What changes in real operation
Temperature inversions, humidity gradients, coastal weather, height, and path alignment shape the duct. Signals may be very strong yet confined to particular elevations or corridors.
The shortcut that causes trouble
Any extended VHF contact is not automatically a duct; ordinary enhancement, diffraction, aircraft scatter, and Sporadic E can produce different behavior.
Put it into practice
Watch weather and propagation maps, compare multiple beacons and bands, note path direction and station height, and log how the opening changes before assigning the mechanism.
Use current equipment instructions, battery and controller limits, measurement references, operating rules, and observed propagation. Planning values and propagation labels are not guarantees.