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) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	22.5
ACCESS-ESM1-5	[-]	44.9	45.8	22.5	39.4			22.9	28.7	0.695		0.395	0.504	0.942	0.662	0.601
BCC-CSM2-MR	[-]	30.8	31.0	22.5	29.2			8.42	12.6	0.402		0.701	0.715	0.965	0.755	0.770
CanESM5	[-]	30.0	30.1	22.5	29.4			7.49	15.3	0.538		0.701	0.604	0.942	0.696	0.709
CESM2	[-]	28.6	28.8	22.5	27.1			6.48	11.0	0.396		0.751	0.721	0.963	0.805	0.792
GFDL-ESM4	[-]	37.8	38.4	22.5	35.4			15.9	19.1	0.388		0.520	0.658	0.970	0.792	0.720
IPSL-CM6A-LR	[-]	31.9	32.2	22.5	31.1			9.79	13.9	0.411		0.646	0.695	0.958	0.794	0.758
MeanCMIP6	[-]	32.7	33.5	22.5	31.5			10.9	13.1	0.215		0.626	0.744	0.981	0.868	0.793
MIROC-ESM2L	[-]	42.6	43.3	22.5	38.5			20.5	24.2	0.483		0.458	0.627	0.952	0.454	0.623
MPI-ESM1.2-HR	[-]	38.2	38.6	22.5	34.8			15.9	20.4	0.585		0.512	0.618	0.954	0.627	0.665
NorESM2-LM	[-]	27.1	27.5	22.5	24.4			5.02	11.2	0.400		0.782	0.699	0.964	0.782	0.785
UKESM1-0-LL	[-]	31.5	31.5	22.5	30.4			8.90	13.9	0.248		0.693	0.653	0.973	0.841	0.763

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	31.8
ACCESS-ESM1-5	[-]	49.2	47.8	31.8	64.1			17.2	24.1	1.25		0.313	0.389	0.790	0.862	0.549
BCC-CSM2-MR	[-]	41.6	39.8	31.8	61.1			9.00	15.8	1.15		0.498	0.451	0.798	0.932	0.626
CanESM5	[-]	44.2	42.0	31.8	61.9			12.3	21.9	1.31		0.380	0.380	0.780	0.883	0.561
CESM2	[-]	38.6	37.1	31.8	56.0			6.34	13.5	1.12		0.552	0.507	0.807	0.960	0.667
GFDL-ESM4	[-]	49.7	43.7	31.8	76.6			11.9	17.8	1.15		0.422	0.441	0.796	0.928	0.606
IPSL-CM6A-LR	[-]	43.9	42.3	31.8	59.9			12.1	17.8	1.13		0.431	0.445	0.801	0.911	0.607
MeanCMIP6	[-]	44.1	42.2	31.8	64.3			11.3	14.5	0.852		0.440	0.555	0.856	0.939	0.669
MIROC-ESM2L	[-]	56.2	54.3	31.8	68.6			23.6	28.2	1.25		0.250	0.462	0.769	0.804	0.550
MPI-ESM1.2-HR	[-]	41.5	41.1	31.8	47.0			10.2	20.1	1.12		0.376	0.397	0.815	0.870	0.571
NorESM2-LM	[-]	39.3	37.2	31.8	60.1			6.57	14.0	1.13		0.558	0.502	0.799	0.946	0.661
UKESM1-0-LL	[-]	41.7	40.0	31.8	60.0			9.58	16.6	1.02		0.427	0.463	0.816	0.909	0.616

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.0
ACCESS-ESM1-5	[-]	23.9	23.2	13.0	48.8			12.4	17.7	1.89		0.366	0.413	0.802	0.569	0.513
BCC-CSM2-MR	[-]	21.0	20.1	13.0	51.1			8.71	13.7	1.76		0.482	0.474	0.840	0.677	0.589
CanESM5	[-]	26.5	24.3	13.0	54.7			14.1	21.2	2.08		0.359	0.331	0.793	0.524	0.468
CESM2	[-]	22.4	21.1	13.0	51.6			9.54	13.6	1.73		0.512	0.499	0.835	0.733	0.616
GFDL-ESM4	[-]	25.5	21.5	13.0	79.7			8.53	12.7	1.66		0.455	0.491	0.847	0.714	0.599
IPSL-CM6A-LR	[-]	28.6	25.7	13.0	56.6			14.7	19.6	1.74		0.348	0.403	0.830	0.529	0.503
MeanCMIP6	[-]	23.3	22.0	13.0	58.2			10.2	12.7	1.40		0.445	0.576	0.872	0.749	0.643
MIROC-ESM2L	[-]	31.8	30.4	13.0	50.0			19.0	22.6	1.81		0.269	0.418	0.806	0.469	0.476
MPI-ESM1.2-HR	[-]	11.1	11.1	13.0	12.3			-0.0315	10.2	1.32		0.561	0.489	0.862	0.702	0.621
NorESM2-LM	[-]	23.1	21.2	13.0	51.4			10.2	14.4	1.69		0.492	0.501	0.829	0.641	0.593
UKESM1-0-LL	[-]	18.3	17.1	13.0	45.3			5.96	12.8	1.61		0.514	0.478	0.858	0.635	0.593

