A reference application for Engineers!!!!!!!

You can carry-out to 2D&3D ordinary and universal kriging operations with simplicity caused of optional variogram models as 'linear,power,spherical,gaussian,exponential' established of pykrige...Thus,I present a spatial interpolation application to 2D ordinary kriging operation with powerful variogram model of pykrige;

Data Structure;

Note.Program is reading  a .txt file.So,I shortly summary that for critic point about your record step;

Thus,produced a "datafilename"  file at folder into your desktop which requiring for reading by program;

Other step is about transfer of some dbase files based on mapping...I present as clear about steps required for this application;

I think that a problem about this steps is not subject.Thus,latest condition of your desktop folder;

In this point,I summaries about condition of File Explorer frame with processes carried-out at Spyder Console;

Also,structure as a whole of program;

Note.I especially emphasize to Basemap via Red arrow at program!!!

By the way,I summary about  condition of Variable explorer;

And finally,Conclusions of IPython Console on compilation as a whole of Program;

 Also,You will evaluate about advantages established of .shp file!!!