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  • Article
  • Open Access
13 Citations
4,602 Views
11 Pages

Influence of Sea State on Sea Surface Height Oscillation from Doppler Altimeter Measurements in the North Sea

  • Ferdinando Reale,
  • Fabio Dentale,
  • Eugenio Pugliese Carratelli and
  • Luciana Fenoglio-Marc

10 July 2018

This paper reports on an investigation on the influence of waves on the sea surface height error, σh, as measured by Delay Doppler satellite altimetry (DDA). CryoSat-2 altimeter sea surface height (SSH) data in the North Sea, processed in both...

  • Article
  • Open Access
3 Citations
2,311 Views
18 Pages

Sea Surface Height Measurements Based on Multi-Antenna GNSS Buoys

  • Xiaoming Xue,
  • Jichao Yang,
  • Qing Zhao,
  • Shengli Wang,
  • Ranshuo Zhao and
  • Hulin Shao

27 May 2024

Sea level monitoring is an essential foundational project for studying global climate change and the rise in sea levels. Satellite radar altimeters, which can sometimes provide inaccurate sea surface height data near the coast, are affected by both t...

  • Article
  • Open Access
8 Citations
4,425 Views
19 Pages

28 May 2019

Utilizing a high-resolution (2-km) coastal ocean model output off Eastern Newfoundland, this paper explores the potential for reconstructing the sea surface height (SSH) and the surface inshore Labrador Current from high-resolution SSH data of the up...

  • Article
  • Open Access
20 Citations
4,797 Views
16 Pages

21 January 2020

Mean sea surface height (MSSH) is an important parameter, which plays an important role in the analysis of the geoid gap and the prediction of ocean dynamics. Traditional measurement methods, such as the buoy and ship survey, have a small cover area,...

  • Communication
  • Open Access
4 Citations
2,848 Views
10 Pages

6 July 2021

This study presents mathematical analysis and numerical modeling for the estimation of measurement errors of height estimation over the sea surface for a precision radar altimeter installed in a low altitude flying vehicle. Reflective properties of t...

  • Article
  • Open Access
9 Citations
3,448 Views
25 Pages

20 April 2024

Predicting the mesoscale eddies in the ocean is crucial for advancing our understanding of the ocean and climate systems. Establishing spatio-temporal correlation among input data is a significant challenge in mesoscale eddy prediction tasks, especia...

  • Article
  • Open Access
2 Citations
3,430 Views
21 Pages

Measurement of the Sea Surface Height with Airborne GNSS Reflectometry and Delay Bias Calibration

  • Feng Wang,
  • Dongkai Yang,
  • Guodong Zhang,
  • Jin Xing,
  • Bo Zhang and
  • Lei Yang

1 August 2021

Sea surface height can be measured with the delay between reflected and direct global navigation satellite system (GNSS) signals. The arrival time of a feature point, such as the waveform peak, the peak of the derivative waveform, and the fraction of...

  • Article
  • Open Access
6 Citations
3,408 Views
22 Pages

18 February 2023

Corrections to altimeter-measured sea surface height anomalies (SSHA) have a larger proportional effect for synthetic aperture radar (SAR) altimetry than conventional, pulse-limited altimetry because of lower range noise. Here, we quantified the impa...

  • Article
  • Open Access
5 Citations
3,512 Views
18 Pages

Predictive Model for Northern Thailand Rainfall Using Niño Indexes and Sea Surface Height Anomalies in the South China Sea

  • Krittaporn Buathong,
  • Sompop Moonchai,
  • Schradh Saenton,
  • Thidaporn Supapakorn and
  • Thaned Rojsiraphisal

Northern Thailand rainfall (NTR) plays a crucial role in supplying surface water resources for downstream regions that millions of Thais rely on. The NTR has been reported to be adversely affected by the recent climate change making it impossible to...

