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5,265 Results Found

  • Proceeding Paper
  • Open Access
2,113 Views
5 Pages

Preliminary Results of Satellite-Derived Nearshore Bathymetry

  • Ausiàs Roch-Talens,
  • Josep Eliseu Pardo-Pascual and
  • Jaime Almonacid-Caballer

This article presents the preliminary results of a study on satellite-derived bathymetry. The purpose of this research is to explore the use of remote sensing and optical imagery for mapping the depth of coastal waters. This study uses empirical mode...

  • Article
  • Open Access
2 Citations
2,836 Views
32 Pages

Optimising Satellite-Derived Bathymetry Using Optical Imagery over the Adelaide Metropolitan Coast

  • Joram Downes,
  • David Bruce,
  • Graziela Miot da Silva and
  • Patrick A. Hesp

28 February 2025

This study enhances the accuracy of optical satellite-derived bathymetric datasets in a shallow, mixed-bottom, low-wave-energy coastal environment by identifying the optimal combination of input satellite imagery, spectral bands, and empirical deriva...

  • Article
  • Open Access
178 Views
32 Pages

Is Satellite-Derived Bathymetry Vertical Accuracy Dependent on Satellite Mission and Processing Method?

  • Monica Palaseanu-Lovejoy,
  • Jeffrey Danielson,
  • Minsu Kim,
  • Bryan Eder,
  • Gretchen Imahori and
  • Curt Storlazzi

6 January 2026

This research focusses on three satellite-derived bathymetry methods and optical satellite instruments: (1) a stereo photogrammetry bathymetry module (SaTSeaD) developed for the NASA Ames stereo pipeline open-source software (version 3.6.0) using ste...

  • Feature Paper
  • Article
  • Open Access
1 Citations
3,002 Views
14 Pages

Analyzing the Accuracy of Satellite-Derived DEMs Using High-Resolution Terrestrial LiDAR

  • Aya Hamed Mohamed,
  • Mohamed Islam Keskes and
  • Mihai Daniel Nita

13 December 2024

The accurate estimation of Digital Elevation Models (DEMs) derived from satellite data is critical for numerous environmental applications. This study evaluates the accuracy and reliability of two satellite-derived elevation models, the ALOS World 3D...

  • Article
  • Open Access
7 Citations
4,027 Views
18 Pages

3 November 2023

For more than 50 years, marine and remote sensing researchers have investigated the methods of bathymetry extraction by means of active (altimetry) and passive (optics) satellite sensors. These methods, in general, are referred to as satellite-derive...

  • Technical Note
  • Open Access
74 Citations
7,038 Views
12 Pages

Cubesats Allow High Spatiotemporal Estimates of Satellite-Derived Bathymetry

  • Dimitris Poursanidis,
  • Dimosthenis Traganos,
  • Nektarios Chrysoulakis and
  • Peter Reinartz

31 May 2019

High spatial and temporal resolution satellite remote sensing estimates are the silver bullet for monitoring of coastal marine areas globally. From 2000, when the first commercial satellite platforms appeared, offering high spatial resolution data, t...

  • Article
  • Open Access
10 Citations
2,028 Views
19 Pages

Discovering Optimal Triplets for Assessing the Uncertainties of Satellite-Derived Evapotranspiration Products

  • Yan He,
  • Chen Wang,
  • Jinghao Hu,
  • Huihui Mao,
  • Zheng Duan,
  • Cixiao Qu,
  • Runkui Li,
  • Mingyu Wang and
  • Xianfeng Song

21 June 2023

Information relating to errors in evapotranspiration (ET) products, including satellite-derived ET products, is critical to their application but often challenging to obtain, with a limited number of flux towers available for the sufficient validatio...

  • Article
  • Open Access
9 Citations
4,256 Views
14 Pages

Satellite-Derived Bathymetry for Selected Shallow Maltese Coastal Zones

  • Gareth Darmanin,
  • Adam Gauci,
  • Alan Deidun,
  • Luciano Galone and
  • Sebastiano D’Amico

22 April 2023

Bathymetric information has become essential to help maintain and operate coastal zones. Traditional in situ bathymetry mapping using echo sounders is inefficient in shallow waters and operates at a high logistical cost. On the other hand, lidar mapp...

