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Published in: Environmental Earth Sciences 8/2015

01-04-2015 | Original Article

Three-dimensional mapping of clay content in alluvial soils using hygroscopic water content

Authors: Chong Chen, Kelin Hu, Weidong Li, Zhoujing Li, Baoguo Li

Published in: Environmental Earth Sciences | Issue 8/2015

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Abstract

The three-dimensional (3D) spatial distribution of soil clay content or texture is important to water and solute (e.g., salt and pollutants) transport studies, land planning, and remediation of contaminated soils. However, accurate soil texture analysis is costly and time-consuming. The objective of this study is to map the 3D spatial distribution of clay content in alluvium using easily measured hygroscopic water content data as source data. A total of 542 soil samples were collected from 57 soil profiles within a piece of farmland of 1.68 ha near Tai’an city in the North China Plain. Hygroscopic water content was measured for all samples, but clay content was determined only for 106 randomly selected samples (from 13 soil profiles). Clay content data of other 436 samples were derived using a recently established model for the relationship between clay content and hygroscopic water content. 3D ordinary kriging was applied to map the spatial pattern of soil clay content. Results showed that: (1) spatial correlation ranges of soil clay content are 55.0 and 1.16 m in the horizontal and vertical directions, respectively, and (2) the subsoil clay content is low in the northeast part of the study area, while the soil layers with high clay content are mainly distributed in the upper section of soil profiles in the southern part of the study area. This reflects that the fluvial deposits in the study area have a fining-upward tendency. Cross-validation showed that the 3D kriging method could effectively capture the spatial distribution characteristics of soil clay content in alluvial soils in the North China Plain.

