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PhySCAT‐Net: A Physics‐Informed Deep Learning Framework for Optimizing Hydrometeor Bulk Scattering Properties Using Satellite Observations

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Published in:Journal of Advances in Modeling Earth Systems
Format: Online Article RSS Article
Published: 2026
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container_title Journal of Advances in Modeling Earth Systems
description
discipline_display Physical Sciences
discipline_facet Physical Sciences
format Online Article
RSS Article
genre Journal Article
id rss_article:42231
institution FRELIP
journal_source_facet Journal of Advances in Modeling Earth Systems
publishDate 2026
publishDateSort 2026
record_format rss_article
spellingShingle PhySCAT‐Net: A Physics‐Informed Deep Learning Framework for Optimizing Hydrometeor Bulk Scattering Properties Using Satellite Observations
Earth Sciences
Earth Sciences
Physical Sciences
sub_discipline_display Earth Sciences
sub_discipline_facet Earth Sciences
subject_display Earth Sciences
Earth Sciences
Physical Sciences
Earth Sciences
Earth Sciences
Physical Sciences
subject_facet Earth Sciences
Earth Sciences
Physical Sciences
title PhySCAT‐Net: A Physics‐Informed Deep Learning Framework for Optimizing Hydrometeor Bulk Scattering Properties Using Satellite Observations
title_auth PhySCAT‐Net: A Physics‐Informed Deep Learning Framework for Optimizing Hydrometeor Bulk Scattering Properties Using Satellite Observations
title_full PhySCAT‐Net: A Physics‐Informed Deep Learning Framework for Optimizing Hydrometeor Bulk Scattering Properties Using Satellite Observations
title_fullStr PhySCAT‐Net: A Physics‐Informed Deep Learning Framework for Optimizing Hydrometeor Bulk Scattering Properties Using Satellite Observations
title_full_unstemmed PhySCAT‐Net: A Physics‐Informed Deep Learning Framework for Optimizing Hydrometeor Bulk Scattering Properties Using Satellite Observations
title_short PhySCAT‐Net: A Physics‐Informed Deep Learning Framework for Optimizing Hydrometeor Bulk Scattering Properties Using Satellite Observations
title_sort physcat‐net: a physics‐informed deep learning framework for optimizing hydrometeor bulk scattering properties using satellite observations
topic Earth Sciences
Earth Sciences
Physical Sciences
url https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2025MS005318?af=R