Geotiff that is located out of bounds of the specified coordinate system is incorrectly resized

[ilopata1]

Description

I have a Geotiff with a CRS of NAD83 / Wisconsin South (ftUS). The file can be downloaded from
this link.

However, the CRS was incorrectly assigned to this image. The actual location was in NAD83 / Illinois West (ftUS).

When I attempt to read and display this image using the code below, the image is incorrectly resized and, as a consequence, the image is not displayed (view limits and data limits are consequentially miscalculated also)

I understand that the correct CRS should have been assigned. If it had been, the image would, of course, display correctly. However, I would expect a warning of some kind instead of a failure with this image.

Code to reproduce

import os
import matplotlib.pyplot as plt
import cartopy.crs as ccrs
import rasterio
import numpy as np

fname = r'image.tif'

fig = plt.figure(figsize=(8, 12))

with rasterio.Env():
    with rasterio.open(fname, 'r') as src:

        #Get the epsg code from the source file
        code = src.crs.to_epsg()
       
        try:
            projection = ccrs.epsg(code)
        except:
            raise ValueError("Error converting EPSG code")

        img = src.read()
        img = np.transpose(img, [1,2,0])

        ax = plt.axes(projection=projection)

        # Fetch extent of raster in projection units
        xmin, ymin, xmax, ymax = src.bounds
        print("Image size in data coords before imshow",xmax - xmin,"x",ymax - ymin)
        img_extent = [xmin,xmax,ymin,ymax]
        
        # Add the image.     
        image = ax.imshow(img, origin='upper', extent=img_extent, transform=projection)

        xmin, xmax, ymin, ymax = image.get_extent()
        print("Image size in data coords after imshow", xmax - xmin,"x",ymax - ymin)
        
        plt.show()

I believe this may be a bug. If I apply the following change to geoaxes.py the issue is resolved, but I have no idea what other problems such a change may cause.

index 18e38a4..13643d8 100644
--- "a/geoaxes.py"
+++ "b/geoaxes.py"
@@ -1310,7 +1310,8 @@ class GeoAxes(matplotlib.axes.Axes):
                 raise ValueError('Expected a projection subclass. Cannot '
                                  'handle a %s in imshow.' % type(transform))

-            target_extent = self.get_extent(self.projection)
+            target_extent = img.get_extent(self.projection)
             regrid_shape = kwargs.pop('regrid_shape', 750)
             regrid_shape = self._regrid_shape_aspect(regrid_shape,
                                                      target_extent)

Full environment definition

Operating system

Windows 11

Cartopy version

Python=3.9
Cartopy=0.22
Matplotlib=3.8.2
PyProj=3.6.1