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  • Article
  • Open Access
20 Citations
7,228 Views
20 Pages

Global Gridded Argo Dataset Based on Gradient-Dependent Optimal Interpolation

  • Chunling Zhang,
  • Danyang Wang,
  • Zenghong Liu,
  • Shaolei Lu,
  • Chaohui Sun,
  • Yongliang Wei and
  • Mingxing Zhang

The international Argo Program was launched at the turn of the millennium. It has since collected over 2 million vertical profiles of temperature and salinity from the upper 2000 m of the global ocean. Gridded interpolation is a technology that gives...

(This article belongs to the Section Physical Oceanography)
  • Article
  • Open Access
3 Citations
1,921 Views
22 Pages

24 July 2024

The derivation of the particulate-backscattering coefficient (bbp) from Lidar signals is highly influenced by the parameter χp(π), which is defined by χp(π) = bbp/(2πβp(π)). This parameter facilitates the correlation of the p...

(This article belongs to the Section Environmental Remote Sensing)
  • Article
  • Open Access
2 Citations
1,742 Views
26 Pages

Research on the Lossless Data Compression System of the Argo Buoy Based on BiLSTM-MHSA-MLP

  • Sumin Guo,
  • Wenqi Zhang,
  • Yuhong Zheng,
  • Hongyu Li,
  • Yilin Yang and
  • Jiayi Xu

13 December 2024

This study addresses the issues of the limited data storage capacity of Argo buoys and satellite communication charges on the basis of data volume by proposing a block lossless data compression method that combines bidirectional long short-term memor...

(This article belongs to the Special Issue Machine Learning Methodologies and Ocean Science)
  • Article
  • Open Access
1,053 Views
24 Pages

9 March 2026

Carbon fluxes from the atmosphere to the ocean and from the ocean surface to the deep ocean are a key pathway in the long-term sequestration of anthropogenic CO2. Particulate Organic Carbon (POC), which comprises living plankton, detritus and other m...

(This article belongs to the Special Issue Satellite Remote Sensing for Ocean and Coastal Environment Monitoring (Second Edition))
  • Article
  • Open Access
36 Citations
8,231 Views
26 Pages

Levantine Intermediate and Levantine Deep Water Formation: An Argo Float Study from 2001 to 2017

  • Elisabeth Kubin,
  • Pierre-Marie Poulain,
  • Elena Mauri,
  • Milena Menna and
  • Giulio Notarstefano

27 August 2019

Levantine intermediate water (LIW) is formed in the Levantine Sea (Eastern Mediterranean) and spreads throughout the Mediterranean at intermediate depths, following the general circulation. The LIW, characterized by high salinity and relatively high...

(This article belongs to the Special Issue Ocean Exchange and Circulation)
  • Article
  • Open Access
12 Citations
4,692 Views
24 Pages

Accurate measurement of temperature and salinity is a fundamental task with heavy implications in all the possible applications of the currently available datasets, for example, in the study of climate changes and modeling of ocean dynamics. In this...

(This article belongs to the Section Ocean Engineering)
  • Article
  • Open Access
35 Citations
10,238 Views
13 Pages

Halosteric Sea Level Changes during the Argo Era

  • Gongjie Wang,
  • Lijing Cheng,
  • Timothy Boyer and
  • Chongyin Li

1 July 2017

In addition to the sea level (SL) change, or anomaly (SLA), due to ocean thermal expansion, total steric SLA (SSLA, all change to the existing volume of ocean water) is also affected by ocean salinity variation. Less attention, however, has been paid...

(This article belongs to the Special Issue Sea Level Changes)
  • Article
  • Open Access
17 Citations
4,216 Views
26 Pages

9 September 2022

Estimates of the diffuse attenuation coefficient (Kd) at two different wavelengths and band-integrated (PAR) were obtained using different published algorithms developed for open ocean waters spanning in type from explicit-empirical, semi-analytical...

