Skip to main content

Advertisement

Log in

Soil moisture dynamics with hydro-climatological parameters at different soil depths

  • Original Article
  • Published:
Environmental Earth Sciences Aims and scope Submit manuscript

Abstract

The soil–water interaction is crucial for effective hydrological processes determination. The soil moisture (SM) is an important parameter to provide priori information for the interactions imparting and affecting the energy fluxes response for such kind of processes. This work investigated the effects of climatic, geophysical and hydrological parameters on SM at 9 stations within Utah State, USA, for daily data recorded between 2010 and 2012 at 5 different soil depths (approximately 5, 10, 20, 50, and 100 cm). A high correlation was found for soil temperature, evapotranspiration (ET), and surface temperature, respectively, in most of the stations at either α = 5 % or 1 %. All stations exhibited a downward trend in SM for the top three soil depths, whereas, for other depths some stations depicted an upward trend. From time series analysis, it was found that surface average temperature, ET and soil temperature varied on seasonal basis with maximum in June and minimum in January of each year. In addition, SM availability in the top 5 cm of soil depth showed more significance for having strong correlation with hydroclimatic variables and were essential in interpreting many hydrological processes. From analyses at shallow soil depths (5 and 10 cm), the spatial SM variability across the stations was consistent during winter and spring whereas inconsistent during summer and autumn. In addition, the SM exhibited a temporal cyclic variability for almost all stations.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11

Similar content being viewed by others

References

  • 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 

  • Brubaker KL, Entekhabi D (1996) Analysis of feedback mechanisms in land–atmosphere interaction. Water Resour Res 5:1343–1357

    Article  Google Scholar 

  • Chen X, Zhang Z, Chen X, Shi P (2009) The impact of land use and land cover changes on soil moisture and hydraulic conductivity along the karst hillslopes of southwest China. Environ Earth Sci 59:811–820

    Article  Google Scholar 

  • Chen CF, Son NT, Chang LY, Chen CC (2011) Monitoring of soil moisture variability in relation to rice cropping systems in the Vietnamese Mekong Delta using MODIS data. App Geogr 31:463–475

    Article  Google Scholar 

  • Corradini C (2014) Soil moisture in the development of hydrological processes and its determination at different spatial scales. J Hydrol 516:1–5

    Article  Google Scholar 

  • Delworth T, Manabe S (1993) Climate variability and land surface processes. Adv Water Resour 16:3–20

    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 

  • Gao XD, Wu PT, Zhao XN, Shi YG, Wang JW, Zhang BQ (2011) Soil moisture variability along transects over a well-developed gully in the Loess Plateau, China. Catena 87:357–367

    Article  Google Scholar 

  • Illson BG, Basara JB, Crawford KC (2004) Seasonal to interannual variations of soil moisture measured in Oklahoma. Int J Climatol 24:1883–1896

    Article  Google Scholar 

  • Kendall MG (1948) The advanced theory of statistics, vol 1, 4th edn. Charles Griffin and Company, London

    Google Scholar 

  • Kendall MG (1975) Rank correlation methods, 4th edn. Charles Griffin, London

    Google Scholar 

  • Lakshmi V, Jackson TJ, Zehrfuhs D (2003) Soil moisture—temperature relationships: results from two field experiments. Hydrol Process 17:3041–3057

    Article  Google Scholar 

  • Li X, Liu L, Duan Z, Wang N (2014) Spatio-temporal variability in remotely sensed surface soil moisture and its relationship with precipitation and evapotranspiration during the growing season in the Loess Plateau, China. Environ Earth Sci 71:1809–1820

    Article  Google Scholar 

  • Liu B, Zhao W, Zeng F (2013) Statistical analysis of the temporal stability of soil moisture in three desert regions of northwestern China. Environ Earth Sci 70:2249–2262

    Article  Google Scholar 

  • Longobardi A (2008) Observing soil moisture temporal variability under fluctuating climatic conditions. Hydrol Earth Sys Sci Discuss 5:935–969

    Article  Google Scholar 

  • Ma Y, Van Dam RL, Jayawickreme DH (2014) Soil moisture variability in a temperate deciduous forest: insights from electrical resistivity and throughfall data. Environ Earth Sci 72:1367–1381

