	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	22.5
CLM-CRUJRA	[-]	27.0	27.4	22.5	25.3	13.7	4.90	10.6	0.324	0.787	0.696	0.978	0.982	0.828
CLM-GSWP3	[-]	25.2	25.7	22.5	21.6	13.7	3.22	11.7	0.347	0.806	0.648	0.976	0.911	0.797
CLM-Princeton	[-]	22.5	22.9	22.5	20.0	13.7	0.482	8.20	0.259	0.874	0.725	0.982	0.992	0.860
ISBA-CTRIP-CRUJRA	[-]	28.3	28.5	22.5	27.0	10.4	6.10	13.4	0.300	0.768	0.615	0.979	0.954	0.786
ISBA-CTRIP-GSWP3	[-]	26.7	27.2	22.5	24.6	10.4	4.69	15.5	0.434	0.787	0.549	0.967	0.890	0.749
ISBA-CTRIP-Princeton	[-]	22.8	23.2	22.5	21.4	10.4	0.730	9.50	0.209	0.873	0.686	0.984	0.986	0.843
JSBACH-CRUJRA	[-]	36.4	36.7	22.6	37.5	19.3	14.1	21.7	0.519	0.575	0.522	0.962	0.625	0.641
JSBACH-GSWP3	[-]	31.5	32.0	22.6	30.1	19.3	9.42	20.8	0.597	0.662	0.477	0.957	0.666	0.648
JSBACH-Princeton	[-]	34.0	34.3	22.6	35.0	19.3	11.8	18.2	0.255	0.617	0.589	0.981	0.661	0.688
Mean-CRUJRA	[-]	30.1	30.8	22.5	28.9	10.4	8.32	13.3	0.323	0.703	0.658	0.978	0.943	0.788
Mean-GSWP3	[-]	27.3	28.2	22.5	24.8	10.4	5.71	14.4	0.399	0.759	0.587	0.971	0.880	0.757
Mean-Princeton	[-]	26.0	26.8	22.5	24.3	10.4	4.29	9.04	0.135	0.813	0.727	0.991	0.977	0.847

Download Data

Period Mean (original grids) [W m-2]

Model Period Mean (intersection) [W m-2]

Benchmark Period Mean (intersection) [W m-2]

Model Period Mean (complement) [W m-2]

Benchmark Period Mean (complement) [W m-2]

Bias [W m-2]

RMSE [W m-2]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

22.5

CLM-CRUJRA

[-]

27.0

27.4

22.5

25.3

13.7

4.90

10.6

0.324

0.787

0.696

0.978

0.982

0.828

CLM-GSWP3

[-]

25.2

25.7

22.5

21.6

13.7

3.22

11.7

0.347

0.806

0.648

0.976

0.911

0.797

CLM-Princeton

[-]

22.5

22.9

22.5

20.0

13.7

0.482

8.20

0.259

0.874

0.725

0.982

0.992

0.860

ISBA-CTRIP-CRUJRA

[-]

28.3

28.5

22.5

27.0

10.4

6.10

13.4

0.300

0.768

0.615

0.979

0.954

0.786

ISBA-CTRIP-GSWP3

[-]

26.7

27.2

22.5

24.6

10.4

4.69

15.5

0.434

0.787

0.549

0.967

0.890

0.749

ISBA-CTRIP-Princeton

[-]

22.8

23.2

22.5

21.4

10.4

0.730

9.50

0.209

0.873

0.686

0.984

0.986

0.843

JSBACH-CRUJRA

[-]

36.4

36.7

22.6

37.5

19.3

14.1

21.7

0.519

0.575

0.522

0.962

0.625

0.641

JSBACH-GSWP3

[-]

31.5

32.0

22.6

30.1

19.3

9.42

20.8

0.597

0.662

0.477

0.957

0.666

0.648

JSBACH-Princeton

[-]

34.0

34.3

22.6

35.0

19.3

11.8

18.2

0.255

0.617

0.589

0.981

0.661

0.688

Mean-CRUJRA

[-]

30.1

30.8

22.5

28.9

10.4

8.32

13.3

0.323

0.703

0.658

0.978

0.943

0.788

Mean-GSWP3

[-]

27.3

28.2

22.5

24.8

10.4

5.71

14.4

0.399

0.759

0.587

0.971

0.880

0.757

Mean-Princeton

[-]

