[HTML][HTML] Opinion: Aerosol remote sensing over the next 20 years
More than 2 decades ago, aerosol remote sensing underwent a revolution with the launch of
the Terra and Aqua satellites. Advancement continued via additional launches carrying new …
the Terra and Aqua satellites. Advancement continued via additional launches carrying new …
Advances in Atmospheric Radiation: Theories, Models, and Their Applications. Part I: Atmospheric Gas Absorption and Particle Scattering
Atmospheric radiation is a major branch of atmospheric physics that encompasses the
fundamental theories of atmospheric absorption, particle scattering (aerosols and clouds) …
fundamental theories of atmospheric absorption, particle scattering (aerosols and clouds) …
A deep learning approach to fast radiative transfer
Due to the sheer volume of data, leveraging satellite instrument observations effectively in a
data assimilation context for numerical weather prediction or for remote sensing requires a …
data assimilation context for numerical weather prediction or for remote sensing requires a …
A robust and flexible satellite aerosol retrieval algorithm for multi-angle polarimetric measurements with physics-informed deep learning method
The multi-angle polarimetric (MAP) satellite measurements provide abundant information
concerning aerosol optical/microphysical properties. In this study, we present a robust and …
concerning aerosol optical/microphysical properties. In this study, we present a robust and …
[HTML][HTML] Adaptive data screening for multi-angle polarimetric aerosol and ocean color remote sensing accelerated by deep learning
Remote sensing measurements from multi-angle polarimeters (MAPs) contain rich aerosol
microphysical property information, and these sensors have been used to perform retrievals …
microphysical property information, and these sensors have been used to perform retrievals …
Surface roughness and wave slope statistics from the multi-spectral polarimetric imaging of the ocean surface
M Malinowski, A Gilerson, E Herrera-Estrella… - Optics …, 2024 - opg.optica.org
The polarization of light in Ocean Color (OC) applications provides important information
about atmospheric parameters, water composition, and the ocean surface. The Stokes …
about atmospheric parameters, water composition, and the ocean surface. The Stokes …
[HTML][HTML] Effective uncertainty quantification for multi-angle polarimetric aerosol remote sensing over ocean, Part 1: performance evaluation and speed improvement
Multi-angle polarimetric (MAP) measurements can enable detailed characterization of
aerosol microphysical and optical properties and improve atmospheric correction in ocean …
aerosol microphysical and optical properties and improve atmospheric correction in ocean …
[HTML][HTML] The impact and estimation of uncertainty correlation for multi-angle polarimetric remote sensing of aerosols and ocean color
Multi-angle polarimetric (MAP) measurements contain rich information for characterization of
aerosol microphysical and optical properties that can be used to improve atmospheric …
aerosol microphysical and optical properties that can be used to improve atmospheric …
Optimal estimation framework for ocean color atmospheric correction and pixel-level uncertainty quantification
Ocean color (OC) remote sensing requires compensation for atmospheric scattering and
absorption (aerosol, Rayleigh, and trace gases), referred to as atmospheric correction (AC) …
absorption (aerosol, Rayleigh, and trace gases), referred to as atmospheric correction (AC) …
[HTML][HTML] Simultaneous retrieval of aerosol and ocean properties from PACE HARP2 with uncertainty assessment using cascading neural network radiative transfer …
The University of Maryland, Baltimore County (UMBC) Hyper-Angular Rainbow Polarimeter
(HARP2) will be on board NASA's Plankton, Aerosol, Cloud, ocean Ecosystem (PACE) …
(HARP2) will be on board NASA's Plankton, Aerosol, Cloud, ocean Ecosystem (PACE) …