Five years have passed since the accident at Tokyo Electric Power Company Fukushima Daiichi Nuclear Power Station that was triggered by the Great East Japan Earthquake on 11 March 2011. Severe damage to agriculture and the environment is still of great concern in Japanese society. We review the contamination status of agricultural products and soils, decontamination efforts and countermeasures to reduce radiocesium concentration in soil and crops, as well as the responses of Japanese ministries. Since rice is an important staple food for Japanese, the impact of radiocesium on rice (Oryza sativa L.) and paddy fields has been extensively investigated since the accident, and, therefore, issues concerning rice receive considerable attention in this review.