Non-steroidal anti-inflammatory drugs block prostaglandin synthesis and so remove this tonic dilatation. The result is renal vasoconstriction.
Prostaglandins are powerful vasodilators and there is a normal tonic level of vasodilation in the renal blood vessels, which is caused by prostaglandins.