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	12.1
ACCESS-ESM1-5	[-]	28.7	27.4	12.1	48.5			15.6	19.4	1.25		0.319	0.378	0.813	0.614	0.500
BCC-CSM2-MR	[-]	24.9	24.1	12.1	39.3			12.4	15.5	1.25		0.406	0.462	0.845	0.663	0.568
CanESM5	[-]	22.4	21.3	12.1	33.6			12.4	19.2	1.80		0.402	0.314	0.704	0.375	0.422
CESM2	[-]	22.7	22.0	12.1	33.2			10.3	15.6	0.823		0.434	0.401	0.904	0.752	0.578
GFDL-ESM4	[-]	22.9	22.0	12.1	51.2			9.97	14.3	1.25		0.436	0.404	0.832	0.638	0.543
IPSL-CM6A-LR	[-]	24.9	24.2	12.1	34.5			13.2	18.1	1.12		0.342	0.364	0.862	0.457	0.478
MeanCMIP6	[-]	24.0	23.1	12.1	40.9			11.6	14.1	0.779		0.396	0.501	0.901	0.766	0.613
MIROC-ESM2L	[-]	35.0	33.0	12.1	50.0			22.2	25.8	0.982		0.283	0.375	0.865	0.398	0.459
MPI-ESM1.2-HR	[-]	15.9	15.9	12.1	19.2			4.44	12.4	1.50		0.535	0.335	0.802	0.691	0.540
NorESM2-LM	[-]	22.0	21.1	12.1	32.6			10.2	15.5	0.952		0.469	0.420	0.874	0.597	0.556
UKESM1-0-LL	[-]	20.2	19.9	12.1	51.2			8.83	13.9	1.11		0.523	0.445	0.854	0.489	0.551

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	46.4
ACCESS-ESM1-5	[-]	62.7	76.8	46.4	49.4			28.6	34.6	2.12		0.232	0.319	0.622	0.874	0.473
BCC-CSM2-MR	[-]	63.0	71.3	46.4	46.5			23.5	27.9	1.78		0.266	0.347	0.728	0.860	0.510
CanESM5	[-]	55.3	68.7	46.4	42.1			21.4	31.3	2.38		0.252	0.232	0.653	0.877	0.449
CESM2	[-]	52.9	58.0	46.4	44.3			12.3	18.2	1.85		0.354	0.408	0.700	0.932	0.560
GFDL-ESM4	[-]	68.2	72.4	46.4	58.8			26.0	29.6	1.48		0.191	0.339	0.729	0.943	0.508
IPSL-CM6A-LR	[-]	44.0	50.3	46.4	39.5			5.72	24.0	2.02		0.321	0.269	0.651	0.932	0.488
MeanCMIP6	[-]	64.9	69.5	46.4	49.2			21.3	24.5	1.66		0.236	0.439	0.702	0.946	0.552
MIROC-ESM2L	[-]	86.1	99.1	46.4	70.1			49.3	54.4	2.71		0.0711	0.336	0.556	0.810	0.422
MPI-ESM1.2-HR	[-]	62.2	70.7	46.4	45.2			24.8	28.8	1.40		0.218	0.325	0.770	0.828	0.493
NorESM2-LM	[-]	54.8	59.5	46.4	41.4			12.1	18.5	1.55		0.331	0.396	0.722	0.913	0.552
UKESM1-0-LL	[-]	66.7	71.7	46.4	43.3			21.1	27.2	1.92		0.272	0.388	0.682	0.877	0.521

