Abstract
Purpose
In the dry-hot valley region of Southwest China, cropland soil macropore properties and hydraulic conductivity may exhibit complex temporal variations due to the combined effects of dramatic seasonal dry‒wet cycles, tillage-related disturbances and crop growth. This study aims to clarify the integrated mechanisms governing the variation in soil macropore properties and hydraulic conductivity.
Materials and methods
Three treatments were applied to cropland plots, namely, continuous fallow (CF), fallow after tillage (TF), and corn sown after tillage (TC), to quantify the effect of dry‒wet cycles, tillage-related disturbances, and crop growth, respectively, on soil macropore properties and hydraulic conductivity. X-ray computed tomography (CT) analysis (a total of 48 samples) and MiniDisk Infiltrator (MDI) experiments (a total of 162) were performed during three periods: the beginning of the wet season (May), mid-wet season (August), and the beginning of the dry season (October).
Results and discussion
The temporal variation in soil indexes for the continuous fallow treatment was statistically insignificant. Tillage in the early rainy season sharply increased soil macroporosity (1.96 times higher) and hydraulic conductivity (4.88 times higher) compared with the continuous fallow treatment. Nevertheless, both parameters then decreased in the fallow after tillage treatment and finally approached the values for the continuous fallow treatment in August. On the other hand, the corn sown after tillage treatment significantly enhanced soil macroporosity and hydraulic conductivity during the experimental period. Soil macropore parameters, such as hydraulic radius, global connectivity, and macroporosity, could explain the variance in hydraulic conductivity. Among these, macroporosity was identified as the most reliable predictor, with a determination coefficient (R2) of 0.66.
Conclusions
The results of this study clarified the temporal dynamics of soil macropore properties and hydraulic conductivity in the dry-hot valley region. We found that dry‒wet cycling alone had little impact on cropland soil macropore characteristics and hydraulic conductivity, but it gradually reduced soil infiltration capacity after tillage-related disturbances. However, corn growth optimized soil macropore properties and enhanced hydraulic conductivity. Based on these results, we established a linear equation based on macroporosity and hydraulic radius to predict local soil hydraulic conductivity (R2 = 0.81).
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Availability of data and material
All of the data and materials used in the study are available on request from the corresponding author.
References
Angulo-Jaramillo R, Vandervaere JP, Roulier S, Thony JL, Gaudet JP, Vauclin M (2000) Field measurement of soil surface hydraulic properties by disc and ring infiltrometers: a review and recent developments. Soil Tillage Res 55:1–29. https://doi.org/10.1016/S0167-1987(00)00098-2
An R, Kong L, Zhang X, Li C (2022) Effects of dry-wet cycles on three-dimensional pore structure and permeability characteristics of granite residual soil using X-ray micro computed tomography. J Rock Mech Geotech Eng 14:851–860. https://doi.org/10.1016/j.jrmge.2021.10.004
Basche A, DeLonge M (2017) The impact of continuous living cover on soil hydrologic properties: a meta-analysis. Soil Sci Soc Am J 81:1179–1190. https://doi.org/10.2136/sssaj2017.03.0077
