	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.56
CLM-CRUJRA	[-]	1.66	1.67	1.57	1.58	0.0991	0.791	0.613	0.778	0.507	0.915	0.965	0.734
CLM-GSWP3	[-]	1.74	1.76	1.56	1.57	0.201	0.841	0.646	0.733	0.501	0.902	0.822	0.692
CLM-Princeton	[-]	1.62	1.63	1.56	1.58	0.0676	0.744	0.540	0.787	0.529	0.921	0.966	0.746
ISBA-CTRIP-CRUJRA	[-]	1.67	1.66	1.56	1.25	0.109	0.688	0.558	0.784	0.562	0.920	0.968	0.759
ISBA-CTRIP-GSWP3	[-]	1.75	1.76	1.56	1.25	0.199	0.819	0.683	0.727	0.515	0.896	0.851	0.701
ISBA-CTRIP-Princeton	[-]	1.62	1.62	1.56	1.25	0.0603	0.747	0.528	0.785	0.528	0.923	0.963	0.745
JSBACH-CRUJRA	[-]	1.64	1.64	1.55	1.70	0.0886	0.707	0.505	0.793	0.546	0.927	0.976	0.757
JSBACH-GSWP3	[-]	1.77	1.76	1.55	1.70	0.211	0.731	0.604	0.742	0.553	0.907	0.856	0.722
JSBACH-Princeton	[-]	1.61	1.61	1.55	1.70	0.0562	0.739	0.493	0.797	0.525	0.930	0.974	0.750
Mean-CRUJRA	[-]	1.65	1.68	1.56	1.34	0.113	0.687	0.588	0.783	0.564	0.917	0.976	0.761
Mean-GSWP3	[-]	1.73	1.77	1.56	1.38	0.211	0.733	0.630	0.743	0.551	0.904	0.899	0.730
Mean-Princeton	[-]	1.59	1.62	1.56	1.39	0.0667	0.708	0.491	0.794	0.545	0.930	0.974	0.758

Download Data

Period Mean (original grids) [mm d-1]

Model Period Mean (intersection) [mm d-1]

Benchmark Period Mean (intersection) [mm d-1]

Model Period Mean (complement) [mm d-1]

Benchmark Period Mean (complement) [mm d-1]

Bias [mm d-1]

RMSE [mm d-1]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

1.56

CLM-CRUJRA

[-]

1.66

1.67

1.57

1.58

0.0991

0.791

0.613

0.778

0.507

0.915

0.965

0.734

CLM-GSWP3

[-]

1.74

1.76

1.56

1.57

0.201

0.841

0.646

0.733

0.501

0.902

0.822

0.692

CLM-Princeton

[-]

1.62

1.63

1.56

1.58

0.0676

0.744

0.540

0.787

0.529

0.921

0.966

0.746

ISBA-CTRIP-CRUJRA

[-]

1.67

1.66

1.56

1.25

0.109

0.688

0.558

0.784

0.562

0.920

0.968

0.759

ISBA-CTRIP-GSWP3

[-]

1.75

1.76

1.56

1.25

0.199

0.819

0.683

0.727

0.515

0.896

0.851

0.701

ISBA-CTRIP-Princeton

[-]

1.62

1.56

1.25

0.0603

0.747

0.528

0.785

0.528

0.923

0.963

0.745

JSBACH-CRUJRA

[-]

1.64

1.55

1.70

0.0886

0.707

0.505

0.793

0.546

0.927

0.976

0.757

JSBACH-GSWP3

[-]

1.77

1.76

1.55

1.70

0.211

0.731

0.604

0.742

0.553

0.907

0.856

0.722

JSBACH-Princeton

[-]

1.61

1.55

1.70

0.0562

0.739

0.493

0.797

0.525

0.930

0.974

0.750

Mean-CRUJRA

[-]

1.65

1.68

1.56

1.34

0.113

0.687

0.588

0.783

0.564

0.917

0.976

0.761

Mean-GSWP3

[-]

1.73

1.77

1.56

1.38

0.211

0.733

0.630

0.743

0.551

0.904

0.899

0.730

Mean-Princeton

[-]

1.59

1.62

1.56

1.39

0.0667

0.708

0.491

0.794

0.545

0.930

0.974

0.758

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.16
CLM-CRUJRA	[-]	2.39	2.29	2.12	0.291	3.13	0.174	1.22	0.897	0.793	0.504	0.877	0.968	0.729
CLM-GSWP3	[-]	2.38	2.32	2.11	0.685	3.12	0.218	1.27	0.860	0.772	0.502	0.884	0.952	0.722
CLM-Princeton	[-]	2.31	2.22	2.11	0.162	3.13	0.107	1.17	0.811	0.805	0.519	0.887	0.970	0.740
ISBA-CTRIP-CRUJRA	[-]	2.32	2.31	2.14	0.260	3.49	0.174	1.10	0.774	0.805	0.552	0.890	0.970	0.754
ISBA-CTRIP-GSWP3	[-]	2.35	2.35	2.14	0.625	3.49	0.211	1.30	0.883	0.763	0.500	0.875	0.950	0.718
ISBA-CTRIP-Princeton	[-]	2.25	2.24	2.14	0.216	3.49	0.108	1.22	0.820	0.795	0.510	0.883	0.968	0.733
JSBACH-CRUJRA	[-]	2.22	2.15	2.02		2.97	0.129	1.03	0.752	0.822	0.551	0.905	0.980	0.762
JSBACH-GSWP3	[-]	2.25	2.21	2.02		2.97	0.189	1.02	0.764	0.798	0.567	0.905	0.973	0.762
JSBACH-Princeton	[-]	2.17	2.11	2.02		2.97	0.0851	1.06	0.737	0.822	0.537	0.905	0.980	0.756
Mean-CRUJRA	[-]	2.35	2.35	2.17	0.307	3.09	0.181	1.09	0.820	0.800	0.552	0.885	0.974	0.753
Mean-GSWP3	[-]	2.36	2.36	2.15	0.628	3.03	0.214	1.16	0.812	0.782	0.540	0.889	0.965	0.743
Mean-Princeton	[-]	2.26	2.26	2.15	0.194	3.03	0.106	1.14	0.771	0.809	0.534	0.892	0.975	0.749

