CHAPTER 5 GRAPHICAL ANALYSIS OF DRAWDOWN CURVES Graphical analysis has long had an important place in the evaluation of well tests; e.g. the semi-log straight-line methods used for the Jacob (1946), Hvorslev (1951), and Bouwer and Rice (1976) analyses. Today, inverse methods are widely used to estimate hydrologic parameters from well test data. Inverse methods are fast and simple to use if appropriate codes are available, but they may be confounded if an inappropriate model is selected for the inversion. Graphical methods are more time intensive, but they are readily implemented in the field and are not limited by software availability. Graphical techniques promote inspection of field data and encourage a preliminary interpretation of well test data that can be used to identify a model that would be appropriate for more rigorous analysis. As a result, graphical analysis still has an important place in the analysis of many well tests, and the analysis of tests conducted near idealized heterogeneities is no exception. Graphical methods were developed to determine the properties of the regions in 2Domain and 3-Domain models, and a method was also used to determine the distance to the contact. These analyses make use of drawdown plotted as a semi-log function of time. Type of Discontinuity Contrast Discontinuity contrasts occur where either the transmissivity of the region containing the well is greater than the neighboring region, or where the transmissivity of the region containing the well is less than that of the neighboring region. The type of contrast can be determined by the shape of the time-drawdown curves for both 2-domain and 3-domain heterogeneities, although there are some limitations. 2-Domain Model A 2-Domain heterogeneity can be identified by two straight lines on semi-log plots of drawdown and time, and the relationship between the slopes of the curves gives the type of contrast. An increase in slope from one straight segment to the next indicates that the transmissivity of the neighboring region is greater than that of the region near the well, whereas a decrease indicates that the opposite is true (Fig 5.1). It is important to point out that the drawdown record from observation wells that are outside of the critical region will lack an early straight line. A variation in apparent storativities among different monitoring wells will be one indication of heterogeneities, but it will be difficult to recognize the type of heterogeneity using simple graphical methods when a limited number of piezometers are available from outside the critical region. 94 16 No-Flow 14 High to Low 12 transmissivity 10 sd Tr = 10 Tr = 1 8 Tr = 0.1 6 Constant 4 Head Low to High transmissivity 2 0 0.1 1 10 100 1000 10000 100000 td Figure 5.1 Semi-log dimensionless time-drawdown curve. Increase in slope where Tr > 1.0 and decrease in slope where Tr < 1.0. 95 3-Domain Model The type of strip contrast, either low or high, can also be determined by the shape of the time-drawdown curve. A 3-Domain model can be identified by two semi-log straight-lines of equal slope separated by a transition period that either shifts the curve up or down, provided aquifer properties in region 1 and 3 are equal and the observation point is within the critical region. When the strip transmissivity is greater than the surrounding matrix, the transitional portion shifts the curve up. When the strip transmissivity is less than the surrounding matrix, the transitional portion shifts the curve down (Fig 5.2). The magnitude of the shift is related to transmissivity ratio, Tr = Tm/Ts. Curves resulting from a conductive strip resemble those from a storativity contrast (Figs. 4.3 and 4.14). Estimate Properties of the Formations The semi-log straight-line method is well suited to analyzing drawdown data from a simple confined aquifer. This is because on a semi-log plot, the time-drawdown data for a well in a homogeneous, infinite aquifer will be a straight-line. It has long been known that it is possible to determine the T and S of an infinite aquifer by matching a straight line to the time-drawdown data (Cooper and Jacob, 1946). The x-intercept of the straight-line, along with the related change in drawdown and slope is used to determine the aquifer properties. The transmissivity is obtained from T 2.3Q 4s (39) 96 16 No-Flow 14 12 10 sd Tr = 10 Low Transmissivity Strip Tr = 1 Tr = 0.1 8 6 Constant Head 4 High Transmissivity Strip 2 0 0.1 10 1000 100000 td homogeneous T1/T2=0.1 Figure 5.2 no-flow CH T1/T2=10 Dimensionless semi-log time-drawdown curves for 3-Domian model showing a high and low transmissivity strip. The low transmissivity strip shifts upward to a late-time straight-line where as the high transmissivity strip shifts downward. 