Abstract
Purpose
Information on root-zone soil water content (SWC) is essential for vegetation restoration, irrigation scheduling, and hydrological modeling. However, measurements of SWC within a variety of land uses may be time-consuming and labor-costing. This study tested whether SWC at a depth of a land use can be used to predict profile SWC of other land uses in terms of temporal stability analysis at a karst depression area in southwest China.
Materials and methods
A total of 30 datasets of root-zone SWC from 0.1- to 0.5-m depths were collected by time domain reflectometry probes for three typical land uses from March 12 to November 8, 2015.
Results and discussion
Results showed that the profile mean SWC and its associated standard deviation (SDP) and coefficient of variation (CVP) differed significantly (P < 0.05) among the grassland, farmland, and forestland. The profile SWC was more temporally stable according to the apparently lower CVT in comparison with CVP. The similarities of the vertical patterns of SWC were strong for the same land uses, while were relatively weak between the different land uses. The SWC measurements of the most temporally stable depth can be used to accurately predict profile SWC for both the same land use and other land uses.
Conclusions
This study further expands the application of the temporal stability analysis and can aid water resource management in areas with diverse land uses.
Similar content being viewed by others
References
Biswas A, Si BC (2011) Depth persistence of the spatial pattern of soil water storage in a hummocky landscape. Soil Sci Soc Am J 75:1099–1109
Bono A, Alvarez R (2012) Use of surface soil moisture to estimate profile water storage by polynomial regression and artificial neural networks. Agron J 104:934–938
Brocca L, Melone F, Moramarco T, Morbidelli R (2009) Soil moisture temporal stability over experimental areas in Central Italy. Geoderma 148:364–374
Chen HS, Zhang W, Wang KL, Fu W (2010) Soil moisture dynamics under different land uses on karst hillslope in northwest Guangxi, China. Environ Earth Sci 61:1105–1111
Comegna V, Basile A (1994) Temporal stability of spatial patterns of soil water storage in a cultivated Vesuvian soil. Geoderma 62:299–310
Cosh MH, Jackson TJ, Bindlish R, Prueger JH (2004) Watershed scale temporal and spatial stability of soil moisture and its role in validating satellite estimates. Remote Sens Environ 92:427–435
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
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
Dumedah G, Coulibaly P (2011) Evaluation of statistical methods for infilling missing values in high-resolution soil moisture data. J Hydrol 400(1–2):95–102
Famiglietti JS, Ryu D, Berg AA, Rodell M, Jackson TJ (2008) Field observations of soil moisture variability across scales. Water Resour Res 44:W01423
Gao L, Lv YJ, Wang DD, Tahir M, Peng XH (2015a) Can shallow-layer measurements at a single location be used to predict deep soil water storage at the slope scale? J Hydrol 531:534–542
Gao L, Shao MA (2012) Temporal stability of soil water storage in diverse soil layers. Catena 95:24–32
Gao L, Shao MA, Peng XH, She DL (2015b) Spatio-temporal variability and temporal stability of water contents distributed within soil profiles at a hillslope scale. Catena 132:29–36
Gao X, Wu P, Zhao X, Zhou X, Zhang B, Shi Y, Wang J (2013) Estimating soil moisture in gullies from adjacent upland measurements through different observation operators. J Hydrol 486:420–429
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
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
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
Heathman GC, Cosh MH, Han EJ, Jackson TJ, McKee L, McAfee S (2012a) Field scale spatiotemporal analysis of surface soil moisture for evaluating point-scale in situ networks. Geoderma 170:195–205
Heathman GC, Cosh MH, Merwade V, Han E (2012b) Multi-scale temporal stability analysis of surface and subsurface soil moisture within the Upper Cedar Creek Watershed, Indiana. Catena 95:91–103
Heathman GC, Larose M, Cosh MH, Bindlish R (2009) Surface and profile soil water spatio-temporal analysis during an excessive rainfall period in the Southern Great Plains, USA. Catena 78:159–169
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
Hu W, Shao MA, Wang QJ, Reichardt K, Tan J (2010b) Watershed scale temporal stability of soil water content. Geoderma 158:181–198
Hu W, Si BC (2014) Can soil water measurements at a certain depth be used to estimate mean soil water content of a soil profile at a point or at a hillslope scale? J Hydrol 516:67–75
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
