Equatorial Africa Equatorial Asia Global - Land High Latitude South America - Amazon Temperate Latitudes

	Download Data	Period Mean (original grids) [g m-2 d-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]	Overall Score [1]
Benchmark	[-]	4.18
CanESM5	[-]	8.31		5.43	5.75	3.00		0.0671	0.391	0.511	0.340
E3SMv3 default 0051	[-]	8.12		3.94	5.69	1.52		0.313	0.326	0.673	0.410
E3SMv3 default 0111	[-]	8.12		3.94	5.74	1.52		0.291	0.310	0.673	0.396
E3SMv3 default 0161	[-]	8.16		3.98	5.60	2.02		0.323	0.362	0.511	0.389
E3SMv3 default 0281	[-]	8.23		4.05	5.84	2.02		0.319	0.338	0.511	0.377
E3SMv3 default 0311	[-]	8.29		4.11	5.78	2.52		0.367	0.351	0.488	0.389
E3SMv3 highECS 0051	[-]	8.21		4.03	5.83	2.53		0.352	0.329	0.487	0.374
E3SMv3 highECS 0111	[-]	8.32		4.14	5.83	3.52		0.371	0.317	0.418	0.356
E3SMv3 highECS 0161	[-]	8.24		4.06	5.65	2.52		0.349	0.361	0.588	0.415
E3SMv3 highECS 0281	[-]	8.34		4.16	5.82	2.52		0.376	0.301	0.588	0.392
E3SMv3 highECS 0311	[-]	8.26		4.08	5.62	2.52		0.344	0.363	0.588	0.414
E3SMv3 lowECS 0051	[-]	7.85		3.67	4.91	3.01		0.440	0.371	0.508	0.422
E3SMv3 lowECS 0111	[-]	7.81		3.63	4.87	3.01		0.420	0.388	0.508	0.426
E3SMv3 lowECS 0161	[-]	7.88		3.70	4.99	3.01		0.430	0.377	0.508	0.423
E3SMv3 lowECS 0281	[-]	7.74		3.56	4.96	3.01		0.400	0.380	0.508	0.417
E3SMv3 lowECS 0311	[-]	7.81		3.63	5.06	3.01		0.429	0.374	0.508	0.421
IPSL-CM6A-LR	[-]	5.00		-0.487	1.79	3.03		0.723	0.318	0.502	0.465
MIROC-ES2L	[-]	7.76		4.89	5.20	2.02		0.0879	0.391	0.752	0.405
NorESM2-LM	[-]	6.42		3.55	3.92	1.03		0.171	0.367	0.930	0.459
UKESM1-0-LL	[-]	0.434		-5.05	5.25	6.08		0.0348	0.354	0.00	0.186

	Download Data	Period Mean (original grids) [g m-2 d-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]	Overall Score [1]
Benchmark	[-]	4.26
CanESM5	[-]	9.65		5.39	5.52	0.00		0.000516	0.335	1.00	0.418
E3SMv3 default 0051	[-]	11.5		7.28	7.18	0.00		3.63e-05	0.171	1.00	0.335
E3SMv3 default 0111	[-]	11.4		7.10	7.30	0.00		4.69e-05	0.114	1.00	0.307
E3SMv3 default 0161	[-]	11.4		7.09	7.17	0.00		4.70e-05	0.135	1.00	0.317
E3SMv3 default 0281	[-]	11.1		6.85	7.03	0.00		6.65e-05	0.129	1.00	0.314
E3SMv3 default 0311	[-]	11.1		6.88	7.09	0.00		6.35e-05	0.0720	1.00	0.286
E3SMv3 highECS 0051	[-]	11.3		7.08	7.21	0.00		4.78e-05	0.119	1.00	0.309
E3SMv3 highECS 0111	[-]	11.4		7.10	7.27	0.00		4.70e-05	0.131	1.00	0.315
E3SMv3 highECS 0161	[-]	11.4		7.18	7.43	0.00		4.16e-05	0.177	1.00	0.339
E3SMv3 highECS 0281	[-]	11.5		7.29	7.54	0.00		3.58e-05	0.244	1.00	0.372
E3SMv3 highECS 0311	[-]	11.6		7.29	7.50	0.00		3.56e-05	0.164	1.00	0.332
E3SMv3 lowECS 0051	[-]	10.6		6.33	6.44	0.00		0.000138	0.165	1.00	0.333
E3SMv3 lowECS 0111	[-]	10.5		6.26	6.31	0.00		0.000152	0.103	1.00	0.302
E3SMv3 lowECS 0161	[-]	10.5		6.22	6.05	0.00		0.000160	0.120	1.00	0.310
E3SMv3 lowECS 0281	[-]	10.6		6.37	6.35	0.00		0.000131	0.142	1.00	0.321
E3SMv3 lowECS 0311	[-]	10.6		6.37	6.33	0.00		0.000130	0.128	1.00	0.314
IPSL-CM6A-LR	[-]	5.90		1.64	1.84	1.02		0.0997	0.344	0.933	0.430
MIROC-ES2L	[-]	4.80		0.540	0.946	1.02		0.468	0.340	0.933	0.520
NorESM2-LM	[-]	6.36		2.10	2.33	3.02		0.0527	0.328	0.506	0.304
UKESM1-0-LL	[-]	9.34		5.08	5.32	6.05		0.000800	0.114	7.41e-05	0.0570

