Abstract
The surface subsidence caused by coal mining in the aeolian sand area of China northwest has seriously affected the soil pore structure and distribution of water and nutrients. In this study, three sample areas (one unexploited area RF, one edge subsidence area MF, and one dynamic subsidence area DF) were set at Dafanpu Coal Mine. The soil moisture content (SMC) and soil organic matter (SOM) content were measured at depths of 0–60 cm for each sampling point. The spatial variability of SMC and SOM in both vertical and horizontal dimensions was examined. Based on computed tomography (CT) technology, the true pore structure of typical soil samples at different depths was scanned, and three-dimensional reconstruction and analysis of soil pores were carried out using Amira Avizo software. The correlation between SMC, SOM content and soil pore parameters was presented, and the influence mechanism of soil pore change on water and nutrient variation in subsidence area was revealed. The results show that the SMC and SOM contents in the subsidence area at a depth of 0–60 cm are lower than those in the unexploited area. The mining-induced subsidence exacerbates the spatial heterogeneity of the horizontal distribution of SMC and SOM content. The variation coefficients of SMC and SOM content increase by 35.77% to 39.56% and 33.29% to 42.74%. The mining-induced subsidence increases the number and porosity of soil pores, particularly the number and porosity of macropores. The connectivity of soil pores in subsidence areas MF and DF is increased by 61.57% and 18.51%, respectively. The SMC and SOM content exhibit significant negative correlations with soil porosity and pore connectivity (P ≤ 0.05). The augmentation of soil porosity and pore connectivity in subsidence areas caused by coal mining are significant factors contributing to the variations in SMC and SOM content.
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References
Bongiorno G, Bunemann E, Oguejiofor C, Meier J, Gort G, Comans R, Mader P, Brussaard L (2019) Sensitivity of labile carbon fractions to tillage and organic matter management and their potential as comprehensive soil quality indicators across pedoclimatic conditions in Europe. Ecol Ind 99:38–50
Chung H, Kim S, Nam K (2021) Application of microbially induced calcite precipitation to prevent soil loss by rainfall: effect of particle size and organic matter content. J Soils Sediments 21(8):2744–2754
Du H, Wang S, Nie W, Song S (2021) Soil properties and bacterial community dynamics in a coal mining subsidence area: active versus passive revegetation. J Soil Sci Plant Nutr 21(3):2573–2585
Finn D, Kopittke P, Dalal R (2017) Microbial energy and matter transformation in agricultural soils. Soil Biol Biochem 111:176–192
Frouz J, Prach K, Pil V, Háněl L, Stary J, Tajovsky K (2008) Interactions between soil development, vegetation and soil fauna during spontaneous succession in post mining sites. Eur J Soil Biol 44(1):109–121
Fu W, Zhao K, Zhang C, Tunney H (2011) Using Moran’s I and geostatistics to identify spatial patterns of soil nutrients in two different long-term phosphorus-application plots. J Plant Nutr Soil Sci 174(5):785–798
Fu W, Zhao K, Jiang P, Ye Z, Tunney H, Zhang C (2013) Field-scale variability of soil test phosphorus and other nutrients in grasslands under long-term agricultural managements. Soil Research 51(6):503–512
Fungo B, Lehmann J, Neufeldt H (2017) Emissions intensity and carbon stocks of a tropical Ultisol after amendment with Tithonia green manure, urea and biochar. Field Crop Res 209:179–188
Gao Y, Liang A, Fan R, Guo Y, Zhang Y, Mclaughlin N, Chen X, Zheng H, Wu D (2022) Quantifying influence of tillage practices on soil aggregate microstructure using synchrotron-based micro-computed tomography. Soil Use Manag 38(1):850–860