Bertol I, Ramos RR, Barbosa FT, González AP, Ramos JC, Bandeira DH (2013) Water erosion in no-tillage monoculture and intercropped systems along contour lines. Rev Bras Cienc Solo 37:521–528. https://doi.org/10.1590/S0100-06832013000200023
Budhathoki S, Lamba J, Srivastava P, Williams C, Arriaga F, Karthikeyan KG (2022) Impact of land use and tillage practice on soil macropore characteristics inferred from X-ray computed tomography. Catena 210:105886. https://doi.org/10.1016/j.catena.2021.105886
Cássaro FAM, Durand ANP, Gimenez D, Vaz CMP (2017) Pore size distributions of soils derived using a geometrical approach and multiple resolution micro CT images. Soil Sci Soc Am J 81:468–476. https://doi.org/10.2136/sssaj2016.09.0291
Cameira MR, Fernando RM, Pereira LS (2003) Soil macropore dynamics affected by tillage and irrigation for a silty loam alluvial soil in southern Portugal. Soil Tillage Res 70:131–140. https://doi.org/10.1016/S0167-1987(02)00154-X
Chen AQ, Zhang D, Wei YL, Liu GC (2011) Impacts of soil structure on infiltration capacity on gully head in the Yuanmou dryhot valley. J Soil Water Conserv 25:47–52. https://doi.org/10.13870/j.cnki.stbcxb.2011.01.037. (In Chinese)
Chen LD, Wang J, Fu BJ (2001) Strategy on sustainable development of eco-fragile area of Xerothermic valley in Southwest China. Chin Soft Sci 6:95–99. (In Chinese)
Coquet Y, Coutadeur C, Labat C, Vachier P, Van Genuchten MTh, Roger-Estrade J, Simünek J (2005) Water and solute transport in a cultivated silt loam soil: 1. Field observations. Vadose Zone J 4:573–586. https://doi.org/10.2136/vzj2004.0152
Dai JD, Zhang ZH, Zhang JH, Jia LZ, Wang Y, Xu HC (2021) Effect of tillage erosion on characteristics of hydraulic erosion in the dry-hot valley region. J Soil Water Conserv 35:116–124+131. https://doi.org/10.13870/j.cnki.stbcxb.2021.01.017. (In Chinese)
Decagon (2007) Minidisk Infiltrometer User’s manual. Decagon Devices Inc., Pullman
Duan XW, Liu B, Gu Z, Rong LJ, Feng DT (2016) Quantifying soil erosion effects on soil productivity in the dry-hot valley, southwestern China. Environ Earth Sci 75:1164. https://doi.org/10.1007/s12665-016-5986-6
Fu TG, Chen HS, Zhang W, Nie YP, Wang KL (2015) Vertical distribution of soil saturated hydraulic conductivity and its influencing factors in a small karst catchment in Southwest China. Environ Monit Assess 187:1–13. https://doi.org/10.1007/s10661-015-4320-1
Fuentes JP, Flury M, Bezdicek DF (2004) Hydraulic properties in a silt loam soil under natural prairie, conventional till, and no-till. Soil Sci Soc Am J 68:1679–1688. https://doi.org/10.2136/sssaj2004.1679
Gabrie JL, García-González I, Quemada M, Martin-Lammerding D, Alonso-Ayuso M, Hontoria C (2021) Cover crops reduce soil resistance to penetration by preserving soil surface water content. Geoderma 386:114911. https://doi.org/10.1016/j.geoderma.2020.114911
Galdos MV, Pires LF, Cooper HV, Calonego JC, Rosolem CA, Mooney SJ (2019) Assessing the long-term effects of zero-tillage on the macroporosity of Brazilian soils using X-ray Computed Tomography. Geoderma 337:1126–1135. https://doi.org/10.1016/j.geoderma.2018.11.031
Guo XM, Guo N, Liu L (2023) Effects of wetting-drying cycles on the CT-measured macropore characteristics under farmland in Northern China. Eurasian Soil Sc 56:747–755. https://doi.org/10.1134/S106422932370016
Hermawan B, Cameron KC (1993) Structural changes in a silt loam under long-term conventional or minimum tillage. Soil Tillage Res 26:139–150. https://doi.org/10.1016/0167-1987(93)90040-VGet
He MY, Zhong RH, Guo QK, Duan XW, Shan ZJ (2023) A meta-analysis on soil erosion in the dry-hot valleys based on runoff-plot data. J Soil Water Conserv 37:291–297+304. https://doi.org/10.13870/j.cnki.stbcxb.2023.05.035. (In Chinese)
