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Landscape-scale temporal stability of soil water storage within profiles on the semiarid Loess Plateau of China

  • Soils, Sec 2 • Global Change, Environ Risk Assess, Sustainable Land Use • Research Article
  • Published:
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Abstract

Purpose

Knowledge of the temporal stability of soil water storage (SWS) at landscape scale is scarce. The recognition of landscape-scale temporal evolution of soil water profiles is critical for soil water management and vegetational restoration in semiarid watersheds.

Materials and methods

Soil moisture was measured with neutron probes to a depth of 3.0 m on 18 sampling dates at 135 locations along a landscape transect from August 2012 to October 2013. Temporal stability of SWS at a landscape scale and a point scale was examined using Spearman’s rank correlation analysis and indices of standard deviation of relative difference and mean absolute bias error, respectively.

Results and discussion

The mean spatial SWS in the shallow soil layer (0–1.0 m) was relatively more variable temporally than in the deeper soil layers (1.0–3.0 m), and the mean SWS in the deep soil layer (2.0–3.0 m) was more variable spatially. The mean Spearman’s rank correlation coefficient increased with increasing soil depth and decreased with increasing time lags between measurements for the deeper soil layers (1.0–3.0 m). The number of temporally stable locations and the accuracy of prediction for predicting the mean SWS increased with increasing soil depth. The temporal stability of the SWS patterns was controlled by soil texture, organic carbon content, bulk density, and saturated soil hydraulic conductivity. Aboveground biomass and site elevation (except for the 2.0–3.0-m layer), however, affected the temporal persistence of SWS relatively weakly.

Conclusions

This study provides useful information for estimating mean SWS at the landscape scale and may improve the management of soil water on the semiarid Loess Plateau of China.

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References

  • Biswas A, Si BC (2011a) Depth persistence of the spatial pattern of soil water storage in a hummocky landscape. Soil Sci Soc Am J 75:1099–1109

    Article  CAS  Google Scholar 

  • Biswas A, Si BC (2011b) Identifying scale specific controls of soil water storage in a hummocky landscape using wavelet coherency. Geoderma 165:50–59

    Article  Google Scholar 

  • Brocca L, Melone F, Moramarco T, Morbidelli R (2009) Soil moisture temporal stability over experimental areas in Central Italy. Geoderma 148:364–374

    Article  Google Scholar 

  • Brocca L, Tullo T, Melone F, Moramarco T, Morbdelli R (2012) Catchment scale soil moisture spatial–temporal variability. J Hydrol 422:63–75

    Article  Google Scholar 

  • Cantón Y, Solé-Benet A, Domingo F (2004) Temporal and spatial patterns of soil moisture in semiarid badlands of SE Spain. J Hydrol 285:199–214

    Article  Google Scholar 

  • Cheng XR, Huang MB, Si BC, Yu MK, Shao MA (2013) The differences of water balance components of Caragana korshinkii grown in homogeneous and layered soils in the desert-Loess Plateau transition zone. J Arid Environ 98:10–19

    Article  Google Scholar 

  • Choi M, Jacobs JM (2007) Soil moisture variability of root zone profiles within SMEX02 remote sensing footprints. Adv Water Resour 30:883–896

    Article  Google Scholar 

  • Cosh MH, Jackson TJ, Moran S, Bindlish R (2008) Temporal persistence and stability of surface soil moisture in a semi-arid watershed. Remote Sens Environ 112:304–313

    Article  Google Scholar 

  • da Silva AP, Nadler A, Kay BD (2001) Factors contributing to temporal stability in spatial patterns of water content in the tillage zone. Soil Tillage Res 58:207–218

    Article  Google Scholar 

  • Dumedah G, Coulibaly P (2011) Evaluation of statistical methods for infilling missing values in high-resolution soil moisture data. J Hydrol 400:95–102

    Article  Google Scholar 

  • Famiglietti JS, Rudnicki JW, Rodell M (1998) Variability in surface moisture content along a hillslope transect: rattlesnake hill, Texas. J Hydrol 210:259–281

    Article  Google Scholar 

  • Feddes RA, Kowalik PJ, Zaradny H (1978) Simulation of field water use and crop yield. Halsted, New York

    Google Scholar 

  • Gao L, Shao MA (2012a) Temporal stability of shallow soil water content for three adjacent transects on a hillslope. Agric Water Manag 110:41–54

    Article  Google Scholar 

  • Gao L, Shao MA (2012b) Temporal stability of soil water storage in diverse soil layers. Catena 95:24–32

    Article  Google Scholar 

  • Gao XD, Wu PT, Zhao XN, Shi YG, Wang JW (2011) Estimating spatial mean soil water contents of sloping jujube orchards using temporal stability. Agric Water Manag 102:66–73

