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James O'Brien's Projects

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Remote sensing and applying machine learning techniques to generate a housing register of the resolution for the Small Area Population administrative boundaries. The method applied relied upon supervised classification of satellite imagery from 2016 generating a relationship model to the latest official Irish Census. The relationship model was applied to classified satellite imagery from 2017 to generate a housing register and by proxy a population census. The information gathered will aid in short and long-term decision making in relation to future planning.

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