26.0

26.8

22.5

24.3

10.4

4.29

9.04

0.135

0.813

0.727

0.991

0.977

0.847

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	35.1
CLM-CRUJRA	[-]	42.9	39.0	35.1	49.5	40.0	3.94	12.9	0.996	0.648	0.458	0.811	0.991	0.673
CLM-GSWP3	[-]	41.1	37.3	35.1	47.1	40.0	2.19	13.0	0.874	0.657	0.455	0.863	0.991	0.684
CLM-Princeton	[-]	38.7	34.9	35.1	46.3	40.0	-0.232	12.6	0.939	0.613	0.477	0.835	0.982	0.677
ISBA-CTRIP-CRUJRA	[-]	46.6	44.4	35.1	56.3	43.6	9.37	17.5	0.828	0.488	0.395	0.870	0.934	0.616
ISBA-CTRIP-GSWP3	[-]	43.8	42.0	35.1	52.1	43.6	6.86	17.8	0.893	0.541	0.360	0.866	0.949	0.615
ISBA-CTRIP-Princeton	[-]	39.8	37.3	35.1	50.7	43.6	2.21	14.0	0.926	0.628	0.416	0.825	0.989	0.654
JSBACH-CRUJRA	[-]	52.8	50.2	34.7	62.6	45.6	15.5	25.1	0.953	0.372	0.323	0.854	0.847	0.544
JSBACH-GSWP3	[-]	50.7	48.0	34.7	58.4	45.6	13.3	23.8	0.993	0.401	0.302	0.841	0.856	0.541
JSBACH-Princeton	[-]	50.2	47.6	34.7	60.2	45.6	12.9	22.3	0.923	0.394	0.341	0.843	0.880	0.560
Mean-CRUJRA	[-]	47.0	44.7	35.2	57.1	24.1	9.55	15.6	0.776	0.475	0.454	0.870	0.947	0.640
Mean-GSWP3	[-]	44.6	42.6	35.2	53.6	24.1	7.39	15.3	0.770	0.530	0.420	0.883	0.957	0.642
Mean-Princeton	[-]	42.4	40.0	35.2	52.9	24.1	4.85	12.0	0.756	0.626	0.483	0.867	0.987	0.689

Download Data

Period Mean (original grids) [W m-2]

Model Period Mean (intersection) [W m-2]

Benchmark Period Mean (intersection) [W m-2]

Model Period Mean (complement) [W m-2]

Benchmark Period Mean (complement) [W m-2]

Bias [W m-2]

RMSE [W m-2]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

35.1

CLM-CRUJRA

[-]

42.9

39.0

35.1

49.5

40.0

3.94

12.9

0.996

0.648

0.458

0.811

0.991

0.673

CLM-GSWP3

[-]

41.1

37.3

35.1

47.1

40.0

2.19

13.0

0.874

0.657

0.455

0.863

0.991

0.684

CLM-Princeton

[-]

38.7

34.9

35.1

46.3

40.0

-0.232

12.6

0.939

0.613

0.477

0.835

0.982

0.677

ISBA-CTRIP-CRUJRA

[-]

46.6

44.4

35.1

56.3

43.6

9.37

17.5

0.828

0.488

0.395

0.870

0.934

0.616

ISBA-CTRIP-GSWP3

[-]

43.8

42.0

35.1

52.1

43.6

6.86

17.8

0.893

0.541

0.360

0.866

0.949

0.615

ISBA-CTRIP-Princeton

[-]

39.8

37.3

35.1

50.7

43.6

2.21

14.0

0.926

0.628

0.416

0.825

0.989

0.654

JSBACH-CRUJRA

[-]

52.8

50.2

34.7

62.6

45.6

15.5

25.1

0.953

0.372

0.323

0.854

0.847

0.544

JSBACH-GSWP3

[-]

50.7

48.0

34.7

58.4

45.6

13.3

23.8

0.993

0.401

0.302

0.841

0.856

0.541

JSBACH-Princeton

[-]

50.2

47.6

34.7

60.2

45.6

12.9

22.3

0.923

0.394

0.341

0.843

0.880

0.560

Mean-CRUJRA

[-]

47.0

44.7

35.2

57.1

24.1

9.55

15.6

0.776

0.475

0.454

0.870

0.947

0.640

Mean-GSWP3

[-]

44.6

42.6

35.2

53.6

24.1

7.39

15.3

0.770

0.530

0.420

0.883

0.957

0.642

Mean-Princeton

[-]

42.4

40.0

35.2

52.9

24.1

4.85

12.0

0.756

0.626

0.483

0.867

0.987

0.689

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.0
CLM-CRUJRA	[-]	17.4	17.1	13.0	21.1	20.6	4.07	10.3	1.18	0.631	0.438	0.893	0.968	0.674
CLM-GSWP3	[-]	16.8	16.4	13.0	19.6	20.6	3.46	9.95	1.10	0.648	0.433	0.877	0.967	0.672
CLM-Princeton	[-]	15.8	15.5	13.0	19.5	20.6	2.55	9.75	1.17	0.673	0.434	0.868	0.973	0.676
ISBA-CTRIP-CRUJRA	[-]	19.1	18.2	13.0	25.1	33.1	5.26	12.4	1.04	0.601	0.364	0.918	0.940	0.637
ISBA-CTRIP-GSWP3	[-]	18.2	17.4	13.0	21.9	33.1	4.50	13.5	1.04	0.598	0.323	0.901	0.926	0.614
ISBA-CTRIP-Princeton	[-]	17.6	16.8	13.0	22.7	33.1	3.84	12.1	1.06	0.638	0.358	0.896	0.937	0.637
JSBACH-CRUJRA	[-]	18.1	18.1	13.0	18.7	13.8	5.18	14.2	1.08	0.585	0.298	0.898	0.922	0.600
JSBACH-GSWP3	[-]	17.8	17.8	13.0	18.5	13.8	4.82	13.9	1.07	0.581	0.308	0.891	0.910	0.600
JSBACH-Princeton	[-]	16.7	16.7	13.0	17.2	13.8	3.77	13.1	1.07	0.622	0.320	0.885	0.927	0.615
Mean-CRUJRA	[-]	18.5	17.9	13.1	25.2	6.94	4.82	10.7	0.959	0.621	0.424	0.927	0.962	0.672
Mean-GSWP3	[-]	17.8	17.3	13.1	22.2	6.94	4.24	10.9	0.891	0.623	0.404	0.922	0.957	0.662
Mean-Princeton	[-]	17.1	16.5	13.1	23.2	6.94	3.40	9.96	0.945	0.664	0.431	0.916	0.966	0.682