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	39.7
ACCESS-ESM1-5	[-]	65.2	64.8	39.7	65.4			25.5	30.9	0.937		0.408	0.568	0.884	0.926	0.671
BCC-CSM2-MR	[-]	50.5	50.0	39.7	57.3			10.9	17.0	0.905		0.688	0.664	0.891	0.954	0.772
CanESM5	[-]	56.2	55.1	39.7	58.3			16.6	23.9	0.924		0.537	0.578	0.873	0.834	0.680
CESM2	[-]	45.9	45.0	39.7	53.8			6.20	14.0	0.747		0.736	0.695	0.916	0.968	0.802
GFDL-ESM4	[-]	58.3	58.3	39.7	61.7			18.6	22.6	0.602		0.511	0.659	0.931	0.935	0.739
IPSL-CM6A-LR	[-]	50.9	50.7	39.7	53.3			12.2	17.6	0.741		0.634	0.662	0.907	0.895	0.752
MeanCMIP6	[-]	54.2	54.3	39.7	59.0			15.1	18.1	0.610		0.578	0.716	0.936	0.960	0.781
MIROC-ESM2L	[-]	68.1	67.4	39.7	68.2			28.5	33.5	1.00		0.381	0.608	0.867	0.740	0.641
MPI-ESM1.2-HR	[-]	61.3	61.5	39.7	59.5			21.8	27.6	0.697		0.454	0.582	0.932	0.900	0.690
NorESM2-LM	[-]	45.8	46.2	39.7	52.3			7.54	15.2	0.682		0.722	0.668	0.919	0.934	0.782
UKESM1-0-LL	[-]	52.8	52.5	39.7	57.3			13.6	18.6	0.699		0.608	0.659	0.920	0.891	0.747

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	89.0
ACCESS-ESM1-5	[-]	118.	119.	89.0	115.			29.6	35.8	2.27		0.0611	0.246	0.635	0.579	0.353
BCC-CSM2-MR	[-]	113.	112.	89.0	120.			24.0	29.1	2.52		0.0810	0.216	0.612	0.754	0.376
CanESM5	[-]	111.	107.	89.0	113.			20.3	37.0	2.05		0.0991	0.172	0.686	0.394	0.305
CESM2	[-]	97.1	96.7	89.0	101.			8.28	12.9	1.84		0.307	0.341	0.728	0.972	0.538
GFDL-ESM4	[-]	111.	110.	89.0	114.			21.1	27.9	2.24		0.107	0.205	0.653	0.715	0.377
IPSL-CM6A-LR	[-]	99.0	99.9	89.0	98.4			10.9	23.0	1.94		0.147	0.210	0.719	0.449	0.347
MeanCMIP6	[-]	111.	111.	89.0	112.			22.1	24.4	1.57		0.0971	0.383	0.769	0.906	0.508
MIROC-ESM2L	[-]	136.	134.	89.0	129.			44.0	46.6	2.54		0.0344	0.321	0.597	0.684	0.392
MPI-ESM1.2-HR	[-]	124.	124.	89.0	110.			34.0	46.0	2.32		0.0545	0.155	0.625	0.257	0.249
NorESM2-LM	[-]	98.2	97.6	89.0	105.			9.79	13.1	1.76		0.294	0.319	0.733	0.992	0.531
UKESM1-0-LL	[-]	116.	116.	89.0	112.			26.3	29.6	2.51		0.0720	0.282	0.586	0.762	0.397

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	69.8
ACCESS-ESM1-5	[-]	91.5	90.4	69.8	103.			22.1	36.3	1.75		0.273	0.313	0.734	0.738	0.474
BCC-CSM2-MR	[-]	81.7	79.4	69.8	105.			11.1	26.2	1.76		0.449	0.343	0.735	0.815	0.537
CanESM5	[-]	87.0	85.5	69.8	103.			18.0	37.0	1.81		0.279	0.301	0.721	0.781	0.476
CESM2	[-]	76.0	74.2	69.8	94.1			6.04	19.0	1.75		0.494	0.442	0.726	0.894	0.600
GFDL-ESM4	[-]	87.9	83.3	69.8	112.			13.6	26.7	1.77		0.407	0.343	0.713	0.951	0.551
IPSL-CM6A-LR	[-]	87.4	84.9	69.8	97.9			16.9	25.6	1.80		0.381	0.370	0.722	0.898	0.548
MeanCMIP6	[-]	86.1	84.4	69.8	104.			15.6	20.9	1.35		0.391	0.486	0.800	0.958	0.624
MIROC-ESM2L	[-]	107.	106.	69.8	112.			37.0	42.8	1.92		0.175	0.420	0.695	0.790	0.500
MPI-ESM1.2-HR	[-]	84.4	84.8	69.8	77.2			16.3	35.2	1.52		0.296	0.314	0.760	0.599	0.456
NorESM2-LM	[-]	76.8	74.4	69.8	96.9			7.03	19.6	1.83		0.509	0.447	0.712	0.880	0.599
UKESM1-0-LL	[-]	85.5	83.6	69.8	99.7			15.4	28.6	1.50		0.318	0.374	0.765	0.727	0.511

