Using satellite observations of ocean variables to improve estimates of water mass (trans)formation

13 pages, 7 figures.-- Data availability statement: The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation

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Bibliographic Details
Main Authors: Piracha, Aqeel, Olmedo, Estrella, Turiel, Antonio, Portabella, Marcos, González-Haro, Cristina
Other Authors: Ministerio de Ciencia, Innovación y Universidades (España)
Format: artículo biblioteca
Language:English
Published: Frontiers Media 2023-03
Subjects:Water mass transformation, SMOS, Satellite observations, Atmosphere-ocean interaction, Ocean circulation,
Online Access:http://hdl.handle.net/10261/310877
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id dig-icm-es-10261-310877
record_format koha
institution ICM ES
collection DSpace
country España
countrycode ES
component Bibliográfico
access En linea
databasecode dig-icm-es
tag biblioteca
region Europa del Sur
libraryname Biblioteca del ICM España
language English
topic Water mass transformation
SMOS
Satellite observations
Atmosphere-ocean interaction
Ocean circulation
Water mass transformation
SMOS
Satellite observations
Atmosphere-ocean interaction
Ocean circulation
spellingShingle Water mass transformation
SMOS
Satellite observations
Atmosphere-ocean interaction
Ocean circulation
Water mass transformation
SMOS
Satellite observations
Atmosphere-ocean interaction
Ocean circulation
Piracha, Aqeel
Olmedo, Estrella
Turiel, Antonio
Portabella, Marcos
González-Haro, Cristina
Using satellite observations of ocean variables to improve estimates of water mass (trans)formation
description 13 pages, 7 figures.-- Data availability statement: The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation
author2 Ministerio de Ciencia, Innovación y Universidades (España)
author_facet Ministerio de Ciencia, Innovación y Universidades (España)
Piracha, Aqeel
Olmedo, Estrella
Turiel, Antonio
Portabella, Marcos
González-Haro, Cristina
format artículo
topic_facet Water mass transformation
SMOS
Satellite observations
Atmosphere-ocean interaction
Ocean circulation
author Piracha, Aqeel
Olmedo, Estrella
Turiel, Antonio
Portabella, Marcos
González-Haro, Cristina
author_sort Piracha, Aqeel
title Using satellite observations of ocean variables to improve estimates of water mass (trans)formation
title_short Using satellite observations of ocean variables to improve estimates of water mass (trans)formation
title_full Using satellite observations of ocean variables to improve estimates of water mass (trans)formation
title_fullStr Using satellite observations of ocean variables to improve estimates of water mass (trans)formation
title_full_unstemmed Using satellite observations of ocean variables to improve estimates of water mass (trans)formation
title_sort using satellite observations of ocean variables to improve estimates of water mass (trans)formation
publisher Frontiers Media
publishDate 2023-03
url http://hdl.handle.net/10261/310877
work_keys_str_mv AT pirachaaqeel usingsatelliteobservationsofoceanvariablestoimproveestimatesofwatermasstransformation
AT olmedoestrella usingsatelliteobservationsofoceanvariablestoimproveestimatesofwatermasstransformation
AT turielantonio usingsatelliteobservationsofoceanvariablestoimproveestimatesofwatermasstransformation
AT portabellamarcos usingsatelliteobservationsofoceanvariablestoimproveestimatesofwatermasstransformation
AT gonzalezharocristina usingsatelliteobservationsofoceanvariablestoimproveestimatesofwatermasstransformation
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spelling dig-icm-es-10261-3108772023-06-07T11:48:44Z Using satellite observations of ocean variables to improve estimates of water mass (trans)formation Piracha, Aqeel Olmedo, Estrella Turiel, Antonio Portabella, Marcos González-Haro, Cristina Ministerio de Ciencia, Innovación y Universidades (España) Agencia Estatal de Investigación (España) CSIC - Unidad de Recursos de Información Científica para la Investigación (URICI) European Space Agency European Commission Water mass transformation SMOS Satellite observations Atmosphere-ocean interaction Ocean circulation 13 pages, 7 figures.-- Data availability statement: The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation For the first time, an accurate and complete picture of Mixed Layer (ML) water mass dynamics can be inferred at high spatio-temporal resolution via the material derivative derived from Sea Surface Salinity/Temperature (SSS/T) and Currents (SSC). The product between this satellite derived material derivative and in-situ derived Mixed Layer Depth (MLD) provides a satellite based kinematic approach to the water mass (trans)formation framework (WMT/F) above ML. We compare this approach to the standard thermodynamic approach based on air-sea fluxes provided by satellites, an ocean state estimate and in-situ observations. Southern Hemisphere surface density flux and water mass (trans)formation framework (WMT/F) were analysed in geographic and potential density space for the year 2014. Surface density flux differences between the satellite derived thermodynamic and kinematic approaches and ECCO (an ocean state estimate) underline: 1) air-sea heat fluxes dominate variability in the thermodynamic approach; and 2) fine scale structures from the satellite derived kinematic approach are most likely geophysical and not artefacts from noise in SSS/T or SSC—as suggested by a series of smoothing experiments. Additionally, ECCO revealed surface density flux integrated over ML are positively biased as compared to similar estimates assuming that surface conditions are homogeneous over ML—in part owing to the e-folding nature of shortwave solar radiation. Major differences between the satellite derived kinematic and thermodynamic approaches are associated to: 1) lateral mixing and mesoscale dynamics in the kinematic framework; 2) vertical excursions of, and vertical velocities through the ML base; and 3) interactions between ML horizontal velocities and ML base spatial gradients This work was supported in part by the Spanish RD project L-BAND (ESP2017-89463-C3-1-R), which is funded by MCIN/AEI/10.13039/501100011033 and “ERDF A way of making Europe” under Grant FPI PRE2018-086106, and in part by the project INTERACT (PID2020-114623RB-C31), which is funded by MCIN/AEI/10.13039/501100011033. We also acknowledge funding from the Spanish government through the ‘Severo Ochoa Centre of Excellence’ accreditation (CEX2019-000928-S). This work has also been carried out as part of the SOFRESH project (A0/1-10461/20/I-NB), funded by the European Space Agency. This work is moreover a contribution to CSIC PTI Teledetect. The publication fee was partially supported by the CSIC Open Access Publication Support Initiative through its Unit of Information Resources for Research (URICI) Peer reviewed 2023-06-07T11:48:43Z 2023-06-07T11:48:43Z 2023-03 artículo Frontiers in Marine Science 10: 1020153 (2023) CEX2019-000928-S http://hdl.handle.net/10261/310877 10.3389/fmars.2023.1020153 2296-7745 en #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/ESP2017-89463-C3-1-R/ES/SOBRE LA CONTINUIDAD DE LAS MISIONES SATELITALES DE BANDA L: NUEVOS PARADIGMAS EN PRODUCTOS Y APLICACIONES/ info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2020-114623RB-C31/ES/ENFOQUES SINERGICOS PARA UNA NUEVA GENERACION DE PRODUCTOS Y APLICACIONES DE OBSERVACION DE LA TIERRA. PARTE CSIC/ Publisher's version https://doi.org/10.3389/fmars.2023.1020153 Sí open Frontiers Media