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Mr Tom Owton


My PhD involves the mappnig of social vulnerability to flooding in urban environments using Deep Learning using the Python library Tensorflow. Deep Learning is a relatively new form of analysis. Here I plan to use Deep Learning to recognise variables associated with Social Vulnerability using brightness at night, satellite imagery and digital elevation data, with these being trained on data from household surveys.