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Detection of soil physical properties of reclaimed land in open-pit mining area: feasibility of application of ground penetrating radar

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Abstract

In order to obtain the typical soil physical properties of reclaimed land more quickly and accurately, the South Dump of the China Coal’s Antaibao Open-Pit Mine in Pingshuo was focussed on in this paper, and ground penetrating radar (GPR) technology was utilized to detect the soil physical properties of reclaimed land in the mining area. The soil profile sampling and GPR detection methods were used to acquire the data. The gravel content of surface soil was analyzed by counting the number of isolated gravel signals in GPR images. The change of effective soil thickness was analyzed by establishing the fitting relationship between calibration depth and GPR image depth. The Topp’s model was validated by comparing its inversion with the measured soil volumetric water content. And the Topp’s model was further validated by the soil volumetric water content obtained from the Topp’s model and which obtained from the wave velocity inversion. The results are as follows: (1) Based on the number of isolated gravel signals in GPR images, we could qualitatively analyze the gravel content of surface soil reclaimed in the mining area. As the number of isolated gravel signals was greater, the gravel content of the surface soil was higher. (2) Using the known relative permittivity, electromagnetic wave velocity, and soil volumetric water content, the calibration depth and the reflection depth of the target (calibrator) of the GPR images were segmented, and the correlation between them is high. The fitting relationship (R2) of each segment was higher than 0.940, and the average value of the five-segment R2 was 0.966, which indicated more accurate detection of the effective soil thickness of the reclaimed land in the mining area. (3) GPR could be used to detect the soil volumetric water content of reclaimed land in mining area, and Topp’s model was used for calculation of soil volumetric water content. The average deviation rate between the values from Topp’s model and the measured values was 12%, and the average absolute value of the difference was 2%. In summary, the benefits of using GPR to detect soil physical properties of reclaimed land in mining area are as follows: (1) GPR can be used to detect soil layer thickness and surface gravel content faster and more accurately. (2) Topp model can also be used to calculate the soil moisture content of non-natural deposits such as reclaimed land in mining area.

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References 

  • Anchuela, O. P., Luzon, A., Perez, A. (2016). Ground penetrating radar evaluation of the internal structure of fluvial tufa deposits (Devanos-Anavieja system, NE Spain): an approach to different scales of heterogeneity. Geophysical Journal International, ggw167.

  • Benedetto, A. (2010). Water content evaluation in unsaturated soil using gpr signal analysis in the frequency domain. Journal of Applied Geophysics, 71(1), 26–35.

    Article  Google Scholar 

  • Berton, F., Guedes, C. C., Vesely, F. F., De Souza, M. C., Angulo, R. J., Rosa, M. L., & Barboza, E. G. (2019). Quaternary coastal plains as reservoir analogs: wave-dominated sand-body heterogeneity from outcrop and ground-penetrating radar, central Santos Basin, southeast Brazil. Sedimentary Geology, 97–113.

  • Cao, Y., Bai, Z., Sun, Q., & Zhou, W. (2017). Rural settlement changes in compound land use area: characteristics and reasons of changes in a mixed mining-rural-settlement area in shanxi province, china. Habitat International, 61, 9–21.

    Article  Google Scholar 

  • Cao, Y., Dallimer, M., Stringer, L. C., Bai, Z., & Siu, Y. L. (2018). Land expropriation compensation among multiple stakeholders in a mining area: explaining “skeleton house” compensation. Land Use Policy, 74, 97–110.

    Article  Google Scholar 

  • Carl PE., & Peter H. (1996). Estimating stone and boulder content in forest soils-evaluating the potential of surface penetration methods. Catena, 28(2), 121-134.

  • Cerda A. (2001). Effects of rock fragment cover on soil infiltration, interrill runoff and erosion. European Journal of Soil Science, 52(1):59-68.

  • Certini, G., Campbell, C. D., & Edwards, A. C. (2004). Rock fragments in soil support a different microbial community from the fine earth. Soil Biology & Biochemistry, 36(7), 1119–1128.

    Article  CAS  Google Scholar 

  • Chen, X. Y., Wang, F., Yan, J. P., Liu, Y., Tan, H. Y., & Zhou, Y. Z. (2016). Effects of covering soil thickness on diurnal variation of respiratory soil respiration in mining area. Journal of China University of Mining & Technology, 45(1), 163–169.

    Google Scholar 

  • Ersahin, S., & Brohi, A. R. (2006). Spatial variation of soil water content in topsoil and subsoil of a typic ustifluvent. Agricultural Water Management83(1–2), 0–86.

  • Guo, J. Y., He, J. L., Li, J. R., Xing, E. D., & Liang, Z. Q. (2015). Effects of artificial remolded landforms on soil erosion in Xilin Gol grassland and its control effects. Journal of Soil and Water Conservation, 29(1), 56–61.

