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43 Results Found

  • Article
  • Open Access
255 Views
20 Pages

27 February 2026

This study proposes a method for retrieving ocean sea surface salinity (SSS) using C/X-band ocean emissivities in coastal regions, aiming to verify the performance of these unconventional frequencies for SSS retrieval in warm, high-salinity-variation...

  • Article
  • Open Access
24 Citations
5,292 Views
23 Pages

Global Analysis of Coastal Gradients of Sea Surface Salinity

  • Alina N. Dossa,
  • Gaël Alory,
  • Alex Costa da Silva,
  • Adeola M. Dahunsi and
  • Arnaud Bertrand

26 June 2021

Sea surface salinity (SSS) is a key variable for ocean–atmosphere interactions and the water cycle. Due to its climatic importance, increasing efforts have been made for its global in situ observation, and dedicated satellite missions have been launc...

  • Article
  • Open Access
2 Citations
2,945 Views
17 Pages

Characterizing the California Current System through Sea Surface Temperature and Salinity

  • Marisol García-Reyes,
  • Gammon Koval and
  • Jorge Vazquez-Cuervo

9 April 2024

Characterizing temperature and salinity (T-S) conditions is a standard framework in oceanography to identify and describe deep water masses and their dynamics. At the surface, this practice is hindered by multiple air–sea–land processes i...

  • Article
  • Open Access
73 Citations
7,675 Views
23 Pages

The Potential and Challenges of Using Soil Moisture Active Passive (SMAP) Sea Surface Salinity to Monitor Arctic Ocean Freshwater Changes

  • Wenqing Tang,
  • Simon Yueh,
  • Daqing Yang,
  • Alexander Fore,
  • Akiko Hayashi,
  • Tong Lee,
  • Severine Fournier and
  • Benjamin Holt

4 June 2018

Sea surface salinity (SSS) links various components of the Arctic freshwater system. SSS responds to freshwater inputs from river discharge, sea ice change, precipitation and evaporation, and oceanic transport through the open straits of the Pacific...

  • Article
  • Open Access
13 Citations
3,924 Views
21 Pages

16 December 2021

Sea-ice contamination in the antenna field of view constitutes a large error source in retrieving sea-surface salinity (SSS) with the spaceborne Soil Moisture Active Passive (SMAP) L-band radiometer. This is a major obstacle in the current NASA/Remot...

  • Article
  • Open Access
33 Citations
6,655 Views
19 Pages

6 August 2018

Monitoring the cold and productive waters of the Gulf of Maine and their interactions with the nearby northwestern (NW) Atlantic shelf is important but challenging. Although remotely sensed sea surface temperature (SST), ocean color, and sea level ha...

  • Article
  • Open Access
1 Citations
2,060 Views
16 Pages

21 August 2024

Sea surface salinity (SSS) observed by satellite has been widely used since the successful launch of the first salinity satellite in 2009. However, compared with other oceanographic satellite products (e.g., sea surface temperature, SST) that became...

  • Article
  • Open Access
2 Citations
3,470 Views
19 Pages

15 March 2022

An algorithmic approach, based on satellite-derived sea-surface (“skin”) salinities (SSS), is proposed to correct for errors in SSS retrievals and convert these skin salinities into comparable in-situ (“bulk”) salinities for t...

  • Article
  • Open Access
13 Citations
3,231 Views
21 Pages

13 January 2023

Coastal upwelling regions are one of the most dynamic areas of the world’s oceans. The California and Baja California Coasts are impacted by both coastal upwelling and the California Current, leading to frontal activity that is captured by grad...

  • Article
  • Open Access
51 Citations
7,646 Views
24 Pages

Seven Years of SMOS Sea Surface Salinity at High Latitudes: Variability in Arctic and Sub-Arctic Regions

  • Estrella Olmedo,
  • Carolina Gabarró,
  • Verónica González-Gambau,
  • Justino Martínez,
  • Joaquim Ballabrera-Poy,
  • Antonio Turiel,
  • Marcos Portabella,
  • Severine Fournier and
  • Tong Lee

8 November 2018

This paper aims to present and assess the quality of seven years (2011–2017) of 25 km nine-day Soil Moisture and Ocean Salinity (SMOS) Sea Surface Salinity (SSS) objectively analyzed maps in the Arctic and sub-Arctic oceans ( 50 N&ndash...