He TX, Chen B, Chen CS (2019) Assessment of the ecological adaptability of different maize varieties to the areas along Anlin River. Barley and Cereal Sciences 36:31–35. https://doi.org/10.14069/j.cnki.32-1769/s.2019.01.009. (In Chinese)
Hobson D, Harty M, Tracy SR, McDonnell K (2022) The effect of tillage depth and traffic management on soil properties and root development during two growth stages of winter wheat (Triticum aestivum L.). Soil 8:391–408. https://doi.org/10.5194/soil-8-391-2022
Hu X, Li Z, Li X, Wang P, Zhao Y, Liu L, LÜ Y (2018) Soil macropore structure characterized by X-ray computed tomography under different land uses in the Qinghai Lake watershed, Qinghai-Tibet Plateau. Pedosphere 28:478–487. https://doi.org/10.1016/S1002-0160(17)60334-5
Huang J, Di BF, Bian JH (2014) Analysis on the spatial distribution characteristics and Human driving forces of mountain hazards in Liangshan prefecture. Res Soil Water Conserv 21:278–283. (In Chinese)
Hwang HT, Jeen SW, Suleiman AA, Lee KK (2017) Comparison of saturated hydraulic conductivity estimated by three different methods. Water (Switzerland) 9:942–959. https://doi.org/10.3390/w9120942
Iassonov P, Gebrenegus T, Tuller M (2009) Segmentation of X-ray computed tomography images of porous materials: a crucial step for characterization and quantitative analysis of pore structures. Water Resour Res 45:1–12. https://doi.org/10.1029/2009WR008087
Jiang XJ, Liu W, Chen C, Liu J, Yuan ZQ, Jin B, Yu X (2018) Effects of three morphometric features of roots on soil water flow behavior in three sites in China. Geoderma 320:161–171. https://doi.org/10.1016/j.geoderma.2018.01.035
Jirků V, Kodešová R, Nikodem A, Mühlhanselová M, Žigová A (2013) Temporal variability of structure and hydraulic properties of topsoil of three soil types. Geoderma 204–205:43–58. https://doi.org/10.1016/j.geoderma.2013.03.024
Katuwal S, Norgaard T, Moldrup P, Lamandé M, Wildenschild D, de Jonge LW (2015) Linking air and water transport in in-tact soils to macropore characteristics inferred from X-ray computed tomography. Geoderma 237–238:9–20. https://doi.org/10.1016/j.geoderma.2014.08.006
Kim HM, Anderson SH, Motavalli PP, Gantzer CJ (2010) Compaction effects on soil macropore geometry and related parameters for an arable field. Geoderma 160:244–251. https://doi.org/10.1016/j.geoderma.2010.09.030
Kumar S, Anderson SH, Udawatta RP, Gantzer CJ (2010) CT-measured macropores as affected by agroforestry and grass buffers for grazed pasture systems. Agroforest Syst 79:59–65. https://doi.org/10.1007/s10457-009-9264-4
Kumar M, Sihag P (2019) Assessment of infiltration rate of soil using empirical and machine learning-based models. Irrig Drain 68:588–601. https://doi.org/10.1002/ird.2332
Kuncoro PH, Koga K, Satta N, Muto Y (2014) A study on the effect of compaction on transport properties of soil gas and water I: relative gas diffusivity, air permeability, and saturated hydraulic conductivity. Soil Tillage Res 143:172–179. https://doi.org/10.1016/j.still.2014.02.006
Larsbo M, Koestel J, Jarvis N (2014) Relations between macropore network characteristics and the degree of preferential solute transport. Hydrol Earth Syst Sci 18:5255–5269. https://doi.org/10.5194/hess-18-5255-2014
Leuther F, Schlüter S, Wallach R, Vogel HJ (2019) Structure and hydraulic properties in soils under long-term irrigation with treated wastewater. Geoderma 333:90–98. https://doi.org/10.1016/j.geoderma.2018.07.015
