	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	[-]	2.79
bcc-csm1-1	[-]	3.89	3.90	2.79	3.63		1.08	2.67	2.80	0.271	0.138	0.542	0.871	0.392
BCC-CSM2-MR	[-]	4.37	4.26	2.79	4.10		1.46	2.87	1.95	0.177	0.158	0.700	0.646	0.368
CanESM2	[-]	3.47	3.58	2.79	2.40		0.769	2.25	2.11	0.380	0.241	0.678	0.804	0.469
CanESM5	[-]	4.05	4.06	2.79	3.76		1.24	2.89	2.05	0.252	0.138	0.698	0.680	0.381
CESM1-BGC	[-]	4.13	4.19	2.79	3.60		1.39	2.56	2.22	0.176	0.185	0.650	0.892	0.418
CESM2	[-]	3.69	3.73	2.79	3.49		0.939	2.01	1.47	0.336	0.264	0.783	0.901	0.510
GFDL-ESM2G	[-]	4.09	4.15	2.79	3.45		1.36	2.75	1.72	0.264	0.145	0.743	0.827	0.425
GFDL-ESM4	[-]	3.90	4.06	2.79	3.70		1.28	2.48	1.55	0.252	0.196	0.770	0.838	0.450
IPSL-CM5A-LR	[-]	3.54	3.41	2.79	3.21		0.569	2.36	1.36	0.269	0.275	0.812	0.624	0.451
IPSL-CM6A-LR	[-]	3.64	3.75	2.79	3.45		0.963	1.96	1.44	0.368	0.366	0.793	0.923	0.563
MeanCMIP5	[-]	3.59	3.77	2.82	3.38	2.76	0.946	1.83	1.68	0.305	0.331	0.748	0.904	0.524
MeanCMIP6	[-]	3.60	3.61	2.79	3.46		0.825	1.60	1.50	0.383	0.409	0.777	0.916	0.579
MIROC-ESM	[-]	4.13	4.19	2.79	3.03		1.44	2.69	2.22	0.197	0.163	0.666	0.829	0.404
MIROC-ESM2L	[-]	4.22	4.23	2.79	3.97		1.43	2.52	1.57	0.227	0.221	0.779	0.840	0.458
MPI-ESM-LR	[-]	2.93	3.07	2.79	2.37		0.338	1.55	1.19	0.463	0.415	0.838	0.829	0.592
MPI-ESM1.2-HR	[-]	2.74	2.75	2.79	2.53		-0.0288	1.65	1.51	0.456	0.345	0.783	0.919	0.570
NorESM1-ME	[-]	4.48	4.39	2.79	3.61		1.57	2.77	2.27	0.194	0.193	0.642	0.780	0.400
NorESM2-LM	[-]	2.88	2.81	2.79	2.52		0.00961	1.46	1.64	0.594	0.375	0.754	0.983	0.616
UK-HadGEM2-ES	[-]	2.83	2.89	2.82	2.70		0.0655	1.91	1.57	0.568	0.234	0.779	0.982	0.560
UKESM1-0-LL	[-]	3.02	3.00	2.79	2.68		0.204	1.66	1.69	0.502	0.333	0.745	0.954	0.573

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

[-]

2.79

bcc-csm1-1

[-]

3.89

3.90

2.79

3.63

1.08

2.67

2.80

0.271

0.138

0.542

0.871

0.392

BCC-CSM2-MR

[-]

4.37

4.26

2.79

4.10

1.46

2.87

1.95

0.177

0.158

0.700

0.646

0.368

CanESM2

[-]

3.47

3.58

2.79

2.40

0.769

2.25

2.11

0.380

0.241

0.678

0.804

0.469

CanESM5

[-]

4.05

4.06

2.79

3.76

1.24

2.89

2.05

0.252

0.138

0.698

0.680

0.381

CESM1-BGC

[-]

4.13

4.19

2.79

3.60

1.39

2.56

2.22

0.176

0.185

0.650

0.892

0.418

CESM2

[-]

3.69

3.73

2.79

3.49

0.939

2.01

1.47

0.336

0.264

0.783

0.901

0.510

GFDL-ESM2G

[-]

