Mean State

Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.532
BCC-CSM2-MR [-] 0.651 0.654 0.534 0.603 0.502 0.119 1.46 0.439 0.816 0.876 0.710
CanESM5 [-] 0.592 0.592 0.534 0.559 0.323 0.0578 1.24 0.580 0.861 0.941 0.794
CESM2 [-] 0.561 0.560 0.535 0.573 0.0260 1.32 0.590 0.821 0.975 0.795
GFDL-ESM4 [-] 0.743 0.748 0.533 0.668 0.487 0.214 1.32 0.197 0.843 0.886 0.642
IPSL-CM6A-LR [-] 0.622 0.622 0.534 0.605 0.345 0.0883 1.64 0.540 0.752 0.968 0.753
MeanCMIP6 [-] 0.642 0.645 0.532 0.602 0.113 1.20 0.415 0.854 0.993 0.754
MIROC-ESM2L [-] 0.695 0.705 0.533 0.620 0.172 1.82 0.286 0.749 0.754 0.596
MPI-ESM1.2-HR [-] 0.624 0.631 0.535 0.526 0.455 0.0963 1.56 0.440 0.777 0.653 0.623
NorESM2-LM [-] 0.579 0.580 0.534 0.568 0.0448 1.42 0.595 0.804 0.948 0.782
UKESM1-0-LL [-] 0.614 0.615 0.534 0.581 0.0813 1.05 0.533 0.879 0.995 0.802
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.478
BCC-CSM2-MR [-] 0.537 0.500 0.478 0.729 0.449 0.0243 1.96 0.467 0.716 0.953 0.712
CanESM5 [-] 0.576 0.549 0.478 0.701 0.377 0.0716 1.87 0.432 0.749 0.956 0.712
CESM2 [-] 0.526 0.489 0.478 0.716 0.406 0.0143 1.81 0.521 0.765 0.978 0.754
GFDL-ESM4 [-] 0.615 0.584 0.478 0.766 0.592 0.106 2.06 0.362 0.685 0.892 0.646
IPSL-CM6A-LR [-] 0.565 0.533 0.478 0.735 0.395 0.0568 1.83 0.533 0.743 0.971 0.749
MeanCMIP6 [-] 0.573 0.539 0.476 0.747 0.475 0.0627 1.64 0.527 0.776 0.976 0.760
MIROC-ESM2L [-] 0.645 0.617 0.478 0.739 0.481 0.140 2.19 0.303 0.675 0.909 0.629
MPI-ESM1.2-HR [-] 0.514 0.483 0.478 0.669 0.422 0.00946 1.85 0.406 0.715 0.837 0.653
NorESM2-LM [-] 0.526 0.492 0.478 0.696 0.415 0.0154 1.77 0.512 0.767 0.971 0.750
UKESM1-0-LL [-] 0.567 0.529 0.478 0.739 0.461 0.0537 1.67 0.461 0.763 0.921 0.715
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.219
BCC-CSM2-MR [-] 0.237 0.214 0.217 0.700 0.000574 2.09 0.571 0.745 0.788 0.701
CanESM5 [-] 0.321 0.290 0.218 0.715 0.0728 2.28 0.462 0.720 0.685 0.622
CESM2 [-] 0.264 0.241 0.218 0.671 0.0266 2.38 0.632 0.692 0.841 0.721
GFDL-ESM4 [-] 0.271 0.245 0.218 0.748 0.0286 2.02 0.552 0.765 0.768 0.695
IPSL-CM6A-LR [-] 0.303 0.271 0.221 0.696 0.0515 2.00 0.500 0.787 0.706 0.664
MeanCMIP6 [-] 0.273 0.246 0.217 0.775 0.0285 1.77 0.610 0.803 0.865 0.759
MIROC-ESM2L [-] 0.329 0.309 0.218 0.637 0.0927 2.31 0.438 0.690 0.660 0.596
MPI-ESM1.2-HR [-] 0.154 0.126 0.219 0.644 -0.0850 1.71 0.416 0.791 0.756 0.654
NorESM2-LM [-] 0.259 0.237 0.218 0.661 0.0211 2.23 0.561 0.712 0.780 0.684
UKESM1-0-LL [-] 0.244 0.210 0.219 0.737 -0.00561 1.63 0.558 0.817 0.717 0.697
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.293
BCC-CSM2-MR [-] 0.335 0.328 0.289 0.600 0.0456 2.03 0.505 0.674 0.633 0.604
CanESM5 [-] 0.381 0.376 0.291 0.608 0.0909 2.38 0.362 0.640 0.452 0.484
CESM2 [-] 0.312 0.304 0.289 0.581 0.0204 2.54 0.530 0.614 0.705 0.616
GFDL-ESM4 [-] 0.300 0.295 0.291 0.680 0.00457 2.06 0.523 0.685 0.680 0.630
IPSL-CM6A-LR [-] 0.335 0.336 0.291 0.593 0.264 0.0437 2.13 0.410 0.683 0.468 0.521
MeanCMIP6 [-] 0.339 0.332 0.293 0.666 0.0392 1.94 0.561 0.713 0.848 0.707
MIROC-ESM2L [-] 0.449 0.442 0.291 0.647 0.154 2.27 0.365 0.643 0.526 0.512
