Mean State

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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 [-] 114.
norman_atkin_ball-berry_acclim [-] 183. 150. 114. 27.5 0.266 0.829 1.66 1.32 0.481 0.515 0.808 0.913 0.646
norman_atkin_ball-berry_no-acclim [-] 170. 139. 114. 25.8 0.266 0.580 1.52 1.33 0.525 0.525 0.807 0.935 0.663
norman_atkin_medlyn_acclim [-] 187. 154. 114. 28.0 0.266 0.925 1.70 1.31 0.471 0.505 0.811 0.917 0.642
norman_atkin_medlyn_no-acclim [-] 173. 142. 114. 26.2 0.266 0.650 1.53 1.32 0.518 0.520 0.809 0.938 0.661
norman_ryan_ball-berry-acclim [-] 177. 145. 114. 26.7 0.266 0.728 1.64 1.33 0.494 0.508 0.806 0.920 0.647
norman_ryan_ball-berry_no-acclim [-] 166. 136. 114. 25.2 0.266 0.515 1.51 1.35 0.531 0.520 0.803 0.939 0.663
norman_ryan_medlyn-no-acclim [-] 171. 140. 114. 25.7 0.266 0.601 1.52 1.32 0.526 0.515 0.810 0.941 0.661
norman_ryan_medlyn_acclim [-] 183. 150. 114. 27.3 0.266 0.835 1.67 1.27 0.486 0.498 0.819 0.923 0.645
two-stream_atkin_ball-berry_acclim [-] 180. 148. 114. 27.1 0.266 0.787 1.64 1.35 0.488 0.513 0.802 0.921 0.647
two-stream_atkin_ball-berry_no-acclim [-] 167. 137. 114. 25.4 0.266 0.532 1.49 1.33 0.531 0.523 0.807 0.943 0.665
two-stream_atkin_medlyn_acclim [-] 185. 152. 114. 27.7 0.266 0.883 1.67 1.32 0.476 0.503 0.810 0.925 0.643
two-stream_atkin_medlyn_no-acclim [-] 171. 140. 114. 25.8 0.266 0.600 1.51 1.32 0.524 0.518 0.807 0.946 0.663
two-stream_ryan_ball-berry_acclim [-] 175. 143. 114. 26.3 0.266 0.679 1.62 1.32 0.502 0.506 0.809 0.928 0.650
two-stream_ryan_ball-berry_no-acclim [-] 164. 134. 114. 24.8 0.266 0.463 1.49 1.33 0.538 0.518 0.807 0.947 0.666
two-stream_ryan_medlyn_acclim [-] 180. 148. 114. 26.9 0.266 0.788 1.65 1.27 0.493 0.496 0.822 0.932 0.648
two-stream_ryan_medlyn_no-acclim [-] 168. 138. 114. 25.3 0.266 0.548 1.50 1.32 0.532 0.513 0.809 0.949 0.663

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
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BIAS SCORE
Data not available
Data not available
RMSE
Data not available
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RMSE SCORE
Data not available
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BENCHMARK MAX MONTH
Data not available
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MODEL MAX MONTH
Data not available
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DIFFERENCE IN MAX MONTH
Data not available
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SEASONAL CYCLE SCORE
Data not available
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SPATIAL TAYLOR DIAGRAM
Data not available
MODEL COLORS
Data not available

Spatially integrated regional mean

MODEL COLORS
Data not available
REGIONAL MEAN
Data not available
ANNUAL CYCLE
Data not available
MONTHLY ANOMALY
Data not available
ANNUAL CYCLE
Data not available

