	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	[-]	1.95
bcc-csm1-1	[-]	2.28	2.23	1.95	3.03		0.329	1.00	2.54	0.406	0.486	0.602	0.880	0.572
BCC-CSM2-MR	[-]	2.50	2.42	1.95	3.16		0.501	1.01	2.11	0.376	0.525	0.668	0.951	0.609
CanESM2	[-]	2.46	2.54	1.95	1.38		0.619	1.25	2.23	0.353	0.409	0.652	0.910	0.547
CanESM5	[-]	2.82	2.79	1.95	3.12		0.865	1.34	2.38	0.272	0.370	0.628	0.963	0.521
CESM1-BGC	[-]	2.94	2.94	1.95	3.19		1.00	1.36	2.57	0.293	0.406	0.595	0.867	0.513
CESM2	[-]	2.36	2.35	1.95	2.69		0.424	1.02	2.04	0.425	0.482	0.693	0.891	0.594
GFDL-ESM2G	[-]	2.82	2.83	1.95	2.79		0.897	1.48	1.94	0.315	0.335	0.704	0.919	0.521
GFDL-ESM4	[-]	3.40	2.78	1.95	4.22		0.837	1.21	2.11	0.299	0.446	0.680	0.846	0.543
IPSL-CM5A-LR	[-]	2.46	2.34	1.95	2.99		0.433	0.947	1.70	0.410	0.598	0.751	0.955	0.662
IPSL-CM6A-LR	[-]	2.60	2.64	1.95	2.89		0.722	1.18	2.13	0.386	0.427	0.680	0.875	0.559
MeanCMIP5	[-]	3.33	2.68	1.95	4.17	1.98	0.727	1.05	1.74	0.373	0.562	0.742	0.899	0.628
MeanCMIP6	[-]	2.60	2.58	1.95	3.11		0.645	0.938	1.67	0.379	0.606	0.750	0.918	0.652
MIROC-ESM	[-]	3.00	3.03	1.95	2.20		1.11	1.49	2.42	0.248	0.427	0.614	0.928	0.529
MIROC-ESM2L	[-]	3.38	3.39	1.95	3.07		1.44	1.67	2.05	0.126	0.477	0.692	0.961	0.546
MPI-ESM-LR	[-]	2.38	2.49	1.95	1.30		0.592	1.26	2.31	0.306	0.386	0.644	0.948	0.534
MPI-ESM1.2-HR	[-]	2.37	2.39	1.95	1.30		0.461	1.13	1.94	0.335	0.406	0.710	0.949	0.561
NorESM1-ME	[-]	3.10	3.02	1.95	3.17		1.08	1.44	2.70	0.276	0.394	0.564	0.890	0.504
NorESM2-LM	[-]	2.17	2.08	1.95	2.69		0.171	0.947	1.78	0.423	0.536	0.735	0.879	0.622
UK-HadGEM2-ES	[-]	2.49	2.53	1.95	2.46		0.602	1.12	1.90	0.360	0.449	0.721	0.964	0.588
UKESM1-0-LL	[-]	2.36	2.31	1.95	2.73		0.390	0.957	1.65	0.424	0.540	0.751	0.966	0.644

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

[-]

1.95

bcc-csm1-1

[-]

2.28

2.23

1.95

3.03

0.329

1.00

2.54

0.406

0.486

0.602

0.880

0.572

BCC-CSM2-MR

[-]

2.50

2.42

1.95

3.16

0.501

1.01

2.11

0.376

0.525

0.668

0.951

0.609

CanESM2

[-]

2.46

2.54

1.95

1.38

0.619

1.25

2.23

0.353

0.409

0.652

0.910

0.547

CanESM5

[-]

2.82

2.79

1.95

3.12

0.865

1.34

2.38

0.272

0.370

0.628

0.963

0.521

CESM1-BGC

[-]

2.94

1.95

3.19

1.00

1.36

2.57

0.293

0.406

0.595

0.867

0.513

CESM2

[-]

2.36

2.35

1.95

2.69

0.424

1.02

2.04

0.425

0.482

0.693

0.891

0.594

GFDL-ESM2G

[-]

2.82

2.83

1.95

2.79

0.897

1.48

1.94

0.315

0.335

0.704

0.919

0.521

GFDL-ESM4

[-]

3.40

2.78

1.95

4.22

0.837

1.21

2.11

0.299

0.446

0.680

0.846

0.543

IPSL-CM5A-LR

[-]

2.46

2.34

1.95

2.99

0.433

0.947

1.70

0.410

0.598

0.751

0.955

0.662

IPSL-CM6A-LR

[-]

2.60

2.64

1.95

2.89

0.722

1.18

2.13

0.386

0.427

0.680

0.875

0.559

MeanCMIP5

[-]

3.33

2.68

1.95

4.17

1.98

0.727

1.05

1.74

0.373

0.562

0.742

0.899

0.628

MeanCMIP6

[-]

2.60

2.58

1.95

3.11

0.645

0.938

1.67

0.379

0.606

0.750

0.918

0.652

MIROC-ESM

[-]

3.00

3.03

1.95

2.20

1.11

1.49

2.42

0.248

0.427

0.614

0.928

0.529

MIROC-ESM2L

[-]

3.38

3.39

1.95

3.07

1.44

1.67

2.05

0.126

0.477

0.692

0.961

0.546

MPI-ESM-LR

[-]

