No, NRIs cannot invest in SGB. As per RBI guidelines, only Resident Individuals, HUFs, Trusts, Charitable Institutions and Universities are allowed to invest in sovereign gold bond schemes.
Individual investors who have done changes in status from residential to NRI may continue to hold SGB till early redemption/maturity. They are not entitled for new investment.