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Literature
go back to reference Castrignano A, Maiorana M, Fornaro F, Lopez N (2002) 3D spatial variability of soil strength and its change over time in a durum wheat field in Southern Italy. Soil Till Res 65(1):95–108CrossRef Castrignano A, Maiorana M, Fornaro F, Lopez N (2002) 3D spatial variability of soil strength and its change over time in a durum wheat field in Southern Italy. Soil Till Res 65(1):95–108CrossRef
go back to reference Chen C, Ren T, Hu K, Li B, Wang Y (2014) Estimation of soil clay content using hygroscopic water content at an arbitrary humidity. Soil Sci Soc Am J 78(1):119–124CrossRef Chen C, Ren T, Hu K, Li B, Wang Y (2014) Estimation of soil clay content using hygroscopic water content at an arbitrary humidity. Soil Sci Soc Am J 78(1):119–124CrossRef
go back to reference De Benedetto D, Castrignano A, Sollitto D, Modugno F, Buttafuoco G, Papa Gl (2012) Integrating geophysical and geostatistical techniques to map the spatial variation of clay. Geoderma 171:53–63CrossRef De Benedetto D, Castrignano A, Sollitto D, Modugno F, Buttafuoco G, Papa Gl (2012) Integrating geophysical and geostatistical techniques to map the spatial variation of clay. Geoderma 171:53–63CrossRef
go back to reference Deutsch CV, Journel AG (1998) GSLIB: geostatistical software library and user’s guide. Oxford University Press, New York Deutsch CV, Journel AG (1998) GSLIB: geostatistical software library and user’s guide. Oxford University Press, New York
go back to reference Gee GW, Bauder JW (1986) Particle-size analysis. In: Klute A (ed) Methods of soil analysis. Part 1. SSSA Book Series No. 5, 2nd edn. SSSA, Madison, pp 383–409 Gee GW, Bauder JW (1986) Particle-size analysis. In: Klute A (ed) Methods of soil analysis. Part 1. SSSA Book Series No. 5, 2nd edn. SSSA, Madison, pp 383–409
go back to reference Goovaerts P (1997) Geostatistics for natural resources evaluation. Oxford University Press, New York Goovaerts P (1997) Geostatistics for natural resources evaluation. Oxford University Press, New York
go back to reference Goovaerts P (1998) Geostatistical tools for characterizing the spatial variability of microbiological and physico-chemical soil properties. Biol Fert Soils 27(4):315–334CrossRef Goovaerts P (1998) Geostatistical tools for characterizing the spatial variability of microbiological and physico-chemical soil properties. Biol Fert Soils 27(4):315–334CrossRef
go back to reference He Y, Chen D, Li B, Huang Y, Hu K, Li Y, Willett IR (2009) Sequential indicator simulation and indicator kriging estimation of 3-dimensional soil textures. Aust J Soil Res 47(6):622–631CrossRef He Y, Chen D, Li B, Huang Y, Hu K, Li Y, Willett IR (2009) Sequential indicator simulation and indicator kriging estimation of 3-dimensional soil textures. Aust J Soil Res 47(6):622–631CrossRef
go back to reference He Y, Hu K, Wang H, Chen D, Huang Y, Li B (2013) Modeling of water and nitrogen utilization of layered soil profiles under a wheat-maize cropping system. Math Comput Model 58:596–605CrossRef He Y, Hu K, Wang H, Chen D, Huang Y, Li B (2013) Modeling of water and nitrogen utilization of layered soil profiles under a wheat-maize cropping system. Math Comput Model 58:596–605CrossRef
go back to reference Iqbal J, Thomasson JA, Jenkins JN, Owens PR, Whisler FD (2005) Spatial variability analysis of soil physical properties of alluvial soils. Soil Sci Soc Am J 69(4):1338–1350CrossRef Iqbal J, Thomasson JA, Jenkins JN, Owens PR, Whisler FD (2005) Spatial variability analysis of soil physical properties of alluvial soils. Soil Sci Soc Am J 69(4):1338–1350CrossRef
go back to reference Li W, Li B, Shi Y (1999) Markov chain simulation of soil textural layers. Geoderma 92:37–53CrossRef Li W, Li B, Shi Y (1999) Markov chain simulation of soil textural layers. Geoderma 92:37–53CrossRef
go back to reference Li HY, Shi Z, Webster R, Triantafilis J (2013) Mapping the three-dimensional variation of soil salinity in a rice-paddy soil. Geoderma 195:31–41CrossRef Li HY, Shi Z, Webster R, Triantafilis J (2013) Mapping the three-dimensional variation of soil salinity in a rice-paddy soil. Geoderma 195:31–41CrossRef
go back to reference Malone RW, Ma L, Heilman P, Karlen DL, Kanwar RS, Hatfield JL (2007) Simulated N management effects on corn yield and tile-drainage nitrate loss. Geoderma 140(3):272–283CrossRef Malone RW, Ma L, Heilman P, Karlen DL, Kanwar RS, Hatfield JL (2007) Simulated N management effects on corn yield and tile-drainage nitrate loss. Geoderma 140(3):272–283CrossRef