2.38

2.49

1.95

1.30

0.592

1.26

2.31

0.306

0.386

0.644

0.948

0.534

MPI-ESM1.2-HR

[-]

2.37

2.39

1.95

1.30

0.461

1.13

1.94

0.335

0.406

0.710

0.949

0.561

NorESM1-ME

[-]

3.10

3.02

1.95

3.17

1.08

1.44

2.70

0.276

0.394

0.564

0.890

0.504

NorESM2-LM

[-]

2.17

2.08

1.95

2.69

0.171

0.947

1.78

0.423

0.536

0.735

0.879

0.622

UK-HadGEM2-ES

[-]

2.49

2.53

1.95

2.46

0.602

1.12

1.90

0.360

0.449

0.721

0.964

0.588

UKESM1-0-LL

[-]

2.36

2.31

1.95

2.73

0.390

0.957

1.65

0.424

0.540

0.751

0.966

0.644

	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	[-]	3.75
bcc-csm1-1	[-]	3.80	3.58	3.75	4.12	0.0845	0.791	3.13	0.449	0.525	0.482	0.740	0.544
BCC-CSM2-MR	[-]	4.25	4.20	3.75	4.40	0.521	0.761	2.60	0.451	0.632	0.587	0.942	0.648
CanESM2	[-]	3.53	3.50	3.75	3.56	0.0497	0.787	3.26	0.467	0.560	0.459	0.600	0.529
CanESM5	[-]	4.18	4.12	3.75	4.26	0.455	0.658	2.41	0.457	0.668	0.611	0.995	0.680
CESM1-BGC	[-]	3.92	3.88	3.75	4.12	0.201	0.546	3.15	0.613	0.660	0.478	0.982	0.679
CESM2	[-]	3.42	3.33	3.75	3.77	-0.245	0.657	2.58	0.446	0.668	0.576	0.880	0.648
GFDL-ESM2G	[-]	3.96	3.84	3.75	4.19	0.256	0.665	3.03	0.573	0.571	0.502	0.893	0.622
GFDL-ESM4	[-]	4.35	3.85	3.75	4.48	0.105	0.529	2.55	0.627	0.657	0.592	0.982	0.703
IPSL-CM5A-LR	[-]	3.46	3.43	3.75	3.47	-0.245	0.580	3.01	0.544	0.688	0.498	0.974	0.679
IPSL-CM6A-LR	[-]	3.30	3.15	3.75	3.65	-0.397	0.772	2.86	0.408	0.688	0.526	0.609	0.584
MeanCMIP5	[-]	4.42	3.96	3.75	4.54	0.207	0.516	3.22	0.637	0.700	0.455	0.986	0.696
MeanCMIP6	[-]	3.99	3.90	3.75	4.18	0.213	0.467	2.86	0.631	0.744	0.515	0.908	0.709
MIROC-ESM	[-]	4.22	4.18	3.75	4.33	0.462	0.728	3.53	0.448	0.610	0.396	0.992	0.611
MIROC-ESM2L	[-]	4.51	4.60	3.75	4.40	0.762	0.949	3.14	0.242	0.670	0.457	0.957	0.599
MPI-ESM-LR	[-]	4.04	4.01	3.75	4.10	0.586	1.01	2.99	0.335	0.471	0.505	0.609	0.478
MPI-ESM1.2-HR	[-]	4.07	4.15	3.75	3.47	0.407	1.25	3.22	0.252	0.423	0.470	0.372	0.388
NorESM1-ME	[-]	3.83	3.79	3.75	3.90	0.0818	0.483	2.38	0.674	0.690	0.623	0.914	0.718
NorESM2-LM	[-]	3.77	3.66	3.75	3.99	0.0345	0.518	3.18	0.634	0.676	0.456	0.996	0.688
UK-HadGEM2-ES	[-]	4.03	4.02	3.75	4.01	0.383	0.787	2.84	0.444	0.589	0.538	0.769	0.586
UKESM1-0-LL	[-]	3.95	3.90	3.75	4.09	0.225	0.576	2.81	0.567	0.686	0.535	0.959	0.687

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

[-]

3.75

bcc-csm1-1

[-]

3.80

3.58

3.75

4.12

0.0845

0.791

3.13

0.449

0.525

0.482

0.740

0.544

BCC-CSM2-MR

[-]

4.25

4.20

3.75

4.40

0.521

0.761

2.60

0.451

0.632

0.587

0.942

0.648

CanESM2

[-]

3.53

3.50

3.75

3.56

0.0497

0.787

3.26

0.467

0.560

0.459

0.600

0.529

CanESM5

[-]

4.18

4.12

3.75

4.26

0.455

0.658

2.41

0.457

0.668

0.611

0.995

0.680

CESM1-BGC

[-]

3.92

3.88

3.75

4.12

0.201

0.546

3.15

0.613

0.660

0.478

0.982

0.679

CESM2

[-]

3.42

3.33

3.75

3.77

-0.245

0.657

2.58

0.446

0.668

0.576

0.880

0.648

GFDL-ESM2G

[-]

3.96

3.84

3.75

4.19

0.256

0.665

3.03

0.573

0.571

0.502

0.893

0.622

GFDL-ESM4

[-]

4.35

3.85

3.75

4.48

0.105

0.529

2.55

0.627

0.657

0.592

0.982

0.703

IPSL-CM5A-LR

[-]

