01.12.2012 Views

Applied numerical modeling of saturated / unsaturated flow and ...

Applied numerical modeling of saturated / unsaturated flow and ...

Applied numerical modeling of saturated / unsaturated flow and ...

SHOW MORE
SHOW LESS

You also want an ePaper? Increase the reach of your titles

YUMPU automatically turns print PDFs into web optimized ePapers that Google loves.

W01420 BAUER ET AL.: ASSESSING FIRST-ORDER RATES<br />

Figure 7. Ensemble medians <strong>of</strong> estimated first-order rate constants L 4 for (a) s Y 2 = 0.38, (b) 1.71,<br />

(c) 2.7, <strong>and</strong> (d) 4.5 for different values <strong>of</strong> a L versus a T. Values for method 3 are obtained using<br />

L 3(a L)=L 4(a L, a T = 0). Medians for L 1 <strong>and</strong> L 2 are depicted in each diagram by dashed <strong>and</strong> dash-dotted<br />

horizontal lines for reference.<br />

region, aL will show lower values. aT grows with travel<br />

distance until aT reaches peak values at about 2.5 lY <strong>of</strong> 0.1,<br />

0.44, 0.69 <strong>and</strong> 1.15 m, respectively. The asymptotic limit<br />

<strong>of</strong> aT is 0. For nonzero but small local dispersivities (aL,T<br />

l 1<br />

Y 1), aL is unaffected or slightly reduced, while aT<br />

increases <strong>and</strong> a non zero long time limit will establish<br />

[Zhang <strong>and</strong> Neuman, 1996]. As the observation wells used<br />

for the investigation <strong>of</strong> the plumes are located within 3.8 to<br />

11.2 lY from the contaminant source, it is expected, that the<br />

asymptotic limits <strong>of</strong> aL <strong>and</strong> aT are not yet reached. Thus<br />

for methods 3 <strong>and</strong> 4, aL values below those listed above<br />

should be used. Similarly, aT values in the range between<br />

the peak values <strong>and</strong> the asymptotic limit should be used<br />

for method 4. As this rough estimation already shows,<br />

applying the stochastically derived values in a real field<br />

case may introduce uncertainty, as the local conditions are<br />

generally not known exactly.<br />

[33] To study the influence <strong>of</strong> dispersivity parameterization<br />

on rate constants estimated with methods 3 <strong>and</strong> 4, the<br />

sensitivity <strong>of</strong> L3 <strong>and</strong> L4 on different values <strong>of</strong> aL <strong>and</strong> aT is<br />

investigated. Because in a real field application these values<br />

11 <strong>of</strong> 14<br />

W01420<br />

will be always uncertain, this investigation is performed as a<br />

sensitivity analysis, which allows to cover a wider range <strong>of</strong><br />

values for aL <strong>and</strong> aT. For aL values <strong>of</strong> 12, 9, 6, 3, 0.8 <strong>and</strong><br />

0.25 m are used, while for aT values <strong>of</strong> 2, 1.15, 1, 0.75, 0.5,<br />

0.3, 0.07 <strong>and</strong> 0 m are used. Thus the range <strong>of</strong> reasonable<br />

values <strong>of</strong> aL <strong>and</strong> aT up to the maximum values for each sY 2<br />

is well represented. Figure 7 presents for each sY 2 the<br />

medians <strong>of</strong> estimated rate constants L3, using L3(aL) =<br />

L4(aL, aT = 0), <strong>and</strong> L4(aL, aT) in dependence on aT for the<br />

different values <strong>of</strong> aL. For reference, also medians for L1<br />

<strong>and</strong> L2 (compare Figure 4) are included. Because method 2<br />

corrects for dispersion as well as for measuring <strong>of</strong>f the<br />

plume center line, but not for errors in the estimated<br />

transport velocity, <strong>and</strong> the same value <strong>of</strong> the transport<br />

velocity is used for all four methods, L2 can be seen as<br />

the optimal lower limit for methods 3 <strong>and</strong> 4. Method 1<br />

involves no correction for longitudinal <strong>and</strong> transverse dispersion<br />

or measuring <strong>of</strong>f the center line. Thus a good<br />

parameterization <strong>of</strong> aL <strong>and</strong> aT for method 4 should result<br />

in rate constant estimates L4 < L1. However, L4 < L2 would<br />

indicate over correction for transverse dispersion.

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!