Title :
Thermocline tracking based on peak-gradient detection by an autonomous underwater vehicle
Author :
Zhang, Yanwu ; Bellingham, J.G. ; Godin, M. ; Ryan, John P. ; McEwen, Robert S. ; Kieft, Brian ; Hobson, Brett ; Hoover, Thomas
Author_Institution :
Monterey Bay Aquarium Res. Inst., Moss Landing, CA, USA
Abstract :
Thermoclines play a key role in ocean circulation, marine ecology, and underwater acoustics. In oceanographic surveys, it is often desirable to detect the thermocline and track its spatio-temporal variation. Mobility of an autonomous underwater vehicle (AUV) makes it an efficient platform for thermocline tracking. In this paper, we present a fully autonomous algorithm for detecting and tracking the thermocline by an AUV. The key is detection of the peak gradient of temperature. We have tested the algorithm by post-processing data from a previous Dorado AUV survey over the northern Monterey Bay shelf. We are in preparation for field tests of the algorithm on the newly developed long-range AUV Tethys.
Keywords :
ecology; oceanographic regions; oceanographic techniques; remotely operated vehicles; spatiotemporal phenomena; underwater sound; underwater vehicles; Dorado autonomous underwater vehicle survey; marine ecology; northern Monterey Bay shelf; ocean circulation; oceanographic surveys; peak-gradient detection; spatiotemporal variation; thermocline tracking; underwater acoustics; Leg; Mathematical model; Noise; Ocean temperature; Temperature measurement; Underwater vehicles; Vehicles; Autonomous underwater vehicle (AUV); peakgradient detection; thermocline;
Conference_Titel :
OCEANS 2010
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-4332-1
DOI :
10.1109/OCEANS.2010.5664545