    Google Scholar 

  • Guo, X. Y., Zhang, J. T., Gong, H. L., & Dong, Z. (2005). Diversity of vegetation restoration process in reclaimed land in Antaibao mining area. Chinese Journal of Ecology, 225(4), 763–770.

    Google Scholar 

  • Han, X. L., Liu, J. T., Zhang, J., & Zhang, Z. C. (2016). Identifying soil structure along headwater hillslopes using ground penetrating radar based technique. Journal of Mountain Science, 13(3), 405-415.

  • He, R. Z., Hu, Z. Q., Wang, J., & Wang, Ping. (2009). The progress of using ground penetrating radar to detect the soil quality. Progress in Geophysics, 24(4), 1483-1492.

  • Hu, Z. Q., Chen, B. Z., & Chen, X. Y. (2005a). Application of ground penetrating radar to detect layered structure of reclaimed soil. China Mining Industry, 14(3), 73–75.

    Google Scholar 

  • Hu, Z. Q., Wei, Z. Y., & Qin, P. (2005). Concept and method of soil reconstruction in mine reclamation. Journal of Soils, 37(1), 8–12.

    Google Scholar 

  • Huang, Y. Z., Zhu, Y. G., Tong, Y. P., Hu, Y., & Liu, Y. X. (2004). Effects of soil moisture on the uptake and accumulation of cadmium in maize seedlings. Chinese Journal of Ecology, 24(12), 2832–2836.

    Google Scholar 

  • Hubbard, S. S., Grote, K. R., & Rubin, Y. (2002). Mapping the volumetric soil water content of a California vineyard using high-frequency GPR ground wave data. Geophysics, 21(6), 552–559.

    Google Scholar 

  • Lei, S. G., & Bian, Z. F. (2008). Review of the research on determination of soil volume and moisture content by ground penetrating radar. Chinese Journal of Soil Science, 39(5), 1179–1183.

    CAS  Google Scholar 

  • Li, S. (2018). Coal: 22 work points in 2018, capacity announcement 4.36 billion tons. Energy, (5): 16.

  • Li, X. J., Hu, Z. Q., Jing, L., Ning, L., & Zhang, W. (2007). Research progress of reclaimed soil quality in mining subsidence area. Transactions of the Chinese Society of Agricultural Engineering, 23(6), 276–280.

    CAS  Google Scholar 

  • Li, Y., Shang, S. Y., & Liu, Z. X. (2016). Correlation between the coverage of typical steppe vegetation and the spatial heterogeneity of chestnut soil thickness in Deligor. Jiangsu Agricultural Sciences, 44(11), 41–418.

    CAS  Google Scholar 

  • Liang, F. H. (2012). Preliminary study on detection technology of ground penetrating radar. Journal of Transportation Research, 2, 63–66.

    Google Scholar 

  • Liu, S. K., Zhao, G. Z., Li, Z. P., Zhou, X., & An, J. (2017). Study on the influence of chromium (Cr) pollution on soil dielectric properties. Engineering Investigation, 45(4), 68–74.

    CAS  Google Scholar 

  • Ma, X. Q., Bi, H. L., Sun, Y., & Zu, H. J. (2012). Environmental geological problems and prevention and control suggestions for mines in Qinghai Province. Qinghai Environment, 3, 135–137.

    Google Scholar 

  • Meerveld, T. V., & Mcdonnell, J. J. (2006). On the interrelations between topography, soil depth, soil moisture, transpiration rates and species distribution at the hillslope scale. Advances in Water Resources, 29(2), 293–310.

    Article  Google Scholar 

  • Ministry of Land and Resources of PRC. TD/T 1036—2013 Completion standards on land reclamation quality. Beijing: China Standards Press, 2013.

  • Neal, A. (2004). Ground-penetrating radar and its use in sedimentology: principles, problems and progress. Earth Science Reviews, 66(3–4), 261–330.

    Article  Google Scholar 

  • Qian, R. Y., Wang, Z. C., Kong, X. C., & Ji, Y. P. (2004). Application of ground penetrating radar to non-metal pipeline detection. Municipal Technology, 22(5), 327–329.

    Google Scholar 

  • Ratto, C. R., Morton, K. D., Collins, L. M., & Torrione, P. A. (2014). Analysis of linear prediction for soil characterization in gpr data for countermine applications. Sensing and Imaging, 15(1), 86–440.

    Article  Google Scholar 

  • Roth, K., Wollschlager, U., Cheng, Z. H., & Zhang, J. B. (2004). Exploring soil layers and water tables with ground-penetrating radar. Pedodphere, 14(3), 273–282.

    Google Scholar 

  • Seyfried, D., & Schoebel, J. (2016). Ground penetrating radar for asparagus detection. Journal of Applied Geophysics, 126, 191–197.