(This article belongs to the Section Ocean Remote Sensing)
  • Article
  • Open Access
5 Citations
4,202 Views
15 Pages

Argo Buoy Trajectory Prediction: Multi-Scale Ocean Driving Factors and Time–Space Attention Mechanism

  • Pengfei Ning,
  • Dianjun Zhang,
  • Xuefeng Zhang,
  • Jianhui Zhang,
  • Yulong Liu,
  • Xiaoyi Jiang and
  • Yansheng Zhang

13 February 2024

The Array for Real-time Geostrophic Oceanography (Argo) program provides valuable data for maritime research and rescue operations. This paper is based on Argo historical and satellite observations, and inverted sea surface and submarine drift trajec...

(This article belongs to the Special Issue Research Progress on Ocean Observations Technology and Information Systems)
  • Article
  • Open Access
12 Citations
5,424 Views
23 Pages

7 March 2022

Marine biogeochemical models have been widely used to understand ecosystem dynamics and biogeochemical cycles. To resolve more processes, models typically increase in complexity, and require optimization of more parameters. Data assimilation is an es...

(This article belongs to the Section Ocean Remote Sensing)
  • Technical Note
  • Open Access
11 Citations
3,559 Views
12 Pages

16 September 2022

Monitoring sea level changes and exploring their causes are of great significance for future climate change predictions and the sustainable development of mankind. This study uses multiple sets of satellite altimetry, satellite gravity, and ocean tem...

(This article belongs to the Special Issue GRACE for Earth System Mass Change: Monitoring and Measurement)
  • Article
  • Open Access
6 Citations
3,187 Views
13 Pages

The Argo buoy detects marine environmental data by making profile movements in the ocean and transmits the profile detection data to the shore base through the communication terminal. However, due to the large volume of data collected from profile de...

(This article belongs to the Special Issue Celebrating the 70th Anniversary of China University of Petroleum: Invited Papers for Ocean Engineering)
  • Article
  • Open Access
10 Citations
4,030 Views
19 Pages

Correction of Biogeochemical-Argo Radiometry for Sensor Temperature-Dependence and Drift: Protocols for a Delayed-Mode Quality Control

  • Quentin Jutard,
  • Emanuele Organelli,
  • Nathan Briggs,
  • Xiaogang Xing,
  • Catherine Schmechtig,
  • Emmanuel Boss,
  • Antoine Poteau,
  • Edouard Leymarie,
  • Marin Cornec and
  • Hervé Claustre
  • + 1 author

16 September 2021

Measuring the underwater light field is a key mission of the international Biogeochemical-Argo program. Since 2012, 0–250 dbar profiles of downwelling irradiance at 380, 412 and 490 nm besides photosynthetically available radiation (PAR) have been ac...

(This article belongs to the Special Issue Advanced Sensing Technology for Ocean Observation)
  • Article
  • Open Access
2 Citations
4,092 Views
15 Pages

20 February 2021

The large variations in salinity at the salinity maximum in the northern South China Sea (NSCS), as an indicator for the changes in the Kuroshio intrusion (KI), play an important role in the hydrological cycle. The high salinity here is more than 34....

(This article belongs to the Special Issue Monitoring and Modelling of Coastal Environment)
  • Article
  • Open Access
29 Citations
5,846 Views
19 Pages

28 January 2022

Subsurface chlorophyll maxima (SCMs), commonly occurring beneath the surface mixed layer in coastal seas and open oceans, account for main changes in depth-integrated primary production and hence significantly contribute to the global carbon cycle. T...

(This article belongs to the Special Issue Deep Ocean Remote Sensing and Its Application in the Ocean Warming Study in Recent Decades)
  • Article
  • Open Access
11 Citations
4,629 Views
20 Pages

30 September 2019

The atmospheric and oceanic causes of mixed layer heat variations in the South China Sea (SCS) are examined using data from six long-lived Array for Real-time Geostrophic Oceanography (Argo) floats. The mixed layer heat budget along each float trajec...