Download Data

Period Mean (original grids) [mm d-1]

Model Period Mean (intersection) [mm d-1]

Benchmark Period Mean (intersection) [mm d-1]

Model Period Mean (complement) [mm d-1]

Benchmark Period Mean (complement) [mm d-1]

Bias [mm d-1]

RMSE [mm d-1]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

2.16

CLM-CRUJRA

[-]

2.39

2.29

2.12

0.291

3.13

0.174

1.22

0.897

0.793

0.504

0.877

0.968

0.729

CLM-GSWP3

[-]

2.38

2.32

2.11

0.685

3.12

0.218

1.27

0.860

0.772

0.502

0.884

0.952

0.722

CLM-Princeton

[-]

2.31

2.22

2.11

0.162

3.13

0.107

1.17

0.811

0.805

0.519

0.887

0.970

0.740

ISBA-CTRIP-CRUJRA

[-]

2.32

2.31

2.14

0.260

3.49

0.174

1.10

0.774

0.805

0.552

0.890

0.970

0.754

ISBA-CTRIP-GSWP3

[-]

2.35

2.14

0.625

3.49

0.211

1.30

0.883

0.763

0.500

0.875

0.950

0.718

ISBA-CTRIP-Princeton

[-]

2.25

2.24

2.14

0.216

3.49

0.108

1.22

0.820

0.795

0.510

0.883

0.968

0.733

JSBACH-CRUJRA

[-]

2.22

2.15

2.02

2.97

0.129

1.03

0.752

0.822

0.551

0.905

0.980

0.762

JSBACH-GSWP3

[-]

2.25

2.21

2.02

2.97

0.189

1.02

0.764

0.798

0.567

0.905

0.973

0.762

JSBACH-Princeton

[-]

2.17

2.11

2.02

2.97

0.0851

1.06

0.737

0.822

0.537

0.905

0.980

0.756

Mean-CRUJRA

[-]

2.35

2.17

0.307

3.09

0.181

1.09

0.820

0.800

0.552

0.885

0.974

0.753

Mean-GSWP3

[-]

2.36

2.15

0.628

3.03

0.214

1.16

0.812

0.782

0.540

0.889

0.965

0.743

Mean-Princeton

[-]

2.26

2.15

0.194

3.03

0.106

1.14

0.771

0.809

0.534

0.892

0.975

0.749

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.650
CLM-CRUJRA	[-]	0.674	0.669	0.633	1.13	0.0398	0.625	1.01	0.850	0.527	0.912	0.968	0.757
CLM-GSWP3	[-]	0.646	0.641	0.639	1.17	0.00500	0.635	0.898	0.843	0.527	0.913	0.961	0.754
CLM-Princeton	[-]	0.604	0.600	0.642	1.17	-0.0389	0.616	0.885	0.841	0.534	0.922	0.970	0.760
ISBA-CTRIP-CRUJRA	[-]	0.694	0.679	0.647	1.23	0.0378	0.589	0.859	0.847	0.561	0.938	0.932	0.768
ISBA-CTRIP-GSWP3	[-]	0.674	0.657	0.647	1.23	0.0162	0.647	0.927	0.834	0.525	0.911	0.942	0.747
ISBA-CTRIP-Princeton	[-]	0.640	0.622	0.649	1.24	-0.0210	0.647	0.860	0.833	0.521	0.927	0.940	0.748
JSBACH-CRUJRA	[-]	0.668	0.671	0.639	0.785	0.0323	0.565	0.872	0.859	0.567	0.935	0.975	0.780
JSBACH-GSWP3	[-]	0.648	0.653	0.639	0.785	0.0138	0.544	0.848	0.850	0.582	0.926	0.965	0.781
JSBACH-Princeton	[-]	0.604	0.608	0.639	0.785	-0.0313	0.584	0.783	0.846	0.550	0.939	0.974	0.772
Mean-CRUJRA	[-]	0.700	0.695	0.644	0.742	0.0519	0.567	0.945	0.854	0.570	0.924	0.944	0.772
Mean-GSWP3	[-]	0.667	0.662	0.648	0.764	0.0140	0.572	0.856	0.851	0.568	0.919	0.960	0.773
Mean-Princeton	[-]	0.632	0.628	0.651	0.766	-0.0230	0.595	0.821	0.848	0.551	0.933	0.948	0.766

Download Data

Period Mean (original grids) [mm d-1]

Model Period Mean (intersection) [mm d-1]

Benchmark Period Mean (intersection) [mm d-1]

Model Period Mean (complement) [mm d-1]

Benchmark Period Mean (complement) [mm d-1]

Bias [mm d-1]

RMSE [mm d-1]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

0.650

CLM-CRUJRA

[-]

0.674

0.669

0.633

1.13

0.0398

0.625

1.01

0.850

0.527

0.912

0.968

0.757

CLM-GSWP3

[-]

0.646

0.641

0.639

1.17

0.00500

0.635

0.898

0.843

0.527

0.913

0.961

0.754

CLM-Princeton

[-]

