397","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210116529","https://openalex.org/I4210148445"]},{"id":"https://openalex.org/I4210148445","display_name":"Institute of Geological Sciences","ror":"https://ror.org/054bsq212","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210148445"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Iryna Piestova","raw_affiliation_strings":["Scientific Centre for Aerospace Research of the Earth, Institute of Geological Sciences, National Academy of Sciences of Ukraine, Kyiv, Ukraine","Scientific Centre for Aerospace Research of the Earth of the Institute of Geological Sciences of the National Academy of Sciences of Ukraine, O. 55-B Oles Gonchar str., Kyiv, 01054, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-2981-7826","affiliations":[{"raw_affiliation_string":"Scientific Centre for Aerospace Research of the Earth, Institute of Geological Sciences, National Academy of Sciences of Ukraine, Kyiv, Ukraine","institution_ids":["https://openalex.org/I149851306","https://openalex.org/I4210116529","https://openalex.org/I4210148445"]},{"raw_affiliation_string":"Scientific Centre for Aerospace Research of the Earth of the Institute of Geological Sciences of the National Academy of Sciences of Ukraine, O. 55-B Oles Gonchar str., Kyiv, 01054, Ukraine","institution_ids":["https://openalex.org/I4210116529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017787598","display_name":"Vitaly Levashenko","orcid":"https://orcid.org/0000-0003-1932-3603"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vitaly Levashenko","raw_affiliation_strings":["Department of Informatics, University of &#x017D;ilina, &#x017D;ilina, Slovakia"],"raw_orcid":"https://orcid.org/0000-0003-1932-3603","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of &#x017D;ilina, &#x017D;ilina, Slovakia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010192873","display_name":"Patrik Rusnak","orcid":"https://orcid.org/0000-0001-9683-5376"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patrik Rusnak","raw_affiliation_strings":["Department of Informatics, University of &#x017D;ilina, &#x017D;ilina, Slovakia"],"raw_orcid":"https://orcid.org/0000-0001-9683-5376","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of &#x017D;ilina, &#x017D;ilina, Slovakia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062264024"],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.777,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.65868673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"162847","last_page":"162856"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T12713","display_name":"Forest Ecology and Biodiversity Studies","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect 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"}},{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9830999970436096,"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/disturbance","display_name":"Disturbance (geology)","score":0.7872579097747803},{"id":"https://openalex.org/keywords/slovak","display_name":"Slovak","score":0.774417519569397},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.43245095014572144},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4238867163658142},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.3838776648044586},{"id":"https://openalex.org/keywords/earth-science","display_name":"Earth science","score":0.38386526703834534},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3498240113258362},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3085722327232361},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.29197192192077637},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.16271641850471497},{"id":"https://openalex.org/keywords/paleontology","display_name":"Paleontology","score":0.14453542232513428},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1273055076599121},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.08937954902648926},{"id":"https://openalex.org/keywords/czech","display_name":"Czech","score":0.08538275957107544}],"concepts":[{"id":"https://openalex.org/C2777601987","wikidata":"https://www.wikidata.org/wiki/Q5283581","display_name":"Disturbance (geology)","level":2,"score":0.7872579097747803},{"id":"https://openalex.org/C2780102689","wikidata":"https://www.wikidata.org/wiki/Q9058","display_name":"Slovak","level":3,"score":0.774417519569397},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.43245095014572144},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4238867163658142},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3838776648044586},{"id":"https://openalex.org/C1965285","wikidata":"https://www.wikidata.org/wiki/Q8008","display_name":"Earth science","level":1,"score":0.38386526703834534},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3498240113258362},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3085722327232361},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.29197192192077637},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.16271641850471497},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.14453542232513428},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1273055076599121},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.08937954902648926},{"id":"https://openalex.org/C2777842544","wikidata":"https://www.wikidata.org/wiki/Q9056","display_name":"Czech","level":2,"score":0.08538275957107544},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3134375","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3134375","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09645551.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d0c0b7a838d74908a80ef2004f1dab1f","is_oa":true,"landing_page_url":"https://doaj.org/article/d0c0b7a838d74908a80ef2004f1dab1f","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 Access, Vol 9, Pp 162847-162856 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3134375","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3134375","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09645551.