Lost heavy-duty cordless drill with black and yellow casing and 20V battery near backyard in Chautauqua.

I lost my heavy-duty cordless drill while working on a project in my backyard near Chautauqua. I last used it for some renovations and forgot it outside. It has a black and yellow casing with a 20V battery. I've checked around the area but can't seem to find it.