Band Ratios Combination for Estimating Chlorophyll-a from Sentinel-2 and Sentinel-3 in Coastal Waters

Chlorophyll-a concentration (Chl-a) is a crucial parameter for monitoring the water quality in coastal waters. The principal aim of this study is to evaluate the performance of existing Chl-a band ratio inversion models for estimating Chl-a from Sentinel2-MSI and Sentinel3-OLCI observation. This was...

Full description

Bibliographic Details
Published in:	Remote Sensing
Main Authors:	Manh Duy Tran, Vincent Vantrepotte, Hubert Loisel, Eduardo N. Oliveira, Kien Trung Tran, Daniel Jorge, Xavier Mériaux, Rodolfo Paranhos
Format:	Article
Language:	English
Published:	MDPI AG 2023-03-01
Subjects:	chlorophyll-a coastal waters ocean color remote sensing optical water types
Online Access:	https://www.mdpi.com/2072-4292/15/6/1653

Similar Items

Evaluation of Five Atmospheric Correction Algorithms over French Optically-Complex Waters for the Sentinel-3A OLCI Ocean Color Sensor
by: Mohamed Abdelillah Mograne, et al.
Published: (2019-03-01)

Combination of neural network models for estimating Chlorophyll-a over turbid and clear waters (CONNECT)
by: Manh Duy Tran, et al.
Published: (2025-09-01)

An Empirical Algorithm for Estimating the Absorption of Colored Dissolved Organic Matter from Sentinel-2 (MSI) and Landsat-8 (OLI) Observations of Coastal Waters
by: Vu Son Nguyen, et al.
Published: (2024-10-01)

Regional Assessment of COCTS HY1-C/D Chlorophyll-a and Suspended Particulate Matter Standard Products over French Coastal Waters
by: Corentin Subirade, et al.
Published: (2025-07-01)

Chlorophyll dynamics from Sentinel-3 using an optimized algorithm for enhanced ecological monitoring in complex urban estuarine waters
by: Jonathan Sherman, et al.
Published: (2023-04-01)

Evaluation of ocean chlorophyll-a remote sensing algorithms using in situ fluorescence data in Southern Brazilian Coastal Waters
by: Gabriel Serrato de Mendonça Silva, et al.
Published: (2024-04-01)

Evaluation of ocean chlorophyll-a remote sensing algorithms using in situ fluorescence data in Southern Brazilian Coastal Waters
by: Gabriel Serrato de Mendonça Silva, et al.
Published: (2024-04-01)

Development of a Semi-Analytical Algorithm for the Retrieval of Suspended Particulate Matter from Remote Sensing over Clear to Very Turbid Waters
by: Bing Han, et al.
Published: (2016-03-01)

Estimation of Chlorophyll-a in Northern Coastal Bay of Bengal Using Landsat-8 OLI and Sentinel-2 MSI Sensors
by: Shukla Poddar, et al.
Published: (2019-10-01)

Modeling Coastal Water Clarity Using Landsat‐8 and Sentinel‐2
by: Sarah E. Lang, et al.
Published: (2023-07-01)

Expanded Signal to Noise Ratio Estimates for Validating Next-Generation Satellite Sensors in Oceanic, Coastal, and Inland Waters
by: Raphael M. Kudela, et al.
Published: (2024-03-01)

Evaluation of Sentinel-2/MSI Atmospheric Correction Algorithms over Two Contrasted French Coastal Waters
by: Quang-Tu Bui, et al.
Published: (2022-02-01)

Eutrophication trends in the coastal region of the Great Tokyo area based on long-term trends of Secchi depth
by: Hideyuki Akada, et al.
Published: (2023-07-01)

Development of VIIRS-OLCI chlorophyll-a product for the coastal estuaries
by: Alexander Gilerson, et al.
Published: (2024-10-01)

Evaluating Atmospheric Correction Algorithms Applied to OLCI Sentinel-3 Data of Chesapeake Bay Waters
by: Anna E. Windle, et al.
Published: (2022-04-01)

Assessing the Skills of a Seasonal Forecast of Chlorophyll in the Global Pelagic Oceans
by: Cecile S. Rousseaux, et al.
Published: (2021-03-01)

Seasonal nutrients variation, eutrophication pattern, and Chlorophyll a response adjacent to Guangdong coastal water, China
by: Yingxian He, et al.
Published: (2023-08-01)

