Technical Support for the Creation and Updating of the Cartographic Basis of the Locality. The Prospect of Introducing Neural Networks Into the Process of Creating Digital Terrain Models
{"title":"Technical Support for the Creation and Updating of the Cartographic Basis of the Locality. The Prospect of Introducing Neural Networks Into the Process of Creating Digital Terrain Models","authors":"K. Tikhonova, P. Chepelev, D. A. Tikhonov","doi":"10.23947/10.23947/2413-1474-2023-7-2-50-61","DOIUrl":null,"url":null,"abstract":"The technical support of the process of creating a cartographic basis for improving the efficiency of territorial management is considered. It is proved that digitalization of information about all management objects is based on the initially implemented stage of preparation of a digital model of terrain and relief. The effectiveness of management decisions depends on the detail and quality of the developed cartographic framework. The authors summarize the practical experience of using innovative technologies in the process of developing a cartographic framework, it is shown that the most promising direction here is the introduction of neural networks. The specifics of their application in the process of creating a digital model of terrain and relief are analyzed.","PeriodicalId":117804,"journal":{"name":"Economy and ecology of territorial educations","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Economy and ecology of territorial educations","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23947/10.23947/2413-1474-2023-7-2-50-61","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 technical support of the process of creating a cartographic basis for improving the efficiency of territorial management is considered. It is proved that digitalization of information about all management objects is based on the initially implemented stage of preparation of a digital model of terrain and relief. The effectiveness of management decisions depends on the detail and quality of the developed cartographic framework. The authors summarize the practical experience of using innovative technologies in the process of developing a cartographic framework, it is shown that the most promising direction here is the introduction of neural networks. The specifics of their application in the process of creating a digital model of terrain and relief are analyzed.