  This dissertation will combine new tools and methodologies to answer pressing
questions regarding inundation area and hurricane events in complex,
heterogeneous changing environments. In addition to remote sensing approaches,
citizen science and machine learning are both emerging fields that harness
advancing technology to answer environmental management and disaster response
questions.
