Earth System Science Data
Earth System Science Data
Earth System Science Data
Articles | Volume 16, issue 10
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 article
 | 
23 Oct 2024
Data description article |  | 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

Viewed

Total article views: 4,955 (including HTML, PDF, and XML)
HTML PDF XML Total Supplement BibTeX EndNote
3,584 1,012 359 4,955 171 129 186
  • HTML: 3,584
  • PDF: 1,012
  • XML: 359
  • Total: 4,955
  • Supplement: 171
  • BibTeX: 129
  • EndNote: 186
Views and downloads (calculated since 06 May 2024)
Cumulative views and downloads (calculated since 06 May 2024)

Viewed (geographical distribution)

Total article views: 4,955 (including HTML, PDF, and XML) Thereof 4,868 with geography defined and 87 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Latest update: 12 Mar 2026
Download
Short summary
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).
Read more
Share
Altmetrics
Final-revised paper
Preprint