An Online Paleoclimate Data Assimilation with a Deep Learning-based Network

OnlinePDA_code (files compressed with RAR compression) includes: 1. Directory 'Exp_LIM' contains the Exp_LIM.m file for the reconstruction of SAT during preindustrial period (851-1850 CE) in Figure 5 (LIM.mat contains the parameters for the LIM); 2. Directory 'Exp_NET' contains the Exp_NET.m file for the reconstruction of SAT during preindustrial period (851-1850 CE) in Figure 5 (NET.mat contains the parameters for the NET); Note: Exp_NETANA (just replace the index of static ensembles in Exp_NET.m with analog ensembles) is not provided. 3. Directory 'PPE_data' contains all the data (prior samples, pseudoproxy, PSMs, ...) needed for pseudoproxy experiments. 4. Directory 'Data for plotting' contains the necessary data for plotting Figures3-11.