(This article belongs to the Special Issue Impacts of Climate Change on the Ocean-Atmosphere System: Understanding, Adaptation and Sustainable Development)
  • Article
  • Open Access
22 Citations
5,566 Views
21 Pages

12 December 2019

Knowledge of mesoscale eddies in the Bay of Bengal (BOB) is key for further understanding the climate variability in this region and beyond, but little is known about the vertical structure of these eddies. In this study, the three−dimensional...

(This article belongs to the Section Ocean Remote Sensing)
  • Article
  • Open Access
22 Citations
4,876 Views
23 Pages

Design and Analysis of the Cis-Lunar Navigation for the ArgoMoon CubeSat Mission

  • Marco Lombardo,
  • Marco Zannoni,
  • Igor Gai,
  • Luis Gomez Casajus,
  • Edoardo Gramigna,
  • Riccardo Lasagni Manghi,
  • Paolo Tortora,
  • Valerio Di Tana,
  • Biagio Cotugno and
  • Simone Pirrotta
  • + 2 authors

27 October 2022

In the framework of the Artemis-1 mission, 10 CubeSats will be released, including the 6U CubeSat ArgoMoon, built by the Italian company Argotec and coordinated by the Italian Space Agency. The primary goal of ArgoMoon is to capture images of the Int...

(This article belongs to the Section Astronautics & Space Science)
  • Article
  • Open Access
2 Citations
1,260 Views
21 Pages

9 October 2025

The Auxin-Regulated Gene Involved in Organ Size (ARGOS) proteins have crucial regulatory effects on organ size and responses to environmental stresses. Despite their importance, Brassica oleracea ARGOS gene members and their functions in response to...

(This article belongs to the Special Issue Advance in Plant Abiotic Stress: 3rd Edition)
  • Article
  • Open Access
11 Citations
4,855 Views
11 Pages

27 June 2024

Background and Objectives: To compare the biometry of eyes obtained with two swept-source optical coherence tomography-based biometers—Argos (A), using an individual refractive index, and IOLMaster 700 (IM), using an equivalent refractive index...

(This article belongs to the Special Issue Optical Coherence Tomography and Optical Coherence Tomography Angiography in Clinic Diagnosis, Therapy and Surgery)
  • Article
  • Open Access
32 Citations
7,646 Views
16 Pages

A Machine Learning Approach to Argo Data Analysis in a Thermocline

  • Yu Jiang,
  • Yu Gou,
  • Tong Zhang,
  • Kai Wang and
  • Chengquan Hu

28 September 2017

With the rapid development of sensor networks, big marine data arises. To efficiently use these data to predict thermoclines, we propose a machine learning approach. We firstly focus on analyzing how temperature, salinity, and geographic location fea...

(This article belongs to the Special Issue Models, Systems and Applications for Sensors in Cyber Physical Systems)
  • Article
  • Open Access
361 Views
33 Pages

13 August 2026

Larissa Castle of Argos in the Peloponnese represents one of the most significant fortified landscapes in Greece, reflecting architectural transformation and military adaptation from prehistory to the twentieth century. Amongst its parts, one of the...

(This article belongs to the Special Issue Interdisciplinary Approaches to Fortification and Defense Heritage)
  • Article
  • Open Access
324 Views
23 Pages

Deploying robust ship detectors in real-world maritime environments is severely bottlenecked by the dual challenges of strictly constrained computational resources and complex background interferences, such as dense berthing, wake patterns, and SAR s...

(This article belongs to the Section Ocean Engineering)
  • Interesting Images
  • Open Access
2,596 Views
5 Pages

19 May 2025

Argonauta argo (Linnaeus, 1758), commonly known as the greater argonaut, is a pelagic octopod with a circumglobal distribution in warm and temperate seas. Although the species is occasionally reported in the Mediterranean Sea, confirmed in situ obser...

(This article belongs to the Section Marine Diversity)
  • Article
  • Open Access
5 Citations
3,529 Views
16 Pages

12 May 2023

Optimising a swarm of many robots can be computationally demanding, especially when accurate simulations are required to evaluate the proposed robot configurations. Consequentially, the size of the instances and swarms must be limited, reducing the n...

