{"id":"https://openalex.org/W4320494622","doi":"https://doi.org/10.3390/rs15041006","title":"Identification of Streamside Landslides with the Use of Unmanned Aerial Vehicles (UAVs) in Greece, Romania, and Turkey","display_name":"Identification of Streamside Landslides with the Use of Unmanned Aerial Vehicles (UAVs) in Greece, Romania, and Turkey","publication_year":2023,"publication_date":"2023-02-11","ids":{"openalex":"https://openalex.org/W4320494622","doi":"https://doi.org/10.3390/rs15041006"},"language":"en","primary_location":{"id":"doi:10.3390/rs15041006","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15041006","pdf_url":"https://www.mdpi.com/2072-4292/15/4/1006/pdf?version=1677033526","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/2072-4292/15/4/1006/pdf?version=1677033526","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023631233","display_name":"Mehmet Yavuz","orcid":"https://orcid.org/0000-0002-1481-2849"},"institutions":[{"id":"https://openalex.org/I140106629","display_name":"Artvin Coruh University","ror":"https://ror.org/02wcpmn42","country_code":"TR","type":"education","lineage":["https://openalex.org/I140106629"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Yavuz","raw_affiliation_strings":["Department of Forest Engineering, Faculty of Forestry, Artvin Coruh University, 08100 Artvin, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Forest Engineering, Faculty of Forestry, Artvin Coruh University, 08100 Artvin, Turkey","institution_ids":["https://openalex.org/I140106629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090539908","display_name":"Paschalis Koutalakis","orcid":null},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Paschalis Koutalakis","raw_affiliation_strings":["Geomorphology, Edaphology and Riparian Areas Laboratory (GERi Lab), Department of Forestry and Natural Environment Sciences, International Hellenic University, 66100 Drama, Greece"],"affiliations":[{"raw_affiliation_string":"Geomorphology, Edaphology and Riparian Areas Laboratory (GERi Lab), Department of Forestry and Natural Environment Sciences, International Hellenic University, 66100 Drama, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011672273","display_name":"Daniel Constantin Diaconu","orcid":"https://orcid.org/0000-0002-0468-6703"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel Constantin Diaconu","raw_affiliation_strings":["Ministry of Investments and European Projects, 013681 Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Ministry of Investments and European Projects, 013681 Bucharest, Romania","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045372800","display_name":"Georgios Gkiatas","orcid":"https://orcid.org/0000-0001-6118-2256"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Gkiatas","raw_affiliation_strings":["Geomorphology, Edaphology and Riparian Areas Laboratory (GERi Lab), Department of Forestry and Natural Environment Sciences, International Hellenic University, 66100 Drama, Greece"],"affiliations":[{"raw_affiliation_string":"Geomorphology, Edaphology and Riparian Areas Laboratory (GERi Lab), Department of Forestry and Natural Environment Sciences, International Hellenic University, 66100 Drama, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022116240","display_name":"George \u039d. Zaimes","orcid":"https://orcid.org/0000-0002-9358-3326"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"George N. Zaimes","raw_affiliation_strings":["Geomorphology, Edaphology and Riparian Areas Laboratory (GERi Lab), Department of Forestry and Natural Environment Sciences, International Hellenic University, 66100 Drama, Greece"],"affiliations":[{"raw_affiliation_string":"Geomorphology, Edaphology and Riparian Areas Laboratory (GERi Lab), Department of Forestry and Natural Environment Sciences, International Hellenic University, 66100 Drama, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024134866","display_name":"Mustafa T\u00fcfek\u00e7io\u011flu","orcid":"https://orcid.org/0000-0002-3350-2897"},"institutions":[{"id":"https://openalex.org/I140106629","display_name":"Artvin Coruh University","ror":"https://ror.org/02wcpmn42","country_code":"TR","type":"education","lineage":["https://openalex.org/I140106629"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa Tufekcioglu","raw_affiliation_strings":["Department of Forest Engineering, Faculty of Forestry, Artvin Coruh University, 08100 Artvin, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Forest Engineering, Faculty of Forestry, Artvin Coruh University, 08100 Artvin, Turkey","institution_ids":["https://openalex.org/I140106629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082826281","display_name":"Maria Marinescu","orcid":"https://orcid.org/0000-0002-8198-7518"},"institutions":[{"id":"https://openalex.org/I4210154446","display_name":"Romanian Waters National Administration","ror":"https://ror.org/05a2x2n50","country_code":"RO","type":"government","lineage":["https://openalex.org/I4210154446"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Maria Marinescu","raw_affiliation_strings":["Buzau Ialomita Water Administration, 120208 Buzau, Romania"],"affiliations":[{"raw_affiliation_string":"Buzau Ialomita Water Administration, 120208 Buzau, Romania","institution_ids":["https://openalex.org/I4210154446"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5022116240"],"corresponding_institution_ids":["https://openalex.org/I183898223"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":6.8434,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96103945,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"15","issue":"4","first_page":"1006","last_page":"1006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9998999834060669,"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/T10535","display_name":"Landslides