3.46

3.43

3.75

3.47

-0.245

0.580

3.01

0.544

0.688

0.498

0.974

0.679

IPSL-CM6A-LR

[-]

3.30

3.15

3.75

3.65

-0.397

0.772

2.86

0.408

0.688

0.526

0.609

0.584

MeanCMIP5

[-]

4.42

3.96

3.75

4.54

0.207

0.516

3.22

0.637

0.700

0.455

0.986

0.696

MeanCMIP6

[-]

3.99

3.90

3.75

4.18

0.213

0.467

2.86

0.631

0.744

0.515

0.908

0.709

MIROC-ESM

[-]

4.22

4.18

3.75

4.33

0.462

0.728

3.53

0.448

0.610

0.396

0.992

0.611

MIROC-ESM2L

[-]

4.51

4.60

3.75

4.40

0.762

0.949

3.14

0.242

0.670

0.457

0.957

0.599

MPI-ESM-LR

[-]

4.04

4.01

3.75

4.10

0.586

1.01

2.99

0.335

0.471

0.505

0.609

0.478

MPI-ESM1.2-HR

[-]

4.07

4.15

3.75

3.47

0.407

1.25

3.22

0.252

0.423

0.470

0.372

0.388

NorESM1-ME

[-]

3.83

3.79

3.75

3.90

0.0818

0.483

2.38

0.674

0.690

0.623

0.914

0.718

NorESM2-LM

[-]

3.77

3.66

3.75

3.99

0.0345

0.518

3.18

0.634

0.676

0.456

0.996

0.688

UK-HadGEM2-ES

[-]

4.03

4.02

3.75

4.01

0.383

0.787

2.84

0.444

0.589

0.538

0.769

0.586

UKESM1-0-LL

[-]

3.95

3.90

3.75

4.09

0.225

0.576

2.81

0.567

0.686

0.535

0.959

0.687

	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	[-]	1.55
bcc-csm1-1	[-]	1.30	1.54	1.54	0.640		0.0944	0.846	1.75	0.381	0.412	0.739	0.948	0.579
BCC-CSM2-MR	[-]	1.44	1.77	1.54	0.539		0.279	0.780	1.55	0.404	0.446	0.772	0.959	0.605
CanESM2	[-]	1.19	1.48	1.54	0.431		0.0465	0.939	1.65	0.363	0.373	0.760	0.928	0.560
CanESM5	[-]	1.53	1.86	1.54	0.608		0.416	1.00	1.57	0.309	0.337	0.770	0.925	0.535
CESM1-BGC	[-]	1.62	2.01	1.54	0.558		0.520	0.987	1.62	0.292	0.370	0.764	0.931	0.545
CESM2	[-]	1.33	1.63	1.54	0.499		0.152	0.758	1.54	0.427	0.441	0.778	0.966	0.611
GFDL-ESM2G	[-]	1.54	1.86	1.54	0.665		0.388	0.992	1.54	0.338	0.346	0.779	0.948	0.552
GFDL-ESM4	[-]	1.72	1.95	1.54	1.24		0.411	0.804	1.36	0.352	0.456	0.813	0.970	0.609
IPSL-CM5A-LR	[-]	1.29	1.58	1.54	0.550		0.122	0.731	1.45	0.472	0.491	0.786	0.958	0.640
IPSL-CM6A-LR	[-]	1.51	1.88	1.54	0.506		0.405	0.857	1.56	0.411	0.422	0.773	0.957	0.597
MeanCMIP5	[-]	1.67	1.87	1.55	1.26	1.35	0.319	0.768	1.45	0.390	0.495	0.787	0.964	0.626
MeanCMIP6	[-]	1.52	1.86	1.54	0.611		0.371	0.709	1.30	0.402	0.523	0.814	0.973	0.647
MIROC-ESM	[-]	1.58	1.95	1.54	0.562		0.527	1.12	1.72	0.289	0.350	0.741	0.905	0.527
MIROC-ESM2L	[-]	1.95	2.36	1.54	0.882		0.869	1.17	1.64	0.198	0.374	0.758	0.888	0.518
MPI-ESM-LR	[-]	1.47	1.76	1.54	0.326		0.326	0.936	1.55	0.355	0.385	0.777	0.933	0.567
MPI-ESM1.2-HR	[-]	1.43	1.84	1.54	0.210		0.346	0.891	1.45	0.348	0.405	0.794	0.923	0.575
NorESM1-ME	[-]	1.60	1.94	1.54	0.662		0.457	1.03	1.71	0.293	0.355	0.747	0.914	0.533
NorESM2-LM	[-]	1.36	1.63	1.54	0.586		0.167	0.784	1.53	0.398	0.436	0.774	0.960	0.601
UK-HadGEM2-ES	[-]	1.54	1.91	1.55	0.529		0.414	0.883	1.60	0.350	0.371	0.774	0.960	0.565
UKESM1-0-LL	[-]	1.44	1.78	1.54	0.505		0.305	0.773	1.35	0.417	0.464	0.805	0.944	0.619

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

[-]

1.55

bcc-csm1-1

[-]

1.30

1.54

0.640

0.0944

0.846

1.75

0.381

0.412

0.739

0.948

0.579

BCC-CSM2-MR

[-]

1.44

1.77

1.54

0.539

0.279

0.780

1.55

0.404

0.446

0.772

0.959

0.605

CanESM2

[-]

