Optically consistent multi-parameter aerosol retrieval from dual-satellite polarimetric observations enabled by physics-guided deep learning

Remote Sensing of Environment

DOI: 10.1016/j.rse.2026.115685 Full text (OA) OpenAlex

Authors 0

Author list not loaded yet.

Cited by 0 stored of 0

References 7

The polarization crossfire (PCF) sensor suite focusing on satellite remote sensing of fine particulate matter PM2.5 from space
2022 Journal of Quantitative Spectroscopy and Radiative Transfer article Environmental Science Atmospheric aerosols and clouds

54

citations
Simultaneous retrieval of aerosol and ocean properties from PACE HARP2 with uncertainty assessment using cascading neural network radiative transfer models
2023 Atmospheric measurement techniques article Environmental Science Atmospheric aerosols and clouds Open access

45

citations
Algorithm evaluation for polarimetric remote sensing of atmospheric aerosols
2024 Atmospheric measurement techniques article Environmental Science Atmospheric aerosols and clouds Open access

36

citations
Aerosol Retrievals From SPEXone on the NASA PACE Mission: First Results and Validation
2025 Geophysical Research Letters article Environmental Science Atmospheric aerosols and clouds Open access

28

citations
Collaborative Neural Networks Significantly Improve Global Aerosol Retrievals From Multiangle Polarimeters
2026 IEEE Transactions on Geoscience and Remote Sensing article Environmental Science Atmospheric aerosols and clouds

3

citations
Above Cloud Aerosol Detection and Retrieval from Multi-Angular Polarimetric Satellite Measurements in a Neural Network Ensemble Approach
2025 Atmospheric measurement techniques article Environmental Science Atmospheric aerosols and clouds Open access

2

citations
Where sky meets sea: Integrated aerosol and ocean color retrieval from PACE SPEXone multi-angle polarimetry
2026 Remote Sensing of Environment article Environmental Science Atmospheric aerosols and clouds Open access

1

citations

7 results