Method of intelligent support of decision-making at dispatching the geospatial processes

• Published in: Journal of experimental & theoretical artificial intelligence Vol. 32; no. 1; pp. 1 - 15
• Main Authors: Potapychev, S.N., Ivakin, Y.A.
• Format: Journal Article
• Language: English
• Published: Abingdon Taylor & Francis 02.01.2020; Taylor & Francis Ltd
• Subjects: Cartography; Data integration; Datasets; Decision making; Digital data; Environmental monitoring; Geospatial data; intelligent geoinformation system; multilevel information processing; Multisensor fusion; Problem solving; spatial processes dispatching intelligent; Subsystems; Variability
• ISSN: 0952-813X; 1362-3079
• DOI: 10.1080/0952813X.2019.1592237

State-of-the-art means of intelligent support of decision-making at dispatching the geospatial processes that use the digital cartographic data sets do not allow for an operative and adequate enough consideration of the rapidly varying natural environment's characteristics influencing upon the dispatching decisions being made when controlling the complexly distributed geospatial processes' totalities. At that dispatching is an overall manifestation of a versatile process of geospatial processes' management. As a rule, the task of managing the objects realising geospatial processes is solved in isolation from the current state of their natural environment, and does not consider the environment radio, physical and other characteristics' variability. The issues of changes in navigational and meteorological conditions, as well as the issues related to ensuring spatial security, are exclusively subjected to the consideration. Under current conditions becomes meaningful a more complex version of the spatial processes dispatching problem, when the environment variability determines the unique conditions for dispatching at each point of the coordinated geographical space. This statement of a problem is especially relevant under an introduction of modern adaptive means intended for monitoring and sensing the natural environment, like subsystems for monitoring the corresponding systems of spatial processes dispatching. The novelty both of this formulation and the method of this version problem-solving consists in the data fusion from the representation of spatial processes subject domain and those corresponding to the standard models of digital data sets, the integration of software mechanisms for working with information on geospatial processes and programmes for working with cartographic data sets. Development of a reasonable problem statement and a method for this problem's version solving is the essence of this article.