and related hazards","score":0.9998999834060669,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9977999925613403,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/landslide","display_name":"Landslide","score":0.805872917175293},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5627503395080566},{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.48933500051498413},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4840787947177887},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.48205599188804626},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.44699913263320923},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.391483873128891},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.36032986640930176},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3233988881111145},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3088388442993164},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.303101122379303},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.22125008702278137},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.14387375116348267},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.10212719440460205},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.08913862705230713},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.083179771900177}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.805872917175293},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5627503395080566},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.48933500051498413},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4840787947177887},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.48205599188804626},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.44699913263320923},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.391483873128891},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.36032986640930176},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3233988881111145},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3088388442993164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.303101122379303},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.22125008702278137},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.14387375116348267},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10212719440460205},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.08913862705230713},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.083179771900177},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15041006","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15041006","pdf_url":"https://www.mdpi.com/2072-4292/15/4/1006/pdf?version=1677033526","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:8bb48188928c43438dc5b7316b30f014","is_oa":true,"landing_page_url":"https://doaj.org/article/8bb48188928c43438dc5b7316b30f014","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 4, p 1006 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/4/1006/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15041006","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15041006","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15041006","pdf_url":"https://www.mdpi.com/2072-4292/15/4/1006/pdf?version=1677033526","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4320494622.pdf"},"referenced_works_count":112,"referenced_works":["https://openalex.org/W146183283","https://openalex.org/W1558470758","https://openalex.org/W1633644095","https://openalex.org/W1954158776","https://openalex.org/W1970331803","https://openalex.org/W1971734741","https://openalex.org/W1979668707","https://openalex.org/W1986351827","https://openalex.org/W1991779796","https://openalex.org/W2001151189","https://openalex.org/W2006563471","https://openalex.org/W2009950826","https://openalex.org/W2018915680","https://openalex.org/W2037402385","https://openalex.org/W2041785701","https://openalex.org/W2045762438","https://openalex.org/W2050513806","https://openalex.org/W2054036854","https://openalex.org/W2058082754","https://openalex.org/W2063907334","https://openalex.org/W2065217067","https://openalex.org/W2072975664","https://openalex.org/W2076464824","https://openalex.org/W2083942003","https://openalex.org/W2085898325","https://openalex.org/W2089314377","https://openalex.org/W2111471346","https://openalex.org/W2111722976","https://openalex.org/W2114550863","https://openalex.org/W2116864993","https://openalex.org/W2118125046","https://openalex.org/W2129067208","https://openalex.org/W2134702142","https://openalex.org/W2134880872","https://openalex.org/W2139760066","https://openalex.org/W2141648013","https://openalex.org/W2150093133","https://openalex.org/W2155789665","https://openalex.org/W2188947154","https://openalex.org/W2257554162","https://openalex.org/W2258434342","https://openalex.org/W2318568688","https://openalex.org/W2356957376","https://openalex.org/W2423150543","https://openalex.org/W2465652715","https://openalex.org/W2473026955","https://openalex.org/W2485911841","https://openalex.org/W2492593655","https://openalex.org/W2529002379","https://openalex.org/W2530456364","https://openalex.org/W2530867847","https://openalex.org/W2625576964","https://openalex.org/W2751006250","https://openalex.org/W2752594442","https://openalex.org/W2769264823","https://openalex.org/W2775427771","https://openalex.org/W2790523291","https://openalex.org/W2793831793","https://openalex.org/W2809639626","https://openalex.org/W2810