Evolution of ocean color atmospheric correction: 1970–2005

HR Gordon - Remote Sensing, 2021 - mdpi.com
Retrieval of water properties from satellite-borne imagers viewing oceans and coastal areas
in the visible region of the spectrum requires removing the effect of the atmosphere, which …

Atmospheric correction of Sentinel-3/OLCI data for map** of suspended particulate matter and chlorophyll-a concentration in Belgian turbid coastal waters

Q Vanhellemont, K Ruddick - Remote Sensing of Environment, 2021 - Elsevier
The performance of different atmospheric correction algorithms for the Ocean and Land
Colour Instrument (OLCI) on board of Sentinel-3 (S3) is evaluated for retrieval of water …

[ΒΙΒΛΙΟ][B] Machine learning methods in the environmental sciences: Neural networks and kernels

WW Hsieh - 2009 - books.google.com
Machine learning methods originated from artificial intelligence and are now used in various
fields in environmental sciences today. This is the first single-authored textbook providing a …

Atmospheric correction of satellite ocean-color imagery during the PACE era

RJ Frouin, BA Franz, A Ibrahim… - Frontiers in earth …, 2019 - frontiersin.org
The Plankton, Aerosol, Cloud, ocean Ecosystem (PACE) mission will carry into space the
Ocean Color Instrument (OCI), a spectrometer measuring at 5 nm spectral resolution in the …

Neural network emulations for complex multidimensional geophysical map**s: Applications of neural network techniques to atmospheric and oceanic satellite …

VM Krasnopolsky - Reviews of Geophysics, 2007 - Wiley Online Library
A group of geophysical applications, which from the mathematical point of view, can be
formulated as complex, multidimensional, nonlinear map**s and which in terms of the …

[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 …

Evaluation of five atmospheric correction algorithms over French optically-complex waters for the Sentinel-3A OLCI Ocean Color Sensor

MA Mograne, C Jamet, H Loisel, V Vantrepotte… - Remote Sensing, 2019 - mdpi.com
The Sentinel-3A satellite was launched on 16 February 2016 with the Ocean and Land
Colour Instrument (OLCI-A) on-board for the study of ocean color. The accuracy of ocean …

Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán

AJ Charlton-Perez, HF Dacre, S Driscoll… - npj Climate and …, 2024 - nature.com
There has been huge recent interest in the potential of making operational weather forecasts
using machine learning techniques. As they become a part of the weather forecasting …

Retrieval of the spectral diffuse attenuation coefficient Kd(λ) in open and coastal ocean waters using a neural network inversion

C Jamet, H Loisel, D Dessailly - Journal of Geophysical …, 2012 - Wiley Online Library
The diffuse attenuation coefficient, Kd (λ) is a fundamental radiometric parameter that is
used to assess the light availability in the water column. A neural network approach is …

Atmospheric correction using the information from the short blue band

M Wang, L Jiang - IEEE Transactions on Geoscience and …, 2018 - ieeexplore.ieee.org
We describe our effort to use normalized water-leaving radiance at the short blue band 410
nm, nL w (410), derived from the Visible Infrared Imaging Radiometer Suite (VIIRS) onboard …