Download Data

Period Mean (original grids) [W m-2]

Model Period Mean (intersection) [W m-2]

Benchmark Period Mean (intersection) [W m-2]

Model Period Mean (complement) [W m-2]

Benchmark Period Mean (complement) [W m-2]

Bias [W m-2]

RMSE [W m-2]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

13.0

CLM-CRUJRA

[-]

17.4

17.1

13.0

21.1

20.6

4.07

10.3

1.18

0.631

0.438

0.893

0.968

0.674

CLM-GSWP3

[-]

16.8

16.4

13.0

19.6

20.6

3.46

9.95

1.10

0.648

0.433

0.877

0.967

0.672

CLM-Princeton

[-]

15.8

15.5

13.0

19.5

20.6

2.55

9.75

1.17

0.673

0.434

0.868

0.973

0.676

ISBA-CTRIP-CRUJRA

[-]

19.1

18.2

13.0

25.1

33.1

5.26

12.4

1.04

0.601

0.364

0.918

0.940

0.637

ISBA-CTRIP-GSWP3

[-]

18.2

17.4

13.0

21.9

33.1

4.50

13.5

1.04

0.598

0.323

0.901

0.926

0.614

ISBA-CTRIP-Princeton

[-]

17.6

16.8

13.0

22.7

33.1

3.84

12.1

1.06

0.638

0.358

0.896

0.937

0.637

JSBACH-CRUJRA

[-]

18.1

13.0

18.7

13.8

5.18

14.2

1.08

0.585

0.298

0.898

0.922

0.600

JSBACH-GSWP3

[-]

17.8

13.0

18.5

13.8

4.82

13.9

1.07

0.581

0.308

0.891

0.910

0.600

JSBACH-Princeton

[-]

16.7

13.0

17.2

13.8

3.77

13.1

1.07

0.622

0.320

0.885

0.927

0.615

Mean-CRUJRA

[-]

18.5

17.9

13.1

25.2

6.94

4.82

10.7

0.959

0.621

0.424

0.927

0.962

0.672

Mean-GSWP3

[-]

17.8

17.3

13.1

22.2

6.94

4.24

10.9

0.891

0.623

0.404

0.922

0.957

0.662

Mean-Princeton

[-]

17.1

16.5

13.1

23.2

6.94

3.40

9.96

0.945

0.664

0.431

0.916

0.966

0.682

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	12.1
CLM-CRUJRA	[-]	15.7	15.3	12.1	26.3	22.0	3.33	10.5	0.802	0.647	0.382	0.920	0.940	0.654
CLM-GSWP3	[-]	14.4	14.0	12.1	26.3	22.0	2.12	9.51	0.910	0.647	0.406	0.924	0.885	0.653
CLM-Princeton	[-]	14.5	14.1	12.1	24.7	22.0	2.11	10.4	0.790	0.667	0.370	0.920	0.935	0.652
ISBA-CTRIP-CRUJRA	[-]	16.1	15.7	12.1	22.0		3.62	10.5	0.668	0.635	0.368	0.924	0.969	0.653
ISBA-CTRIP-GSWP3	[-]	14.4	13.8	12.1	21.3		1.75	10.9	1.08	0.649	0.326	0.891	0.902	0.619
ISBA-CTRIP-Princeton	[-]	14.4	13.9	12.1	20.1		1.81	10.5	0.651	0.670	0.349	0.922	0.963	0.651
JSBACH-CRUJRA	[-]	15.1	14.7	12.0	22.4	17.1	2.73	11.6	0.902	0.660	0.301	0.874	0.971	0.621
JSBACH-GSWP3	[-]	14.1	13.6	12.0	22.3	17.1	1.53	11.0	0.975	0.661	0.307	0.890	0.942	0.621
JSBACH-Princeton	[-]	13.8	13.4	12.0	21.0	17.1	1.41	11.1	0.851	0.684	0.307	0.883	0.971	0.631
Mean-CRUJRA	[-]	15.7	15.2	12.1	22.9	12.8	3.11	8.62	0.506	0.671	0.446	0.947	0.975	0.697
Mean-GSWP3	[-]	14.4	13.7	12.1	22.4	12.8	1.67	8.45	0.848	0.678	0.421	0.925	0.956	0.680
Mean-Princeton	[-]	14.3	13.7	12.1	21.3	12.8	1.65	8.37	0.547	0.698	0.438	0.938	0.976	0.698

Download Data

Period Mean (original grids) [W m-2]

Model Period Mean (intersection) [W m-2]

Benchmark Period Mean (intersection) [W m-2]

Model Period Mean (complement) [W m-2]

Benchmark Period Mean (complement) [W m-2]

Bias [W m-2]

RMSE [W m-2]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

12.1

CLM-CRUJRA

[-]

