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Disong Fu

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

4

DOWNLOADS

137

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Improving Aerosol Optical Depth Retrievals from Himawari-8 with Ensemble Learning Enhancement: Validation Over Asia

Number of pages: 33 Posted: 01 Dec 2022
Disong Fu, Christian A. Gueymard, Dazhi Yang, Xiangao Xia and Jianchun Bian
affiliation not provided to SSRN, affiliation not provided to SSRN, Harbin Institute of Technology, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 58 (980,173)

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Himawari-8, AOD, CARSNET, AERONET, XGBoost, Correction algorithm

2.

The Synergy of Active and Passive Satellite Sensors for Robust Sea-Fog Detection: A Two-Stage Machine-Learning Model with Constraints from ICOADS

Number of pages: 28 Posted: 12 Dec 2025
luyu yan, Xuehua Fan, Disong Fu, Hongrong Shi, Lin Chen, Bo Li, Zhuhui Jiang, Xiaoqiong Zhen, Xiaoguang Sun and Xiangao Xia
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, China Meteorological Administration, affiliation not provided to SSRN, affiliation not provided to SSRN, Chengdu University of Information Technology, Chengdu University of Information Technology and affiliation not provided to SSRN
Downloads 29 (1,359,097)

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Sea fog, LightGBM, CALIOP, Detection, AGRI

3.

Complementary Vertical Sensitivity Unlocks Full-Column Thermodynamics from Combined Ground and Space Microwave Observations

Number of pages: 27 Posted: 18 Dec 2025
Disong Fu, Qinghui Sun, Fa Tao, Xiangao Xia, Yunjie Xia, Zijue Song, Dazhi Yang, Hongrong Shi, Jiajia Mao, Ziqiang Zhu and Peng Zhang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Harbin Institute of Technology, affiliation not provided to SSRN, China Meteorological Administration, China Meteorological Administration and China Meteorological Administration
Downloads 28 (1,385,945)

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FY-3E, Microwave radiometers, Synergy, Thermodynamic profiles, cGANs

4.

1-km Nighttime Aerosol Optical Depth Retrieval via Hybrid Ensemble Learning: From Regional Validation to National-Scale Application

Number of pages: 37 Posted: 20 Mar 2026
Disong Fu, Xiangao Xia, Hongrong Shi, Dazhi Yang, Xuehua Fan and Christian A. Gueymard
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Harbin Institute of Technology, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 22 (1,436,435)

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VIIRS, nighttime AOD, DNB, Stacked, FT-Transformer, LightGBM