Publications IMBeR OC-PC Study Group

Author:IMBeR IPO Date:2023-03-30 Hits:23

Zhang, Yuan, Fang Shen, Xuerong Sun, and Kun Tan. 2023. “Marine Big Data-Driven Ensemble Learning for Estimating Global Phytoplankton Group Composition over Two Decades (1997–2020).” Remote Sensing of Environment 294 (August): 113596.

Sun Xuerong, Robert Brewin, Shubha Sathyendranath, Giorgio Dall’Olmo, Ruth Airs, Ray Barlow, Astrid Bracher, et al. 2023. “Coupling Ecological Concepts with an Ocean-Colour Model: Phytoplankton Size Structure.” Remote Sensing of Environment 285: 113415.

Brewin Robert , Shubha Sathyendranath, Gemma Kulk, Marie-Hélène Rio, Javier A. Concha, Thomas G. Bell, Astrid Bracher, et al. 2023. “Ocean Carbon from Space: Current Status and Priorities for the next Decade.” Earth-Science Reviews 240: 104386.

Yi Xu, Ying Wu, Huiwu Wang, Zhenqiu Zhang, Jian Li, Jing Zhang, (2021). Seasonal and interannual variabilities of chlorophyll across the eastern equatorial Indian Ocean and Bay of Bengal, Progress in Oceanography, 198, 102661, ISSN 0079-6611.  

Xuerong Sun, Robert J.W. Brewin, Shubha Sathyendranath, Giorgio Dall’Olmo, Ruth Airs, Ray Barlow, Astrid Bracherf, Vanda Brotas, Malika Kheireddine, Tarron Lamont, Emilio Marañón, Xosé Anxelu G. Morán, Dionysios E. Raitsos, Fang Shen, Gavin H. Tilstone. 2023. Coupling ecological concepts with an ocean-colour model: Phytoplankton size structure. Remote Sensing of Environment, 285, (2023) 11341.

Xuerong Sun, Fang Shen, Robert J.W. Brewin, Mengyu Li, Qing Zhu. (2022). Light absorption spectra of naturally mixed phytoplankton assemblages for retrieval of phytoplankton group composition in coastal oceans. Limnology and Oceanography. doi: 10.1002/lno.12

Fang Shen, Haiyang Zhao, Qing Zhu, Xuerong Sun, Yinnian Liu. Chinese Hyperspectral Satellite Mission and Preliminary Applications of Aquatic Environment. IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Brussels, Belgium, 2021: 1233-1236, doi: 10.1109/IGARSS47720.2021.9553479.

Li Mengyu, Shen Fang, Sun Xuerong. (2021). 2019‒2020 Australian bushfire air particulate pollution and impact on the South Pacific Ocean. Scientific Report. 11, 12288 (2021).

Shen F, Tang R, Sun X, et al. (2019). Simple methods for satellite identification of algal blooms and species using 10-year time series data from the East China Sea. Remote Sensing of Environment, 2019, 235: 111484. (Top, SCI-1, IF:8.218)

Xuerong Sun, Fang Shen, Robert J.W. Brewin, Dongyan Liu, Rugang Tang. (2019). TwentyYear Variations in SatelliteDerived Chlorophylla and Phytoplankton Size in the Bohai Sea and Yellow Sea. Journal of Geophysical Research: Oceans. 2019, 124(12): 8887-8912. 

Zhu, Q., Shen, F., Shang, P., Pan, Y., & Li, M. (2019). Hyperspectral Remote Sensing of Phytoplankton Species Composition Based on Transfer Learning. Remote Sensing, 11(17), 2001.

Wei Xiaodao, Shen Fang, Yanqun Pan, Shuguo Chen, Xuerong Sun, and Yongchao Wang, (2019) Satellite Observations of the Diurnal Dynamics of Particulate Organic Carbon in Optically Complex Coastal Oceans: The Continental Shelf Seas of China. Journal of Geophysical Research: Oceans. Volume124, Issue7, July 2019, Pages 4710-4726

Sun, X., Shen, F.*, Liu, D., Bellerby, R.G.J., Liu, Y., & Tang, R. (2018). In situ and satellite observations of phytoplankton size classes in the entire continental shelf sea, China. Journal of Geophysical Research: Oceans. 123, 3523–3544.

Luang-on, J., J. Ishizaka, A. Buranapratheprat, J. Phaksopa, J.I. Goes, E. R. Maúre, E. Siswanto Y. Zhu, Q. Xu, P. Nakornsantiphap, H. Kobayashi, and S. Matsumura (2023) MODIS-derived blooms of green Noctiluca and associated red tides in the upper Gulf of Thailand based on in situ spectral reflectance characteristics of the bloom waters and the resultant seasonal variability, Frontiers in Marine Science.

