FFMEPG crop: Invalid too big or non positive size for width '1920' or height '1040'

Question

I run into a strange issue with a particular file in FFMPEG. When I try and crop it down a little I get:

[Parsed_crop_0 @ 000002ad60c27980] Invalid too big or non