4.09

4.15

2.79

3.45

1.36

2.75

1.72

0.264

0.145

0.743

0.827

0.425

GFDL-ESM4

[-]

3.90

4.06

2.79

3.70

1.28

2.48

1.55

0.252

0.196

0.770

0.838

0.450

IPSL-CM5A-LR

[-]

3.54

3.41

2.79

3.21

0.569

2.36

1.36

0.269

0.275

0.812

0.624

0.451

IPSL-CM6A-LR

[-]

3.64

3.75

2.79

3.45

0.963

1.96

1.44

0.368

0.366

0.793

0.923

0.563

MeanCMIP5

[-]

3.59

3.77

2.82

3.38

2.76

0.946

1.83

1.68

0.305

0.331

0.748

0.904

0.524

MeanCMIP6

[-]

3.60

3.61

2.79

3.46

0.825

1.60

1.50

0.383

0.409

0.777

0.916

0.579

MIROC-ESM

[-]

4.13

4.19

2.79

3.03

1.44

2.69

2.22

0.197

0.163

0.666

0.829

0.404

MIROC-ESM2L

[-]

4.22

4.23

2.79

3.97

1.43

2.52

1.57

0.227

0.221

0.779

0.840

0.458

MPI-ESM-LR

[-]

2.93

3.07

2.79

2.37

0.338

1.55

1.19

0.463

0.415

0.838

0.829

0.592

MPI-ESM1.2-HR

[-]

2.74

2.75

2.79

2.53

-0.0288

1.65

1.51

0.456

0.345

0.783

0.919

0.570

NorESM1-ME

[-]

4.48

4.39

2.79

3.61

1.57

2.77

2.27

0.194

0.193

0.642

0.780

0.400

NorESM2-LM

[-]

2.88

2.81

2.79

2.52

0.00961

1.46

1.64

0.594

0.375

0.754

0.983

0.616

UK-HadGEM2-ES

[-]

2.83

2.89

2.82

2.70

0.0655

1.91

1.57

0.568

0.234

0.779

0.982

0.560

UKESM1-0-LL

[-]

3.02

3.00

2.79

2.68

0.204

1.66

1.69

0.502

0.333

0.745

0.954

0.573

	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]	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	[-]	6.47
bcc-csm1-1	[-]	8.08	8.73	6.47	7.60	2.13	5.35	2.14	0.285	0.0961	0.687	0.890	0.411
BCC-CSM2-MR	[-]	8.81	9.34	6.47	8.31	2.86	4.85	1.91	0.253	0.199	0.710	0.896	0.451
CanESM2	[-]	5.61	6.19	6.47	5.16	-0.253	3.23	1.89	0.393	0.447	0.727	0.868	0.576
CanESM5	[-]	9.81	10.9	6.47	9.02	4.05	5.67	1.78	0.183	0.221	0.748	0.543	0.383
CESM1-BGC	[-]	7.99	8.62	6.47	7.12	2.09	3.93	2.07	0.384	0.309	0.689	0.846	0.508
CESM2	[-]	9.49	10.6	6.47	7.94	4.05	5.26	1.61	0.158	0.310	0.760	0.742	0.456
GFDL-ESM2G	[-]	11.9	12.4	6.47	11.0	5.76	6.84	2.31	0.0283	0.197	0.631	0.788	0.368
GFDL-ESM4	[-]	8.01	8.47	6.47	7.94	2.02	3.91	1.92	0.317	0.303	0.721	0.931	0.515
IPSL-CM5A-LR	[-]	8.21	9.13	6.47	7.61	2.91	5.09	2.87	0.162	0.345	0.554	0.455	0.372
IPSL-CM6A-LR	[-]	13.0	16.6	6.47	9.25	8.74	10.1	2.47	0.106	0.255	0.601	0.0613	0.255
MeanCMIP5	[-]	7.73	8.43	6.43	7.63	1.99	3.11	1.73	0.338	0.549	0.757	0.953	0.629
MeanCMIP6	[-]	8.56	9.52	6.47	7.59	2.91	3.64	1.88	0.239	0.569	0.714	0.834	0.585
MIROC-ESM	[-]	8.09	8.00	6.47	8.21	1.73	3.13	1.64	0.348	0.482	0.780	0.981	0.614
MIROC-ESM2L	[-]	6.70	7.19	6.47	6.41	0.717	2.93	2.78	0.505	0.423	0.540	0.945	0.567
MPI-ESM-LR	[-]	5.82	6.10	6.47	5.42	0.700	3.67	3.05	0.499	0.312	0.483	0.853	0.492
MPI-ESM1.2-HR	[-]	5.34	5.97	6.47	4.31	-0.329	2.89	2.25	0.501	0.453	0.648	0.971	0.605
NorESM1-ME	[-]	7.56	8.46	6.47	6.66	1.83	3.46	1.91	0.399	0.398	0.719	0.959	0.575
NorESM2-LM	[-]	8.98	9.64	6.47	8.34	3.10	4.22	2.18	0.159	0.383	0.672	0.953	0.510
UK-HadGEM2-ES	[-]	6.72	7.38	6.43	5.88	0.801	3.91	1.95	0.491	0.304	0.716	0.761	0.515
UKESM1-0-LL	[-]	6.53	7.27	6.47	5.77	0.706	2.94	2.33	0.506	0.427	0.630	0.953	0.589