go back to reference Manrique LA, Jones CA, Dyke PT (1991) Predicting cation-exchange capacity from soil physical and chemical properties. Soil Sci Soc Am J 55(3):787–794CrossRef Manrique LA, Jones CA, Dyke PT (1991) Predicting cation-exchange capacity from soil physical and chemical properties. Soil Sci Soc Am J 55(3):787–794CrossRef
go back to reference Meersmans J, Van Wesemael B, De Ridder F, Van Molle M (2009) Modelling the three-dimensional spatial distribution of soil organic carbon (SOC) at the regional scale (Flanders, Belgium). Geoderma 152(1):43–52CrossRef Meersmans J, Van Wesemael B, De Ridder F, Van Molle M (2009) Modelling the three-dimensional spatial distribution of soil organic carbon (SOC) at the regional scale (Flanders, Belgium). Geoderma 152(1):43–52CrossRef
go back to reference Minasny B, McBratney AB, Bristow KL (1999) Comparison of different approaches to the development of pedotransfer functions for water-retention curves. Geoderma 93(3):225–253CrossRef Minasny B, McBratney AB, Bristow KL (1999) Comparison of different approaches to the development of pedotransfer functions for water-retention curves. Geoderma 93(3):225–253CrossRef
go back to reference Minasny B, McBratney AB, Mendonca-Santos ML, Odeh IOA, Guyon B (2006) Prediction and digital mapping of soil carbon storage in the Lower Namoi Valley. Aust J Soil Res 44:223–244CrossRef Minasny B, McBratney AB, Mendonca-Santos ML, Odeh IOA, Guyon B (2006) Prediction and digital mapping of soil carbon storage in the Lower Namoi Valley. Aust J Soil Res 44:223–244CrossRef
go back to reference Mishra U, Lal R, Slater B, Calhoun F, Liu D, Van Meirvenne M (2009) Predicting soil organic carbon stock using profile depth distribution functions and ordinary kriging. Soil Sci Soc Am J 73(2):614–621CrossRef Mishra U, Lal R, Slater B, Calhoun F, Liu D, Van Meirvenne M (2009) Predicting soil organic carbon stock using profile depth distribution functions and ordinary kriging. Soil Sci Soc Am J 73(2):614–621CrossRef
go back to reference Müller T, Höper H (2004) Soil organic matter turnover as a function of the soil clay content: consequences for model applications. Soil Biol Biochem 36:877–888CrossRef Müller T, Höper H (2004) Soil organic matter turnover as a function of the soil clay content: consequences for model applications. Soil Biol Biochem 36:877–888CrossRef
go back to reference Odeh OA, McBratney AB (2000) Using AVHRR images for spatial prediction of clay content in the lower Namoi Valley of eastern Australia Inakwu. Geoderma 97:237–254CrossRef Odeh OA, McBratney AB (2000) Using AVHRR images for spatial prediction of clay content in the lower Namoi Valley of eastern Australia Inakwu. Geoderma 97:237–254CrossRef
go back to reference Or D, Wraight M (2000) Soil water content and water potential relationships. In: Sumner ME (ed) Handbook of soil science. CRC Press, Boca Raton, pp 53–85 Or D, Wraight M (2000) Soil water content and water potential relationships. In: Sumner ME (ed) Handbook of soil science. CRC Press, Boca Raton, pp 53–85
go back to reference Remy N, Boucher A, Wu J (2009) Applied geostatistics with SGeMS: a user’s guide. Cambridge University Press, CambridgeCrossRef Remy N, Boucher A, Wu J (2009) Applied geostatistics with SGeMS: a user’s guide. Cambridge University Press, CambridgeCrossRef
go back to reference Rodríguez-Pérez JR, Plant RE, Lambert JJ, Smart DR (2011) Using apparent soil electrical conductivity (ECa) to characterize vineyard soils of high clay content. Precis Agric 12(6):775–794CrossRef Rodríguez-Pérez JR, Plant RE, Lambert JJ, Smart DR (2011) Using apparent soil electrical conductivity (ECa) to characterize vineyard soils of high clay content. Precis Agric 12(6):775–794CrossRef
go back to reference Ross GJ (1978) Relationships of specific surface area and clay content to shrink-swell potential of soils having different clay mineralogical compositions. Can J Soil Sci 58:159–166CrossRef Ross GJ (1978) Relationships of specific surface area and clay content to shrink-swell potential of soils having different clay mineralogical compositions. Can J Soil Sci 58:159–166CrossRef
go back to reference Saey T, Simpson D, Vermeersch H, Cockx L, Van Meirvenne M (2009) Comparing the EM38DD and DUALEM-21S sensors for depth-to-clay mapping. Soil Sci Soc Am J 73(1):7–12CrossRef Saey T, Simpson D, Vermeersch H, Cockx L, Van Meirvenne M (2009) Comparing the EM38DD and DUALEM-21S sensors for depth-to-clay mapping. Soil Sci Soc Am J 73(1):7–12CrossRef
go back to reference Schneider M, Goss KU (2012) Prediction of the water sorption isotherm in air dry soils. Geoderma 170:64–69CrossRef Schneider M, Goss KU (2012) Prediction of the water sorption isotherm in air dry soils. Geoderma 170:64–69CrossRef
