Seamless retrievals of chlorophyll-a from Sentinel-2 (MSI) and Sentinel-3 (OLCI) in inland and coastal waters: A machine-learning approach
Consistent, cross-mission retrievals of near-surface concentration of chlorophyll-a (Chla) in
various aquatic ecosystems with broad ranges of trophic levels have long been a complex …
various aquatic ecosystems with broad ranges of trophic levels have long been a complex …
[HTML][HTML] Validity evaluation of a machine-learning model for chlorophyll a retrieval using Sentinel-2 from inland and coastal waters
Abstract The MultiSpectral Instrument (MSI) on-board Sentinel-2 provides satellite images at
spatiotemporal resolutions suitable for chlorophyll a (Chla) retrieval from inland and coastal …
spatiotemporal resolutions suitable for chlorophyll a (Chla) retrieval from inland and coastal …
A chlorophyll-a algorithm for Landsat-8 based on mixture density networks
B Smith, N Pahlevan, J Schalles, S Ruberg… - Frontiers in Remote …, 2021 - frontiersin.org
Retrieval of aquatic biogeochemical variables, such as the near-surface concentration of
chlorophyll-a (Chl a) in inland and coastal waters via remote observations, has long been …
chlorophyll-a (Chl a) in inland and coastal waters via remote observations, has long been …
Atmospheric and sunglint correction for retrieving chlorophyll-a in a productive tropical estuarine-lagoon system using Sentinel-2 MSI imagery
Remote monitoring of chlorophyll-a (chla) has been widely used to evaluate the trophic state
of inland and coastal waters, however, there is still much uncertainty in the algorithms …
of inland and coastal waters, however, there is still much uncertainty in the algorithms …
Hyperspectral retrievals of phytoplankton absorption and chlorophyll-a in inland and nearshore coastal waters
N Pahlevan, B Smith, C Binding, D Gurlin, L Li… - Remote Sensing of …, 2021 - Elsevier
Following more than two decades of research and developments made possible through
various proof-of-concept hyperspectral remote sensing missions, it has been anticipated that …
various proof-of-concept hyperspectral remote sensing missions, it has been anticipated that …
A global approach for chlorophyll-a retrieval across optically complex inland waters based on optical water types
Numerous algorithms have been developed to retrieve chlorophyll-a (Chla) concentrations
(mg m− 3) from Earth observation (EO) data collected over optically complex waters …
(mg m− 3) from Earth observation (EO) data collected over optically complex waters …
Space-time chlorophyll-a retrieval in optically complex waters that accounts for remote sensing and modeling uncertainties and improves remote estimation accuracy
Remote sensing reflectance (Rrs) values measured by satellite sensors involve large
amounts of uncertainty leading to non-negligible noise in remote Chlorophyll-a (Chl-a) …
amounts of uncertainty leading to non-negligible noise in remote Chlorophyll-a (Chl-a) …
Harmonized chlorophyll-a retrievals in inland lakes from Landsat-8/9 and Sentinel 2A/B virtual constellation through machine learning
Moderate-high-resolution satellite missions provide an opportunity to capture subtle spatial
variability in lakes; however, the sparsity of time series for individual satellite instruments …
variability in lakes; however, the sparsity of time series for individual satellite instruments …
Band ratios combination for estimating chlorophyll-a from sentinel-2 and sentinel-3 in coastal waters
MD Tran, V Vantrepotte, H Loisel, EN Oliveira, KT Tran… - Remote Sensing, 2023 - mdpi.com
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 …
coastal waters. The principal aim of this study is to evaluate the performance of existing Chl …
[HTML][HTML] Assessment of atmospheric correction algorithms for the Sentinel-2A MultiSpectral Imager over coastal and inland waters
MA Warren, SGH Simis, V Martinez-Vicente… - Remote sensing of …, 2019 - Elsevier
The relatively high spatial resolution, short revisit time and red-edge spectral band (705 nm)
of the ESA Sentinel-2 Multi Spectral Imager makes this sensor attractive for monitoring water …
of the ESA Sentinel-2 Multi Spectral Imager makes this sensor attractive for monitoring water …