Various types of synchronization may be identified in the system's motion as documented by the observational record of the instrumental period, when looking at its representative time series through the glasses of an advanced method of sparse data approximation, the Matching Pursuit (MP) approach. To disentangle the emerging network of oscillatory modes to the degree that climate dynamics turns out to be separable, a large, overcomplete dictionary of frequency modulated (FM) Gabor atoms, as analyzing waveforms, is applied in strictly univariate analyses of customary time series comprising global and regional climate, central European synoptic systems, German precipitation, and runoff across the Elbe river basin. A published first-generation study into the period 1870-1997 at annual resolution is being extended to cover data since the 1850s, and has been updated to 2017 to include the much debated "hiatus" regime - and its presumed termination by the large El Nino of 2015/16. To learn more about decadal climate regimes, the temporal resolution is increased from annually to monthly.
All the evidence from these MP-FM studies, as obtained in subsequent multivariate syntheses, points to dynamically excited regimes of an organized climate system under permanent change - perhaps a (pre)chaotic one at centennial timescales, suggesting a "chaos control" perspective on global climate dynamics and change. Findings and conclusions include, among others, remarkable internal structure of reconstructed insolation, the episodic nature of global warming as reflected in multidecadal temperature modes, their swarm of "interdomain" (phase-frequency) companions across the whole system and period, which unveils an unknown regime character of interannual climate dynamics, deep FM throughout the record, very active monsoon onset dynamics around solar cycle no. 19 (the strongest on record), and structures in the monthly analyses that remind of homoclinic and heteroclinic orbits known from much simpler dynamic systems, which may be blamed for 'spontaneous' extreme excursions. The system seems well-organized, yet complex, down to the river basin scale, and its sparse approximation using the MP-FM tool appears to provide an adequate approach of unveiling its hidden structure.