Leenawarat, D., J. Luang-on, A. Buranapratheprat, J. Ishizaka (2022) Influences of tropical monsoon and El Niño Southern Oscillations on surface chlorophyll-a variability in a tropical shallow sea, Gulf of Thailand, Frontiers inClimate

Ishizaka, J., Yang, M., Fujii, N., Katano, T., Hori, M., Mine, T., et al. (2022) Use of AERONET ‑ OC for validation of SGLI / GCOM ‑ C products in Ariake. Journal of Oceanography

Feng, C., J. Ishizaka, S. Wang (2022). A simple method for algal species discrimination in East China Sea, using multiple satellite imagery. Geoscience Letters, 9(1), 1–9.

Xu, Q., S. Wang, C. Sukigara, J.I. Goes, H.d.R. Gomes, T. Matsuno, Y. Zhu, Y. Xu, J. Luang-on, Y. Watanabe, S. Yoo, J. Ishizaka (2022) High-Resolution Vertical Observations of Phytoplankton Groups Derived From an in-situ Fluorometer in the East China Sea and Tsushima Strait. Frontiers in Marine Science, 8, 1–14.

Liu, H., He, X., Li, Q., Hu, X., Ishizaka, J., Kratzer, S., et al. (2021) Evaluation of ocean colour atmospheric correction methods for Sentinel-3 OLCI using global automatic in-situ observations. IEEE Transactions on Geoscience and Remote Sensing, 60.

Luang-on, J., J. Ishizaka, A. Buranapratheprat, J. Phaksopa, J.I. Goes, H. Kobayashi, M. Hayashi, E.R. Maúre, S. Matsumura (2021) Seasonal and interannual variations of MODIS Aqua chlorophyll-a (2003–2017) in the Upper Gulf of Thailand influenced by Asian monsoons. Journal of Oceanography

Maúre, E.R., G. Terauchi, J. Ishizaka, N. Clinton, M. DeWitt (2021) Globally consistent assessment of coastal eutrophication. Nature Communication, 12(1), 1–9.

Ishizaka, J., Hirawake, T., Toratani, M., & Frouin, R. (2022). Special section for Second‑Generation Global Imager (SGLI). Journal of Oceanography, 78, 185–186.

Ishizaka, J. (2021) 3.2 Phytoplankton. In Oceanography of the Yellow Sea and East China Sea (Eds.)  J. Ishizaka, G. Kim, J.H. Lee, S.M. Liu, F. Yu, and J. Zhang, Sidney, BC, Canada: North Pacific Marine Science Organization. PICES Sci. Rep. 62. pp. 224–243. 

Ishizaka, J., G. Kim, J.H. Lee, S.M. Liu, F. Yu, J. Zhang (Eds.) (2021) PICES Sci. Rep. 62, Oceanography of the Yellow Sea and East China Sea. Sidney, BC, Canada: North Pacific Marine Science Organization (PICES).

Ishizaka, J. and K. Yamada (2018) Phytoplankton and primary production in the Japan Sea, “Remote Sensing of Asian Seas”, Eds. Barale, V. and M. Gade, Springer, pp. 177-189.

Kahru, M., R. Goericke, T.B. Kelly, M.R. Stukel (2020), Satellite estimation of carbon export by sinking particles in the California Current calibrated with sediment trap data, Deep-Sea Research, Part II, 173, 104639, ISSN 0967-0645,

Kahru, M., R. Elmgren, J. Kaiser, N. Wasmund, O. Savchuk (2020), Cyanobacterial blooms in the Baltic Sea: Correlations with environmental factors, Harmful Algae, 92, 101739,

Kahru, M., C. Anderson, A.D. Barton, M.L. Carter, D. Catlett, U. Send, H.M. Sosik, E.L. Weiss, and B.G. Mitchell (2021), Satellite detection of dinoflagellate blooms off California by UV reflectance ratios. Elementa: Science of the Anthropocene 9(1). DOI:

Kahru, M., H. Bittig, R. Elmgren, V. Fleming, Z. Lee, G. Rehder (2022), Baltic Sea transparency from ships and satellites: centennial trends. Mar. Ecol. Prog. Ser., 697:1-13.

Shang, S.L.*, Zhongping Lee*, Gong Lin, et al., 2017. Sensing an intense phytoplankton bloom in the western Taiwan Strait from radiometric measurements on a UAV. Remote Sensing of Environment, 198: 85-94.

Shang, S.L.*, Zhongping Lee*, Lianghai Shi, et al., 2016. Changes in water clarity of the Bohai Sea: Observations from MODIS. Remote Sensing of Environment, 186: 22-31.

Shang, S.L.*, Jingyu Wu, Bangqin Huang, et al., 2014. A new approach to discriminate dinoflagellate from diatom blooms from space in the East China Sea, Journal of Geophysical Research Oceans, 119, doi:10.1002/2014JC009876.

Shang, S.L.*, Li Li, Jun Li, et al., 2012. Phytoplankton bloom during the northeast monsoon in the Luzon Strait bordering the Kuroshio. Remote Sensing of Environment, 124: 38–48, DOI: 10.1016/j.rse.2012.04.022.

Shang, S.L.*, Q. Dong, Z. Lee, et al., 2011. MODIS observed phytoplankton dynamics in the Taiwan Strait: an absorption-based analysis. Biogeosciences, 8: 841-850, DOI: 10.5194/bg-8-841-2011.