 
          3035
        
        
          Technical Committee 215 /
        
        
          
            Comité technique 215
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          2
        
        
          00
        
        
          02
        
        
          00
        
        
          11
        
        
          00
        
        
          11
        
        
          2
        
        
          00
        
        
          20
        
        
          
            c
          
        
        
          
            c c
          
        
        
          
            c c
          
        
        
          
            c
          
        
        
          
            zz
          
        
        
          
            zx
          
        
        
          
            xz
          
        
        
          
            xx
          
        
        
          
            ij
          
        
        
          
            z
          
        
        
          
            M
          
        
        
          
            M xz
          
        
        
          
            M
          
        
        
          
            M
          
        
        
          
            zx
          
        
        
          
            M
          
        
        
          
            M x
          
        
        
          
            M
          
        
        
          
            M
          
        
        
          
            σ
          
        
        
          
            σ
          
        
        
          
        
        
          
        
        
          
        
        
          (4)
        
        
          where
        
        
          
        
        
          
            ij
          
        
        
          is the second order spatial moments.
        
        
          Longitudinal and transverse dispersivities from spatial
        
        
          moments of the distributed tracer plume are calculated as the
        
        
          following equations (5) and (6) under saturated and unsaturated
        
        
          conditions, respectively.
        
        
          
            c
          
        
        
          
            zz
          
        
        
          
            T
          
        
        
          
            c
          
        
        
          
            xx
          
        
        
          
            L
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          2
        
        
          1
        
        
          ,
        
        
          2
        
        
          1
        
        
          
        
        
          
        
        
          (5)
        
        
          
            c
          
        
        
          
            xx
          
        
        
          
            T
          
        
        
          
            c
          
        
        
          
            zz
          
        
        
          
            L
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          
        
        
          2
        
        
          1
        
        
          ,
        
        
          2
        
        
          1
        
        
          
        
        
          
        
        
          (6)
        
        
          where
        
        
          
        
        
          
            L
          
        
        
          is the longitudinal dispersivity,
        
        
          
        
        
          
            T
          
        
        
          is the transverse
        
        
          dispersivity and
        
        
          
        
        
          
            c
          
        
        
          is the travel distance of the center of tracer
        
        
          plume in the mean flow direction at a given time
        
        
          
            t
          
        
        
          .
        
        
          3 DISPERSIVITY IN LABORATORY
        
        
          
            3.1 Longitudinal dispersivity
          
        
        
          The results of longitudinal and transverse dispersivities as a
        
        
          function of travel distance for silica sand and Andisol are shown
        
        
          in Figures 3 and 4, respectively. Longitudinal dispersivity
        
        
          estimates under unsaturated conditions are larger than those
        
        
          under saturated conditions. The increase of dispersivity may be
        
        
          induced from diversity of solute movement due to the effect of
        
        
          air. Several studies have pointed out the same tendency in
        
        
          unsaturated soils (Vanderborght and Vereecken, 2007).
        
        
          Table 3. Soil properties in maize field.
        
        
          Depth from the ground surface
        
        
          20 cm
        
        
          50 cm
        
        
          Dry density (g/cm
        
        
          3
        
        
          )
        
        
          0.95
        
        
          1.13
        
        
          Mean diameter of particle (cm)
        
        
          0.021
        
        
          0.10
        
        
          Uniformity coefficient (-)
        
        
          23.7
        
        
          85.7
        
        
          Hydraulic conductivity (cm/s)
        
        
          0.00884
        
        
          0.0239
        
        
          Porosity (-)
        
        
          0.59
        
        
          0.57
        
        
          Longitudinal dispersivity estimates also exhibit an
        
        
          increasing and decreasing tendency and show a dependency on
        
        
          infiltration rates. Water applied to the ground surface infiltrates
        
        
          and reaches an upper part of dye tracer. Because flow velocity is
        
        
          larger than solute velocity in unsaturated zone and affects the
        
        
          change of tracer migration, shape of dye tracer distribution is
        
        
          shrunk longitudinally. This duration may correspond to the
        
        
          decreasing process of the longitudinal dispersivity. After water
        
        
          reaches a front of dye tracer, dye tracer migrates with interstitial
        
        
          water. However, part of dye tracer has relatively low velocities
        
        
          due to the effect of air. Therefore, shape of dye tracer extends
        
        
          longitudinally, leading to the increase of longitudinal
        
        
          dispersivity estimates. Similar tendency can be seen in Andisol
        
        
          in Figure 4. A difference of the longitudinal dispersivity
        
        
          estimates between silica sand and Andisol is attributed to the
        
        
          difference of the uniformity coefficient.
        
