Heavy-duty, non-woven abrasive discs used for aggressive surface preparation and removal of materials. These discs utilize an open-web, high-strength fiber structure with abrasive minerals, such as silicon carbide or aluminum oxide, to remove rust, paint, coatings, mill scale, and adhesives without significantly altering the underlying base material.