I. Vasendina, K. Shoshina, V. Berezovsky, R. Aleshko, R. Vorontsov, T. Desyatova
{"title":"Development of a methodology for calculating carbon units of heterogeneous territories based on machine learning","authors":"I. Vasendina, K. Shoshina, V. Berezovsky, R. Aleshko, R. Vorontsov, T. Desyatova","doi":"10.1109/ITNT57377.2023.10139264","DOIUrl":null,"url":null,"abstract":"The paper describes a method for calculating carbon units of heterogeneous territories based on machine learning. The hierarchical structure of areal territories and the structure of the interconnection of multi-scale images are described. An approach is given to identify and classify terrain objects in order to more accurately calculate the carbon reserve of the territory.","PeriodicalId":296438,"journal":{"name":"2023 IX International Conference on Information Technology and Nanotechnology (ITNT)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IX International Conference on Information Technology and Nanotechnology (ITNT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITNT57377.2023.10139264","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The paper describes a method for calculating carbon units of heterogeneous territories based on machine learning. The hierarchical structure of areal territories and the structure of the interconnection of multi-scale images are described. An approach is given to identify and classify terrain objects in order to more accurately calculate the carbon reserve of the territory.
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