0.604

0.600

0.642

1.17

-0.0389

0.616

0.885

0.841

0.534

0.922

0.970

0.760

ISBA-CTRIP-CRUJRA

[-]

0.694

0.679

0.647

1.23

0.0378

0.589

0.859

0.847

0.561

0.938

0.932

0.768

ISBA-CTRIP-GSWP3

[-]

0.674

0.657

0.647

1.23

0.0162

0.647

0.927

0.834

0.525

0.911

0.942

0.747

ISBA-CTRIP-Princeton

[-]

0.640

0.622

0.649

1.24

-0.0210

0.647

0.860

0.833

0.521

0.927

0.940

0.748

JSBACH-CRUJRA

[-]

0.668

0.671

0.639

0.785

0.0323

0.565

0.872

0.859

0.567

0.935

0.975

0.780

JSBACH-GSWP3

[-]

0.648

0.653

0.639

0.785

0.0138

0.544

0.848

0.850

0.582

0.926

0.965

0.781

JSBACH-Princeton

[-]

0.604

0.608

0.639

0.785

-0.0313

0.584

0.783

0.846

0.550

0.939

0.974

0.772

Mean-CRUJRA

[-]

0.700

0.695

0.644

0.742

0.0519

0.567

0.945

0.854

0.570

0.924

0.944

0.772

Mean-GSWP3

[-]

0.667

0.662

0.648

0.764

0.0140

0.572

0.856

0.851

0.568

0.919

0.960

0.773

Mean-Princeton

[-]

0.632

0.628

0.651

0.766

-0.0230

0.595

0.821

0.848

0.551

0.933

0.948

0.766

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.583
CLM-CRUJRA	[-]	0.599	0.597	0.567	0.791	0.0393	0.516	1.19	0.723	0.455	0.803	0.923	0.672
CLM-GSWP3	[-]	0.564	0.562	0.583	0.850	-0.00811	0.532	1.17	0.729	0.454	0.805	0.917	0.672
CLM-Princeton	[-]	0.566	0.563	0.583	0.868	-0.0113	0.512	1.12	0.753	0.464	0.805	0.935	0.684
ISBA-CTRIP-CRUJRA	[-]	0.621	0.618	0.583	0.740	0.0331	0.461	0.964	0.735	0.517	0.824	0.907	0.700
ISBA-CTRIP-GSWP3	[-]	0.587	0.574	0.583	0.740	-0.0110	0.526	1.18	0.716	0.466	0.798	0.908	0.671
ISBA-CTRIP-Princeton	[-]	0.574	0.569	0.584	0.766	-0.0169	0.516	1.08	0.737	0.464	0.808	0.915	0.678
JSBACH-CRUJRA	[-]	0.621	0.617	0.579	0.699	0.0322	0.481	1.09	0.738	0.497	0.796	0.857	0.677
JSBACH-GSWP3	[-]	0.582	0.572	0.579	0.699	-0.0142	0.472	1.08	0.732	0.499	0.814	0.894	0.688
JSBACH-Princeton	[-]	0.572	0.567	0.579	0.699	-0.0173	0.500	1.03	0.748	0.471	0.805	0.866	0.672
Mean-CRUJRA	[-]	0.607	0.597	0.563	0.739	0.0346	0.443	1.01	0.727	0.519	0.826	0.882	0.695
Mean-GSWP3	[-]	0.580	0.567	0.582	0.746	-0.0156	0.469	1.10	0.743	0.503	0.820	0.917	0.697
Mean-Princeton	[-]	0.575	0.564	0.583	0.755	-0.0199	0.477	1.04	0.760	0.491	0.814	0.908	0.693

Download Data

Period Mean (original grids) [mm d-1]

Model Period Mean (intersection) [mm d-1]

Benchmark Period Mean (intersection) [mm d-1]

Model Period Mean (complement) [mm d-1]

Benchmark Period Mean (complement) [mm d-1]

Bias [mm d-1]

RMSE [mm d-1]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

0.583

CLM-CRUJRA

[-]

0.599

0.597

0.567

0.791

0.0393

0.516

1.19

0.723

0.455

0.803

0.923

0.672

CLM-GSWP3

[-]

0.564

0.562

0.583

0.850

-0.00811

0.532

1.17

0.729

0.454

0.805

0.917

0.672

CLM-Princeton

[-]

0.566

0.563

0.583

0.868

-0.0113

0.512

1.12

0.753

0.464

0.805

0.935

0.684

ISBA-CTRIP-CRUJRA

[-]

0.621

0.618

0.583

0.740

0.0331

0.461

0.964

0.735

0.517

0.824

0.907

0.700

ISBA-CTRIP-GSWP3

[-]

0.587

0.574

0.583

0.740

-0.0110

0.526

1.18

0.716

0.466

0.798

0.908

0.671

ISBA-CTRIP-Princeton

[-]

0.574

0.569

0.584

0.766

-0.0169

0.516

1.08

0.737

0.464

0.808

0.915

0.678

JSBACH-CRUJRA

[-]

0.621

0.617

0.579

0.699

0.0322

0.481

1.09

0.738

0.497

0.796

0.857

0.677

JSBACH-GSWP3

[-]

0.582

0.572

0.579

0.699

-0.0142

0.472

1.08

0.732

0.499

0.814

0.894

0.688

JSBACH-Princeton

[-]

0.572

0.567

0.579

0.699

-0.0173

0.500

1.03

0.748

0.471

0.805

0.866

0.672

Mean-CRUJRA

[-]

