# Comparison of nonlinear local Lyapunov vectors with bred vectors, random perturbations and ensemble transform Kalman filter strategies in a barotropic model

> Research article (Advances in Atmospheric Sciences, 2016) · cited 18× · AI/ML

**Wikidata**: [openalex:W2491855104](https://www.wikidata.org/wiki/openalex:W2491855104)  
**Source**: https://4ort.xyz/entity/comparison-of-nonlinear-local-lyapunov-vectors-with-bred-vectors-random-perturbations-and-ensemble-transform-kalman-filt