Mean State

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Period Mean (original grids) [%]
Model Period Mean (intersection) [%]
Benchmark Period Mean (intersection) [%]
Model Period Mean (complement) [%]
Benchmark Period Mean (complement) [%]
Bias [%]
RMSE [%]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.58
CMIP6 ens [-] 0.445 0.813 1.57 0.0318 2.65 -0.762 3.19 2.08 0.734 0.410 0.640 0.473 0.533
E3SMv3 default [-] 0.457 0.467 1.58 0.00624 0.00520 -1.12 2.98 1.89 0.684 0.440 0.758 0.381 0.541
E3SMv3 highECS [-] 0.441 0.451 1.58 0.00580 0.00520 -1.13 2.97 1.89 0.684 0.440 0.735 0.377 0.536
E3SMv3 lowECS [-] 0.387 0.395 1.58 0.00426 0.00520 -1.19 2.98 1.70 0.672 0.440 0.797 0.240 0.518
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Period Mean (original grids) [%]
Model Period Mean (intersection) [%]
Benchmark Period Mean (intersection) [%]
Model Period Mean (complement) [%]
Benchmark Period Mean (complement) [%]
Bias [%]
RMSE [%]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0552
CMIP6 ens [-] 0.0491 0.0804 0.0552 0.0335 0.0252 0.156 1.35 0.764 0.596 0.899 0.645 0.700
E3SMv3 default [-] 0.0785 0.0814 0.0579 0.0443 0.00316 0.0235 0.170 1.62 0.773 0.585 0.871 0.706 0.704
E3SMv3 highECS [-] 0.0715 0.0738 0.0579 0.0435 0.00316 0.0159 0.166 1.68 0.773 0.589 0.841 0.690 0.696
E3SMv3 lowECS [-] 0.0526 0.0546 0.0579 0.0298 0.00316 -0.00336 0.150 2.00 0.772 0.591 0.819 0.673 0.689
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Period Mean (original grids) [%]
Model Period Mean (intersection) [%]
Benchmark Period Mean (intersection) [%]
Model Period Mean (complement) [%]
Benchmark Period Mean (complement) [%]
Bias [%]
RMSE [%]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.325
CMIP6 ens [-] 0.216 0.283 0.325 0.0381 0.598 -0.0414 0.740 2.05 0.741 0.464 0.711 0.663 0.609
E3SMv3 default [-] 0.165 0.191 0.327 0.00472 0.00508 -0.136 0.691 2.20 0.705 0.485 0.726 0.477 0.576
E3SMv3 highECS [-] 0.162 0.187 0.327 0.00483 0.00508 -0.140 0.689 2.20 0.705 0.485 0.717 0.470 0.573
E3SMv3 lowECS [-] 0.148 0.171 0.327 0.00416 0.00508 -0.156 0.682 2.19 0.698 0.485 0.746 0.383 0.560
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Period Mean (original grids) [%]
Model Period Mean (intersection) [%]
Benchmark Period Mean (intersection) [%]
Model Period Mean (complement) [%]
Benchmark Period Mean (complement) [%]
Bias [%]
RMSE [%]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0501
CMIP6 ens [-] 0.0117 0.0229 0.0502 0.000202 0.00984 -0.0273 0.114 2.22 0.833 0.671 0.789 0.475 0.688
E3SMv3 default [-] 0.0325 0.0356 0.0503 0.00148 0.00259 -0.0147 0.146 2.37 0.812 0.646 0.695 0.586 0.677
E3SMv3 highECS [-] 0.0348 0.0380 0.0503 0.00183 0.00259 -0.0122 0.152 2.38 0.810 0.645 0.700 0.595 0.679
E3SMv3 lowECS [-] 0.0317 0.0348 0.0503 0.00137 0.00259 -0.0155 0.145 2.38 0.810 0.646 0.701 0.582 0.677
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Period Mean (original grids) [%]
Model Period Mean (intersection) [%]
Benchmark Period Mean (intersection) [%]
Model Period Mean (complement) [%]
Benchmark Period Mean (complement) [%]
Bias [%]
RMSE [%]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.131
CMIP6 ens [-] 0.170 0.176 0.131 0.0512 0.0448 0.312 1.51 0.704 0.510 0.853 0.731 0.661
E3SMv3 default [-] 0.158 0.159 0.131 0.0128 0.000260 0.0282 0.309 1.62 0.719 0.510 0.893 0.718 0.670
E3SMv3 highECS [-] 0.161 0.162 0.131 0.00734 0.000260 0.0308 0.312 1.65 0.715 0.506 0.885 0.714 0.665
E3SMv3 lowECS [-] 0.170 0.171 0.131 0.00963 0.000260 0.0405 0.317 1.58 0.715 0.493 0.889 0.754 0.669
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Period Mean (original grids) [%]
Model Period Mean (intersection) [%]
Benchmark Period Mean (intersection) [%]
Model Period Mean (complement) [%]
Benchmark Period Mean (complement) [%]
Bias [%]
RMSE [%]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0637
CMIP6 ens [-] 0.0568 0.0853 0.0639 0.0239 0.0143 0.0214 0.218 2.16 0.791 0.628 0.784 0.625 0.691
E3SMv3 default [-] 0.0471 0.0499 0.0639 0.0113 0.00373 -0.0140 0.188 2.35 0.792 0.638 0.670 0.566 0.661
E3SMv3 highECS [-] 0.0507 0.0537 0.0639 0.0126 0.00373 -0.0102 0.197 2.36 0.790 0.636 0.672 0.577 0.662
E3SMv3 lowECS [-] 0.0437 0.0464 0.0639 0.00931 0.00373 -0.0175 0.182 2.36 0.792 0.640 0.678 0.554 0.661