0.607

0.597

0.563

0.739

0.0346

0.443

1.01

0.727

0.519

0.826

0.882

0.695

Mean-GSWP3

[-]

0.580

0.567

0.582

0.746

-0.0156

0.469

1.10

0.743

0.503

0.820

0.917

0.697

Mean-Princeton

[-]

0.575

0.564

0.583

0.755

-0.0199

0.477

1.04

0.760

0.491

0.814

0.908

0.693

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	4.48
CLM-CRUJRA	[-]	5.53	5.60	4.56	3.59	1.02	3.25	1.39	0.548	0.426	0.773	0.800	0.595
CLM-GSWP3	[-]	6.54	6.58	4.62	3.59	1.92	3.84	1.27	0.524	0.414	0.806	0.710	0.574
CLM-Princeton	[-]	5.58	5.54	4.65	3.60	0.868	3.23	1.28	0.567	0.451	0.791	0.846	0.621
ISBA-CTRIP-CRUJRA	[-]	5.39	5.53	4.49	3.05	1.09	2.93	0.968	0.610	0.470	0.827	0.919	0.659
ISBA-CTRIP-GSWP3	[-]	6.74	6.45	4.49	3.05	2.00	3.83	1.26	0.514	0.417	0.803	0.771	0.585
ISBA-CTRIP-Princeton	[-]	5.40	5.34	4.51	3.07	0.883	3.10	0.985	0.590	0.459	0.831	0.876	0.643
JSBACH-CRUJRA	[-]	5.07	5.25	4.55	4.34	0.670	2.96	1.09	0.606	0.459	0.812	0.947	0.656
JSBACH-GSWP3	[-]	6.71	6.58	4.55	4.34	1.99	3.63	1.09	0.555	0.453	0.837	0.932	0.646
JSBACH-Princeton	[-]	5.03	5.25	4.55	4.34	0.673	2.96	1.09	0.606	0.455	0.813	0.949	0.656
Mean-CRUJRA	[-]	5.49	5.50	4.45	2.86	1.05	2.66	0.855	0.626	0.486	0.860	0.957	0.683
Mean-GSWP3	[-]	6.47	6.37	4.51	2.90	1.86	3.42	1.17	0.558	0.453	0.817	0.940	0.644
Mean-Princeton	[-]	5.46	5.46	4.52	2.92	0.934	2.92	1.04	0.609	0.473	0.823	0.954	0.666

Download Data

Period Mean (original grids) [mm d-1]

Model Period Mean (intersection) [mm d-1]

Benchmark Period Mean (intersection) [mm d-1]

Model Period Mean (complement) [mm d-1]

Benchmark Period Mean (complement) [mm d-1]

Bias [mm d-1]

RMSE [mm d-1]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

4.48

CLM-CRUJRA

[-]

5.53

5.60

4.56

3.59

1.02

3.25

1.39

0.548

0.426

0.773

0.800

0.595

CLM-GSWP3

[-]

6.54

6.58

4.62

3.59

1.92

3.84

1.27

0.524

0.414

0.806

0.710

0.574

CLM-Princeton

[-]

5.58

5.54

4.65

3.60

0.868

3.23

1.28

0.567

0.451

0.791

0.846

0.621

ISBA-CTRIP-CRUJRA

[-]

5.39

5.53

4.49

3.05

1.09

2.93

0.968

0.610

0.470

0.827

0.919

0.659

ISBA-CTRIP-GSWP3

[-]

6.74

6.45

4.49

3.05

2.00

3.83

1.26

0.514

0.417

0.803

0.771

0.585

ISBA-CTRIP-Princeton

[-]

5.40

5.34

4.51

3.07

0.883

3.10

0.985

0.590

0.459

0.831

0.876

0.643

JSBACH-CRUJRA

[-]

5.07

5.25

4.55

4.34

0.670

2.96

1.09

0.606

0.459

0.812

0.947

0.656

JSBACH-GSWP3

[-]

6.71

6.58

4.55

4.34

1.99

3.63

1.09

0.555

0.453

0.837

0.932

0.646

JSBACH-Princeton

[-]

5.03

5.25

4.55

4.34

0.673

2.96

1.09

0.606

0.455

0.813

0.949

0.656

Mean-CRUJRA

[-]

5.49

5.50

4.45

2.86

1.05

2.66

0.855

0.626

0.486

0.860

0.957

0.683

Mean-GSWP3

[-]

6.47

6.37

4.51

2.90

1.86

3.42

1.17

0.558

0.453

0.817

0.940

0.644

Mean-Princeton

[-]

5.46

4.52

2.92

0.934

2.92

1.04

0.609

0.473

0.823

0.954

0.666

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.49
CLM-CRUJRA	[-]	2.70	2.70	2.47	2.65	0.232	1.16	0.787	0.778	0.511	0.880	0.945	0.725
CLM-GSWP3	[-]	2.91	2.90	2.49	2.69	0.407	1.23	0.813	0.742	0.516	0.878	0.876	0.706
CLM-Princeton	[-]	2.67	2.68	2.49	2.71	0.184	1.08	0.689	0.802	0.539	0.899	0.943	0.744
ISBA-CTRIP-CRUJRA	[-]	2.70	2.73	2.49	2.56	0.241	0.940	0.638	0.794	0.594	0.909	0.946	0.767
ISBA-CTRIP-GSWP3	[-]	2.88	2.91	2.49	2.56	0.413	1.19	0.822	0.739	0.531	0.877	0.870	0.710
ISBA-CTRIP-Princeton	[-]	2.66	2.69	2.50	2.57	0.190	1.08	0.754	0.795	0.539	0.890	0.937	0.740
JSBACH-CRUJRA	[-]	2.65	2.63	2.45	2.83	0.185	0.923	0.600	0.816	0.588	0.913	0.968	0.774
JSBACH-GSWP3	[-]	2.83	2.82	2.45	2.83	0.374	0.991	0.694	0.762	0.587	0.896	0.936	0.754
JSBACH-Princeton	[-]	2.63	2.61	2.45	2.83	0.161	1.02	0.643	0.821	0.546	0.907	0.970	0.758
Mean-CRUJRA	[-]	2.70	2.73	2.47	2.37	0.257	0.934	0.633	0.785	0.595	0.903	0.966	0.769
Mean-GSWP3	[-]	2.87	2.90	2.49	2.44	0.408	1.04	0.743	0.752	0.577	0.890	0.919	0.743
Mean-Princeton	[-]	2.65	2.68	2.50	2.44	0.186	0.980	0.637	0.810	0.570	0.910	0.963	0.764

