Exploring the Pacific Arctic Seasonal Ice Zone With Saildrone USVs

More high-quality, in situ observations of essential marine variables are needed over the seasonal ice zone to better understand Arctic (or Antarctic) weather, climate, and ecosystems. To better assess the potential for arrays of uncrewed surface vehicles (USVs) to provide such observations, five wi...

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Published in:Frontiers in Marine Science
Main Authors: Chiodi, Andrew M., Zhang, Chidong, Cokelet, Edward D., Yang, Qiong, Mordy, Calvin W., Gentemann, Chelle L., Cross, Jessica N., Lawrence-Slavas, Noah, Meinig, Christian, Steele, Michael, Harrison, Don E., Stabeno, Phyllis J., Tabisola, Heather M., Zhang, Dongxiao, Burger, Eugene F., O’Brien, Kevin M., Wang, Muyin
Format: Article in Journal/Newspaper
Language:unknown
Published: Frontiers Media SA 2021
Subjects:
Online Access:http://dx.doi.org/10.3389/fmars.2021.640697
https://www.frontiersin.org/articles/10.3389/fmars.2021.640697/full
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spelling crfrontiers:10.3389/fmars.2021.640697 2024-09-15T17:47:19+00:00 Exploring the Pacific Arctic Seasonal Ice Zone With Saildrone USVs Chiodi, Andrew M. Zhang, Chidong Cokelet, Edward D. Yang, Qiong Mordy, Calvin W. Gentemann, Chelle L. Cross, Jessica N. Lawrence-Slavas, Noah Meinig, Christian Steele, Michael Harrison, Don E. Stabeno, Phyllis J. Tabisola, Heather M. Zhang, Dongxiao Burger, Eugene F. O’Brien, Kevin M. Wang, Muyin 2021 http://dx.doi.org/10.3389/fmars.2021.640697 https://www.frontiersin.org/articles/10.3389/fmars.2021.640697/full unknown Frontiers Media SA https://creativecommons.org/licenses/by/4.0/ Frontiers in Marine Science volume 8 ISSN 2296-7745 journal-article 2021 crfrontiers https://doi.org/10.3389/fmars.2021.640697 2024-09-03T04:05:30Z More high-quality, in situ observations of essential marine variables are needed over the seasonal ice zone to better understand Arctic (or Antarctic) weather, climate, and ecosystems. To better assess the potential for arrays of uncrewed surface vehicles (USVs) to provide such observations, five wind-driven and solar-powered saildrones were sailed into the Chukchi and Beaufort Seas following the 2019 seasonal retreat of sea ice. They were equipped to observe the surface oceanic and atmospheric variables required to estimate air-sea fluxes of heat, momentum and carbon dioxide. Some of these variables were made available to weather forecast centers in real time. Our objective here is to analyze the effectiveness of existing remote ice navigation products and highlight the challenges and opportunities for improving remote ice navigation strategies with USVs. We examine the sources of navigational sea-ice distribution information based on post-mission tabulation of the sea-ice conditions encountered by the vehicles. The satellite-based ice-concentration analyses consulted during the mission exhibited large disagreements when the sea ice was retreating fastest (e.g., the 10% concentration contours differed between analyses by up to ∼175 km). Attempts to use saildrone observations to detect the ice edge revealed that in situ temperature and salinity measurements varied sufficiently in ice bands and open water that it is difficult to use these variables alone as a reliable ice-edge indicator. Devising robust strategies for remote ice zone navigation may depend on developing the capability to recognize sea ice and initiate navigational maneuvers with cameras and processing capability onboard the vehicles. Article in Journal/Newspaper Antarc* Antarctic Chukchi Pacific Arctic Sea ice Frontiers (Publisher) Frontiers in Marine Science 8
institution Open Polar
collection Frontiers (Publisher)
op_collection_id crfrontiers
language unknown