(This article belongs to the Section Robotics and Automation)
  • Article
  • Open Access
476 Views
23 Pages

Multibeam backscatter data are important for marine resource exploration and benthic habitat mapping. However, accurate estimation of absorption loss without concurrent CTD measurements can be challenging. This paper proposes an inversion method that...

(This article belongs to the Section Ocean Engineering)
  • Article
  • Open Access
6 Citations
2,860 Views
29 Pages

18 December 2025

In this work, we propose a fully decentralized, self-organizing control framework for a swarm of autonomous ground mobile robots. The system integrates potential field-based mechanisms for simultaneous trajectory tracking, formation control, and obst...

(This article belongs to the Special Issue Advanced Control and Optimization for Robotic Systems)
  • Feature Paper
  • Article
  • Open Access
25 Citations
8,149 Views
20 Pages

Arctic Sea Level Budget Assessment during the GRACE/Argo Time Period

  • Roshin P. Raj,
  • Ole B. Andersen,
  • Johnny A. Johannessen,
  • Benjamin D. Gutknecht,
  • Sourav Chatterjee,
  • Stine K. Rose,
  • Antonio Bonaduce,
  • Martin Horwath,
  • Heidi Ranndal and
  • Jérôme Benveniste
  • + 8 authors

1 September 2020

Sea level change is an important indicator of climate change. Our study focuses on the sea level budget assessment of the Arctic Ocean using: (1) the newly reprocessed satellite altimeter data with major changes in the processing techniques; (2) ocea...

(This article belongs to the Collection Feature Papers for Section Environmental Remote Sensing)
  • Article
  • Open Access
6 Citations
5,209 Views
18 Pages

Ocean Response to Super-Typhoon Haiyan

  • Tolulope Emmanuel Oginni,
  • Shuang Li,
  • Hailun He,
  • Hongwei Yang and
  • Zheng Ling

12 October 2021

Present paper studies the ocean response to super-typhoon Haiyan based on satellite and Argo float data. First, we show the satellite-based surface wind and sea surface temperature during super-typhoon Haiyan, and evaluate the widely-used atmospheric...

  • Article
  • Open Access
16 Citations
5,323 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...

(This article belongs to the Section Ocean Remote Sensing)
  • Article
  • Open Access
7 Citations
4,329 Views
23 Pages

Vertically Resolved Global Ocean Light Models Using Machine Learning

  • Pannimpullath Remanan Renosh,
  • Jie Zhang,
  • Raphaëlle Sauzède and
  • Hervé Claustre

7 December 2023

The vertical distribution of light and its spectral composition are critical factors influencing numerous physical, chemical, and biological processes within the oceanic water column. In this study, we present vertically resolved models of downwellin...

(This article belongs to the Special Issue AI for Marine, Ocean and Climate Change Monitoring)
  • Article
  • Open Access
9 Citations
2,592 Views
17 Pages

Multi-Method Technics and Deep Neural Networks Tools on Board ARGO USV for the Geoarchaeological and Geomorphological Mapping of Coastal Areas: The Case of Puteoli Roman Harbour

  • Gaia Mattei,
  • Pietro P. C. Aucelli,
  • Angelo Ciaramella,
  • Luigi De Luca,
  • Alberto Greco,
  • Gennaro Mellone,
  • Francesco Peluso,
  • Salvatore Troisi and
  • Gerardo Pappone

7 February 2024

The ARGO-USV (Unmanned Surface Vehicle for ARchaeological GeO-application) is a technological project involving a marine drone aimed at devising an innovative methodology for marine geological and geomorphological investigations in shallow areas, usu...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
382 Views
21 Pages

12 August 2026

HY–4A is China’s first ocean salinity remote-sensing satellite, launched into orbit in November 2024 and currently in operational service. The LASMR (L-Band Aperture Synthesis Microwave Radiometer) is the L-band synthetic aperture radiome...