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G1542816483","display_name":"V\u00fdvoj nov\u00fdch met\u00f3d pre anal\u00fdzu spo\u013eahlivosti zlo\u017eit\u00fdch syst\u00e9mov","funder_award_id":"APVV-18-0027","funder_id":"https://openalex.org/F4320323251","funder_display_name":"Agent\u00fara na Podporu V\u00fdskumu a V\u00fdvoja"},{"id":"https://openalex.org/G249678295","display_name":null,"funder_award_id":"VEGA 1/0165/21","funder_id":"https://openalex.org/F4320321779","funder_display_name":"Ministerstvo \u0161kolstva, vedy, v\u00fdskumu a \u0161portu Slovenskej republiky"},{"id":"https://openalex.org/G6156938309","display_name":null,"funder_award_id":"APVV-18-","funder_id":"https://openalex.org/F4320323251","funder_display_name":"Agent\u00fara na Podporu V\u00fdskumu a V\u00fdvoja"}],"funders":[{"id":"https://openalex.org/F4320321779","display_name":"Ministerstvo \u0161kolstva, vedy, v\u00fdskumu a \u0161portu Slovenskej republiky","ror":"https://ror.org/044gwpv05"},{"id":"https://openalex.org/F4320323251","display_name":"Agent\u00fara na Podporu V\u00fdskumu a V\u00fdvoja","ror":"https://ror.org/037nx0e70"},{"id":"https://openalex.org/F4320323641","display_name":"Vedeck\u00e1 Grantov\u00e1 Agent\u00fara M\u0160VVa\u0160 SR a SAV","ror":"https://ror.org/044gwpv05"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4206228154.pdf","grobid_xml":"https://content.openalex.org/works/W4206228154.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W179721678","https://openalex.org/W333621703","https://openalex.org/W593435132","https://openalex.org/W1494504790","https://openalex.org/W1850971971","https://openalex.org/W1964169854","https://openalex.org/W1986106091","https://openalex.org/W2078263626","https://openalex.org/W2086434250","https://openalex.org/W2117143105","https://openalex.org/W2139895702","https://openalex.org/W2140023211","https://openalex.org/W2140908571","https://openalex.org/W2153557419","https://openalex.org/W2212897874","https://openalex.org/W2418810498","https://openalex.org/W2518781994","https://openalex.org/W2584552141","https://openalex.org/W2618708155","https://openalex.org/W2735042947","https://openalex.org/W2753035122","https://openalex.org/W2766569748","https://openalex.org/W2775256491","https://openalex.org/W2778270550","https://openalex.org/W2795268736","https://openalex.org/W2803195639","https://openalex.org/W2885347730","https://openalex.org/W2900877575","https://openalex.org/W2908910024","https://openalex.org/W2911969830","https://openalex.org/W2943316090","https://openalex.org/W2955203077","https://openalex.org/W2967672942","https://openalex.org/W2979970650","https://openalex.org/W2985168961","https://openalex.org/W3003717205","https://openalex.org/W3012934366","https://openalex.org/W3017092224","https://openalex.org/W3024579244","https://openalex.org/W3041112095","https://openalex.org/W3057600328","https://openalex.org/W3082610475","https://openalex.org/W3088952226","https://openalex.org/W3096729017","https://openalex.org/W3195440301","https://openalex.org/W3197833481","https://openalex.org/W3198266396","https://openalex.org/W3201359083","https://openalex.org/W4230308150","https://openalex.org/W6801780049"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W4213232489"],"abstract_inverted_index":{"Forests":[0],"of":[1,38,46,74,101,151,189,199],"Slovak":[2],"Eastern":[3],"Carpathians":[4],"provide":[5],"essential":[6],"services":[7],"to":[8,61,134,144,164],"society":[9],"ensuring":[10],"human":[11],"well-being.":[12],"Primeval":[13],"forests":[14],"that":[15],"remained":[16],"there":[17],"untouched":[18],"have":[19],"exceptional":[20],"value.":[21],"Unsustainable":[22],"logging":[23],"and":[24,30,44,66,93,118,158,179],"climate":[25],"change":[26],"intensify":[27],"forest":[28,34,75,200],"disturbances":[29],"may":[31],"cause":[32],"substantial":[33],"loss.":[35],"The":[36,49,68,98,122,185],"engagement":[37],"remote":[39],"sensing":[40],"allows":[41,193],"timely":[42],"monitoring":[43],"prediction":[45],"negative":[47],"consequences.":[48],"leaf":[50,124,153],"area":[51,125,154],"index":[52,126,155],"is":[53,77,172],"selected":[54],"from":[55],"the":[56,63,102,136,145,152,190],"other":[57],"forest\u2019s":[58,103,137],"condition":[59,104,138],"indicators":[60],"assess":[62],"forests\u2019":[64],"quantity":[65],"disturbance.":[67],"conceptual":[69],"approach":[70,80],"for":[71,176],"risk":[72],"assessment":[73,198],"disturbance":[76,201],"proposed.":[78],"This":[79],"uses":[81],"multiscale":[82],"multi-temporal":[83],"Earth":[84],"observation":[85],"data,":[86],"such":[87],"as":[88],"synthetic":[89],"aperture":[90],"radar":[91,111],"imagery":[92],"high-level":[94],"satellite":[95],"data":[96,129],"products.":[97],"output":[99,191],"response":[100],"was":[105,156,161],"restored":[106],"by":[107],"multivariate":[108],"regression":[109],"with":[110],"backscattering":[112],"coefficients,":[113],"relative":[114],"difference":[115],"polarization":[116],"index,":[117],"local":[119],"incidence":[120],"angle.":[121],"low-resolution":[123],"pre-developed":[127],"Copernicus":[128],"products":[130],"make":[131],"it":[132],"possible":[133],"characterize":[135],"without":[139],"ground":[140],"truth":[141],"measurements.":[142],"According":[143],"elaborated":[146],"methodology,":[147],"a":[148,173,195],"time":[149],"series":[150],"mapped,":[157],"risks":[159],"analysis":[160],"performed":[162],"according":[163],"hazard":[165],"functions.":[166],"A":[167],"resulting":[168],"risk\u2019s":[169],"gradations":[170],"map":[171],"good":[174],"tool":[175],"future":[177],"research":[178],"decision-making":[180],"support":[181],"in":[182],"nature":[183],"management.":[184],"high":[186],"spatial":[187],"resolution":[188],"maps":[192],"getting":[194],"more":[196],"detailed":[197],"behavior.":[202]},"counts_by_year":[{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