Download Data

Period Mean (original grids) [mm d-1]

Model Period Mean (intersection) [mm d-1]

Benchmark Period Mean (intersection) [mm d-1]

Model Period Mean (complement) [mm d-1]

Benchmark Period Mean (complement) [mm d-1]

Bias [mm d-1]

RMSE [mm d-1]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

2.49

CLM-CRUJRA

[-]

2.70

2.47

2.65

0.232

1.16

0.787

0.778

0.511

0.880

0.945

0.725

CLM-GSWP3

[-]

2.91

2.90

2.49

2.69

0.407

1.23

0.813

0.742

0.516

0.878

0.876

0.706

CLM-Princeton

[-]

2.67

2.68

2.49

2.71

0.184

1.08

0.689

0.802

0.539

0.899

0.943

0.744

ISBA-CTRIP-CRUJRA

[-]

2.70

2.73

2.49

2.56

0.241

0.940

0.638

0.794

0.594

0.909

0.946

0.767

ISBA-CTRIP-GSWP3

[-]

2.88

2.91

2.49

2.56

0.413

1.19

0.822

0.739

0.531

0.877

0.870

0.710

ISBA-CTRIP-Princeton

[-]

2.66

2.69

2.50

2.57

0.190

1.08

0.754

0.795

0.539

0.890

0.937

0.740

JSBACH-CRUJRA

[-]

2.65

2.63

2.45

2.83

0.185

0.923

0.600

0.816

0.588

0.913

0.968

0.774

JSBACH-GSWP3

[-]

2.83

2.82

2.45

2.83

0.374

0.991

0.694

0.762

0.587

0.896

0.936

0.754

JSBACH-Princeton

[-]

2.63

2.61

2.45

2.83

0.161

1.02

0.643

0.821

0.546

0.907

0.970

0.758

Mean-CRUJRA

[-]

2.70

2.73

2.47

2.37

0.257

0.934

0.633

0.785

0.595

0.903

0.966

0.769

Mean-GSWP3

[-]

2.87

2.90

2.49

2.44

0.408

1.04

0.743

0.752

0.577

0.890

0.919

0.743

Mean-Princeton

[-]

2.65

2.68

2.50

2.44

0.186

0.980

0.637

0.810

0.570

0.910

0.963

0.764

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	7.31
CLM-CRUJRA	[-]	8.25	8.34	7.47	8.73	0.861	3.67	1.38	0.719	0.412	0.814	0.936	0.659
CLM-GSWP3	[-]	8.31	8.33	7.18	8.58	1.13	3.75	1.25	0.701	0.411	0.836	0.784	0.629
CLM-Princeton	[-]	7.99	8.03	7.19	8.56	0.825	3.57	1.42	0.740	0.412	0.799	0.889	0.651
ISBA-CTRIP-CRUJRA	[-]	8.16	8.08	7.27	9.26	0.803	3.31	1.37	0.746	0.448	0.806	0.931	0.676
ISBA-CTRIP-GSWP3	[-]	8.40	8.22	7.27	9.26	0.923	3.86	1.36	0.685	0.401	0.813	0.749	0.610
ISBA-CTRIP-Princeton	[-]	8.07	7.97	7.26	9.23	0.691	3.70	1.37	0.720	0.403	0.805	0.877	0.642
JSBACH-CRUJRA	[-]	7.87	7.92	7.21	7.61	0.691	3.30	1.09	0.768	0.431	0.859	0.983	0.694
JSBACH-GSWP3	[-]	8.08	8.10	7.21	7.61	0.853	2.95	1.03	0.742	0.477	0.875	0.977	0.710
JSBACH-Princeton	[-]	7.81	7.88	7.21	7.61	0.648	3.21	1.20	0.763	0.433	0.844	0.981	0.691
Mean-CRUJRA	[-]	8.23	8.31	7.60	9.86	0.710	3.23	1.32	0.740	0.451	0.819	0.987	0.690
Mean-GSWP3	[-]	8.03	8.16	7.27	9.63	0.893	3.35	1.24	0.716	0.446	0.838	0.936	0.676
Mean-Princeton	[-]	7.90	7.97	7.26	9.59	0.712	3.43	1.33	0.745	0.424	0.819	0.958	0.674

Download Data

Period Mean (original grids) [mm d-1]

Model Period Mean (intersection) [mm d-1]

Benchmark Period Mean (intersection) [mm d-1]

Model Period Mean (complement) [mm d-1]

Benchmark Period Mean (complement) [mm d-1]

Bias [mm d-1]

RMSE [mm d-1]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

7.31

CLM-CRUJRA

[-]