(This article belongs to the Section Ocean and Global Climate)
  • Article
  • Open Access
8 Citations
2,076 Views
17 Pages

13 February 2025

The sound speed in the ocean has a considerable impact on the characteristics of underwater acoustic propagation. The swift gathering of the underwater three-dimensional (3D) sound speed field is essential for target detection, underwater acoustic co...

  • Technical Note
  • Open Access
2 Citations
2,054 Views
12 Pages

23 May 2024

Since 2016, the Argo (Array for Real-Time Geostrophic Oceanography) ocean salinity data has exhibited significant drift, directly affecting the accurate quantification of the global steric sea level (SSL) rates. To further investigate how salinity dr...

(This article belongs to the Special Issue Applications of Satellite Geodesy for Sea-Level Change Observation)
  • Technical Note
  • Open Access
4 Citations
3,541 Views
17 Pages

18 September 2021

In situ sea surface temperatures (SST) are the key component of the calibration and validation (Cal/Val) of satellite SST retrievals and data assimilation (DA). The NOAA in situ SST Quality Monitor (iQuam) aims to collect, from various sources, all a...

(This article belongs to the Special Issue Remote Sensing Data Sets)
  • Article
  • Open Access
10 Citations
2,274 Views
19 Pages

12 August 2024

The recent technology advancements in miniaturizing the primary components of spacecraft allow the classic CubeSats to be considered as a valid option in the design of a deep space scientific mission, not just to support a main typical interplanetary...

(This article belongs to the Section Aerospace Science and Engineering)
  • Article
  • Open Access
1,778 Views
15 Pages

Level of Agreement of Intraocular Lens Power Measurements Between a Swept-Source OCT Biometer and a Partial Coherence Interferometer

  • Eirini-Kanella Panagiotopoulou,
  • Thomas Polychroniadis,
  • Minas Bakirtzis,
  • Ioannis Tsinopoulos,
  • Nikolaos Ziakas and
  • Georgios Labiris

2 June 2025

Background/Objectives: Swept-Source Optical Coherence Tomography (SS-OCT) is a novel optical biometry technology with limited published data on its reliability compared to the gold standard, partial coherence interferometry (PCI). This study aims to...

(This article belongs to the Special Issue Advanced Approaches to Cataract and Refractive Surgery)
  • Article
  • Open Access
9 Citations
3,963 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...

(This article belongs to the Section Oceans and Coastal Zones)
  • Feature Paper
  • Article
  • Open Access
2 Citations
2,941 Views
17 Pages

4 September 2020

The multinational Argo program, which was initiated in 1999, has completed its global requirement of 3000 floats deployed by 2007. This program has revolutionized ocean observations with the provision of varying data in the upper half of the ocean. H...

  • Technical Note
  • Open Access
20 Citations
5,911 Views
15 Pages

Quantifying the Impact of Linear Regression Model in Deriving Bio-Optical Relationships: The Implications on Ocean Carbon Estimations

  • Marco Bellacicco,
  • Vincenzo Vellucci,
  • Michele Scardi,
  • Marie Barbieux,
  • Salvatore Marullo and
  • Fabrizio D’Ortenzio

9 July 2019

Linear regression is widely used in applied sciences and, in particular, in satellite optical oceanography, to relate dependent to independent variables. It is often adopted to establish empirical algorithms based on a finite set of measurements, whi...

(This article belongs to the Special Issue Remote Sensing of Ocean Colour: Theory and Applications)
  • Article
  • Open Access
7 Citations
2,657 Views
13 Pages

7 September 2022

Measurements of daytime radiometry in the ocean are necessary to constrain processes such as photosynthesis, photo-chemistry and radiative heating. Profiles of downwelling irradiance provide a means to compute the concentration of a variety of in-wat...

(This article belongs to the Special Issue Radiation Sensors and Detectors: Materials, Principles and Applications)
  • Article
  • Open Access
19 Citations
5,672 Views
18 Pages

11 October 2022

In this article, we present a distributed robot 3D formation system optimally parameterised by a hybrid evolutionary algorithm (EA) in order to improve its efficiency and robustness. To achieve that, we first describe the novel distributed formation...