	Download Data	Period Mean (original grids) [g m-2 d-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]	Overall Score [1]
Benchmark	[-]	2.70
CanESM5	[-]	3.26		0.554	1.88	0.724		0.522	0.485	0.925	0.604
E3SMv3 default 0051	[-]	2.54		-0.161	1.88	0.782		0.515	0.449	0.905	0.580
E3SMv3 default 0111	[-]	2.54		-0.158	1.87	0.729		0.511	0.447	0.916	0.580
E3SMv3 default 0161	[-]	2.50		-0.193	1.87	0.738		0.511	0.445	0.904	0.576
E3SMv3 default 0281	[-]	2.53		-0.162	1.85	0.808		0.514	0.445	0.887	0.573
E3SMv3 default 0311	[-]	2.55		-0.143	1.85	0.818		0.520	0.451	0.897	0.579
E3SMv3 highECS 0051	[-]	2.59		-0.111	1.88	0.823		0.515	0.446	0.886	0.573
E3SMv3 highECS 0111	[-]	2.58		-0.119	1.88	0.882		0.514	0.446	0.879	0.571
E3SMv3 highECS 0161	[-]	2.56		-0.137	1.91	0.853		0.514	0.447	0.882	0.573
E3SMv3 highECS 0281	[-]	2.56		-0.133	1.87	0.788		0.516	0.447	0.895	0.576
E3SMv3 highECS 0311	[-]	2.58		-0.112	1.88	0.798		0.513	0.448	0.901	0.577
E3SMv3 lowECS 0051	[-]	2.59		-0.106	1.90	0.799		0.485	0.447	0.902	0.570
E3SMv3 lowECS 0111	[-]	2.55		-0.149	1.92	0.828		0.495	0.448	0.894	0.571
E3SMv3 lowECS 0161	[-]	2.52		-0.177	1.91	0.783		0.485	0.445	0.905	0.570
E3SMv3 lowECS 0281	[-]	2.57		-0.128	1.91	0.819		0.482	0.449	0.904	0.571
E3SMv3 lowECS 0311	[-]	2.53		-0.165	1.88	0.804		0.484	0.447	0.900	0.569
IPSL-CM6A-LR	[-]	2.19		-0.474	1.67	0.795		0.522	0.494	0.888	0.600
MIROC-ES2L	[-]	2.69		0.0127	1.76	1.02		0.558	0.477	0.865	0.594
NorESM2-LM	[-]	2.27		-0.439	1.91	0.902		0.499	0.432	0.901	0.566
UKESM1-0-LL	[-]	2.36		-0.210	1.77	1.16		0.564	0.430	0.847	0.568