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

[-]

6.47

bcc-csm1-1

[-]

8.08

8.73

6.47

7.60

2.13

5.35

2.14

0.285

0.0961

0.687

0.890

0.411

BCC-CSM2-MR

[-]

8.81

9.34

6.47

8.31

2.86

4.85

1.91

0.253

0.199

0.710

0.896

0.451

CanESM2

[-]

5.61

6.19

6.47

5.16

-0.253

3.23

1.89

0.393

0.447

0.727

0.868

0.576

CanESM5

[-]

9.81

10.9

6.47

9.02

4.05

5.67

1.78

0.183

0.221

0.748

0.543

0.383

CESM1-BGC

[-]

7.99

8.62

6.47

7.12

2.09

3.93

2.07

0.384

0.309

0.689

0.846

0.508

CESM2

[-]

9.49

10.6

6.47

7.94

4.05

5.26

1.61

0.158

0.310

0.760

0.742

0.456

GFDL-ESM2G

[-]

11.9

12.4

6.47

11.0

5.76

6.84

2.31

0.0283

0.197

0.631

0.788

0.368

GFDL-ESM4

[-]

8.01

8.47

6.47

7.94

2.02

3.91

1.92

0.317

0.303

0.721

0.931

0.515

IPSL-CM5A-LR

[-]

8.21

9.13

6.47

7.61

2.91

5.09

2.87

0.162

0.345

0.554

0.455

0.372

IPSL-CM6A-LR

[-]

13.0

16.6

6.47

9.25

8.74

10.1

2.47

0.106

0.255

0.601

0.0613

0.255

MeanCMIP5

[-]

7.73

8.43

6.43

7.63

1.99

3.11

1.73

0.338

0.549

0.757

0.953

0.629

MeanCMIP6

[-]

8.56

9.52

6.47

7.59

2.91

3.64

1.88

0.239

0.569

0.714

0.834

0.585

MIROC-ESM

[-]

8.09

8.00

6.47

8.21

1.73

3.13

1.64

0.348

0.482

0.780

0.981

0.614

MIROC-ESM2L

[-]

6.70

7.19

6.47

6.41

0.717

2.93

2.78

0.505

0.423

0.540

0.945

0.567

MPI-ESM-LR

[-]

5.82

6.10

6.47

5.42

0.700

3.67

3.05

0.499

0.312

0.483

0.853

0.492

MPI-ESM1.2-HR

[-]

5.34

5.97

6.47

4.31

-0.329

2.89

2.25

0.501

0.453

0.648

0.971

0.605

NorESM1-ME

[-]

7.56

8.46

6.47

6.66

1.83

3.46

1.91

0.399

0.398

0.719

0.959

0.575

NorESM2-LM

[-]

8.98

9.64

6.47

8.34

3.10

4.22

2.18

0.159

0.383

0.672

0.953

0.510

UK-HadGEM2-ES

[-]

6.72

7.38

6.43

5.88

0.801

3.91

1.95

0.491

0.304

0.716

0.761

0.515

UKESM1-0-LL

[-]

