TOKYO - Japan's rice inventory in the private sector dropped to 1.56 million tons in June, the lowest since comparable data began in 1999 and a decrease of about 20 percent from a year ago, the farm ministry said Tuesday, with surging inbound tourism driving up demand and last year's summer heat affecting the crop.