go back to reference Shen ZQ, Shan YJ, Peng L, Jiang YG (2013) Mapping of total carbon and clay contents in glacial till soil using on-the-go near-infrared reflectance spectroscopy and partial least squares regression. Pedosphere 23(3):305–311CrossRef Shen ZQ, Shan YJ, Peng L, Jiang YG (2013) Mapping of total carbon and clay contents in glacial till soil using on-the-go near-infrared reflectance spectroscopy and partial least squares regression. Pedosphere 23(3):305–311CrossRef
go back to reference Soil Survey Staff (2010) Keys to Soil Taxonomy, 11th edn. USDA-Natural Resources Conservation Service, Washington Soil Survey Staff (2010) Keys to Soil Taxonomy, 11th edn. USDA-Natural Resources Conservation Service, Washington
go back to reference Triantafilis J, Lesch SM (2005) Mapping clay content variation using electromagnetic induction techniques. Comput Electron Agr 46(1):203–237CrossRef Triantafilis J, Lesch SM (2005) Mapping clay content variation using electromagnetic induction techniques. Comput Electron Agr 46(1):203–237CrossRef
go back to reference Tuller M, Or D (2005) Water films and scaling of soil characteristic curves at low water contents. Water Resour Res 41:W09403 Tuller M, Or D (2005) Water films and scaling of soil characteristic curves at low water contents. Water Resour Res 41:W09403
go back to reference Van Meirvenne M, Maes K, Hofman G (2003) Three-dimensional variability of soil nitrate-nitrogen in an agricultural field. Biol Fert Soils 37:147–153 Van Meirvenne M, Maes K, Hofman G (2003) Three-dimensional variability of soil nitrate-nitrogen in an agricultural field. Biol Fert Soils 37:147–153
go back to reference Veronesi F, Corstanje R, Mayr T (2012) Mapping soil compaction in 3D with depth functions. Soil Till Res 124:111–118CrossRef Veronesi F, Corstanje R, Mayr T (2012) Mapping soil compaction in 3D with depth functions. Soil Till Res 124:111–118CrossRef
go back to reference Waiser TH, Morgan CL, Brown DJ, Hallmark CT (2007) In situ characterization of soil clay content with visible near-infrared diffuse reflectance spectroscopy. Soil Sci Soc Am J 71(2):389–396CrossRef Waiser TH, Morgan CL, Brown DJ, Hallmark CT (2007) In situ characterization of soil clay content with visible near-infrared diffuse reflectance spectroscopy. Soil Sci Soc Am J 71(2):389–396CrossRef
go back to reference Wäldchen J, Schöning I, Mund M, Schrumpf M, Bock S, Herold N, Schulze ED (2012) Estimation of clay content from easily measurable water content of air-dried soil. J Plant Nutr Soil Sci 175:367–376CrossRef Wäldchen J, Schöning I, Mund M, Schrumpf M, Bock S, Herold N, Schulze ED (2012) Estimation of clay content from easily measurable water content of air-dried soil. J Plant Nutr Soil Sci 175:367–376CrossRef
go back to reference Wang H, Ju X, Wei Y, Li B, Zhao L, Hu K (2010) Simulation of bromide and nitrate leaching under heavy rainfall and high-intensity irrigation rates in North China Plain. Agric Water Manage 97(10):1646–1654CrossRef Wang H, Ju X, Wei Y, Li B, Zhao L, Hu K (2010) Simulation of bromide and nitrate leaching under heavy rainfall and high-intensity irrigation rates in North China Plain. Agric Water Manage 97(10):1646–1654CrossRef
go back to reference Wang Y, Lu S, Ren T, Li B (2011) Bound water content of air-dry soils measured by thermal analysis. Soil Sci Soc Am J 75:481–487CrossRef Wang Y, Lu S, Ren T, Li B (2011) Bound water content of air-dry soils measured by thermal analysis. Soil Sci Soc Am J 75:481–487CrossRef
go back to reference Wuddivira MN, Robinson DA, Lebron I, Bréchet L, Atwell M, De Caires S, Tuller M (2012) Estimation of soil clay content from hygroscopic water content measurements. Soil Sci Soc Am J 76:1529–1535CrossRef Wuddivira MN, Robinson DA, Lebron I, Bréchet L, Atwell M, De Caires S, Tuller M (2012) Estimation of soil clay content from hygroscopic water content measurements. Soil Sci Soc Am J 76:1529–1535CrossRef
go back to reference Zhu Y, Weindorf DC, Zhang W (2011) Characterizing soils using a portable X-ray fluorescence spectrometer: 1. Soil texture. Geoderma 167–168:167–177CrossRef Zhu Y, Weindorf DC, Zhang W (2011) Characterizing soils using a portable X-ray fluorescence spectrometer: 1. Soil texture. Geoderma 167–168:167–177CrossRef
Metadata
Title
Three-dimensional mapping of clay content in alluvial soils using hygroscopic water content
Authors
Chong Chen
Kelin Hu
Weidong Li
Zhoujing Li
Baoguo Li
Publication date
01-04-2015
Publisher
Springer Berlin Heidelberg
Published in
Environmental Earth Sciences / Issue 8/2015
Print ISSN: 1866-6280
Electronic ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-014-3720-9

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