6.53

7.27

6.47

5.77

0.706

2.94

2.33

0.506

0.427

0.630

0.953

0.589

	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	[-]	1.99
bcc-csm1-1	[-]	2.17	2.31	1.99	1.61		0.344	1.77	2.08	0.371	0.252	0.686	0.932	0.499
BCC-CSM2-MR	[-]	2.27	2.41	1.99	1.74		0.434	1.67	1.84	0.402	0.301	0.734	0.919	0.531
CanESM2	[-]	1.82	1.92	1.99	1.42		-0.0674	1.58	1.78	0.428	0.307	0.743	0.894	0.536
CanESM5	[-]	2.29	2.44	1.99	1.66		0.475	1.87	1.71	0.348	0.268	0.761	0.855	0.500
CESM1-BGC	[-]	2.42	2.61	1.99	1.70		0.628	1.70	1.85	0.310	0.268	0.732	0.939	0.503
CESM2	[-]	2.27	2.40	1.99	1.75		0.430	1.44	1.60	0.440	0.320	0.772	0.941	0.559
GFDL-ESM2G	[-]	2.35	2.48	1.99	1.83		0.524	1.83	1.63	0.334	0.250	0.769	0.920	0.505
GFDL-ESM4	[-]	2.37	2.40	1.99	2.30		0.409	1.51	1.55	0.388	0.304	0.786	0.952	0.547
IPSL-CM5A-LR	[-]	1.87	1.97	1.99	1.50		0.00521	1.65	1.66	0.369	0.305	0.763	0.909	0.530
IPSL-CM6A-LR	[-]	2.56	2.73	1.99	1.89		0.759	1.73	1.56	0.368	0.300	0.780	0.765	0.502
MeanCMIP5	[-]	2.30	2.33	2.00	2.21	1.19	0.338	1.32	1.51	0.393	0.383	0.791	0.951	0.580
MeanCMIP6	[-]	2.28	2.42	1.99	1.74		0.454	1.19	1.36	0.421	0.456	0.816	0.962	0.622
MIROC-ESM	[-]	2.37	2.53	1.99	1.69		0.568	1.75	1.75	0.278	0.262	0.752	0.934	0.497
MIROC-ESM2L	[-]	2.58	2.74	1.99	1.99		0.774	1.77	1.73	0.292	0.256	0.753	0.937	0.499
MPI-ESM-LR	[-]	2.08	2.15	1.99	1.44		0.212	1.43	1.58	0.399	0.332	0.777	0.945	0.557
MPI-ESM1.2-HR	[-]	2.01	2.17	1.99	1.33		0.190	1.39	1.53	0.414	0.336	0.786	0.954	0.565
NorESM1-ME	[-]	2.28	2.45	1.99	1.59		0.472	1.70	1.86	0.364	0.282	0.727	0.932	0.517
NorESM2-LM	[-]	2.16	2.25	1.99	1.77		0.276	1.43	1.69	0.458	0.341	0.760	0.956	0.571
UK-HadGEM2-ES	[-]	2.17	2.34	1.99	1.50		0.362	1.59	1.65	0.432	0.255	0.768	0.951	0.532
UKESM1-0-LL	[-]	2.15	2.30	1.99	1.56		0.331	1.41	1.60	0.466	0.322	0.776	0.949	0.567

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

[-]

1.99

bcc-csm1-1

[-]

2.17

2.31

1.99

1.61

0.344

1.77

2.08

0.371

0.252

0.686

0.932

0.499

BCC-CSM2-MR

[-]

2.27

2.41

1.99

1.74

0.434

1.67

1.84

0.402

0.301

0.734

0.919

0.531

CanESM2

[-]

1.82

1.92

1.99

1.42

-0.0674

1.58

1.78

0.428

0.307

0.743

0.894

0.536

CanESM5

[-]

2.29

2.44

1.99

1.66

0.475

1.87

1.71

0.348

0.268

0.761

0.855

0.500

CESM1-BGC

[-]

2.42

2.61

1.99

1.70

0.628

1.70

1.85

0.310

0.268

0.732

0.939

0.503

CESM2

[-]

