After searching I've still not been able to locate whether it is possible to create bathymetry maps using python. I can't seem to find this feature with Basemap, so would anyone have any clue as to how I can go about doing this, if possible?
Bathymetry maps in Python
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As iFlo mentioned on the comments, you could do it with Matplotlib. I came across these examples: