This can depend on the facility, but spill kits should be stored as close as possible to where liquids are stored. For example, oil-only spill kits should be stored as close as possible to where the oil-based liquids are.
Portable spill kits, however, are meant to be stored in vehicles for quick and easy access to absorbents in job sites.