dear all,
I have a raster GIS map converted to points. Now, I am trying to
calculate
the nearest neighbor distance for every point to a cluster of points
within
this map. Since the number of points is more than two millions, I am
wondering whether there is a computation efficient way to do this.
The following is what the data looks like:
point_id,x_coord,y_coord,class
675,-821292,6896866,GL
738,-819294,6895866,GL
803,-819294,6894867,GL
804,-818295,6894867,GL
805,-817296,6894867,GL
806,-816297,6894867,RCK
873,-818296,6893867,GL
874,-817297,6893867,GL
875,-816298,6893868,RCK
876,-815299,6893868,RCK
877,-814300,6893868,RCK
878,-813300,6893868,GL
945,-817297,6892867,GL
946,-816298,6892868,RCK
947,-815299,6892868,RCK
948,-814300,6892868,RCK
949,-813301,6892868,GL
950,-812302,6892869,GL
951,-811303,6892869,GL
1021,-816298,6891868,RCK
1023,-814300,6891868,RCK
1024,-813301,6891869,GL
1025,-812302,6891869,GL
1027,-810304,6891869,GL
1028,-809305,6891870,GL
1029,-808306,6891870,GL
1098,-816299,6890868,RCK
1099,-815300,6890868,RCK
1100,-814301,6890868,GL
1101,-813302,6890869,GL
............................................
I want to calculate, for example, the nearest distances for all GL
points to
the RCK class.
X.W.
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