I am doing spatial interpolation with a group of points.
Some points have complete observation of events:
- for a period of 24 hours we have observed N events in each point. These points have N events.
While others are incomplete:
- for a period of 6 hours we have observed M events in each point. This means that these points have >= M events, since we don't have 24h of observation we just know what is the value for the minimum amount of events.
Although the second group of points have incomplete observations, they are still important for the interpolation. I would like to use them in the spatial interpolation (kriging or co-kriging) with the condition that these are not complete observations.
I would like to interpolate new points and use both complete (24h) and incomplete (6h) points. How can I take into consideration, in a spatial interpolation, points that are incomplete?
How can this be done?