Table 2 Verification of OEnKF with PAGES2k, OEnKF with PAGES2k + M08, OEnKF with the comprehensive database, HGAOEnKF with PAGES2k, HGAOEnKF with PAGES2k + M08, HGAOEnKF with the comprehensive database against the 25% independent proxy records, i.e., the mean of correlation coefficient (Cor), coefficient of efficiency difference (posterior CE minus prior CE, ∆CE), and RMSE between the standardized proxy value and the standardized predicted value, across all the proxy records

From: A new last two millennium reanalysis based on hybrid gain analog offline EnKF and an expanded proxy database

 

OEnKF with PAGES2k

HGAOEnKF with PAGES2k

 

Cor

ΔCE

RMSE

Cor

ΔCE

RMSE

Tree (99)

0.21

−1.01

0.23

0.22

−1.03

0.23

Coral (7)

0.01

−0.97

0.28

0.10

−0.92

0.28

Ice (9)

0.01

−1.35

0.24

0.04

−1.20

0.23

Other (13)

0.02

−3.54

0.29

0.06

−2.49

0.28

mean

0.17

−1.29

0.24

0.18

−1.18

0.24

 

OEnKF with PAGES2k+M08

HGAOEnKF with PAGES2k+M08

 

Cor

ΔCE

RMSE

Cor

ΔCE

RMSE

Tree (170)

0.21

0.69

0.24

0.23

0.72

0.24

Coral (8)

0.07

0.01

0.31

0.09

0.31

0.30

Ice (10)

0.09

0.08

0.22

0.10

−0.25

0.24

mean

0.20

0.63

0.24

0.22

0.66

0.24

 

OEnKF with the comprehensive database

HGAOEnKF with the comprehensive database

 

Cor

ΔCE

RMSE

Cor

ΔCE

RMSE

Tree (210)

0.25

0.64

0.24

0.28

0.71

0.23

Coral (9)

0.47

1.28

0.23

0.51

1.41

0.22

Ice (9)

0.21

0.44

0.24

0.24

0.42

0.24

mean

0.26

0.65

0.24

0.28

0.72

0.23