2.27

2.40

1.99

1.75

0.430

1.44

1.60

0.440

0.320

0.772

0.941

0.559

GFDL-ESM2G

[-]

2.35

2.48

1.99

1.83

0.524

1.83

1.63

0.334

0.250

0.769

0.920

0.505

GFDL-ESM4

[-]

2.37

2.40

1.99

2.30

0.409

1.51

1.55

0.388

0.304

0.786

0.952

0.547

IPSL-CM5A-LR

[-]

1.87

1.97

1.99

1.50

0.00521

1.65

1.66

0.369

0.305

0.763

0.909

0.530

IPSL-CM6A-LR

[-]

2.56

2.73

1.99

1.89

0.759

1.73

1.56

0.368

0.300

0.780

0.765

0.502

MeanCMIP5

[-]

2.30

2.33

2.00

2.21

1.19

0.338

1.32

1.51

0.393

0.383

0.791

0.951

0.580

MeanCMIP6

[-]

2.28

2.42

1.99

1.74

0.454

1.19

1.36

0.421

0.456

0.816

0.962

0.622

MIROC-ESM

[-]

2.37

2.53

1.99

1.69

0.568

1.75

0.278

0.262

0.752

0.934

0.497

MIROC-ESM2L

[-]

2.58

2.74

1.99

0.774

1.77

1.73

0.292

0.256

0.753

0.937

0.499

MPI-ESM-LR

[-]

2.08

2.15

1.99

1.44

0.212

1.43

1.58

0.399

0.332

0.777

0.945

0.557

MPI-ESM1.2-HR

[-]

2.01

2.17

1.99

1.33

0.190

1.39

1.53

0.414

0.336

0.786

0.954

0.565

NorESM1-ME

[-]

2.28

2.45

1.99

1.59

0.472

1.70

1.86

0.364

0.282

0.727

0.932

0.517

NorESM2-LM

[-]

2.16

2.25

1.99

1.77

0.276

1.43

1.69

0.458

0.341

0.760

0.956

0.571

UK-HadGEM2-ES

[-]

2.17

2.34

1.99

1.50

0.362

1.59

1.65

0.432

0.255

0.768

0.951

0.532

UKESM1-0-LL

[-]

2.15

2.30

1.99

1.56

0.331

1.41

1.60

0.466

0.322

0.776

0.949

0.567

	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	[-]	1.31
bcc-csm1-1	[-]	1.57	1.63	1.31	1.43		0.319	0.822	2.03	0.451	0.298	0.688	0.970	0.541
BCC-CSM2-MR	[-]	1.63	1.66	1.31	1.53		0.356	0.756	1.70	0.440	0.348	0.761	0.979	0.575
CanESM2	[-]	1.53	1.55	1.31	1.49		0.234	0.806	1.64	0.519	0.273	0.769	0.975	0.562
CanESM5	[-]	1.67	1.75	1.31	1.45		0.439	0.868	1.29	0.336	0.285	0.837	0.972	0.543
CESM1-BGC	[-]	1.79	1.83	1.31	1.66		0.524	0.886	1.83	0.299	0.299	0.740	0.948	0.517
CESM2	[-]	1.65	1.66	1.31	1.65		0.350	0.772	1.69	0.440	0.317	0.759	0.955	0.558
GFDL-ESM2G	[-]	1.70	1.80	1.31	1.44		0.490	0.862	1.35	0.304	0.297	0.825	0.976	0.540
GFDL-ESM4	[-]	1.87	1.84	1.31	1.89		0.528	0.900	1.45	0.279	0.261	0.811	0.968	0.516
IPSL-CM5A-LR	[-]	1.67	1.72	1.31	1.47		0.415	0.899	1.64	0.377	0.258	0.766	0.950	0.522
IPSL-CM6A-LR	[-]	1.85	1.88	1.31	1.72		0.578	1.00	1.36	0.332	0.251	0.824	0.835	0.499
MeanCMIP5	[-]	1.79	1.75	1.32	1.82	1.62	0.428	0.747	1.40	0.360	0.398	0.815	0.983	0.591
MeanCMIP6	[-]	1.73	1.77	1.31	1.59		0.463	0.699	1.16	0.322	0.453	0.857	0.984	0.614
MIROC-ESM	[-]	1.82	1.91	1.31	1.55		0.613	0.957	1.57	0.248	0.316	0.788	0.937	0.521
MIROC-ESM2L	[-]	1.79	1.87	1.31	1.57		0.557	1.01	1.43	0.287	0.244	0.812	0.946	0.507
MPI-ESM-LR	[-]	1.80	1.83	1.31	1.63		0.527	0.943	1.54	0.286	0.248	0.788	0.953	0.505
MPI-ESM1.2-HR	[-]	1.87	1.94	1.31	1.61		0.628	0.977	1.34	0.202	0.252	0.828	0.934	0.494
NorESM1-ME	[-]	1.58	1.58	1.31	1.51		0.278	0.717	1.76	0.494	0.366	0.748	0.977	0.590
NorESM2-LM	[-]	1.62	1.63	1.31	1.57		0.327	0.726	1.48	0.413	0.367	0.800	0.978	0.585
UK-HadGEM2-ES	[-]	1.70	1.75	1.32	1.54		0.436	0.980	1.60	0.331	0.184	0.781	0.979	0.492
UKESM1-0-LL	[-]	1.65	1.69	1.31	1.52		0.390	0.813	1.32	0.394	0.271	0.829	0.974	0.548