15.7

15.3

12.1

26.3

22.0

3.33

10.5

0.802

0.647

0.382

0.920

0.940

0.654

CLM-GSWP3

[-]

14.4

14.0

12.1

26.3

22.0

2.12

9.51

0.910

0.647

0.406

0.924

0.885

0.653

CLM-Princeton

[-]

14.5

14.1

12.1

24.7

22.0

2.11

10.4

0.790

0.667

0.370

0.920

0.935

0.652

ISBA-CTRIP-CRUJRA

[-]

16.1

15.7

12.1

22.0

3.62

10.5

0.668

0.635

0.368

0.924

0.969

0.653

ISBA-CTRIP-GSWP3

[-]

14.4

13.8

12.1

21.3

1.75

10.9

1.08

0.649

0.326

0.891

0.902

0.619

ISBA-CTRIP-Princeton

[-]

14.4

13.9

12.1

20.1

1.81

10.5

0.651

0.670

0.349

0.922

0.963

0.651

JSBACH-CRUJRA

[-]

15.1

14.7

12.0

22.4

17.1

2.73

11.6

0.902

0.660

0.301

0.874

0.971

0.621

JSBACH-GSWP3

[-]

14.1

13.6

12.0

22.3

17.1

1.53

11.0

0.975

0.661

0.307

0.890

0.942

0.621

JSBACH-Princeton

[-]

13.8

13.4

12.0

21.0

17.1

1.41

11.1

0.851

0.684

0.307

0.883

0.971

0.631

Mean-CRUJRA

[-]

15.7

15.2

12.1

22.9

12.8

3.11

8.62

0.506

0.671

0.446

0.947

0.975

0.697

Mean-GSWP3

[-]

14.4

13.7

12.1

22.4

12.8

1.67

8.45

0.848

0.678

0.421

0.925

0.956

0.680

Mean-Princeton

[-]

14.3

13.7

12.1

21.3

12.8

1.65

8.37

0.547

0.698

0.438

0.938

0.976

0.698

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	46.4
CLM-CRUJRA	[-]	52.9	60.5	47.0	42.9	25.6	14.1	18.6	1.26	0.327	0.358	0.740	0.958	0.548
CLM-GSWP3	[-]	45.8	53.9	47.0	32.6	25.6	7.00	14.1	1.12	0.425	0.389	0.786	0.937	0.585
CLM-Princeton	[-]	41.0	47.2	47.0	34.0	25.6	0.347	10.7	1.09	0.507	0.461	0.782	0.987	0.640
ISBA-CTRIP-CRUJRA	[-]	61.1	68.5	46.4	60.9	32.4	23.2	26.9	1.32	0.223	0.322	0.779	0.887	0.507
ISBA-CTRIP-GSWP3	[-]	48.9	55.1	46.4	49.0	32.4	9.59	16.9	1.42	0.419	0.330	0.756	0.939	0.555
ISBA-CTRIP-Princeton	[-]	43.2	45.5	46.4	46.1	32.4	-0.212	15.4	1.43	0.399	0.398	0.746	0.970	0.582
JSBACH-CRUJRA	[-]	88.2	96.8	47.5	72.4	41.0	49.1	54.0	1.41	0.0640	0.198	0.733	0.880	0.415
JSBACH-GSWP3	[-]	65.4	77.6	47.5	53.0	41.0	30.3	39.7	1.61	0.210	0.181	0.711	0.795	0.416
JSBACH-Princeton	[-]	74.7	82.4	47.5	64.0	41.0	34.8	39.0	2.05	0.113	0.279	0.600	0.966	0.447
Mean-CRUJRA	[-]	68.9	72.9	46.4	60.5		26.4	29.8	1.43	0.196	0.338	0.709	0.946	0.506
Mean-GSWP3	[-]	57.9	61.0	46.4	48.8		14.6	20.1	1.11	0.358	0.345	0.793	0.944	0.557
Mean-Princeton	[-]	54.6	56.0	46.4	48.6		9.55	14.7	1.22	0.484	0.434	0.751	0.973	0.615

Download Data

Period Mean (original grids) [W m-2]

Model Period Mean (intersection) [W m-2]

Benchmark Period Mean (intersection) [W m-2]

Model Period Mean (complement) [W m-2]

Benchmark Period Mean (complement) [W m-2]

Bias [W m-2]

RMSE [W m-2]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

46.4

CLM-CRUJRA

[-]

52.9

60.5

47.0

42.9

25.6

14.1

18.6

1.26

0.327

0.358

0.740

0.958

0.548

CLM-GSWP3

[-]

45.8

53.9

47.0

32.6

25.6

7.00

14.1

1.12

0.425

0.389

0.786

0.937

0.585

CLM-Princeton

[-]

41.0

47.2

47.0

34.0

25.6

0.347

10.7

1.09

0.507

0.461

0.782

0.987

0.640

ISBA-CTRIP-CRUJRA

[-]

61.1

68.5

46.4

60.9

32.4

23.2

26.9

1.32

0.223

0.322

0.779

0.887

0.507

ISBA-CTRIP-GSWP3

[-]

48.9

55.1

46.4

49.0

32.4

9.59

16.9

1.42

0.419

0.330

0.756

0.939

0.555

ISBA-CTRIP-Princeton

[-]