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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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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Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CMIP6 ens [-] 0.670 0.759 0.465 0.519 0.492
E3SMv3 default [-] 0.729 0.804 0.504 0.476 0.490
E3SMv3 highECS [-] 0.720 0.804 0.503 0.469 0.486
E3SMv3 lowECS [-] 0.719 0.777 0.481 0.476 0.479
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Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CMIP6 ens [-] 0.686 0.818 0.249 0.780 0.515
E3SMv3 default [-] 0.688 0.862 0.196 0.586 0.391
E3SMv3 highECS [-] 0.708 0.906 0.203 0.663 0.433
E3SMv3 lowECS [-] 0.716 0.863 0.242 0.729 0.485
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Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CMIP6 ens [-] 0.727 0.751 0.627 0.664 0.645
E3SMv3 default [-] 0.848 0.879 0.542 0.554 0.548
E3SMv3 highECS [-] 0.850 0.886 0.533 0.544 0.539
E3SMv3 lowECS [-] 0.853 0.875 0.522 0.542 0.532
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Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CMIP6 ens [-] 0.703 0.733 0.460 0.485 0.472
E3SMv3 default [-] 0.808 0.885 0.566 0.720 0.643
E3SMv3 highECS [-] 0.791 0.859 0.566 0.646 0.606
E3SMv3 lowECS [-] 0.814 0.893 0.585 0.732 0.659
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Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CMIP6 ens [-] 0.602 0.866 0.474 0.729 0.602
E3SMv3 default [-] 0.769 0.662 0.410 0.476 0.443
E3SMv3 highECS [-] 0.720 0.791 0.373 0.515 0.444
E3SMv3 lowECS [-] 0.595 0.732 0.477 0.608 0.542
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Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CMIP6 ens [-] 0.734 0.831 0.749 0.493 0.621
E3SMv3 default [-] 0.829 0.912 0.663 0.712 0.688
E3SMv3 highECS [-] 0.820 0.887 0.634 0.702 0.668
E3SMv3 lowECS [-] 0.834 0.912 0.656 0.694 0.675

Precipitation/GPCPv2.3

Data not available
Data not available
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SurfaceAirTemperature/CRU4.02

Data not available
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All Models

Benchmark
Data not available
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CMIP6 ens
Data not available
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E3SMv3 default
Data not available
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E3SMv3 highECS
Data not available
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E3SMv3 lowECS
Data not available
Data not available

Data Information

  Title:
GFED version 4.1 burned area fraction with small fires (GFED4.1s)

  Version:
4.1s

  Institutions:
VU University Amsterdam, Faculty of Earth and Life Sciences, Earth and Climate Cluster, Netherlands
Goddard Space Flight Center, USA
University of California Irvine, Department of Earth System Science, USA

  Source:
Satellite (MODIS Terra and Aqua) derived product

  History:
2019-03-13: downloaded source from https://www.geo.vu.nl/~gwerf/GFED/GFED4/
2019-05-07: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-ba-gfed.py

  References:
van der Werf, G.R., J.T. Randerson, L. Giglio, T.T. van Leeuwen, Y. Chen, B.M. Rogers, M. Mu, M.J.E. van Marle, D.C. Morton, G.J. Collatz, R.J. Yokelson, and P.S. Kasibhatla (2017), Global fire emissions estimates during 1997-2016, Earth Syst. Sci. Data, 9, 697-720, doi:10.5194/essd-9-697-2017

Giglio, L., J.T. Randerson and G.R. van der Werf (2013), Analysis of daily, monthly, and annual burned area using the fourth-generation global fire emissions database (GFED4), J. of Geophys. Res.-Biogeosciences, 118(1), 317-328, doi:10.1002/jgrg.20042

Randerson, J.T., Y. Chen, G.R. van der Werf, B.M. Rogers and D.C. Morton (2012), Global burned area and biomass burning emissions from small fires, J. of Geophys. Res.-Biogeosciences, 117(G4), G04012, doi:10.1029/2012JG002128

  Comments:
time_period: 1997-01 through 2016-12
original_temporal_resolution: monthly
original_spatial_resolution: 0.25 degree
original_units: fractions
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: %

  Convention:
CF-1.7