Han W, Gong Y, Ren T, Horton R (2014) Accounting for time-variable soil porosity improves the accuracy of the gradient method for estimating soil carbon dioxide production. Soil Sci Soc Am J 78(4):1426–1433
Janssens M, Pohlan J, Mulindabigwa V, Sonwa D, Deng Z, Torrico JC (2015) Relative importance of soil organic matter, soil litter and litter fall in the tropics. Acta Hort 1076:85–96
**g Z, Wang J, Zhu Y, Feng Y (2018) Effects of land subsidence resulted from coal mining on soil nutrient distributions in a loess area of China. J Clean Prod 177:350–361
Kane Daniel A, Mark A, Bradford F, Emma OE (2021) Soil organic matter protects us maize yields and lowers crop insurance payouts under drought. Environ Res Lett. https://doi.org/10.1088/1748-9326/abe492
Katuwal S, Arthur E, Tuller M, Moldrup P, Wollesende Jonge L (2015) Quantification of soil pore network complexity with x-ray computed tomography and gas transport measurements soil physics & hydrology. Soil Sci Soc Am J 79(6):1577–1589. https://doi.org/10.2136/sssaj2015.06.0227
Knight M, Kotha S (2001) Measurement of geotextile-water characteristic curves using a controlled outflow capillary pressure cell. Geosynth Int 8(3):271–282
Li X, Wang S, He B, Chen Y (2019) Disturbance function for soil disturbed state strength based on X-ray computed tomography triaxial test. PLoS ONE 14(5):e0215961
Li J, Huang Y, Li W, Yu H, Ouyang S, Guo Y, Gao H, Shi Y, Zhu L (2022) The 3d reconstruction of a digital model for irregular gangue blocks and its application in PFC numerical simulation. Eng Comp 38(SUPPL 5):4617–4627
Liu R, Xu F, Yu W, Shi J, Zhang P, Shen Z (2016) Analysis of field-scale spatial correlations and variations of soil nutrients using geostatistics. Environ Monit Assess 188(2):503–512
Liu X, Bai Z, Zhou W, Cao Y, Zhang G (2017) Changes in soil properties in the soil profile after mining and reclamation in an opencast coal mine on the Loess Plateau, China. Ecol Eng 98:228–239
Liu S, Dai S, Zhang W, Li W, Liu Y, Ren Y, Li W (2022) Impacts of underground coal mining on phreatic water level variation in arid and semiarid mining areas: a case study from the Yushenfu Mining Area, China. Environm Earth Sci 81(9):269
Muller K et al (2019) Effect of long-term irrigation and tillage practices on X-ray CT and gas transport derived pore-network characteristics. Soil Research 57(6):657–669
Or D, Lehmann P, Shokri N (2013) Advances in soil evaporation physics-a review. Vadose Zone J. https://doi.org/10.2136/vzj2012.0163
Pires L, Brinatti A, Saab S, Cassaro F (2014) Porosity distribution by computed tomography and its importance to characterize soil clod samples. Appl Radiat Isot 92:37–45
Su B, Zhao G, Dong C, Chen X (2019) Scale characteristics and effects on spatial variability of soil available nutrients. Appl Eng Agric 35(2):221–230
Sun Q, Zhang J, Zhang Q, Zhao X (2017) Analysis and prevention of geo-environmental hazards with high-intensive coal mining: a case study in China’s western eco-environment frangible area. Energies 10(6):786
Sun Q, Zhang J, Zhou N, Qi W (2018) Roadway backfill coal mining to preserve surface water in western China. Mine Water Environ 37(2):366–375
Ussiri D, Lal R, Jacinthe P (2006) Soil properties and carbon sequestration of afforested pastures in reclaimed minesoils of Ohio. Soil Sci Soc Am J 70(5):1797–1806
Wang J, Qin Q, Wu K (2016) A concrete material with waste coal gangue and fly ash used for farmland drainage in high groundwater level areas. J Clean Prod 112:631–638
Wang J, Shi C, Ji S, Li G, Chen Y (2017) New water drive characteristic curves at ultra-high water cut stage. Pet Explor Dev 44(6):1010–1015
Wang X, Huang Z, Hong M, Zhao Y, Ou Y, Zhang J (2019) A comparison of the effects of natural vegetation regrowth with a plantation scheme on soil structure in a geological hazard-prone Region. Eur J Soil Sci 70(3):674–685. https://doi.org/10.1111/ejss.12781
