Skip to main content

Advertisement

Log in

Effects of shallow groundwater table and salinity on soil salt dynamics in the Keriya Oasis, Northwestern China

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

Abstract

In this paper, the spatial and temporal variability of groundwater depth and groundwater salinity associated with agricultural activities and land cover and land use (LCLU) in the Keriya Oasis, Xinjiang Uyghur Autonomous Region of China, was investigated. A decision tree classification was developed for LCLU mapping by using Landsat 8 imagery. Radial basis function, Pearson’s correlation coefficient, Moran’s I statistics and geographically weighted regression were employed to identify the spatial and temporal relationship between topsoil salinity and LCLU types. The results showed that groundwater depth in about 75 % of the study area was less than 3.0 m. Groundwater salinity showed an increasing trend with decreasing groundwater depth. A relatively higher positive correlation (r = 0.87) was found between groundwater salinity and topsoil salinity. Topsoil salinity was exacerbated by agricultural activities at the upstream of seasonal rivers, causing severe soil salinization and soil degradation in the downstream. Both groundwater depth and soil salinity showed seasonal fluctuations with the shallowest groundwater level occurring in spring, while during summer and autumn, groundwater depth increased due to the extensive of agricultural water consumption and the regional evapotranspiration, which was followed by a winter recharge; non-saline groundwater region was 21 % of the research area in spring, which dropped to 1.1, 1.0 and 1.2 %, respectively, during the summer, autumn and winter. The results also demonstrated that shallow groundwater depth of 2.5 m is the critical depth value for soil salinization in the Keriya Oasis.

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

Similar content being viewed by others

References

  • Adhikary PP, Dash CJ (2014) Comparison of deterministic and stochastic methods to predict spatial variation of groundwater depth. Appl Water Sci 1–10. doi:10.1007/s13201-014-0249-8

  • Ahmadi SH, Sedghamiz A (2007) Geostatistical analysis of spatial and temporal variations of groundwater level. Environ Monit Assess 129:277–294

    Article  Google Scholar 

  • Aishan T, Halik Ü, Cyffka B, Kuba M, Abliz A, Baidourela A (2013) Monitoring the hydrological and ecological response to water diversion in the lower reaches of the Tarim River, Northwest China. Q Int 311:155–162

    Article  Google Scholar 

  • Akramkhanov A, Martius C, Park SJ, Hendrickx JMH (2011) Environmental factors of spatial distribution of soil salinity on flat irrigated terrain. Geoderma 163:55–62

    Article  Google Scholar 

  • Arslan H (2012) Spatial and temporal mapping of groundwater salinity using ordinary kriging and indicator kriging: the case of Bafra Plain, Turkey. Agric Water Manag 113:57–63

    Article  Google Scholar 

  • Arslan H (2014) Estimation of spatial distrubition of groundwater level and risky areas of seawater intrusion on the coastal region in Çarşamba Plain, Turkey, using different interpolation methods. Environ Monit Assess 186:5123–5134

    Article  Google Scholar 

  • Bilgili AV (2013) Spatial assessment of soil salinity in the Harran Plain using multiple kriging techniques. Environ Monit Assess 185:777–795

    Article  Google Scholar 

  • Cetin M, Diker K (2003) Assessing drainage problems areas by GIS: a case study in the Eastern Mediterranean Region of Turkey. Irrig Drain 52:343–353

    Article  Google Scholar 

  • Chen S, Cowan CFN, Grant PM (1991) Orthogonal least squares learning algorithm for radial basis function networks. IEEE Trans Neural Netw 2(2):302–309

    Article  Google Scholar 

  • Cho JH, Kurup PU (2011) Decision tree approach for classification and dimensionality reduction of electronic nose data. Sensor Actuat B Chem 160(1):542–548

    Article  Google Scholar 

  • Ding JL, Yu DL (2014) Monitoring and evaluating spatial variability of soil salinity in dry and wet seasons in the Werigan-Kuqa Oasis, China, using remote sensing and electromagnetic induction instruments. Geoderma 235:316–322

    Article  Google Scholar 

  • Dong XG, Deng M (2005) Groundwater resources in Xinjiang. Xinjiang Science and Technology Publishing House, Urumqi, pp 8–9 (in Chinese)

    Google Scholar 

  • Douaik A, Van Meirvenne M, Tóth T (2005) Soil salinity mapping using spatio-temporal kriging and Bayesian maximum entropy with interval soft data. Geoderma 128(3):234–248

