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This article discusses the importance of adapting methods and technologies to monitor land resources in order to develop sustainable solutions for certain risky agricultural areas. Remote sensing systems are the basis for such solutions, and the joint use of the results of the processing and analysis of remote sensing data, in combination with methods of mathematical modeling and geoinformation platforms, can help to achieve effective solutions. This Special Issue will focus on discussing the results of research on these issues during the VII Conference “Information Technologies and High Performance Computing”.