  • Article
  • Open Access
26 Citations
6,806 Views
16 Pages

Using Saildrones to Validate Arctic Sea-Surface Salinity from the SMAP Satellite and from Ocean Models

  • Jorge Vazquez-Cuervo,
  • Chelle Gentemann,
  • Wenqing Tang,
  • Dustin Carroll,
  • Hong Zhang,
  • Dimitris Menemenlis,
  • Jose Gomez-Valdes,
  • Marouan Bouali and
  • Michael Steele

24 February 2021

The Arctic Ocean is one of the most important and challenging regions to observe—it experiences the largest changes from climate warming, and at the same time is one of the most difficult to sample because of sea ice and extreme cold temperatures. Tw...

  • Article
  • Open Access
25 Citations
7,030 Views
37 Pages

1 February 2020

Sea-surface salinity (SSS) is an essential climate variable connected to Earth’s hydrological cycle and a dynamical component of ocean circulation, but its variability is not well-understood. Thanks to Argo floats, and the first decade of salin...

  • Article
  • Open Access
30 Citations
5,687 Views
14 Pages

17 February 2021

Large rivers are key components of the land-ocean branch of the global water and biogeochemical cycles. River discharges can have important influences on physical, biological, optical, and chemical processes in coastal oceans. It is, therefore, of im...

  • Article
  • Open Access
13 Citations
4,448 Views
16 Pages

Quantification of Aquarius, SMAP, SMOS and Argo-Based Gridded Sea Surface Salinity Product Sampling Errors

  • Séverine Fournier,
  • Frederick M. Bingham,
  • Cristina González-Haro,
  • Akiko Hayashi,
  • Karly M. Ulfsax Carlin,
  • Susannah K. Brodnitz,
  • Verónica González-Gambau and
  • Mikael Kuusela

10 January 2023

Evaluating and validating satellite sea surface salinity (SSS) measurements is fundamental. There are two types of errors in satellite SSS: measurement error due to the instrument’s inaccuracy and problems in retrieval, and sampling error due t...

  • Article
  • Open Access
8 Citations
3,730 Views
12 Pages

Effects of Tropical Cyclones on Sea Surface Salinity in the Bay of Bengal Based on SMAP and Argo Data

  • Huabing Xu,
  • Rongzhen Yu,
  • Danling Tang,
  • Yupeng Liu,
  • Sufen Wang and
  • Dongyang Fu

23 October 2020

This paper uses the Argo sea surface salinity (SSSArgo) before and after the passage of 25 tropical cyclones (TCs) in the Bay of Bengal from 2015 to 2019 to evaluate the sea surface salinity (SSS) of the Soil Moisture Active Passive (SMAP) remote sen...

  • Article
  • Open Access
8 Citations
2,844 Views
18 Pages

30 November 2022

Coastal waters off west Greenland are strongly influenced by the input of low salinity water from the Arctic and from meltwater from the Greenland Ice Sheet. Changes in freshwater content in the region can play an important role in stratification, ci...

  • Article
  • Open Access
50 Citations
6,695 Views
19 Pages

Evaluation and Intercomparison of SMOS, Aquarius, and SMAP Sea Surface Salinity Products in the Arctic Ocean

  • Séverine Fournier,
  • Tong Lee,
  • Wenqing Tang,
  • Michael Steele and
  • Estrella Olmedo

17 December 2019

Salinity is a critical parameter in the Arctic Ocean, having potential implications for climate and weather. This study presents the first systematic analysis of 6 commonly used sea surface salinity (SSS) products from the National Aeronautics and Sp...

  • Article
  • Open Access
27 Citations
5,327 Views
18 Pages

25 February 2020

Sea surface salinity (SSS) is an important tracer for monitoring the Changjiang Diluted Water (CDW) extension into Korean coastal regions; however, observing the SSS distribution in near real time is a difficult task. In this study, SSS detection alg...

