Fractal characteristics of geomorphological heterogeneity in Xisha Islands waters under Multiple Linear Regression

IF 0.7 4区地球科学 Q4 GEOSCIENCES, MULTIDISCIPLINARY

Earth Sciences Research Journal Pub Date : 2021-04-16 DOI:10.15446/ESRJ.V25N1.94076

Xuli Wang

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Abstract

How to cite item Wang, X. (2021). Fractal characteristics of geomorphological heterogeneity in Xisha Islands waters under Multiple Linear Regression. Earth Sciences Research Journal, 25(1), 41-48. DOI: https://doi.org/10.15446/esrj. v25n1.94076 Based on the obvious anisotropy of Xisha Islands waters topography, the uneven fractal characteristics of Xisha Islands waters topography are studied by using multivariate linear expression. Using multiple linear regression analysis method to extract the projection of heterogeneous characteristic factors, the geometric heterogeneous characteristics of Xisha Islands waters are obtained. The fractal feature of landform is studied based on projection coverage method, and the non-isotropic body irregularity in Xisha Islands waters is measured. Experimental results show that this method can effectively analyze the non-uniform fractal characteristics of the Xisha Islands waters. The fractal dimension of different types of landforms in Xisha Islands in the corresponding region is high mountain area > medium and low mountain area > basin area, which reflects the difference of surface roughness or complexity of different types of landforms. The calculated fractal dimension is helpful to reveal the heterogeneity of general geomorphological features in different development stages. ABSTRACT Fractal characteristics of geomorphological heterogeneity in Xisha Islands waters under Multiple Linear Regression

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多元线性回归下西沙群岛海域地貌非均质性的分形特征

王旭(2021)。多元线性回归下西沙群岛海域地貌异质性的分形特征地球科学研究，25(1)，41-48。DOI: https://doi.org/10.15446/esrj。基于西沙群岛水域地形具有明显的各向异性，利用多元线性表达式研究了西沙群岛水域地形的不均匀分形特征。采用多元线性回归分析方法提取非均质特征因子投影，得到西沙群岛水域的几何非均质特征。基于投影覆盖法研究了西沙群岛地貌的分形特征，测量了西沙群岛海域非各向同性体不规则度。实验结果表明，该方法可以有效地分析西沙群岛海域的非均匀分形特征。相应区域西沙群岛不同类型地貌的分形维数为高山区>，中山区>，盆地区>，反映了不同类型地貌表面粗糙度或复杂程度的差异。计算得到的分形维数有助于揭示不同发育阶段一般地貌特征的异质性。多元线性回归分析西沙群岛海域地貌异质性的分形特征

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来源期刊

Earth Sciences Research Journal 地学-地球科学综合

CiteScore

1.50

自引率

0.00%

发文量

审稿时长

>12 weeks

期刊介绍： ESRJ publishes the results from technical and scientific research on various disciplines of Earth Sciences and its interactions with several engineering applications. Works will only be considered if not previously published anywhere else. Manuscripts must contain information derived from scientific research projects or technical developments. The ideas expressed by publishing in ESRJ are the sole responsibility of the authors. We gladly consider manuscripts in the following subject areas: -Geophysics: Seismology, Seismic Prospecting, Gravimetric, Magnetic and Electrical methods. -Geology: Volcanology, Tectonics, Neotectonics, Geomorphology, Geochemistry, Geothermal Energy, ---Glaciology, Ore Geology, Environmental Geology, Geological Hazards. -Geodesy: Geodynamics, GPS measurements applied to geological and geophysical problems. -Basic Sciences and Computer Science applied to Geology and Geophysics. -Meteorology and Atmospheric Sciences. -Oceanography. -Planetary Sciences. -Engineering: Earthquake Engineering and Seismology Engineering, Geological Engineering, Geotechnics.