8.25

8.34

7.47

8.73

0.861

3.67

1.38

0.719

0.412

0.814

0.936

0.659

CLM-GSWP3

[-]

8.31

8.33

7.18

8.58

1.13

3.75

1.25

0.701

0.411

0.836

0.784

0.629

CLM-Princeton

[-]

7.99

8.03

7.19

8.56

0.825

3.57

1.42

0.740

0.412

0.799

0.889

0.651

ISBA-CTRIP-CRUJRA

[-]

8.16

8.08

7.27

9.26

0.803

3.31

1.37

0.746

0.448

0.806

0.931

0.676

ISBA-CTRIP-GSWP3

[-]

8.40

8.22

7.27

9.26

0.923

3.86

1.36

0.685

0.401

0.813

0.749

0.610

ISBA-CTRIP-Princeton

[-]

8.07

7.97

7.26

9.23

0.691

3.70

1.37

0.720

0.403

0.805

0.877

0.642

JSBACH-CRUJRA

[-]

7.87

7.92

7.21

7.61

0.691

3.30

1.09

0.768

0.431

0.859

0.983

0.694

JSBACH-GSWP3

[-]

8.08

8.10

7.21

7.61

0.853

2.95

1.03

0.742

0.477

0.875

0.977

0.710

JSBACH-Princeton

[-]

7.81

7.88

7.21

7.61

0.648

3.21

1.20

0.763

0.433

0.844

0.981

0.691

Mean-CRUJRA

[-]

8.23

8.31

7.60

9.86

0.710

3.23

1.32

0.740

0.451

0.819

0.987

0.690

Mean-GSWP3

[-]

8.03

8.16

7.27

9.63

0.893

3.35

1.24

0.716

0.446

0.838

0.936

0.676

Mean-Princeton

[-]

7.90

7.97

7.26

9.59

0.712

3.43

1.33

0.745

0.424

0.819

0.958

0.674

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.88
CLM-CRUJRA	[-]	4.13	4.11	3.83	4.81	0.285	2.13	0.800	0.824	0.531	0.893	0.963	0.748
CLM-GSWP3	[-]	4.10	4.08	3.82	4.82	0.269	2.14	0.719	0.820	0.532	0.905	0.942	0.746
CLM-Princeton	[-]	4.05	4.03	3.83	4.83	0.203	2.04	0.735	0.836	0.545	0.905	0.955	0.757
ISBA-CTRIP-CRUJRA	[-]	4.13	4.11	3.85	5.15	0.263	1.92	0.745	0.835	0.569	0.901	0.958	0.766
ISBA-CTRIP-GSWP3	[-]	4.13	4.08	3.85	5.15	0.232	2.21	0.762	0.813	0.525	0.897	0.939	0.740
ISBA-CTRIP-Princeton	[-]	4.10	4.04	3.85	5.16	0.190	2.13	0.768	0.826	0.533	0.897	0.953	0.748
JSBACH-CRUJRA	[-]	3.99	3.98	3.78	4.41	0.193	1.86	0.678	0.848	0.571	0.916	0.969	0.775
JSBACH-GSWP3	[-]	3.99	3.99	3.78	4.41	0.204	1.73	0.620	0.846	0.598	0.923	0.976	0.788
JSBACH-Princeton	[-]	3.95	3.93	3.78	4.41	0.147	1.86	0.671	0.850	0.567	0.920	0.969	0.775
Mean-CRUJRA	[-]	4.18	4.16	3.89	4.82	0.269	1.92	0.780	0.829	0.569	0.892	0.975	0.767
Mean-GSWP3	[-]	4.11	4.10	3.85	4.97	0.244	1.94	0.676	0.831	0.567	0.910	0.966	0.768
Mean-Princeton	[-]	4.07	4.05	3.86	4.98	0.193	1.97	0.717	0.837	0.556	0.905	0.968	0.765

Download Data

Period Mean (original grids) [mm d-1]

Model Period Mean (intersection) [mm d-1]

Benchmark Period Mean (intersection) [mm d-1]

Model Period Mean (complement) [mm d-1]

Benchmark Period Mean (complement) [mm d-1]

Bias [mm d-1]

RMSE [mm d-1]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

3.88

CLM-CRUJRA

[-]

4.13

4.11

3.83

4.81

0.285

2.13

0.800

0.824

0.531

0.893

0.963

0.748

CLM-GSWP3

[-]

4.10

4.08

3.82

4.82

0.269

2.14

0.719

0.820

0.532

0.905

0.942

0.746

CLM-Princeton

[-]

4.05

4.03

3.83

4.83

0.203

2.04

0.735

0.836

0.545

0.905

0.955

0.757

ISBA-CTRIP-CRUJRA

[-]

4.13

4.11

3.85

5.15

0.263

1.92

0.745

0.835

0.569

0.901

0.958

0.766

ISBA-CTRIP-GSWP3

[-]

4.13

4.08

3.85

5.15

0.232

2.21

0.762

0.813

0.525

0.897

0.939

0.740

ISBA-CTRIP-Princeton

[-]

4.10

4.04

3.85

5.16

0.190

2.13

0.768

0.826

0.533

0.897

0.953

0.748

JSBACH-CRUJRA

[-]

3.99

3.98

3.78

4.41

0.193

1.86

0.678

0.848

0.571

0.916

0.969

0.775

JSBACH-GSWP3

[-]

3.99

3.78

4.41

0.204

1.73

0.620

0.846

0.598

0.923

0.976

0.788

JSBACH-Princeton

[-]

3.95

3.93

3.78

4.41

0.147

1.86

0.671

0.850

0.567

0.920

0.969

0.775

Mean-CRUJRA

[-]

