Neural Network Model for Monitoring of Landfills Using Remote Sensing Data

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dc.contributor.authorYailymova, Hanna
dc.contributor.authorMikava, Polina
dc.contributor.authorKussul, Nataliia
dc.contributor.authorKrasilnikova, Tetiana
dc.contributor.authorShelestov, Andrii
dc.contributor.authorYailymov, Bohdan
dc.contributor.authorTitkov, Dmytro
dc.date.accessioned2022-11-07T09:28:44Z
dc.date.available2022-11-07T09:28:44Z
dc.date.issued2022-10-25
dc.description.abstractenThe stockpiling and retention of waste is an actual problem for Ukraine today. Count of illegal dumps increases every day because many landfills are full. Special services of waste monitoring provide only partial information about the current state of waste dumps all over the country. They can’t analyse landfills’ size information and their changes over time. Authors create an efficient algorithm for waste monitoring that uses historical and actual satellite data. It provides information about the current area of landfills and makes it possible to analyse changes in landfills over time. The authors found success resolving the main problem of separating landfills from a quarry and artificial objects. This solution is based on mixed using pixel-based and object-based classification.uk
dc.identifier.citationNeural Network Model for Monitoring of Landfills Using Remote Sensing Data / H. Yailymova, P. Mikava, N. Kussul, T. Krasilnikova, A. Shelestov, B. Yailymov, D. Titkov // 2022 IEEE Third International Conference on System Analysis & Intelligent Computing (SAIC), 04-07 October 2022, Kyiv, Ukraine.uk
dc.identifier.doihttps://doi.org/10.31435/rsglobal_ws/31032019/6414
dc.identifier.urihttps://ela.kpi.ua/handle/123456789/50878
dc.language.isoenuk
dc.publisherIEEEuk
dc.source2022 IEEE 3rd International Conference on System Analysis & Intelligent Computing (SAIC)uk
dc.subjectmachine learninguk
dc.subjectneural networkuk
dc.subjectdata scienceuk
dc.subjectlandfillsuk
dc.subjectsatellite datauk
dc.subjectgeospatial mapsuk
dc.subjectvegetation indicesuk
dc.subjectvalidationuk
dc.titleNeural Network Model for Monitoring of Landfills Using Remote Sensing Datauk
dc.typeArticleuk

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