Deep Learning-Based Aerosol and Ocean Data Retrieval from Satellite Polarimeter Measurements

Lingxiao Wang; Snorre Stamnes; Sunzid Hassan; Alexander Isiani; Cheston Sturdivant; Hoang My Le; Khan Raqib Mahmud

doi:10.1109/SoutheastCon56624.2025.10971488

Deep Learning-Based Aerosol and Ocean Data Retrieval from Satellite Polarimeter Measurements

Lingxiao Wang
, Snorre Stamnes
, Sunzid Hassan
, Alexander Isiani
, Cheston Sturdivant
, Hoang My Le
, Khan Raqib Mahmud

Louisiana Tech University
NASA Langley Research Center

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	IEEE SoutheastCon 2025
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1542-1547
Number of pages	6
ISBN (Electronic)	9798331504847
DOIs	https://doi.org/10.1109/SoutheastCon56624.2025.10971488
State	Published - 2025
Externally published	Yes
Event	2025 IEEE SoutheastCon, SoutheastCon 2025 - Concord, United States Duration: Mar 22 2025 → Mar 30 2025

Publication series

Series	Conference Proceedings - IEEE SOUTHEASTCON
ISSN	1091-0050

Conference

Conference	2025 IEEE SoutheastCon, SoutheastCon 2025
Country/Territory	United States
City	Concord
Period	3/22/25 → 3/30/25

ASJC Scopus Subject Areas

Computer Networks and Communications
Software
Electrical and Electronic Engineering
Control and Systems Engineering
Signal Processing

Keywords

deep learning
passive remote sensing
polarimetry

Access to Document

10.1109/SoutheastCon56624.2025.10971488

Cite this

Deep Learning-Based Aerosol and Ocean Data Retrieval from Satellite Polarimeter Measurements. / Wang, Lingxiao; Stamnes, Snorre; Hassan, Sunzid et al.
IEEE SoutheastCon 2025. Institute of Electrical and Electronics Engineers Inc., 2025. p. 1542-1547 (Conference Proceedings - IEEE SOUTHEASTCON).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Wang, L, Stamnes, S, Hassan, S, Isiani, A, Sturdivant, C, Le, HM & Mahmud, KR 2025, Deep Learning-Based Aerosol and Ocean Data Retrieval from Satellite Polarimeter Measurements. in IEEE SoutheastCon 2025. Institute of Electrical and Electronics Engineers Inc., Conference Proceedings - IEEE SOUTHEASTCON, pp. 1542-1547, 2025 IEEE SoutheastCon, SoutheastCon 2025, Concord, United States, 3/22/25. https://doi.org/10.1109/SoutheastCon56624.2025.10971488

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keywords = "deep learning, passive remote sensing, polarimetry",

author = "Lingxiao Wang and Snorre Stamnes and Sunzid Hassan and Alexander Isiani and Cheston Sturdivant and Le, \{Hoang My\} and Mahmud, \{Khan Raqib\}",

note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; 2025 IEEE SoutheastCon, SoutheastCon 2025 ; Conference date: 22-03-2025 Through 30-03-2025",

year = "2025",

doi = "10.1109/SoutheastCon56624.2025.10971488",

language = "English",

series = "Conference Proceedings - IEEE SOUTHEASTCON",

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booktitle = "IEEE SoutheastCon 2025",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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AU - Wang, Lingxiao

AU - Stamnes, Snorre

AU - Hassan, Sunzid

AU - Isiani, Alexander

AU - Sturdivant, Cheston

AU - Le, Hoang My

AU - Mahmud, Khan Raqib

PY - 2025

Y1 - 2025

KW - deep learning

KW - passive remote sensing

KW - polarimetry

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U2 - 10.1109/SoutheastCon56624.2025.10971488

DO - 10.1109/SoutheastCon56624.2025.10971488

M3 - Conference contribution

AN - SCOPUS:105004574318

T3 - Conference Proceedings - IEEE SOUTHEASTCON

SP - 1542

EP - 1547

BT - IEEE SoutheastCon 2025

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2025 IEEE SoutheastCon, SoutheastCon 2025

Y2 - 22 March 2025 through 30 March 2025

ER -

Deep Learning-Based Aerosol and Ocean Data Retrieval from Satellite Polarimeter Measurements

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this