    Article  Google Scholar 

  • Mahmood R, Hubbard KG, Carlson C (2004) Modification of growing-season surface temperature records in the Northern Great Plains due to land-use transformation: verification of modeling results and implication for global climate change. Int J Climatol 24:311–327

    Article  Google Scholar 

  • Mahmood R, Littell A, Hubbard KG, You J (2012) data-based assessment of relationships among soil moisture at various depths, precipitation, and temperature. Appl Geogr 34:255–264

    Article  Google Scholar 

  • Mann HB (1945) Non-parametric tests against trend. Econometrica 13:163–171

    Article  Google Scholar 

  • Miller GR, Baldocchi DD, Law BE, Meyers T (2007) An analysis of soil moisture dynamics using multi-year data from a network of micrometeorological observation sites. Adv Water Res 30:1065–1081

    Article  Google Scholar 

  • Pielke RA Sr (2001) Influence of the spatial distribution of vegetation and soils on the prediction of cumulus convective rainfall. Rev Geophys 39:151–177

    Article  Google Scholar 

  • Qiu Y, Fu BJ, Wang J, Chen LD (2001) Spatial variability of SM content and its relation to environmental indices in a semi-arid gully catchment of the Loess Plateau, China. J Arid Environ 49:723–750

    Article  Google Scholar 

  • Rodriguez-Iturbe I, Porporato A, Laio F, Ridolfi L (2001) Plants in water-controlled ecosystems: active role in hydrologic processes and response to water stress I. Scope and general outline. Adv Water Res 24:695–705

    Article  Google Scholar 

  • Shukla J, Mintz Y (1982) Influence of land-surface evapotranspiration on the earth's climate. Science 215:1498–1501

    Article  Google Scholar 

  • Spearman C (1904) The proof and measurement of association between two things. Amer J Psychol. 15:72–101

    Article  Google Scholar 

  • Tamea S, Laio F, Ridolfi L, D’Odorico PD, Rodriguez-Iturbe I (2009) Ecohydrology of groundwater-dependent ecosystems: 2. Stochastic soil moisture dynamics. Water Resour Res 45:W05420

    Google Scholar 

  • Vereecken H, Huisman JA, Pachepsky Y, Montzka C, van der Kruk J, Bogena H, Weihermüller L, Herbst M, Martinez G, Vanderborght J (2014) On the spatio-temporal dynamics of soil moisture at the field scale. J Hydrol 516:76–96

    Article  Google Scholar 

  • Wang X, Xie H, Guan H, Zhou X (2007) Different responses of MODIS-derived NDVI to root-zone SM in semi-arid and humid regions. J Hydrol 340:12–24

    Article  Google Scholar 

  • Wen Z, Niu F, Yu Q, Wang D, Feng W, Zheng J (2014) The role of rainfall in the thermal-moisture dynamics of the active layer at Beiluhe of Qinghai-Tibetan plateau. Environ Earth Sci 71:1195–1204

    Article  Google Scholar 

  • Western AW, Grayson RB, Blöschl G (2002) Scaling of soil moisture: a hydrologic perspective. Annu Rev Earth Planet Sci 30:149–180

    Article  Google Scholar 

  • Wu W, Dickinson RE (2004) Time scales of layered soil moisture memory in the context of land-atmosphere interaction. J Clim 17:2752–2764

    Article  Google Scholar 

Download references

Acknowledgments

This research was supported by a grant [MPSS-NH-2015-79] through the Natural Hazard Mitigation Research Group funded by Ministry of Public Safety and Security of Korean government. The authors’ are thankful to two anonymous reviewers for sparing their precious time, constructive comments and detailed suggestions, which helped us to improve our work.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Muhammad Ajmal.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ajmal, M., Waseem, M., Ahmad, W. et al. Soil moisture dynamics with hydro-climatological parameters at different soil depths. Environ Earth Sci 75, 133 (2016). https://doi.org/10.1007/s12665-015-5021-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12665-015-5021-3

Keywords

Navigation