 
          3019
        
        
          Technical Committee 215 /
        
        
          
            Comité technique 215
          
        
        
          t
        
        
          = 168 h (no
        
        
          dye)
        
        
          t
        
        
          = 0 h (no dye)
        
        
          t
        
        
          = 0 h (dye)
        
        
          t
        
        
          = 168 h (dye)
        
        
          
            Proceedings of the 18
          
        
        
          
            th
          
        
        
          
            International Conference on Soil Mechanics and Geotechnical Engineering, Paris 2013
          
        
        
          of two cameras, two 500 W lights were turned on, and one
        
        
          picture was taken with each camera (one with a λ = 450 nm
        
        
          band-
        
        
          pass filter, and the other one with a λ = 640 nm one). To
        
        
          account for differences in lighting, a Kodak gray scale and a
        
        
          Gretamacbeth white balance card were placed next to each soil
        
        
          sample, and were part of each picture as well. Both cameras
        
        
          were set to manual mode so that aperture, shutter speed and
        
        
          white balance were kept constant. Room temperature was kept
        
        
          at 20 °C and humidity at 70%. Pictures were recorded in NEF
        
        
          format and then were exported to TIFF format using ViewNX
        
        
          1.5.0. The TIFF images were then analyzed by an ad-hoc
        
        
          program written in MATLAB Release 2007a. Graphics were
        
        
          prepared for each NAPL, comparing water and NAPL
        
        
          saturation versus optical density values, for each wavelength.
        
        
          Figure 2 shows the plots corresponding to one of our analyzed
        
        
          NAPLs, N-decane, for both 450 and 640 nm. The linear fit for
        
        
          the first graphic (450 nm) has a coefficient of determination
        
        
          
            R
          
        
        
          2
        
        
          = 0.89, and for the second one (640 nm),
        
        
          
            R
          
        
        
          2
        
        
          = 0.96, showing
        
        
          that, as predicted by equation (3), the relationship between
        
        
          water and NAPL saturation, and optical density is linear. The
        
        
          regression equations and corresponding values for the
        
        
          coefficients of determination (
        
        
          
            R
          
        
        
          2
        
        
          ) for the ten studied NAPLs are
        
        
          as shown in Table 2.
        
        
          6 COLUMN TESTS
        
        
          Once linear relationships between water and NAPL saturation
        
        
          values, and optical density, were confirmed for a broad
        
        
          spectrum of NAPLs, we can apply the
        
        
          
            Simplified Image
          
        
        
          
            Analysis Method
          
        
        
          to study the behavior of different NAPLs in
        
        
          whole domains. Five NAPLs (Diesel 2, Ethylbenzene, Low
        
        
          Viscosity Paraffin, N-decane, and Paraffin Liquid) were
        
        
          selected for the column tests based on their diverse viscosity
        
        
          values (1.4 <
        
        
          ν
        
        
          < 170 mPa∙s), and dens
        
        
          ities (0.730 <
        
        
          ρ
        
        
          < 0.880
        
        
          g/cm
        
        
          3
        
        
          ). Similar amount of each NAPL (28 g) was injected from
        
        
          the top of their corresponding column and subjected to two
        
        
          cycles of Drainage-Imbibition in separate 3.5 × 3.5 × 40 cm
        
        
          columns (Figure 3) filled with fully saturated Toyoura Sand.
        
        
          Both drainage stages lasted 72 hours (
        
        
          
            h
          
        
        
          = -5 cm), and both
        
        
          imbibition stages lasted 24 hours (
        
        
          
            h
          
        
        
          = 40 cm). Total duration of
        
        
          each test was 192 hours. Two simultaneous pictures were taken
        
        
          of each column every 30 minutes, and were analyzed following
        
        
          the
        
        
          
            Simplified Image Analysis Method
          
        
        
          described in Flores
        
        
          
            et al
          
        
        
          (2011). Saturation distributions of NAPL and water for the
        
        
          whole domains were plotted for all cases at
        
        
          
            t
          
        
        
          = 0, 72, 96, 168,
        
        
          and 192 hours, representing initial conditions, end of the first
        
        
          drainage, end of the first imbibition, end of the second drainage,
        
        
          and end of the second imbibition. Saturation distribution
        
        
          graphics of N-decane are shown in Figure 4, but similar
        
        
          graphics were prepared for all NAPLs.
        
        
          Figure 3. Column design (top) and Experimental setup (bottom)
        
        
          Figure 4. NAPL (
        
        
          
            S
          
        
        
          
            o
          
        
        
          ) and Water (
        
        
          
            S
          
        
        
          
            w
          
        
        
          ) saturation distribution matrices at
        
        
          different times, for N-decane
        
        
          3.5cm
        
        
          Aluminum
        
        
          Glass
        
        
          10cm
        
        
          15cm
        
        
          15cm
        
        
          5cm
        
        
          5cm
        
        
          Spillway Ø1cm
        
        
          Stainless Mesh
        
        
          50cm
        
        
          Glass
        
        
          CROSS SECTION
        
        
          SIDE VIEW
        
        
          FRONT VIEW
        
        
          500W Floodlights
        
        
          Digital Cameras
        
        
          Band-Pass Filters
        
        
          Sand
        
        
          Water Table
        
        
          50cm
        
        
          Variable Height (
        
        
          h
        
        
          )
        
        
          Table 2.
        
        
          Regression equations for different NAPLs, for wavelengths λ = 450 nm and 640 nm
        
        
          
            NAPL
          
        
        
          
            
              D
            
          
        
        
          
            450
          
        
        
          
            
              R
            
          
        
        
          
            2
          
        
        
          
            
              D
            
          
        
        
          
            640
          
        
        
          
            
              R
            
          
        
        
          
            2
          
        
        
          Diesel 2
        
        
          0.0180
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0035
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.2457
        
        
          0.83
        
        
          0.0030
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0025
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.1283
        
        
          0.95
        
        
          Ethylbenzene
        
        
          0.0175
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0007
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.0680
        
        
          0.81
        
        
          0.0033
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0037
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.1220
        
        
          0.90
        
        
          Low Viscosity Paraffin
        
        
          0.0160
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0008
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.0710
        
        
          0.89
        
        
          0.0029
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0036
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.1300
        
        
          0.93
        
        
          Motor Oil
        
        
          0.0150
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0006
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.0750
        
        
          0.91
        
        
          0.0028
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0033
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.1300
        
        
          0.92
        
        
          N-decane
        
        
          0.0150
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0008
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.0700
        
        
          0.89
        
        
          0.0033
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0040
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.1200
        
        
          0.96
        
        
          N-dodecane
        
        
          0.0160
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0007
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.0700
        
        
          0.88
        
        
          0.0030
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0035
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.1300
        
        
          0.95
        
        
          NEOVAC
        
        
          0.0140
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0008
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.0700
        
        
          0.85
        
        
          0.0025
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0036
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.1300
        
        
          0.95
        
        
          Nitrobenzene
        
        
          0.0130
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0007
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.0730
        
        
          0.85
        
        
          0.0026
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0036
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.1300
        
        
          0.94
        
        
          Paraffin Liquid
        
        
          0.0140
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0007
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.0087
        
        
          0.88
        
        
          0.0026
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0040
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.1360
        
        
          0.96
        
        
          Silicone Oil
        
        
          0.0120
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0009
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.0690
        
        
          0.93
        
        
          0.0023
        
        
          
            S
          
        
        
          
            o
          
        
        
          + 0.0040
        
        
          
            S
          
        
        
          
            w
          
        
        
          + 0.1200
        
        
          0.97