Support BigTIFF for image_to_cog (#963)

* Support BigTIFF for image_to_cog

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Update BIGTIFF option

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

leafmap/common.py

@@ -3716,13 +3716,14 @@ def image_to_geotiff(image, dst_path, dtype=None, to_cog=True, **kwargs) -> None
         image_to_cog(dst_path, dst_path)
 
 
-def image_to_cog(source, dst_path=None, profile="deflate", **kwargs):
+def image_to_cog(source, dst_path=None, profile="deflate", BIGTIFF=None, **kwargs):
     """Converts an image to a COG file.
 
     Args:
         source (str): A dataset path, URL or rasterio.io.DatasetReader object.
         dst_path (str, optional): An output dataset path or or PathLike object. Defaults to None.
         profile (str, optional): COG profile. More at https://cogeotiff.github.io/rio-cogeo/profile. Defaults to "deflate".
+        BIGTIFF (str, optional): Create a BigTIFF file. Can be "IF_SAFER" or "YES". Defaults to None.
 
     Raises:
         ImportError: If rio-cogeo is not installed.
@@ -3752,6 +3753,11 @@ def image_to_cog(source, dst_path=None, profile="deflate", **kwargs):
     dst_path = check_file_path(dst_path)
 
     dst_profile = cog_profiles.get(profile)
+    if "dst_kwargs" in kwargs:
+        dst_profile.update(kwargs.pop("dst_kwargs"))
+
+    if BIGTIFF is not None:
+        dst_profile.update({"BIGTIFF": BIGTIFF})
     cog_translate(source, dst_path, dst_profile, **kwargs)