Analyzing geodetic leveling and subsidence of benchmarks: data and conclusions for Zhezkazgan and GEV-Lermontovo villages
DOI:
https://doi.org/10.31643/2024/6445.38Keywords:
instrumental observations, geodetic monitoring, geodesy, leveling, profile linesAbstract
This article analyzes geodetic leveling data at sites in the villages of Zhezkazgan and GEV-Lermontovo for the period from 2014 to 2020 using correlation matrices, statistical tests, and box plots. Using the rock displacement data on benchmarks along selected profile lines, detailed analyses were conducted in two groups (Group "A" with the data from 2018 to 2020 and Group "B" with the in-depth study of subsidence levels since 2014). In group "A", correlation matrices were analyzed and statistically significant relationships were determined between the levels of subsidence of the benchmarks. Group "B" was aimed at studying changes in the level of subsidence along the three profile lines for different periods. Using box plots, the distribution and variability of subsidence levels were visualized, anomalies were identified and potential problem areas were identified. The results indicate significant subsidence on profile line 115 caused by mining activities in the area of the Lermontovo hydraulic fracturing site. These studies are valuable information for geodesists and geologists and can be used to manage urban development, infrastructure stability, and environmental protection in the region. The results obtained are of interest for further studies and can serve as the basis for the development of appropriate strategies and remedial measures.
Downloads
References
Sun X, Bao J, Li J, Zhang Y, Liu S, Zhou B. A digital twin-driven approach for the assembly-commissioning of high precision products. Robotics and Computer-Integrated Manufacturing. 2020;61:101839. https://doi.org/10.1016/j.rcim.2019.101839
Heki K, Jin S. Geodetic study on earth surface loading with GNSS and GRACE. Satellite Navigation.2023;4(1):24. https://doi.org/10.1186/s43020-023-00113-6
IshikawaT, Yokota Y, WatanabeSI, Nakamura Y. History of On-Board Equipment Improvement for GNSS-A Observation With Focus on Observation Frequency. Frontiers in Earth Science. 2020; 8:150. https://doi.org/10.3389/feart.2020.00150
Bures J, Bartonek D, Svabensky O, Vojkuvka M. Integrated information system of building structures monitoring. International Multidisciplinary Scientific GeoConference SGEM.2017;17:943-950. https://doi.org/10.5593/sgem2017/21/S07.119
Igemberlina MB, Seituly K. Otsenka geomekhanicheskogo sostoyaniya podrabotannoy territorii poselka Zhezkazgan [Assessment of the geomechanical condition of the undermined territory of the village of Zhezkazgan]. Trudy Universiteta = University Proceedings. 2020; 2(79):66-69. (in Russ.).
Tsentry i repery Gosudarstvennoy geodezicheskoy i nivelirnoy setey Respubliki Kazakhstan GKINP -19-024-09 [Centers and benchmarks of the State geodetic and leveling networks of the Republic of Kazakhstan GCINR-19-024-09]. Astana: 2009, 46. (in Russ.).
Instruktsiya ob okhrane geodezicheskikh punktov [Instructions on the protection of geodetic points].Moscow.1984, 29. (in Russ.).
Instruktsiya po nablyudeniyam za sdvizheniyem gornykh porod i zemnoy poverkhnosti pri podzemnoy razrabotke rudnykh mestorozhdeniy [Instructions for observing the movement of rocks and the earth's surface during underground mining of ore deposits]. Moscow.2007, 112. (in Russ.).
Instruktsiya po nivelirovaniyu I, II, III i IV klassov [Leveling instructions I, II, III and IV classes]. Moscow.2004, 231. (in Russ.).
NizametdinovNF, BaryshnikovVD, NizametdinovRF, Igemberlina MB, StaňkováH, BatyrshaevaZhM. Analysis of Ground Surface Displacements under the Influence of Repeated Mining Activities in the Zhezkazgan Area. Journal of Mining Science.2021;57(2):184-189. https://doi.org/10.1134/S1062739121020022
Brien CJ, James AT, Venables WN. An analysis of correlation matrices: Variables cross-classified by two factors. Biometrika.1988;75(3):469-476. https://doi.org/10.2307/2336596
Asuero AG, Sayago A, González AG. The correlation coefficient: An overview. Critical reviews in analytical chemistry.2006;36(1):41-59. https://doi.org/10.1080/10408340500526766
Hauke J, Kossowski T. Comparison of values of Pearson's and Spearman's correlation coefficients on the same sets of data. Quaestiones geographicae. 2011;30(2):87-93. https://doi.org/10.2478/v10117-011-0021-1
Dahiru T. P-value, a true test of statistical significance? A cautionary note.Annals of Ibadan postgraduate medicine.2008;6(1):21-26. https://doi.org/10.4314/aipm.v6i1.64038
Altman D, Machin D, Bryant T, & Gardner M. eds. Statistics with confidence: confidence intervals and statistical guidelines. John Wiley & Sons.2013.
Senthilnathan S. Usefulness of correlation analysis. Available at SSRN 3416918.2019.
Chambers JC, Mullick SK, Smith DD. How to choose the right forecasting technique. Cambridge, MA, USA: Harvard University, Graduate School of Business Administration.1971.
SchwertmanNC,Owens MA, Adnan R. A simple more general boxplot method for identifying outliers. Computational statistics & data analysis. 2004;47(1):165-174. https://doi.org/10.1016/j.csda.2003.10.012
McGill R, Tukey JW, Larsen WA. Variations of box plots. The american statistician.1978;32(1):12-16. https://doi.org/10.1080/00031305.1978.10479236
Package Corrplot. 2022; 26. https://cran.r-project.org/web/packages/corrplot/corrplot.pdf
Krzywinski M, Altman N. Visualizing samples with box plots: use box plots to illustrate the spread and differences of samples. Nature Methods. 2014;11(2):119-121. https://doi.org/10.1038/nmeth.2813
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 Zhunussova, G., Igemberlina, M., & Abekov, U.
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 Unported License.