Analysis of environmental data during a lagrangian experiment: The influence of vertical movements

Investigating the time evolution of physical and biochemical properties of the ocean with in situ sampling can follow two approaches: Eulerian and Lagrangian. In the Eulerian approach, repeated measurements are taken at fixed locations, whereas the sampling point moves with the displacement of a water parcel in the Lagrangian approach. During the BLOOFINZ-IO cruise off northwest Australia, four Lagrangian experiments (“cycles”) were conducted with multidisciplinary sampling done at regular intervals for several days following a satellite tracked drifter with mixed-layer drogue. To test the Lagrangian nature of these experiments, we adapted the Bindoff and McDougall (1994) approach for decomposing observed changes between adjacent CTD profiles into components due to vertical movement (heaving) and those occurring along isopycnal surfaces. Profile depth variability was mainly driven by vertical displacements of isopycnals (internal waves), while temperature, chlorophyll, oxygen and salinity were relatively stable when observed on isopycnal surfaces across all casts within the same cycle, and different on average between cycles. Our analysis clearly indicated that density surface was a more appropriate vertical coordinate than physical depth for assessing real environmental variability during each cycle and confirmed the Lagrangian character of the experiments. While the BLOOFINZ cruise serves as a case study, the methodology can be readily extended to analyze other biochemical variables in different ocean regions.

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Publication Details

Journal
Deep Sea Research Part II Topical Studies in Oceanography
Published
2026-03-13
DOI
https://doi.org/10.1016/j.dsr2.2026.105629
Primary Topic
Ocean Acidification Effects and Responses
Type
article
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article

Analysis of environmental data during a lagrangian experiment: The influence of vertical movements

Patricia Romero Fernández, Sven A. Kranz, Thomas Kelly, Michael R. Stukel et al.
Deep Sea Research Part II Topical Studies in Oceanography
Ocean Acidification Effects and Responses
article

Analysis of environmental data during a lagrangian experiment: The influence of vertical movements

Patricia Romero Fernández, Sven A. Kranz, Thomas Kelly, Michael R. Stukel, Eulogio Vargas-García, Raúl Laiz-Carrión, Manuel Vargas-Yañez, José Quintanilla, Ricardo Borrego-Santos, Michael R. Landry
article en

Abstract

Investigating the time evolution of physical and biochemical properties of the ocean with in situ sampling can follow two approaches: Eulerian and Lagrangian. In the Eulerian approach, repeated measurements are taken at fixed locations, whereas the sampling point moves with the displacement of a water parcel in the Lagrangian approach. During the BLOOFINZ-IO cruise off northwest Australia, four Lagrangian experiments (“cycles”) were conducted with multidisciplinary sampling done at regular intervals for several days following a satellite tracked drifter with mixed-layer drogue. To test the Lagrangian nature of these experiments, we adapted the Bindoff and McDougall (1994) approach for decomposing observed changes between adjacent CTD profiles into components due to vertical movement (heaving) and those occurring along isopycnal surfaces. Profile depth variability was mainly driven by vertical displacements of isopycnals (internal waves), while temperature, chlorophyll, oxygen and salinity were relatively stable when observed on isopycnal surfaces across all casts within the same cycle, and different on average between cycles. Our analysis clearly indicated that density surface was a more appropriate vertical coordinate than physical depth for assessing real environmental variability during each cycle and confirmed the Lagrangian character of the experiments. While the BLOOFINZ cruise serves as a case study, the methodology can be readily extended to analyze other biochemical variables in different ocean regions.

Deep Sea Research Part II Topical Studies in OceanographyVol. 227
Florida State University (US), University of Alaska Fairbanks (US), Scripps Institution of Oceanography (US), University of California San Diego (US), Instituto Español de Oceanografía (ES), Rice University (US), Universidad de Málaga (ES)
Climate action
Openalex Percentile: Top 31%
Ocean Acidification Effects and Responses
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