For a geographical feature:
* Valley: A low area between hills or mountains.
* Plain: A large area of flat land.
* Depression: A low area in the earth's surface.
For a raised part of something:
* Trough: A long, narrow, hollow, often used to describe the lowest point of a wave.
* Dip: A downward slope or bend.
* Hollow: An empty space within a solid object.
For a line or crest:
* Groove: A long, narrow channel or furrow.
* Crease: A line made by folding something.
* Seam: A line where two pieces of fabric are joined.
To determine the most appropriate antonym, consider the specific context in which "ridge" is used.