description More high-quality, in situ observations of essential marine variables are needed over the seasonal ice zone to better understand Arctic (or Antarctic) weather, climate, and ecosystems. To better assess the potential for arrays of uncrewed surface vehicles (USVs) to provide such observations, five wind-driven and solar-powered saildrones were sailed into the Chukchi and Beaufort Seas following the 2019 seasonal retreat of sea ice. They were equipped to observe the surface oceanic and atmospheric variables required to estimate air-sea fluxes of heat, momentum and carbon dioxide. Some of these variables were made available to weather forecast centers in real time. Our objective here is to analyze the effectiveness of existing remote ice navigation products and highlight the challenges and opportunities for improving remote ice navigation strategies with USVs. We examine the sources of navigational sea-ice distribution information based on post-mission tabulation of the sea-ice conditions encountered by the vehicles. The satellite-based ice-concentration analyses consulted during the mission exhibited large disagreements when the sea ice was retreating fastest (e.g., the 10% concentration contours differed between analyses by up to ∼175 km). Attempts to use saildrone observations to detect the ice edge revealed that in situ temperature and salinity measurements varied sufficiently in ice bands and open water that it is difficult to use these variables alone as a reliable ice-edge indicator. Devising robust strategies for remote ice zone navigation may depend on developing the capability to recognize sea ice and initiate navigational maneuvers with cameras and processing capability onboard the vehicles.
format Article in Journal/Newspaper
author Chiodi, Andrew M.
Zhang, Chidong
Cokelet, Edward D.
Yang, Qiong
Mordy, Calvin W.
Gentemann, Chelle L.
Cross, Jessica N.
Lawrence-Slavas, Noah
Meinig, Christian
Steele, Michael
Harrison, Don E.
Stabeno, Phyllis J.
Tabisola, Heather M.
Zhang, Dongxiao
Burger, Eugene F.
O’Brien, Kevin M.
Wang, Muyin
spellingShingle Chiodi, Andrew M.
Zhang, Chidong
Cokelet, Edward D.
Yang, Qiong
Mordy, Calvin W.
Gentemann, Chelle L.
Cross, Jessica N.
Lawrence-Slavas, Noah
Meinig, Christian
Steele, Michael
Harrison, Don E.
Stabeno, Phyllis J.
Tabisola, Heather M.
Zhang, Dongxiao
Burger, Eugene F.
O’Brien, Kevin M.
Wang, Muyin
Exploring the Pacific Arctic Seasonal Ice Zone With Saildrone USVs
author_facet Chiodi, Andrew M.
Zhang, Chidong
Cokelet, Edward D.
Yang, Qiong
Mordy, Calvin W.
Gentemann, Chelle L.
Cross, Jessica N.
Lawrence-Slavas, Noah
Meinig, Christian
Steele, Michael
Harrison, Don E.
Stabeno, Phyllis J.
Tabisola, Heather M.
Zhang, Dongxiao
Burger, Eugene F.
O’Brien, Kevin M.
Wang, Muyin
author_sort Chiodi, Andrew M.
title Exploring the Pacific Arctic Seasonal Ice Zone With Saildrone USVs
title_short Exploring the Pacific Arctic Seasonal Ice Zone With Saildrone USVs
title_full Exploring the Pacific Arctic Seasonal Ice Zone With Saildrone USVs
title_fullStr Exploring the Pacific Arctic Seasonal Ice Zone With Saildrone USVs
title_full_unstemmed Exploring the Pacific Arctic Seasonal Ice Zone With Saildrone USVs
title_sort exploring the pacific arctic seasonal ice zone with saildrone usvs
publisher Frontiers Media SA
publishDate 2021
url http://dx.doi.org/10.3389/fmars.2021.640697
https://www.frontiersin.org/articles/10.3389/fmars.2021.640697/full
genre Antarc*
Antarctic
Chukchi
Pacific Arctic
Sea ice
genre_facet Antarc*
Antarctic
Chukchi
Pacific Arctic
Sea ice
op_source Frontiers in Marine Science
volume 8
ISSN 2296-7745
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3389/fmars.2021.640697
container_title Frontiers in Marine Science
container_volume 8
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