Abstract

This paper reports a study into the formalization of algorithms for solving problems, the generation of data for digital maps, as well as their implementation, through a set of simple operations that would be intuitively clear to a user who is not a specialist in the field of geoinformation technologies.The approach that has been proposed is based on the construction of typical scenarios for model execution. Such scenarios are edited and adapted to the use of alternative electronic terrain maps. The result of scenario operation is a set of data ‒ layers of a digital map based on the input parameters for the model and the problem-solving algorithms, compiled by an expert. That makes it possible to construct libraries of typical scenarios, to store them centralized, as well as provide a common access to the scenarios, and to exchange data among applications. The result of running a scenario is that the user is provided with a possibility, without writing a programming code, to perform complex operations on processing geographical data and to simulate various processes at an electronic terrain map.A geospatial analysis expert system has been developed, containing both the basic functions for geographical data processing and the high-level specialized models. A tree of decisions is built under a mode of visual construction of a problem-solving algorithm. We have implemented a conveyor of operations at which the data sources in an expert system derived when performing any operation are sent to the input of the next operation.The results of this research could be used in simulation models of military activities, the tasks on photogrammetry in designing the optimal routes to fly over a territory, and as an additional tool for analysis of terrain in geoinformation systems. There is a possibility to expand the functionality of an expert system and to add new types of operations.Thus, there is reason to assert that the process of automatic construction of data for digital maps requires specialized software and highly skilled users of geoinformation systems.

Highlights

  • Modern approaches that are used for the automated construction of vector layers at digital maps are inextricably linked to geoinformation technologies

  • The result of scenario execution is a set of data ‒ layers on a digital map that are derived based on certain input attributes and problem-solving algorithms drawn up by an expert

  • The following tasks have been set: – to propose principles for building a toolset that would solve the tasks of intuitively-simple processing and construction of geographic data; – to extend the capabilities for simulation modeling at a digital map for tasks in various subject areas, not just for a single, highly specialized solution; – to propose a universal technique to exchange the constructed models and geographical data using the mechanism of scenarios; –to implement a flexible mechanism to edit scenarios when changing input data and initial conditions for the model

Read more

Summary

Introduction

Modern approaches that are used for the automated construction of vector layers at digital maps are inextricably linked to geoinformation technologies. Many current geoinformation systems (GIS) contain the sets of tools, procedures, and libraries of standard algorithms That makes it possible to perform a geospatial analysis of data, to construct SQL queries and spatial samplings based on the values for attributes, to edit data under automated or interactive modes [1]. The way to resolve this situation would be to construct typical scenarios for model execution Such scripts must be edited and adapted to the use of an alternative electronic terrain map. Poberezhnyi, 2019 Received date: 24.04.2019 Accepted date: 04.06.2019 Published date: 28.06.2019 Implementing such an approach would significantly simplify and speed up the training of professionals who, by the nature of their principal occupation, would require additional knowledge in the field of geoinformation technologies. Building such scenarios should be closely linked to geoinformation technologies in order to be implemented as one of the GIS modules

Literature review and problem statement
The aim and objectives of the study
Construction principles and features of work of an expert system
Capabilities of modeling on a digital map using an expert system
Scenarios as a universal technique to exchange data among models
Testing the possibilities of simulation modeling in an expert system
Conclusions
Full Text
Published version (Free)

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call