Global - Land

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	115.
CABLE-POP	[-]	125.	125.	114.	0.0461	0.932		0.223	1.21	1.33		0.586	0.558	0.827	0.920	0.690
CARDAMOM	[-]	126.	124.	113.	2.28	2.21		0.236	1.18	1.15		0.632	0.550	0.764	0.964	0.692
CLASSIC	[-]	154.	135.	115.	19.0	0.461		0.419	1.41	1.31		0.489	0.522	0.793	0.837	0.632
CliMA-Land	[-]	187.	177.	110.	9.83	5.13		1.47	2.03	1.32		0.330	0.509	0.754	0.755	0.571
CLM6.0	[-]	178.	153.	115.	23.7	0.440		0.802	2.10	1.49		0.403	0.447	0.761	0.806	0.573
DLEM	[-]	138.	134.	113.	4.42	1.88		0.438	1.73	1.47		0.422	0.494	0.760	0.700	0.574
ED	[-]	112.	108.	114.	4.38	1.55		-0.123	1.81	1.64		0.401	0.456	0.772	0.762	0.569
ELM	[-]	200.	172.	115.	26.2	0.485		1.21	2.08	1.44		0.345	0.469	0.762	0.672	0.543
IBIS	[-]	120.	115.	113.	4.58	2.15		0.0402	1.52	1.36		0.470	0.512	0.750	0.890	0.627
iMAPLE	[-]	152.	146.	115.	6.79			0.639	1.68	1.43		0.451	0.496	0.803	0.769	0.603
ISAM	[-]	115.	111.	113.	4.50	1.89		-0.0532	1.30	1.42		0.508	0.556	0.790	0.886	0.659
ISBA-CTRIP	[-]	159.	133.	115.	25.3	0.00156		0.380	1.30	1.39		0.505	0.532	0.736	0.806	0.622
JSBACH	[-]	143.	133.	108.	9.91	6.86		0.532	1.68	1.52		0.441	0.463	0.734	0.761	0.572
JULES	[-]	149.	142.	113.	7.72	2.53		0.620	1.61	1.35		0.414	0.549	0.779	0.745	0.607
LPJ-GUESS	[-]	108.	105.	113.	3.12	1.95		-0.178	1.20	1.42		0.558	0.552	0.779	0.942	0.677
LPJml	[-]	175.	161.	115.	14.4	0.252		0.958	1.86	1.59		0.477	0.416	0.720	0.900	0.586
LPJwsl	[-]	144.	137.	113.	6.42	1.88		0.513	1.56	1.55		0.571	0.466	0.724	0.955	0.636
LPX	[-]	134.	129.	115.	5.20	0.348		0.291	1.38	1.49		0.605	0.456	0.757	0.953	0.645
OCN	[-]	153.	148.	115.	4.68	0.489		0.699	1.46	1.28		0.465	0.525	0.799	0.877	0.638
ORCHIDEE	[-]	124.	117.	115.	6.29	0.252		0.0507	1.36	1.41		0.507	0.534	0.759	0.852	0.637
SDGVM	[-]	102.	96.0	115.	5.68	0.0196		-0.406	0.970	1.36		0.609	0.579	0.762	0.959	0.697
VISIT	[-]	130.	123.	113.	6.43	2.69		0.227	1.54	1.57		0.507	0.513	0.747	0.876	0.631
VISIT-UT	[-]	131.	124.	113.	6.56	2.69		0.252	1.61	1.58		0.499	0.496	0.734	0.860	0.617

Global - Land 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:

Water, Energy, and Carbon with Artificial Neural Networks (WECANN)

  Version:

1

  Institutions:

Columbia University

  Source:

Solar Induced Fluorescence (SIF), Air Temperature, Precipitation, Net Radiation, Soil Moisture, and Snow Water Equivalent

  History:

2024-01-09: downloaded https://avdc.gsfc.nasa.gov/pub/data/project/WECANN/WECANN_v1.0.nc

2024-01-09: converted to ILAMB-ready netCDF

  References:

Alemohammad, S. H. and Fang, B. and Konings, A. G. and Aires, F. and Green, J. K. and Kolassa, J. and Miralles, D. and Prigent, C. and Gentine, P. (2017), Biogeosciences, 18, 4101--4124, doi:10.5194/bg-14-4101-2017

  Comments:

time_period: 2007-01 through 2015-11

temporal_resolution: monthly

spatial_resolution: 1.0 degree

units: g/m^2/day

  Convention:

CF-1.8