Relationships

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Evapotranspiration|GLEAMv3.3a Hellinger Distance [1]
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceDownwardSWRadiation|CERESed4.1 Hellinger Distance [1]
SurfaceNetSWRadiation|CERESed4.1 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Evapotranspiration|GLEAMv3.3a Score [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceDownwardSWRadiation|CERESed4.1 Score [1]
SurfaceNetSWRadiation|CERESed4.1 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
norman_atkin_ball-berry_acclim [-] 0.506 0.634 0.678 0.644 0.639 0.629 0.689 0.670 0.655 0.757 0.680
norman_atkin_ball-berry_no-acclim [-] 0.509 0.653 0.692 0.656 0.693 0.655 0.752 0.698 0.683 0.795 0.717
norman_atkin_medlyn_acclim [-] 0.513 0.607 0.673 0.639 0.634 0.645 0.679 0.667 0.640 0.745 0.675
norman_atkin_medlyn_no-acclim [-] 0.519 0.632 0.686 0.648 0.687 0.657 0.745 0.701 0.676 0.791 0.714
norman_ryan_ball-berry-acclim [-] 0.536 0.645 0.684 0.650 0.660 0.690 0.701 0.687 0.670 0.765 0.703
norman_ryan_ball-berry_no-acclim [-] 0.535 0.654 0.693 0.665 0.690 0.709 0.758 0.708 0.694 0.795 0.733
norman_ryan_medlyn-no-acclim [-] 0.571 0.630 0.684 0.651 0.689 0.727 0.746 0.713 0.681 0.795 0.733
norman_ryan_medlyn_acclim [-] 0.559 0.599 0.674 0.637 0.632 0.690 0.687 0.686 0.649 0.761 0.695
two-stream_atkin_ball-berry_acclim [-] 0.501 0.624 0.677 0.655 0.647 0.665 0.701 0.682 0.659 0.764 0.694
two-stream_atkin_ball-berry_no-acclim [-] 0.506 0.656 0.702 0.676 0.690 0.687 0.768 0.710 0.686 0.792 0.729
two-stream_atkin_medlyn_acclim [-] 0.530 0.593 0.672 0.652 0.636 0.668 0.692 0.678 0.650 0.752 0.688
two-stream_atkin_medlyn_no-acclim [-] 0.524 0.630 0.697 0.680 0.681 0.695 0.762 0.713 0.683 0.798 0.730
two-stream_ryan_ball-berry_acclim [-] 0.554 0.646 0.679 0.661 0.659 0.724 0.714 0.699 0.684 0.772 0.719
two-stream_ryan_ball-berry_no-acclim [-] 0.553 0.663 0.698 0.685 0.704 0.760 0.774 0.720 0.704 0.797 0.751
two-stream_ryan_medlyn_acclim [-] 0.577 0.595 0.665 0.650 0.644 0.738 0.701 0.698 0.675 0.762 0.715
two-stream_ryan_medlyn_no-acclim [-] 0.608 0.625 0.703 0.690 0.701 0.773 0.764 0.726 0.700 0.798 0.752

Evapotranspiration/GLEAMv3.3a

Data not available
Data not available
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Precipitation/GPCPv2.3

Data not available
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SurfaceDownwardSWRadiation/CERESed4.1

Data not available
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SurfaceNetSWRadiation/CERESed4.1

Data not available
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SurfaceAirTemperature/CRU4.02

Data not available
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All Models

Benchmark
Data not available
Data not available
norman_atkin_ball-berry_acclim
Data not available
Data not available
norman_atkin_ball-berry_no-acclim
Data not available
Data not available
norman_atkin_medlyn_acclim
Data not available
Data not available
norman_atkin_medlyn_no-acclim
Data not available
Data not available
norman_ryan_ball-berry-acclim
Data not available
Data not available
norman_ryan_ball-berry_no-acclim
Data not available
Data not available
norman_ryan_medlyn-no-acclim
Data not available
Data not available
norman_ryan_medlyn_acclim
Data not available
Data not available
two-stream_atkin_ball-berry_acclim
Data not available
Data not available
two-stream_atkin_ball-berry_no-acclim
Data not available
Data not available
two-stream_atkin_medlyn_acclim
Data not available
Data not available
two-stream_atkin_medlyn_no-acclim
Data not available
Data not available
two-stream_ryan_ball-berry_acclim
Data not available
Data not available
two-stream_ryan_ball-berry_no-acclim
Data not available
Data not available
two-stream_ryan_medlyn_acclim
Data not available
Data not available
two-stream_ryan_medlyn_no-acclim
Data not available
Data not available

Data Information

  Title:
FLUXCOM (RS+METEO) Global Land Carbon Fluxes using CRUNCEP climate data

  Version:
1

  Institutions:
Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Germany

  Source:
Data generated by Artificial Neural Networks and forced with CRUNCEPv6 meteorological data and MODIS (RS+METEO)

  History:
2020-08-25: downloaded source from ftp://ftp.bgc-jena.mpg.de/pub/outgoing/FluxCom/CarbonFluxes_v1_2017/RS+METEO/CRUNCEPv6/raw/monthly/
2020-08-25: converted to netCDF, additionally we apply a mask where |var|<1e-15 for all time.

  References:
Jung, M., M. Reichstein, C.R. Schwalm, C. Huntingford, S. Sitch, A. Ahlstrom, A. Arneth, G. Camps-Valls, P. Ciais, P. Friedlingstein, F. Gans, K. Ichii, A.K. Jain, E. Kato, D. Papale, B. Poulter, B. Raduly, C. Rodenbeck, G. Tramontana, N. Viovy, Y.P. Wang, U. Weber, S. Zaehle and N. Zeng (2017), Compensatory water effects link yearly global land CO2 sink changes to temperature, Nature, 541, 516-520, doi:10.1038/nature20780

Tramontana, G., M. Jung, C.R. Schwalm, K. Ichii, G. Camps-Valls, B. Raduly, M. Reichstein, M.A. Arain, A. Cescatti, G. Kiely, L. Merbold, P. Serrano-Ortiz, S. Sickert, S. Wolf, and D. Papale (2016), Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms, Biogeosciences, 13, 4291-4313, doi:10.5194/bg-13-4291-2016

  Comments:
time_period: 1980-01 through 2013-12
temporal_resolution: monthly
spatial_resolution: 0.5 degree
units: g m-2 day-1

  Convention:
CF-1.8