Creating density heatmaps for geographical data
On Tue, Oct 19, 2010 at 11:58 AM, Karl Ove Hufthammer <karl at huftis.org> wrote:
And though the ?window? element of ?ppp? objects may be of use to some people, I haven?t had any use for it. The annoying thing here is that the constructor doesn?t generate the window automatically, based on the extent / bounding box of the data, and don?t have an *option* for doing this, either. Whenever I have used ?spatstat? (not too often), I have had to spend too much time looking up how the window should be specified. Having [0,1] ? [0,1] as the *default* window, and excluding any points outside this does seems like a strange design decision.
I had this 'argument' with Rolf and Adrian a few years ago during a very nice stay in Perth with them. spatstat is not about (geo)spatial data - it's about statistical point pattern analysis. A statistical point pattern is only well-defined when there's a window. Otherwise it aint a point pattern. And spatstat doesn't have any business with non-spatial point patterns! :) There's a lot of functionality in spatstat that people want to use in other contexts, such as some of the transformations or window manipulation functions, and I think these could be usefully taken out and put into a package that works with sp-class objects. But ppp objects are perfectly understandable and sensible if all you do is point pattern analysis! Barry