(This article belongs to the Special Issue Metaheuristics for Real-World Optimization Problems)
  • Review
  • Open Access
6 Citations
2,821 Views
18 Pages

31 May 2024

We present a review of in situ observations regarding the interactions between tropical cyclones and the ocean in the western North Pacific for the year 2023. A total of at least 13 tropical cyclones occurred during this period. According to the Japa...

(This article belongs to the Special Issue Advances in Oceanic Dynamics by SAR and Numeric Model in Tropical Cyclone)
  • Article
  • Open Access
1 Citations
2,040 Views
11 Pages

New Bulgarian Rootstocks for Sour Cherry Cultivars (Prunus cerasus L.)

  • Dimitar Vasilev,
  • Svetoslav Malchev and
  • Lilyana Nacheva

30 April 2025

Research was conducted at the Agricultural Experiment Station—Khan Krum, Northeast Bulgaria during the period of 2014–2017. The aim of the study is to investigate the suitability of selected hybrids No.20-181 and No.20-192, obtained by in...

(This article belongs to the Special Issue Horticultural Plant Cultivation in the Climate Change Era: From Genotypes to Environment)
  • Article
  • Open Access
1 Citations
2,939 Views
16 Pages

Analysis of Seasonal and Long-Term Variations in the Surface and Vertical Structures of the Lofoten Vortex

  • Yu Liu,
  • Jing Meng,
  • Jianhui Wang,
  • Guoqing Han,
  • Xiayan Lin,
  • Junming Chen and
  • Qiyan Ji

2 April 2023

The Lofoten Vortex (LV) is a quasi-permanent anticyclonic eddy with the characteristic of periodic regeneration in the Lofoten Basin (LB), which is one of the major areas of deep vertical mixing in the Nordic Sea. Our analysis of the LV contributes t...

(This article belongs to the Special Issue Applications of Remote Sensing in Oceanography: Prospects and Challenges II)
  • Article
  • Open Access
14 Citations
4,345 Views
22 Pages

6 January 2024

Dissolved oxygen (DO) is essential for assessing and monitoring the health of marine ecosystems. The phenomenon of ocean deoxygenation is widely recognized. Nevertheless, the limited availability of observations poses a challenge in achieving a compr...

(This article belongs to the Special Issue Machine Learning for Spatiotemporal Remote Sensing Data)
  • Communication
  • Open Access
2,332 Views
11 Pages

The ARGOS Instrument for Stratospheric Aerosol Measurements

  • Matthew T. DeLand,
  • Matthew G. Kowalewski,
  • Peter R. Colarco and
  • Luis Ramos-Izquierdo

26 April 2024

Atmospheric aerosols represent an important component of the Earth’s climate system because they can contribute both positive and negative forcing to the energy budget. We are developing the Aerosol Radiometer for Global Observations of the Str...

(This article belongs to the Special Issue Recent Developments in Remote Sensing Instruments, Technologies, and Results for Aerosol and Cloud Measurements)
  • Article
  • Open Access
18 Citations
5,546 Views
20 Pages

Physical and Biochemical Responses to Sequential Tropical Cyclones in the Arabian Sea

  • Tongyu Wang,
  • Fajin Chen,
  • Shuwen Zhang,
  • Jiayi Pan,
  • Adam T. Devlin,
  • Hao Ning and
  • Weiqiang Zeng

23 January 2022

The upper-ocean physical and biochemical responses to sequential tropical cyclones (TCs) Kyarr and Maha in the Arabian Sea (AS) were investigated using data from satellites and Bio-Argo floats. Corresponding to slow and strong sequential TCs, two coo...

(This article belongs to the Special Issue Remote Sensing of Coastal Waters, Land Use/Cover, Lakes, Rivers and Watersheds II)
  • Article
  • Open Access
9 Citations
3,315 Views
26 Pages

25 December 2024

The evolution of the three-dimensional thermohaline structure of mesoscale eddies is crucial for assessing energy and mass transfer during their long-distance propagation in the ocean. However, the understanding and quantitative evaluation of the rol...

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