  • Article
  • Open Access
1,788 Views
13 Pages

This study evaluates the potential of GNSS/IMU buoys for sea surface height observations and depth datum verification. GNSS/IMU buoys were deployed alongside 34 tide gauges around Taiwan for synchronous sea surface height measurements. The collected...

  • Article
  • Open Access
12 Citations
2,911 Views
13 Pages

Altimeter waveforms are usually contaminated due to nonmarine surfaces or inhomogeneous sea state conditions. The present work aimed to present how the singular spectrum analysis (SSA) can be used to reduce the noise level in Jason-1 altimeter wavefo...

  • Article
  • Open Access
759 Views
21 Pages

27 November 2025

Sea surface height (SSH) derived from satellite altimetry is essential for oceanographic research and marine monitoring. Although artificial intelligence (AI) models show considerable potential in forecasting, their application in oceanography remain...

  • Article
  • Open Access
2 Citations
2,351 Views
20 Pages

Sea Surface Height Measurements Using UAV Altimeters with Nadir LiDAR or Low-Cost GNSS Reflectometry

  • Kaoru Ichikawa,
  • Jyoushiro Noda,
  • Ryosuke Sakemi,
  • Kei Yufu,
  • Akihiko Morimoto,
  • Hidejiro Onishi and
  • Tanuspong Pokavanich

6 December 2024

Although UAV height is precisely determined using GNSS, the vertical distance between the UAV and the sea surface should be subtracted to obtain the sea surface height (SSH). This distance can be measured using nadir-looking LiDAR or GNSS reflectomet...

  • Communication
  • Open Access
6 Citations
2,545 Views
11 Pages

22 February 2024

In recent decades, satellites have played a pivotal role in observing ocean dynamics, providing diverse datasets with varying spatial resolutions. Notably, within these datasets, sea surface height (SSH) data typically exhibit low resolution, while s...

  • Article
  • Open Access
216 Views
31 Pages

15 January 2026

Recent advances in satellite observations have expanded the use of Sea Surface Temperature (SST) and Sea Surface Height (SSH) data in climate and oceanography, yet their low spatial resolution limits fine-scale analyses. We propose HiT_DS, a modular...

  • Article
  • Open Access
19 Citations
3,955 Views
15 Pages

4 August 2020

In this study, we performed preliminary comparative evaluation and correction of two-dimensional sea surface height (SSH) data from the Chinese Tiangong-2 Interferometric Imaging Radar Altimeter (InIRA) with the goal of advancing its retrieval. Data...

  • Article
  • Open Access
11 Citations
2,683 Views
23 Pages

28 April 2023

To increase data availability and accuracy in the coastal zone, especially in the last 5 km to the coast, we present a SCMR (Seamless Combination of Multiple Retrackers) processing strategy to combine sea surface height (SSH) estimates from waveform...

  • Article
  • Open Access
2,517 Views
21 Pages

22 August 2022

Construction of a high spatial resolution and high precision marine gravity field in coastal areas is constrained by the low quality and sparse coverage of altimetry data, except for limited shipborne and airborne gravity surveys. To address this pro...

  • Article
  • Open Access
12 Citations
3,276 Views
29 Pages

25 May 2023

In this paper, a method for joint sea surface rainfall intensity (RI), wind speed, and wave height retrieval based on spaceborne global navigation satellite system reflectometry (GNSS-R) data is proposed, which especially considers the effects betwee...

  • Article
  • Open Access
2 Citations
1,158 Views
18 Pages

Satellite altimetry measurements enable the resolution of ocean variability from basin-scale to mesoscale. However, the spatial resolution is still limited. The two-dimensional map from the merged data for all the available altimetry satellites can r...

  • Article
  • Open Access
9 Citations
3,444 Views
30 Pages

13 May 2022

With an increasing demand for accurate and reliable estimates of sea surface heights (SSH) from coastal and marine applications, approaches based on GNSS positioning have become favored, to bridge the gap between tide gauge (TG) and altimetry measure...

