{"id":"https://openalex.org/W3150145544","doi":"https://doi.org/10.15835/nbha49112139","title":"Canopy analysis and thermographic abnormalities determination possibilities of olive trees by using data mining algorithms","display_name":"Canopy analysis and thermographic abnormalities determination possibilities of olive trees by using data mining algorithms","publication_year":2021,"publication_date":"2021-01-21","ids":{"openalex":"https://openalex.org/W3150145544","doi":"https://doi.org/10.15835/nbha49112139","mag":"3150145544"},"language":"en","primary_location":{"id":"doi:10.15835/nbha49112139","doi":"https://doi.org/10.15835/nbha49112139","is_oa":true,"landing_page_url":"https://doi.org/10.15835/nbha49112139","pdf_url":"https://www.notulaebotanicae.ro/index.php/nbha/article/download/12139/9097","source":{"id":"https://openalex.org/S117084390","display_name":"Notulae Botanicae Horti Agrobotanici Cluj-Napoca","issn_l":"0255-965X","issn":["0255-965X","1842-4309"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319955","host_organization_name":"Academic Press","host_organization_lineage":["https://openalex.org/P4310319955","https://openalex.org/P4310320990"],"host_organization_lineage_names":["Academic Press","Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Notulae Botanicae Horti Agrobotanici Cluj-Napoca","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.notulaebotanicae.ro/index.php/nbha/article/download/12139/9097","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028962185","display_name":"Abdullah Beyaz","orcid":"https://orcid.org/0000-0002-7329-1318","observed_orcids":["https://orcid.org/0000-0002-7329-1318"]},"institutions":[{"id":"https://openalex.org/I149218525","display_name":"Ankara University","ror":"https://ror.org/01wntqw50","country_code":"TR","type":"education","lineage":["https://openalex.org/I149218525"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Abdullah BEYAZ","raw_affiliation_strings":["Ankara University, Faculty of Agriculture, Department of Agricultural Machinery and Technologies Engineering, 06130, Ayd\u0131nl\u0131kevler, Ankara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ankara University, Faculty of Agriculture, Department of Agricultural Machinery and Technologies Engineering, 06130, Ayd\u0131nl\u0131kevler, Ankara","institution_ids":["https://openalex.org/I149218525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014897611","display_name":"M\u00fccahit Taha \u00d6zkaya","orcid":"https://orcid.org/0000-0002-6571-5985","observed_orcids":["https://orcid.org/0000-0002-6571-5985"]},"institutions":[{"id":"https://openalex.org/I149218525","display_name":"Ankara University","ror":"https://ror.org/01wntqw50","country_code":"TR","type":"education","lineage":["https://openalex.org/I149218525"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"M\u00fccahit Taha \u00d6ZKAYA","raw_affiliation_strings":["Ankara University, Faculty of Agriculture, Department of Horticulture, 06130, Ayd\u0131nl\u0131kevler, Ankara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ankara University, Faculty of Agriculture, Department of Horticulture, 06130, Ayd\u0131nl\u0131kevler, Ankara","institution_ids":["https://openalex.org/I149218525"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149218525"],"apc_list":{"value":500,"currency":"EUR","value_usd":539},"apc_paid":{"value":500,"currency":"EUR","value_usd":539},"fwci":0.7874,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.61379857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"49","issue":"1","first_page":"12139","last_page":"12139"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.8769999742507935,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.8769999742507935,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.07720000296831131,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.004600000102072954,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/olea-europaea","display_name":"Olea europaea","score":0.9929999709129333},{"id":"https://openalex.org/keywords/infrared-thermography","display_name":"infrared thermography","score":0.6480000019073486},{"id":"https://openalex.org/keywords/canopy-temperature","display_name":"canopy temperature","score":0.5709999799728394},{"id":"https://openalex.org/keywords/tree-health-monitoring","display_name":"tree health monitoring","score":0.5759999752044678},{"id":"https://openalex.org/keywords/disease-detection","display_name":"disease detection","score":0.515999972820282},{"id":"https://openalex.org/keywords/non-destructive-inspection","display_name":"non-destructive inspection","score":0.6740000247955322},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.6330000162124634},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":1.0},{"id":"https://openalex.org/keywords/tree-age","display_name":"tree age","score":0.6340000033378601},{"id":"https://openalex.org/keywords/thermal-anomalies","display_name":"thermal anomalies","score":0.4749999940395355}],"concepts":[{"id":"https://openalex.org/C2779222261","wikidata":"https://www.wikidata.org/wiki/Q624587","display_name":"Thermography","level":3,"score":0.715377926826477},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.706594705581665},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.5881962776184082},{"id":"https://openalex.org/C2992859235","wikidata":"https://www.wikidata.org/wiki/Q37083","display_name":"Olive trees","level":2,"score":0.5498249530792236},{"id":"https://openalex.org/C39807119","wikidata":"https://www.wikidata.org/wiki/Q1134228","display_name":"Tree canopy","level":3,"score":0.4952329695224762},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.48913246393203735},{"id":"https://openalex.org/C163797641","wikidata":"https://www.wikidata.org/wiki/Q2067937","display_name":"Tree structure","level":3,"score":0.4596829414367676},{"id":"https://openalex.org/C2778142624","wikidata":"https://www.wikidata.org/wiki/Q7837582","display_name":"Tree