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Analysis of the relationship between fractals and the dynamics governing watersheds, (case study Dinvar river basin in Kermanshah province, Iran)

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Abstract

Rivers, as force vectors, play an important role in landform changes and have a significant impact on the human exploitation of their surroundings. Investigation on the characteristics and evolution of rivers is one of the topics of river geomorphology. On the other hand, determining the fractal dimension is very important in understanding the behavior and predicting changes in river evolution course. This study was conducted to analyze the relationship between geomorphological characteristics and fractal dimension of the Dinvar river basin. To achieve the above goal, the required data were extracted from topographic maps 1:50,000, geology 1:1,000,000, digital elevation model (DEM) with a pixel size of 12.5 × 12.5 m and also Google Earth software. To conduct this research, in the first step the streams map and the boundaries of the Dinvar basin prepared in the Google Earth software environment. In the second step, the stream ordering was done using Strahler method and the boundaries of the basins were drawn at the end of the stream with a rank of six and the Dinvar basin was divided into two basins, north and south. In the third step, fractal dimensions of rivers and faults were calculated by fractal tree, Turcotte and capacity dimension methods. Morphometric indices include basin asymmetry, shape factor, compactness coefficient, river frequency, texture ratio, elongation ratio, basin relief, basin slope, ruggedness number, drainage density, relief ratio, bifurcation ratio, length to width ratio, and rank to length ratio of streams were calculated. In the present study, the fractal dimensions of the streams in the northern and southern basins based on box counting and Turcotte, fractal tree were 1.56–1.59, 1.26–1.25 and 1.79–1.95, respectively. The fractal dimensions of the faults for the northern and southern basins were in the ranges of 1–1.12 and 1.02–1.14, respectively. Shapiro–Wilk test was used to evaluate the normality of the data. After the calculations related to normalization, the means were compared between the two groups of northern and southern tectonics. The results showed that the morphometric indices on the small and large scales are influenced by lithology and tectonics, respectively.

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The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.

References

  • Alaee Taleghani M, Homayoni S (2012) Dinvar basin flood zoning relying on the geomorphologic characteristics. Geogr Environ Sustain 1(1):37–49

    Google Scholar 

  • Allameh Moheb M (2005) Morphology, Physiography, and Morphometry of Quaternary sediment of Dasht-e-Sanghar. M.Sc in Geomorphology, Kermanshah, Razi University. In Persian

  • ArizaV A, Jiménez-Hornero F, Gutiérrez de Ravé E (2013) Multi-fractal analysis applied to the study of the accuracy of DEM-based stream derivation. Geomorphology 197:85–95

    Article  Google Scholar 

  • Bahrami Sh (2013) Analyzing the drainage system anomaly of Zagros basins: implications for active tectonics. Tectonophysics 608:914–928

    Article  Google Scholar 

  • Beer T, Borgas M (1993) Horton’s law and the Fractal nature of streams. Water Resour Res 29(5):1475–1487

    Article  Google Scholar 

  • Bishop P, Hoey TB, Jansen JD, Artza IL (2005) Knickpoint recession rates and catchments area: the case of uplifted rivers in Scotland. Earth Surf Proc Land 30:767–778

    Article  Google Scholar 

  • Brierley G, Fryir K (2005) Geomorphology and River Management: Applications of the River Styles. Blackwell Publishing DOI 10(1002):9780470751367

    Google Scholar 

  • Brookes AI (1989) The physical geography. Geomorphology, and Late Quaternary history of the Mahidasht project area, Qara Su Basin, central west Tran. Royal Doi:https://doi.org/10.1002/gea.3340050308

  • Bull WB, McFadden LD (1977) Tectonic geomorphology north and south of the Garlock fault, California. In: Doehering. D.O. (Ed.). Geomorphology in Arid Regions. Routledge, London, pp. 115–137.