    Article  Google Scholar 

  • Gómez-Plaza A, Alvarez-Rogel J, Albaladejo J, Castillo VM (2000) Spatial patterns and temporal stability of soil moisture across a range of scales in a semi-arid environment. Hydrol Process 14:1261–1277

    Article  Google Scholar 

  • Gómez-Plaza A, Martínez-Mena M, Albaladejo J, Castillo VM (2001) Factors regulating spatial distribution of soil water content in small semiarid catchments. J Hydrol 253:211–226

    Article  Google Scholar 

  • Grayson RB, Blöschl G, Western AW, McMahon TA (2002) Advances in the use of observed spatial patterns of catchment hydrological response. Adv Water Resour 25:1313–1334

    Article  Google Scholar 

  • Grayson RB, Western AW (1998) Towards areal estimation of soil water content from point measurements: time and space stability of mean response. J Hydrol 207:68–82

    Article  CAS  Google Scholar 

  • Guber AK, Gish TJ, Pachepsky YA, van Genuchten MT, Daughtry CST, Nicholson TJ, Cady RE (2008) Temporal stability in soil water content patterns across agricultural fields. Catena 73:125–133

    Article  Google Scholar 

  • Heathman GC, Cosh MH, Merwade V, Han E (2012) Multi-scale temporal stability analysis of surface and subsurface soil moisture within the Upper Cedar Creek Watershed, Indiana. Catena 95:91–103

    Article  Google Scholar 

  • Heathman GC, Larose M, Cosh MH, Bindlish R (2009) Surface and profile soil moisture spatio-temporal analysis during an excessive rainfall period in the Southern Great Plains, USA. Catena 78:159–169

    Article  Google Scholar 

  • Hu W, Biswas A, Si BC (2014) Application of multivariate empirical mode decomposition for revealing scale-and season-specific time stability of soil water storage. Catena 113:377–385

    Article  Google Scholar 

  • Hu W, Shao MA, Reichardt K (2010a) Using a new criterion to identify sites for mean soil water storage evaluation. Soil Sci Soc Am J 74:762–773

    Article  CAS  Google Scholar 

  • Hu W, Shao MA, Wang QJ, Reichardt K, Tan J (2010b) Watershed scale temporal stability of soil water content. Geoderma 158:181–198

    Article  Google Scholar 

  • Hu W, Si BC (2014) Can measurements of a certain depth be used to upscale soil water content of a soil profile at point or slope scale? J Hydrol 516:67–75

    Article  Google Scholar 

  • Hu W, Tallon LK, Si BC (2012) Evaluation of time stability indices for soil water storage upscaling. J Hydrol 475:2229–2241

    Article  Google Scholar 

  • Hupet F, Vanclooster M (2002) Intraseasonal dynamics of soil moisture variability within a small agricultural maize cropped field. J Hydrol 261:86–101

    Article  Google Scholar 

  • Jacobs JM, Mohanty BP, Hsu EC, Miller D (2004) SME02: field scale variability, time stability and similarity of soil moisture. Remote Sens Environ 92:436–446

    Article  Google Scholar 

  • Jia XX, Shao MA, Wei XR, Horton R, Li XZ (2011) Estimating total not primary productivity of managed grasslands by a state-space modeling approach in a small catchment on the Loess Plateau, China. Geoderma 160:281–291

    Article  CAS  Google Scholar 

  • Jia XX, Shao MA, Wei XR, Wang YQ (2013a) Hillslope scale temporal stability of soil water storage in diverse soil layers. J Hydrol 498:254–264

    Article  Google Scholar 

  • Jia YH, Shao MA (2013) Temporal stability of soil water storage under four types of revegetation on the northern Loess Plateau of China. Agric Water Manag 117:33–42

    Article  Google Scholar 

  • Jia YH, Shao MA, Jia XX (2013b) Spatial pattern of soil moisture and its temporal stability within profiles on a loessial slope in northwestern China. J Hydrol 495:150–161

    Article  Google Scholar 

  • Kachanoski RG, de Jong E (1988) Scale dependence and the temporal stability of spatial patterns of soil water storage. Water Resour Res 24:85–91

    Article  Google Scholar 

  • Klute A, Dirksen C (1986) Hydraulic conductivity of saturated soils. In: Klute A (ed) Methods of Soil Analysis. ASA and SSSA, Madison, pp 694–700

    Google Scholar 

  • Lin H (2006) Temporal stability of soil moisture spatial pattern and subsurface preferential flow pathways in the shale hills catchment. Vadose Zone J 5:317–340