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

[-]

1.31

bcc-csm1-1

[-]

1.57

1.63

1.31

1.43

0.319

0.822

2.03

0.451

0.298

0.688

0.970

0.541

BCC-CSM2-MR

[-]

1.63

1.66

1.31

1.53

0.356

0.756

1.70

0.440

0.348

0.761

0.979

0.575

CanESM2

[-]

1.53

1.55

1.31

1.49

0.234

0.806

1.64

0.519

0.273

0.769

0.975

0.562

CanESM5

[-]

1.67

1.75

1.31

1.45

0.439

0.868

1.29

0.336

0.285

0.837

0.972

0.543

CESM1-BGC

[-]

1.79

1.83

1.31

1.66

0.524

0.886

1.83

0.299

0.740

0.948

0.517

CESM2

[-]

1.65

1.66

1.31

1.65

0.350

0.772

1.69

0.440

0.317

0.759

0.955

0.558

GFDL-ESM2G

[-]

1.70

1.80

1.31

1.44

0.490

0.862

1.35

0.304

0.297

0.825

0.976

0.540

GFDL-ESM4

[-]

1.87

1.84

1.31

1.89

0.528

0.900

1.45

0.279

0.261

0.811

0.968

0.516

IPSL-CM5A-LR

[-]

1.67

1.72

1.31

1.47

0.415

0.899

1.64

0.377

0.258

0.766

0.950

0.522

IPSL-CM6A-LR

[-]

1.85

1.88

1.31

1.72

0.578

1.00

1.36

0.332

0.251

0.824

0.835

0.499

MeanCMIP5

[-]

1.79

1.75

1.32

1.82

1.62

0.428

0.747

1.40

0.360

0.398

0.815

0.983

0.591

MeanCMIP6

[-]

1.73

1.77

1.31

1.59

0.463

0.699

1.16

0.322

0.453

0.857

0.984

0.614

MIROC-ESM

[-]

1.82

1.91

1.31

1.55

0.613

0.957

1.57

0.248

0.316

0.788

0.937

0.521

MIROC-ESM2L

[-]

1.79

1.87

1.31

1.57

0.557

1.01

1.43

0.287

0.244

0.812

0.946

0.507

MPI-ESM-LR

[-]

1.80

1.83

1.31

1.63

0.527

0.943

1.54

0.286

0.248

0.788

0.953

0.505

MPI-ESM1.2-HR

[-]

1.87

1.94

1.31

1.61

0.628

0.977

1.34

0.202

0.252

0.828

0.934

0.494

NorESM1-ME

[-]

1.58

1.31

1.51

0.278

0.717

1.76

0.494

0.366

0.748

0.977

0.590

NorESM2-LM

[-]

1.62

1.63

1.31

1.57

0.327

0.726

1.48

0.413

0.367

0.800

0.978

0.585

UK-HadGEM2-ES

[-]