health","level":2,"score":0.431584894657135},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.40010231733322144},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36693263053894043},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.33149540424346924},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3278908431529999},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3248630166053772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2855873107910156},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2582337260246277},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2132907509803772},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20710429549217224},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.12743791937828064},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10587143898010254},{"id":"https://openalex.org/C197855036","wikidata":"https://www.wikidata.org/wiki/Q380172","display_name":"Binary tree","level":2,"score":0.08467051386833191},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08051484823226929},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15835/nbha49112139","doi":"https://doi.org/10.15835/nbha49112139","is_oa":true,"landing_page_url":"https://doi.org/10.15835/nbha49112139","pdf_url":"https://www.notulaebotanicae.ro/index.php/nbha/article/download/12139/9097","source":{"id":"https://openalex.org/S117084390","display_name":"Notulae Botanicae Horti Agrobotanici Cluj-Napoca","issn_l":"0255-965X","issn":["0255-965X","1842-4309"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319955","host_organization_name":"Academic Press","host_organization_lineage":["https://openalex.org/P4310319955","https://openalex.org/P4310320990"],"host_organization_lineage_names":["Academic Press","Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Notulae Botanicae Horti Agrobotanici Cluj-Napoca","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8e1237477b674326a3698a3cfe5a7eea","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/8e1237477b674326a3698a3cfe5a7eea","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,"listed_in":[],"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":"Notulae Botanicae Horti Agrobotanici Cluj-Napoca, Vol 49, Iss 1 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15835/nbha49112139","doi":"https://doi.org/10.15835/nbha49112139","is_oa":true,"landing_page_url":"https://doi.org/10.15835/nbha49112139","pdf_url":"https://www.notulaebotanicae.ro/index.php/nbha/article/download/12139/9097","source":{"id":"https://openalex.org/S117084390","display_name":"Notulae Botanicae Horti Agrobotanici Cluj-Napoca","issn_l":"0255-965X","issn":["0255-965X","1842-4309"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319955","host_organization_name":"Academic Press","host_organization_lineage":["https://openalex.org/P4310319955","https://openalex.org/P4310320990"],"host_organization_lineage_names":["Academic Press","Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Notulae Botanicae Horti Agrobotanici Cluj-Napoca","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3150145544.pdf","grobid_xml":"https://content.openalex.org/works/W3150145544.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W4368546","https://openalex.org/W1520246120","https://openalex.org/W1554729422","https://openalex.org/W1592968324","https://openalex.org/W1965198307","https://openalex.org/W1998027134","https://openalex.org/W2004581056","https://openalex.org/W2012477823","https://openalex.org/W2029087229","https://openalex.org/W2039569260","https://openalex.org/W2053125817","https://openalex.org/W2068571980"],"related_works":["https://openalex.org/W4387744908","https://openalex.org/W2965860278","https://openalex.org/W4206438822","https://openalex.org/W7206185894","https://openalex.org/W3093346452","https://openalex.org/W7161246239","https://openalex.org/W4402491641","https://openalex.org/W2956762293","https://openalex.org/W6990798568","https://openalex.org/W2972995602"],"abstract_inverted_index":{"In":[0,107],"order":[1],"to":[2,12,25,116,138,151,178],"take":[3],"the":[4,36,40,44,108,124,148,152,184],"appropriate":[5],"tree":[6,172,206],"protection":[7],"measures,":[8],"it":[9,197,208],"is":[10,94],"crucial":[11],"determine":[13],"and":[14,98,112,136,166,173,180,207],"track":[15],"abnormalities":[16,70,85],"that":[17],"may":[18,66],"occur":[19],"in":[20,23,32,61,75,120,126,141,147],"olive":[21,45,77,143,162],"trees":[22,88,144],"time":[24,26],"for":[27],"many":[28],"reasons.":[29],"Abnormalities":[30],"start":[31],"different":[33,121],"sections":[34],"of":[35,43,100,154],"trees,":[37,78,163],"depending":[38],"on":[39],"environmental":[41],"effects":[42],"tree,":[46,195],"with":[47],"a":[48,57,95,129],"specific":[49],"impact":[50],"like":[51],"fungal":[52],"diseases,":[53],"drought,":[54],"etc.":[55],"after":[56],"certain":[58,76],"age":[59],"especially":[60],"non-resistant":[62],"species.":[63],"Protection":[64],"steps":[65],"be":[67,90],"taken":[68],"when":[69,84],"are":[71,114],"apparent":[72],"or":[73],"predictable":[74],"using":[79],"some":[80],"external":[81],"indicators.":[82],"However,":[83],"formed":[86],"within":[87],"cannot":[89],"identified":[91],"externally,":[92],"there":[93],"sudden":[96],"breakdown":[97],"overthrow":[99],"valuable":[101],"properties,":[102],"such":[103],"as":[104,189,200,211],"monument":[105],"trees.":[106,122],"literature,":[109],"various":[110],"devices":[111],"methods":[113],"explained":[115],"classify":[117],"these":[118],"defects":[119],"By":[123],"way,":[125],"this":[127],"research,":[128],"non-destructive":[130],"inspection":[131],"method":[132],"(thermography)":[133],"was":[134,187,198,209],"clarified":[135],"used":[137],"assess":[139],"anomalies":[140],"old":[142],"without":[145],"damage":[146],"interior.":[149],"According":[150],"results":[153,176],"average":[155],"thermal":[156,182,185],"data,":[157],"60,":[158],"400,":[159],"600":[160,215],"year-old":[161,194,205,216],"60-40,":[164],"70-30":[165],"80-20":[167],"learning-prediction":[168],"data":[169],"rates":[170],"decision":[171],"random":[174],"forest":[175],"according":[177],"normal":[179],"abnormal":[181],"difference,":[183],"range":[186],"found":[188,199,210],"35.95":[190],"\u2103":[191,202,213],"at":[192,203,214],"60":[193],"also":[196],"36.25":[201],"400":[204],"38.25":[212],"tree.":[217]},"counts_by_year":[{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-09-06T09:10:53.072986","created_date":"2021-04-13T00:00:00"}
