Spatiotemporal upscaling of sparse air-sea pCO2 data via physics-informed transfer learning

Abstract Global measurements of ocean p C O 2 are critical to monitor and understand changes in the global carbon cycle. However, p C O 2 observations remain sparse as they are mostly collected on opportunistic ship tracks. Several approaches, especially based on direct learning, have been used to u...

Full description

Saved in:
Bibliographic Details
Main Authors: Siyeon Kim, Juan Nathaniel, Zhewen Hou, Tian Zheng, Pierre Gentine
Format: Article
Language:English
Published: Nature Portfolio 2024-10-01
Series:Scientific Data
Online Access:https://doi.org/10.1038/s41597-024-03959-w
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items