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
CLM50	[-]	1.05	1.05	1.02	1.41	1.05		0.0405	0.741	1.76		0.579	0.635	0.728	0.955	0.706
CTSM51	[-]	1.09	1.09	1.02	1.48	1.05		0.0843	0.740	1.70		0.582	0.633	0.738	0.958	0.709
DeadVeg	[-]	1.10	1.09	1.02	1.73	1.05		0.0981	0.694	1.70		0.605	0.653	0.738	0.966	0.723

	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
CLM50	[-]	0.724	0.714	0.409	1.06	3.13		0.307	0.634	0.867		0.397	0.477	0.897	0.902	0.630
CTSM51	[-]	0.771	0.759	0.409	1.19	3.13		0.351	0.672	0.856		0.379	0.472	0.899	0.883	0.621
DeadVeg	[-]	0.792	0.781	0.409	1.29	3.13		0.375	0.668	0.822		0.381	0.498	0.904	0.884	0.633

	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
CLM50	[-]	0.618	0.620	0.406	0.535	0.696		0.216	0.571	1.37		0.536	0.628	0.809	0.912	0.703
CTSM51	[-]	0.726	0.727	0.406	0.642	0.696		0.323	0.650	1.34		0.470	0.617	0.816	0.872	0.678
DeadVeg	[-]	0.720	0.715	0.406	0.735	0.696		0.308	0.628	1.35		0.478	0.636	0.813	0.895	0.691

	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
CLM50	[-]	0.603	0.546	0.968	1.02	2.16		-0.404	1.22	0.775		0.327	0.409	0.934	0.818	0.580
CTSM51	[-]	0.638	0.585	0.968	1.03	2.16		-0.366	1.15	0.654		0.351	0.431	0.943	0.839	0.599
DeadVeg	[-]	0.426	0.401	0.968	0.615	2.16		-0.556	1.19	0.893		0.228	0.431	0.921	0.547	0.512

	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
CLM50	[-]	4.59	4.95	2.64	3.79	1.86		2.10	2.55	1.23		0.310	0.716	0.829	0.823	0.679
CTSM51	[-]	4.61	4.95	2.64	3.84	1.86		2.11	2.56	1.20		0.310	0.715	0.834	0.832	0.681
DeadVeg	[-]	4.18	4.40	2.64	3.72	1.86		1.63	2.12	1.32		0.395	0.732	0.813	0.921	0.719

	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
CLM50	[-]	0.592	0.582	0.789	0.980	1.06		-0.202	0.788	0.795		0.447	0.528	0.911	0.849	0.653
CTSM51	[-]	0.596	0.585	0.789	1.02	1.06		-0.199	0.745	0.621		0.435	0.562	0.927	0.873	0.672
DeadVeg	[-]	0.613	0.606	0.789	0.925	1.06		-0.178	0.699	0.692		0.466	0.580	0.914	0.825	0.673

	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
CLM50	[-]	0.477	0.476	0.522	0.715	1.99		-0.0300	0.474	1.14		0.476	0.592	0.844	0.926	0.686
CTSM51	[-]	0.494	0.492	0.522	0.772	1.99		-0.0131	0.485	1.12		0.481	0.581	0.846	0.921	0.682
DeadVeg	[-]	0.482	0.468	0.522	0.811	1.99		-0.0400	0.419	1.09		0.527	0.655	0.852	0.940	0.726

	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
CLM50	[-]	1.72	1.55	1.39	3.35	1.89		0.207	1.62	0.879		0.460	0.352	0.898	0.908	0.594
CTSM51	[-]	1.81	1.64	1.39	3.48	1.89		0.294	1.63	0.878		0.446	0.355	0.898	0.908	0.592
DeadVeg	[-]	1.72	1.52	1.39	3.72	1.89		0.200	1.41	1.04		0.455	0.459	0.875	0.892	0.628

	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
CLM50	[-]	0.728	0.731	1.09	0.722	0.971		-0.353	1.41	0.521		0.226	0.254	0.964	0.854	0.511
CTSM51	[-]	0.776	0.778	1.09	0.770	0.971		-0.305	1.27	0.381		0.250	0.305	0.975	0.888	0.545
DeadVeg	[-]	0.558	0.566	1.09	0.536	0.971		-0.516	1.43	0.572		0.200	0.256	0.961	0.593	0.453

	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
CLM50	[-]	0.318	0.282	0.229	0.738	1.40		0.0814	0.268	1.22		0.375	0.655	0.831	0.796	0.662
CTSM51	[-]	0.337	0.291	0.229	0.892	1.40		0.0941	0.269	1.21		0.416	0.655	0.834	0.817	0.676
DeadVeg	[-]	0.288	0.242	0.229	0.834	1.40		0.0435	0.250	1.41		0.472	0.676	0.795	0.772	0.678

	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
CLM50	[-]	1.15	1.09	0.925	1.55	1.06		0.164	0.741	1.38		0.359	0.520	0.812	0.952	0.633
CTSM51	[-]	1.19	1.13	0.925	1.59	1.06		0.198	0.767	1.27		0.339	0.498	0.832	0.951	0.624
DeadVeg	[-]	1.03	0.962	0.925	1.44	1.06		0.0453	0.641	1.84		0.411	0.577	0.718	0.920	0.641

