Delayed-Mode Calibration of Hydrographic Data Obtained from Animal-Borne Satellite Relay Data Loggers

International audience A delayed-mode calibration procedure is presented to improve the quality of hydrographic data from CTD-Satellite Relay Data Loggers (CTD-SRDL) deployed on elephant seals. This procedure is applied on a dataset obtained with 10 CTD-SRDLs deployed at Kerguelen Islands in 2007. A...

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Published in:Journal of Atmospheric and Oceanic Technology
Main Authors: Roquet, Fabien, Charrassin, Jean-Benoit, Marchand, Stéphane, Boehme, Lars, Fedak, Michael A., Reverdin, Gilles, Guinet, Christophe
Other Authors: Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN), Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut Pierre-Simon-Laplace (IPSL (FR_636)), École normale supérieure - Paris (ENS-PSL), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris Diderot - Paris 7 (UPD7)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS-PSL), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Sea Mammal Research Unit, Natural Environment Research Council (NERC), Centre d'Études Biologiques de Chizé (CEBC), Institut National de la Recherche Agronomique (INRA)-Centre National de la Recherche Scientifique (CNRS)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2011
Subjects:
Online Access:https://hal.science/hal-00624609
https://hal.science/hal-00624609/document
https://hal.science/hal-00624609/file/%5B15200426%20-%20Journal%20of%20Atmospheric%20and%20Oceanic%20Technology%5D%20Delayed-Mode%20Calibration%20of%20Hydrographic%20Data%20Obtained%20from%20Animal-Borne%20Satellite%20Relay%20Data%20Loggers.pdf
https://doi.org/10.1175/2010JTECHO801.1
id ftunivnantes:oai:HAL:hal-00624609v1
record_format openpolar
institution Open Polar
collection Université de Nantes: HAL-UNIV-NANTES
op_collection_id ftunivnantes
language English
topic OCEANOGRAPHIC CONDITIONS
SALINITY
ELEPHANT SEALS
OCEAN
[SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
[SDE]Environmental Sciences
spellingShingle OCEANOGRAPHIC CONDITIONS
SALINITY
ELEPHANT SEALS
OCEAN
[SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
[SDE]Environmental Sciences
Roquet, Fabien
Charrassin, Jean-Benoit
Marchand, Stéphane
Boehme, Lars
Fedak, Michael A.
Reverdin, Gilles
Guinet, Christophe
Delayed-Mode Calibration of Hydrographic Data Obtained from Animal-Borne Satellite Relay Data Loggers
topic_facet OCEANOGRAPHIC CONDITIONS
SALINITY
ELEPHANT SEALS
OCEAN
[SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
[SDE]Environmental Sciences
description International audience A delayed-mode calibration procedure is presented to improve the quality of hydrographic data from CTD-Satellite Relay Data Loggers (CTD-SRDL) deployed on elephant seals. This procedure is applied on a dataset obtained with 10 CTD-SRDLs deployed at Kerguelen Islands in 2007. A comparison of CTD-SRDLs with a ship-based CTD system is first presented. A pressure-effect correction, linear with pressure, is deduced for both temperature and salinity measurements. An external field effect on the conductivity sensor is also detected, inducing an additional salinity offset. The salinity offset cannot be estimated directly from the ship-based CTD comparisons, because the attachment of the CTD-SRDL on the seal head modifies the magnitude of the external field effect. Two methods are proposed for estimating a posteriori the salinity offset. The first method uses the stable salinity maximum characterizing the Lower Circumpolar Deep Water (LCDW), sampled by seals foraging south of the Southern Antarctic Circumpolar Current Front. Where this approach is not possible, a statistical method of cross-comparison of CTD-SRDLs surface salinity measurements is used over the sluggish Northern Kerguelen Plateau. Accuracies are respectively estimated as +/- 0.02 degrees C for temperature and +/- 0.1 for derived salinity without corrections. The delayed-mode calibration significantly improves the CTD-SRDL data, improving accuracies to +/- 0.01 degrees C and +/- 0.03, respectively. A better salinity accuracy of +/- 0.02 is achieved when the LCDW method can be used. For CTD-SRDLs where ship-based CTD comparisons are not available, the expected accuracy would be +/- 0.02 degrees C for temperature and +/- 0.04 for the derived salinity.
