What is the difference between spatial interpolation and trend surface analysis?
For example, I read a scientific study that applied a neural network to estimate a surface solely based on the x and y coordinates, claiming that they do spatial inteprolation. However, to my understanding this is trend surface analysis, because Tobler's law is not considered.
Am I right?! Is the difference between these two that spatial interpolation takes neighboring observations into account?