In case a vacancy or vacancies occur in said board by death, failure to appoint, failure to qualify, or resignation of one (1) or more of the members thereof, such vacancy or vacancies shall be filled at once by appointment by the remaining commissioners and said appointee shall serve for the unexpired term or until his successor is elected.