Boreal forest Global - Land Subtropical desert Temperate grassland/desert Temperate rain forest Temperate seasonal forest Tropical rain forest Tropical seasonal forest/savanna Tundra Woodland/shrubland

	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	[-]	1.07
ACCESS-ESM1-5	[-]	0.908	0.894	1.07	1.65	2.28		-0.153	1.14	1.70		0.638	0.449	0.815	0.915	0.653
BCC-CSM2-MR	[-]	0.953	0.915	1.07	1.53	2.79		-0.136	1.35	0.960		0.647	0.381	0.879	0.920	0.642
CanESM5	[-]	0.918	0.930	1.07	1.60			-0.109	1.23	1.02		0.642	0.434	0.877	0.893	0.656
CESM2	[-]	1.08	1.04	1.07	1.88	2.50		-0.00830	1.12	0.981		0.669	0.447	0.895	0.910	0.674
IPSL-CM6A-LR	[-]	1.14	1.13	1.07	1.92	2.77		0.0768	1.32	1.05		0.622	0.403	0.892	0.767	0.617
MeanCMIP6	[-]	0.967	0.953	1.07	1.52			-0.101	0.926	0.932		0.687	0.507	0.904	0.926	0.706
MIROC-ESM2L	[-]	0.805	0.795	1.07	1.14	1.27		-0.268	1.16	1.24		0.587	0.454	0.776	0.719	0.598
MPI-ESM1.2-HR	[-]	0.935	0.947	1.06	1.02	1.58		-0.118	1.21	1.43		0.663	0.399	0.801	0.916	0.636
NorESM2-LM	[-]	0.991	0.947	1.07	2.13			-0.104	1.11	1.04		0.664	0.435	0.876	0.906	0.663
UKESM1-0-LL	[-]	0.983	0.935	1.07	1.58	1.89		-0.113	0.928	1.35		0.675	0.524	0.859	0.917	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	[-]	0.818
ACCESS-ESM1-5	[-]	0.881	0.893	0.817	0.816	1.16		0.0871	1.08	1.82		0.541	0.438	0.838	0.797	0.610
BCC-CSM2-MR	[-]	0.943	0.961	0.816	0.850	1.83		0.157	1.32	1.50		0.516	0.391	0.793	0.818	0.582
CanESM5	[-]	0.846	0.854	0.818	0.771			0.0569	1.22	1.55		0.500	0.425	0.840	0.726	0.583
CESM2	[-]	0.902	0.966	0.817	0.582	1.14		0.168	0.960	1.35		0.581	0.487	0.872	0.853	0.656
IPSL-CM6A-LR	[-]	1.17	1.12	0.817	1.79	1.23		0.323	1.27	1.46		0.520	0.446	0.853	0.525	0.558
MeanCMIP6	[-]	0.813	0.850	0.818	0.637			0.0474	0.827	1.18		0.588	0.533	0.896	0.870	0.684
MIROC-ESM2L	[-]	0.687	0.676	0.818	0.717	0.987		-0.137	1.01	1.71		0.510	0.458	0.786	0.738	0.590
MPI-ESM1.2-HR	[-]	0.499	0.548	0.810	0.228	1.16		-0.262	0.844	1.46		0.538	0.493	0.833	0.789	0.629
NorESM2-LM	[-]	0.873	0.845	0.818	0.980			0.0459	0.964	1.49		0.558	0.482	0.831	0.845	0.640
UKESM1-0-LL	[-]	0.783	0.839	0.817	0.487	1.25		0.0409	0.883	1.45		0.575	0.506	0.838	0.774	0.640

