Blar i NIVA Open Access Archive på forfatter "Liu, Jing"
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Estimating Sea Surface Salinity in the East China Sea Using Satellite Remote Sensing and Machine Learning
Liu, Jing; Bellerby, Richard; Zhu, Qing; Ge, Jianzhong (Peer reviewed; Journal article, 2023)Sea surface salinity (SSS) is a master variable in oceanography and important to understand marine biogeochemical and physical processes. In the East China Sea (ECS), a random forest based regression ensemble model (RF) ... -
The Quantitative Analysis of Water Mass during Winter on the East China Sea Shelf Using an Extended OMP Analysis
Li, Xiaoshuang; Wallhead, Philip; Bellerby, Richard; Liu, Jing; Yang, Anqiang (Peer reviewed; Journal article, 2022)The distribution and quantification of water masses on the East China Sea (ECS) shelf is important for identifying and understanding historical climate-driven changes in ocean properties and circulation in the region. We ... -
Retrieving monthly and interannual total-scale pH (pHT) on the East China Sea shelf using an artificial neural network: ANN-pHT-v1
Li, Xiaoshuang; Bellerby, Richard Garth James; Ge, Jianzhong; Wallhead, Philip; Liu, Jing; Yang, Anqiang (Peer reviewed; Journal article, 2020)While our understanding of pH dynamics has strongly progressed for open-ocean regions, for marginal seas such as the East China Sea (ECS) shelf progress has been constrained by limited observations and complex interactions ... -
Seasonal Variability of the Carbonate System and Air–Sea CO2 Flux in the Outer Changjiang Estuary, East China Sea
Liu, Jing; Bellerby, Richard; Li, Xiaoshuang; Yang, Anqiang (Peer reviewed; Journal article, 2022)Three field surveys were conducted in the outer Changjiang Estuary on the inner shelf of the East China Sea in March, July, and October, 2018. Observations of total-scale pH (pHT), total alkalinity (AT), and calculated ...