  • Burrough PA (1981) Fractal dimensions of landscape and other environment data. Nature 294:240–242. https://doi.org/10.1038/294240a0

    Article  Google Scholar 

  • Chen YC, Sung QC, Chen CN, Jean JS (2006) Variations in Tectonic activities of the central and southwestern Foothills, Taiwan, Inferred from River hack profile terr. Atmos Ocean Science 17:563–578

    Google Scholar 

  • Chen CY, Sung QC, Cheng KY (2003) Along-strike variations of morphotectonic features in the Western Foothills of Taiwan: tectonic implications based on stream-gradient and hypsometric analysis. Geomorphology 56:109–137

    Article  Google Scholar 

  • Ciccacci S, Fredi P, Lupia Palmieri E, Pugliese F (1986) Indirect evaluation of erosion entity in drainage basins through geomorphic, climatic and hydrological parameters, international geomorphology, pp.233- 248.

  • Consulting engineers of Saman Ab Sarzamin (2009) justification and watershed studies of renewable natural resources of Dinvar basin. agricultural jahad, organization of forests, rangelands and watershed of Iran. In Persian

  • De Bartolo SG, Gabriele S, Gaudio R (2000) Multifractal behavior of river networks. Hydrol Earth Syst Sci 4(1):105–112

    Article  Google Scholar 

  • Elmizadeh H, Mahpeykar O (2017) Fractal Analysis in Carinariid River Using Box-Counting Method. Geographic Space 17(19):255–270 (In Persian)

    Google Scholar 

  • Eshraghi SA, Jafarian MB, Eglimi B (1996) Marginal report of the Sunqur sheet (1/100000). Geological and Mineral Exploration Organization of Iran. In Persian

  • Font M, Amorese D, Lagarde J L (2010) Dem and GIS Analysis of the Stream Gradient Index to Evaluate Effects of Tectonics. Geomorphology, pp. 172–180.

  • Giaconia F, Rea GB, Martinez JMM, Azañón JM, Peña JVP, Romero JP (2012) Geomorphic evidence of active tectonics in the Sierra Alhamilla (eastern Betics,SE Spain). Geomorphology, pp. 145–146.

  • Guarneri P, Pirrotta C (2008) the response of drainage basins to the late Quaternary tectonic in the Sicilian side of the Messina Strait (NE Sicily). Geomorphology 95:260–273

    Article  Google Scholar 

  • Habibapour Gatabi K, Safari Shali R (2009) Comprehensive Manual for Using SPSS in survey Researches (quantitative data analysis). Loya Publications, Tehran (In Persian)

    Google Scholar 

  • Hamdouni RE, Irigaray C, Fernandez T, Chacon J, keller E A, (2008) Assessment of o relative active tectonic, South west border of the Sierra Nevada (Southern Spain). Geomorphology 96:150–173

    Article  Google Scholar 

  • Hare PW, Gardner TW (1985) Geomorphic indiators of vertical neotectonism along converging plate margins, Nicoya Peninsula, Costa Rica. In M. Morisawa, IT Hack (eds). Tectonic Geomorphology, Proc. of the 15th Annual Binghamton Geomorphology Symposium, Allen & Unwin, Boston.

  • Hergarten S (2002) Self-organized criticality in earth system. Springer, New York. https://doi.org/10.1007/978-3-662-04390-5

    Book  Google Scholar 

  • Horton RE (1945) Erosional development of streams and their drainage basins Hydro-physical approach to quantitative morphology. Bull Geol Soc America 56:275–370

    Article  Google Scholar 

  • Jami M, Khatib M, Moridi Farimani A, Mazlum GH (2013) Fractal geometry of faults and seismicity of the North-East of Iran. J Nat Environ Hazards 2(3):17–28 (In Persian)

    Google Scholar 

  • Joo-Cheol K (2015) Fractal Tree Analysis of Drainage Patterns. Water Resour Manag. https://doi.org/10.1007/s11269-014-0869-7

    Article  Google Scholar 

  • Kale VS, Shejwalkar N (2008) Uplift along the western margin of the Deccan Basalt Province: Is there any geomorphometric evidence? J Earth Syst Sci 117:959–971. https://doi.org/10.1007/s12040-008-0081-3

