We then cluster nearby spikes into groups, as there are often short gaps between spikes that are from small scale variability in wind direction rather than gaps in emissions. A separate background estimate is created for each group of spikes, which is taken to be the average of the concentration values immediately preceding and following the group. The background estimate for each group is then subtracted from all concentration values within the group.