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
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
Joshi C, Mohanty BP, Jacobs JM, Ines AVM (2011) Spatiotemporal analyses of soil moisture from point to footprint scale in two different hydroclimatic regions. Water Resour Res 47:W01508
Kachanoski RG, de Jong E (1988) Scale dependence and the temporal persistence of spatial patterns of soil-water storage. Water Resour Res 24:85–91
Li XZ, Shao MA, Jia XX, Wei XR (2015a) Landscape-scale temporal stability of soil water storage within profiles on the semiarid Loess Plateau of China. J Soils Sediments 15:949–961
Li XZ, Shao MA, Jia XX, Wei XR (2016) Profile distribution of soil-water content and its temporal stability along a 1340-m long transect on the Loess Plateau, China. Catena 137:77–86
Li XZ, Shao MA, Jia XX, Wei XR, He L (2015b) Depth persistence of the spatial pattern of soil-water storage along a small transect in the Loess Plateau of China. J Hydrol 529:685–695
Li XZ, Xu XL, Liu W, He L, Zhang RF, Xu CH, Wang KL (2017) Similarity of the temporal pattern of soil moisture across soil profile in karst catchments of southwestern China. J Hydrol 555:659–669
Liu MX, Xu XL, Sun AY, Wang KL (2017) Decreasing spatial variability of drought in southwest China during 1959–2013. Int J Climatol 37(13):4610–4619
Liu MX, Xu XL, Sun AY, Wang KL, Liu W, Zhang XY (2014) Is southwestern China experiencing more frequent precipitation extremes? Environ Res Lett 9:064002
Manfreda S, Rodriguez-Iturbe I (2006) On the spatial and temporal sampling of soil moisture fields. Water Resour Res 42:W05409
Nie YP, Chen HS, Wang KL, Tan W, Deng PY, Yang J (2011) Seasonal water use patterns of woody species growing on the continuous dolostone outcrops and nearby thin soils in subtropical China. Plant Soil 341:399–412
Pachepsky YA, Guber AK, Jacques D (2005) Temporal persistence in vertical distributions of soil moisture contents. Soil Sci Soc Am J 69:347–352
Penna D, Borga M, Norbiato D, Dalla Fontana G (2009) Hillslope scale soil moisture variability in a steep alpine terrain. J Hydrol 364:311–327
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
Peterson EW, Wicks CM (2006) Assessing the importance of conduit geometry and physical parameters in karst systems using the storm water management model (SWMM). J Hydrol 329:294–305
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
She DL, Zhang WJ, Hopmans JW, Timm LC (2015) Area representative soil water content estimations from limited measurements at time-stable locations or depths. J Hydrol 530:580–590
Starks PJ, Heathman GC, Jackson TJ, Cosh MH (2006) Temporal stability of soil moisture profile. J Hydrol 324:400–411
Sur CY, Jung Y, Choi MH (2013) Temporal stability and variability of field scale soil moisture on mountainous hillslopes in Northeast Asia. Geoderma 207-208:234–243
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
Wang YQ, Hu W, Zhu YJ, Shao MA, Xiao S, Zhang CC (2015) Vertical distribution and temporal stability of soil water in 21-m profiles under different land uses on the loess plateau in China. J Hydrol 527:543–554
Wilcox BP, Taucer PI, Munster CL, Owens MK, Mohanty BP, Sorenson JR, Bazan R (2008) Subsurface stormflow is important in semiarid karst shrublands. Geophys Res Lett 35:L10403
Williams PW (1983) The role of the subcutaneous zone in karst hydrology. J Hydrol 61:45–67
Zhang YK, Xiao QL, Huang MB (2016) Temporal stability analysis identifies soil water relations under different land use types in an oasis agroforestry ecosystem. Geoderma 271:150–160
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
Zhu Q, Nie XF, Zhou XB, Liao KH, Li HP (2014) Soil moisture response to rainfall at different topographic positions along a mixed land-use hillslope. Catena 119:61–70
Zreda M, Shuttleworth WJ, Zeng X, Zweck C, Desilets D, Franz T, Rosolem R (2012) COSMOS: the COsmic-ray Soil Moisture Observing System. Hydrol Earth Syst Sci 16(11):4079–4099
Funding
This study was financially supported by the National Natural Science Foundation of China (41601223; 41501478; 41571130073), Youth Innovation Team Project of ISA, CAS (2017QNCXTD_XXL) and CAS Interdisciplinary Innovation Team.
Author information
Authors and Affiliations
Corresponding author
Additional information
Responsible editor: Lu Zhang
Rights and permissions
About this article
Cite this article
Li, X., Xu, X., Liu, W. et al. Prediction of profile soil moisture for one land use using measurements at a soil depth of other land uses in a karst depression. J Soils Sediments 19, 1479–1489 (2019). https://doi.org/10.1007/s11368-018-2138-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11368-018-2138-5