Finding and Tracking a Phytoplankton Patch by a Long-Range Autonomous Underwater Vehicle
Phytoplankton (microscopic algae) play an important role in marine ecology. Resulting from a combination of physical, chemical, and biological processes, the distribution of phytoplankton is patchy, particularly in coastal marine ecosystems. Patches of high chlorophyll represent areas where enhanced...
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Published in: | IEEE journal of oceanic engineering Vol. 47; no. 2; pp. 322 - 330 |
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Main Authors: | , , , , , |
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01-04-2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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Abstract | Phytoplankton (microscopic algae) play an important role in marine ecology. Resulting from a combination of physical, chemical, and biological processes, the distribution of phytoplankton is patchy, particularly in coastal marine ecosystems. Patches of high chlorophyll represent areas where enhanced primary productivity and biogeochemical cycling can occur. The scientific goal is to place observations within these biological hotspots to enable more extensive characterization of the environment and plankton populations. Aerial or satellite remote sensing can detect optical signal originating from phytoplankton within a limited depth range only near the ocean surface, and application of remote sensing is limited by atmospheric clarity. To observe the development of patchy phytoplankton communities in situ , we need the ability to locate and track individual patches. In this article, we present a method for an autonomous underwater vehicle (AUV) to autonomously find and climb on a positive horizontal gradient of chlorophyll to locate and track a phytoplankton patch. In two experiments in 2021, a Tethys -class long-range AUV autonomously located and tracked phytoplankton patches in southern Monterey Bay, CA, USA. The experiments demonstrated effectiveness of the method and pointed to the need for increased onboard adaptiveness in autonomous patch finding and tracking. |
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AbstractList | Phytoplankton (microscopic algae) play an important role in marine ecology. Resulting from a combination of physical, chemical, and biological processes, the distribution of phytoplankton is patchy, particularly in coastal marine ecosystems. Patches of high chlorophyll represent areas where enhanced primary productivity and biogeochemical cycling can occur. The scientific goal is to place observations within these biological hotspots to enable more extensive characterization of the environment and plankton populations. Aerial or satellite remote sensing can detect optical signal originating from phytoplankton within a limited depth range only near the ocean surface, and application of remote sensing is limited by atmospheric clarity. To observe the development of patchy phytoplankton communities in situ , we need the ability to locate and track individual patches. In this article, we present a method for an autonomous underwater vehicle (AUV) to autonomously find and climb on a positive horizontal gradient of chlorophyll to locate and track a phytoplankton patch. In two experiments in 2021, a Tethys -class long-range AUV autonomously located and tracked phytoplankton patches in southern Monterey Bay, CA, USA. The experiments demonstrated effectiveness of the method and pointed to the need for increased onboard adaptiveness in autonomous patch finding and tracking. |
Author | Raanan, Ben-Yair Ryan, John P. Godin, Michael A. Zhang, Yanwu Kieft, Brian Hobson, Brett W. |
Author_xml | – sequence: 1 givenname: Yanwu orcidid: 0000-0002-8773-9275 surname: Zhang fullname: Zhang, Yanwu email: yzhang@mbari.org organization: Monterey Bay Aquarium Research Institute, Moss Landing, CA, USA – sequence: 2 givenname: Michael A. surname: Godin fullname: Godin, Michael A. email: mike@intuaware.com organization: IntuAware, Northampton, MA, USA – sequence: 3 givenname: Brian surname: Kieft fullname: Kieft, Brian email: bkieft@mbari.org organization: Monterey Bay Aquarium Research Institute, Moss Landing, CA, USA – sequence: 4 givenname: Ben-Yair surname: Raanan fullname: Raanan, Ben-Yair email: byraanan@mbari.org organization: Monterey Bay Aquarium Research Institute, Moss Landing, CA, USA – sequence: 5 givenname: John P. orcidid: 0000-0001-7954-5369 surname: Ryan fullname: Ryan, John P. email: ryjo@mbari.org organization: Monterey Bay Aquarium Research Institute, Moss Landing, CA, USA – sequence: 6 givenname: Brett W. orcidid: 0000-0002-6175-8232 surname: Hobson fullname: Hobson, Brett W. email: hobson@mbari.org organization: Monterey Bay Aquarium Research Institute, Moss Landing, CA, USA |
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References | ref13 ref12 ref15 ref14 Wroblewski (ref19) 1975; 7 ref20 ref11 ref22 ref10 ref21 ref2 ref1 ref17 ref18 ref8 ref7 ref9 ref4 ref3 ref6 ref5 Bellingham (ref16) 1990 |
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SubjectTerms | Algae Autonomous underwater vehicle (AUV) Autonomous underwater vehicles Biogeochemical cycles Biological activity Chlorophyll Chlorophylls Coastal ecosystems Ecological effects Legged locomotion locate Marine ecology Marine ecosystems Ocean surface Optical communication Paleoceanography Patches (structures) Phytoplankton phytoplankton patch Plankton Primary production Propulsion Remote observing Remote sensing Satellites Sea measurements Sea surface track Tracking Underwater vehicles |
Title | Finding and Tracking a Phytoplankton Patch by a Long-Range Autonomous Underwater Vehicle |
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