  • Article
  • Open Access
26 Citations
5,918 Views
15 Pages

Comparison of Ground-Based and Satellite-Derived Solar UV Index Levels at Six South African Sites

  • Jean-Maurice Cadet,
  • Hassan Bencherif,
  • Thierry Portafaix,
  • Kévin Lamy,
  • Katlego Ncongwane,
  • Gerrie J. R. Coetzee and
  • Caradee Y. Wright

South Africa has been measuring the ground-based solar UV index for more than two decades at six sites to raise awareness about the impacts of the solar UV index on human health. This paper is an exploratory study based on comparison with satellite U...

  • Article
  • Open Access
18 Citations
5,385 Views
29 Pages

4 July 2020

Solar irradiance derived from satellite imagery is useful for solar resource assessment, as well as climate change research without spatial limitation. The University of Arizona Solar Irradiance Based on Satellite–Korea Institute of Energy Rese...

  • Article
  • Open Access
40 Citations
10,882 Views
28 Pages

Integrating Global Satellite-Derived Data Products as a Pre-Analysis for Hydrological Modelling Studies: A Case Study for the Red River Basin

  • Gijs Simons,
  • Wim Bastiaanssen,
  • Le An Ngô,
  • Christopher R. Hain,
  • Martha Anderson and
  • Gabriel Senay

28 March 2016

With changes in weather patterns and intensifying anthropogenic water use, there is an increasing need for spatio-temporal information on water fluxes and stocks in river basins. The assortment of satellite-derived open-access information sources on...

  • Article
  • Open Access
20 Citations
3,985 Views
21 Pages

4 June 2022

Extreme precipitation events have a more serious impact on densely populated cities and therefore reliable estimation of extreme precipitation is very important. Satellite-derived precipitation products provide precipitation datasets with high spatio...

  • Article
  • Open Access
21 Citations
4,328 Views
24 Pages

Performance and Uncertainty of Satellite-Derived Bathymetry Empirical Approaches in an Energetic Coastal Environment

  • Bertrand Lubac,
  • Olivier Burvingt,
  • Alexandre Nicolae Lerma and
  • Nadia Sénéchal

12 May 2022

Objectives of this study are to evaluate the performance of different satellite-derived bathymetry (SDB) empirical models developed for multispectral satellite mission applications and to propose an uncertainty model based on inferential statistics....

  • Article
  • Open Access
1,382 Views
20 Pages

Sentinel-2 Satellite-Derived Bathymetry with Data-Efficient Domain Adaptation

  • Christos G. E. Anagnostopoulos,
  • Vassilios Papaioannou,
  • Konstantinos Vlachos,
  • Anastasia Moumtzidou,
  • Ilias Gialampoukidis,
  • Stefanos Vrochidis and
  • Ioannis Kompatsiaris

Satellite-derived bathymetry (SDB) enables the efficient mapping of shallow waters such as coastal zones but typically requires extensive local ground truth data to achieve high accuracy. This study evaluates the effectiveness of transfer learning in...

  • Review
  • Open Access
49 Citations
6,918 Views
27 Pages

Optical Satellite-Derived Bathymetry: An Overview and WoS and Scopus Bibliometric Analysis

  • Tea Duplančić Leder,
  • Martina Baučić,
  • Nenad Leder and
  • Frane Gilić

26 February 2023

A technical and scientific overview regarding satellite-derived bathymetry (SDB)—one of the most promising and relatively cheap methods of shallow water depth determination—is presented. The main goal of the article is to present informat...

  • Article
  • Open Access
6 Citations
4,433 Views
32 Pages

8 September 2022

ARGANS has years of experience in analysing the factors limiting light transmission in coastal environments around the world. This has led its Satellite-Derived Bathymetry (SDB) team to the conclusion that current satellite instruments and their reso...

  • Article
  • Open Access
6 Citations
3,391 Views
24 Pages

27 October 2021

Access to reliable, clean, modern cooking enhances life chances. One option is photovoltaic cooking systems. Accurate solar data are needed to ascertain to what extent these can satisfy the needs of local people. In this paper, we investigate how to...

  • Article
  • Open Access
3 Citations
2,937 Views
18 Pages

28 June 2024

Satellite-derived bathymetry (SDB) is an effective means of obtaining global shallow water depths. However, the effect of inherent optical properties (IOPs) on the accuracy of SDB under different water quality conditions has not been clearly clarifie...

  • Technical Note
  • Open Access
208 Citations
28,569 Views
18 Pages

Estimating Satellite-Derived Bathymetry (SDB) with the Google Earth Engine and Sentinel-2

  • Dimosthenis Traganos,
  • Dimitris Poursanidis,
  • Bharat Aggarwal,
  • Nektarios Chrysoulakis and
  • Peter Reinartz

1 June 2018

Bathymetry mapping forms the basis of understanding physical, economic, and ecological processes in the vastly biodiverse coastal fringes of our planet which are subjected to constant anthropogenic pressure. Here, we pair recent advances in cloud com...

