Adjusting for an unmeasured confounder is generally intractable problem, but in the spatial setting it may be possible under certain conditions. In this paper, we derive necessary conditions on coherence between treatment variable of interest and that ensure causal effect estimable. We specify our model assumptions spectral domain to allow different degrees confounding at resolutions. The key a...
