Programs are ongoing to develop sensor payloads for autonomous underwater vehicles (AUV’s) that can be used to detect trace levels of chemicals in the marine environment, including explosives or toxins. Research is focused on optimizing displacement immunoassays for small molecules using high-throughput microfabricated components, engineered antibodies and receptors, preconcentration materials, and multiple transduction mechanisms.