Spatiotemporal analysis of sea-surface pH in the Pacific Ocean based on interpretable machine learning - Ocean Acidification

Spatiotemporal analysis of sea-surface pH in the Pacific Ocean based on interpretable machine learning - Ocean Acidification

Increasingly severe ocean acidification (OA) disrupts the balance of marine ecosystems. Seawater pH is a key indicator of OA but remains challenging to characterize due to sparse and limited in situ observations. In this study, we propose a spatiotemporal inversion method for surface pH based on interpretable machine learning. By applying carbonate system calculations, we […] The post Spatiotemporal analysis of sea-surface pH in the Pacific Ocea…