  • Article
  • Open Access
24 Citations
5,625 Views
21 Pages

4 October 2018

The recent emergence of satellite-based sea surface salinity (SSS) measurements provides new opportunities for oceanographic research on freshwater influence in coastal environments. Several products currently exist from multiple observing platforms...

  • Article
  • Open Access
5 Citations
4,000 Views
16 Pages

Validating Salinity from SMAP and HYCOM Data with Saildrone Data during EUREC4A-OA/ATOMIC

  • Kashawn Hall,
  • Alton Daley,
  • Shanice Whitehall,
  • Sanola Sandiford and
  • Chelle L. Gentemann

13 July 2022

The 2020 ‘Elucidating the role of clouds-circulation coupling in climate-Ocean-Atmosphere’ (EUREC4A-OA) and the ‘Atlantic Tradewind Ocean-Atmosphere Mesoscale Interaction Campaign’ (ATOMIC) campaigns focused on improving our u...

  • Article
  • Open Access
15 Citations
2,936 Views
20 Pages

22 October 2021

The Lena River plume significantly affects the thermohaline, optical and chemical properties of the eastern Arctic seas. We use sea surface salinity (SSS), temperature (SST), and altimetry measurements to study features of the Lena plume propagation...

  • Article
  • Open Access
10 Citations
5,655 Views
19 Pages

Copernicus Imaging Microwave Radiometer (CIMR) Benefits for the Copernicus Level 4 Sea-Surface Salinity Processing Chain

  • Daniele Ciani,
  • Rosalia Santoleri,
  • Gian Luigi Liberti,
  • Catherine Prigent,
  • Craig Donlon and
  • Bruno Buongiorno Nardelli

3 August 2019

We present a study on the potential of the Copernicus Imaging Microwave Radiometer (CIMR) mission for the global monitoring of Sea-Surface Salinity (SSS) using Level-4 (gap-free) analysis processing. Space-based SSS are currently provided by the Soil...

  • Article
  • Open Access
19 Citations
8,705 Views
21 Pages

Retrieving Mediterranean Sea Surface Salinity Distribution and Interannual Trends from Multi-Sensor Satellite and In Situ Data

  • Michela Sammartino,
  • Salvatore Aronica,
  • Rosalia Santoleri and
  • Bruno Buongiorno Nardelli

23 May 2022

Sea surface salinity (SSS) is one of the Essential Climate Variables (ECVs), defined by the Global Climate Observing System (GCOS). Salinity is modified by river discharge, land run-off, precipitation, and evaporation, and it is advected by oceanic c...

  • Article
  • Open Access
2 Citations
3,062 Views
17 Pages

28 October 2022

Sea surface salinity (SSS) observations from Aquarius, Soil Moisture and Ocean Salinity (SMOS), and Soil Moisture Active Passive (SMAP) satellite missions are compared to characterize the time and length scales of SSS variability globally. Overall, t...

  • Article
  • Open Access
4 Citations
3,093 Views
23 Pages

30 October 2022

Validating Sea Surface Salinity (SSS) data has become a key component of the Soil Moisture Ocean Salinity (SMOS) satellite mission. In this study, the gridded SMOS SSS products are compared with in situ SSS data from analyzed products, a ship-based t...

  • Article
  • Open Access
6 Citations
2,161 Views
18 Pages

11 April 2024

Satellite ocean color and sea surface temperature (SST) observations from 2012 to 2021 and sea surface salinity (SSS) measurements from the Soil Moisture Active Passive (SMAP) mission from 2015 to 2021 are used to characterize and quantify the season...

  • Article
  • Open Access
18 Citations
4,582 Views
23 Pages

19 February 2022

Based on satellite surface salinity (SSS) observations from the SMOS, Aquarius and SMAP missions, we investigate the interannual SSS variability during the period from 2010 to 2020 in the Gulf of Guinea, impacted by the Congo River run-off. Combined...

