An attribute declaration specifies attributes for elements in a DTD. It defines the attribute name, data type or permissible values, and required behavior. For example, an attribute may have a default value if not provided, be optional, or require a value. Notations can label non-XML data types and unparsed entities can import binary files. Together DTDs and entities provide a schema to describe document structure and relationships.