Articles | Volume 24, issue 2
Research article
06 Mar 2017
Research article |  | 06 Mar 2017

Insights on the role of accurate state estimation in coupled model parameter estimation by a conceptual climate model study

Xiaolin Yu, Shaoqing Zhang, Xiaopei Lin, and Mingkui Li

Data sets

Application of the cross wavelet transform and wavelet coherence to geophysical time series ( A. Grinsted, M. J. Moore, and S. Jevrejeva

Short summary
Parameter estimation (PE) with a global coupled data assimilation (CDA) system can improve the runs, but the improvement remains in a limited range. We have to come back to simple models to sort out the sources of noises. Incomplete observations and the chaotic nature of the atmosphere have much stronger influences on the PE through the state estimation (SE) process. Here, we propose the guidelines of how to enhance the signal-to-noise ratio under partial SE status.