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5 REASONS YOUR SOIL
TEXTURE ANALYSIS ISN’T
ACCURATE ENOUGH
Leo Rivera, M.S.
METER Group, Inc. USA
PARTICLE SIZE DISTRIBUTION
OF SOILS
SOIL TEXTURE
Particle Size Distribution of Soil (PSD) is a
fundamental soil physical property
• Soil Water Retention
• Hydraulic Conductivity
• Leaching
• Erosion Potential
• Plant Nutrient Storage
• Organic Matter Dynamics
• Carbon-Sequestration Capacity
US Soil Taxonomy
HOW WE HAVE TRADITIONALLY
MEASURED SOIL TEXTURE
• Hand texturing
• Sieving
• Sedimentation Methods (Stokes Law)
• Hydrometer
• Pipette
• Optical Methods
• X-ray attenuation
• Laser diffraction
• VisNIR Spectroscopy
CORE MEASUREMENT
FUNDAMENTALS TO THINK
ABOUT
• Fractional quantification of each particle-
size class
• Several systems of classification
• What is the application?
CORE MEASUREMENT
FUNDAMENTALS TO THINK
ABOUT
• How is the data portrayed
• Soil Handling and Prep
• Dispersing soil into individual primary
particles
• Organic matter removal
• Iron Oxide removal
• Carbonate removal
METHODS
SEDIMENTATION (STOKES’
LAW) BASED METHODS
Aqueous suspension in a sedimentation
cylinder
After homogenization particles settle
Settling velocity depends strongly on particle
size
Stokes Law relates the settling time to the
size of the particles remaining suspended
SEDIMENTATION METHODS
COMMON TECHNIQUES
Hydrometer
Pipette
Integral Suspension Pressure
SEDIMENTATION METHODS
HYDROMETER
Based on hydrometer settling depth (𝛳) over
time (t)
• Solution density changes as particles settle
• Requires a correction in a blank cylinder for
temperature and dispersant solution
Sand fraction separated and quantified
separately
Typical measurement time 24 hrs
𝑋 = 𝜃𝑡 ⁄
'( )
SEDIMENTATION METHODS
HYDROMETER
CHALLENGES
• Manual readings are error prone
• Fixed measurement times
• Disturbance of the sedimentation process
when inserting hydrometer
• Typical accuracy +/- 3%
SEDIMENTATION METHODS
HYDROMETER
CHALLENGES
The dreaded 24-Hour Readings
SEDIMENTATION METHODS
PIPETTE
Gold standard method
Direct sampling technique
• Pipette sub-sample at set depth, h, and
time, t
• H and t represent specific particle sizes
(2, 5, & 20 µm)
Sand fraction separated and quantified
separately
Typical measurement time 6 hrs
SEDIMENTATION METHODS
PIPETTE
CHALLENGES
• Manual readings are error prone
• Fixed measurement times
• Disturbance of the sedimentation process
from inserting pipette
• Typical accuracy +/- 3%
SEDIMENTATION METHODS
INTEGRAL SUSPENSION
High precision pressure transducer
measures density change as particles settle
PSD determined by inverse modeling
Sand fraction separated and quantified
separately
Typical measurement time 8-12 hrs.
SEDIMENTATION METHODS
INTEGRAL SUSPENSION
Pressure Measurement Cumulative Particle Sized Distribution
SEDIMENTATION METHODS
INTEGRAL SUSPENSION
CHALLENGES
Dependent on precision electronics
Potential sources of error
• User error in dry mass calculations
• Lack of temperature equilibrium
• Errors in sand fraction
0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1.0
2 20 200 2,000
Cumulative
relative
mass
(-)
Particle diameter (µm)
Cumulative Particle Size Distribution
SEDIMENTATION METHODS
INTEGRAL SUSPENSION+
Extension of original ISP Method
At a measured time, part of suspension is drained
and oven dried
Improved accuracy integration of drained
suspension
ISP+ method decrease measurement time to
2.5hrs with an accuracy of +/- 0.5%
OPTICAL METHODS
X-Ray Attenuation
Laser Light Scattering (Diffraction)
VisNIR Spectroscopy
OPTICAL METHODS
LASER DIFFRACTION
Particles diffract light at an angle relative to
their size
Light passed through a suspension of soil
Diffracted light related to particle size
distribution (Mie theory)
Typical range is 0.04 to 2000 µm
OPTICAL METHODS
LASER DIFFRACTION
CHALLENGES
• Less representative due to small sample
size
• Very expensive
• Particle orientation can impact
measurement
OPTICAL METHODS
VISNIR SPECTROSCOPY
Laboratory and portable spectrometers allow
for fast measurements
Visible (350-760 nm) and Near infrared light
(760-2500 nm)
Spectral response analyzed using
multivariate calibration models
OPTICAL METHODS
VISNIR SPECTROSCOPY
CHALLENGES
Performance is dependent on the model
Other factors (i.e. soil moisture) can impact
performance
Sample prep in the lab may still be needed
Jason P. Ackerson, C.L.S. Morgan, Y. Ge, Penetrometer-mounted VisNIR spectroscopy:
Application of EPO-PLS to in situ VisNIR spectra, Geoderma, Volume 286, 2017, Pages
131-138, ISSN 0016-7061,
SUMMARY
There are many methods available to measure particle size distribution, all with their
advantages and disadvantages.
You can present soil texture data in many ways. Take into account your audience.
QUESTIONS?
Leo Rivera, M.S.
Director of Scientific Outreach
METER Group, Inc.
