> These points were created from a GPX file along a road journey so they 
> crudely map to a line string  

"Map matching" is the term often used to describe the process of assigning 
noisy Gpx points to underlying road network.  


My problem is a bit more involved.

The GPX points represent the national cycle network in the UK. These points 
cover roads/tracks/paths and all sorts and as such I cannot really snap to map. 
Creating line strings from the points will possibly cause errors as well as I 
think there will be a lot of cases where the wrong points are joined. 

I think the safest method is to remove densely distributed points from the 
current set until they all have a KNN value of > X. This will not create a 
completely even distribution but will ensure that no points are created in the 
wrong place which may be the case with line interpolation. 

Can anyone help me with a query to do this?
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