    Article  Google Scholar 

  • Fan ZL, Ma YJ, Zhang H, Wang RH, Zhao YJ, Zhou HF (2004) Research of eco-water table and rational depth of groundwater of Tarim River Drainage Basin. Arid L Geogr 27(1):8–13 (in Chinese)

    Google Scholar 

  • Fan Y, Li H, Miguez-Macho G (2013) Global patterns of groundwater table depth. Science 339(6122):940–943

    Article  Google Scholar 

  • Fotheringham AS, Brunsdon C, Charlton M (2003) Geographically weighted regression: the analysis of spatially varying relationships. Wiley, Chichester

    Google Scholar 

  • Friedl MA, Brodley CE (1997) Decision tree classification of land cover from remotely sensed data. Remote Sens Environ 61(3):399–409

    Article  Google Scholar 

  • Ghulam A, Qin Q, Zhu L, Abdrahman P (2004) Satellite remote sensing of groundwater: quantitative modelling and uncertainty reduction using 6S atmospheric simulations. Int J Remote Sens 25(23):5509–5524

    Article  Google Scholar 

  • Ghulam A, Porton I, Freeman K (2014) Detecting subcanopy invasive plant species in tropical rainforest by integrating optical and microwave (InSAR/PolInSAR) remote sensing data, and a decision tree algorithm. ISPRS J Photogramm 88:174–192

    Article  Google Scholar 

  • Gong L, Li CJ, Tiyip T (2014) Relations between soil heterogeneity and common reed (Phragmites australis Trin. ex Steud.) colonization in Keriya River Basin,Xinjiang of China. J Arid Land 6(6):753–761

    Article  Google Scholar 

  • Gong L, Ran Q, He G, Tiyip T (2015) A soil quality assessment under different land use types in Keriya river basin, Southern Xinjiang, China. Soil Tillage Res 146:223–229

    Article  Google Scholar 

  • Greening H, Janicki A, Sherwood ET, Pribble R, Johansson JOR (2014) Ecosystem responses to long-term nutrient management in an urban estuary: Tampa Bay, Florida, USA. Estuar Coast Shelf Sci 151:1–16

  • Harries K (2006) Extreme spatial variations in crime density in Baltimore County, MD. Geoforum 37(3):404–416

    Article  Google Scholar 

  • Ibrahimi MK, Miyazaki T, Nishimura T, Imoto H (2013) Contribution of shallow groundwater rapid fluctuation to soil salinization under arid and semiarid climate. Arab J Geosci 7(9):3901–3911

    Article  Google Scholar 

  • Ibrakhimov M, Martius C, Lamers JPA, Tischbein B (2011) The dynamics of groundwater table and salinity over 17 years in Khorezm. Agric Water Manag 101(1):52–61

    Article  Google Scholar 

  • Jha MK, Chowdhury A, Chowdary VM, Peiffer S (2007) Groundwater management and development by integrated remote sensing and geographic information systems: prospects and constraints. Water Resour Manag 21(2):427–467

    Article  Google Scholar 

  • Jordan YC, Ghulam A, Hartling S (2014a) Traits of surface water pollution under climate and land use changes: a remote sensing and hydrological modeling approach. Earth Sci Rev 128:181–195

    Article  Google Scholar 

  • Jordan YC, Ghulam A, Chu ML (2014b) Assessing the impacts of future urban developing patterns and climate changes on surface water quality using geoinformatics. J Environ Inform 24(2):65–79

    Article  Google Scholar 

  • Kaman H, Cetin M, Kırda C (2011) Monitoring and assessing of changes in soil and groundwater salinity of Yemisli Irrigation District of Turkey using low quality irrigation water. Sci Res Essay 6(6):1388–1396

    Google Scholar 

  • Kambhammettu BVNP, Allena P, King JP (2011) Application and evaluation of universal kriging for optimal contouring of groundwater levels. J Earth Syst Sci 120(3):413–422

    Article  Google Scholar 

  • Kløve B, Ala-Aho P, Bertrand G, Gurdak JJ, Kupfersberger H, Kværner J, Pulido-Velazquez M (2013) Climate change impacts on groundwater and dependent ecosystems. J Hydrol 518:250–266

    Article  Google Scholar 

  • Konikow LF, Kendy E (2005) Groundwater depletion: a global problem. Hydrogeol J 13:317–320

    Article  Google Scholar 

  • Leung LR, Huang M, Qian Y, Liang X (2011) Climate–soil–vegetation control on groundwater table dynamics and its feedbacks in a climate model. Clim Dyn 36(1–2):57–81