	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	[-]	0.0300
ACCESS-ESM1-5	[-]	0.0581	0.0543	0.0299	0.110	0.142		0.0272	0.0886	2.62		0.587	0.565	0.689	0.217	0.524
BCC-CSM2-MR	[-]	0.128	0.139	0.0299	0.166	0.0810		0.111	0.289	2.10		0.383	0.328	0.818	0.0814	0.388
CanESM5	[-]	0.0639	0.0701	0.0300	0.150			0.0517	0.149	2.48		0.550	0.492	0.686	0.0386	0.452
CESM2	[-]	0.0866	0.0840	0.0299	0.0637	0.0949		0.0562	0.158	1.88		0.500	0.518	0.819	0.189	0.509
IPSL-CM6A-LR	[-]	0.247	0.193	0.0299	0.466	0.0530		0.163	0.252	2.08		0.484	0.460	0.792	0.0454	0.448
MeanCMIP6	[-]	0.126	0.121	0.0300	0.158			0.0929	0.170	1.74		0.499	0.497	0.864	0.0775	0.487
MIROC-ESM2L	[-]	0.0917	0.0884	0.0300	0.146	0.0182		0.0637	0.145	2.46		0.562	0.498	0.721	0.168	0.489
MPI-ESM1.2-HR	[-]	0.0276	0.0292	0.0292	0.0848	0.0755		0.00117	0.0590	1.72		0.662	0.612	0.867	0.462	0.643
NorESM2-LM	[-]	0.144	0.130	0.0300	0.158			0.0986	0.211	2.05		0.423	0.509	0.802	0.0975	0.468
UKESM1-0-LL	[-]	0.198	0.206	0.0299	0.271	0.0628		0.175	0.286	1.80		0.534	0.443	0.832	0.00290	0.451

	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	[-]	0.0653
ACCESS-ESM1-5	[-]	0.123	0.0942	0.0653	0.0160	0.00345		0.0295	0.157	2.83		0.534	0.513	0.702	0.278	0.508
BCC-CSM2-MR	[-]	0.174	0.174	0.0653	-0.367	0.0393		0.111	0.419	1.94		0.468	0.325	0.827	0.133	0.415
CanESM5	[-]	0.115	0.106	0.0653	0.0209			0.0364	0.212	1.83		0.520	0.483	0.848	0.212	0.509
CESM2	[-]	0.129	0.125	0.0653	-0.398	0.0912		0.0626	0.226	1.58		0.503	0.455	0.798	0.292	0.501
IPSL-CM6A-LR	[-]	0.264	0.212	0.0653	0.134	0.105		0.146	0.262	1.93		0.491	0.432	0.802	0.155	0.462
MeanCMIP6	[-]	0.172	0.151	0.0653	-0.0161			0.0851	0.198	1.72		0.553	0.481	0.860	0.400	0.555
MIROC-ESM2L	[-]	0.190	0.161	0.0653	0.0748			0.101	0.290	2.31		0.496	0.386	0.741	0.240	0.450
MPI-ESM1.2-HR	[-]	0.134	0.131	0.0650	0.0720	0.0912		0.0644	0.173	2.00		0.568	0.464	0.850	0.560	0.581
NorESM2-LM	[-]	0.161	0.156	0.0653	-0.129			0.0817	0.279	1.88		0.454	0.422	0.750	0.248	0.459
UKESM1-0-LL	[-]	0.107	0.113	0.0653	0.262	0.244		0.0469	0.179	1.96		0.543	0.530	0.770	0.148	0.504

	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	[-]	4.42
ACCESS-ESM1-5	[-]	6.15	6.68	4.42	5.10	3.85		1.93	6.34	2.13		0.509	0.450	0.668	0.810	0.577
BCC-CSM2-MR	[-]	3.93	4.68	4.42	3.18			0.0598	5.20	2.19		0.482	0.463	0.655	0.783	0.569
CanESM5	[-]	5.29	3.90	4.42	3.17			-0.731	5.39	2.59		0.454	0.463	0.560	0.794	0.547
CESM2	[-]	4.97	4.98	4.41	5.38	6.01		0.621	4.00	1.63		0.621	0.479	0.754	0.780	0.623
IPSL-CM6A-LR	[-]	5.58	7.85	4.42	4.98	5.62		3.10	7.38	2.20		0.490	0.451	0.663	0.628	0.537
MeanCMIP6	[-]	4.22	4.63	4.42	3.55			0.104	4.16	1.67		0.511	0.533	0.719	0.553	0.570
MIROC-ESM2L	[-]	2.88	3.35	4.42	1.74			-1.27	5.03	2.41		0.383	0.485	0.626	0.640	0.524
MPI-ESM1.2-HR	[-]	3.62	3.48	4.21	3.52	9.43		-0.871	3.73	2.15		0.554	0.494	0.685	0.727	0.591
NorESM2-LM	[-]	3.82	3.48	4.42	3.69			-1.04	4.17	2.05		0.532	0.481	0.676	0.361	0.506
UKESM1-0-LL	[-]	4.94	5.11	4.43	4.84	1.64		0.771	4.62	2.36		0.537	0.467	0.646	0.870	0.598