43.2

45.5

46.4

46.1

32.4

-0.212

15.4

1.43

0.399

0.398

0.746

0.970

0.582

JSBACH-CRUJRA

[-]

88.2

96.8

47.5

72.4

41.0

49.1

54.0

1.41

0.0640

0.198

0.733

0.880

0.415

JSBACH-GSWP3

[-]

65.4

77.6

47.5

53.0

41.0

30.3

39.7

1.61

0.210

0.181

0.711

0.795

0.416

JSBACH-Princeton

[-]

74.7

82.4

47.5

64.0

41.0

34.8

39.0

2.05

0.113

0.279

0.600

0.966

0.447

Mean-CRUJRA

[-]

68.9

72.9

46.4

60.5

26.4

29.8

1.43

0.196

0.338

0.709

0.946

0.506

Mean-GSWP3

[-]

57.9

61.0

46.4

48.8

14.6

20.1

1.11

0.358

0.345

0.793

0.944

0.557

Mean-Princeton

[-]

54.6

56.0

46.4

48.6

9.55

14.7

1.22

0.484

0.434

0.751

0.973

0.615

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	39.7
CLM-CRUJRA	[-]	44.1	43.9	39.7	45.6	26.4	4.16	12.7	0.437	0.792	0.671	0.959	0.990	0.816
CLM-GSWP3	[-]	41.4	41.3	39.7	41.6	26.4	1.49	13.0	0.462	0.795	0.665	0.953	0.988	0.813
CLM-Princeton	[-]	39.0	38.7	39.7	40.7	26.4	-0.965	11.3	0.408	0.811	0.691	0.955	0.977	0.825
ISBA-CTRIP-CRUJRA	[-]	51.9	51.8	39.7	53.2	37.8	12.1	19.4	0.594	0.609	0.577	0.948	0.867	0.716
ISBA-CTRIP-GSWP3	[-]	49.2	49.2	39.7	49.4	37.8	9.57	18.8	0.665	0.674	0.574	0.937	0.892	0.730
ISBA-CTRIP-Princeton	[-]	45.1	44.8	39.7	46.1	37.8	5.15	13.6	0.499	0.760	0.648	0.944	0.945	0.789
JSBACH-CRUJRA	[-]	65.5	64.7	39.7	70.7	40.2	24.9	33.8	0.811	0.406	0.455	0.924	0.685	0.585
JSBACH-GSWP3	[-]	62.5	62.0	39.7	65.4	40.2	22.3	31.4	0.761	0.454	0.473	0.920	0.753	0.615
JSBACH-Princeton	[-]	64.1	63.2	39.7	69.5	40.2	23.5	31.0	0.642	0.424	0.510	0.935	0.710	0.618
Mean-CRUJRA	[-]	52.7	53.2	39.7	54.1	38.9	13.5	19.1	0.569	0.587	0.611	0.951	0.915	0.735
Mean-GSWP3	[-]	49.9	50.6	39.7	49.9	38.9	10.9	17.9	0.578	0.656	0.614	0.944	0.946	0.755
Mean-Princeton	[-]	48.0	48.7	39.7	48.6	38.9	8.98	14.3	0.424	0.692	0.678	0.958	0.956	0.792

Download Data

Period Mean (original grids) [W m-2]

Model Period Mean (intersection) [W m-2]

Benchmark Period Mean (intersection) [W m-2]

Model Period Mean (complement) [W m-2]

Benchmark Period Mean (complement) [W m-2]

Bias [W m-2]

RMSE [W m-2]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

39.7

CLM-CRUJRA

[-]

44.1

43.9

39.7

45.6

26.4

4.16

12.7

0.437

0.792

0.671

0.959

0.990

0.816

CLM-GSWP3

[-]

41.4

41.3

39.7

41.6

26.4

1.49

13.0

0.462

0.795

0.665

0.953

0.988

0.813

CLM-Princeton

[-]

39.0

38.7

39.7

40.7

26.4

-0.965

11.3

0.408

0.811

0.691

0.955

0.977

0.825

ISBA-CTRIP-CRUJRA

[-]

51.9

51.8

39.7

53.2

37.8

12.1

19.4

0.594

0.609

0.577

0.948

0.867

0.716

ISBA-CTRIP-GSWP3

[-]

49.2

39.7

49.4

37.8

9.57

18.8

0.665

0.674

0.574

0.937

0.892

0.730

ISBA-CTRIP-Princeton

[-]

45.1

44.8

39.7

46.1

37.8

5.15

13.6

0.499

0.760

0.648

0.944

0.945

0.789

JSBACH-CRUJRA

[-]

65.5

64.7

39.7

70.7

40.2

24.9

33.8

0.811

0.406

0.455

0.924

0.685

0.585

JSBACH-GSWP3

[-]

62.5

62.0

39.7

65.4

40.2

22.3

31.4

0.761

0.454

0.473

0.920

0.753

0.615

JSBACH-Princeton

[-]

64.1

63.2

39.7

69.5

40.2

23.5

31.0

0.642

0.424

0.510

0.935

0.710

0.618

Mean-CRUJRA

[-]

52.7

53.2

39.7

54.1

38.9

13.5

19.1

0.569

0.587

0.611

0.951

0.915

0.735

Mean-GSWP3

[-]