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	12.3
ACCESS-ESM1-5	[-]	24.5	25.4	12.3	19.5			12.5	18.3	0.775		0.468	0.473	0.935	0.585	0.587
BCC-CSM2-MR	[-]	14.5	14.9	12.3	11.5			2.38	6.43	0.323		0.838	0.730	0.976	0.929	0.841
CanESM5	[-]	14.9	15.5	12.3	12.2			2.80	9.13	0.399		0.820	0.606	0.962	0.929	0.785
CESM2	[-]	13.8	14.4	12.3	10.3			1.91	7.79	0.537		0.804	0.688	0.963	0.904	0.810
GFDL-ESM4	[-]	22.0	23.0	12.3	17.4			10.7	13.5	0.532		0.524	0.646	0.967	0.706	0.698
IPSL-CM6A-LR	[-]	18.3	18.8	12.3	14.8			6.30	9.64	0.469		0.661	0.676	0.965	0.789	0.753
MeanCMIP6	[-]	17.0	17.6	12.3	13.9			4.98	7.12	0.197		0.730	0.757	0.987	0.884	0.823
MIROC-ESM2L	[-]	21.9	22.7	12.3	16.5			9.74	14.3	0.429		0.565	0.577	0.968	0.753	0.688
MPI-ESM1.2-HR	[-]	18.8	19.4	12.3	15.2			6.89	10.9	0.544		0.631	0.639	0.963	0.691	0.713
NorESM2-LM	[-]	11.9	12.7	12.3	9.09			0.0870	8.15	0.539		0.834	0.656	0.958	0.945	0.810
UKESM1-0-LL	[-]	16.1	16.3	12.3	14.7			3.72	7.92	0.234		0.793	0.681	0.981	0.933	0.814

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	31.1
ACCESS-ESM1-5	[-]	52.5	51.9	31.1	62.2			21.4	26.7	0.865		0.433	0.531	0.892	0.873	0.652
BCC-CSM2-MR	[-]	42.2	41.4	31.1	53.5			11.2	16.6	0.784		0.635	0.623	0.900	0.892	0.735
CanESM5	[-]	44.9	43.2	31.1	54.3			13.7	22.1	1.16		0.546	0.526	0.849	0.773	0.644
CESM2	[-]	39.2	38.3	31.1	51.9			7.95	17.7	0.784		0.666	0.561	0.911	0.920	0.724
GFDL-ESM4	[-]	49.0	47.1	31.1	68.0			16.0	21.2	0.807		0.520	0.594	0.915	0.858	0.696
IPSL-CM6A-LR	[-]	46.1	44.6	31.1	53.7			14.6	21.5	0.803		0.533	0.554	0.909	0.873	0.685
MeanCMIP6	[-]	44.8	43.7	31.1	58.2			13.3	17.3	0.572		0.574	0.650	0.935	0.934	0.748
MIROC-ESM2L	[-]	57.2	55.9	31.1	66.7			25.9	31.9	0.853		0.370	0.534	0.892	0.604	0.587
MPI-ESM1.2-HR	[-]	41.5	41.6	31.1	41.1			11.3	22.3	0.803		0.560	0.481	0.903	0.834	0.652
NorESM2-LM	[-]	39.9	38.1	31.1	54.7			8.23	18.1	0.735		0.658	0.560	0.911	0.839	0.706
UKESM1-0-LL	[-]	41.6	40.8	31.1	51.7			10.7	17.8	0.847		0.624	0.602	0.903	0.852	0.717

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:

Derived Optimal Linear Combination Evapotranspiration v1.0

  Institution:

Climate Change Research Center (CCRC) - UNSW - Sydney - Australia

  Source:

ET from GLEAM, MOD16, MPIBGC and PML datasets and observations from FLUXNET

  History:

2017-01-08 17:24:33 v1.0

  References:

Hobeichi, Sanaa, 2017: Derived Optimal Linear Combination Evapotranspiration v1.0 . NCI National Research Data Collection , doi:10.4225/41/58980b55b0495 Hobeichi, S., Abramowitz, G., Evans J. and A. Ukkola. Derived Optimal Linear Combination Evapotranspiration (DOLCE): a global gridded synthesis ET estimate (in prep.)

  Conventions:

CF-1.6, ACDD-1.3

  Description:

DOLCE monthly evapotranspiration product derived by combining DOLCE tier1, tier2 and tier3

  Summary:

Monthly evapotranspiration and its associated uncertainty on a global scale for 2000

  License:

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

  Id:

http://dx.doi.org/10.4225/41/58980b55b0495

  Product_version:

1.0

  Contact:

s.hobeichi@student.unsw.edu.au

  Organisation:

ARC Centre of Excellence for Climate System Science

  Keywords:

Meteorology, Climatology, Land Surface Processes, Land Surface Models, Evapotranspiration

  Date_created:

2017-02-01

  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:

2000-01-01

  Time_coverage_end:

2000-12-31

  Geospatial_lat_min:

-90.0

  Geospatial_lat_max:

90.0

  Geospatial_lon_min:

-180.0

  Geospatial_lon_max:

180.0