Each installment of an assessment remaining unpaid at the time of the delinquent sale may be called and collected in the manner provided in this part, except that no parcel sold and conveyed to the county treasurer as trustee for the district at the delinquency sale shall, during the period so held, be sold by the county treasurer for delinquent installments.