A developer of a non-residential development exempted from the non-residential development fee pursuant to the Statewide Non-Residential Development Fee Act shall be subject to the fee at such time as the basis for the exemption no longer applies, and shall make the payment of the non-residential development fee, in that event, within three years after that event or after the issuance of the final certificate of occupancy of the non-residential development, whichever is later.