author2 Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN)
Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut Pierre-Simon-Laplace (IPSL (FR_636))
École normale supérieure - Paris (ENS-PSL)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris Diderot - Paris 7 (UPD7)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS-PSL)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)
Sea Mammal Research Unit
Natural Environment Research Council (NERC)
Centre d'Études Biologiques de Chizé (CEBC)
Institut National de la Recherche Agronomique (INRA)-Centre National de la Recherche Scientifique (CNRS)
format Article in Journal/Newspaper
author Roquet, Fabien
Charrassin, Jean-Benoit
Marchand, Stéphane
Boehme, Lars
Fedak, Michael A.
Reverdin, Gilles
Guinet, Christophe
author_facet Roquet, Fabien
Charrassin, Jean-Benoit
Marchand, Stéphane
Boehme, Lars
Fedak, Michael A.
Reverdin, Gilles
Guinet, Christophe
author_sort Roquet, Fabien
title Delayed-Mode Calibration of Hydrographic Data Obtained from Animal-Borne Satellite Relay Data Loggers
title_short Delayed-Mode Calibration of Hydrographic Data Obtained from Animal-Borne Satellite Relay Data Loggers
title_full Delayed-Mode Calibration of Hydrographic Data Obtained from Animal-Borne Satellite Relay Data Loggers
title_fullStr Delayed-Mode Calibration of Hydrographic Data Obtained from Animal-Borne Satellite Relay Data Loggers
title_full_unstemmed Delayed-Mode Calibration of Hydrographic Data Obtained from Animal-Borne Satellite Relay Data Loggers
title_sort delayed-mode calibration of hydrographic data obtained from animal-borne satellite relay data loggers
publisher HAL CCSD
publishDate 2011
url https://hal.science/hal-00624609
https://hal.science/hal-00624609/document
https://hal.science/hal-00624609/file/%5B15200426%20-%20Journal%20of%20Atmospheric%20and%20Oceanic%20Technology%5D%20Delayed-Mode%20Calibration%20of%20Hydrographic%20Data%20Obtained%20from%20Animal-Borne%20Satellite%20Relay%20Data%20Loggers.pdf
https://doi.org/10.1175/2010JTECHO801.1
geographic Antarctic
Kerguelen
Kerguelen Islands
geographic_facet Antarctic
Kerguelen
Kerguelen Islands
genre Antarc*
Antarctic
Elephant Seals
Kerguelen Islands
genre_facet Antarc*
Antarctic
Elephant Seals
Kerguelen Islands
op_source ISSN: 0739-0572
EISSN: 1520-0426
Journal of Atmospheric and Oceanic Technology
https://hal.science/hal-00624609
Journal of Atmospheric and Oceanic Technology, 2011, 28 (6), pp.787-801. ⟨10.1175/2010JTECHO801.1⟩
http://journals.ametsoc.org/doi/abs/10.1175/2010JTECHO801.1
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doi:10.1175/2010JTECHO801.1
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container_title Journal of Atmospheric and Oceanic Technology
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spelling ftunivnantes:oai:HAL:hal-00624609v1 2023-05-15T13:35:42+02:00 Delayed-Mode Calibration of Hydrographic Data Obtained from Animal-Borne Satellite Relay Data Loggers Roquet, Fabien Charrassin, Jean-Benoit Marchand, Stéphane Boehme, Lars Fedak, Michael A. Reverdin, Gilles Guinet, Christophe Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN) Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut Pierre-Simon-Laplace (IPSL (FR_636)) École normale supérieure - Paris (ENS-PSL) Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris Diderot - Paris 7 (UPD7)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS-PSL) Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS) Sea Mammal Research Unit Natural Environment Research Council (NERC) Centre