Groundwater extraction relies on understanding aquifer properties such as transmissivity $(T = K \cdot b,$ where $K$ is hydraulic conductivity and $b$ is aquifer thickness$)$ and storage coefficient $(S).$ For steady-state radial flow to a fully penetrating well in a confined aquifer, discharge is governed by Thiem’s Equation: $$Q = \frac{2 \pi \cdot T \cdot (s_1 - s_2)}{\ln(r_2 / r_1)}$$ Where $s_1$ and $s_2$ are drawdowns at observation wells at radial distances $r_1$ and $r_2$ from the pumping well. Under unsteady-state non-equilibrium conditions, flow is analyzed using Theis’ Equation $(s = \frac{Q}{4 \pi \cdot T} \cdot W(u)),$ where $W(u)$ is the exponential integral well function with parameter $u = \frac{r^2 \cdot S}{4 \cdot T \cdot t}.$ Over-exploitation of alluvial and hard-rock aquifers across states like Punjab, Haryana, and Tamil Nadu has caused severe groundwater depletion and saline water intrusion. Modern hydrogeological monitoring under India's Atal Bhujal Yojan...