Japanese digital grain moisture meters are used for accurately measuring the moisture content in various grains during processes like purchasing, storage, and processing. These devices ensure grain quality by providing quick, precise readings for grains such as rice, wheat, and corn, and can also measure the temperature of the grain. They are crucial for determining pricing, sorting, and maintaining optimal quality.