	Download Data	Period Mean (original grids) [g m-2 d-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]	Overall Score [1]
Benchmark	[-]	2.30
CanESM5	[-]	2.44		0.141	1.13	0.322		0.749	0.578	0.977	0.721
E3SMv3 default 0051	[-]	1.98		-0.315	1.45	0.362		0.626	0.506	0.981	0.655
E3SMv3 default 0111	[-]	1.96		-0.340	1.43	0.501		0.622	0.510	0.965	0.651
E3SMv3 default 0161	[-]	1.94		-0.352	1.46	0.461		0.615	0.502	0.965	0.646
E3SMv3 default 0281	[-]	2.00		-0.293	1.43	0.461		0.641	0.505	0.968	0.655
E3SMv3 default 0311	[-]	2.00		-0.294	1.40	0.561		0.643	0.512	0.960	0.657
E3SMv3 highECS 0051	[-]	2.10		-0.197	1.47	0.481		0.636	0.505	0.968	0.654
E3SMv3 highECS 0111	[-]	2.09		-0.205	1.48	0.541		0.632	0.500	0.961	0.649
E3SMv3 highECS 0161	[-]	2.10		-0.197	1.45	0.542		0.642	0.505	0.959	0.652
E3SMv3 highECS 0281	[-]	2.05		-0.247	1.48	0.402		0.621	0.501	0.977	0.650
E3SMv3 highECS 0311	[-]	2.10		-0.194	1.44	0.481		0.645	0.504	0.967	0.655
E3SMv3 lowECS 0051	[-]	2.01		-0.281	1.48	0.442		0.622	0.500	0.970	0.648
E3SMv3 lowECS 0111	[-]	1.94		-0.356	1.48	0.561		0.608	0.507	0.961	0.645
E3SMv3 lowECS 0161	[-]	1.89		-0.410	1.49	0.481		0.592	0.502	0.966	0.641
E3SMv3 lowECS 0281	[-]	1.96		-0.336	1.47	0.442		0.610	0.502	0.974	0.647
E3SMv3 lowECS 0311	[-]	1.91		-0.385	1.48	0.422		0.608	0.502	0.974	0.647
IPSL-CM6A-LR	[-]	1.87		-0.589	1.34	0.392		0.658	0.570	0.970	0.692
MIROC-ES2L	[-]	2.41		0.0794	1.41	0.668		0.686	0.548	0.968	0.688
NorESM2-LM	[-]	2.07		-0.225	1.48	0.679		0.651	0.498	0.952	0.650
UKESM1-0-LL	[-]	2.00		-0.250	1.31	0.621		0.703	0.520	0.955	0.674

	Download Data	Period Mean (original grids) [g m-2 d-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]	Overall Score [1]
Benchmark	[-]	9.45
CanESM5	[-]	3.96		-5.48	5.66	1.69		0.0352	0.382	0.811	0.403
E3SMv3 default 0051	[-]	10.2		0.757	2.28	2.00		0.674	0.272	0.676	0.473
E3SMv3 default 0111	[-]	10.2		0.747	2.20	2.00		0.673	0.271	0.676	0.473
E3SMv3 default 0161	[-]	10.3		0.840	2.17	2.00		0.639	0.282	0.676	0.470
E3SMv3 default 0281	[-]	10.3		0.889	2.26	2.00		0.618	0.273	0.676	0.460
E3SMv3 default 0311	[-]	10.3		0.843	2.30	2.00		0.638	0.255	0.676	0.456
E3SMv3 highECS 0051	[-]	10.2		0.742	2.10	2.00		0.594	0.321	0.676	0.478
E3SMv3 highECS 0111	[-]	10.3		0.824	2.16	2.00		0.611	0.304	0.676	0.474
E3SMv3 highECS 0161	[-]	10.2		0.759	2.14	2.00		0.618	0.296	0.676	0.472
E3SMv3 highECS 0281	[-]	10.1		0.607	2.14	2.00		0.609	0.284	0.676	0.463
E3SMv3 highECS 0311	[-]	10.2		0.776	2.17	2.00		0.616	0.285	0.676	0.465
E3SMv3 lowECS 0051	[-]	6.95		-2.50	3.44	1.36		0.245	0.241	0.834	0.390
E3SMv3 lowECS 0111	[-]	7.46		-1.99	3.11	2.00		0.345	0.253	0.676	0.381
E3SMv3 lowECS 0161	[-]	7.05		-2.40	3.25	1.68		0.269	0.262	0.749	0.386
E3SMv3 lowECS 0281	[-]	7.10		-2.35	3.00	1.36		0.278	0.249	0.834	0.403
E3SMv3 lowECS 0311	[-]	6.91		-2.54	3.24	1.36		0.242	0.257	0.834	0.398
IPSL-CM6A-LR	[-]	7.13		-2.32	2.83	4.38		0.260	0.347	0.314	0.317
MIROC-ES2L	[-]	6.51		-2.88	3.28	6.05		0.182	0.350	7.41e-05	0.220
NorESM2-LM	[-]	5.48		-3.97	4.26	1.36		0.107	0.373	0.867	0.430
UKESM1-0-LL	[-]	4.70		-4.69	5.45	2.51		0.0744	0.192	0.621	0.270