97 and storativity from S 2.25Tt o r2 (40) where Q is the pumping rate, s is the change in drawdown over one log10 cycle, to is the x-intercept of the straight-line along the slope of the drawdown, and r is the distance between the pumping well and the observation point (Cooper and Jacob, 1946). It seems possible to extend the graphical approach of Cooper and Jacob (1946) to determine the properties of idealized heterogeneous aquifers. Numerical well tests were conducted using the grid design and solution presented in Chapter 2. Data for the 2Domain and 3-Domain models were plotted on semi-log graphs using dimensionless drawdown and dimensionless time. This semi-log straight-line analysis was performed on each observation point for a variety of transmissivity ratios for both the 2-Domain and 3-Domain model. 2-Domain Model When the observation point is within a critical region near the well (defined in Chapter 4, Fig. 4.13), the data consist of two straight-lines with different slopes. However, only one straight-line occurs when the observation point is outside of the critical region. The semi-log straight-line analysis was used at observation points inside and outside of the critical region for several transmissivity ratios to estimate the hydraulic properties of an idealized heterogeneous aquifer. 98 Observation Inside Critical Region The drawdown curve forms a semi-log straight-line at both early and late times when observation points are within the critical region (Fig. 4.1). The slope of the earlytime semi-log straight-line is inversely proportional to T1, whereas the slope of the latetime semi-log straight-line is inversely proportional to the arithmetic average of the transmissivity of the two regions (Nind, 1965; Fenske, 1984; Streltsova, 1988). The transmissivity and storativity of the local region can be calculated from the early-time semi-log straight-line segment using equations (39) and (40) when the time-drawdown data is plotted on semi-log axis, provided the local region is relatively homogeneous (Maximov, 1962; Fenske, 1984). Properties used in the 2-Domain numerical well test are T1 = 1, S1 = 0.017, T2 = 0.1, and S2 = 0.017. Observation points defined in Chapter 2 (Fig. 2.1) were used as well as two additional observation points at (x = L/2, y = L) and (x = L, x = L). The example within the critical region is for a radial distance, r, of 0.25L = 3.75. The x-intercept for the early-time semi-log straight-line, to1, was 0.1 and the change in drawdown over 1 log cycle, s1, was 2.2 (Fig. 5.3). Substituting these into equations (39) and (40) results in T1 = 1.04 and S1 = 0.016. These results are within a relative percent error of 4% for T and 6% for S. The x-intercept for the late-time semi-log straight-line, to2 = 0.65, and the drawdown over 1 log-cycle was s2 = 4.1. Substituting these into equations (39) and (40) results in T2 = 0.56 and S2 = 0.104. These results are within a relative percent error of – 44% for T and 512% for S. From these results it seems that the early straight-line closely predicts the properties of the local region, however, the late straight-line is a poor prediction of the 99 14 12 to = 0.65 s = 4.1 10 sd 8 6 to = 0.1 s = 2.2 4 2 0 0.01 0.1 1 10 100 1000 tdL x = 0.25L Figure 5.3 Dimensionless time-drawdown for a 2-Domain model with x-intercepts (to) and change in drawdown (s) from an observation point within the critical region. Tr = 10. 100 properties of the neighboring region. The arithmetic average of T is 0.55, which is essentially the same as the value obtained by analyzing the well test data. Observation Outside Critical Region The early-time semi-log straight-line segment is absent and only a late-time segment is present when observation points are outside of the critical region (Fig. 4.5). The semi-log straight-line analysis was used on the late time straight segment to evaluate hydraulic properties. Data was used from the numerical well test discussed above for an observation point located at r = L. The x-intercept was to = 2.7, while the s remained the same as that for the observation point in the critical region, s = 4.1. Substituting these into equations (39) and (40), gives T = 0.56, and S = 0.025 (Fig. 5.4). These results are within a relative percent error of –44% for T and 1488% for S. The T determined using the late straight line and equation (39) for r = L, is essentially the same value determined for r = 0.25L at late time. The above procedure was carried out at several observation points in both the local and neighboring regions (Fig. 5.5). The x-intercept and s determined for each observation point is in Table 5.1 along with the T and S values determined using equations (39) and (40) for both early and late time. It is clear that the apparent transmissivity at all locations using the late-time semi-log straight-line is the arithmetic average of the two regions. The storativity calculated at each location is different from the S that was used in the model that generated the data. The apparent storativity can be higher, lower, or equal to the true storativity value depending on the difference in 101 12 10 to = 2.7 s = 4.1 sd 8 6 4 2 0 0.01 0.1 1 10 100 1000 10000 tdL x=L Figure 5.4 Dimensionless time-drawdown for a 2-Domain model with x-intercept (to) and change in drawdown (s) from an observation point outside the critical region. Tr = 10. 