49.9

50.6

39.7

49.9

38.9

10.9

17.9

0.578

0.656

0.614

0.944

0.946

0.755

Mean-Princeton

[-]

48.0

48.7

39.7

48.6

38.9

8.98

14.3

0.424

0.692

0.678

0.958

0.956

0.792

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	89.0
CLM-CRUJRA	[-]	97.8	97.3	89.1	101.	76.5	8.20	15.2	2.77	0.344	0.222	0.529	0.977	0.459
CLM-GSWP3	[-]	93.2	92.7	89.1	96.9	76.5	3.59	11.0	1.51	0.502	0.265	0.779	0.988	0.560
CLM-Princeton	[-]	79.6	77.2	89.1	94.9	76.5	-11.9	17.3	1.60	0.176	0.331	0.770	0.979	0.517
ISBA-CTRIP-CRUJRA	[-]	123.	123.	89.0	122.	94.9	33.8	36.1	2.14	0.0365	0.193	0.648	0.751	0.364
ISBA-CTRIP-GSWP3	[-]	116.	114.	89.0	118.	94.9	24.4	30.7	1.63	0.0940	0.0937	0.770	0.593	0.329
ISBA-CTRIP-Princeton	[-]	87.4	80.4	89.0	113.	94.9	-8.55	19.4	2.01	0.208	0.194	0.690	0.766	0.410
JSBACH-CRUJRA	[-]	140.	140.	89.2	150.	87.3	51.1	52.7	1.98	0.00731	0.185	0.675	0.820	0.374
JSBACH-GSWP3	[-]	131.	130.	89.2	144.	87.3	41.0	47.5	1.93	0.0276	0.0465	0.710	0.422	0.251
JSBACH-Princeton	[-]	120.	120.	89.2	136.	87.3	30.8	33.0	1.94	0.0227	0.184	0.707	0.758	0.371
Mean-CRUJRA	[-]	119.	119.	89.0	120.		29.8	31.5	2.02	0.0416	0.241	0.671	0.954	0.430
Mean-GSWP3	[-]	112.	111.	89.0	117.		22.2	26.4	1.67	0.0848	0.132	0.758	0.829	0.387
Mean-Princeton	[-]	95.6	91.0	89.0	115.		2.05	12.3	1.71	0.383	0.284	0.747	0.948	0.529

Download Data

Period Mean (original grids) [W m-2]

Model Period Mean (intersection) [W m-2]

Benchmark Period Mean (intersection) [W m-2]

Model Period Mean (complement) [W m-2]

Benchmark Period Mean (complement) [W m-2]

Bias [W m-2]

RMSE [W m-2]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

89.0

CLM-CRUJRA

[-]

97.8

97.3

89.1

101.

76.5

8.20

15.2

2.77

0.344

0.222

0.529

0.977

0.459

CLM-GSWP3

[-]

93.2

92.7

89.1

96.9

76.5

3.59

11.0

1.51

0.502

0.265

0.779

0.988

0.560

CLM-Princeton

[-]

79.6

77.2

89.1

94.9

76.5

-11.9

17.3

1.60

0.176

0.331

0.770

0.979

0.517

ISBA-CTRIP-CRUJRA

[-]

123.

89.0

122.

94.9

33.8

36.1

2.14

0.0365

0.193

0.648

0.751

0.364

ISBA-CTRIP-GSWP3

[-]

116.

114.

89.0

118.

94.9

24.4

30.7

1.63

0.0940

0.0937

0.770

0.593

0.329

ISBA-CTRIP-Princeton

[-]

87.4

80.4

89.0

113.

94.9

-8.55

19.4

2.01

0.208

0.194

0.690

0.766

0.410

JSBACH-CRUJRA

[-]

140.

89.2

150.

87.3

51.1

52.7

1.98

0.00731

0.185

0.675

0.820

0.374

JSBACH-GSWP3

[-]

131.

130.

89.2

144.

87.3

41.0

47.5

1.93

0.0276

0.0465

0.710

0.422

0.251

JSBACH-Princeton

[-]

120.

89.2

136.

87.3

30.8

33.0

1.94

0.0227

0.184

0.707

0.758

0.371

Mean-CRUJRA

[-]

119.

89.0

120.

29.8

31.5

2.02

0.0416

0.241

0.671

0.954

0.430

Mean-GSWP3

[-]

112.

111.

89.0

117.

22.2

26.4

1.67

0.0848

0.132

0.758

0.829

0.387

Mean-Princeton

[-]

95.6

91.0

89.0

115.

