to poverty due to natural disasters, especially typhoons. A wind field model for the Philippines is employed to estimate … from the regression model are then used to estimate ex ante household vulnerability to poverty (the likelihood that … household consumption falls below the poverty line) in the event of future natural disasters of different intensities …