1.19

1.48

1.54

0.431

0.0465

0.939

1.65

0.363

0.373

0.760

0.928

0.560

CanESM5

[-]

1.53

1.86

1.54

0.608

0.416

1.00

1.57

0.309

0.337

0.770

0.925

0.535

CESM1-BGC

[-]

1.62

2.01

1.54

0.558

0.520

0.987

1.62

0.292

0.370

0.764

0.931

0.545

CESM2

[-]

1.33

1.63

1.54

0.499

0.152

0.758

1.54

0.427

0.441

0.778

0.966

0.611

GFDL-ESM2G

[-]

1.54

1.86

1.54

0.665

0.388

0.992

1.54

0.338

0.346

0.779

0.948

0.552

GFDL-ESM4

[-]

1.72

1.95

1.54

1.24

0.411

0.804

1.36

0.352

0.456

0.813

0.970

0.609

IPSL-CM5A-LR

[-]

1.29

1.58

1.54

0.550

0.122

0.731

1.45

0.472

0.491

0.786

0.958

0.640

IPSL-CM6A-LR

[-]

1.51

1.88

1.54

0.506

0.405

0.857

1.56

0.411

0.422

0.773

0.957

0.597

MeanCMIP5

[-]

1.67

1.87

1.55

1.26

1.35

0.319

0.768

1.45

0.390

0.495

0.787

0.964

0.626

MeanCMIP6

[-]

1.52

1.86

1.54

0.611

0.371

0.709

1.30

0.402

0.523

0.814

0.973

0.647

MIROC-ESM

[-]

1.58

1.95

1.54

0.562

0.527

1.12

1.72

0.289

0.350

0.741

0.905

0.527

MIROC-ESM2L

[-]

1.95

2.36

1.54

0.882

0.869

1.17

1.64

0.198

0.374

0.758

0.888

0.518

MPI-ESM-LR

[-]

1.47

1.76

1.54

0.326

0.936

1.55

0.355

0.385

0.777

0.933

0.567

MPI-ESM1.2-HR

[-]

1.43

1.84

1.54

0.210

0.346

0.891

1.45

0.348

0.405

0.794

0.923

0.575

NorESM1-ME

[-]

1.60

1.94

1.54

0.662

0.457

1.03

1.71

0.293

0.355

0.747

0.914

0.533

NorESM2-LM

[-]

1.36

1.63

1.54

0.586

0.167

0.784

1.53

0.398

0.436

0.774

0.960

0.601

UK-HadGEM2-ES

[-]

1.54

1.91

1.55

0.529

0.414

0.883

1.60

0.350

0.371

0.774

0.960

0.565

UKESM1-0-LL

[-]

1.44

1.78

1.54

0.505

0.305

0.773

1.35

0.417

0.464

0.805

0.944

0.619

	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	[-]	1.01
bcc-csm1-1	[-]	0.773	0.870	0.997	0.392		-0.129	0.465	0.672	0.403	0.359	0.920	0.866	0.581
BCC-CSM2-MR	[-]	0.792	0.904	0.997	0.316		-0.0925	0.421	0.558	0.407	0.433	0.941	0.771	0.597
CanESM2	[-]	0.696	0.785	0.997	0.350		-0.197	0.504	0.692	0.323	0.332	0.927	0.879	0.559
CanESM5	[-]	0.844	0.951	0.997	0.395		-0.0436	0.524	0.528	0.386	0.271	0.932	0.704	0.513
CESM1-BGC	[-]	0.785	0.870	0.997	0.346		-0.118	0.485	0.497	0.355	0.405	0.948	0.572	0.537
CESM2	[-]	0.751	0.839	0.997	0.301		-0.148	0.444	0.610	0.417	0.401	0.937	0.785	0.588
GFDL-ESM2G	[-]	0.953	1.08	0.997	0.455		0.0735	0.435	0.685	0.447	0.399	0.932	0.791	0.593
GFDL-ESM4	[-]	1.10	1.19	0.997	1.02		0.191	0.443	0.499	0.402	0.411	0.957	0.839	0.604
IPSL-CM5A-LR	[-]	0.944	1.04	0.997	0.514		0.0419	0.388	0.412	0.560	0.452	0.951	0.866	0.656
IPSL-CM6A-LR	[-]	0.896	1.00	0.997	0.375		0.0115	0.378	0.450	0.574	0.467	0.952	0.845	0.661
MeanCMIP5	[-]	0.946	0.969	1.01	0.925	1.39	-0.0386	0.344	0.442	0.515	0.527	0.954	0.840	0.673
MeanCMIP6	[-]	0.902	1.01	0.997	0.416		0.00967	0.359	0.356	0.504	0.498	0.963	0.804	0.653
MIROC-ESM	[-]	0.843	0.956	0.997	0.352		-0.0211	0.497	0.622	0.405	0.367	0.926	0.644	0.542
MIROC-ESM2L	[-]	1.15	1.28	0.997	0.660		0.285	0.614	0.546	0.294	0.288	0.940	0.468	0.455
MPI-ESM-LR	[-]	0.988	1.03	0.997	0.340		0.0322	0.429	0.688	0.470	0.410	0.933	0.744	0.593
MPI-ESM1.2-HR	[-]	1.04	1.16	0.997	0.276		0.160	0.499	0.638	0.342	0.371	0.942	0.613	0.528
NorESM1-ME	[-]	0.722	0.776	0.997	0.350		-0.212	0.534	0.595	0.307	0.354	0.934	0.578	0.506
NorESM2-LM	[-]	0.715	0.777	0.997	0.333		-0.215	0.496	0.612	0.327	0.356	0.932	0.771	0.548
UK-HadGEM2-ES	[-]	1.07	1.20	1.01	0.496		0.178	0.540	0.733	0.365	0.258	0.931	0.835	0.529
UKESM1-0-LL	[-]	0.842	0.929	0.997	0.390		-0.0623	0.425	0.404	0.453	0.401	0.952	0.814	0.604