2.05

12.3

1.71

0.383

0.284

0.747

0.948

0.529

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	69.8
CLM-CRUJRA	[-]	75.1	73.6	69.8	82.7	62.5	3.82	17.4	1.67	0.602	0.388	0.737	0.968	0.617
CLM-GSWP3	[-]	72.6	70.9	69.8	81.8	62.5	1.11	17.6	1.38	0.591	0.387	0.809	0.963	0.628
CLM-Princeton	[-]	68.8	66.8	69.8	79.5	62.5	-3.07	19.1	1.67	0.525	0.397	0.753	0.992	0.613
ISBA-CTRIP-CRUJRA	[-]	87.4	85.4	69.8	96.4	50.5	15.6	26.1	1.16	0.400	0.323	0.837	0.800	0.536
ISBA-CTRIP-GSWP3	[-]	81.9	80.2	69.8	90.0	50.5	10.5	25.2	1.28	0.478	0.295	0.820	0.785	0.535
ISBA-CTRIP-Princeton	[-]	74.2	71.1	69.8	89.0	50.5	1.34	20.2	1.67	0.580	0.329	0.742	0.982	0.592
JSBACH-CRUJRA	[-]	99.5	98.2	69.7	111.	71.0	28.5	40.3	1.28	0.252	0.254	0.816	0.671	0.449
JSBACH-GSWP3	[-]	96.9	95.4	69.7	106.	71.0	25.7	37.9	1.46	0.284	0.228	0.786	0.706	0.446
JSBACH-Princeton	[-]	96.0	94.3	69.7	108.	71.0	24.6	36.3	1.43	0.270	0.255	0.785	0.730	0.459
Mean-CRUJRA	[-]	87.3	85.6	69.8	94.8	60.5	15.8	22.9	1.18	0.377	0.392	0.827	0.857	0.569
Mean-GSWP3	[-]	84.1	82.1	69.8	91.3	60.5	12.3	21.5	1.12	0.454	0.360	0.846	0.870	0.578
Mean-Princeton	[-]	79.8	77.2	69.8	90.7	60.5	7.37	17.2	1.30	0.566	0.405	0.807	0.973	0.631

Download Data

Period Mean (original grids) [W m-2]

Model Period Mean (intersection) [W m-2]

Benchmark Period Mean (intersection) [W m-2]

Model Period Mean (complement) [W m-2]

Benchmark Period Mean (complement) [W m-2]

Bias [W m-2]

RMSE [W m-2]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

69.8

CLM-CRUJRA

[-]

75.1

73.6

69.8

82.7

62.5

3.82

17.4

1.67

0.602

0.388

0.737

0.968

0.617

CLM-GSWP3

[-]

72.6

70.9

69.8

81.8

62.5

1.11

17.6

1.38

0.591

0.387

0.809

0.963

0.628

CLM-Princeton

[-]

68.8

66.8

69.8

79.5

62.5

-3.07

19.1

1.67

0.525

0.397

0.753

0.992

0.613

ISBA-CTRIP-CRUJRA

[-]

87.4

85.4

69.8

96.4

50.5

15.6

26.1

1.16

0.400

0.323

0.837

0.800

0.536

ISBA-CTRIP-GSWP3

[-]

81.9

80.2

69.8

90.0

50.5

10.5

25.2

1.28

0.478

0.295

0.820

0.785

0.535

ISBA-CTRIP-Princeton

[-]

74.2

71.1

69.8

89.0

50.5

1.34

20.2

1.67

0.580

0.329

0.742

0.982

0.592

JSBACH-CRUJRA

[-]

99.5

98.2

69.7

111.

71.0

28.5

40.3

1.28

0.252

0.254

0.816

0.671

0.449

JSBACH-GSWP3

[-]

96.9

95.4

69.7

106.

71.0

25.7

37.9

1.46

0.284

0.228

0.786

0.706

0.446

JSBACH-Princeton

[-]

96.0

94.3

69.7

108.

71.0

24.6

36.3

1.43

0.270

0.255

0.785

0.730

0.459

Mean-CRUJRA

[-]

87.3

85.6

69.8

94.8

60.5

15.8

22.9

1.18

0.377

0.392

0.827

0.857

0.569

Mean-GSWP3

[-]

84.1

82.1

69.8

91.3

60.5

12.3

21.5

1.12

0.454

0.360

0.846

0.870

0.578

Mean-Princeton

[-]

79.8

77.2

69.8

90.7

60.5

7.37

17.2

1.30

0.566

0.405

0.807

0.973

0.631

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	12.3
CLM-CRUJRA	[-]	23.3	15.8	12.3	11.8	4.41	3.45	9.56	0.262	0.802	0.621	0.987	0.969	0.800
CLM-GSWP3	[-]	23.5	13.9	12.3	9.56	4.41	1.59	11.1	0.264	0.806	0.559	0.981	0.883	0.757
CLM-Princeton	[-]	21.7	14.0	12.3	10.2	4.41	1.69	7.23	0.206	0.868	0.692	0.991	0.984	0.845
ISBA-CTRIP-CRUJRA	[-]	15.4	16.2	12.3	11.2	5.20	3.95	10.3	0.228	0.770	0.576	0.989	0.914	0.765
ISBA-CTRIP-GSWP3	[-]	14.1	14.9	12.3	9.97	5.20	2.65	12.4	0.249	0.792	0.499	0.982	0.854	0.725
ISBA-CTRIP-Princeton	[-]	13.3	13.9	12.3	10.3	5.20	1.66	7.52	0.169	0.879	0.665	0.994	0.989	0.838
JSBACH-CRUJRA	[-]	16.9	20.7	12.5	16.5	7.80	8.26	14.2	0.447	0.627	0.526	0.969	0.815	0.693
JSBACH-GSWP3	[-]	16.3	15.7	12.5	11.9	7.80	3.30	13.4	0.480	0.745	0.506	0.970	0.715	0.688
JSBACH-Princeton	[-]	17.5	19.1	12.5	14.3	7.80	6.67	12.2	0.293	0.672	0.579	0.987	0.855	0.734
Mean-CRUJRA	[-]	16.4	17.4	12.3	12.4		5.13	9.20	0.212	0.735	0.651	0.990	0.923	0.790
Mean-GSWP3	[-]	13.8	14.8	12.3	10.0		2.47	10.8	0.219	0.798	0.563	0.984	0.839	0.749
Mean-Princeton	[-]	14.7	15.5	12.3	11.0		3.27	6.87	0.159	0.815	0.721	0.996	0.984	0.847

