Every model needs ground-truth. The field methods below each measure a different aspect of GW–SW exchange — at different scales, with different uncertainties. Picking the right method (and combining methods) is the standard practice.
Continuous stage and discharge records at one or more points. Differential gaging — measuring Q at the top and bottom of a reach and computing the difference — gives the net gain or loss to/from the aquifer.
A bottomless drum pressed into the streambed, connected to a collapsible bag. Captures all upward (gaining) or downward (losing) flow through the streambed area beneath the drum over a measurement interval.
Vertical arrays of thermistors at multiple depths in the streambed. The diel and seasonal surface-water temperature signal propagates down differently depending on vertical flux direction and magnitude (1‑D analytical or numerical inverse solution).
Drive a small-diameter piezometer below the streambed to measure the head under the stream. Compare to stream stage → vertical hydraulic gradient (VHG). Combined with streambed K (slug test), gives a Darcy flux.
A constant-rate pumping test analyzed with stream-aquifer drawdown solutions (Hunt 1999, Hantush 1965). Observation wells between the well and the stream reveal stream influence as a divergence from Theis drawdown.
Resistivity surveys reveal the geometry of saturated zones, clay lenses, and stream connection. Distributed temperature sensing (DTS) with a fiber-optic cable laid in the streambed maps high-resolution temperature and inferred flux along an entire reach.
Eddy-covariance flux towers, sap-flow sensors, or analysis of nighttime water-table fluctuations (White method) quantify phreatophyte use of shallow groundwater. Critical for the "captured ET" term in the depletion budget (page 03).
Stable isotopes (²H, ¹⁸O, ³H, ¹⁴C) distinguish stream water from groundwater of different ages. Fluorescent dye traces direction and travel time. Useful for confirming connectivity and source mixing in complex reaches.