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

[-]

1.01

bcc-csm1-1

[-]

0.773

0.870

0.997

0.392

-0.129

0.465

0.672

0.403

0.359

0.920

0.866

0.581

BCC-CSM2-MR

[-]

0.792

0.904

0.997

0.316

-0.0925

0.421

0.558

0.407

0.433

0.941

0.771

0.597

CanESM2

[-]

0.696

0.785

0.997

0.350

-0.197

0.504

0.692

0.323

0.332

0.927

0.879

0.559

CanESM5

[-]

0.844

0.951

0.997

0.395

-0.0436

0.524

0.528

0.386

0.271

0.932

0.704

0.513

CESM1-BGC

[-]

0.785

0.870

0.997

0.346

-0.118

0.485

0.497

0.355

0.405

0.948

0.572

0.537

CESM2

[-]

0.751

0.839

0.997

0.301

-0.148

0.444

0.610

0.417

0.401

0.937

0.785

0.588

GFDL-ESM2G

[-]

0.953

1.08

0.997

0.455

0.0735

0.435

0.685

0.447

0.399

0.932

0.791

0.593

GFDL-ESM4

[-]

1.10

1.19

0.997

1.02

0.191

0.443

0.499

0.402

0.411

0.957

0.839

0.604

IPSL-CM5A-LR

[-]

0.944

1.04

0.997

0.514

0.0419

0.388

0.412

0.560

0.452

0.951

0.866

0.656

IPSL-CM6A-LR

[-]

0.896

1.00

0.997

0.375

0.0115

0.378

0.450

0.574

0.467

0.952

0.845

0.661

MeanCMIP5

[-]

0.946

0.969

1.01

0.925

1.39

-0.0386

0.344

0.442

0.515

0.527

0.954

0.840

0.673

MeanCMIP6

[-]

0.902

1.01

0.997

0.416

0.00967

0.359

0.356

0.504

0.498

0.963

0.804

0.653

MIROC-ESM

[-]

0.843

0.956

0.997

0.352

-0.0211

0.497

0.622

0.405

0.367

0.926

0.644

0.542

MIROC-ESM2L

[-]

1.15

1.28

0.997

0.660

0.285

0.614

0.546

0.294

0.288

0.940

0.468

0.455

MPI-ESM-LR

[-]

0.988

1.03

0.997

0.340

0.0322

0.429

0.688

0.470

0.410

0.933

0.744

0.593

MPI-ESM1.2-HR

[-]

1.04

1.16

0.997

0.276

0.160

0.499

0.638

0.342

0.371

0.942

0.613

0.528

NorESM1-ME

[-]

0.722

0.776

0.997

0.350

-0.212

0.534

0.595

0.307

0.354

0.934

0.578

0.506

NorESM2-LM

[-]

0.715

0.777

0.997

0.333

-0.215

0.496

0.612

0.327

0.356

0.932

0.771

0.548

UK-HadGEM2-ES

[-]

1.07

1.20

1.01

0.496

0.178

0.540

0.733

0.365

0.258

0.931

0.835

0.529

UKESM1-0-LL

[-]

0.842

0.929

0.997

0.390

-0.0623

0.425

0.404

0.453

0.401

0.952

0.814

0.604

	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	[-]	3.56
bcc-csm1-1	[-]	2.41	2.40	3.56	2.61	-1.14	1.56	2.51	0.148	0.300	0.609	0.947	0.461
BCC-CSM2-MR	[-]	3.52	3.52	3.56	3.64	-0.0375	0.933	2.84	0.544	0.401	0.542	0.989	0.575
CanESM2	[-]	2.11	2.10	3.56	1.63	-1.43	1.95	2.64	0.128	0.188	0.572	0.792	0.374
CanESM5	[-]	3.06	3.06	3.56	3.21	-0.484	1.53	2.24	0.283	0.198	0.670	0.799	0.430
CESM1-BGC	[-]	3.62	3.63	3.56	3.11	0.0639	0.934	2.03	0.478	0.460	0.693	0.927	0.604
CESM2	[-]	3.30	3.30	3.56	3.37	-0.258	0.683	2.12	0.552	0.606	0.681	0.939	0.677
GFDL-ESM2G	[-]	2.82	2.81	3.56	3.04	-0.738	1.58	2.48	0.234	0.126	0.623	0.985	0.419
GFDL-ESM4	[-]	3.42	3.39	3.56	3.74	-0.170	1.12	2.28	0.374	0.394	0.653	0.895	0.542
IPSL-CM5A-LR	[-]	3.10	3.10	3.56	2.97	-0.460	1.19	2.82	0.377	0.425	0.549	0.685	0.492
IPSL-CM6A-LR	[-]	3.70	3.70	3.56	3.40	0.139	0.748	2.02	0.602	0.541	0.699	0.994	0.675
MeanCMIP5	[-]	3.09	3.07	3.56	3.39	-0.490	0.966	2.53	0.435	0.491	0.595	0.987	0.600
MeanCMIP6	[-]	3.61	3.61	3.56	3.60	0.0505	0.709	2.05	0.538	0.594	0.702	0.920	0.670
MIROC-ESM	[-]	3.22	3.26	3.56	2.30	-0.300	1.19	2.88	0.423	0.361	0.529	0.836	0.502
MIROC-ESM2L	[-]	4.54	4.56	3.56	3.94	0.978	1.30	2.51	0.186	0.547	0.612	0.961	0.571
MPI-ESM-LR	[-]	2.96	2.98	3.56	1.62	-0.557	1.33	2.40	0.297	0.360	0.623	0.727	0.474
MPI-ESM1.2-HR	[-]	3.88	3.89	3.56	1.89	0.318	1.47	2.87	0.202	0.401	0.534	0.565	0.420
NorESM1-ME	[-]	3.50	3.50	3.56	3.15	-0.0617	0.974	2.06	0.457	0.433	0.686	0.931	0.588
NorESM2-LM	[-]	3.32	3.30	3.56	3.62	-0.246	0.712	2.43	0.489	0.601	0.627	0.699	0.604
UK-HadGEM2-ES	[-]	3.82	3.84	3.56	2.94	0.269	0.882	2.43	0.428	0.544	0.628	0.967	0.622
UKESM1-0-LL	[-]	3.78	3.77	3.56	3.67	0.216	0.920	2.72	0.408	0.504	0.562	0.982	0.592

