Researchers at the University of Michigan are developing an autonomous unmanned vehicle attached with temperature sensors to define hypoxic or dissolved oxygen areas in Michigan's smaller lakes. Outputs of a coupled hydrodynamic and limnological model will be used to derive a preliminary and optimal sampling path for the boat.