  • Article
  • Open Access
11 Citations
5,239 Views
21 Pages

The Potential of Space-Based Sea Surface Salinity on Monitoring the Hudson Bay Freshwater Cycle

  • Wenqing Tang,
  • Simon H. Yueh,
  • Daqing Yang,
  • Ellie Mcleod,
  • Alexander Fore,
  • Akiko Hayashi,
  • Estrella Olmedo,
  • Justino Martínez and
  • Carolina Gabarró

9 March 2020

Hudson Bay (HB) is the largest semi-inland sea in the Northern Hemisphere, connecting with the Arctic Ocean through the Foxe Basin and the northern Atlantic Ocean through the Hudson Strait. HB is covered by ice and snow in winter, which completely me...

  • Article
  • Open Access
9 Citations
4,180 Views
21 Pages

7 May 2021

The Agulhas Current is a critical component of global ocean circulation and has been observed to respond to El Niño Southern Oscillation (ENSO) events via its temperature and salinity signatures. In this research, we use sea surface salinity (SSS) fr...

  • Article
  • Open Access
8 Citations
5,688 Views
19 Pages

Sea Surface Salinity Variability in the Bering Sea in 2015–2020

  • Jian Zhao,
  • Yan Wang,
  • Wenjing Liu,
  • Hongsheng Bi,
  • Edward D. Cokelet,
  • Calvin W. Mordy,
  • Noah Lawrence-Slavas and
  • Christian Meinig

6 February 2022

Salinity in the Bering Sea is vital for the physical environment that is tied to the productive ecosystem and the properties of Pacific waters transported to the Arctic Ocean. Its salinity variability reflects many fundamental processes, including se...

  • Article
  • Open Access
1,091 Views
32 Pages

Bias Correction of SMAP L2 Sea Surface Salinity Based on Physics-Informed Neural Network

  • Minghui Wu,
  • Zhenyu Liang,
  • Senliang Bao,
  • Huizan Wang,
  • Yulin Liu,
  • Ziyang Zhang and
  • Qitian Xuan

18 September 2025

Sea surface salinity (SSS) observations play a crucial role in the study of ocean circulation, climate variability, and marine ecosystems. However, current satellite SSS products suffer from systematic biases due to factors such as radio frequency in...

  • Article
  • Open Access
9 Citations
3,956 Views
15 Pages

Matchup Characteristics of Sea Surface Salinity Using a High-Resolution Ocean Model

  • Frederick M. Bingham,
  • Severine Fournier,
  • Susannah Brodnitz,
  • Karly Ulfsax and
  • Hong Zhang

30 July 2021

Sea surface salinity (SSS) satellite measurements are validated using in situ observations usually made by surfacing Argo floats. Validation statistics are computed using matched values of SSS from satellites and floats. This study explores how the m...

  • Article
  • Open Access
79 Citations
12,022 Views
35 Pages

Remote Sensing of Sea Surface Salinity: Comparison of Satellite and In Situ Observations and Impact of Retrieval Parameters

  • Emmanuel P. Dinnat,
  • David M. Le Vine,
  • Jacqueline Boutin,
  • Thomas Meissner and
  • Gary Lagerloef

28 March 2019

Since 2009, three low frequency microwave sensors have been launched into space with the capability of global monitoring of sea surface salinity (SSS). The European Space Agency’s (ESA’s) Microwave Imaging Radiometer using Aperture Synthe...

  • Article
  • Open Access
13 Citations
2,981 Views
17 Pages

18 November 2019

Subfootprint variability (SFV), variability within the footprint of a satellite measurement, is a source of error associated with the validation process, especially for a satellite measurement with a large footprint such as those measuring sea surfac...

  • Article
  • Open Access
10 Citations
4,814 Views
20 Pages

High-Frequency Variations in Pearl River Plume Observed by Soil Moisture Active Passive Sea Surface Salinity

  • Xiaomei Liao,
  • Yan Du,
  • Tianyu Wang,
  • Shuibo Hu,
  • Haigang Zhan,
  • Huizeng Liu and
  • Guofeng Wu

8 February 2020

River plumes play an important role in the cross-margin transport of phytoplankton and nutrients, which have profound impacts on coastal ecosystems. Using recently available Soil Moisture Active Passive (SMAP) sea surface salinity (SSS) data and high...