Liang L, Xiong J, Liu X (2015) An investigation of the fractal characteristics of the Upper Ordovician Wufeng Formation shale using nitrogen adsorption analysis. J Nat Gas Sci Eng 27:402–409. https://doi.org/10.1016/j.jngse.2015.07.023
Liu JY, Liu Z, Zheng C, Zhu BB, Su XM (2022) Quantifying the effects of the plant canopy, plant roots, and biological soil crust on soil detachment by overland flow. J Soil Sediment 22:457–469. https://doi.org/10.1007/s11368-021-03089-5
Logsdon SD, Jordahl JL, Karlen DL (1993) Tillage and crop effects on ponded and tension infiltration rates. Soil Tillage Res 28:179–189. https://doi.org/10.1016/0167-1987(93)90025
Ma HC, McConchie JA (2001) The dry-hot valleys and forestation in southwest China. J For Res 12:35–39. https://doi.org/10.1007/BF02856797
Matula S, Miháliková M, Lufinková J, Báťková K (2015) The role of the initial soil water content in the determination of unsaturated soil hydraulic conductivity using a tension infiltrometer. Plant Soil Environ 61:515–521. https://doi.org/10.17221/527/2015-PSE
Mohseni A, Mohseni N, Karimi A, Egli M (2023) Interactions of soil quality, ages of alluvial fans, and mechanisms controlling total soil organic carbon dynamics. Catena 232:107413. https://doi.org/10.1016/j.catena.2023.107413
Moussa M, Hallaire V, Michot D, Hachicha M (2020) Micro- and macrostructure changes of soil under irrigation with electromagnetically treated water. Soil Tillage Res 203:104690. https://doi.org/10.1016/j.still.2020.104690
Mozaffari H, Moosavi AA, Sepaskhah AR (2021) Land use-dependent variation of near-saturated and saturated hydraulic properties in calcareous soils. Environ Earth Sci 80:769. https://doi.org/10.1007/s12665-021-10078-x
Müller K, Katuwa S, Young I, McLeod M, Moldrup P, DeJonge LW, Clothier B (2008) Characterising and linking X-ray CT derived macroporosity parameters to infiltration in soils with contrasting structures. Geoderma 313:82–91. https://doi.org/10.1016/j.geoderma.2017.10.020
Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models part I - a discussion of principles. J Hydrol 10:282–290. https://doi.org/10.1016/0022-1694(70)90255-6
Naik AP, Pekkat S (2023) An appraisal on the soil wetting water retention characteristic curve determined from mini disk infiltrometer and sensor measurements. Acta Geophys 71:961–982. https://doi.org/10.1007/s11600-022-00932-2
Ntshuxeko VE, Ruwan ZA (2020) Physical properties of soil in Pine elliottii and Eucalyptus cloeziana plantations in the Vhembe biosphere, Limpopo Province of South Africa. J Res 31:625–635. https://doi.org/10.1007/s11676-018-0830-3
Palm C, Blanco-Canqui H, DeClerck F, Gatere L, Grace P (2014) Conservation agriculture and ecosystem services: an overview. Agric Ecosyst Environ 187:87–105. https://doi.org/10.1016/j.agee.2013.10.010
Pierret A, Doussan C, Capowiez Y, Bastardie F, Pagès L (2007) Root functional architecture: A framework for modeling the interplay between roots and soil. Vadose Zone J 6:269–281. https://doi.org/10.2136/vzj2006.0067
Pires LF, Auler AC, Roque WL, Mooney SJ (2020) X-ray microtomography analysis of soil pore structure dynamics under wetting and drying cycles. Geoderma 362:114103. https://doi.org/10.1016/j.geoderma.2019.114103
Pires LF, Borges JAR, Rosa JA, Cooper M, Heck RJ, Passoni S, Roque WL (2017) Soil structure changes induced by tillage systems. Soil Tillage Res 165:66–79. https://doi.org/10.1016/j.still.2016.07.010
Pires LF, Roque WL, Rosa JA, Mooney SJ (2019) 3D analysis of the soil porous architecture under long term contrasting management systems by X-ray computed tomography. Soil Tillage Res 191:197–206. https://doi.org/10.1016/j.still.2019.02.018
