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Hisatomo Waga

University of Alaska Fairbanks

Fairbanks, AK 99775-6660

United States

  • University of Alaska Fairbanks

SCHOLARLY PAPERS

2

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221

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Machine Learning for Estimating Phytoplankton Size Structure from Satellite Ocean Color Imagery in Optically Complex Pacific Arctic Waters

Downloads 179 (428,796)

Machine Learning for Estimating Phytoplankton Size Structure from Satellite Ocean Color Imagery in Optically Complex Pacific Arctic Waters

Number of pages: 52 Posted: 25 Sep 2024 Last Revised: 16 Oct 2025
Hisatomo Waga, Amane Fujiwara, Wesley J. Moses, Steven G. Ackleson, Daniel Koestner, Maria Tzortziou, Kyle Turner, Alana Menendez, Toru Hirawake, Koji Suzuki and Sei-Ichi Saitoh
University of Alaska Fairbanks, Japan Agency for Marine-Earth Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Bergen, The City College of New York, The City College of New York, The City College of New York, National Institute of Polar Research, Hokkaido University and Hokkaido University
Downloads 90 (767,205)

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Satellite remote sensing, ocean color, phytoplankton, Arctic Ocean, machine learning

Machine Learning for Estimating Phytoplankton Size Structure from Satellite Ocean Color Imagery in Optically Complex Pacific Arctic Waters

Number of pages: 46 Posted: 20 Feb 2025
Hisatomo Waga, Amane Fujiwara, Wesley J. Moses, Steven G. Ackleson, Daniel Koestner, Maria Tzortziou, Kyle Turner, Alana Menendez, Toru Hirawake, Koji Suzuki and Sei-Ichi Saitoh
University of Alaska Fairbanks, Japan Agency for Marine-Earth Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Bergen, The City College of New York, The City College of New York, The City College of New York, National Institute of Polar Research, Hokkaido University and Hokkaido University
Downloads 89 (755,041)

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Satellite remote sensing, ocean color, phytoplankton, Arctic Ocean, machine Learning

2.

Classification of Water Masses in the Subarctic Pacific and Adjacent Seas Using Satellite-Derived Light Absorption Spectra of Chromophoric Dissolved Organic Matter

Number of pages: 68 Posted: 21 Dec 2023
Joji Oida, Toru Hirawake, Youhei Yamashita, Hiroto Abe, Jun Nishioka, Hisatomo Waga, Daiki Nomura and Shigeho Kakehi
affiliation not provided to SSRN, National Institute of Polar Research, Hokkaido University, Hokkaido University, Hokkaido University, University of Alaska Fairbanks, Hokkaido University and Japan Fisheries Research and Education Agency
Downloads 42 (1,183,237)

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Water mass, Chromophoric dissolved organic matter (CDOM), ocean color remote sensing, Supervised machine learning technique, Chlorophyll-a