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Potential vorticity (PV) elegantly describes synoptic‐ and planetary‐scale dynamics, but it has received less attention on smaller scales. On the convective scale, PV is characterised by dipoles associated with convective cells. We show that the PV dipoles are statistically significant and associated with statistically significant flow anomalies. Our hypothesis is that there is a coherent evolution...