    Article  Google Scholar 

  • Karam A, Saberi M (2016) Fractal dimension calculation in drainage basins and its relationship with some geomorphological characteristics of the basin (Case study: North Tehran basinss). Quantitat Geomorphol Res 4(3):153–167 (In Persian)

    Google Scholar 

  • Keller EA, Pinter N (1996) Active Tectonics Earthquakes, Uplift, and Landscape. Prentice Hall, Upper Saddle River, p 338

    Google Scholar 

  • Khalifeh Soltani AS, Alavi SA, Ghassemi MR (2016) The role of geological structures in fractal dimension of fractures and drainages in Southwestern Lenjan-Isfahan. Scientif Quarter J Geosci 26(101):45–56 (In Persian)

    Google Scholar 

  • Khosravi A, Sepehr A, Abdollahzadeh Z (2017) Fractal behavior and its relationship with hydromorphometric characteristics over catchments of binaloud Northern Hillslopes. Hydrogomorphology 3(9):1–20 (In Persian)

    Google Scholar 

  • Kim J, Jung K (2015) Fractal Tree Analysis of Drainage Patterns. Water Resour Manag. https://doi.org/10.1007/s11269-014-0869-7

    Article  Google Scholar 

  • La Barbera P, Rosso R (1989) on the fractal dimansion of stream network. Water Resour Res 25(4):735–741

    Article  Google Scholar 

  • Larue JP (2008) Effect of tectonics and lithology on long profiles of 16 rivers of the southern Central Massif border between the Aude and the Orb (France). Geomorphology 93:343–367

    Article  Google Scholar 

  • Luirei KA, Bhakuni SA, Kothyari GCB (2015) Drainage response to active tectonics geomorphology across the Himalayan frontal Thrust, Kumaun Himalaya. Geomorphology 239:58–72

    Article  Google Scholar 

  • Mandelbrot B (1967) How Long Is the Coast of Britain? Statistical Self-Similarity and Fractional Dimension. Sci New Series 156(3775):636–638

    Google Scholar 

  • Mandelbrot B (1982) The fractal geometry of of nature. New York: WH freeman. Pages 648.

  • Meng X, Zhang P, Li J, Ma C, Liu D (2020) The linkage between box-counting and geomorphic fractal dimensions in the fractal structure of river networks: the junction angle. Hydrol Res 51(6):1397–1408. https://doi.org/10.2166/nh.2020.082

    Article  Google Scholar 

  • Nathaniel A, LiftonClement GC (1992) Tectonic, climatic and lithologic influences on landscape fractal dimension and hypsometry: implications for landscape evolution in the San Gabriel Mountains. California Geomorphol 5(1–2):77–114

    Google Scholar 

  • Nautiyal MD (1994) Morphometric analysis of drainage basin, district Dehradun Uttar Pradesh. J Indian Soc Remote Sens 22(4):252–262

    Article  Google Scholar 

  • Nayyeri, H. (2010), Analysis of dynamic and channel pattern in the daring basin of Mahabad river, Thesis compiled for Ph.D degree in Physical Geography, University of Tabriz, Iran. In Persian

  • Nikora VI (1991) Fractal structures of river plan forms. Water Resour Res 27:1327–1333

    Article  Google Scholar 

  • Pasand SA, Khanlari GR, Mohammadi SD (2004) Application of fractal Geometry on the Exploration of faults (case study Tunnels Golab) International conference on earthquake (A Memorial of Bam Disaster) Kerman, Iran

  • Pirrotta C, Barbano MS, Monaco C (2016) Evidence of active tectonics in southern Calabria (Italy) by geomorphic analysis: The examples of the Catona and Petrace rivers. Italian J Geosci 135(1):142–156

    Google Scholar 

  • Prasad G (2007) Trends and Techniques of Geomorphology. Published by Discovery Publhshing House.

