Ensuring the Safety of an Extraction Well from an Upgradient Point Source of Pollution in a Computationally Constrained Setting
Abstract
:1. Introduction
2. Materials and Methods
2.1. Conceptual Framework
- Regional flow is steady, e.g., the direction and the magnitude of the regional flow do not vary seasonally or with precipitation;
- The shallow aquifer is homogeneous and isotropic in the x- and y-directions;
- Flow can be considered as two-dimensional (depth-integrated);
- The extraction rate of the well is constant over time;
- The rate at which the point source introduces water into the aquifer (which we will hereafter call the hydraulic loading rate) is constant over time.
2.2. Mathematical Model and Non-Dimensionalization
2.3. Exact Determination of for Specified Values of α and
2.4. Development of Approximate Analytical Equations = f () and ymin = f (xps)
- A simple-but-accurate approximate analytical solution will be deployable by constituencies that do not have adequate computer access to implement the exact solution;
- A suitably simple analytical equation explicitly articulates the dependence of on and α, whereas the “exact” procedure does not. Thus, the analytical equation may yield insights into the physics of the problem and/or may enable estimation of important conditions or criteria;
- As will be seen subsequently, an analytical equation for can be applied to a well-known problem in groundwater hydraulics, enabling a closed-form solution to a problem that previously relied on the solution of a transcendental equation.
3. Results
3.1. Exact Values of for Specified Values of α and
3.2. Closed-Form Approximation for
3.3. Dimensional Form of the Approximate Analytical Equation
4. Discussion
4.1. Application to the Results of Javandel and Tsang [19]
4.2. Comparison with the Results of Cunningham and Reinhard [22]
4.3. Comparison with the Results of Zhang and Wang [24]
4.4. Application of the Methodology and Equations Presented Herein
4.5. Limitations to This Analysis
- Application of Equation (9) or Equation (11) requires the user to have reliable estimates of the magnitude and direction of regional groundwater flow. This knowledge might not be readily available in some contexts;
- Equations are derived by assuming that both the magnitude and direction of the regional flow are steady over time, e.g., any seasonal variations in the regional flow must be small. In some situations, particularly for shallow unconfined aquifers such as those considered here, the direction of regional flow can vary significantly over time. In these situations, Equations (9) and (11) could still be applied to assess the risk of well contamination, but the equations would need to be applied for each of the most “extreme” possible flow directions to ensure that the well is protected regardless of the flow direction;
- The injection rate of the point source and the extraction rate of the well are assumed to be steady in time. This is probably not realistic. However, this limitation can be overcome by assuming that the point source and the well always operate at or near their maximum flow rates. That will result in a conservative estimate of ymin that is protective of health;
- The hydraulic conductivity in the vicinity of the well and the point source are assumed to be sufficiently homogeneous that heterogeneity has negligible effects on the flow field. In environments that exhibit high degrees of heterogeneity even at small scales, the equations derived here might not apply;
- The equations derived here account only for a single point source, a single extraction well, and regional groundwater flow. Therefore, any other features that affect the local flow field (e.g., recharge zones, physical barriers to flow, additional wells) would have to be sufficiently far away that they do not impact the groundwater flow in the vicinity of the point source and the extraction well.
5. Conclusions
- For constituencies with adequate computer resources, we have presented a computer-based method capable of finding ymin exactly (to within the tolerance of a computer-based root-finding algorithm);
- For constituencies lacking reliable access to computing resources, we have presented a simple approximate closed-form expression for ymin;
- The simple algebraic solution for ymin was shown to provide an excellent approximation to the exact solution. The average relative error of the approximate solution is less than 3% for the conditions we considered. For a subset of scenarios in which the point source is sufficiently far upgradient of the well (n = 77), the root mean square relative error of the approximate solution is only 0.52%;
- We found that ymin depends on the upgradient separation distance xps between the point source and the latrine, as well as a length parameter that we call L. The length parameter L is easily computed from the hydraulic loading rate of the point source, the extraction rate of the well, and the regional groundwater flow rate, as shown in Equation (12);
- If ymin > L/2, then the well and the point source are guaranteed to be hydraulically disconnected regardless of the upgradient separation distance xps;
- The methodology and equations presented here enable the siting of a proposed well or a proposed point source at a location that protects the quality of the water extracted by the well and hence protects the health of the users of the well.