    Article  Google Scholar 

  • Li J, Pu L, Han M, Zhu M, Zhang R, Xiang Y (2014) Soil salinization research in China: advances and prospects. J Geogr Sci 24(5):943–960

    Article  Google Scholar 

  • Lin CH, Wen TH (2011) Using geographically weighted regression (GWR) to explore spatial varying relationships of immature mosquitoes and human densities with the incidence of dengue. Int J Env Res Public Health 8(7):2798–2815

    Article  Google Scholar 

  • Ma H, Lv Y, Li HX (2013) Complexity of ecological restoration in China. Ecol Eng 52:75–78

    Article  Google Scholar 

  • Maimaitijiang M, Ghulam A, Sandoval JO, Maimaitiyiming M (2015) Drivers of land cover and land use changes in St. Louis metropolitan area over the past 40 years characterized by remote sensing and census population data. Int J Appl Earth Obs Geoinf 35:161–174

    Article  Google Scholar 

  • Mays LW (2013) Groundwater resources sustainability: past, present, and future. Water Resour Manag 27:4409–4424

    Article  Google Scholar 

  • Pangle LA, Gregg JW, McDonnell JJ (2014) Rainfall seasonality and an ecohydrological feedback offset the potential impact of climate warming on evapotranspiration and groundwater recharge. Water Resour 50(2):1308–1321

    Article  Google Scholar 

  • Pérez-Godoy MD, Rivera AJ, Carmona CJ, del Jesus MJ (2014) Training algorithms for radial basis function networks to tackle learning processes with imbalanced data-sets. Appl Soft Comput 25:26–39

    Article  Google Scholar 

  • Petheram C, Bristow KL, Nelson PN (2008) Understanding and managing groundwater and salinity in a tropical conjunctive water use irrigation district. Agric Water Manag 95(10):1167–1179

    Article  Google Scholar 

  • Pradhan B (2013) A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS. Comput Geosci-UK 51:350–365

    Article  Google Scholar 

  • Rong LS, Shu LC, Wang MM, Deng ZB (2009) Study on estimation method of ecological water level of reasonable groundwater—case study on lower reaches of the Tarim River. Ground Water 30(1):12–15 (in Chinese)

    Google Scholar 

  • Sawut M, Ghulam A, Tiyip T, Zhang YJ, Ding JL, Zhang F, Maimaitiyiming M (2014) Estimating soil sand content using thermal infrared spectra in arid lands. Int J Appl Earth Obs Geoinf 33:203–210

    Article  Google Scholar 

  • Scudiero E, Skaggs TH, Corwin DL (2014) Regional scale soil salinity evaluation using Landsat 7, western San Joaquin Valley, California, USA. Geoderma Reg 2:82–90

    Article  Google Scholar 

  • Seeboonruang U (2012) Relationship between groundwater properties and soil salinity at the Lower Nam Kam River Basin in Thailand. Environ Earth Sci 69(6):1803–1812

    Article  Google Scholar 

  • Sidike A, Zhao S, Wen Y (2014) Estimating soil salinity in Pingluo County of China using QuickBird data and soil reflectance spectra. Int J Appl Earth Obs Geoinf 26:156–175

    Article  Google Scholar 

  • Sun Y, Kang SZ, Li FS, Zhang L (2009) Comparison of interpolation methods for depth to groundwater and its temporal and spatial variations in the Minqin oasis of northwest China. Environ Model Softw 24(10):1163–1170

    Article  Google Scholar 

  • Tashi Y, Chamard PC, Courel MF, Tiyip T, Tuerxun Y, Drake S (2010) The recent evolution of the oasis environment in the Taklimakan Desert, China. In: Schneier-Madanes G, Courel MF (eds) Water and sustainability in arid regions. Springer, London, pp 51–74

    Chapter  Google Scholar 

  • Thevs N, Peng H, Rozi A, Zerbe S, Abdusalih N (2015) Water allocation and water consumption of irrigated agriculture and natural vegetation in the Aksu-Tarim river basin, Xinjiang, China. J Arid Environ 112:87–97

    Article  Google Scholar 

  • Tweed S, Leblanc M, Cartwright I, Favreau G, Leduc C (2011) Arid zone groundwater recharge and salinisation processes: an example from the Lake Eyre Basin, Australia. J Hydrol 408(3):257–275