898794","https://openalex.org/W2811000230","https://openalex.org/W2819416945","https://openalex.org/W2886236837","https://openalex.org/W2898170120","https://openalex.org/W2898216950","https://openalex.org/W2902671820","https://openalex.org/W2904011442","https://openalex.org/W2915254566","https://openalex.org/W2935551676","https://openalex.org/W2957974561","https://openalex.org/W2966894266","https://openalex.org/W2968761843","https://openalex.org/W2970723609","https://openalex.org/W2984248680","https://openalex.org/W2996433500","https://openalex.org/W3005128974","https://openalex.org/W3008537971","https://openalex.org/W3015646424","https://openalex.org/W3019421334","https://openalex.org/W3019590447","https://openalex.org/W3029111587","https://openalex.org/W3037121381","https://openalex.org/W3050118069","https://openalex.org/W3053437853","https://openalex.org/W3082571895","https://openalex.org/W3083587759","https://openalex.org/W3087579589","https://openalex.org/W3097724439","https://openalex.org/W3128953048","https://openalex.org/W3130461994","https://openalex.org/W3133719062","https://openalex.org/W3137375760","https://openalex.org/W3153618221","https://openalex.org/W3193577981","https://openalex.org/W3196343811","https://openalex.org/W3199924779","https://openalex.org/W3210506924","https://openalex.org/W4210417277","https://openalex.org/W4214534460","https://openalex.org/W4220688175","https://openalex.org/W4225672700","https://openalex.org/W4231732409","https://openalex.org/W4292260440","https://openalex.org/W4296525171","https://openalex.org/W4297675355","https://openalex.org/W4309624976","https://openalex.org/W4310179920","https://openalex.org/W4385262960","https://openalex.org/W6692441049","https://openalex.org/W6746051924","https://openalex.org/W6748918715","https://openalex.org/W6756032752"],"related_works":["https://openalex.org/W2389676928","https://openalex.org/W3169474304","https://openalex.org/W2369104181","https://openalex.org/W3201652628","https://openalex.org/W4212972401","https://openalex.org/W2389287188","https://openalex.org/W70668483","https://openalex.org/W2885606342","https://openalex.org/W2950100253","https://openalex.org/W3081499580"],"abstract_inverted_index":{"The":[0,38,138,170,194,250,292],"alleviation":[1],"of":[2,23,40,48,54,121,136,176,220,285,302],"landslide":[3,94,262],"impacts":[4],"is":[5,50,67],"a":[6,96,296],"priority":[7],"since":[8],"they":[9],"have":[10],"the":[11,21,44,52,68,119,132,150,174,177,181,198,207,214,218,221,231,234,242,247,255,299],"potential":[12],"to":[13,83,130,148,185,206,213,260,277,288],"cause":[14],"significant":[15],"economic":[16],"damage":[17],"as":[18,20,211],"well":[19,228],"loss":[22],"human":[24],"life.":[25],"Mitigation":[26],"can":[27,257,279],"be":[28,258,280],"achieved":[29],"effectively":[30],"by":[31,230,246,282],"using":[32,304],"warning":[33],"systems":[34],"and":[35,46,64,75,99,107,112,116,126,134,168,200,266,307],"preventive":[36],"measures.":[37],"development":[39],"improved":[41],"methodologies":[42],"for":[43,190,298],"analysis":[45,106,110,128,301],"understanding":[47],"landslides":[49,158,222,303],"at":[51,159,197],"forefront":[53],"this":[55,85,88],"scientific":[56],"field.":[57],"Identifying":[58],"effective":[59],"monitoring":[60],"techniques":[61,78,306],"(accurate,":[62],"fast,":[63],"low":[65],"cost)":[66],"pursued":[69],"objective.":[70],"Geographic":[71],"Information":[72],"Systems":[73],"(GISs)":[74],"remote":[76],"sensing":[77],"are":[79,252,275],"utilized":[80],"in":[81,162,233,269],"order":[82],"achieve":[84],"goal.":[86],"In":[87],"study,":[89],"four":[90],"methodological":[91],"approaches":[92],"(manual":[93],"delineation,":[95],"segmentation":[97],"process,":[98],"two":[100],"mapping":[101],"models,":[102],"specifically":[103],"object-based":[104],"image":[105,109],"pixel-based":[108],"(OBIA":[111],"PBIA))":[113],"were":[114,180,226,244],"proposed":[115],"tested":[117],"with":[118,264],"use":[120],"Unmanned":[122],"Aerial":[123],"Vehicles":[124],"(UAVs)":[125],"data":[127],"methods":[129],"showcase":[131],"state":[133],"evolution":[135,263],"landslides.":[137],"digital":[139],"surface":[140],"model":[141],"(DSM)-based":[142],"classification":[143,209,225],"approach":[144],"was":[145],"also":[146],"used":[147,259],"support":[149],"aforementioned":[151],"approaches.":[152],"This":[153],"study":[154],"focused":[155],"on":[156],"streamside":[157],"research":[160],"sites":[161,202],"three":[163,192],"different":[164,270],"countries:":[165],"Greece,":[166],"Romania,":[167],"Turkey.":[169],"results":[171,205,251,294],"highlight":[172],"that":[173,239,274],"areas":[175,238],"OBIA-based":[178,208,224],"classifications":[179,189],"most":[182],"similar":[183,204],"(98%)":[184],"our":[186],"control":[187],"(manual)":[188],"all":[191],"sites.":[193],"landslides\u2019":[195],"perimeters":[196,219,232],"Lefkothea":[199],"Chirlesti":[201],"showed":[203],"(93%),":[210],"opposed":[212],"Sirtoba":[215],"site,":[216],"where":[217],"from":[223],"not":[227],"corroborated":[229],"manual":[235],"classification.":[236,249],"Deposition":[237],"extend":[240],"beyond":[241],"trees":[243],"revealed":[245],"DSM-based":[248],"encouraging":[253],"because":[254,284],"methodology":[256],"monitor":[261],"accuracy":[265],"high":[267],"performance":[268],"regions.":[271],"Specifically,":[272],"terrains":[273],"difficult":[276],"access":[278],"surveyed":[281],"UAVs":[283],"their":[286],"ability":[287],"take":[289],"aerial":[290],"images.":[291],"obtained":[293],"provide":[295],"framework":[297],"unitary":[300],"modern":[305],"tools.":[308]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
