Time Series Analysis

Estimating Causal Networks in Biosphere--Atmosphere Interaction with the PCMCI Approach
Abstract. The dynamics of biochemical processes in terrestrial ecosystems are tightly coupled to local meteorological conditions. …
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Diagnosing the Dynamics of Observed and Simulated Ecosystem Gross Primary Productivity with Time Causal Information Theory Quantifiers
Data analysis and model-data comparisons in the environmental sciences require diagnostic measures that quantify time series dynamics …
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Identifying Multiple Spatiotemporal Patterns: A Refined View on Terrestrial Photosynthetic Activity
Information retrieval from spatiotemporal data cubes is key to earth system sciences. Respective analyses need to consider two …
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