102 TL=0.55 SL=0.029 TL=0.55 SL=0.021 Fig. 5.3. Transmissivity and Storativity determined using the Jacob method for various piezometer locations. Subscript E denotes properties determined using the early-time semi-log straight-line. Subscript L denotes properties determined using the late-time semi-log straight-line. TE=1 L SE=0.0179 TL=0.55 SL=0.25 TE=1 SE=0.0179 TL=0.55 SL=0.136 TL=0.55 SL=0.06 L Figure 5.5 TL=0.55 SL=0.025 TL=0.55 SL=0.068 TL=0.55 SL=0.021 L Map view of 2-Domain model with T and S calculated using the semi-log straight-line method for each observation points. Points within the critical region have two semi-log straight-lines, the subscript E denotes values calculated from the early-time semi-log straight-line and L denotes values calculated from the late-time semi-log straight-line. 103 Observation r Point 0.125L 1.94 toE sE TE SE toL sL TL SL 0.1 2.2 1.04 0.018 0.65 4.2 0.55 0.25 0.25L 3.88 0.12 2.3 1 0.018 0.91 4.2 0.55 0.136 0.5L 7.75 -- -- -- -- 1.6 4.2 0.55 0.06 L 15.5 -- -- -- -- 2.7 4.2 0.55 0.025 1.1L 17.05 -- -- -- -- 2.7 4.2 0.55 0.021 2L 31 -- -- -- -- 29 4.2 0.55 0.068 0.5L, L 17.33 -- -- -- -- 3.9 4.2 0.55 0.029 L, L 21.92 -- -- -- -- 4.5 4.2 0.55 0.021 Table 5.1 x-intercept, to, and change in head, s, with corresponding apparent T and S value of early (E) and late (L) straight-line for each observation point. Actual values are T1 = 1.0, T2 = 0.1, S1 = S2 = 0.017. 104 diffusivity and location of the observation point (Maximov, 1962; Streltsova, 1988; Fenske, 1984). Capabilities and Limitations The semi-log straight-line method can provide useful information regarding the hydraulic properties of an aquifer containing two homogeneous regions if the observation point is located within the critical region. The transmissivity and storativity of the local region can be determined from the early-time straight-line when the observation point is within 0.25 times the distance between the well and discontinuity. The arithmetic average of the T can be determined from the late-time straight-line. Thus, in order to determine the properties of an aquifer, measurements must be taken within the critical region. With the average transmissivity, Ta, from the late-time semi-log straight-line, and T1 from the early-time semi-log straight-line, the transmissivity of the neighboring region can be determined T2 2Ta T1 (41) In addition to having the observation point within the critical region, the well test must run long enough for a second semi-log straight-line to occur in order to determine the properties of the neighboring region. The average transmissivity will be the only property that the semi-log straight-line method can predict if the only observation points are outside of the critical region. Thus, an observation point should be located within the critical region to obtain the most information about an aquifer with a planar discontinuity. The storativity of the neighboring region will be inaccurate using the semi-log straight105 line method and equation 40. The apparent storativity can be predicted analytically by rearranging (18), although details are beyond the scope of this thesis. 3-Domain Model There are two semi-log straight-lines during simulated pumping tests in a 3domain aquifer, similar to those of the 2-Domain model, when the observation point is within the critical region. However, unlike the 2-Domain model, the slope of the line at late time is equal to that of the early-time semi-log straight-line. It is noteworthy that properties of the aquifer on either side of the vertical strip are the same for all the analyses conducted in this work. As with the 2-Domain model, there is only one semilog straight-line when the observation point is outside of the critical region. The semi-log straight-line analysis was used at each observation point for several transmissivity ratios to estimate the hydraulic properties of the heterogeneous aquifer. Observation in the Pumping Well Region The semi-log straight-line method was used on both segments for an observation point in the critical region and for an observation point outside the critical region. Within the critical region, data were used from a curve generated when Tm = 1 and Ts = 0.1, Sm = Ss = 0.017. The distance r for this example is 0.125L = 1.94. The xintercept for the early-time semi-log straight-line, to1, was 0.028 and the change in drawdown over 1 log cycle, s1, was 2.3 (Fig. 5.6). Substituting these values into equations (39) and (40) results in Tm = 0.999 and Sm = 0.0167. These results are within a 106 x = 0.125L 107 14 to=0.09 S = 0.054 s = 2.3 T = 1 12 10 sd 8 6 to=0.028 S = 0.017 s = 2.3 T = 1 4 2 0 0.001 0.01 0.1 1 10 100 1000 10000 100000 tdL Figure 5.6 Dimensionless time-drawdown for 3-Domain model showing time intercepts and change in drawdown from an observation point within the critical region. Tr = 10, w = 0.65L. 108 relative error of –0.1% for T and –1.8% for S. The x-intercept for the late-time semi-log straight-line, to2 = 0.015, and the s2 = 2.3. Substituting these values into equations (39) and (40) results in the same T value as that predicted by the early-time semi-log straightline, Ts = 0.999, however Ss = 0.008. These results