Pohlitz J, Riicknagel J, Schlüter S, Vogel H, Christen O (2019) Computed tomography as an extension of classical methods in the analysis of soil compaction, exemplified on samples from two tillage treatments and at two moisture tensions. Geoderma 346:52–62. https://doi.org/10.1016/j.geoderma.2019.03.023
Pot V, Zhong X, Baveye PC (2020) Effect of resolution, reconstruction settings, and segmentation methods on the numerical calculation of saturated soil hydraulic conductivity from 3D computed tomography images. Geoderma 362:114089. https://doi.org/10.1016/j.geoderma.2019.114089
Price K, Jackson CR, Parker AJ (2010) Variation of surficial soil hydraulic properties across land uses in the southern Blue Ridge Mountains, North Carolina, USA. J Hydrol 383:256–268. https://doi.org/10.1016/j.jhydrol.2009.12.041
Prosdocimi M, Cerdà A, Tarolli P (2016) Soil water erosion on Mediterranean vineyards: a review. Catena 141:1–21. https://doi.org/10.1016/j.catena.2016.02.010
Qian Y, Yang X, Zhang Z, Li X, Zheng J, Peng X (2024) Estimating the permeability of soils under different tillage practices and cropping systems: roles of the three percolating pore radii derived from X-ray CT. Soil Tillage Res 235:105903. https://doi.org/10.1016/j.still.2023.105903
Ramos JC, Bertol I, Barbosa FT, Marioti J, Werner RS (2014) Influence of the surface conditions and soil cultivation on water erosion in an inceptisol. Rev Bras Cienc Solo 38:1587–1600. https://doi.org/10.1590/S0100-06832014000500024
Rodrigo Comino J, Brings C, Lassu T, Iserloh T, Senciales J, Martínez Murillo J, Ruiz Sinoga J, Seeger M, Ries J (2015) Rainfall and human activity impacts on soil losses and rill erosion in vineyards (Ruwer Valley, Germany). Solid Earth 6:823–837. https://doi.org/10.5194/se-6-823-2015
Schlüter S, Großmann C, Diel J, Wu GM, Tischer S, Deubel A, Rücknagel J (2018) Long-term effects of conventional and reduced tillage on soil structure, soil ecological and soil hydraulic properties. Geoderma 332:10–19. https://doi.org/10.1016/j.geoderma.2018.07.001
Taina IA, Heck RJ, Elliot TR (2008) Application of X-ray computed tomography to soil science: a literature review. Can J Soil Sci 88:1–20. https://doi.org/10.4141/CJSS06027
Talukder R, Plaza Bonilla D, Cantero Martíne C, Prima SD, Lampurlanés J (2022) Spatio temporal variation of surface soil hydraulic properties under different tillage and maize based crop sequences in a Mediterranean area. Plant Soil. https://doi.org/10.1007/s11104-022-05758-x
Taylor KE (2001) Summarizing multiple aspects of model performance in a single diagram. J Geophys Res Atmos 106(D7):7183. https://doi.org/10.1029/2000id900719
Udawatta RP, Anderson SH, Gantzer CJ, Garrett HE (2008) Influence of prairie restoration on CT-measured soil pore characteristics. J Environ Qual 37:219–228. https://doi.org/10.2134/jeq2007.0227
Wang HK, Qian H, Gao YY (2021) Characterization of macropore structure of remolded loess and analysis of hydraulic conductivity anisotropy using X-ray computed tomography technology. Environ Earth Sci 80:197. https://doi.org/10.1007/s12665-021-09405-z
Wang Y, Fan JB, Cao LX, Liang Y (2016) Infiltration and runoff generation under various cropping patterns in the red soil region of China. Land Degrad Dev 27:83–91. https://doi.org/10.1002/ldr.2460
Wen T, Chen XS, Shao T (2022) Effect of multiple wetting and drying cycles on the macropore structure of granite residual soil. J Hydrol 614:128583. https://doi.org/10.1016/j.jhydrol.2022.128583
