A global monthly 3D field of seawater pH over 3 decades: a machine learning approach - Zhong, Guorong; Li, Xuegang; Song, Jinming; Qu, Baoxiao; Wang, Fan; Wang, Yanjun; Zhang, Bin; Cheng, Lijing; Ma, Jun; Yuan, Huamao; Duan, Liqin; Li, Ning; et al. (Earth system science data, 2025)
Keywords: Acidification; Algorithms; Alkalinity; Anthropogenic factors; Artificial neural networks; Carbon dioxide; Chemical analysis; Climate science; Climatology; Data analysis; Data mining; Datasets; Decades; Error reduction; Hydrogen-ion concentration; Image reconstruction; In situ temperature; Learning algorithms; Machine learning; Marine ecosystems; Marine sciences; Neural networks; Ocean acidification; Ocean currents; Oceanic analysis; Oceans; pH effects; Salinity; Sea level; Sea-water; Seawater; Seawater pH; Self organizing maps; Standardization; Variables; Water analysis