Africa - Central Africa - Sahel Africa - South Asia - East Siberia Asia - Indonesia Asia - North Central Asia - South Central Asia and China Asia - Southeast Asia and India Asia - West Siberia Australia Europe Global - Land Middle East and Sahara North America - Alaska and Northern Canada North America - Central America North America - Eastern United States North America - Southern Canada North America - Western United States South America - Amazon South America - Southeast South America - Southwest

	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	[-]	1.02
Control	[-]	1.92	1.91	1.02	2.11	1.05		0.902	1.43	1.67		0.341	0.530	0.740	0.610	0.550
Randomized	[-]	2.16	2.14	1.02	2.18	1.05		1.13	1.64	1.67		0.287	0.476	0.740	0.553	0.506

	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	[-]	0.410
Control	[-]	0.871	0.855	0.409	0.843	3.13		0.449	0.862	0.799		0.336	0.457	0.911	0.660	0.564
Randomized	[-]	0.915	0.901	0.409	0.916	3.13		0.492	0.907	0.830		0.323	0.445	0.906	0.670	0.558

	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	[-]	0.407
Control	[-]	0.981	0.991	0.406	0.662	0.696		0.582	0.979	1.22		0.410	0.582	0.836	0.575	0.597
Randomized	[-]	1.10	1.11	0.406	0.711	0.696		0.698	1.09	1.38		0.366	0.546	0.811	0.530	0.560

	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	[-]	0.970
Control	[-]	1.33	1.26	0.968	1.83	2.16		0.318	1.66	0.538		0.252	0.151	0.953	0.948	0.491
Randomized	[-]	1.26	1.18	0.968	1.85	2.16		0.244	1.54	0.532		0.301	0.192	0.954	0.952	0.518

	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	[-]	2.63
Control	[-]	7.22	7.90	2.64	5.71	1.86		4.69	5.52	1.74		0.204	0.585	0.743	0.191	0.462
Randomized	[-]	7.58	8.38	2.64	5.81	1.86		5.08	5.94	1.74		0.200	0.562	0.745	0.172	0.448

	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	[-]	0.789
Control	[-]	1.63	1.63	0.789	1.91	1.06		0.843	1.92	0.682		0.142	0.136	0.931	0.775	0.424
Randomized	[-]	1.59	1.59	0.789	1.92	1.06		0.803	1.87	0.664		0.147	0.139	0.933	0.790	0.430

	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	[-]	0.522
Control	[-]	1.10	1.10	0.522	1.33	1.99		0.589	1.12	1.37		0.248	0.359	0.807	0.555	0.466
Randomized	[-]	1.12	1.12	0.522	1.32	1.99		0.614	1.15	1.30		0.260	0.364	0.818	0.525	0.466

	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	[-]	1.39
Control	[-]	2.69	2.50	1.39	4.67	1.89		1.18	2.50	0.948		0.258	0.243	0.886	0.757	0.477
Randomized	[-]	2.67	2.47	1.39	4.76	1.89		1.16	2.43	0.942		0.261	0.251	0.889	0.746	0.480

	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	[-]	1.09
Control	[-]	1.69	1.69	1.09	1.78	0.971		0.603	2.36	0.602		0.147	0.0292	0.956	0.944	0.421
Randomized	[-]	1.67	1.65	1.09	1.80	0.971		0.567	2.27	0.583		0.164	0.0396	0.958	0.948	0.430

	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	[-]	0.232
Control	[-]	0.417	0.372	0.229	0.955	1.40		0.176	0.331	1.27		0.284	0.659	0.828	0.828	0.652
Randomized	[-]	0.375	0.329	0.229	0.932	1.40		0.133	0.300	1.44		0.355	0.639	0.806	0.840	0.656

	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	[-]	0.925
Control	[-]	1.75	1.73	0.925	1.92	1.06		0.772	1.38	1.39		0.147	0.310	0.820	0.868	0.491
Randomized	[-]	1.80	1.77	0.925	1.99	1.06		0.818	1.41	1.32		0.137	0.309	0.829	0.861	0.489

	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	[-]	0.818
Control	[-]	1.33	1.43	0.817	0.806	1.14		0.635	1.34	1.24		0.318	0.432	0.832	0.666	0.536
Randomized	[-]	1.37	1.48	0.817	0.820	1.14		0.686	1.38	1.26		0.317	0.424	0.829	0.637	0.526

	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	[-]	0.0614
Control	[-]	0.0832	0.0801	0.0612	0.189	0.165		0.0206	0.146	1.86		0.705	0.726	0.718	0.657	0.706
Randomized	[-]	0.0855	0.0819	0.0612	0.196	0.165		0.0221	0.148	1.86		0.707	0.724	0.715	0.632	0.700

