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 [-] 0.321
elm_cruncep [-] 4.29e-08 5.08e-08 0.323 6.96e-09 0.0705 -0.325 0.616 2.27 0.630 0.493 0.746 4.56e-14 0.473
elm_cruncep_oldfire [-] 5.18e-08 6.11e-08 0.323 9.05e-09 0.0705 -0.325 0.616 2.20 0.630 0.493 0.756 6.21e-14 0.475
elm_gswp3 [-] 5.64e-08 6.31e-08 0.337 1.55e-11 0.0338 -0.337 0.643 2.12 0.629 0.491 0.766 6.44e-14 0.476

Temporally integrated period mean

BENCHMARK MEAN
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MODEL MEAN
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BIAS
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BIAS SCORE
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RMSE
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RMSE SCORE
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BENCHMARK MAX MONTH
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MODEL MAX MONTH
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DIFFERENCE IN MAX MONTH
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SEASONAL CYCLE SCORE
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SPATIAL TAYLOR DIAGRAM
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MODEL COLORS
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Spatially integrated regional mean

MODEL COLORS
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REGIONAL MEAN
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ANNUAL CYCLE
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MONTHLY ANOMALY
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ANNUAL CYCLE
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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]
elm_cruncep [-] 0.842 0.848 0.368 0.368 0.368
elm_cruncep_oldfire [-] 0.842 0.849 0.368 0.368 0.368
elm_gswp3 [-] 0.859 0.864 0.368 0.368 0.368

Precipitation/GPCPv2.3

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SurfaceAirTemperature/CRU4.02

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All Models

Benchmark
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elm_cruncep
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elm_cruncep_oldfire
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elm_gswp3
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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