I don't think that even the US military constantly monitors vast tracts of empty ocean on the off chance that a plane might crash there.
Furthermore, as your article mentions, they decommissioned some of that because it was too expensive and didn't serve much purpose with the end of the cold war. Even those guys' budgets are not unlimited.