MPI-ESM1.2-HR [-] 0.221 0.217 0.289 0.674 -0.0628 2.09 0.421 0.667 0.574 0.554
NorESM2-LM [-] 0.308 0.307 0.292 0.585 0.0162 2.40 0.475 0.644 0.685 0.601
UKESM1-0-LL [-] 0.308 0.307 0.290 0.704 0.0178 2.17 0.450 0.675 0.502 0.542
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.566
BCC-CSM2-MR [-] 0.700 0.706 0.568 0.715 0.417 0.153 2.59 0.361 0.580 0.877 0.606
CanESM5 [-] 0.679 0.694 0.575 0.674 0.421 0.122 2.10 0.346 0.651 0.929 0.642
CESM2 [-] 0.643 0.634 0.570 0.702 0.0790 1.60 0.497 0.756 0.986 0.746
GFDL-ESM4 [-] 0.803 0.802 0.560 0.807 0.237 2.13 0.224 0.682 0.752 0.553
IPSL-CM6A-LR [-] 0.652 0.656 0.564 0.689 0.0933 2.56 0.478 0.568 0.904 0.650
MeanCMIP6 [-] 0.729 0.722 0.568 0.752 0.154 2.21 0.323 0.652 0.876 0.617
MIROC-ESM2L [-] 0.720 0.793 0.571 0.739 0.214 2.87 0.182 0.519 0.850 0.517
MPI-ESM1.2-HR [-] 0.658 0.667 0.560 0.649 0.415 0.122 2.43 0.352 0.601 0.973 0.642
NorESM2-LM [-] 0.645 0.629 0.565 0.682 0.0779 1.57 0.560 0.758 0.985 0.767
UKESM1-0-LL [-] 0.732 0.736 0.569 0.741 0.176 1.70 0.243 0.723 0.915 0.627
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.629
BCC-CSM2-MR [-] 0.636 0.627 0.630 0.708 -0.000614 2.73 0.479 0.551 0.927 0.653
CanESM5 [-] 0.698 0.702 0.628 0.692 0.428 0.0731 1.70 0.493 0.751 0.973 0.739
CESM2 [-] 0.597 0.587 0.630 0.688 -0.0398 1.56 0.491 0.775 0.993 0.753
GFDL-ESM4 [-] 0.797 0.803 0.629 0.766 0.172 2.43 0.233 0.615 0.941 0.596
IPSL-CM6A-LR [-] 0.655 0.649 0.629 0.693 0.0213 2.18 0.644 0.658 0.975 0.759
MeanCMIP6 [-] 0.694 0.691 0.628 0.719 0.0631 2.07 0.591 0.670 0.969 0.743
MIROC-ESM2L [-] 0.754 0.757 0.628 0.753 0.128 2.42 0.328 0.621 0.861 0.604
MPI-ESM1.2-HR [-] 0.711 0.717 0.629 0.668 0.437 0.0876 1.96 0.396 0.701 0.790 0.629
NorESM2-LM [-] 0.601 0.598 0.629 0.680 -0.0297 1.55 0.505 0.777 0.990 0.757
UKESM1-0-LL [-] 0.702 0.696 0.629 0.732 0.0690 1.67 0.548 0.760 0.993 0.767
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.749
BCC-CSM2-MR [-] 0.777 0.754 0.749 0.884 0.00603 2.05 0.237 0.689 0.731 0.553
CanESM5 [-] 0.787 0.757 0.749 0.872 0.00947 2.09 0.167 0.687 0.386 0.413
CESM2 [-] 0.770 0.752 0.749 0.851 0.00587 1.85 0.438 0.725 0.995 0.719
GFDL-ESM4 [-] 0.846 0.836 0.749 0.893 0.0869 3.27 0.157 0.455 0.893 0.501
IPSL-CM6A-LR [-] 0.801 0.787 0.749 0.864 0.0397 1.85 0.392 0.734 0.910 0.679
MeanCMIP6 [-] 0.820 0.804 0.746 0.889 0.0579 1.76 0.302 0.739 0.989 0.677
MIROC-ESM2L [-] 0.909 0.906 0.749 0.932 0.451 0.156 2.16 0.0641 0.668 0.915 0.549
MPI-ESM1.2-HR [-] 0.809 0.811 0.749 0.801 0.0559 3.02 0.139 0.497 0.364 0.333
NorESM2-LM [-] 0.732 0.725 0.749 0.835 -0.0222 1.86 0.288 0.729 0.985 0.668
UKESM1-0-LL [-] 0.868 0.855 0.749 0.914 0.108 3.21 0.110 0.459 0.948 0.506
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.614
BCC-CSM2-MR [-] 0.628 0.597 0.613 0.838 -0.0134 1.53 0.482 0.786 0.876 0.714
CanESM5 [-] 0.686 0.673 0.613 0.838 0.0619 1.83 0.366 0.732 0.786 0.628
CESM2 [-] 0.641 0.613 0.613 0.817 0.00403 1.64 0.528 0.775 0.918 0.740
GFDL-ESM4 [-] 0.721 0.703 0.614 0.859 0.0899 2.15 0.468 0.667 0.980 0.705
IPSL-CM6A-LR [-] 0.691 0.666 0.615 0.838 0.0522 1.51 0.572 0.787 0.980 0.780