1.70

1.75

1.32

1.54

0.436

0.980

1.60

0.331

0.184

0.781

0.979

0.492

UKESM1-0-LL

[-]

1.65

1.69

1.31

1.52

0.390

0.813

1.32

0.394

0.271

0.829

0.974

0.548

	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]	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	[-]	6.16
bcc-csm1-1	[-]	4.69	4.75	6.16	3.23	-1.42	4.43	2.56	0.213	0.0991	0.590	0.879	0.376
BCC-CSM2-MR	[-]	5.11	5.15	6.16	4.12	-0.983	4.43	2.03	0.202	0.122	0.705	0.883	0.407
CanESM2	[-]	2.83	2.72	6.16	2.46	-3.45	5.20	1.29	0.0558	0.227	0.844	0.800	0.431
CanESM5	[-]	4.95	4.86	6.16	3.50	-1.33	4.91	1.57	0.170	0.141	0.795	0.569	0.363
CESM1-BGC	[-]	5.32	5.36	6.16	4.54	-0.772	3.62	1.91	0.339	0.208	0.734	0.938	0.486
CESM2	[-]	5.64	5.67	6.16	5.23	-0.458	3.18	1.00	0.415	0.248	0.888	0.975	0.555
GFDL-ESM2G	[-]	4.08	4.16	6.16	3.62	-2.01	3.93	1.23	0.232	0.189	0.856	0.825	0.458
GFDL-ESM4	[-]	4.87	5.01	6.16	3.89	-1.15	3.53	1.14	0.317	0.213	0.868	0.911	0.504
IPSL-CM5A-LR	[-]	4.23	4.27	6.16	3.29	-1.92	4.52	1.27	0.239	0.160	0.844	0.890	0.459
IPSL-CM6A-LR	[-]	6.20	6.21	6.16	6.19	0.0761	3.48	1.31	0.408	0.233	0.842	0.842	0.511
MeanCMIP5	[-]	4.60	4.71	6.12	3.66	-1.41	3.27	1.14	0.286	0.273	0.870	0.934	0.527
MeanCMIP6	[-]	5.54	5.58	6.16	4.79	-0.574	2.89	1.27	0.384	0.319	0.852	0.952	0.565
MIROC-ESM	[-]	4.84	4.84	6.16	4.16	-1.33	3.48	1.83	0.313	0.220	0.728	0.953	0.487
MIROC-ESM2L	[-]	6.08	6.04	6.16	5.96	-0.112	3.58	1.74	0.393	0.171	0.764	0.955	0.491
MPI-ESM-LR	[-]	4.44	4.54	6.16	2.65	-1.58	3.59	1.49	0.279	0.220	0.788	0.963	0.494
MPI-ESM1.2-HR	[-]	5.71	5.81	6.16	3.24	-0.364	3.46	1.70	0.364	0.216	0.768	0.954	0.503
NorESM1-ME	[-]	5.03	5.05	6.16	4.58	-1.10	3.54	1.75	0.306	0.183	0.764	0.970	0.481
NorESM2-LM	[-]	5.37	5.34	6.16	5.12	-0.811	3.80	1.49	0.350	0.152	0.804	0.742	0.440
UK-HadGEM2-ES	[-]	6.61	6.69	6.12	4.70	0.531	3.58	1.68	0.367	0.202	0.776	0.961	0.502
UKESM1-0-LL	[-]	5.99	6.04	6.16	4.94	-0.120	3.49	1.56	0.323	0.221	0.801	0.949	0.503

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

[-]

6.16

bcc-csm1-1

[-]

4.69

4.75

6.16

3.23

-1.42

4.43

2.56

0.213

0.0991

0.590

0.879

0.376

BCC-CSM2-MR

[-]

5.11

5.15

6.16

4.12

-0.983

4.43

2.03

0.202

0.122

0.705

0.883

0.407

CanESM2

[-]

2.83

2.72

6.16

2.46

-3.45

5.20

1.29

0.0558

0.227

0.844

0.800

0.431

CanESM5

[-]

4.95

4.86

6.16

3.50

-1.33

4.91

1.57

0.170

0.141

0.795

0.569

0.363

CESM1-BGC

[-]

