Principal nonlinear dynamical modes of climate variability
We suggest a new nonlinear expansion of space-distributed observational time series. The expansion allows constructing principal nonlinear manifolds holding essential part of observed variability. It yields low-dimensional hidden time series interpreted as internal modes driving observed multivariat...
| Main Authors: | , , , , |
|---|---|
| Format: | Online |
| Language: | English |
| Published: |
Nature Publishing Group
2015
|
| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5155699/ |