are within a relative percent error of – 0.1% for T and –53% for S. The semi-log straight-line method was utilized from the same numerical well test as above at observation point L. The x-intercept to = 0.019, whereas the s remained the same as that for the observation point in the critical region, s = 2.4. Substituting these into equations (39) and (40), the Tm = 0.999, whereas Sm = 1.9 X 10-4 (Fig. 5.7). It is apparent that the transmissivity is correct, but the S is both different from the value determined at 0.25L and different from the value used to generate the data. The late-time straight line yields a T that is the same as the early time. This result is actually consistent with the findings from the tests conducted in a 2-domain aquifer, where the slope of the late-time straight line gave the arithmetic average of T. The 3domain model consists of two semi-infinite matrix regions enveloping a strip of contrasting properties. The average transmissivity of this system will approach the transmissivity of the matrix as the area affected by the test increases. This is because the late-time semi-log straight-line predicted an arithmetic average of the two semi-infinite regions enveloping the strip. Where the hydraulic properties of region 1 equal the properties of region 3, the late-time semi-log straight-line is parallel to the early-time semi-log straight-line. This gives the same slope, and thus the same T. 109 10 9 8 to= 0.4 s=2.4 7 sd 6 5 4 3 2 1 0 0.001 0.01 0.1 1 10 100 1000 10000 tdL x=L Figure 5.7 Dimensionless time-drawdown for 3-Domain model showing time intercept and change in drawdown from an observation point outside the critical region. Tr = 10, w = 0.65L 110 Observation in the Strip A plot of the data from the numerical well test used above from the observation point in the strip (r = L + w/2 = 20.5, with w = 0.65L; L = 15.5) has only one semi-log straight-line (Fig 4.18). The x-intercept is to = 2.6, whereas the s remained the same as that for the observation points in region 1, s =2.3. Substituting these into equations (39) and (40), gives Tm = 0.999, and Sm = 0.014 (Fig. 5.8). These results are within a relative percent error or –0.1% for T and –18% for S. Interestingly, the matrix transmissivity is determined using the semi-log straightline analysis even when the observation point is within the heterogeneity itself. The storativity is similar to that obtained using the straight-line analysis, although it is slightly less. Observation in Region 3 The observation points beyond the strip in region 3, as those outside the critical region, also show only one semi-log straight-line (Fig. 4.20). A plot of the data from the numerical well test from above was used to evaluate the hydraulic properties using the observation point r = 2L + w = 41 where w = 0.65L = 10. The x-intercept was to = 33, while the s is similar to that obtained at the observation points in both region 1 and the strip, s = 2.1. Substituting these into equations (39) and (40), the Tm = 1.1, and the Sm = 0.04 (Fig. 5.9). These results are within a relative error of 10% for T and 135% for S. Observation points on the opposite side of the strip as the pumping well also produce the 111 7 6 to=2.8 s=2.3 5 sd 4 3 2 1 0 0.1 1 10 100 1000 tdL x = L + w/2 Figure 5.8 Dimensionless time-drawdown for 3-Domain model showing time intercept and change in drawdown from an observation point within the strip. Tr = 10, w = 0.65L. 112 3.5 3 2.5 to=33 s=2.1 sd 2 1.5 1 0.5 0 1 10 100 1000 tdLdL x = 2L + w Figure 5.9 Dimensionless time-drawdown for 3-Domain showing time intercept and change in drawdown from an observation point in region 3. Tr = 10, w = 0.65L 113 same T value as the observation point in region 1 and the strip. However, the S predicted using the semi-log straight-line differs from the value used in the numerical well test. Estimating Properties of the Strip The transmissivity of the strip is obscured using the semi-log straight-line analysis, but it seemed feasible to develop an alternative approach that could also be conducted graphically. It was established in Chapter 4 that the maximum slope of a semi-log plot can be related to the conductivities of the matrix and a less permeable strip using eq. (37) The minimum slope of the plot can be related to the contrast in conductivities where the strip is more permeable than the matrix using eq. (38). The observations in Chapter 4 establish that the conductance of the strip, which is the ratio of the hydraulic conductivity of the strip to its width, is the variable that is determined when the conductivity of the strip is less than the matrix. It is the transmissiveness of the strip, defined as the product of the conductivity and the width that is determined when the conductivity of the strip is greater than the matrix. The strip conductance, C, or transmissivness, Tss, equations (33) and (34), can be determined from the value determined for Tssd or Cd, Km, and the distance from the pumping well to the strip, L. If the width of the strip is known, the hydraulic conductivity of the strip, Ks, can be determined. 