  • Article
  • Open Access
18 Citations
4,574 Views
25 Pages

25 August 2020

Physics-based radiative transfer model (RTM) inversion methods have been developed and implemented for satellite-derived bathymetry (SDB); however, precise atmospheric correction (AC) is required for robust bathymetry retrieval. In a previous study,...

  • Article
  • Open Access
14 Citations
4,908 Views
16 Pages

Consideration of Level of Confidence within Multi-Approach Satellite-Derived Bathymetry

  • René Chénier,
  • Ryan Ahola,
  • Mesha Sagram,
  • Marc-André Faucher and
  • Yask Shelat

The Canadian Hydrographic Service (CHS) publishes nautical charts covering all Canadian waters. Through projects with the Canadian Space Agency, CHS has been investigating remote sensing techniques to support hydrographic applications. One challenge...

  • Article
  • Open Access
9 Citations
3,236 Views
18 Pages

Mapping Morphodynamic Variabilities of a Meso-Tidal Flat in Shanghai Based on Satellite-Derived Data

  • Rui Yuan,
  • Hezhenjia Zhang,
  • Cheng Qiu,
  • Yuefeng Wang,
  • Xingjie Guo,
  • Yaping Wang and
  • Shenliang Chen

22 August 2022

Morphodynamic variabilities of tidal flats (e.g., the variations of pattern, area, and topography) are a key issue in the management of coastal intertidal zones. In this study, the morphodynamic variabilities of the Lin-gang (Shanghai) tidal flat wer...

  • Article
  • Open Access
1,524 Views
20 Pages

A Cloud-Based Framework for the Quantification of the Uncertainty of a Machine Learning Produced Satellite-Derived Bathymetry

  • Spyridon Christofilakos,
  • Avi Putri Pertiwi,
  • Andrea Cárdenas Reyes,
  • Stephen Carpenter,
  • Nathan Thomas,
  • Dimosthenis Traganos and
  • Peter Reinartz

3 September 2025

The estimation of accurate and precise Satellite-Derived Bathymetries (SDBs) is important in marine and coastal applications for a better understanding of the ecosystems and science-based decision-making. Despite the advancements in related Machine L...

  • Article
  • Open Access
45 Citations
22,205 Views
35 Pages

22 May 2015

Mean Annual Precipitation is one of the most important variables used in water resource management. However, quantifying Mean Annual Precipitation at high spatial resolution, needed for advanced hydrological analysis, is challenging in developing cou...

  • Article
  • Open Access
23 Citations
4,108 Views
27 Pages

14 May 2023

Satellite-derived bathymetry (SDB) is the process of estimating water depth in shallow coastal and inland waters using satellite imagery. Recent advances in technology and data processing have led to improvements in the accuracy and availability of S...

  • Article
  • Open Access
12 Citations
5,800 Views
34 Pages

Physics-Based Satellite-Derived Bathymetry (SDB) Using Landsat OLI Images

  • Minsu Kim,
  • Jeff Danielson,
  • Curt Storlazzi and
  • Seonkyung Park

28 February 2024

The estimation of depth in optically shallow waters using satellite imagery can be efficient and cost-effective. Active sensors measure the distance traveled by an emitted laser pulse propagating through the water with high precision and accuracy if...

  • Article
  • Open Access
15 Citations
3,216 Views
23 Pages

17 November 2023

Selecting a representative optical deep-water area is crucial for accurate satellite-derived bathymetry (SDB) based on semi-theoretical and semi-empirical models. This study proposed a deep-water area selection method where potential areas were ident...

  • Article
  • Open Access
15 Citations
6,076 Views
22 Pages

Validation of Hourly Global Horizontal Irradiance for Two Satellite-Derived Datasets in Northeast Iraq

  • Bikhtiyar Ameen,
  • Heiko Balzter,
  • Claire Jarvis,
  • Etienne Wey,
  • Claire Thomas and
  • Mathilde Marchand

17 October 2018

Several sectors need global horizontal irradiance (GHI) data for various purposes. However, the availability of a long-term time series of high quality in situ GHI measurements is limited. Therefore, several studies have tried to estimate GHI by re-a...