  • Article
  • Open Access
11 Citations
3,607 Views
14 Pages

Though the ocean is sparsely populated by buoys that feature co-located instruments to measure surface winds and waves, their data is of vital importance. However, due to either minor instrumentation failure or maintenance, intermittency can be a pro...

  • Article
  • Open Access
17 Citations
7,813 Views
22 Pages

Improving Jason-2 Sea Surface Heights within 10 km Offshore by Retracking Decontaminated Waveforms

  • Zhengkai Huang,
  • Haihong Wang,
  • Zhicai Luo,
  • C. K. Shum,
  • Kuo-Hsin Tseng and
  • Bo Zhong

23 October 2017

It is widely believed that altimetry-derived sea surface heights (SSHs) in coastal zones are seriously degraded due to land contamination in altimeter waveforms from non-marine surfaces or due to inhomogeneous sea state conditions. Spurious peaks sup...

  • Article
  • Open Access
2,261 Views
14 Pages

29 July 2021

Currently, the research on the inversion of wave height by using the shadow statistical method attracts more attention, due to the benefit of without external calibration equipment. Under the assumption of the sea wave satisfying the ideal first-orde...

  • Article
  • Open Access
28 Citations
6,931 Views
19 Pages

Mapping Sea Surface Height Using New Concepts of Kinematic GNSS Instruments

  • Clémence Chupin,
  • Valérie Ballu,
  • Laurent Testut,
  • Yann-Treden Tranchant,
  • Michel Calzas,
  • Etienne Poirier,
  • Thibault Coulombier,
  • Olivier Laurain,
  • Pascal Bonnefond and
  • Team FOAM Project

19 August 2020

For over 25 years, satellite altimetry observations have provided invaluable information about sea-level variations, from Global Mean Sea-Level to regional meso-scale variability. However, this information remains difficult to extract in coastal area...

  • Communication
  • Open Access
5 Citations
2,840 Views
13 Pages

Sea Surface Height Wavenumber Spectrum from Airborne Interferometric Radar Altimeter

  • Jinchao He,
  • Yongsheng Xu,
  • Hanwei Sun,
  • Qiufu Jiang,
  • Lei Yang,
  • Weiya Kong and
  • Yalong Liu

12 April 2024

The proposed “Guanlan” ocean science satellite, led by China’s Laoshan Laboratory, includes an interferometric radar altimeter (IRA) as a key payload. As an integral part of its development, an airborne IRA experiment was conducted...

  • Article
  • Open Access
1 Citations
2,030 Views
17 Pages

14 August 2023

In Global Navigation Satellite System Reflectometry (GNSS-R), SNR spectrum analysis is widely used for surface altimetry inversion because of its low cost and easy operation. However, this method is somewhat limited in environmental situations with l...

  • Article
  • Open Access
2 Citations
2,783 Views
22 Pages

1 September 2023

Seasonal variations are significant in currents in the Makassar Strait, 80% of the Indonesian Throughflow (ITF) from the Pacific to the Indian Ocean, and they are in phase with both the monsoon and the sea surface height anomaly (SSHA) difference bet...

  • Article
  • Open Access
2,601 Views
18 Pages

3 September 2024

Approximately 71% of the Earth’s surface is covered by vast oceans. With the exacerbation of global climate change, high-precision monitoring of sea surface height variations is of vital importance for constructing global ocean gravity fields a...

  • Article
  • Open Access
7 Citations
2,136 Views
14 Pages

The Effect of Spatially Correlated Errors on Sea Surface Height Retrieval from SWOT Altimetry

  • Max Yaremchuk,
  • Christopher Beattie,
  • Gleb Panteleev,
  • Joseph M. D’Addezio and
  • Scott Smith

31 August 2023

The upcoming technology of wide-swath altimetry from space will enable monitoring the ocean surface at 4–5 times better spatial resolution and 2–3 times better accuracy than traditional nadir altimeters. This development will provide a ch...