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

[-]

3.56

bcc-csm1-1

[-]

2.41

2.40

3.56

2.61

-1.14

1.56

2.51

0.148

0.300

0.609

0.947

0.461

BCC-CSM2-MR

[-]

3.52

3.56

3.64

-0.0375

0.933

2.84

0.544

0.401

0.542

0.989

0.575

CanESM2

[-]

2.11

2.10

3.56

1.63

-1.43

1.95

2.64

0.128

0.188

0.572

0.792

0.374

CanESM5

[-]

3.06

3.56

3.21

-0.484

1.53

2.24

0.283

0.198

0.670

0.799

0.430

CESM1-BGC

[-]

3.62

3.63

3.56

3.11

0.0639

0.934

2.03

0.478

0.460

0.693

0.927

0.604

CESM2

[-]

3.30

3.56

3.37

-0.258

0.683

2.12

0.552

0.606

0.681

0.939

0.677

GFDL-ESM2G

[-]

2.82

2.81

3.56

3.04

-0.738

1.58

2.48

0.234

0.126

0.623

0.985

0.419

GFDL-ESM4

[-]

3.42

3.39

3.56

3.74

-0.170

1.12

2.28

0.374

0.394

0.653

0.895

0.542

IPSL-CM5A-LR

[-]

3.10

3.56

2.97

-0.460

1.19

2.82

0.377

0.425

0.549

0.685

0.492

IPSL-CM6A-LR

[-]

3.70

3.56

3.40

0.139

0.748

2.02

0.602

0.541

0.699

0.994

0.675

MeanCMIP5

[-]

3.09

3.07

3.56

3.39

-0.490

0.966

2.53

0.435

0.491

0.595

0.987

0.600

MeanCMIP6

[-]

3.61

3.56

3.60

0.0505

0.709

2.05

0.538

0.594

0.702

0.920

0.670

MIROC-ESM

[-]

3.22

3.26

3.56

2.30

-0.300

1.19

2.88

0.423

0.361

0.529

0.836

0.502

MIROC-ESM2L

[-]

4.54

4.56

3.56

3.94

0.978

1.30

2.51

0.186

0.547

0.612

0.961

0.571

MPI-ESM-LR

[-]

2.96

2.98

3.56

1.62

-0.557

1.33

2.40

0.297

0.360

0.623

0.727

0.474

MPI-ESM1.2-HR

[-]

3.88

3.89

3.56

1.89

0.318

1.47

2.87

0.202

0.401

0.534

0.565

0.420

NorESM1-ME

[-]

3.50

3.56

3.15

-0.0617

0.974

2.06

0.457

0.433

0.686

0.931

0.588

NorESM2-LM

[-]

3.32

3.30

3.56

3.62

-0.246

0.712

2.43

0.489

0.601

0.627

0.699

0.604

UK-HadGEM2-ES

[-]

3.82

3.84

3.56

2.94

0.269

0.882

2.43

0.428

0.544

0.628

0.967

0.622

UKESM1-0-LL

[-]

