I want to interpolate isotope data of precipitation and display it on a map. The data are available as a CSV file.
Country Latitude Longitude Altitude Sample Name Date H2 Year month dates
5 DE 511.622 149.506 238 199706 15.06.1997 -71.7 1997 6 1997-06-15
6 DE 511.622 149.506 238 199707 15.07.1997 -70.1 1997 7 1997-07-15
7 DE 511.622 149.506 238 199708 15.08.1997 -64.5 1997 8 1997-08-15
8 DE 511.622 149.506 238 199709 15.09.1997 -39.1 1997 9 1997-09-15
9 DE 511.622 149.506 238 199710 15.10.1997 -56.4 1997 10 1997-10-15
... ... ... ... ... ... ... ... ... ... ...
4995 DE 490.422 121.019 365 201304 15.04.2013 -41.86 2013 4 2013-04-15
4996 DE 490.422 121.019 365 201305 15.05.2013 -68.03 2013 5 2013-05-15
4997 DE 490.422 121.019 365 201306 15.06.2013 -54.98 2013 6 2013-06-15
4998 DE 490.422 121.019 365 201307 15.07.2013 -39.23 2013 7 2013-07-15
4999 DE 490.422 121.019 365 201308 15.08.2013 -46.93 2013 8 2013-08-15
With the package Pykrige I could make first interpolations, but I want my data to be interpolated and displayed similar to the R package:
https://bookdown.org/content/782/introduction.html.
Is there a similar package for Python, which is often used in geostatisics to represent chemicals in precipitation? I ask this because I have not found anything myself.