Mr. Donglin Fan Profile

Donglin Fan

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Publications (3)

Proceedings Article | 21 February 2024 Paper

Inversion of sea surface ocean current in South China Sea, based on machine learning method

Bozhi Pan, Hongchang He, Donglin Fan

Proceedings Volume 12988, 129880E (2024) https://doi.org/10.1117/12.3024044

KEYWORDS: Satellites, Machine learning, Solar radiation models, Education and training, Data modeling, Remote sensing, Random forests, Evolutionary algorithms, Histograms, Error analysis

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Proceedings Article | 30 August 2023 Paper

Inversion of sea surface temperature in South China Sea based on machine learning method

Zhenhao Liu, Hongchang He, Donglin Fan, Ziyi Gong

Proceedings Volume 12797, 127970K (2023) https://doi.org/10.1117/12.3007436

KEYWORDS: Machine learning, Artificial neural networks, Windows, Clouds, Education and training, Remote sensing, Data modeling, Temperature metrology, Satellites, Support vector machines

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Proceedings Article | 30 August 2023 Paper

Inversion of sea surface salinity in Bay of Bengal based on Catboost algorithm

Ziyi Gong, Hongchang He, Donglin Fan, Jingran Sheng, Xinyue Zhang

Proceedings Volume 12797, 1279718 (2023) https://doi.org/10.1117/12.3007408

KEYWORDS: Data modeling, Satellites, Error analysis, Climatology, Machine learning, Statistical modeling, Meteorology, Mathematical optimization, Climate change

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