MeanCMIP6 [-] 0.693 0.669 0.612 0.858 0.0567 1.31 0.578 0.827 0.989 0.798
MIROC-ESM2L [-] 0.777 0.769 0.613 0.861 0.157 2.15 0.296 0.670 0.881 0.616
MPI-ESM1.2-HR [-] 0.644 0.627 0.613 0.760 0.705 0.0192 1.96 0.389 0.692 0.597 0.559
NorESM2-LM [-] 0.643 0.615 0.614 0.810 0.00407 1.60 0.550 0.777 0.948 0.758
UKESM1-0-LL [-] 0.706 0.680 0.614 0.872 0.0690 1.70 0.427 0.755 0.766 0.650
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.495
BCC-CSM2-MR [-] 0.613 0.624 0.496 0.529 0.439 0.127 1.36 0.361 0.830 0.934 0.708
CanESM5 [-] 0.573 0.581 0.498 0.513 0.405 0.0818 0.902 0.505 0.914 0.932 0.784
CESM2 [-] 0.583 0.594 0.496 0.524 0.403 0.0944 1.16 0.419 0.860 0.782 0.687
GFDL-ESM4 [-] 0.693 0.716 0.495 0.576 0.641 0.221 1.06 0.152 0.885 0.872 0.636
IPSL-CM6A-LR [-] 0.590 0.596 0.496 0.555 0.445 0.0995 1.34 0.424 0.829 0.881 0.711
MeanCMIP6 [-] 0.620 0.633 0.494 0.542 0.495 0.139 1.16 0.296 0.873 0.997 0.722
MIROC-ESM2L [-] 0.670 0.686 0.495 0.604 0.342 0.187 1.62 0.219 0.784 0.501 0.501
MPI-ESM1.2-HR [-] 0.548 0.572 0.496 0.393 0.402 0.0758 1.06 0.438 0.885 0.609 0.644
NorESM2-LM [-] 0.601 0.607 0.497 0.527 0.417 0.108 1.35 0.411 0.832 0.717 0.654
UKESM1-0-LL [-] 0.612 0.624 0.496 0.546 0.455 0.128 1.07 0.352 0.885 0.989 0.742
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.517
BCC-CSM2-MR [-] 0.523 0.508 0.513 0.728 -0.00423 2.68 0.519 0.562 0.969 0.684
CanESM5 [-] 0.616 0.609 0.518 0.698 0.312 0.0918 2.19 0.448 0.660 0.948 0.685
CESM2 [-] 0.505 0.492 0.513 0.692 -0.0175 1.80 0.496 0.735 0.977 0.736
GFDL-ESM4 [-] 0.627 0.619 0.516 0.775 0.103 2.65 0.417 0.557 0.858 0.611
IPSL-CM6A-LR [-] 0.580 0.569 0.516 0.731 0.0539 2.17 0.514 0.656 0.983 0.718
MeanCMIP6 [-] 0.575 0.563 0.516 0.761 0.0475 2.14 0.612 0.654 0.992 0.753
MIROC-ESM2L [-] 0.643 0.638 0.517 0.733 0.123 2.50 0.339 0.607 0.786 0.577
MPI-ESM1.2-HR [-] 0.509 0.501 0.514 0.659 -0.00863 2.18 0.502 0.654 0.839 0.665
NorESM2-LM [-] 0.508 0.495 0.516 0.701 -0.0204 1.70 0.484 0.756 0.966 0.735
UKESM1-0-LL [-] 0.557 0.548 0.513 0.748 0.0367 1.94 0.529 0.705 0.945 0.726

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
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BIAS
Data not available
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BIAS 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

All Models

Benchmark
Data not available
Data not available
BCC-CSM2-MR
Data not available
Data not available
CanESM5
Data not available
Data not available
CESM2
Data not available
Data not available
GFDL-ESM4
Data not available
Data not available
IPSL-CM6A-LR
Data not available
Data not available
MeanCMIP6
Data not available
Data not available
MIROC-ESM2L
Data not available
Data not available
MPI-ESM1.2-HR
Data not available
Data not available
NorESM2-LM
Data not available
Data not available
UKESM1-0-LL
Data not available
Data not available

Data Information

  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:
2020-11-02: downloaded https://avdc.gsfc.nasa.gov/pub/data/project/WECANN/WECANN_v1.0.nc
2020-11-02: 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: W/m^2

  Convention:
CF-1.8