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Authors: Evdokimov Y., Starokozhev S.     Published in № 3(123) 30 june 2026 year
Rubric: Performance management

Procedure for quantitative assessment and algorithm for analyzing consistency between structures of large spatially distributed urban systems based on fractal maps

The effectiveness of modern cities’ functioning depends on the level of development and connectivity of large spatially distributed systems, such as built-up spaces, road networks, engineering infrastructures, and information-communication networks. The consistency of structures of these systems directly affects residents’ access to infrastructure facilities. Urban ­SDS structures evolve under the influence of natural, historical, and anthropogenic factors, demonstrating signs of statistical self-similarity characteristic of stochastic fractal objects. Therefore, applying methods from fractal geometry to study the dynamics of development and self-organization of urban ­SDS has significant potential for planning and modeling transformations of city territories. Classical approaches of fractal analysis are focused on studying general patterns and global characteristics of ­SDS at the city-wide scale. Such data is useful for strategic and tactical planning but insufficient for forming an objective picture at the intra-city territorial units level. To overcome these limitations, it is proposed to perform spatial discretization of the studied ­SDS and obtain two-dimensional maps of spatial fractal data that can be effectively mapped. Building upon the cartograms implemented in the ­DCFA method, a technology for creating schematic maps is proposed, which reflect the distribution of quantitative assessments of fractal dimensionality in the studied urban ­SDS. For quantitatively assessing consistency, a difference map between spatial datasets of the investigated systems is suggested. Additionally, a procedure for calculating an effective sequence of cell sizes for implementing the box-counting algorithm is presented. An example of analyzing the coherence between road networks and urban development in Zelenograd using the proposed procedure is provided.

Key words

distributed large systems, fractal dimension, fractal map, fractal cartograms, fractal schematic maps, system consistency, box-counting method

The author:

Evdokimov Y.

Degree:

Dr. Sci. (Eng.), Professor at Theoretical Radio Engineering and Electronics Department, Kazan National Research Technical University named after A. N. Tupolev – KAI

Location:

Kazan, Russia

The author:

Starokozhev S.

Degree:

Senior Lecturer, Information Systems and Technologies Department, Moscow University of Humanities and Technology – Moscow Institute of Architecture and Construction

Location:

Moscow, Russia