	Download Data	Period Mean (original grids) [g m-2 d-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]	Overall Score [1]
Benchmark	[-]	2.62
CanESM5	[-]	3.10		0.451	1.72	0.689		0.598	0.512	0.936	0.640
E3SMv3 default 0051	[-]	2.19		-0.422	1.73	0.688		0.566	0.483	0.930	0.616
E3SMv3 default 0111	[-]	2.19		-0.415	1.73	0.667		0.561	0.482	0.939	0.616
E3SMv3 default 0161	[-]	2.15		-0.459	1.73	0.646		0.563	0.478	0.942	0.615
E3SMv3 default 0281	[-]	2.20		-0.415	1.72	0.723		0.571	0.481	0.922	0.614
E3SMv3 default 0311	[-]	2.23		-0.382	1.71	0.771		0.567	0.485	0.921	0.615
E3SMv3 highECS 0051	[-]	2.25		-0.358	1.74	0.729		0.571	0.479	0.920	0.612
E3SMv3 highECS 0111	[-]	2.24		-0.371	1.73	0.819		0.569	0.477	0.902	0.607
E3SMv3 highECS 0161	[-]	2.24		-0.372	1.75	0.785		0.564	0.480	0.911	0.609
E3SMv3 highECS 0281	[-]	2.25		-0.359	1.75	0.716		0.565	0.481	0.925	0.613
E3SMv3 highECS 0311	[-]	2.25		-0.362	1.73	0.729		0.571	0.481	0.933	0.617
E3SMv3 lowECS 0051	[-]	2.29		-0.324	1.71	0.709		0.564	0.483	0.927	0.614
E3SMv3 lowECS 0111	[-]	2.20		-0.408	1.74	0.764		0.560	0.486	0.921	0.613
E3SMv3 lowECS 0161	[-]	2.19		-0.422	1.72	0.653		0.560	0.480	0.943	0.616
E3SMv3 lowECS 0281	[-]	2.24		-0.369	1.72	0.654		0.561	0.484	0.937	0.616
E3SMv3 lowECS 0311	[-]	2.20		-0.406	1.71	0.722		0.562	0.483	0.924	0.613
IPSL-CM6A-LR	[-]	1.92		-0.659	1.58	0.645		0.584	0.526	0.943	0.645
MIROC-ES2L	[-]	2.81		0.174	1.70	0.699		0.627	0.506	0.936	0.644
NorESM2-LM	[-]	2.06		-0.583	1.82	0.716		0.571	0.459	0.923	0.603
UKESM1-0-LL	[-]	2.42		-0.147	1.66	0.857		0.625	0.471	0.894	0.615

Equatorial Africa Equatorial Asia Global - Land High Latitude South America - Amazon Temperate Latitudes Temporally integrated period mean Temporally integrated period mean bias Temporally integrated period mean bias score Temporally integrated period mean max month Temporally integrated mean phase shift Temporally integrated mean phase shift 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:

Fluxnet2015

  Version:

2015

  Institutions:

The Fluxnet Community

  Source:

Data downloaded from the Fluxnet community data portal https://fluxnet.org/data/download-data/

  History:

2024-05-21: Data downloaded

2025-01-30: Converted to netcdf using https://github.com/rubisco-sfa/ILAMB-Data/blob/master/Fluxnet2015/convert.py

  References:

