GIS implementation and statistical analysis for significant characteristics of Kirkuk soil

IF 1.7 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY
A. M. Raheem, N. Omar, Ibrahim Naser, Mohammed Sirage Ibrahim
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引用次数: 3

Abstract

Abstract In the presence of harsh economic conditions, conducting laboratory experiments in a wide anticipated area to determine soil properties for any purpose or task within a city is unachievable. Hence, this work is focused on incorporating the existing record data of 56 distinct soil samples acquired from different pits of Kirkuk city utilizing spatial analysis described by inverse distance weighted (IDW) and Kriging methodologies. The incorporated constituents were principally categorized into basic soil characteristics such as clay, silt, sand, and gravel contents and various soil parameters such as initial void ratio (e o), angle of internal friction (ϕ), cohesion (c), and optimum soil moisture content. Moreover, quantitative approaches such as geotechnical parameters association, linear single, and linear multi-regression models were used. Significant discrepancies in both approaches are readily obvious in the third to fifth zones, indicating that IDW and Kriging processes describe the distribution of sand in Kirkuk city differently. Furthermore, linear multi-regression model between basic and investigated soil parameters show good to excellent and very good to excellent degrees of correlation, with multiple R values in the range of (0.77–0.97) and (0.86–0.98), respectively.
基尔库克土壤显著特征的GIS实施与统计分析
摘要在恶劣的经济条件下,在广泛预期的区域内进行实验室实验以确定城市内任何目的或任务的土壤性质是不可能实现的。因此,这项工作的重点是利用反距离加权(IDW)和克里格方法描述的空间分析,结合从基尔库克市不同矿坑采集的56个不同土壤样本的现有记录数据。掺入的成分主要分为基本土壤特征,如粘土、淤泥、沙子和砾石含量,以及各种土壤参数,如初始孔隙比(e o)、内摩擦角(ξ)、内聚力(c)和最佳土壤含水量。此外,还使用了岩土参数关联、线性单回归和线性多元回归模型等定量方法。在第三至第五区域,这两种方法的显著差异显而易见,表明IDW和Kriging过程对基尔库克市沙子分布的描述不同。此外,基本土壤参数和调查土壤参数之间的线性多元回归模型显示出良好到极好和非常好到极好的相关性,多个R值分别在(0.77–0.97)和(0.86–0.98)范围内。
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来源期刊
Journal of the Mechanical Behavior of Materials
Journal of the Mechanical Behavior of Materials Materials Science-Materials Science (miscellaneous)
CiteScore
3.00
自引率
11.10%
发文量
76
审稿时长
30 weeks
期刊介绍: The journal focuses on the micromechanics and nanomechanics of materials, the relationship between structure and mechanical properties, material instabilities and fracture, as well as size effects and length/time scale transitions. Articles on cutting edge theory, simulations and experiments – used as tools for revealing novel material properties and designing new devices for structural, thermo-chemo-mechanical, and opto-electro-mechanical applications – are encouraged. Synthesis/processing and related traditional mechanics/materials science themes are not within the scope of JMBM. The Editorial Board also organizes topical issues on emerging areas by invitation. Topics Metals and Alloys Ceramics and Glasses Soils and Geomaterials Concrete and Cementitious Materials Polymers and Composites Wood and Paper Elastomers and Biomaterials Liquid Crystals and Suspensions Electromagnetic and Optoelectronic Materials High-energy Density Storage Materials Monument Restoration and Cultural Heritage Preservation Materials Nanomaterials Complex and Emerging Materials.
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