AIGD-PFT: the first AI-driven global daily gap-free 4&thinsp;km phytoplankton functional type data product from 1998 to 2023

Zhang, Yuan; Shen, Fang; Li, Renhu; Li, Mengyu; Li, Zhaoxin; Chen, Songyu; Sun, Xuerong

doi:https://doi.org/10.5194/essd-16-4793-2024

Articles | Volume 16, issue 10

https://doi.org/10.5194/essd-16-4793-2024

© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/essd-16-4793-2024

© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 16, issue 10

Data description paper

|

23 Oct 2024

Data description paper |

| 23 Oct 2024

AIGD-PFT: the first AI-driven global daily gap-free 4 km phytoplankton functional type data product from 1998 to 2023

Yuan Zhang, Fang Shen, Renhu Li, Mengyu Li, Zhaoxin Li, Songyu Chen, and Xuerong Sun

Supplement

https://doi.org/10.5194/essd-16-4793-2024-supplement

Data sets

AIGD-PFT: The first AI-driven Global Daily gap-free 4 km Phytoplankton Functional Type products from 1998 to 2023 Y. Zhang and F. Shen https://doi.org/10.11888/RemoteSen.tpdc.301164

AIGD-PFT: The first AI-driven Global Daily gap-free 4 km Phytoplankton Functional Type products from 1998 to 2023 Y. Zhang and F. Shen https://doi.org/10.5281/zenodo.10910206

Video supplement

AIGD-PFT: The first AI-driven Global Daily gap-free 4 km Phytoplankton Functional Type products from 1998 to 2023 Yuan Zhang et al. https://doi.org/10.5446/67366

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This work describes AIGD-PFT, the first AI-driven global daily gap-free 4 km phytoplankton functional type (PFT) product from 1998 to 2023. AIGD-PFT enhances the accuracy and spatiotemporal coverage quantification of eight major PFTs (i.e. diatoms, dinoflagellates, haptophytes, pelagophytes, cryptophytes, green algae, prokaryotes, and Prochlorococcus).