    Article  Google Scholar 

  • VanderPost C, McFarlane M (2007) Groundwater investigation in semi-arid developing countries, using simple GIS tools to facilitate interdisciplinary decision making under poorly mapped conditions: the Boteti area of the Kalahari region in Botswana. Int J Appl Earth Obs Geoinf 9(4):343–359

    Article  Google Scholar 

  • Varouchakis EA, Hristopulos DT (2013) Comparison of stochastic and deterministic methods for mapping groundwater level spatial variability in sparsely monitored basins. Environ Monit Assess 185(1):1–19

    Article  Google Scholar 

  • Wang YG, Li Y (2013) Land exploitation resulting in soil salinization in a desert–oasis ecotone. Catena 100:50–56

    Article  Google Scholar 

  • Wang YG, Xiao DN, Li Y, Li X (2008) Soil salinity evolution and its relationship with dynamics of groundwater in the oasis of inland river basins: case study from the Fubei region of Xinjiang Province, China. Environ Monit Assess 140(1–3):291–302

    Article  Google Scholar 

  • Wu J, Zhao L, Huang J, Yang J, Vincent B, Bouarfa S, Vidal A (2009) On the effectiveness of dry drainage in soil salinity control. Sci China Ser E 52(11):3328–3334

    Article  Google Scholar 

  • Wu JH, Li PY, Qian H, Fang Y (2014) Assessment of soil salinization based on a low-cost method and its influencing factors in a semi-arid agricultural area, northwest China. Environ Earth Sci 71(8):3465–3475

    Article  Google Scholar 

  • Xie T, Liu XH, Sun T (2011a) The effects of groundwater table and flood irrigation strategies on soil water and salt dynamics and reed water use in the Yellow River Delta, China. Ecol Model 222(2):241–252

    Article  Google Scholar 

  • Xie Y, Chen TB, Lei M, Yang J, Guo QJ, Song B, Zhou XY (2011b) Spatial distribution of soil heavy metal pollution estimated by different interpolation methods: accuracy and uncertainty analysis. Chemosphere 82(3):468–476

    Article  Google Scholar 

  • Yao L, Huo Z, Feng S, Mao X, Kang S, Chen J, Steenhuis TS (2014) Evaluation of spatial interpolation methods for groundwater level in an arid inland oasis, northwest China. Environ Earth Sci 71(4):1911–1924

    Article  Google Scholar 

  • Yimit H, Eziz M, Mamat M, Tohti G (2011) Variations in groundwater levels and salinity in the Ili River Irrigation Area, Xinjiang, northwest China: a geostatistical approach. Int J Sust Dev World 18(1):55–64

    Article  Google Scholar 

  • Zhang F, Tiyip T, Ding JL, Gregory NT, He QS (2009) The effects of the chemical components of soil salinity on electrical conductivity in the region of the delta oasis of Weigan and Kuqa Rivers, China. Agric Sci China 8(8):985–993

    Article  Google Scholar 

  • Zhao X, Xu H, Zhang P, Fu J, Bai Y (2013) Soil water, salt, and groundwater characteristics in shelterbelts with no irrigation for several years in an extremely arid area. Environ Monit Assess 185(12):10091–10100

    Article  Google Scholar 

  • Zhou HH, Chen YN, Li WH (2008) Effect of oasis hydrological processes on soil salinization of Tikanlik Oasis in the Lower Tar im River. Acta Geogr Sin 63(7):714–724 (in Chinese)

    Google Scholar 

  • Zhou Z, Zhang G, Yan M, Wang J (2012) Spatial variability of the shallow groundwater level and its chemistry characteristics in the low plain around the Bohai Sea, North China. Environ Monit Assess 184(6):3697–3710

    Article  Google Scholar 

Download references

Acknowledgments

The research was supported by the National Natural Science Foundation of China (NSFC, U1138303, 41561089, 41361016) and Joint Funds of the International S&T Cooperation Program of China (ISTCP, 2010DFA92720-12), the Open Project of Ministry of Education Key Laboratory of Oasis Ecology, Xinjiang University (XJDX0201-2013-06). We thank the anonymous reviewers for their constructive comments on the manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tashpolat Tiyip.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Abliz, A., Tiyip, T., Ghulam, A. et al. Effects of shallow groundwater table and salinity on soil salt dynamics in the Keriya Oasis, Northwestern China. Environ Earth Sci 75, 260 (2016). https://doi.org/10.1007/s12665-015-4794-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12665-015-4794-8

Keywords

Navigation