	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	[-]	1.22
ACCESS-ESM1-5	[-]	1.32	1.27	1.22	1.77	2.03		0.0679	1.21	1.28		0.529	0.499	0.834	0.752	0.622
BCC-CSM2-MR	[-]	1.10	1.10	1.21	1.38	2.87		-0.0993	1.20	1.15		0.575	0.494	0.819	0.854	0.647
CanESM5	[-]	1.50	1.34	1.22	1.48			0.121	1.35	1.15		0.553	0.485	0.821	0.584	0.586
CESM2	[-]	1.47	1.40	1.22	2.07	2.64		0.218	1.08	1.04		0.611	0.523	0.859	0.775	0.658
IPSL-CM6A-LR	[-]	1.69	1.56	1.21	2.27	2.81		0.375	1.32	1.20		0.543	0.483	0.815	0.685	0.602
MeanCMIP6	[-]	1.29	1.24	1.22	1.58			0.0353	0.867	0.879		0.633	0.599	0.875	0.897	0.721
MIROC-ESM2L	[-]	0.951	0.923	1.22	1.08	2.31		-0.299	1.10	1.36		0.501	0.531	0.778	0.797	0.628
MPI-ESM1.2-HR	[-]	1.14	1.08	1.20	1.77	1.66		-0.125	1.02	1.27		0.573	0.532	0.832	0.840	0.662
NorESM2-LM	[-]	1.17	1.17	1.22	1.70			-0.0430	0.969	1.17		0.596	0.542	0.825	0.886	0.678
UKESM1-0-LL	[-]	1.44	1.40	1.21	2.34	2.73		0.205	1.02	1.21		0.583	0.532	0.841	0.781	0.654

	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	[-]	4.28
ACCESS-ESM1-5	[-]	5.59	5.62	4.28	3.90	1.90		1.17	4.18	1.35		0.486	0.419	0.849	0.765	0.588
BCC-CSM2-MR	[-]	3.97	3.95	4.25	3.64	11.7		-0.255	4.40	2.54		0.404	0.342	0.556	0.809	0.491
CanESM5	[-]	3.87	3.60	4.28	3.74			-0.524	4.86	1.69		0.323	0.392	0.797	0.630	0.507
CESM2	[-]	5.07	5.06	4.28	5.01	2.37		0.891	4.11	1.21		0.428	0.495	0.863	0.744	0.605
IPSL-CM6A-LR	[-]	7.20	6.95	4.28	6.47	3.17		2.55	6.55	1.56		0.338	0.473	0.827	0.147	0.452
MeanCMIP6	[-]	3.77	3.83	4.28	3.23			-0.385	3.51	1.19		0.386	0.522	0.875	0.847	0.630
MIROC-ESM2L	[-]	2.11	2.11	4.28	1.99			-2.14	3.57	2.03		0.367	0.452	0.739	0.770	0.556
MPI-ESM1.2-HR	[-]	2.04	2.14	4.30	0.931	3.54		-2.14	3.10	1.71		0.405	0.514	0.774	0.762	0.594
NorESM2-LM	[-]	3.39	3.23	4.28	3.85			-0.887	4.00	1.70		0.342	0.458	0.746	0.837	0.568
UKESM1-0-LL	[-]	3.51	3.59	4.28	3.03	2.52		-0.648	2.89	1.42		0.476	0.500	0.809	0.919	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	[-]	1.24
ACCESS-ESM1-5	[-]	1.43	1.45	1.24	1.57	1.29		0.208	1.90	1.33		0.485	0.421	0.855	0.733	0.583
BCC-CSM2-MR	[-]	1.81	1.81	1.24	1.80	1.71		0.572	2.50	1.39		0.437	0.349	0.818	0.761	0.543
CanESM5	[-]	1.37	1.44	1.24	1.86			0.195	2.20	1.32		0.449	0.388	0.848	0.637	0.542
CESM2	[-]	1.52	1.51	1.24	1.88	1.50		0.276	1.50	1.26		0.558	0.478	0.871	0.878	0.653
IPSL-CM6A-LR	[-]	1.69	1.62	1.24	2.55	1.45		0.394	1.94	1.27		0.518	0.431	0.864	0.696	0.588
MeanCMIP6	[-]	1.34	1.34	1.24	1.44			0.103	1.33	0.989		0.582	0.513	0.910	0.816	0.667
MIROC-ESM2L	[-]	1.13	1.16	1.24	0.911	1.45		-0.0972	1.67	1.44		0.509	0.431	0.794	0.795	0.592
MPI-ESM1.2-HR	[-]	0.538	0.550	1.24	0.310	1.28		-0.683	1.27	1.17		0.472	0.513	0.869	0.679	0.609
NorESM2-LM	[-]	1.42	1.41	1.24	1.79			0.173	1.53	1.38		0.558	0.479	0.844	0.848	0.642
UKESM1-0-LL	[-]	1.30	1.26	1.24	1.51	1.19		0.0255	1.42	1.22		0.539	0.491	0.840	0.857	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	[-]	0.832
ACCESS-ESM1-5	[-]	0.656	0.653	0.832	0.713	0.689		-0.177	1.37	1.20		0.772	0.383	0.875	0.821	0.647
BCC-CSM2-MR	[-]	0.793	0.768	0.832	0.874	0.814		-0.0633	1.11	0.612		0.774	0.481	0.948	0.675	0.672
CanESM5	[-]	0.733	0.697	0.832	0.845			-0.129	1.09	0.616		0.748	0.498	0.949	0.818	0.702
CESM2	[-]	0.788	0.840	0.833	0.629	0.554		0.00748	1.04	0.601		0.789	0.509	0.949	0.848	0.721
IPSL-CM6A-LR	[-]	0.804	0.767	0.833	1.02	0.666		-0.0704	1.22	0.737		0.723	0.466	0.932	0.878	0.693
MeanCMIP6	[-]	0.708	0.735	0.832	0.664			-0.0965	0.906	0.540		0.775	0.548	0.955	0.704	0.706
MIROC-ESM2L	[-]	0.636	0.597	0.832	0.749	0.302		-0.239	1.19	0.805		0.708	0.463	0.919	0.636	0.638
MPI-ESM1.2-HR	[-]	0.615	0.727	0.834	0.247	0.733		-0.107	1.28	1.07		0.773	0.414	0.883	0.811	0.659
NorESM2-LM	[-]	0.920	0.834	0.832	1.16			0.00223	1.06	0.608		0.772	0.506	0.948	0.761	0.699
UKESM1-0-LL	[-]	0.579	0.662	0.832	0.325	0.624		-0.166	1.03	1.00		0.772	0.504	0.894	0.864	0.708