Wu Z, Cui F, Nie J (2022) Surface soil water content before and after coal mining and its influencing factors-a case study of the daliuta coal mine in Shaanxi Province, China. Mine Water Environ 41(3):790–801
Wu Z, Cui F, Nie J (2023) Relationship between soil water content and vegetation distribution in a small area before and after coal seam mining: a case study of coal mining subsidence area in northwest China. Environ Earth Sci 82(4):105
Yang Z, Li W, Sang X (2022) Spatiotemporal variation and influencing factors of vegetation growth in mining areas: a case study in a colliery in northern China. Sustainability 14(15):9585
Yang X, Lei S, Wang W (2023) Effects of ground subsidence on vegetation chlorophyll content in semi-arid mining area: from leaf scale to canopy scale. Int J Environ Res Public Health 20(1):493
Yavuzcan H, Matthies D, Auernhammer H (2005) Vulnerability of Bavarian silt loam soil to compaction under heavy wheel traffic: impacts of tillage method and soil water content. Soil Tillage Res 84(2):200–215
Yuan Y, Zhao Z, Li X, Wang Y, Bai Z (2018) Characteristics of labile organic carbon fractions in reclaimed mine soils: evidence from three reclaimed forests in the **shuo opencast coal mine, China. Sci Total Environ 613:1196–1206
Zhang P (2023) Study on soil damage induced by fracture development in shallow coal seam mining in wind-sand area of loess [D]. China University of Mining and Technology (In Chinese)
Zhang M, Wang J, Li S (2019) Tempo-spatial changes and main anthropogenic influence factors of vegetation fractional coverage in a large-scale opencast coal mine area from 1992 to 2015. J Clean Prod 232:940–952
Zhang H, Liu W, Zhang H, Fan L, Ma S (2020) Spatial distribution of soil organic matter in a coal mining subsidence area. Acta Agric Scand B Soil Plant Sci 70(2):117–127
Zhang K, Yang K, Wu X, Bai L, Zhao J, Zheng X (2022) Effects of underground coal mining on soil spatial water content distribution and plant growth type in northwest China. ACS Omega 7(22):18688–18698
Zhang Y, Wang L, Zhang W, Zhang Z, Zhang M (2023) Quantification of root systems and soil macropore networks association to soil saturated hydraulic conductivity in forested wetland soils. Forests 14(1):132
Acknowledgements
This work was supported by the **njiang Key Research and Development Special Project (No. 2022B03028-3, 2023B03009-1), the Natural Science Foundation of Jiangsu Province (No. BK20210499), the National Natural Science Foundation of China (Nos. 52374245, 52104103 and 52174128),the Junge Banner Applied Technology Research and Development Project (2023YY-16) and the **njiang Central Guidance Local Fund Project.
Funding
The **njiang Key Research and Development Special Project (No. 2022B03028-3, 2023B03009-1), the Natural Science Foundation of Jiangsu Province (No. BK20210499), the National Natural Science Foundation of China (Nos. 52374245, 52104103 and 52174128),the Junge Banner Applied Technology Research and Development Project (2023YY-16) and the **njiang Central Guidance Local Fund Project.
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Yachao Guo: Writing original draft preparation. Yanli Huang: Validation, Visualization, Investigation. Junmeng Li: Writing Conceptualization, Methodology. Beiting Fan: Formal analysis. Shenyang Ouyang: Investigation. Yahui Liu: Data curation. Hao Wang and Yunpeng Li: Supervision.
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Guo, Y., Huang, Y., Li, J. et al. The influence mechanism of soil pore structure on spatial variability of soil water and nutrients in the mining-induced subsidence area of China northwest. Environ Earth Sci 83, 271 (2024). https://doi.org/10.1007/s12665-024-11553-x
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DOI: https://doi.org/10.1007/s12665-024-11553-x