  • Project Report
  • Open Access
3 Citations
4,524 Views
26 Pages

Results of the Dragon 4 Project on New Ocean Remote Sensing Data for Operational Applications

  • Ferran Gibert,
  • Jacqueline Boutin,
  • Wolfgang Dierking,
  • Alba Granados,
  • Yan Li,
  • Eduard Makhoul,
  • Junmin Meng,
  • Alexandre Supply,
  • Ester Vendrell and
  • Xi Zhang
  • + 5 authors

20 July 2021

This paper provides an overview of the Dragon 4 project dealing with operational monitoring of sea ice and sea surface salinity (SSS) and new product developments for altimetry data. To improve sea ice thickness retrieval, a new method was developed...

  • Article
  • Open Access
7 Citations
2,190 Views
20 Pages

Key Factors for Improving the Resolution of Mapped Sea Surface Height from Multi-Satellite Altimeters in the South China Sea

  • Lei Liu,
  • Xiaoya Zhang,
  • Jianfang Fei,
  • Zhijin Li,
  • Wenli Shi,
  • Huizan Wang,
  • Xingliang Jiang,
  • Ze Zhang and
  • Xianyu Lv

31 August 2023

A satellite altimeter measures sea surface height (SSH) along the nadir track. Multiple satellite altimeters have been in orbit, and the measurements been merged for mapping mesoscale eddies of ~100 km in size in the oceans. The capability of the map...

  • Article
  • Open Access
5 Citations
3,361 Views
14 Pages

Ocean Surface Anomalies after Strong Winds in the Western Mediterranean Sea

  • Francesco Ragone,
  • Andrea Meli,
  • Anna Napoli and
  • Claudia Pasquero

The Western Mediterranean Sea is often subject to intense winds, especially during the winter season. Intense winds induce surface cooling associated with anomalous ocean heat loss, upwelling and diapycnal mixing. In this study we investigate the ove...

  • Article
  • Open Access
3 Citations
2,411 Views
17 Pages

21 December 2022

Dropsonde-based sensible heat flux, latent heat flux, and buoyancy flux were estimated over the sea around the Korean Peninsula in 2021. During a preceding severe weather (SW) mission, a total of 243 dropsondes were released from a National Institute...

  • Article
  • Open Access
8 Citations
2,737 Views
21 Pages

21 December 2022

The traditional altimetry satellites based on pulse-limited radar altimeter only calculate along-track deflection of the vertical (DOV), which results in poorer precision of the prime vertical component than that of the meridian component and limits...

  • Article
  • Open Access
1 Citations
1,450 Views
20 Pages

30 April 2025

Determining the sea surface height using Global Navigation Satellite System (GNSS) buoys is an important method for satellite altimetry calibration. The buoys observe the absolute height of the sea surface using GNSS positioning technology, which is...

  • Article
  • Open Access
13 Citations
6,447 Views
12 Pages

Numerical Simulation of Whitecaps and Foam Effects on Satellite Altimeter Response

  • Ferdinando Reale,
  • Fabio Dentale and
  • Eugenio Pugliese Carratelli

28 April 2014

The determination of wave height by active satellite remote sensing, be it Synthetic Aperture Radar (SAR) or altimeter, has been a common practice for many years and is now imbedded on many meteorological and oceanographic forecasting systems. Despit...

  • Article
  • Open Access
12 Citations
4,409 Views
20 Pages

A Real-Time GNSS-R System for Monitoring Sea Surface Wind Speed and Significant Wave Height

  • Jin Xing,
  • Baoguo Yu,
  • Dongkai Yang,
  • Jie Li,
  • Zhejia Shi,
  • Guodong Zhang and
  • Feng Wang

17 May 2022

This paper presents a monitoring system based on Global Navigation Satellite System (GNSS) reflected signals to provide real-time observations of sea conditions. Instead of a computer, the system uses a custom-built hardware platform that incorporate...

  • Article
  • Open Access
10 Citations
4,709 Views
15 Pages

9 July 2019

The positioning error of the specular reflection point is the main error source of Global Navigation Satellite System Reflectometry (GNSS-R) satellite sea surface altimetry. The existing specular reflection point geometric positioning methods do not...

