Characterizing surface soil water with field portable diffuse reflectance spectroscopy

Journal of Hydrology

Volumn 391, Issue 1-2, 2010, Pages 133-140

  Zhu, Yuanda ^a   Weindorf, David C ^a   Chakraborty, Somsubhra ^a   Haggard, Beatrix ^a   Johnson, Stephanie ^a   Bakr, Noura ^a  

^a LOUISIANA STATE UNIVERSITY   (United States)

Author keywords

Diffuse reflectance spectroscopy; Regression; Soil moisture; Surface soil water content

Indexed keywords

CROSS VALIDATION; DIFFUSE REFLECTANCE SPECTROSCOPY; DIRECT MEASUREMENT; MODELING ACCURACY; MOISTURE LEVEL; MOISTURE RANGE; NATURAL LOGARITHMS; NATURAL SOILS; NATURAL SURFACE; PARTIAL LEAST-SQUARE REGRESSION; REGRESSION; SAMPLE SETS; SINGLE WAVELENGTH; SOIL BLOCKS; SOIL PROPERTY; SOIL SURFACES; SOIL TEXTURES; SOIL WATER; SOIL WATER CONTENT; SURFACE REFLECTANCE; SURFACE SOIL; SURFACE SOIL MOISTURE; SURFACE SOIL WATER CONTENT; UNIVERSAL MODEL; WATER AND ENERGIES; WATER DYNAMICS; WAVEBANDS;

ALGEBRA; FORECASTING; GEOLOGIC MODELS; MOISTURE DETERMINATION; REFLECTION; REGRESSION ANALYSIS; SAMPLING; SOIL MOISTURE; SPECTROSCOPY; SURFACE WATERS; TEXTURES; UNDERWATER SOILS;

WATER CONTENT;

ACCURACY ASSESSMENT; CALIBRATION; DIFFUSION; EVAPORATION; NONLINEARITY; NUMERICAL MODEL; REFLECTANCE; REGRESSION ANALYSIS; SOIL MOISTURE; SOIL TEXTURE; SOIL WATER; SPECTROSCOPY; SURFACE WATER; WATER CONTENT; WAVELENGTH;

EID: 77956188830     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2010.07.014     Document Type: Article

References (34)

