CORDIS Project
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This project aims to enhance the understanding of complex geophysical systems by developing methods to estimate causal relationships between processes. It focuses on applying Bayesian frameworks and data assimilation techniques to study ocean dynamics, particularly in the turbulent region where the Indian and Atlantic…
A major problem in understanding complex nonlinear geophysical systems is to determine which processes drive which other processes, so what the causal relations are.
Several methods to infer nonlinear causal relations exist, but often lead to different answers, often perform hypothesis testing on causality, need long stationary time series, can be misleading if an unknown process drives the processes under study, or, if a numerical model is used, reflect model causality instead of real-world cau…
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