114 Capabilities and Limitations In a 3-domain model, the semi-log straight-line method can be used to determine the storativity of the area near the pumping well when the early-time semi-log straightline from an observation point in the critical region is used. The late-time semi-log straight-line, regardless of which region the observation point is in, gives different prediction of S. When the properties in region 1 are equal to those in region 3, the latetime semi-log straight-line from any observation point will yield the transmissivity of the matrix. If the properties in region 3 differed from those of region 1, the T calculated using the late-time semi-log straight-line would be the arithmetic average of the two regions (Butler and Liu, 1991), based on the conclusions made from the 2-domain analysis in Chapter 4. The two semi-log straight-lines show only the properties of the two semi-infinite regions, thus this method cannot be use to determine the properties of the strip. The minimum or maximum slope of the dimensionless time-drawdown curve can be used to determine the transmissivity of the strip. Estimate Location and Distance to a Vertical Contact The location and distance of a vertical contact can be estimated using timedrawdown curves at several observation points. The location of a vertical contact can be estimated by comparing the drawdown curves from several observation points. The key here is that when plotted, the time data must be divided by the radial distance between the pumping well and observation point squared. Drawdown plotted using this axis will form separate curves when a lateral heterogeneity is present, but they will form the same curve when the aquifer is laterally homogeneous. The type of discontinuity contrast is 115 important when determining the approximate location of the contact. Where Tr > 1.0, the observation point with the least amount of drawdown will be the nearest to the contact (Fig 5.10a). Where Tr < 1.0, the observation point with the most drawdown will be the closest to the contact (Fig 5.10b). Methods for determining the distance to a planar discontinuity have been described by investigators in the petroleum industry (e.g., Horner, 1951; Gray, 1965; Earlougher and Kazemi, 1980; Streltsova, 1988; and Duong, 1990). A straight-line is drawn through each of the two semi-log straight-line segments. The point in time when these two lines intersect (Fig 5.11) is a critical time, tc, that gives the distance between the pumping well and the contact using (Streltsova, 1988) L t cT1 S11.78 (42) The critical time can be determined only when observation points are within the critical region. Non-Uniqueness of Drawdown Curves It is important to point out that the drawdown curves presented in this and previous chapters are non-unique. For example, drawdown curves from an aquifer with a overlying leaky confining unit without storage resembles the behavior of a curve from the constant head case (Streltsova, 1984). Drawdown curves produced in a dual porosity media have the same signature as the type curves presented for the 3-Domain model (Streltsova, 1988) in Chapter 4. Similarly, drawdown curves from well tests in 116 4 sd 3 2 1 0 0.1 10 a 1000 100000 1000 100000 tdt/rd 2 20 sd 15 10 5 0 0.1 10 b td/r2 WEL L Figure 5.10 Time-drawdown curves with time scaled to r2 showing the neighboring region in graph and local region in white on the piezometer location map. a) Shows less drawdown in the black piezometer closet to the high transmissivity-neighboring region. b) Shows greater drawdown in the black piezometer closet to the low transmissivity-neighboring region. 117 14 12 10 sd 8 tc = 7.3 6 4 2 0 0.01 0.1 1 10 100 1000 tdL x = 0.125L Figure 5.11 Dimensionless time-drawdown of a 2-Domain model showing the xintercept of the two semi-log straight-lines, tc. Tr = 10. 118 unconfined aquifers with delayed yield from storage (Neuman, 1975), and from aquifers with overlying leaky confining units with storage (Streltsova, 1984) produce curves that are similar to the type curves of the 3-Domain model (Fig. 5.12). As a result, it is probably impossible to identify a lateral heterogeneity using a drawdown curve from one well because it could be produced by several other effects in a homogeneous aquifer. Data from several piezometers is the key to identifying a lateral heterogeneity. Plotting the data as a function of t/r2 will reduce the data to a single curve where the aquifer is laterally homogeneous, even in the presence of delayed yield, leaky confining layers or dual porosity. However, drawdown data plotted with respect to t/r2 will form different curves in the presence of lateral heterogeneities. 119 Dual Porosity Overlying Leaky Layer without storage Unconfined Aquifer w/delay yield from storage Overlying Leaky Layer with storage s s t Figure 5.12 t Sketches of time-drawdown curves produced by different geologic conditions. Dual Porosity (Streltsova, 1988); Overlying Leaky Layer without storage (Streltsova, 1984); Unconfined Aquifer w/delay yield from storage (Neuman, 1975); Overlying Leaky Layer w/storage (Streltsova, 1984). 120