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Change Commission (CCC). These have taken a more prominent role especially after typhoons Ketsana (Ondoy), Parma (Pepeng) and Haiyan (Yolanda). The responsibility for information generation regarding climate hazard/risks and climate change information lies in different departments and agencies, some

that support users making operational decisions in real time. Machine learning offers new ways to capitalise on the value that lies in high volumes of observation data. Models can be trained with multiple data sources allowing simple trialling of new combinations of data types. Once trained, models

, in the Thames Estuary in the UK, which includes London, flooding can occur when high tides coincide with low-pressure weather systems 87 . Areas of low-lying land (floodplains) in the estuary would be at significant risk of flooding if flood defences did not protect them. The Thames Estuary houses critical