        
          
            3.2 Transverse dispersivity
          
        
        
          Figure 3. Longitudinal and transverse dispersivity estimates
        
        
          with displacement distance in silica sand.
        
        
          As for Figures 3 and 4, transverse dispersivity slightly increases
        
        
          under unsaturated conditions or remains constant under
        
        
          saturated conditions with displacement distance. It is inferred
        
        
          that transverse solute displacement depends largely on mixing
        
        
          of water and air whose distribution varies with the depth. The
        
        
          degree of increase of water content induced from rainfall
        
        
          application decreases as rainfall intensity is lower. Since
        
        
          diversity of solute movement pathway in porous media
        
        
          increases at lower saturation this process would make mobile
        
        
          region of water complicated and result in larger values for
        
        
          longitudinal dispersivity. Hence, transverse dispersion
        
        
          phenomenon under unsaturated conditions is clearly different
        
        
          from longitudinal dispersion phenomenon.
        
        
          4 DISPERSIVITY IN A FIELD
        
        
          
            4.1 Experimental setup
          
        
        
          Developed methodology for quantifying transverse and
        
        
          longitudinal dispersivities was applied to a maize field soil with
        
        
          approximately 100 cm depth from the ground surface under
        
        
          water-unsaturated conditions. Soil cores were taken at the depth
        
        
          of 20 cm and 40 cm. Physical properties are shown in Table 3
        
        
          and water characteristic curves are also shown in Figure 2.
        
        
          Brilliant Blue FCF tracer of 1000 cm
        
        
          3
        
        
          with the initial
        
        
          concentration of 2.0 mg/cm
        
        
          3
        
        
          was leached into the ground
        
        
          surface from two line sources (referred to as Plot 1 and 2) with
        
        
          65 cm length and 3cm depth and subsequent tracer distributions
        
        
          were photographically recorded at vertical soil profiles
        
        
          excavated perpendicular to the line source. Artificial rainfall
        
        
          intensity was set to 0.12 mm/min for the application duration of
        
        
          15 minutes. At a site near Plot 1 and 2, the two relations
        
        
          between the dye concentration and the pixel intensity at the
        
        
          upper and lower zones, which are 3 cm to 40 cm and are 40 cm
        
        
          to 80 cm below the ground surface, respectively, were obtained
        
        
          over the range of 0 mg/cm
        
        
          3
        
        
          to 2mg/cm
        
        
          3
        
        
          . In a similar manner to
        
        
          laboratory tracer experiments, transverse and longitudinal
        
        
          dispersivities were quantified using spatial moments and image
        
        
          processing techniques.
        
        
          Figure 4. Longitudinal and transverse dispersivity estimates
        
        
          with displacement distance in Andisol.
        
        
          10
        
        
          10
        
        
          10
        
        
          10
        
        
          Silica sand
        
        
          Closed symol:
        
        
          
        
        
          Case S-S
        
        
          Case S-1
        
        
          Case S-2
        
        
          Open symol:
        
        
          
        
        
          Case S-3
        
        
          0 5 10 15 20 25 30 35 40 45
        
        
          Displacement distance (cm)
        
        
          10
        
        
          10
        
        
          10
        
        
          10
        
        
          Andisol
        
        
          Closed symol:
        
        
          
        
        
          0 5 10 15 20 25 30 35 40 45
        
        
          Displacement distance (cm)
        
        
          Open symol:
        
        
          
        
        
          Case A-S
        
        
          Case A-1
        
        
          Case A-2
        
        
          Case A-3
        
        
          Case A-4