Validation of satellite-derived water-leaving reflectance in contrasted French coastal waters based on HYPERNETS field measurements
by: David Doxaran, et al.
Published: (2024-02-01)

Monitoring Coastal Water Turbidity Using Sentinel2—A Case Study in Los Angeles
by: Yuwei Kong, et al.
Published: (2025-01-01)

Mapping bathymetry and shallow water benthic habitats in inland and coastal waters with Sentinel-2
by: Laura Argus, et al.
Published: (2023-03-01)

Assessment of ocean color atmospheric correction methods and development of a regional ocean color operational dataset for the Baltic Sea based on Sentinel-3 OLCI
by: Luis González Vilas, et al.
Published: (2024-01-01)

Diurnal to Seasonal Variations in Ocean Chlorophyll and Ocean Currents in the North of Taiwan Observed by Geostationary Ocean Color Imager and Coastal Radar
by: Po-Chun Hsu, et al.
Published: (2020-09-01)

Evaluation of MODIS—Aqua Chlorophyll-a Algorithms in the Basilicata Ionian Coastal Waters
by: Teodosio Lacava, et al.
Published: (2018-06-01)

Global Chlorophyll Concentration Distribution and Effects on Bottom Reflectance of Coral Reefs
by: Ana G. Bonelli, et al.
Published: (2024-04-01)

Evaluating the Performance of Sentinel-3A OLCI Products in the Subarctic Northeast Pacific
by: Perumthuruthil Suseelan Vishnu, et al.
Published: (2023-06-01)

A comparison of retention capability of different fiberglass filters used for the determination of chlorophyll-a in coastal waters
by: Ahmad Manbohi, et al.
Published: (2021-09-01)

One- and Two-Band Sensors and Algorithms to Derive <i>a</i><sub>CDOM</sub>(440) from Global Above- and In-Water Optical Observations
by: Stanford B. Hooker, et al.
Published: (2021-08-01)

Improving spatial resolution of Aqua MODIS and GCOM-C chlorophyll-a data for Cyprus coastal waters monitoring
by: Sofiia Drozd, et al.
Published: (2025-12-01)

Optical water characterization and atmospheric correction assessment of estuarine and coastal waters around the AERONET-OC Bahia Blanca
by: Maximiliano Arena, et al.
Published: (2024-02-01)

Estimating Coastal Chlorophyll-A Concentration from Time-Series OLCI Data Based on Machine Learning
by: Hua Su, et al.
Published: (2021-02-01)

Corrigendum: Optical water characterization and atmospheric correction assessment of estuarine and coastal waters around the AERONET-OC Bahia Blanca
by: Maximiliano Arena, et al.
Published: (2024-06-01)

Inter-Comparison of Methods for Chlorophyll-a Retrieval: Sentinel-2 Time-Series Analysis in Italian Lakes
by: Milad Niroumand-Jadidi, et al.
Published: (2021-06-01)

Spatiotemporal variability of chlorophyll-a concentration in the South Brazil Bight using 25 years of multi-sensor orbital data (1998–2022)
by: João Felipe Cardoso dos Santos, et al.
Published: (2025-03-01)

A Cluster-Stacking-Based Approach to Forecasting Seasonal Chlorophyll-a Concentration in Coastal Waters
by: Weijia Jia, et al.
Published: (2020-01-01)

Remote sensing of chlorophyll-a concentrations in coastal oceans of the Greater Bay Area in China: Algorithm development and long-term changes
by: Yan Tong, et al.
Published: (2022-08-01)

Expanding the Application of Sentinel-2 Chlorophyll Monitoring across United States Lakes
by: Wilson B. Salls, et al.
Published: (2024-05-01)

Hyperspectral Identification of Chlorophyll Fluorescence Parameters of <i>Suaeda salsa</i> in Coastal Wetlands
by: Wei Zheng, et al.
Published: (2021-05-01)

Optimizing Optical Coastal Remote-Sensing Products: Recommendations for Regional Algorithm Calibration
by: Rafael Simão, et al.
Published: (2024-04-01)

Assessment of Cyanobacterial Chlorophyll A as an Indicator of Water Quality in Two Wetlands Using Multi-Temporal Sentinel-2 Images
by: Ashwini Mudaliar, et al.
Published: (2023-03-01)

Effects of Tree Leaves, Tannins, and Water Color on Chlorophyll Concentrations in Ponds
by: Anna Oliva, et al.
Published: (2024-09-01)