1. Atherton R.J., Baird A.J., Wiggs G.F.S. Inter-tidal dynamics of surface moisture content on a meso-tidal beach. J. Coastal Res. 2001, 17(2):482-489.
2. Bishop J.L., Pieters C.M., Edwards J.O. Infrared spectroscopic analyses on the nature of water in montmorillonite. Clays Clay Min. 1994, 42:702-716.
3. Brown D.J., Shepherd K.D., Walsh M.G., Mays M.D., Reinsch T.G. Global soil characterization with VNIR diffuse reflectance spectroscopy. Geoderma 2006, 132:273-290.
4. Camo, 2006. The Unscrambler User Manual, Camo Software AS, Nedre Vollgate 8, N-0158 OSLO, Norway.
5. Camo Process As, 2006. The Unscrambler 9.0. Nedre Vollgate 8, N-0158 OSLO, Norway.
6. Chang C.W., Laird D.A., Hurburgh C.R. Influence of soil moisture on near infrared reflectance spectroscopic measurement of soil properties. Soil Sci. 2005, 170:244-255.
7. Clark R.N. Spectroscopy of rocks and minerals, and principles of spectroscopy. Remote Sensing for the Earth Sciences: Manual of Remote Sensing 1999, 3-52. John Wiley & Sons, New York. N. Rencz (Ed.).
8. Evett S.R., Tolk J.A., Howell T.A. A depth control stand for improved accuracy with the neutron probe. Vadose Zone J. 2003, 2:642-649.
9. Galagedara, L., Parkin, G., Redman, D., 2004. Measuring and modeling of GPR ground wave depth penetration under transient soil moisture conditions. In: Tenth International Conference on Ground Penetrating Radar, 21-24 June, 2004, Delft, The Netherlands.
10. Gaskin G.J., Miller J.D. Measurement of soil water content using a simplified impedance measuring technique. J. Agric. Eng. Res. 1996, 63:153-160.
11. Gee, G.W., Bauder, J.W., 1986. Particle-size analysis. In: Klute, A. (Ed.), Methods of Soil Analysis, Part 1 - Physical and Mineralogical Methods, second ed., Soil Science Society of America, Madison, Wisconsin, pp. 383-411.
12. Jones J.A., Last I.R., MacDonald B.F., Prebble K.A. Development and transferability of near-infrared methods for determination of moisture in a freeze-dried injection product. J. Pharm. Biomed. Anal. 1993, 11:1227-1231.
13. Khodabux K., L'Omelette M.S.S., Jhaumeer-Laulloo S., Ramasami P., Rondeau P. Chemical and near-infrared determination of moisture, fat and protein in tuna fishes. Food Chem. 2007, 102:669-675.
14. Liu W., Baret F., Gu X., Tong Q., Zheng L., Zhang B. Relating soil surface moisture to reflectance. Remote Sensing Environ. 2002, 81:238-246.
15. Lobell D.B., Asner G.P. Moisture effects on soil reflectance. Soil Sci. Soc. Am. J. 2002, 66:722-727.
16. Morgan C.L.S., Waiser T.H., Brown D.J., Hallmark C.T. Simulated in situ characterization of soil organic and inorganic carbon with visible near-infrared diffuse reflectance spectroscopy. Geoderma 2009, 151:249-256.
17. Muller E., Decamps H. Modeling soil moisture-reflectance. Remote Sensing Environ. 2000, 76:173-180.
18. Namikas L.S., Sherman D.J. A review of the effects of surface moisture content on aeolian sand transport. Desert Aeolian Process 1995, 269-293. Chapman & Hall, New York. V.P. Tchakerian (Ed.).
19. Neema D.L., Shah A., Patel A.N. A statistical optical model for light reflection and penetration through sand. Int. J. Remote Sensing 1987, 8(8):1209-1217.
20. Nelson D.W., Sommers L.E. Total carbon, organic carbon and organic matter. Part 3 - Chemical Methods 1996, 961-1010. Soil Science Society of America, Madison, Wisconsin. D.L. Sparks (Ed.).
21. Ozcep, F., Asci, M., Tezel, O., Yas, T., Alpaslan, N., Gundogdu, D., 2005. Relationships Between Electrical Properties (in situ) and Water Content (in the laboratory) of Some Soils in Turkey.European Geosciences Union General Assembly, Wien, Austria.
22. Ozcep F., Tezel O., Asci M. Correlation between electrical resistivity and soil-water content: Istanbul and Golcuk. Int. J. Phys. Sci. 2009, 4(6):362-365.
23. Parent A.C., Anctil F., Parent L.E. Characterization of temporal variability in near-surface soil moisture at scales from 1 h to 2 weeks. J. Hydrol. 2006, 325:56-66.
24. Planet W.G. Some comments on reflectance measurements of wet soils. Remote Sensing Environ. 1970, 1:127-129.
25. R Development Core Team, 2004. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria (accessed 08.09.09). http://www.cran.r-project.org.
26. Schmutz, P., 2007. Investigation of Utility of Delta-T Theta Probe for Obtaining Surficial Moisture Measurements on Beaches. MS thesis. Louisiana State University, Baton Rouge, LA, USA.
27. Soil Survey Staff, 2009. Natural Resources Conservation Service, United States Department of Agriculture. Official Soil Series Descriptions. USDA-NRCS (accessed 10.09.09). http://ortho.ftw.nrcs.usda.gov/cgi-bin/osd/osdquery.cgi.
28. Stafford J.V., Weaving G.S., Lowe J.C. A portable infra-red moisture meter for agricultural and food materials: part 1, instrument development. J. Agric. Eng. Res. 1989, 43:45-56.
29. Stevens A., van Wesemael B., Vandenschrick G., Toure S., Tychon B. Detection of carbon stock change on agricultural soils using spectroscopic techniques. Soil Sci. Soc. Am. J. 2006, 70:844-850.
30. Stoner, E.R., Baumgardner, M.F., 1980. Physiochemical, Site and Bidirectional Reflectance Factor Characteristics of Uniformly Moist Soils. LARS, Purdue University, West Lafayette, IN, USA.
31. Van der Meer, F., De Jong, S., 2000. Imaging Spectroscopy: Basic Principles and Prospective Applications. Kluwer Academic Publishers, Dordrecht, The Netherlands, 451 p.
32. Whiting M.L., Li L., Ustin S.L. Predicting water content using Gaussian model on soil spectra. Remote Sensing Environ. 2004, 89:535-552.
33. Yang Y., Davidson-Arnott R.G.D. Rapid measurement of surface moisture content on a beach. J. Coastal Res. 2005, 21(3):447-452.
34. Zhu, Y., 2007. Modeling Spatial and Temporal Variations of Surface Moisture Content and Groundwater Table Fluctuations on a Fine-grained Beach, Padre Island, Texas (Dissertation). Louisiana State University, Baton Rouge, LA, USA.