5.32

5.36

6.16

4.54

-0.772

3.62

1.91

0.339

0.208

0.734

0.938

0.486

CESM2

[-]

5.64

5.67

6.16

5.23

-0.458

3.18

1.00

0.415

0.248

0.888

0.975

0.555

GFDL-ESM2G

[-]

4.08

4.16

6.16

3.62

-2.01

3.93

1.23

0.232

0.189

0.856

0.825

0.458

GFDL-ESM4

[-]

4.87

5.01

6.16

3.89

-1.15

3.53

1.14

0.317

0.213

0.868

0.911

0.504

IPSL-CM5A-LR

[-]

4.23

4.27

6.16

3.29

-1.92

4.52

1.27

0.239

0.160

0.844

0.890

0.459

IPSL-CM6A-LR

[-]

6.20

6.21

6.16

6.19

0.0761

3.48

1.31

0.408

0.233

0.842

0.511

MeanCMIP5

[-]

4.60

4.71

6.12

3.66

-1.41

3.27

1.14

0.286

0.273

0.870

0.934

0.527

MeanCMIP6

[-]

5.54

5.58

6.16

4.79

-0.574

2.89

1.27

0.384

0.319

0.852

0.952

0.565

MIROC-ESM

[-]

4.84

6.16

4.16

-1.33

3.48

1.83

0.313

0.220

0.728

0.953

0.487

MIROC-ESM2L

[-]

6.08

6.04

6.16

5.96

-0.112

3.58

1.74

0.393

0.171

0.764

0.955

0.491

MPI-ESM-LR

[-]

4.44

4.54

6.16

2.65

-1.58

3.59

1.49

0.279

0.220

0.788

0.963

0.494

MPI-ESM1.2-HR

[-]

5.71

5.81

6.16

3.24

-0.364

3.46

1.70

0.364

0.216

0.768

0.954

0.503

NorESM1-ME

[-]

5.03

5.05

6.16

4.58

-1.10

3.54

1.75

0.306

0.183

0.764

0.970

0.481

NorESM2-LM

[-]

5.37

5.34

6.16

5.12

-0.811

3.80

1.49

0.350

0.152

0.804

0.742

0.440

UK-HadGEM2-ES

[-]

6.61

6.69

6.12

4.70

0.531

3.58

1.68

0.367

0.202

0.776

0.961

0.502

UKESM1-0-LL

[-]

5.99

6.04

6.16

4.94

-0.120

3.49

1.56

0.323

0.221

0.801

0.949

0.503

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:: Conserving Land-Atmosphere Synthesis Suite (CLASS) v1.1

Version:: 1.1

Institution:: University of New South Wales

Source:: Ground Heat Flux (GLDAS, MERRALND, MERRAFLX, NCEP_DOII, NCEP_NCAR), Sensible Heat Flux(GLDAS, MERRALND, MERRAFLX, NCEP_DOII, NCEP_NCAR, MPIBGC, Princeton), Latent Heat Flux(DOLCE1.0), Net Radiation (GLDAS, MERRALND, NCEP_DOII, NCEP_NCAR, ERAI, EBAF4.0), Precipitation(REGEN1.1), Runoff(LORA1.0), Change in Water storage(GRACE(GFZ, JPL, CSR))

History:: 2020-01-30: downloaded source from [http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2003.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2004.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2005.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2006.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2007.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2008.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2009.nc] 2020-01-30: converted to ILAMB netCDF4 with https://github.com/rubisco-sfa/ILAMB-Data/blob/master/CLASS/CLASS_to_ILAMB.py

References:: Sanaa Hobeichi (2019), Conserving Land-Atmosphere Synthesis Suite (CLASS) v1.1, doi:10.25914/5c872258dc183; Hobeichi, Sanaa and Abramowitz, Gab and Evans, Jason (2020), Conserving Land–Atmosphere Synthesis Suite (CLASS), Journal of Climate, 5, doi:10.1175/JCLI-D-19-0036.1

Precipitation / CLASS / 2003-2010 / global / IPSL-CM5A-LR

Temporally integrated period mean click to collapse contents

Spatially integrated regional mean click to collapse contents

Precipitation / CLASS / 2003-2010 / global / MNAME

Data Information

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