    Article  Google Scholar 

  • Martínez-Fernández J, Ceballos A (2003) Temporal stability of soil moisture in a large-field experiment in Spain. Soil Sci Soc Am J 67:1647–1656

    Article  Google Scholar 

  • Maule CP, Chanasyk DS, Muehlenbachs K (1994) Isotopic determination of snow-water contribution to snow water and groundwater. J Hydrol 155:73–91

    Article  Google Scholar 

  • Mohanty BP, Skaggs TH (2001) Spatio-temporal evolution and time-stable characteristics of soil moisture within remote sensing footprints with varying soil, slope, and vegetation. Adv Water Resour 24:1051–1067

    Article  Google Scholar 

  • Morris M (2006) Soil moisture monitoring: low cost tools and methods. Publication number IP277. Available online at http://attra.ncat.org/attra-pub/soil_moisture.html (verified 13 Apr. 2011). ATTRA-National Sustainable Agriculture Information Service, Butte, MT

  • Nelson DW, Sommers LE (1982) Total carbon, organic carbon and organic matter. In: Page AL, Miller RH, Keeney DR (eds) Methods of Soil Analysis. Part 2. Agronomy Monograph, second ed. ASA and SSSA, Madison, pp 534–580

    Google Scholar 

  • Pachepsky YA, Guber A, Jacques D (2005) Temporal persistence in vertical distribution of soil moisture contents. Soil Sci Soc Am J 69:347–352

    Article  CAS  Google Scholar 

  • Penna D, Brocca L, Borga M, Dalla Fontana G (2013) Soil moisture temporal stability at different depths on two alpine hillslopes during wet and dry periods. J Hydrol 477:55–71

    Article  Google Scholar 

  • Schneider K, Huisman JA, Breuer L, Zhao Y, Frede HG (2008) Temporal stability of soil moisture in various semi-arid steppe ecosystems and its application in remote sensing. J Hydrol 359:16–29

    Article  Google Scholar 

  • She DL, Liu DD, Liu YY, Liu Y, Xu CL, Qu X, Chen F (2014) Profile characteristics of temporal stability of soil water storage in two land uses. Arab J Geosci 7:21–34

    Article  Google Scholar 

  • Starks PJ, Heathman GC, Jackson TJ, Cosh MH (2006) Temporal stability of soil moisture profile. J Hydrol 324:400–411

    Article  Google Scholar 

  • Vachaud G, Passerat de Silans A, Balabanis P, Vauclin M (1985) Temporal stability of spatially measured soil water probability density function. Soil Sci Soc Am J 49:822–828

    Article  Google Scholar 

  • Vanderlinden K, Vereecken H, Hardelauf H, Herbst M, Martínez G, Cosh MH, Pachepsky YA (2012) Temporal stability of soil water contents: a review of data and analyses. Vadose Zone J 11(4):1–19

    Article  Google Scholar 

  • Vivoni ER, Gebremichael M, Watts CJ, Bindlish R, Jackson TJ (2008) Comparison of ground-based and remotely-sensed surface soil moisture estimates over complex terrain during SMEX04. Remote Sens Environ 112:314–325

    Article  Google Scholar 

  • Wang XP, Pan YX, Zhang YF, Dou DQ, Hu R, Zhang H (2013) Temporal stability analysis of surface and subsurface soil moisture for a transect in artificial revegetation desert area, China. J Hydrol 507:100–109

    Article  Google Scholar 

  • Zhang PP, Shao MA (2013) Temporal stability of surface soil moisture in a desert area of northwestern China. J Hydrol 505:91–101

    Article  Google Scholar 

  • Zhao Y, Peth S, Wang XY, Lin H, Horn R (2010) Controls of surface soil moisture spatial patterns and their temporal stability in a semi-arid steppe. Hydrol Process 24:2507–2519

    Article  Google Scholar 

  • Zhou X, Lin H, Zhu Q (2007) Temporal stability of soil moisture spatial variability at two scales and its implication for optimal field monitoring. Hydrol Earth Syst Sci Discuss 4:1185–1214

    Article  Google Scholar 

Download references

Acknowledgments

This study was financially supported by the National Natural Science Foundation of China (No. 51179180 and 41390463). Dr. Zhao CL is acknowledged for his zealous help in the field data collection.

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Correspondence to Mingan Shao.

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Responsible editor: Fanghua Hao

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Li, X., Shao, M., Jia, X. et al. Landscape-scale temporal stability of soil water storage within profiles on the semiarid Loess Plateau of China. J Soils Sediments 15, 949–961 (2015). https://doi.org/10.1007/s11368-015-1059-9

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  • DOI: https://doi.org/10.1007/s11368-015-1059-9

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