Some general characteristics exhibited by environmental data
Trends (e.g. long term, systematic changes over time or space)
Periodicity (Seasonal, Diurnal, other regular periodic behavior?)
Continuous variation (vs. intermittent where there is a finite chance of a zero value))
Random behavior (that may include time dependent behavior, called stochasticity)