  • Article
  • Open Access
2 Citations
2,311 Views
20 Pages

11 September 2022

Assimilation of satellite-derived humidity with a homogenous static background error covariance (B) matrix computed over the entire computational domain (Full-B) tends to overpredict sea fog coverage. A feature-dependent B (Fog-B) is proposed to addr...

  • Article
  • Open Access
503 Views
19 Pages

A Two-Stage Semiempirical Model for Satellite-Derived Bathymetry Based on Log-Ratio Reflectance Indices

  • Felivalentín Lamas-Torres,
  • Joel Artemio Morales Viscaya,
  • Leonardo Tenorio-Fernández and
  • Rafael Cervantes-Duarte

18 October 2025

Accurate bathymetric information is crucial for coastal management, navigation, and ecosystem monitoring, yet conventional hydrographic surveys are costly and logistically demanding. This study introduces a two-stage semiempirical model for satellite...

  • Article
  • Open Access
1,044 Views
28 Pages

28 January 2025

Bathymetric data are crucial for benthic monitoring in coastal areas but are traditionally obtained through costly and geographically limited acoustic methods. This study uses satellite-derived bathymetry (SDB) in the Eastern Mediterranean, focusing...

  • Article
  • Open Access
16 Citations
7,154 Views
17 Pages

Implementation of Algorithm for Satellite-Derived Bathymetry using Open Source GIS and Evaluation for Tsunami Simulation

  • Vinayaraj Poliyapram,
  • Venkatesh Raghavan,
  • Markus Metz,
  • Luca Delucchi and
  • Shinji Masumoto

Accurate and high resolution bathymetric data is a necessity for a wide range of coastal oceanographic research topics. Active sensing methods, such as ship-based soundings and Light Detection and Ranging (LiDAR), are expensive and time consuming sol...

  • Article
  • Open Access
33 Citations
5,908 Views
19 Pages

Analysis of Very High Spatial Resolution Images for Automatic Shoreline Extraction and Satellite-Derived Bathymetry Mapping

  • Giovanni Randazzo,
  • Giovanni Barreca,
  • Maria Cascio,
  • Antonio Crupi,
  • Marco Fontana,
  • Francesco Gregorio,
  • Stefania Lanza and
  • Anselme Muzirafuti

The amount of Earth observation images available to the public has been the main source of information, helping governments and decision-makers tackling the current world’s most pressing global challenge. However, a number of highly skilled and...

  • Article
  • Open Access
4 Citations
2,713 Views
31 Pages

25 July 2025

Accurate coastal bathymetry is critical for navigation, environmental monitoring, and marine resource management. This study presents a deep learning-based approach that fuses Sentinel-2 multispectral imagery with airborne hyperspectral-derived refer...

  • Article
  • Open Access
1 Citations
1,125 Views
27 Pages

21 June 2025

As fundamental geophysical information, the high-precision detection of shallow water bathymetry is critical data support for the utilization of island resources and coral reef protection delimitation. In recent years, the combination of active and p...

  • Technical Note
  • Open Access
344 Views
17 Pages

24 December 2025

Coastal bathymetric mapping is essential for marine conservation, navigation, and environmental management. Satellite-derived bathymetry (SDB) is a cost-effective solution to mapping bathymetry over large shallow areas. However, traditional multispec...

  • Article
  • Open Access
16 Citations
4,136 Views
28 Pages

2 January 2019

More accurate data of hourly Global Horizontal Irradiance (GHI) are required in the field of solar energy in areas with limited ground measurements. The aim of the research was to obtain more precise and accurate hourly GHI by using new input from Sa...

  • Article
  • Open Access
6 Citations
3,060 Views
20 Pages

28 November 2022

Satellite-derived solar irradiance is advantageous in solar resource assessment due to its high spatiotemporal availability, but its discrepancies to ground-observed values remain an issue for reliability. Site adaptation can be employed to correct t...

  • Article
  • Open Access
1 Citations
1,866 Views
28 Pages

28 March 2025

Building shoreline position databases able to capture event- to centennial-scale coastal changes is critical for scientists to improve knowledge of past coastal dynamics and predict future changes. Thanks to the commissioning of several satellites ac...

  • Article
  • Open Access
22 Citations
3,575 Views
21 Pages

26 March 2021

Understanding rainfall processes as the main driver of the hydrological cycle is important for formulating future water management strategies; however, rainfall data availability is challenging for countries such as Ethiopia. This study aims to evalu...

