Relationship between fractal dimensions of stream and morphometric characteristics of basin for the soil conservation from water erosion

Sepideh Mofidi, A. Mohammadi Torkashvand, A. Moeini, E. Pazira, H. Ahmadi
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引用次数: 1

Abstract

ABSTRACT The network of streams continuously changes its location based on time, environmental factors and human interventions. It is very important to study the stream changes in order to provide management solutions for soil conservation. One of the new methods in this regard is to use fractal geometry. The purpose of this study was to investigate the relationship between fractal and morphometric characteristics of the basin and the possibility of fast, low-cost and accurate management of the stream network based on this relationship. For this purpose, using data basic maps, drainage networks map and digital elevation model (10 m) of the ground by ArcGIS 10.7 was prepared. Then applying the rules of the Horton–Strahler river network, fractal dimensions were calculated to examine the relationship between fractal dimensions, and some rivers’ geomorphic features were investigated. Finally, by entering the data obtained from the calculations in SPSS 22 and Curve Expert software, the morphometric characteristics of the basin associated with the fractal dimensions were investigated. In the Curve Expert software, the exponential, logarithmic, linear and power models of the dependent variable (fractal dimension) and the independent variable (morphometric characteristics) were investigated and the model that had the higher determination coefficient and was significant in SPSS 22 software for the nonlinear univariate regression was selected and introduced as the appropriate model for the relationship between the two studied variables. Results showed that the fractal dimension of stream branch, the fractal dimension of drainage density and the fractal dimension of total basin area were 1.84, 0.71 and 1.46, respectively. The results also showed that the fractal dimension of watersheds has meaningful relations with factors such as shape form, area, bifurcation ratio and length ratio in the watersheds. Due to the importance of stream characteristics in the management of watersheds in terms of flood, erosion and soil conservation, the fractal models can be used to make quick and accurate decisions about the stream management.
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河流分形维数与流域水土保持形态特征的关系
河流网络根据时间、环境因素和人为干预不断改变其位置。研究河流变化,为土壤保持提供管理解决方案具有重要意义。在这方面的新方法之一是使用分形几何。本研究的目的是探讨流域分形特征和形态特征之间的关系,以及基于这种关系对水系进行快速、低成本和精确管理的可能性。为此,利用ArcGIS 10.7软件编制了数据基础图、水系网图和地面10 m数字高程模型。然后应用Horton-Strahler河网规则,计算分形维数,考察分形维数之间的关系,并对部分河流的地貌特征进行研究。最后,在SPSS 22和Curve Expert软件中输入计算得到的数据,研究与分形维数相关的盆地形态计量学特征。在Curve Expert软件中,对因变量(分形维数)和自变量(形态特征)的指数模型、对数模型、线性模型和幂模型进行了研究,选择了在SPSS 22软件中非线性单变量回归中决定系数较高且显著的模型,并将其引入作为研究变量之间关系的合适模型。结果表明:流域支流分形维数、流域密度分形维数和流域总面积分形维数分别为1.84、0.71和1.46;流域分形维数与流域形态、流域面积、分岔率、流域长度比等因素有显著关系。由于河流特征在流域洪水、侵蚀和水土保持管理中的重要性,分形模型可用于流域河流管理的快速、准确决策。
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来源期刊
CiteScore
6.00
自引率
4.00%
发文量
48
期刊介绍: include, but are not limited to new developments or applications in the following areas: AREAS OF INTEREST - integrated water resources management - watershed land use planning and management - spatial planning and management of floodplains - flood forecasting and flood risk management - drought forecasting and drought management - floodplain, river and estuarine restoration - climate change impact prediction and planning of remedial measures - management of mountain rivers - water quality management including non point source pollution - operation strategies for engineered river systems - maintenance strategies for river systems and for structures - project-affected-people and stakeholder participation - conservation of natural and cultural heritage
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