3.78

3.77

3.56

3.67

0.216

0.920

2.72

0.408

0.504

0.562

0.982

0.592

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

Evapotranspiration / MOD16A2 / 2000-2015 / global / MIROC-ESM2L

Mean State
Relationships
All Models
Data Information

	Download Data	Precipitation\|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature\|CRU4.02 Hellinger Distance [1]	Precipitation\|GPCPv2.3 Score [1]	SurfaceAirTemperature\|CRU4.02 Score [1]	Overall Score [1]
bcc-csm1-1	[-]	0.750	0.813	0.408	0.537	0.472
BCC-CSM2-MR	[-]	0.749	0.691	0.419	0.571	0.495
CanESM2	[-]	0.754	0.724	0.471	0.600	0.536
CanESM5	[-]	0.793	0.716	0.446	0.552	0.499
CESM1-BGC	[-]	0.739	0.700	0.389	0.541	0.465
CESM2	[-]	0.773	0.698	0.470	0.614	0.542
GFDL-ESM2G	[-]	0.777	0.675	0.446	0.572	0.509
GFDL-ESM4	[-]	0.743	0.646	0.424	0.579	0.501
IPSL-CM5A-LR	[-]	0.760	0.597	0.518	0.595	0.556
IPSL-CM6A-LR	[-]	0.745	0.725	0.482	0.592	0.537
MeanCMIP5	[-]	0.730	0.707	0.516	0.587	0.552
MeanCMIP6	[-]	0.740	0.670	0.445	0.589	0.517
MIROC-ESM	[-]	0.749	0.628	0.454	0.543	0.498
MIROC-ESM2L	[-]	0.793	0.728	0.394	0.416	0.405
MPI-ESM-LR	[-]	0.730	0.670	0.537	0.627	0.582
MPI-ESM1.2-HR	[-]	0.662	0.616	0.544	0.626	0.585
NorESM1-ME	[-]	0.775	0.725	0.415	0.514	0.464
NorESM2-LM	[-]	0.779	0.727	0.479	0.607	0.543
UK-HadGEM2-ES	[-]	0.723	0.722	0.468	0.571	0.519
UKESM1-0-LL	[-]	0.747	0.696	0.461	0.587	0.524

	Download Data	Precipitation\|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature\|CRU4.02 Hellinger Distance [1]	Precipitation\|GPCPv2.3 Score [1]	SurfaceAirTemperature\|CRU4.02 Score [1]	Overall Score [1]
bcc-csm1-1	[-]	0.752	0.633	0.794	0.828	0.811
BCC-CSM2-MR	[-]	0.657	0.577	0.762	0.842	0.802
CanESM2	[-]	0.723	0.663	0.809	0.843	0.826
CanESM5	[-]	0.763	0.572	0.818	0.866	0.842
CESM1-BGC	[-]	0.636	0.560	0.842	0.908	0.875
CESM2	[-]	0.638	0.588	0.796	0.859	0.828
GFDL-ESM2G	[-]	0.859	0.588	0.731	0.847	0.789
GFDL-ESM4	[-]	0.725	0.651	0.819	0.853	0.836
IPSL-CM5A-LR	[-]	0.756	0.695	0.914	0.925	0.920
IPSL-CM6A-LR	[-]	0.667	0.628	0.847	0.778	0.812
MeanCMIP5	[-]	0.637	0.557	0.807	0.868	0.838
MeanCMIP6	[-]	0.627	0.558	0.806	0.888	0.847
MIROC-ESM	[-]	0.787	0.587	0.798	0.861	0.830
MIROC-ESM2L	[-]	0.748	0.599	0.840	0.819	0.829
MPI-ESM-LR	[-]	0.719	0.585	0.798	0.827	0.813
MPI-ESM1.2-HR	[-]	0.645	0.594	0.818	0.836	0.827
NorESM1-ME	[-]	0.776	0.740	0.873	0.948	0.911
NorESM2-LM	[-]	0.736	0.632	0.794	0.875	0.834
UK-HadGEM2-ES	[-]	0.699	0.595	0.744	0.794	0.769
UKESM1-0-LL	[-]	0.717	0.671	0.775	0.837	0.806

	Download Data	Precipitation\|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature\|CRU4.02 Hellinger Distance [1]	Precipitation\|GPCPv2.3 Score [1]	SurfaceAirTemperature\|CRU4.02 Score [1]	Overall Score [1]
bcc-csm1-1	[-]	0.599	0.742	0.904	0.821	0.862
BCC-CSM2-MR	[-]	0.583	0.736	0.865	0.773	0.819
CanESM2	[-]	0.595	0.716	0.865	0.811	0.838
CanESM5	[-]	0.563	0.692	0.839	0.730	0.785
CESM1-BGC	[-]	0.535	0.674	0.834	0.676	0.755
CESM2	[-]	0.600	0.710	0.893	0.789	0.841
GFDL-ESM2G	[-]	0.587	0.714	0.848	0.738	0.793
GFDL-ESM4	[-]	0.603	0.696	0.860	0.731	0.796
IPSL-CM5A-LR	[-]	0.647	0.743	0.863	0.848	0.856
IPSL-CM6A-LR	[-]	0.595	0.720	0.884	0.719	0.802
MeanCMIP5	[-]	0.586	0.740	0.861	0.763	0.812
MeanCMIP6	[-]	0.588	0.736	0.859	0.756	0.807
MIROC-ESM	[-]	0.587	0.670	0.816	0.671	0.744
MIROC-ESM2L	[-]	0.602	0.626	0.738	0.592	0.665
MPI-ESM-LR	[-]	0.638	0.727	0.810	0.775	0.793
MPI-ESM1.2-HR	[-]	0.603	0.696	0.791	0.747	0.769
NorESM1-ME	[-]	0.539	0.670	0.829	0.679	0.754
NorESM2-LM	[-]	0.589	0.711	0.893	0.777	0.835
UK-HadGEM2-ES	[-]	0.550	0.679	0.825	0.749	0.787
UKESM1-0-LL	[-]	0.579	0.730	0.844	0.789	0.816