	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
CLM50	[-]	0.797	0.843	0.817	0.569	1.14		0.0463	0.743	1.23		0.484	0.578	0.833	0.923	0.679
CTSM51	[-]	0.831	0.879	0.817	0.589	1.14		0.0830	0.744	1.18		0.479	0.581	0.840	0.922	0.680
DeadVeg	[-]	3.80	0.847	0.817	18.4	1.14		0.0511	0.702	1.22		0.486	0.616	0.833	0.927	0.696

	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
CLM50	[-]	0.0495	0.0450	0.0612	0.119	0.165		-0.0142	0.104	1.91		0.710	0.720	0.706	0.827	0.737
CTSM51	[-]	0.0468	0.0423	0.0612	0.114	0.165		-0.0171	0.100	1.89		0.716	0.725	0.710	0.826	0.741
DeadVeg	[-]	0.0607	0.0561	0.0612	0.164	0.165		-0.00358	0.0792	1.69		0.713	0.776	0.747	0.838	0.770

	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
CLM50	[-]	0.655	0.649	0.944	0.660	1.65		-0.272	1.02	0.864		0.370	0.451	0.913	0.902	0.618
CTSM51	[-]	0.684	0.682	0.944	0.675	1.65		-0.240	0.973	0.754		0.384	0.469	0.925	0.904	0.630
DeadVeg	[-]	0.483	0.491	0.944	0.420	1.65		-0.441	0.991	0.871		0.254	0.482	0.915	0.850	0.597

	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
CLM50	[-]	0.993	0.931	0.989	1.30	0.916		-0.0172	0.827	1.12		0.518	0.549	0.864	0.935	0.683
CTSM51	[-]	1.04	0.971	0.989	1.37	0.916		0.0304	0.829	1.11		0.528	0.548	0.863	0.937	0.685
DeadVeg	[-]	1.02	0.947	0.989	1.39	0.916		0.0189	0.775	1.18		0.521	0.586	0.846	0.938	0.696

	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
CLM50	[-]	1.19	1.21	0.867	1.14	0.524		0.343	0.552	1.22		0.417	0.718	0.842	0.973	0.734
CTSM51	[-]	1.26	1.28	0.867	1.20	0.524		0.417	0.594	1.14		0.350	0.717	0.854	0.975	0.723
DeadVeg	[-]	1.24	1.25	0.867	1.29	0.524		0.393	0.569	1.21		0.377	0.744	0.840	0.967	0.734

	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
CLM50	[-]	1.07	0.938	1.16	2.99	4.10		-0.188	0.989	0.861		0.531	0.538	0.903	0.949	0.692
CTSM51	[-]	1.11	0.976	1.16	3.03	4.10		-0.148	0.914	0.744		0.543	0.557	0.915	0.952	0.705
DeadVeg	[-]	1.05	0.942	1.16	2.76	4.10		-0.188	0.836	0.758		0.532	0.606	0.912	0.907	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	[-]	0.294
CLM50	[-]	0.363	0.338	0.293	2.47	1.98		0.0638	0.387	1.76		0.481	0.593	0.745	0.912	0.665
CTSM51	[-]	0.346	0.323	0.293	2.40	1.98		0.0484	0.373	1.67		0.483	0.605	0.761	0.913	0.674
DeadVeg	[-]	0.364	0.340	0.293	2.27	1.98		0.0627	0.325	1.89		0.485	0.645	0.722	0.930	0.686

	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
CLM50	[-]	2.86	2.87	3.21	2.56	0.835		-0.308	1.75	0.800		0.473	0.494	0.915	0.955	0.666
CTSM51	[-]	2.93	2.94	3.21	2.68	0.835		-0.239	1.75	0.776		0.472	0.495	0.919	0.951	0.666
DeadVeg	[-]	3.09	3.10	3.21	2.71	0.835		-0.0857	1.79	0.769		0.444	0.479	0.917	0.897	0.643

	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
CLM50	[-]	1.02	1.02	0.652	1.10	1.26		0.371	0.647	1.68		0.547	0.745	0.749	0.940	0.745
CTSM51	[-]	1.11	1.11	0.652	1.21	1.26		0.462	0.713	1.67		0.501	0.738	0.751	0.927	0.731
DeadVeg	[-]	1.13	1.13	0.652	1.33	1.26		0.485	0.716	1.66		0.497	0.747	0.750	0.915	0.731

	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
CLM50	[-]	0.575	0.572	0.550	0.746	0.305		0.0688	0.612	1.63		0.465	0.597	0.767	0.828	0.651
CTSM51	[-]	0.585	0.580	0.550	0.765	0.305		0.0770	0.621	1.52		0.465	0.591	0.788	0.827	0.652
DeadVeg	[-]	0.504	0.496	0.550	0.825	0.305		0.00160	0.511	1.44		0.513	0.637	0.795	0.884	0.693

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