Humidity Transients signal correction model advice

Hi

I am working with some electronic chemical no2 sensor.

These sensor are effected by both temperture and humdity, Temperture is fairly simple to correct as its linear, but humdity introduce transients spikes, as shown in the extract from any application note. Has anyone worked on anything similar to correct a signal?

Thanks