4.18

4.16

3.89

4.82

0.269

1.92

0.780

0.829

0.569

0.892

0.975

0.767

Mean-GSWP3

[-]

4.11

4.10

3.85

4.97

0.244

1.94

0.676

0.831

0.567

0.910

0.966

0.768

Mean-Princeton

[-]

4.07

4.05

3.86

4.98

0.193

1.97

0.717

0.837

0.556

0.905

0.968

0.765

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.863
CLM-CRUJRA	[-]	0.978	0.992	0.911	0.606	0.0811	0.553	0.948	0.794	0.480	0.869	0.956	0.716
CLM-GSWP3	[-]	0.401	1.09	0.868	0.597	0.220	0.686	0.946	0.681	0.424	0.870	0.855	0.651
CLM-Princeton	[-]	0.866	0.954	0.865	0.600	0.0907	0.527	0.852	0.767	0.492	0.883	0.892	0.705
ISBA-CTRIP-CRUJRA	[-]	0.970	0.973	0.863	0.608	0.111	0.499	0.800	0.778	0.510	0.891	0.941	0.726
ISBA-CTRIP-GSWP3	[-]	1.07	1.08	0.863	0.608	0.216	0.672	0.945	0.683	0.435	0.869	0.865	0.657
ISBA-CTRIP-Princeton	[-]	0.934	0.940	0.861	0.610	0.0803	0.523	0.858	0.769	0.493	0.881	0.898	0.707
JSBACH-CRUJRA	[-]	0.927	0.995	0.884	0.654	0.111	0.505	0.802	0.785	0.503	0.889	0.944	0.725
JSBACH-GSWP3	[-]	0.682	1.11	0.884	0.654	0.225	0.641	0.875	0.688	0.457	0.878	0.880	0.672
JSBACH-Princeton	[-]	0.915	0.978	0.884	0.654	0.0945	0.535	0.829	0.774	0.488	0.884	0.907	0.708
Mean-CRUJRA	[-]	0.973	0.988	0.907	0.467	0.0808	0.495	0.935	0.800	0.525	0.870	0.965	0.737
Mean-GSWP3	[-]	1.07	1.08	0.863	0.509	0.219	0.639	0.915	0.690	0.454	0.873	0.888	0.672
Mean-Princeton	[-]	0.929	0.944	0.861	0.515	0.0834	0.511	0.840	0.774	0.502	0.884	0.905	0.713

Download Data

Period Mean (original grids) [mm d-1]

Model Period Mean (intersection) [mm d-1]

Benchmark Period Mean (intersection) [mm d-1]

Model Period Mean (complement) [mm d-1]

Benchmark Period Mean (complement) [mm d-1]

Bias [mm d-1]

RMSE [mm d-1]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

0.863

CLM-CRUJRA

[-]

0.978

0.992

0.911

0.606

0.0811

0.553

0.948

0.794

0.480

0.869

0.956

0.716

CLM-GSWP3

[-]

0.401

1.09

0.868

0.597

0.220

0.686

0.946

0.681

0.424

0.870

0.855

0.651

CLM-Princeton

[-]

0.866

0.954

0.865

0.600

0.0907

0.527

0.852

0.767

0.492

0.883

0.892

0.705

ISBA-CTRIP-CRUJRA

[-]

0.970

0.973

0.863

0.608

0.111

0.499

0.800

0.778

0.510

0.891

0.941

0.726

ISBA-CTRIP-GSWP3

[-]

1.07

1.08

0.863

0.608

0.216

0.672

0.945

0.683

0.435

0.869

0.865

0.657

ISBA-CTRIP-Princeton

[-]

0.934

0.940

0.861

0.610

0.0803

0.523

0.858

0.769

0.493

0.881

0.898

0.707

JSBACH-CRUJRA

[-]

0.927

0.995

0.884

0.654

0.111

0.505

0.802

0.785

0.503

0.889

0.944

0.725

JSBACH-GSWP3

[-]

0.682

1.11

0.884

0.654

0.225

0.641

0.875

0.688

0.457

0.878

0.880

0.672

JSBACH-Princeton

[-]

0.915

0.978

0.884

0.654

0.0945

0.535

0.829

0.774

0.488

0.884

0.907

0.708

Mean-CRUJRA

[-]

0.973

0.988

0.907

0.467

0.0808

0.495

0.935

0.800

0.525

0.870

0.965

0.737

Mean-GSWP3

[-]

1.07

1.08

0.863

0.509

0.219

0.639

0.915

0.690

0.454

0.873

0.888

0.672

Mean-Princeton

[-]