	Download Data	Precipitation\|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature\|CRU4.02 Hellinger Distance [1]	Precipitation\|GPCPv2.3 Score [1]	SurfaceAirTemperature\|CRU4.02 Score [1]	Overall Score [1]
bcc-csm1-1	[-]	0.568	0.638	0.634	0.619	0.626
BCC-CSM2-MR	[-]	0.583	0.655	0.525	0.538	0.532
CanESM2	[-]	0.576	0.602	0.551	0.638	0.595
CanESM5	[-]	0.596	0.658	0.697	0.653	0.675
CESM1-BGC	[-]	0.542	0.575	0.446	0.582	0.514
CESM2	[-]	0.576	0.585	0.500	0.567	0.534
GFDL-ESM2G	[-]	0.629	0.666	0.517	0.591	0.554
GFDL-ESM4	[-]	0.609	0.632	0.570	0.571	0.571
IPSL-CM5A-LR	[-]	0.606	0.657	0.750	0.658	0.704
IPSL-CM6A-LR	[-]	0.616	0.653	0.677	0.581	0.629
MeanCMIP5	[-]	0.579	0.689	0.574	0.617	0.595
MeanCMIP6	[-]	0.576	0.650	0.591	0.588	0.590
MIROC-ESM	[-]	0.573	0.713	0.677	0.619	0.648
MIROC-ESM2L	[-]	0.608	0.602	0.525	0.579	0.552
MPI-ESM-LR	[-]	0.561	0.650	0.584	0.582	0.583
MPI-ESM1.2-HR	[-]	0.568	0.629	0.645	0.575	0.610
NorESM1-ME	[-]	0.591	0.624	0.384	0.544	0.464
NorESM2-LM	[-]	0.580	0.680	0.526	0.560	0.543
UK-HadGEM2-ES	[-]	0.595	0.592	0.510	0.565	0.538
UKESM1-0-LL	[-]	0.600	0.652	0.548	0.554	0.551

	Download Data	Precipitation\|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature\|CRU4.02 Hellinger Distance [1]	Precipitation\|GPCPv2.3 Score [1]	SurfaceAirTemperature\|CRU4.02 Score [1]	Overall Score [1]
bcc-csm1-1	[-]	0.696	0.569	0.780	0.799	0.790
BCC-CSM2-MR	[-]	0.671	0.762	0.848	0.899	0.873
CanESM2	[-]	0.720	0.573	0.775	0.771	0.773
CanESM5	[-]	0.704	0.602	0.811	0.908	0.859
CESM1-BGC	[-]	0.574	0.528	0.830	0.914	0.872
CESM2	[-]	0.623	0.607	0.844	0.919	0.881
GFDL-ESM2G	[-]	0.647	0.628	0.811	0.842	0.826
GFDL-ESM4	[-]	0.618	0.530	0.856	0.858	0.857
IPSL-CM5A-LR	[-]	0.654	0.536	0.804	0.889	0.847
IPSL-CM6A-LR	[-]	0.697	0.631	0.837	0.820	0.829
MeanCMIP5	[-]	0.645	0.605	0.832	0.899	0.865
MeanCMIP6	[-]	0.651	0.727	0.857	0.948	0.903
MIROC-ESM	[-]	0.678	0.619	0.825	0.888	0.856
MIROC-ESM2L	[-]	0.730	0.617	0.727	0.681	0.704
MPI-ESM-LR	[-]	0.653	0.557	0.850	0.867	0.858
MPI-ESM1.2-HR	[-]	0.600	0.580	0.785	0.829	0.807
NorESM1-ME	[-]	0.667	0.570	0.834	0.873	0.854
NorESM2-LM	[-]	0.641	0.524	0.839	0.944	0.891
UK-HadGEM2-ES	[-]	0.682	0.518	0.830	0.911	0.870
UKESM1-0-LL	[-]	0.667	0.692	0.843	0.921	0.882

Precipitation/GPCPv2.3

SurfaceAirTemperature/CRU4.02

Data Information

Mean State
Relationships
All Models
Data Information

Title:: MODIS Global Terrestrial Evaportranspiration

Version:: MOD16A2

Institutions:: Numerical Terradynamic Simulation Group, University of Montana, USA

Source:: MODIS (MOD16A2 level 4) global terrestrial evapotranspiration (ET) based on the Penman-Monteith (P-M) algorithm with MERRA meteorological forcings

History:: 2019-08-19: downloaded source from http://files.ntsg.umt.edu/data/NTSG_Products/MOD16/; 2019-08-21: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-et-modisA2.py

References:: Mu, Q.Z., M. Zhao, and S.W. Running (2011), Improvements to a MODIS global terrestrial evapotranspiration algorithm, Remote Sensing of Environment, 115, 1781-1800, doi:10.1016/j.rse.2011.02.019

Comments:: time_period: 2000-01 through 2014-12; original_temporal_resolution: monthly; original_spatial_resolution: 0.5 degree; original_units: mm/month; final_temporal_resolution: monthly; final_spatial_resolution: 0.5 degree; final_units: kg/m2/s

Convention:: CF-1.7

Evapotranspiration / MOD16A2 / 2000-2015 / global / MIROC-ESM2L

Temporally integrated period mean click to collapse contents

Spatially integrated regional mean click to collapse contents

Evapotranspiration / MOD16A2 / 2000-2015 / global / MIROC-ESM2L

Precipitation/GPCPv2.3

SurfaceAirTemperature/CRU4.02

Evapotranspiration / MOD16A2 / 2000-2015 / global / MNAME

Data Information

loading