Standardising Data Collection for Beekeeping Research (2D)

This 2D companion drives the exact same sampling model as the 3D apiary: a top-down grid of hives, each firing a probe on schedule into a live data-dictionary log, so you can watch protocol adherence — timing jitter, dropout and measurement noise — degrade a dataset in real time even though the underlying colonies never change.