  • Article
  • Open Access
17 Citations
5,383 Views
16 Pages

18 January 2021

Observations of sea surface salinity (SSS) from NASA’s Soil Moisture Active-Passive (SMAP) and ESA’s Soil Moisture and Ocean Salinity (SMOS) satellite missions are used to characterize and quantify the contribution of mesoscale eddies to...

  • Article
  • Open Access
3 Citations
3,013 Views
21 Pages

26 October 2022

Sea surface salinity (SSS) is one of the most important basic parameters for studying the oceanographic processes and is of great significance in identifying oceanic currents. However, for a long time, the salinity observation in the estuary and coas...

  • Article
  • Open Access
225 Views
21 Pages

Comparing Sea Surface Salinity Variability from Spaceborne and In Situ Data: The North Atlantic and Western Mediterranean in Fall 2021

  • Antonino Ian Ferola,
  • Roberto Sabia,
  • Yuri Cotroneo,
  • Cinzia Cesarano,
  • Estrella Olmedo,
  • Veronica González-Gambau,
  • Peter Wadhams and
  • Giuseppe Aulicino

5 March 2026

Sea surface salinity (SSS) is a critical climate variable influencing ocean circulation, deep water formation, and the global hydrological cycle. This study evaluates a broad suite of satellite-derived SSS products against in situ measurements collec...

  • Article
  • Open Access
17 Citations
5,464 Views
22 Pages

Intercomparison of Salinity Products in the Beaufort Gyre and Arctic Ocean

  • Sarah B. Hall,
  • Bulusu Subrahmanyam and
  • James H. Morison

24 December 2021

Salinity is the primary determinant of the Arctic Ocean’s density structure. Freshwater accumulation and distribution in the Arctic Ocean have varied significantly in recent decades and certainly in the Beaufort Gyre (BG). In this study, we ana...

  • Article
  • Open Access
1,218 Views
20 Pages

5 September 2025

This study examines the upper-ocean response to Typhoon Khanun, which traversed the northern South China Sea in October 2017, by integrating multi-satellite observations with numerical simulations from the Regional Ocean Modeling System (ROMS). For t...

  • Article
  • Open Access
3 Citations
1,758 Views
25 Pages

18 May 2024

The Soil Moisture Active Passive (SMAP) satellite carries an L-band microwave radiometer. This sensor can be used to observe global soil moisture (SM) and sea surface salinity (SSS) within the protected L-band spectrum (1400–1427 MHz). Owing to...

  • Article
  • Open Access
6 Citations
2,660 Views
18 Pages

Matchup Strategies for Satellite Sea Surface Salinity Validation

  • Elizabeth E. Westbrook,
  • Frederick M. Bingham,
  • Severine Fournier and
  • Akiko Hayashi

23 February 2023

Satellite validation is the process of comparing satellite measurements with in-situ measurements to ensure their accuracy. Satellite and in-situ sea surface salinity (SSS) measurements are different due to instrumental errors (IE), retrieval errors...

  • Article
  • Open Access
15 Citations
4,316 Views
37 Pages

The Salinity Pilot-Mission Exploitation Platform (Pi-MEP): A Hub for Validation and Exploitation of Satellite Sea Surface Salinity Data

  • Sébastien Guimbard,
  • Nicolas Reul,
  • Roberto Sabia,
  • Sylvain Herlédan,
  • Ziad El Khoury Hanna,
  • Jean-Francois Piollé,
  • Frédéric Paul,
  • Tong Lee,
  • Julian J. Schanze and
  • Henri Laur
  • + 5 authors

16 November 2021

The Pilot-Mission Exploitation Platform (Pi-MEP) for salinity is an ESA initiative originally meant to support and widen the uptake of Soil Moisture and Ocean Salinity (SMOS) mission data over the ocean. Starting in 2017, the project aims at setting...