	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	[-]	0.316
ACCESS-ESM1-5	[-]	0.350	0.385	0.316	0.201	0.479		0.0702	0.521	1.89		0.511	0.474	0.782	0.454	0.539
BCC-CSM2-MR	[-]	0.485	0.483	0.316	0.102	0.436		0.161	0.766	1.46		0.511	0.411	0.825	0.461	0.524
CanESM5	[-]	0.542	0.512	0.316	0.138			0.177	0.748	1.49		0.482	0.436	0.812	0.329	0.499
CESM2	[-]	0.543	0.558	0.316	0.277	0.484		0.233	0.601	1.52		0.555	0.476	0.804	0.536	0.570
IPSL-CM6A-LR	[-]	0.669	0.690	0.316	0.581	0.577		0.377	0.807	1.48		0.448	0.417	0.814	0.354	0.490
MeanCMIP6	[-]	0.481	0.492	0.316	0.244			0.171	0.462	1.14		0.593	0.549	0.877	0.716	0.657
MIROC-ESM2L	[-]	0.466	0.464	0.316	0.265	0.669		0.137	0.582	1.76		0.502	0.438	0.764	0.674	0.563
MPI-ESM1.2-HR	[-]	0.346	0.352	0.313	0.193	0.493		0.0404	0.427	1.63		0.557	0.521	0.798	0.737	0.627
NorESM2-LM	[-]	0.496	0.495	0.316	0.292			0.167	0.563	1.68		0.515	0.482	0.766	0.630	0.575
UKESM1-0-LL	[-]	0.439	0.417	0.316	0.361	0.468		0.106	0.441	1.59		0.565	0.532	0.827	0.653	0.622

Boreal forest Global - Land Subtropical desert Temperate grassland/desert Temperate rain forest Temperate seasonal forest Tropical rain forest Tropical seasonal forest/savanna Tundra Woodland/shrubland 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