0.929

0.944

0.861

0.515

0.0834

0.511

0.840

0.774

0.502

0.884

0.905

0.713

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]	Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.46
CLM-CRUJRA	[-]	1.52	1.50	1.44	1.77	0.0641	0.820	0.857	0.801	0.528	0.873	0.973	0.741
CLM-GSWP3	[-]	1.62	1.61	1.45	1.77	0.152	0.886	0.865	0.766	0.516	0.875	0.927	0.720
CLM-Princeton	[-]	1.50	1.48	1.46	1.78	0.0234	0.804	0.745	0.811	0.540	0.889	0.970	0.750
ISBA-CTRIP-CRUJRA	[-]	1.54	1.52	1.46	2.06	0.0651	0.677	0.678	0.812	0.605	0.897	0.972	0.778
ISBA-CTRIP-GSWP3	[-]	1.62	1.62	1.46	2.06	0.159	0.847	0.804	0.764	0.535	0.881	0.923	0.728
ISBA-CTRIP-Princeton	[-]	1.51	1.50	1.46	2.06	0.0407	0.803	0.724	0.807	0.542	0.894	0.958	0.749
JSBACH-CRUJRA	[-]	1.51	1.49	1.44	1.72	0.0557	0.703	0.716	0.821	0.589	0.888	0.975	0.772
JSBACH-GSWP3	[-]	1.59	1.59	1.44	1.72	0.155	0.743	0.741	0.780	0.582	0.892	0.945	0.756
JSBACH-Princeton	[-]	1.48	1.47	1.44	1.72	0.0270	0.779	0.719	0.821	0.547	0.891	0.972	0.756
Mean-CRUJRA	[-]	1.52	1.52	1.44	1.81	0.0800	0.656	0.699	0.814	0.611	0.894	0.980	0.782
Mean-GSWP3	[-]	1.63	1.62	1.46	1.83	0.161	0.753	0.723	0.781	0.576	0.894	0.951	0.755
Mean-Princeton	[-]	1.50	1.50	1.46	1.83	0.0378	0.736	0.673	0.824	0.570	0.899	0.975	0.768

Download Data

Period Mean (original grids) [mm d-1]

Model Period Mean (intersection) [mm d-1]

Benchmark Period Mean (intersection) [mm d-1]

Model Period Mean (complement) [mm d-1]

Benchmark Period Mean (complement) [mm d-1]

Bias [mm d-1]

RMSE [mm d-1]

Phase Shift [months]

Bias Score [1]

RMSE Score [1]

Seasonal Cycle Score [1]

Spatial Distribution Score [1]

Overall Score [1]

Benchmark

[-]

1.46

CLM-CRUJRA

[-]

1.52

1.50

1.44

1.77

0.0641

0.820

0.857

0.801

0.528

0.873

0.973

0.741

CLM-GSWP3

[-]

1.62

1.61

1.45

1.77

0.152

0.886

0.865

0.766

0.516

0.875

0.927

0.720

CLM-Princeton

[-]

1.50

1.48

1.46

1.78

0.0234

0.804

0.745

0.811

0.540

0.889

0.970

0.750

ISBA-CTRIP-CRUJRA

[-]

1.54

1.52

1.46

2.06

0.0651

0.677

0.678

0.812

0.605

0.897

0.972

0.778

ISBA-CTRIP-GSWP3

[-]

1.62

1.46

2.06

0.159

0.847

0.804

0.764

0.535

0.881

0.923

0.728

ISBA-CTRIP-Princeton

[-]

1.51

1.50

1.46

2.06

0.0407

0.803

0.724

0.807

0.542

0.894

0.958

0.749

JSBACH-CRUJRA

[-]

1.51

1.49

1.44

1.72

0.0557

0.703

0.716

0.821

0.589

0.888

0.975

0.772

JSBACH-GSWP3

[-]

1.59

1.44

1.72

0.155

0.743

0.741

0.780

0.582

0.892

0.945

0.756

JSBACH-Princeton

[-]

1.48

1.47

1.44

1.72

0.0270

0.779

0.719

0.821

0.547

0.891

0.972

0.756

Mean-CRUJRA

[-]

1.52

1.44

1.81

0.0800

0.656

0.699

0.814

0.611

0.894

0.980

0.782

Mean-GSWP3

[-]

1.63

1.62

1.46

1.83

0.161

0.753

0.723

0.781

0.576

0.894

0.951

0.755

Mean-Princeton

[-]

1.50

1.46

1.83

0.0378

0.736

0.673

0.824

0.570

0.899

0.975

0.768

Temporally integrated period mean click to collapse contents

BENCHMARK MEAN Data not available

MODEL MEAN Data not available

BIAS

BIAS SCORE Data not available

RMSE

RMSE SCORE Data not available

BENCHMARK MAX MONTH Data not available

MODEL MAX MONTH Data not available

DIFFERENCE IN MAX MONTH Data not available

SEASONAL CYCLE SCORE Data not available

SPATIAL TAYLOR DIAGRAM Data not available

MODEL COLORS Data not available

Spatially integrated regional mean click to collapse contents

MODEL COLORS Data not available

REGIONAL MEAN Data not available

ANNUAL CYCLE Data not available

MONTHLY ANOMALY Data not available

ANNUAL CYCLE Data not available

Data Information

Mean State
All Models
Data Information

Title:: CPC Merged Analysis of Precipitation (excludes NCEP Reanalysis)

Version:: 1904

Institutions:: NOAA/OAR/ESRL PSD, Boulder, Colorado, USA

Source:: Merged Precipitation with gauge observations, a variety of satellite observations and the NCEP–NCAR reanalysis

History:: 2019-04-30: downloaded source from https://www.esrl.noaa.gov/psd/data/gridded/data.cmap.html#detail; 2019-07-01: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-pr-cmap.py

References:: Xie, P., and P.A. Arkin (1997), Global precipitation: A 17-year monthly analysis based on gauge observations, satellite estimates, and numerical model outputs, Bull. Amer. Meteor. Soc., 78, 2539-2558; 2} }

Comments:: time_period: 1979-01 through 2018-12; original_temporal_resolution: monthly; original_spatial_resolution: 2.5 degree; original_units: mm/day; final_temporal_resolution: monthly; final_spatial_resolution: 0.5 degree; final_units: kg/m2/s

Convention:: CF-1.7

Precipitation / CMAPv1904 / 1979-2019 / global / CLM-GSWP3

Temporally integrated period mean click to collapse contents

Spatially integrated regional mean click to collapse contents

Precipitation / CMAPv1904 / 1979-2019 / global / MNAME

Data Information

loading