    Article  Google Scholar 

  • Shakas, A., & Linde, N. (2017). Apparent apertures from ground penetrating radar data and their relation to heterogeneous aperture fields. Geophysical Journal International, 3, 1418–1430.

    Article  Google Scholar 

  • Topp, G. C., Davis, J. L., & Annan, A. P. (1980). Electromagnetic determination of soil water content: measurements in coaxial transmission lines. Water Resources Research, 16(3), 574–582.

    Article  Google Scholar 

  • Wang, H. L., Zhang, X., & Sheng, W. Y. (2014). Design and experiment of shrub moisture sensor based on TDT principle. Transactions of the Chinese Society of Agricultural Machinery, 5, 259–264.

    Google Scholar 

  • Wang, L. B. (2011). The State Council promulgated the implementation of the Land Reclamation Regulations, and the Land Reclamation Regulations promulgated on November 8, 1988 were simultaneously abolished. Land and Resources News, (5): 6–9+1.

  • Wang, Q. F., Zhou, K. F., Sun, L., Qin, Y. F., & Li, G. Y. (2013). Experimental study on rapid determination of soil water content based on ground penetrating radar[J]. Journal of Natural Resources, 28(5), 881–888.

    Google Scholar 

  • Wang, X. Y., Li, C. X., Xu, Q. X., & Cai, C. F. (2011). Research progress of gravel covering on soil water erosion process. China Journal of Soil and Water Conservation, 9(1), 115–120.

    Google Scholar 

  • Wang, Z. C., & Wu, Y. (2010). Geological radar technology for nondestructive testing of tunnel quality. Railway Technology Innovation, 3, 78–80.

    Google Scholar 

  • Wu, Y. B., Cui, F., Wang, L., Chen, J., & Li, Y. Y. (2014). Detection of soil moisture content by transmissive ground penetrating radar. Transactions of the Chinese Society of Agricultural Engineering, 30(17), 125–131.

    CAS  Google Scholar 

  • Wu, Z. Y., Yin, S. X., & Ma, L. H. (2017). Research on the change of surface soil volume and moisture content in coal mining area based on ground penetrating radar. Journal of North China Institute of Science and Technology, 14(6), 17–23.

    Google Scholar 

  • Yamase, K., Tanikawa, T., Dannoura, M., Ohashi, M., Todo, C., Ikeno, H., Aono, K., & Hirano, Y. (2018). Ground-penetrating radar estimates of tree root diameter and distribution under field conditions. Trees-Structure and Function, 32(6), 1657–1668.

    Article  CAS  Google Scholar 

  • Yang, F., Du, C., Liang, Y. C., & Xu, X. J. (2014). Exploration of metal mining area based on ground-penetrating radar wave velocity tomography. Progress in Geophysics, 29(3), 1332–1336.

    Google Scholar 

  • Ye, B. Y., Bai, Z. K., Kong, D. K., & Yu, Y. N. (2008). Remote sensing survey of land destruction and land reclamation dynamic changes in Antaibao Open-Pit Coal Mine. Journal of University of Science and Technology Beijing, 30(9), 972–976.

    Google Scholar 

  • Yu, B., Che, S., & Cai, S. (2018). Constructing root-seepage-promoting garden plant community comprises e.g. determining the root thickness, root density, and root spatial morphology of common garden plants by ground penetrating radar: Chinese, CN108157111-A[P]. 2018–06–15

  • Yu, X. X., Ma, X. W., Di, L. X. T., Liu, H., Xu, Y. M., & Li, B. G. (2011). Experimental study of ground penetrating radar in soil thickness investigation. Journal of Soil Science, 48(4), 874–878.

    Google Scholar 

  • Yu, Y. J., Ren, S. S., Guo, L. K., & Bi, B. (2016). Study on soil water storage characteristics of two types of reconstructed coal mines. Soil and Water Conservation Research, 23(2), 44–48.

    Google Scholar 

  • Zenone, T., Morelli, G., Teobaldelli, M., Fischanger, F., Matteucci, M., Sordini, M., Armani, A., Ferre, C., Chiti, T., Seufert, G., et al. (2008). Preliminary use of ground-penetrating radar and electrical resistivity tomography to study tree roots in pine forests and poplar plantations. Functional Plant Biology, 35(10), 1047.

    Article  Google Scholar 

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Funding

This work was supported by the National Natural Science Foundation of China (U1810107, 41701607) and the Project for Basic Scientific Research of the Central Universities (2–9-2018–025 and 2–9-2019–307).

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Correspondence to Yingui Cao.

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Luo, G., Cao, Y., Xu, H. et al. Detection of soil physical properties of reclaimed land in open-pit mining area: feasibility of application of ground penetrating radar. Environ Monit Assess 193, 392 (2021). https://doi.org/10.1007/s10661-021-09153-4

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