Pastorello, Gilberto and Trotta, Carlo and Canfora, Eleonora and Chu, Housen and Christianson, Danielle and Cheah, You-Wei and Poindexter, Cristina and Chen, Jiquan and Elbashandy, Abdelrahman and Humphrey, Marty and Isaac, Peter and Polidori, Diego and Ribeca, Alessio and van Ingen, Catharine and Zhang, Leiming and Amiro, Brian and Ammann, Christof and Arain, M. Altaf and Ardö, Jonas and Arkebauer, Timothy and Arndt, Stefan K. and Arriga, Nicola and Aubinet, Marc and Aurela, Mika and Baldocchi, Dennis and Barr, Alan and Beamesderfer, Eric and Marchesini, Luca Belelli and Bergeron, Onil and Beringer, Jason and Bernhofer, Christian and Berveiller, Daniel and Billesbach, Dave and Black, Thomas Andrew and Blanken, Peter D. and Bohrer, Gil and Boike, Julia and Bolstad, Paul V. and Bonal, Damien and Bonnefond, Jean-Marc and Bowling, David R. and Bracho, Rosvel and Brodeur, Jason and Brümmer, Christian and Buchmann, Nina and Burban, Benoit and Burns, Sean P. and Buysse, Pauline and Cale, Peter and Cavagna, Mauro and Cellier, Pierre and Chen, Shiping and Chini, Isaac and Christensen, Torben R. and Cleverly, James and Collalti, Alessio and Consalvo, Claudia and Cook, Bruce D. and Cook, David and Coursolle, Carole and Cremonese, Edoardo and Curtis, Peter S. and D’Andrea, Ettore and da Rocha, Humberto and Dai, Xiaoqin and Davis, Kenneth J. and De Cinti, Bruno and de Grandcourt, Agnes and De Ligne, Anne and De Oliveira, Raimundo C. and Delpierre, Nicolas and Desai, Ankur R. and Di Bella, Carlos Marcelo and di Tommasi, Paul and Dolman, Han and Domingo, Francisco and Dong, Gang and Dore, Sabina and Duce, Pierpaolo and Dufrêne, Eric and Dunn, Allison and Dušek, Jiří and Eamus, Derek and Eichelmann, Uwe and ElKhidir, Hatim Abdalla M. and Eugster, Werner and Ewenz, Cacilia M. and Ewers, Brent and Famulari, Daniela and Fares, Silvano and Feigenwinter, Iris and Feitz, Andrew and Fensholt, Rasmus and Filippa, Gianluca and Fischer, Marc and Frank, John and Galvagno, Marta and Gharun, Mana and Gianelle, Damiano and Gielen, Bert and Gioli, Beniamino and Gitelson, Anatoly and Goded, Ignacio and Goeckede, Mathias and Goldstein, Allen H. and Gough, Christopher M. and Goulden, Michael L. and Graf, Alexander and Griebel, Anne and Gruening, Carsten and Grünwald, Thomas and Hammerle, Albin and Han, Shijie and Han, Xingguo and Hansen, Birger Ulf and Hanson, Chad and Hatakka, Juha and He, Yongtao and Hehn, Markus and Heinesch, Bernard and Hinko-Najera, Nina and Hörtnagl, Lukas and Hutley, Lindsay and Ibrom, Andreas and Ikawa, Hiroki and Jackowicz-Korczynski, Marcin and Janouš, Dalibor and Jans, Wilma and Jassal, Rachhpal and Jiang, Shicheng and Kato, Tomomichi and Khomik, Myroslava and Klatt, Janina and Knohl, Alexander and Knox, Sara and Kobayashi, Hideki and Koerber, Georgia and Kolle, Olaf and Kosugi, Yoshiko and Kotani, Ayumi and Kowalski, Andrew and Kruijt, Bart and Kurbatova, Julia and Kutsch, Werner L. and Kwon, Hyojung and Launiainen, Samuli and Laurila, Tuomas and Law, Bev and Leuning, Ray and Li, Yingnian and Liddell, Michael and Limousin, Jean-Marc and Lion, Marryanna and Liska, Adam J. and Lohila, Annalea and López-Ballesteros, Ana and López-Blanco, Efrén and Loubet, Benjamin and Loustau, Denis and Lucas-Moffat, Antje and Lüers, Johannes and Ma, Siyan and Macfarlane, Craig and Magliulo, Vincenzo and Maier, Regine and Mammarella, Ivan and Manca, Giovanni and Marcolla, Barbara and Margolis, Hank A. and Marras, Serena and Massman, William and Mastepanov, Mikhail and Matamala, Roser and Matthes, Jaclyn Hatala and Mazzenga, Francesco and McCaughey, Harry and McHugh, Ian and McMillan, Andrew M. S. and Merbold, Lutz and Meyer, Wayne and Meyers, Tilden and Miller, Scott D. and Minerbi, Stefano and Moderow, Uta and Monson, Russell K. and Montagnani, Leonardo and Moore, Caitlin E. and Moors, Eddy and Moreaux, Virginie and Moureaux, Christine and Munger, J. 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