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Appendix A. MATLAB® Codes for Constituencies with Necessary Computer Access
Appendix B. Comparison of Computer-Based and Equation-Based Estimates of
α = 0 | α = 0.1 | |||
---|---|---|---|---|
Exact (Computer-Based) Value of | Analytical Estimate of | Exact (Computer-Based) Value of | Analytical Estimate of | |
0 | 0.2500 | 0.2500 | 0.2906 | 0.2750 |
0.25 | 0.3489 | 0.3596 | 0.3836 | 0.3892 |
0.5 | 0.3938 | 0.4024 | 0.4298 | 0.4364 |
1 | 0.4347 | 0.4394 | 0.4742 | 0.4784 |
1.5 | 0.4533 | 0.4560 | 0.4951 | 0.4977 |
2 | 0.4637 | 0.4655 | 0.5071 | 0.5088 |
3 | 0.4750 | 0.4759 | 0.5202 | 0.5211 |
4 | 0.4810 | 0.4815 | 0.5272 | 0.5278 |
5 | 0.4845 | 0.4850 | 0.5316 | 0.5319 |
7 | 0.4889 | 0.4891 | 0.5367 | 0.5368 |
10 | 0.4913 | 0.4922 | 0.5406 | 0.5406 |
α = 0.2 | α = 0.5 | |||
---|---|---|---|---|
Exact (Computer-Based) Value of | Analytical Estimate of | Exact (Computer-Based) Value of | Analytical Estimate of | |
0 | 0.3278 | 0.3000 | 0.4285 | 0.3750 |
0.25 | 0.4176 | 0.4183 | 0.5155 | 0.5034 |
0.5 | 0.4652 | 0.4697 | 0.5680 | 0.5663 |
1 | 0.5130 | 0.5168 | 0.6262 | 0.6284 |
1.5 | 0.5363 | 0.5389 | 0.6569 | 0.6591 |
2 | 0.5499 | 0.5517 | 0.6757 | 0.6774 |
3 | 0.565 | 0.5660 | 0.6972 | 0.6983 |
4 | 0.5732 | 0.5737 | 0.7091 | 0.7098 |
5 | 0.5782 | 0.5786 | 0.7167 | 0.7172 |
7 | 0.5842 | 0.5844 | 0.7257 | 0.7259 |
10 | 0.5888 | 0.5889 | 0.7327 | 0.7328 |
α = 1 | α = 2 | |||
---|---|---|---|---|
Exact (Computer-Based) Value of | Analytical Estimate of | Exact (Computer-Based) Value of | Analytical Estimate of | |
0 | 0.5792 | 0.5000 | 0.8570 | 0.7500 |
0.25 | 0.6691 | 0.6404 | 0.9560 | 0.9050 |
0.5 | 0.7299 | 0.7193 | 1.0311 | 1.0068 |
1 | 0.8050 | 0.8049 | 1.1360 | 1.1327 |
1.5 | 0.8486 | 0.8505 | 1.2046 | 1.2073 |
2 | 0.8767 | 0.8788 | 1.2524 | 1.2568 |
3 | 0.9105 | 0.9121 | 1.3139 | 1.3182 |
4 | 0.9299 | 0.9310 | 1.3514 | 1.3548 |
5 | 0.9424 | 0.9433 | 1.3765 | 1.3792 |
7 | 0.9577 | 0.9581 | 1.4079 | 1.4095 |
10 | 0.9697 | 0.9699 | 1.4334 | 1.4343 |
15 | 0.9795 | 0.9795 | 1.4545 | 1.4549 |
20 | 1.4654 | 1.4656 | ||
25 | 1.4721 | 1.4723 | ||
30 | 1.4767 | 1.4767 |
α = 5 | α = 10 | |||
---|---|---|---|---|
Exact (Computer-Based) Value of | Analytical Estimate of | Exact (Computer-Based) Value of | Analytical Estimate of | |
0 | 1.6392 | 1.5000 | 2.9064 | 2.7500 |
0.25 | 1.7568 | 1.6728 | 3.0383 | 2.9324 |
0.5 | 1.8577 | 1.8099 | 3.1585 | 3.0920 |
1 | 2.0211 | 2.0137 | 3.3698 | 3.3584 |
1.5 | 2.1469 | 2.1579 | 3.5491 | 3.5717 |
2 | 2.2462 | 2.2653 | 3.7030 | 3.7464 |
3 | 2.3917 | 2.4146 | 3.9526 | 4.0153 |
4 | 2.4922 | 2.5135 | 4.1455 | 4.2128 |
5 | 2.5652 | 2.5838 | 4.2984 | 4.3638 |
7 | 2.6636 | 2.6771 | 4.5236 | 4.5798 |
10 | 2.7497 | 2.7584 | 4.7420 | 4.7840 |
15 | 2.8251 | 2.8298 | 4.9510 | 4.9773 |
20 | 2.8658 | 2.8686 | 5.0709 | 5.0884 |
25 | 2.8912 | 2.8930 | 5.1482 | 5.1606 |
30 | 2.9085 | 2.9098 | 5.2021 | 5.2112 |
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Nenninger, C.; Mihelcic, J.R.; Cunningham, J.A. Ensuring the Safety of an Extraction Well from an Upgradient Point Source of Pollution in a Computationally Constrained Setting. Water 2024, 16, 2645. https://doi.org/10.3390/w16182645
Nenninger C, Mihelcic JR, Cunningham JA. Ensuring the Safety of an Extraction Well from an Upgradient Point Source of Pollution in a Computationally Constrained Setting. Water. 2024; 16(18):2645. https://doi.org/10.3390/w16182645
Chicago/Turabian StyleNenninger, Christopher, James R. Mihelcic, and Jeffrey A. Cunningham. 2024. "Ensuring the Safety of an Extraction Well from an Upgradient Point Source of Pollution in a Computationally Constrained Setting" Water 16, no. 18: 2645. https://doi.org/10.3390/w16182645
APA StyleNenninger, C., Mihelcic, J. R., & Cunningham, J. A. (2024). Ensuring the Safety of an Extraction Well from an Upgradient Point Source of Pollution in a Computationally Constrained Setting. Water, 16(18), 2645. https://doi.org/10.3390/w16182645