By utilizing data from a project conducted by Msad InterRisk Research Consulting in partnership with the University of Tokyo and Shibaura Institute of Technology 4, which measures the risk of flooding up to 2050, the probability of flooding up to 2050 is calculated for both the 2oC and 4oC scenarios.