“…Our global trend analyses represent a major step forward relative to prior data-based assessments of the global trends in OA, which were based on a limited number of time series stations (Canadell et al, 2021), based on spatial aggregation of data over large-scale biomes (Lauvset et al, 2015) or using linear regression models only (Iida et al, 2021). Not only were we able to substantially reduce the uncertainties of the trends, but we also pointed out the substantial regional differences in the trends of the most important OA parameters with pH experiencing, on average, the highest rates of changes in the higher latitudes, while the largest changes in Ω ar are found in the tropics.…”