  • Psomiadis E, Charizopoulos N, Soulis KX, Efthimiou N (2020) Investigating the correlation of tectonic and morphometric characteristics with the hydrological response in a greek River catchment using earth observation and geospatial analysis techniques. J Geosci. https://doi.org/10.3390/geosciences10090377

    Article  Google Scholar 

  • Puente CE, Castillo PA (1996) On the Fractal structure of networks and dividers within a watershed. J Hydrol 187:173–181

    Article  Google Scholar 

  • Ramírez Herrera MT (1998) Geomorphic assessment of active tectonics in the Acambay graben, Mexican Volcanic Belt. Earth Surf Process Land Froms 23(4):317–332

    Article  Google Scholar 

  • Renzo R, Baldassare B (1991) Fractal relation of mainstream length to Catchment area in river networks. Water Resour Res 27(3):381–387

    Article  Google Scholar 

  • Roach D, Fowler A (1993) Dimensionality analysis of patterns: fractal measurements. Comput Geosci 19(6):849–869

    Article  Google Scholar 

  • Rodríguez Iturbe I, Rinaldo A, Rigon R, Bras RL, Marani A, Ijjász Vásquez EJ (1992) Energy Dissipation, Runoff Production, and the Three-Dimensional Structure of River Basins. Water Resour Res 28(4):1095–1103

    Article  Google Scholar 

  • Sadr AH, Alipoor R, Ghamarian S (2018) Analysis (Investigating) the role of active structures of tectonic in fractal dimension of fractures and drainages of the Hassanabad fault zone (SWQazvin). Tectonics 2(5):3–14 (In Persian)

    Google Scholar 

  • Smith K (1996) Environmental Hazards Assessing Risk and Reducing Disaster, 1 edition. Routledge, UK

    Google Scholar 

  • Sowparinka M, Jairaj PG (2014) Implication of Fractal Dimension on Properties of Rivera and River Basins. Intern J Civil Eng Technol. 5(12):155–164

    Google Scholar 

  • Strahler AN (1964) Quantitative geomorphology of drainage basin and channel networks. In: Chow VT (ed) Handbook of applied hydrology. McGraw Hill Book Co., New York, pp 4–76

    Google Scholar 

  • Tarboton DG, Bras RL, Rodriguez Iturbe I (1988) The Fractal nature of river networks. Water Resour 24(8):1317–1322

    Article  Google Scholar 

  • Turcotte DL (1992) Fractal and Chaos in Geology and Geophysics. Geophysics Combridge University Press, Combridge: pages: 221, ISBN 0 521 412706.

  • Turcotte DL (1997) Fractal and Chaos in Geology and Geophysics. Cambridge University Press, Cambridge, p 398

    Book  Google Scholar 

  • Vijith H, Satheesh R (2006) GIS based morphometric analysis of two major upland sub-watersheds of Meenachil river in Kerala. J Indian Soc Remote Sens 42(2):180–185

    Google Scholar 

  • Whipple KX (2001) fluvial landscape response time: How plausible is steady state denudation? Am J Sci 301:313–325

    Article  Google Scholar 

  • Yalcin G, Akyu rek Z (2004) Multiple Criteria Analysis for Flood Vulnerable Areas. 20th ISPRS Congress, Istanbul, Turkey, PP: 174–181.

  • Zavoianu I (1985) Morphometery of drainage basins: Developments in water science. Oxford, p: 237.

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Hadi Nayyeri: Supervision, Conceptualization, analyzing the results, writing-edition the paper, Shahla Kahrizi: the data collection, formal analysis, Hadi Sanikhani: Software, formal analysis, writing the original draft and writing-edition the paper.

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Correspondence to Hadi Nayyeri.

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Nayyeri, H., kahrizi, S. & Sanikhani, H. Analysis of the relationship between fractals and the dynamics governing watersheds, (case study Dinvar river basin in Kermanshah province, Iran). Environ Earth Sci 81, 515 (2022). https://doi.org/10.1007/s12665-022-10641-0

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