	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	[-]	0.944
Control	[-]	1.53	1.56	0.944	1.36	1.65		0.641	1.65	0.632		0.157	0.182	0.938	0.851	0.462
Randomized	[-]	1.51	1.54	0.944	1.36	1.65		0.624	1.65	0.649		0.168	0.187	0.936	0.838	0.463

	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	[-]	0.988
Control	[-]	2.04	1.99	0.989	2.14	0.916		0.982	1.97	1.27		0.292	0.369	0.827	0.572	0.486
Randomized	[-]	2.26	2.25	0.989	2.16	0.916		1.23	2.24	1.34		0.241	0.319	0.814	0.516	0.441

	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	[-]	0.867
Control	[-]	1.56	1.58	0.867	1.51	0.524		0.709	0.940	1.19		0.156	0.572	0.842	0.940	0.616
Randomized	[-]	1.63	1.65	0.867	1.59	0.524		0.780	1.03	1.21		0.119	0.532	0.842	0.935	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	[-]	1.16
Control	[-]	2.09	1.98	1.16	3.67	4.10		0.849	1.79	0.752		0.118	0.192	0.917	0.918	0.468
Randomized	[-]	2.09	1.97	1.16	3.82	4.10		0.839	1.81	0.772		0.122	0.193	0.915	0.911	0.467

	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	[-]	0.294
Control	[-]	0.711	0.681	0.293	2.67	1.98		0.398	0.832	1.70		0.220	0.372	0.758	0.774	0.499
Randomized	[-]	0.742	0.711	0.293	2.83	1.98		0.430	0.880	1.87		0.217	0.359	0.725	0.762	0.484

	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	[-]	3.21
Control	[-]	3.59	3.60	3.21	3.73	0.835		0.459	2.69	0.878		0.340	0.424	0.899	0.594	0.536
Randomized	[-]	3.87	3.89	3.21	3.80	0.835		0.747	2.78	0.896		0.339	0.411	0.898	0.567	0.525

	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	[-]	0.652
Control	[-]	1.33	1.33	0.652	1.23	1.26		0.682	1.04	1.67		0.410	0.638	0.756	0.747	0.638
Randomized	[-]	1.42	1.41	0.652	1.21	1.26		0.766	1.11	1.72		0.371	0.624	0.750	0.744	0.622

	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	[-]	0.550
Control	[-]	1.53	1.55	0.550	1.86	0.305		1.12	1.70	1.81		0.300	0.421	0.731	0.352	0.445
Randomized	[-]	1.54	1.54	0.550	1.95	0.305		1.13	1.74	1.79		0.317	0.428	0.740	0.332	0.449

Africa - Central Africa - Sahel Africa - South Asia - East Siberia Asia - Indonesia Asia - North Central Asia - South Central Asia and China Asia - Southeast Asia and India Asia - West Siberia Australia Europe Global - Land Middle East and Sahara North America - Alaska and Northern Canada North America - Central America North America - Eastern United States North America - Southern Canada North America - Western United States South America - Amazon South America - Southeast South America - Southwest Temporally integrated period mean Temporally integrated period mean max month Temporally integrated mean phase shift Temporally integrated mean phase shift score Temporally integrated period mean bias Temporally integrated period mean bias score Temporally integrated period mean rmse Temporally integrated period mean rmse score Spatially integrated regional mean cycle Spatially integrated regional mean detrended cycle Spatially integrated regional mean

  Title:

Linear Optimal Runoff Aggregate v1.0

  Institution:

University of New South Wales

  Source:

total runoff outputs and seven streamflow outputs from tiers 1 and 2 of the eartH2Observe project (ftp://wci.earth2observe.eu/)

  History:

2018-07-12 13:38:28 v1.0

  References:

Hobeichi, Sanaa, 2018: Linear Optimal Runoff Aggregate v1.0 . NCI National Research Data Collection , doi:10.25914/5b612e993d8ea

  Conventions:

CF-1.6, ACDD-1.3

  Summary:

LORA monthly runoff estimates with associated uncertainties derived by optimally combining 11 state-of-the-art gridded runoff products from the eartH2Observe project

  License:

http://creativecommons.org/licenses/by-nc-sa/4.0/

  Id:

http://dx.doi.org/10.25914/5b612e993d8ea

  Product_version:

1.0

  Contact:

s.hobeichi@student.unsw.edu.au

  Organisation:

ARC Centre of Excellence for Climate System Science

  Keywords:

040608 Surfacewater Hydrology

  Date_created:

2018-07-01

  Creator_name:

Sanaa Hobeichi

  Creator_email:

s.hobeichi@student.unsw.edu.au

  Publisher_name:

ARCCSS data manager

  Publisher_email:

paola.petrelli@utas.edu.au

  Time_coverage_start:

1980-01-01

  Time_coverage_end:

1980-12-31

  Geospatial_lat_min:

-90.0

  Geospatial_lat_max:

90.0

  Geospatial_lon_min:

-180.0

  Geospatial_lon_max:

180.0