A system and method for measuring the moisture of a harvested crop, such as hay, in the pre-compression chamber of a harvesting apparatus, such as a large square hay baler. Measurement at this time provides a highly accurate and reliable moisture reading. The apparatus disclosed includes two or more sensors disposed at separate positions in the pre-compression chamber. The sensors sense electrical conductivity or RF wave transmission through the hay in the pre-compression chamber.