Download Data

Period Mean (original grids) [W m-2]

Model Period Mean (intersection) [W m-2]

Benchmark Period Mean (intersection) [W m-2]

Model Period Mean (complement) [W m-2]

Benchmark Period Mean (complement) [W m-2]

Bias [W m-2]

RMSE [W m-2]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

12.3

CLM-CRUJRA

[-]

23.3

15.8

12.3

11.8

4.41

3.45

9.56

0.262

0.802

0.621

0.987

0.969

0.800

CLM-GSWP3

[-]

23.5

13.9

12.3

9.56

4.41

1.59

11.1

0.264

0.806

0.559

0.981

0.883

0.757

CLM-Princeton

[-]

21.7

14.0

12.3

10.2

4.41

1.69

7.23

0.206

0.868

0.692

0.991

0.984

0.845

ISBA-CTRIP-CRUJRA

[-]

15.4

16.2

12.3

11.2

5.20

3.95

10.3

0.228

0.770

0.576

0.989

0.914

0.765

ISBA-CTRIP-GSWP3

[-]

14.1

14.9

12.3

9.97

5.20

2.65

12.4

0.249

0.792

0.499

0.982

0.854

0.725

ISBA-CTRIP-Princeton

[-]

13.3

13.9

12.3

10.3

5.20

1.66

7.52

0.169

0.879

0.665

0.994

0.989

0.838

JSBACH-CRUJRA

[-]

16.9

20.7

12.5

16.5

7.80

8.26

14.2

0.447

0.627

0.526

0.969

0.815

0.693

JSBACH-GSWP3

[-]

16.3

15.7

12.5

11.9

7.80

3.30

13.4

0.480

0.745

0.506

0.970

0.715

0.688

JSBACH-Princeton

[-]

17.5

19.1

12.5

14.3

7.80

6.67

12.2

0.293

0.672

0.579

0.987

0.855

0.734

Mean-CRUJRA

[-]

16.4

17.4

12.3

12.4

5.13

9.20

0.212

0.735

0.651

0.990

0.923

0.790

Mean-GSWP3

[-]

13.8

14.8

12.3

10.0

2.47

10.8

0.219

0.798

0.563

0.984

0.839

0.749

Mean-Princeton

[-]

14.7

15.5

12.3

11.0

3.27

6.87

0.159

0.815

0.721

0.996

0.984

0.847

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]	Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	31.1
CLM-CRUJRA	[-]	34.3	33.4	31.1	40.0	26.5	2.33	14.1	0.591	0.807	0.549	0.945	0.990	0.768
CLM-GSWP3	[-]	33.8	32.9	31.1	38.8	26.5	1.77	14.4	0.564	0.793	0.550	0.943	0.990	0.765
CLM-Princeton	[-]	32.5	31.5	31.1	38.6	26.5	0.421	14.1	0.603	0.811	0.544	0.937	0.991	0.765
ISBA-CTRIP-CRUJRA	[-]	38.2	37.2	31.1	43.2	27.3	6.01	16.4	0.635	0.710	0.507	0.948	0.917	0.718
ISBA-CTRIP-GSWP3	[-]	37.3	36.5	31.1	41.0	27.3	5.37	17.4	0.676	0.715	0.493	0.941	0.911	0.710
ISBA-CTRIP-Princeton	[-]	35.7	34.7	31.1	41.2	27.3	3.45	15.0	0.643	0.767	0.530	0.940	0.949	0.743
JSBACH-CRUJRA	[-]	38.9	38.0	31.0	46.1	35.1	7.04	20.8	0.781	0.676	0.412	0.925	0.870	0.659
JSBACH-GSWP3	[-]	40.0	39.5	31.0	46.6	35.1	8.52	20.9	0.696	0.640	0.435	0.924	0.851	0.657
JSBACH-Princeton	[-]	38.0	37.1	31.0	45.9	35.1	6.12	19.8	0.769	0.689	0.435	0.920	0.873	0.670
Mean-CRUJRA	[-]	37.2	36.3	31.1	43.0	34.5	5.18	13.8	0.473	0.743	0.561	0.961	0.955	0.756
Mean-GSWP3	[-]	37.2	36.3	31.1	41.4	34.5	5.22	14.5	0.512	0.737	0.557	0.951	0.960	0.752
Mean-Princeton	[-]	35.4	34.5	31.1	41.4	34.5	3.38	12.4	0.492	0.789	0.589	0.953	0.973	0.778

Download Data

Period Mean (original grids) [W m-2]

Model Period Mean (intersection) [W m-2]

Benchmark Period Mean (intersection) [W m-2]

Model Period Mean (complement) [W m-2]

Benchmark Period Mean (complement) [W m-2]

Bias [W m-2]

RMSE [W m-2]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]