  • Article
  • Open Access
45 Citations
6,454 Views
28 Pages

Global Assessments of the HY-2B Measurements and Cross-Calibrations with Jason-3

  • Yongjun Jia,
  • Jungang Yang,
  • Mingsen Lin,
  • Youguang Zhang,
  • Chaofei Ma and
  • Chenqing Fan

1 August 2020

The HY-2B satellite was successfully launched on 25 October 2018. One of the main payloads of the HY-2B was a radar altimeter. In the present study, the quality of the HY-2B along-track sea surface heights (SSH), significant wave heights (SWH), and s...

  • Feature Paper
  • Article
  • Open Access
10 Citations
4,943 Views
16 Pages

9 February 2017

The southern waters off Java-Bali were recognized as spawning and potential fishing ground for tuna species. However, few studies have been conducted on this area. In this paper, the environmental preference of bigeye tuna was assessed based on catch...

  • Article
  • Open Access
1 Citations
975 Views
21 Pages

21 July 2025

The airborne Synthetic Aperture Radar (SAR) has the advantages of high-precision real-time observation of wave height variations and portability in the high frequency band, such as the Ku band. In view of the Four Fast Fourier Transform (4-FFT) algor...

  • Article
  • Open Access
20 Citations
9,191 Views
24 Pages

The research on marine chlorophyll concentrations, as indicators of phytoplankton abundance, their relations with environmental parameters, and their trends is of global interest. It is also crucial when referring to oligotrophic environments where m...

  • Article
  • Open Access
3 Citations
1,958 Views
18 Pages

20 December 2024

Three-dimensional ocean temperature field data with high temporal-spatial resolution bears a significant impact on ocean dynamic processes such as mesoscale eddies. In recent years, with the rapid development of remote sensing data, deep learning met...

  • Technical Note
  • Open Access
1,453 Views
16 Pages

On Barotropic Response of Arctic Seas to Polar Lows: A Case Study in the Barents Sea

  • Vladimir Kudryavtsev,
  • Anastasiia Stokoz and
  • Kirill Khvorostovsky

29 August 2023

In the present paper, we investigate the sea surface height (SSH) anomalies caused by polar lows (PLs) crossing the central part of the Barents Sea and verify if the barotropic response is detectable in the shallow Arctic seas. Analysis of the SSH an...

  • Article
  • Open Access
11 Citations
4,020 Views
20 Pages

3 February 2021

Water resources are crucial to the livelihood and sustainability of the general public across the western United States. This study covers the timespan of both the third driest drought in Californian history between 2012 and 2015 as well as the extre...

  • Letter
  • Open Access
1 Citations
2,920 Views
10 Pages

13 March 2020

This study investigates correlations among interannual variabilities of sea surface wind, sea surface temperature (SST), and sea surface height anomaly (SSHA) in the tropical region from latitude 15°S to 15°N. Sea surface winds were derived f...

  • Article
  • Open Access
20 Citations
4,409 Views
20 Pages

3 July 2019

The Sentinel-3A satellite, equipped with Synthetic Aperture Radar (SAR) Altimeter (SRAL) instrument to derive sea surface height, significant wave height and surface wind speed over the global ocean, was launched on 16 February 2016. The assessment o...

  • Article
  • Open Access
2,305 Views
14 Pages

8 March 2023

Typhoon Haikui (2012) occurred in the northwestern Pacific Ocean, and landfall on the east coast of China brought heavy rainfall with strong winds. Because of Typhoon Haikui, sea surface temperature (SST) cooling of 3 °C occurred on the right sid...

  • Article
  • Open Access
3 Citations
2,228 Views
19 Pages

30 January 2024

Dynamic topography (DT) refers to the time-varying component of the sea surface height influenced by factors like ocean currents, temperature, and salinity gradients. Accurate estimation of DT is crucial for comprehending oceanic circulation patterns...

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