This is what the depth of a field is:
Depth of field is the portion of that distance or 'depth' that is 'in-focus'. A higher depth of field would see the whole image from foreground to background sharp and in focus, a lower depth would result in blurry backgrounds and blurred elements in the foreground too.
(Credits to FXhome.com)
Or, in math the depth of a feild is this (screenshot below & credits to Wikepedia)
Hope I could help