Capabılıtıes of using uavs to determine forest road excavation volumes in mountainous areas

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dc.authorscopusid57192682917en_US
dc.authorscopusid58999733400en_US
dc.contributor.authorTürk, Y.
dc.contributor.authorCanyurt, H.
dc.date.accessioned2024-08-23T16:07:28Z
dc.date.available2024-08-23T16:07:28Z
dc.date.issued2024en_US
dc.departmentDüzce Üniversitesien_US
dc.description.abstractDecision support systems based on spatial data are widely used in some countries for planning production activities in forestry and designing forest roads. In recent years, Unmanned Aerial Vehicles (UAVs) have been playing an active role in the production of high resolution and accurate digital elevation models (DEMs) of forested areas. In the preparation of progress payments for forest road construction works, the workload is high, while the fee that has to be paid to the contractor company after the completion of the road construction is determined according to the final cost in the progress payment schedules. In this study, the applicability of UAV technology for determining forest road cut volume and land classification was investigated. A 640-meter section of the forest road coded 001 of Taşlıyayla Forest Management Sub-Directorate (Bolu/Türkiye) was examined in the study. Flights with an UAV (drone) were carried out in autonomous mode before and after the construction of the road examined in the study. In addition, in order to determine the amount of cut, measurements of the geometric characteristics of the road were made in the field after the road construction. As a result of the study, 2189 m³ cut volume was found with the UAV data with an average error of 3 cm. According to the field measurement results, the amount of cut was determined as 2080 m³. A difference of +5% was found between the UAV data and the field measurement results. In addition, using the JavaScript coding language on the Google Earth Engine platform, soil (46%) and loose soil (54%) land classification was identified from the orthophoto images. The obtained results reveal the usability of UAVs in determining forest road volumes. © 2024, Hrvatsko Sumarsko Drustvo. All rights reserved.en_US
dc.description.sponsorshipDuzce University Institute of Science and Technology; Department of Forest Engineering; Düzce Üniversitesi, (2021.02.02.1174)en_US
dc.identifier.doi10.31298/sl.148.3-4.3
dc.identifier.endpage152en_US
dc.identifier.issn0373-1332
dc.identifier.issue3-4en_US
dc.identifier.scopus2-s2.0-85191148164en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage139en_US
dc.identifier.urihttps://doi.org/10.31298/sl.148.3-4.3
dc.identifier.urihttps://hdl.handle.net/20.500.12684/14661
dc.identifier.volume148en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherHrvatsko Sumarsko Drustvoen_US
dc.relation.ispartofSumarski Listen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectcut volumeen_US
dc.subjectdigital elevation modelen_US
dc.subjectforest roadsen_US
dc.subjectTürkiyeen_US
dc.subjectUAVsen_US
dc.subjectArtificial Intelligenceen_US
dc.subjectCuttingen_US
dc.subjectDataen_US
dc.subjectForestryen_US
dc.subjectSurveyingen_US
dc.subjectAntennasen_US
dc.subjectArtificial intelligenceen_US
dc.subjectDecision support systemsen_US
dc.subjectDigital instrumentsen_US
dc.subjectGeomorphologyen_US
dc.subjectRoads and streetsen_US
dc.subjectSurveyingen_US
dc.subjectUnmanned aerial vehicles (UAV)en_US
dc.subjectAerial vehicleen_US
dc.subjectCut volumeen_US
dc.subjectDigital elevation modelen_US
dc.subjectField measurementen_US
dc.subjectForest roadsen_US
dc.subjectMountainous areaen_US
dc.subjectProduction activityen_US
dc.subjectSpatial dataen_US
dc.subjectTurkiyeen_US
dc.subjectUnmanned aerial vehicleen_US
dc.subjectland classificationen_US
dc.subjectmountain regionen_US
dc.subjectorthophotoen_US
dc.subjectspatial dataen_US
dc.subjectunmanned vehicleen_US
dc.subjectForestryen_US
dc.titleCapabılıtıes of using uavs to determine forest road excavation volumes in mountainous areasen_US
dc.title.alternativeSPOSOBNOSTI KORIŠTENJA UAV-OVA ZA ODRE?IVANJE VOLUMENA ISKOPA ŠUMSKIH CESTA U PLANINSKIM PODRU?JIMAen_US
dc.typeArticleen_US

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