  • Article
  • Open Access
1 Citations
3,241 Views
19 Pages

Identification of the Spring Green-Up Date Derived from Satellite-Based Vegetation Index over a Heterogeneous Ecoregion

  • Jianping Wu,
  • Zhongbing Chang,
  • Yongxian Su,
  • Chaoqun Zhang,
  • Xiong Wu,
  • Chongyuan Bi,
  • Liyang Liu,
  • Xueqin Yang and
  • Xueyan Li

1 September 2022

Multiple methods have been developed to identify the transition threshold from the reconstructed satellite-derived normalized difference vegetation indices (NDVI) time series and to determine the inflection point corresponding to a certain phenology...

  • Article
  • Open Access
2 Citations
4,427 Views
18 Pages

29 March 2024

Deriving bathymetry by means of multispectral satellite imagery proves to be a replicable method, offering high-resolution coverage over large areas while keeping costs low. Maritime archaeologists often require bathymetric mapping at a high resoluti...

  • Article
  • Open Access
66 Citations
8,383 Views
15 Pages

Approximately 1000 Canadian Hydrographic Service (CHS) charts cover Canada’s oceans and navigable waters. Many charts use information collected with techniques that predate the more advanced technologies available to Hydrographic Offices (HOs)...

  • Article
  • Open Access
2 Citations
1,635 Views
34 Pages

Bias Correction of Satellite-Derived Climatic Datasets for Water Balance Estimation

  • Gudihalli M. Rajesh,
  • Sudarshan Prasad,
  • Sudhir Kumar Singh,
  • Nadhir Al-Ansari,
  • Ali Salem and
  • Mohamed A. Mattar

5 September 2025

The satellite-derived climatic variables offer extensive spatial and temporal coverage for research; however, their inherent biases can subsequently reduce their accuracy for water balance estimate. This study evaluates the effectiveness of bias corr...

  • Article
  • Open Access
7 Citations
3,199 Views
20 Pages

30 November 2021

The wide spatial and temporal coverage of remotely sensing images is an essential asset to analyze the morphological behaviour of fast-changing coastal environments such as estuarine systems. This paper investigates the reliability of intertidal topo...

  • Article
  • Open Access
148 Citations
11,506 Views
21 Pages

Accurate and consistent rainfall observations are vital for climatological studies in support of better agricultural and water management decision-making and planning. In East Africa, accurate rainfall estimation with an adequate spatial distribution...

  • Article
  • Open Access
48 Citations
6,707 Views
19 Pages

Evaluation of Satellite-Derived Bathymetry from High and Medium-Resolution Sensors Using Empirical Methods

  • Evagoras Evagorou,
  • Athanasios Argyriou,
  • Nikos Papadopoulos,
  • Christodoulos Mettas,
  • George Alexandrakis and
  • Diofantos Hadjimitsis

7 February 2022

This study evaluates the accuracy of bathymetric maps generated from multispectral satellite datasets acquired from different multispectral sensors, namely the Worldview 2, PlanetScope, and the Sentinel 2, in the bay of Elounda in Crete. Image pre-pr...

  • Article
  • Open Access
2 Citations
6,267 Views
22 Pages

Comparative Analysis of Ground-Based and Satellite-Derived UV Index Levels in Natal, Brazil

  • Gabriela Cacilda Godinho dos Reis,
  • Hassan Bencherif,
  • Rodrigo Silva,
  • Lucas Vaz Peres,
  • Marco Antonio Godinho dos Reis,
  • Damaris Kirsch Pinheiro,
  • Francisco Raimundo da Silva,
  • Kevin Lamy and
  • Thierry Portafaix

16 December 2024

The ultraviolet radiation index (UV index–UVI) is a dimensionless indicator that informs the intensity of ultraviolet radiation on the Earth’s surface. It makes it easier for people to assess UV levels and understand how to protect themse...

  • Article
  • Open Access
11 Citations
6,031 Views
19 Pages

Determination of Satellite-Derived PM2.5 for Kampala District, Uganda

  • Christine Atuhaire,
  • Anthony Gidudu,
  • Engineer Bainomugisha and
  • Allan Mazimwe

10 March 2022

Ground monitoring stations are widely used to monitor particulate matter (PM2.5). However, they are expensive to maintain and provide information localized to the stations, and hence are limited for large-scale use. Analysis of in situ PM2.5 shows th...

  • Article
  • Open Access
6 Citations
3,941 Views
20 Pages

21 November 2022

Pollen allergies have a serious impact on people’s physical and mental health. Accurate and efficient prediction of the outbreak date of pollen allergies plays an important role in the conservation of people sensitive to allergenic pollen. It i...

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