Wilson GV, Zhang T, Wells RR, Liu B (2020) Consolidation effects on relationships among soil erosion properties and soil physical quality indicators. Soil Tillage Res 198:104550. https://doi.org/10.1016/j.still.2019.104550
Xiao B, Sun F, Hu K, Kidron GJ (2019) Biocrusts reduce surface soil infiltrability and impede soil water infiltration under tension and ponding conditions in dryland ecosystem. J Hydrol 568:792–802. https://doi.org/10.1016/j.jhydrol.2018.11.051
Xiong DH, Yan D, Long Y, Lu X, Han J, Han X, Shi L (2010) Simulation of morphological development of soil cracks in Yuanmou dry-hot valley region, southwest China. Chin Geogr Sci 20:112–122. https://doi.org/10.1007/s11769-010-0112-2
Xu HC, Jia LZ, Zhang JH, Zhang ZH, Wei YH (2019) Combined effects of tillage direction and slope gradient on soil translocation by hoeing. Catena 175:421–429. https://doi.org/10.1016/j.catena.2018.12.039
Yu X, Fu Y, Lu S (2017) Characterization of the pore structure and cementing substances of soil aggregates by a combination of synchrotron radiation X-ray micro-computed tomography and scanning electron microscopy. Eur J Soil Sci 68:66–79. https://doi.org/10.1111/ejss.12399
Zhang J, Sun Q, Wen N, Horton R, Liu G (2022) Quantifying preferential flows on two farmlands in the North China plain using dual infiltration and dye tracer methods. Geoderma 428:116–205. https://doi.org/10.1016/j.geoderma.2022.116205
Zhang L, Wang J (2023) Prediction of the soil saturated hydraulic conductivity in a mining area based on CT scanning technology. J Cleaner Prod 383:135364. https://doi.org/10.1016/j.jclepro.2022.135364
Zhang RD (1997) Determination of soil sorptivity and hydraulic conductivity from the disk infiltrometer. Soil Sci Soc Am J 61:1024–1030. https://doi.org/10.2136/sssaj1997.03615995006100040005x
Zhang ZB, Liu K, Zhou H, Lin H, Li D, Peng XH (2019) Linking saturated hydraulic conductivity and air permeability to the characteristics of biopores derived from X-ray computed tomography. J Hydrol 571:1–10. https://doi.org/10.1016/j.jhydrol.2019.01.041
Zhao Y, Hu X, Li X (2020) Analysis of the intra-aggregate pore structures in three soil types using X-ray computed tomography. Catena 193:104622. https://doi.org/10.1016/j.catena.2020.104622
Zhao SW, Zhao YG, Wu JS (2010) Quantitative analysis of soil pores under natural vegetation successions on the Loess Plateau. Sci China Earth Sci 53:617–625. https://doi.org/10.1007/s11430-010-0029-8
Acknowledgements
The authors would like to thank Yuan Xie and Jilun Yang for their assistance with the field experiments and Zhongbin Zhang for his help with image analysis. We also thank American Journal Experts (AJE) for English language editing.
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This research was funded by the National Key Research and Development Program of China, grant number 2021YFB2600105, and the National Natural Science Foundation of China, grant number 41807077.
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Investigation: Yi Wang and Longxi Cao; analysis work: Yongkang Li, Xiongsong Qin, and Dongdong Hou; writing original: Yi Wang; writing—editing: Longxi Cao; supervision: Yi Wang and Longxi Cao.
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Wang, Y., Li, Y., Cao, L. et al. Temporal variation in soil macropore properties and hydraulic conductivity in croplands in the dry-hot valley region of Southwest China. J Soils Sediments (2024). https://doi.org/10.1007/s11368-024-03742-9
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DOI: https://doi.org/10.1007/s11368-024-03742-9