[HTML][HTML] The impact and estimation of uncertainty correlation for multi-angle polarimetric remote sensing of aerosols and ocean color

M Gao, K Knobelspiesse, BA Franz… - Atmospheric …, 2023 - amt.copernicus.org
Multi-angle polarimetric (MAP) measurements contain rich information for characterization of
aerosol microphysical and optical properties that can be used to improve atmospheric …

The impact and estimation of uncertainty correlation for multi-angle polarimetric remote sensing of aerosols and ocean color

M Gao, K Knobelspiesse, BA Franz, PW Zhai… - …, 2022 - egusphere.copernicus.org
Multi-angle polarimetric (MAP) measurements contain rich information for characterization of
aerosol microphysical and optical properties that can be used to improve atmospheric …

[HTML][HTML] Effective uncertainty quantification for multi-angle polarimetric aerosol remote sensing over ocean, Part 1: performance evaluation and speed improvement

M Gao, K Knobelspiesse, B Franz… - Atmospheric …, 2022 - amt.copernicus.org
Multi-angle polarimetric (MAP) measurements can enable detailed characterization of
aerosol microphysical and optical properties and improve atmospheric correction in ocean …

[HTML][HTML] Adaptive data screening for multi-angle polarimetric aerosol and ocean color remote sensing accelerated by deep learning

M Gao, K Knobelspiesse, BA Franz, PW Zhai… - Frontiers in Remote …, 2021 - frontiersin.org
Remote sensing measurements from multi-angle polarimeters (MAPs) contain rich aerosol
microphysical property information, and these sensors have been used to perform retrievals …

[HTML][HTML] Efficient multi-angle polarimetric inversion of aerosols and ocean color powered by a deep neural network forward model

M Gao, BA Franz, K Knobelspiesse… - Atmospheric …, 2021 - amt.copernicus.org
NASA's Plankton, Aerosol, Cloud, ocean Ecosystem (PACE) mission, scheduled for launch
in the timeframe of 2023, will carry a hyperspectral Ocean Color Instrument (OCI) and two …

[HTML][HTML] Performance evaluation of three bio-optical models in aerosol and ocean color joint retrievals

NK Hannadige, PW Zhai, M Gao, Y Hu… - Atmospheric …, 2023 - amt.copernicus.org
Multi-angle polarimeters (MAP) are powerful instruments to perform remote sensing of the
environment. Joint retrieval algorithms of aerosols and ocean color have been developed to …

[HTML][HTML] Inversion of multiangular polarimetric measurements over open and coastal ocean waters: a joint retrieval algorithm for aerosol and water-leaving radiance …

M Gao, PW Zhai, BA Franz, Y Hu… - Atmospheric …, 2019 - amt.copernicus.org
Ocean color remote sensing is a challenging task over coastal waters due to the complex
optical properties of aerosols and hydrosols. In order to conduct accurate atmospheric …

[HTML][HTML] Simultaneous retrieval of aerosol and ocean properties from PACE HARP2 with uncertainty assessment using cascading neural network radiative transfer …

M Gao, BA Franz, PW Zhai… - Atmospheric …, 2023 - amt.copernicus.org
The University of Maryland, Baltimore County (UMBC) Hyper-Angular Rainbow Polarimeter
(HARP2) will be on board NASA's Plankton, Aerosol, Cloud, ocean Ecosystem (PACE) …

[HTML][HTML] Use of a neural network-based ocean body radiative transfer model for aerosol retrievals from multi-angle polarimetric measurements

C Fan, G Fu, A Di Noia, M Smit, J HH Rietjens… - Remote Sensing, 2019 - mdpi.com
For aerosol retrieval from multi-angle polarimetric (MAP) measurements over the ocean it is
important to accurately account for the contribution of the ocean-body to the top-of …

[HTML][HTML] Polarized observations for advanced atmosphere-ocean algorithms using airborne multi-spectral hyper-angular polarimetric imager

A El-Habashi, J Bowles, R Foster, D Gray… - Journal of Quantitative …, 2021 - Elsevier
Airborne measurements of the linear polarization state of light were carried out over coastal
and open ocean conditions to study aerosol and water column properties and investigate …