Living up to the hype of hyperspectral aquatic remote sensing: science, resources and outlook
Intensifying pressure on global aquatic resources and services due to population growth
and climate change is inspiring new surveying technologies to provide science-based …
and climate change is inspiring new surveying technologies to provide science-based …
[HTML][HTML] Ocean carbon from space: Current status and priorities for the next decade
The ocean plays a central role in modulating the Earth's carbon cycle. Monitoring how the
ocean carbon cycle is changing is fundamental to managing climate change. Satellite …
ocean carbon cycle is changing is fundamental to managing climate change. Satellite …
Improving satellite retrieval of oceanic particulate organic carbon concentrations using machine learning methods
Particulate organic carbon (POC) plays vital roles in marine carbon cycle, serving as a part
of “biological pump” moving carbon to the deep ocean. The blue-to-green band ratio …
of “biological pump” moving carbon to the deep ocean. The blue-to-green band ratio …
[HTML][HTML] An ensemble neural network atmospheric correction for Sentinel-3 OLCI over coastal waters providing inherent model uncertainty estimation and sensor …
T Schroeder, M Schaale, J Lovell… - Remote Sensing of …, 2022 - Elsevier
Accurate atmospheric correction (AC) is a prerequisite for quantitative ocean colour remote
sensing and remains a challenge in particular over coastal waters. Commonly AC …
sensing and remains a challenge in particular over coastal waters. Commonly AC …
[HTML][HTML] Phytoplankton composition from sPACE: Requirements, opportunities, and challenges
Ocean color satellites have provided a synoptic view of global phytoplankton for over 25
years through near surface measurements of the concentration of chlorophyll a. While …
years through near surface measurements of the concentration of chlorophyll a. While …
Validation of ocean color remote sensing reflectance data: Analysis of results at European coastal sites
F Mélin - Remote Sensing of Environment, 2022 - Elsevier
From its initial measurements 20 years ago, the Ocean Color component of the Aerosol
Robotic Network (AERONET-OC) has produced large validation data sets to assess the …
Robotic Network (AERONET-OC) has produced large validation data sets to assess the …
Ocean biology studied from space
Visible spectral radiometric measurements from space, commonly referred to as ocean-
colour measurements, provide a rich stream of information on ocean biota as well as on …
colour measurements, provide a rich stream of information on ocean biota as well as on …
Chlorophyll dynamics from Sentinel-3 using an optimized algorithm for enhanced ecological monitoring in complex urban estuarine waters
Urban estuaries are dynamic environments that hold high ecological and economic value.
Yet, their optical complexity hinders accurate satellite retrievals of important biogeochemical …
Yet, their optical complexity hinders accurate satellite retrievals of important biogeochemical …
Per-pixel uncertainty quantification and reporting for satellite-derived chlorophyll-a estimates via mixture density networks
AM Saranathan, B Smith… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Mixture density networks (MDNs) have emerged as a powerful tool for estimating water-
quality indicators, such as chlorophyll-a (Chl) from multispectral imagery. This study …
quality indicators, such as chlorophyll-a (Chl) from multispectral imagery. This study …
Derivation of uncertainty budgets for continuous above-water radiometric measurements along an Atlantic Meridional Transect
Fiducial reference measurements are in-situ data traceable to metrology standards, with
associated uncertainties. This paper presents the methodology used to derive the …
associated uncertainties. This paper presents the methodology used to derive the …