Using "Free Software" to calculate the fractal dimension of hydrographic basins
https://doi.org/10.18470/1992-1098-2025-2-13
Abstract
Recently, when studying river basins, the QGIS system has been widely used to obtain various hydrological factors from a Digital Elevation Model (DEM). This study is aimed at determining the fractal dimension of vector layers of river basins obtained using QGIS.
Aim. For a number of hydrological networks, investigate the relationship between the values of the fractal dimensions calculated for the corresponding QGIS layers and used for calculation by the software, as well as the dependence of the fractal dimension on the initial conditions set for the software (the latter only for "shp" files): also determine possible correlations between the resulting dependencies.
For 9 hydrological objects (the Aya, Belaya, Sars, Sura, Ufa and Yuryuzan rivers and the mouths of the rivers Volga, Lena and Selenga), the fractal dimension was calculated using the “box-counting” method. Calculations were carried out using free software: Minkowski Dimension Calculator for QGIS, Fractalyse, ImageJ, Frac Lac for ImageJ, Gwyddon, Fractal and FDE.
The data reveal that, firstly, the calculation result depends on the initial conditions set for the computer programme, and secondly, there are correlations between the fractal dimensions calculated under both different initial measurement conditions and using different software.
Our results suggest the possibility of using all the software under consideration to determine fractal dimension from images of hydrological objects, obtained using QGIS. Moreover, the recommendations proposed in the conclusion will allow more effective use of the special opportunities of each of the programmes for further research.
About the Author
S. L. MolchatskyRussian Federation
Sergey L. Molchatsky, Candidate of Physical-Mathematical Sciences, Associate Professor, Department of Natural Science and Geography, Samara State University of Social Sciences and Education
26 Antonova-Ovseenko St., Samara, Russia 443000.
Tel. +79272087068
References
1. Mandelbrot B.B. The Fractal Geometry of Nature. New York, Freeman, 1983, 468 с.
2. Nasonov A.N., Tsvetkov I.V., Kul'nev V.V., Bazarskii O.V., Zhogin I.M. Fraktal'nyi analiz biologicheskoi reabilitatsii vodnykh ob"ektov metodom korrektsii al'gotsenoza [Fractal analysis of biological rehabilitation of water bodies by the method of correction of algocenosis]. In: Problemy upravleniya vodnymi i zemel'nymi resursami [Problems of water and land resources management]. Moscow, 2015, pp. 165–180. (In Russian)
3. Sobol S.V. Fraktal'nye parametry vodnykh ob"ektov [Fractal parameters of water bodies]. Nizhny Novgorod, Nizhny Novgorod State University of Architecture and Civil Engineering Publ., 2019, 232 p. (In Russian)
4. Abid R.I., Tortum A.T., Atalay A. Fractal Dimensions of Road Networks in Amman Metropolitan Districts. Alexandria Engineering Journal, 2021, vol. 60, iss. 4, pp. 4203–4212. https://doi.org/10.1016/j.aej.2021.03.020
5. Saa A., Gascò G., Grau J.B., Anton J.M., Tarquis A.M. Comparison of gliding box and box-counting methods in river network analysis. Nonlinear Processes in Geophysics, 2007, vol. 14, pp. 603–613. doi: 10.5194/npg-14-603-2007
6. Tian S., Wang W., Shang H., Peng H. Comparison of Traditional Methods and Fractal Dimension Method in River Pattern Discrimination. Research Journal of Applied Sciences, Engineering and Technology, 2013, vol. 5 (23), pp. 5450–5456. https://doi.org/10.19026/rjaset.5.4217
7. Krasnogorskaya N.N., Belozerova E.A. Methodology for determining the catchment area fractal dimension. Journal of Hydrometeorology and Ecology, 2021, no. 62, pp. 52–74. (In Russian). https://doi.org/10.33933/2074-2762-2021-62-52-74
8. Sidorchuk A.Yu. Fractal geometry of the river network. Geomorfologiya, 2014, vol. 1, pp. 3–14. (In Russian) https://doi.org/10.15356/0435-4281-2014-1-3-14
9. Krasilnikov V.M., Sobol S.V. Fractal parameters of the Rybinsk reservoir on the Volga River. Privolzhskii nauchnyi zhurnal [Privolzhsky scientific]. 2018, no. 4 (48), pp. 87–94. (In Russian)
10. Sobol S.V., Krasilnikov V.M. The Sura river basin water bodies’ fractal parameters. Vodnoe khozyaistvo Rossii [Water sector of Russia: problems, technologies, management]. 2018, no. 6, pp. 4–15. (In Russian)
11. Tunakova Yu.A. et al. Development of a methodology for determining the self-cleaning capacity of rivers based on fractal geometry to establish acceptable anthropogenic impact. Vestnik tekhnologicheskogo universiteta [Bulletin of the Technological University]. 2015, vol. 18, no. 19, pp. 249–253. (In Russian)
12. Tishhenko H.H., Cvetkov I.V. Fraktal'nyi analiz rechnykh sistem Tverskoi oblasti [Fractal analysis of river systems of the Tver region]. In: Modelirovanie slozhnykh sistem [Modeling of complex systems]. Tver', 1998, vol. 1, pp. 134–144. (In Russian)
13. Balkhanov V.K. Osnovy fraktal'noi geometrii i fraktal'nogo ischisleniya [Fundamentals of Fractal Geometry and Fractal Calculus]. 2013, 224 p. (In Russian)
14. Zyn' V.I., Molchatskii S.L. Fractal analysis of the polymerization products formed in gas discharge. Khimicheskaya fizika [Russian Journal of Physical Chemistry B: Focus on Physics]. 1998, vol. 17, no. 5, pp. 130–134. (In Russian)
15. Smirnov B.M. Fizika fraktal'nykh klasterov [Physics of fractal clusters]. Moscow, Nauka Publ., 1991, 134 p. (In Russian)
16. Feder E. Fraktaly [Fraktals]. Moscow, Mir Publ., 1991, 260 p. (In Russian)
Review
For citations:
Molchatsky S.L. Using "Free Software" to calculate the fractal dimension of hydrographic basins. South of Russia: ecology, development. 2025;20(2):165-175. (In Russ.) https://doi.org/10.18470/1992-1098-2025-2-13