d'Études Biologiques de Chizé (CEBC) Institut National de la Recherche Agronomique (INRA)-Centre National de la Recherche Scientifique (CNRS) 2011 https://hal.science/hal-00624609 https://hal.science/hal-00624609/document https://hal.science/hal-00624609/file/%5B15200426%20-%20Journal%20of%20Atmospheric%20and%20Oceanic%20Technology%5D%20Delayed-Mode%20Calibration%20of%20Hydrographic%20Data%20Obtained%20from%20Animal-Borne%20Satellite%20Relay%20Data%20Loggers.pdf https://doi.org/10.1175/2010JTECHO801.1 en eng HAL CCSD American Meteorological Society info:eu-repo/semantics/altIdentifier/doi/10.1175/2010JTECHO801.1 hal-00624609 https://hal.science/hal-00624609 https://hal.science/hal-00624609/document https://hal.science/hal-00624609/file/%5B15200426%20-%20Journal%20of%20Atmospheric%20and%20Oceanic%20Technology%5D%20Delayed-Mode%20Calibration%20of%20Hydrographic%20Data%20Obtained%20from%20Animal-Borne%20Satellite%20Relay%20Data%20Loggers.pdf doi:10.1175/2010JTECHO801.1 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess ISSN: 0739-0572 EISSN: 1520-0426 Journal of Atmospheric and Oceanic Technology https://hal.science/hal-00624609 Journal of Atmospheric and Oceanic Technology, 2011, 28 (6), pp.787-801. ⟨10.1175/2010JTECHO801.1⟩ http://journals.ametsoc.org/doi/abs/10.1175/2010JTECHO801.1 OCEANOGRAPHIC CONDITIONS SALINITY ELEPHANT SEALS OCEAN [SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces environment [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2011 ftunivnantes https://doi.org/10.1175/2010JTECHO801.1 2023-02-08T03:49:58Z International audience A delayed-mode calibration procedure is presented to improve the quality of hydrographic data from CTD-Satellite Relay Data Loggers (CTD-SRDL) deployed on elephant seals. This procedure is applied on a dataset obtained with 10 CTD-SRDLs deployed at Kerguelen Islands in 2007. A comparison of CTD-SRDLs with a ship-based CTD system is first presented. A pressure-effect correction, linear with pressure, is deduced for both temperature and salinity measurements. An external field effect on the conductivity sensor is also detected, inducing an additional salinity offset. The salinity offset cannot be estimated directly from the ship-based CTD comparisons, because the attachment of the CTD-SRDL on the seal head modifies the magnitude of the external field effect. Two methods are proposed for estimating a posteriori the salinity offset. The first method uses the stable salinity maximum characterizing the Lower Circumpolar Deep Water (LCDW), sampled by seals foraging south of the Southern Antarctic Circumpolar Current Front. Where this approach is not possible, a statistical method of cross-comparison of CTD-SRDLs surface salinity measurements is used over the sluggish Northern Kerguelen Plateau. Accuracies are respectively estimated as +/- 0.02 degrees C for temperature and +/- 0.1 for derived salinity without corrections. The delayed-mode calibration significantly improves the CTD-SRDL data, improving accuracies to +/- 0.01 degrees C and +/- 0.03, respectively. A better salinity accuracy of +/- 0.02 is achieved when the LCDW method can be used. For CTD-SRDLs where ship-based CTD comparisons are not available, the expected accuracy would be +/- 0.02 degrees C for temperature and +/- 0.04 for the derived salinity. Article in Journal/Newspaper Antarc* Antarctic Elephant Seals Kerguelen Islands Université de Nantes: HAL-UNIV-NANTES Antarctic Kerguelen Kerguelen Islands Journal of Atmospheric and Oceanic Technology 28 6 787 801