Photogrammetric assessment of deformation processes on landslide slopes while ensuring sustainable development of Caucasus Territories

Natalia Yaitskaya, Vladimir Brigida, Oksana Gavrina, Alexander Kopylov
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Abstract

Introduction. Sustainable development of geo-resources in modern realities is a priority for ensuring sustainable development of the territories of the Russian Federation. In the absence of real mechanisms for its implementation, the territories most sensitive to climate change (the subtropical zone of the Caucasus) will be exposed to increased risks of an increase in dangerous hydro meteorological phenomena. At the same time, the issues of improving methods for assessing deformation processes on landslide slopes become particularly relevant. Materials and methods. The object of the study was a slope located near the “Winter Theater” (Sochi) on the road surface of the descent to the sea where a system of cracks was observed. The area under study was photographed point by point with a Nikon D3100 camera, after which the photographs were depixelized to obtain PNG ASCII files. After this file, standard smoothing processed the containing data arrays and three-dimensional interpolation procedures to obtain regression models that were presented in the software «gnuplot». Results. As a result of completed stage of research, a methodology for determining the deformation processes of slope systems using the photometric method, which is based on the processing of a high-precision raster image (photo) by analytical methods, was adapted and formed. In our case, there would be a series of values only for the line of sites (n = 9) for all pickets (N from 11 to 23). When analyzing only this series, we could conclude that ε varies nonlinearly from 12 (N= 23 m) to the first local maximum of 20 mm (N= 21 to 22 m). Afterwards there is a decline to 17 mm (N = 20 m) and so on, but in general, they do not exceed 23 mm. While when using the photometric method, we can observe in certain areas (segments) that the amount of deformation of the asphalt road reaches up to 40 mm. Discussion. Compared to most similar studies (geo-statistical methods for processing satellite images, classical geodetic methods, methods of geophysics, the photometric method for identifying fractured structures, as well as assessing their development, is more accurate and less labor-intensive in conducting field experiments. Conclusion. To ensure sustainable development of the Caucasus territories, it is necessary to significantly improve the quality of monitoring of road surfaces located in foothill and mountain areas (especially in the presence of serpentine roads). As a result of the completed stage of research, a methodology for determining the deformation processes of slope systems using the photometric method, which is based on the processing of a high-precision raster image (photo) by analytical methods, was adapted and formed. Future research should focus on the methodology for transitioning to displacement rates and considering the response spaces of crack profile dynamics. Resume. The article presents the results of studies of deformation processes of slope systems in a dangerous landslide zone (Winter Theater of Sochi) of the Eastern Black Sea region. It has been established that the width of the walls of crack No. 2 on the road section under study in 2022 increases nonlinearly according to a polynomial law, while the absolute values of deformations can vary from 3 to 40 mm. In addition, a methodology for using the photometric method to assess the degree of cracking in slope systems is presented. The results of the study can be used in the development of a methodology for geoecological monitoring of the condition of road surfaces of highways in mountainous areas. The proposed methodological approaches to processing raster data sets can be used to develop algorithms for managing natural and technical systems in the mining industry.
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在确保高加索地区可持续发展的同时,对滑坡斜坡的变形过程进行摄影测量评估
导言。现代地质资源的可持续发展是确保俄罗斯联邦领土可持续发展的优先事项。如果缺乏真正的实施机制,对气候变化最敏感的地区(高加索的亚热带地区)将面临危险水文气象现象增加的更大风险。同时,改进评估滑坡斜坡变形过程的方法也变得尤为重要。材料和方法。研究对象是位于 "冬季剧院"(索契)附近的一个斜坡,该斜坡位于通往海边的下坡路面上,在该处发现了一系列裂缝。使用尼康 D3100 相机对研究区域进行逐点拍摄,然后对照片进行像素化处理,以获得 PNG ASCII 文件。在该文件之后,对包含数据的阵列进行标准平滑处理,并通过三维插值程序获得回归模型,这些模型在软件 "gnuplot "中显示。研究结果作为已完成研究阶段的成果,调整并形成了使用光度测量法确定斜坡系统变形过程的方 法,该方法以分析方法处理高精度光栅图像(照片)为基础。在我们的案例中,所有纠察线(N 从 11 到 23)都有一个仅针对纠察线(N = 9)的数值系列。如果只分析这一系列,我们可以得出这样的结论:ε 从 12(N= 23 米)到第一个局部最大值 20 毫米(N= 21 至 22 米)呈非线性变化。之后会下降到 17 毫米(N=20 米),依此类推,但总体上不会超过 23 毫米。而使用光度测量法时,我们可以观察到在某些区域(路段),沥青路面的变形量高达 40 毫米。讨论情况。与大多数类似研究(处理卫星图像的地质统计方法、经典大地测量方法、地球物理方法)相比,用于识别断裂结构以及评估其发展情况的光度测量法更为准确,而且在进行现场实验时耗费的人力更少。结论为确保高加索地区的可持续发展,有必要大幅提高对山麓和山区路面(尤其是蛇形路面)的监测质量。作为已完成研究阶段的成果,调整并形成了使用光度测量法确定斜坡系统变形过程的方法,该方法基于分析方法对高精度光栅图像(照片)的处理。今后的研究重点应放在向位移率过渡的方法上,并考虑裂缝剖面动力学的响应空间。简历文章介绍了对东黑海地区危险滑坡地带(索契冬季剧场)斜坡系统变形过程的研究结果。研究证实,2022 年研究路段上 2 号裂缝壁的宽度根据多项式规律非线性增加,而变形的绝对值可从 3 毫米到 40 毫米不等。此外,还介绍了使用光度测量法评估边坡系统裂缝程度的方法。研究结果可用于制定对山区高速公路路面状况进行地质生态监测的方法。提出的栅格数据集处理方法可用于开发采矿业自然和技术系统管理算法。
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来源期刊
Sustainable Development of Mountain Territories
Sustainable Development of Mountain Territories Social Sciences-Sociology and Political Science
CiteScore
2.40
自引率
0.00%
发文量
36
期刊介绍: International scientific journal "Sustainable development of mountain territories" covers fundamental and applied regional, national and international research and provides a platform to publish original full papers and related reviews in the following areas: engineering science and Earth science in the field of sustainable development of mountain territories. Main objectives of international scientific journal "Sustainable development of mountain territories" are: raising the level of professional scientific workers, teachers of higher educational institutions and scientific organizations; presentation of research results in the field of sustainable development of mountain areas on the technical aspects and Earth sciences, informing readers about the results of Russian and international scientific forums; improved review and editing of the articles submitted for publication; ensuring wide dissemination for the published articles in the international academic environment; encouraging dissemination and indexing of scientific works in various foreign key citation databases.
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