2365 NE Hopkins Ct, Pullman, WA 99163
T 509.332.5600
E leo.rivera@metergroup.com
W www.metergroup.com
THANK YOU!

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5 Reasons Your Soil Texture Analysis Isn’t Accurate Enough

  • 1.
  • 2. 5 REASONS YOUR SOIL TEXTURE ANALYSIS ISN’T ACCURATE ENOUGH Leo Rivera, M.S. METER Group, Inc. USA
  • 3. PARTICLE SIZE DISTRIBUTION OF SOILS SOIL TEXTURE Particle Size Distribution of Soil (PSD) is a fundamental soil physical property • Soil Water Retention • Hydraulic Conductivity • Leaching • Erosion Potential • Plant Nutrient Storage • Organic Matter Dynamics • Carbon-Sequestration Capacity US Soil Taxonomy
  • 4. HOW WE HAVE TRADITIONALLY MEASURED SOIL TEXTURE • Hand texturing • Sieving • Sedimentation Methods (Stokes Law) • Hydrometer • Pipette • Optical Methods • X-ray attenuation • Laser diffraction • VisNIR Spectroscopy
  • 5. CORE MEASUREMENT FUNDAMENTALS TO THINK ABOUT • Fractional quantification of each particle- size class • Several systems of classification • What is the application?
  • 6. CORE MEASUREMENT FUNDAMENTALS TO THINK ABOUT • How is the data portrayed • Soil Handling and Prep • Dispersing soil into individual primary particles • Organic matter removal • Iron Oxide removal • Carbonate removal
  • 8. SEDIMENTATION (STOKES’ LAW) BASED METHODS Aqueous suspension in a sedimentation cylinder After homogenization particles settle Settling velocity depends strongly on particle size Stokes Law relates the settling time to the size of the particles remaining suspended
  • 10. SEDIMENTATION METHODS HYDROMETER Based on hydrometer settling depth (𝛳) over time (t) • Solution density changes as particles settle • Requires a correction in a blank cylinder for temperature and dispersant solution Sand fraction separated and quantified separately Typical measurement time 24 hrs 𝑋 = 𝜃𝑡 ⁄ '( )
  • 11. SEDIMENTATION METHODS HYDROMETER CHALLENGES • Manual readings are error prone • Fixed measurement times • Disturbance of the sedimentation process when inserting hydrometer • Typical accuracy +/- 3%
  • 13. SEDIMENTATION METHODS PIPETTE Gold standard method Direct sampling technique • Pipette sub-sample at set depth, h, and time, t • H and t represent specific particle sizes (2, 5, & 20 µm) Sand fraction separated and quantified separately Typical measurement time 6 hrs
  • 14. SEDIMENTATION METHODS PIPETTE CHALLENGES • Manual readings are error prone • Fixed measurement times • Disturbance of the sedimentation process from inserting pipette • Typical accuracy +/- 3%
  • 15. SEDIMENTATION METHODS INTEGRAL SUSPENSION High precision pressure transducer measures density change as particles settle PSD determined by inverse modeling Sand fraction separated and quantified separately Typical measurement time 8-12 hrs.
  • 16. SEDIMENTATION METHODS INTEGRAL SUSPENSION Pressure Measurement Cumulative Particle Sized Distribution
  • 17. SEDIMENTATION METHODS INTEGRAL SUSPENSION CHALLENGES Dependent on precision electronics Potential sources of error • User error in dry mass calculations • Lack of temperature equilibrium • Errors in sand fraction 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 2 20 200 2,000 Cumulative relative mass (-) Particle diameter (µm) Cumulative Particle Size Distribution
  • 18. SEDIMENTATION METHODS INTEGRAL SUSPENSION+ Extension of original ISP Method At a measured time, part of suspension is drained and oven dried Improved accuracy integration of drained suspension ISP+ method decrease measurement time to 2.5hrs with an accuracy of +/- 0.5%
  • 19. OPTICAL METHODS X-Ray Attenuation Laser Light Scattering (Diffraction) VisNIR Spectroscopy
  • 20. OPTICAL METHODS LASER DIFFRACTION Particles diffract light at an angle relative to their size Light passed through a suspension of soil Diffracted light related to particle size distribution (Mie theory) Typical range is 0.04 to 2000 µm
  • 21. OPTICAL METHODS LASER DIFFRACTION CHALLENGES • Less representative due to small sample size • Very expensive • Particle orientation can impact measurement
  • 22. OPTICAL METHODS VISNIR SPECTROSCOPY Laboratory and portable spectrometers allow for fast measurements Visible (350-760 nm) and Near infrared light (760-2500 nm) Spectral response analyzed using multivariate calibration models
  • 23. OPTICAL METHODS VISNIR SPECTROSCOPY CHALLENGES Performance is dependent on the model Other factors (i.e. soil moisture) can impact performance Sample prep in the lab may still be needed Jason P. Ackerson, C.L.S. Morgan, Y. Ge, Penetrometer-mounted VisNIR spectroscopy: Application of EPO-PLS to in situ VisNIR spectra, Geoderma, Volume 286, 2017, Pages 131-138, ISSN 0016-7061,
  • 24. SUMMARY There are many methods available to measure particle size distribution, all with their advantages and disadvantages. You can present soil texture data in many ways. Take into account your audience.
  • 25. QUESTIONS? Leo Rivera, M.S. Director of Scientific Outreach METER Group, Inc. 2365 NE Hopkins Ct, Pullman, WA 99163 T 509.332.5600 E leo.rivera@metergroup.com W www.metergroup.com