Mean State

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Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.56
ACCESS-ESM1-5 [-] 2.09 2.17 1.56 1.36 0.614 1.03 1.60 0.426 0.420 0.728 0.953 0.589
CESM2 [-] 1.70 1.69 1.56 1.31 0.139 0.737 1.53 0.575 0.496 0.760 0.969 0.659
ENSEMBLE-CMIP6 [-] 1.71 1.93 1.56 1.28 0.372 0.719 1.35 0.566 0.531 0.769 0.969 0.673
NorESM2-LM [-] 1.69 1.69 1.56 1.22 0.136 0.758 1.50 0.567 0.491 0.761 0.963 0.655
UKESM1-0-LL [-] 1.82 1.85 1.56 1.30 0.291 0.748 1.33 0.550 0.503 0.763 0.946 0.653

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]
ACCESS-ESM1-5 [-] 0.539 0.647 0.840 0.682 0.761
CESM2 [-] 0.616 0.713 0.892 0.770 0.831
ENSEMBLE-CMIP6 [-] 0.582 0.731 0.877 0.739 0.808
NorESM2-LM [-] 0.591 0.687 0.891 0.759 0.825
UKESM1-0-LL [-] 0.578 0.727 0.851 0.781 0.816

Precipitation/GPCPv2.3

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SurfaceAirTemperature/CRU4.02

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All Models

Benchmark
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ACCESS-ESM1-5
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CESM2
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ENSEMBLE-CMIP6
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NorESM2-LM
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UKESM1-0-LL
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Data Information

  Title:
MODIS Global Terrestrial Evaportranspiration

  Version:
MOD16A2

  Institutions:
Numerical Terradynamic Simulation Group, University of Montana, USA

  Source:
MODIS (MOD16A2 level 4) global terrestrial evapotranspiration (ET) based on the Penman-Monteith (P-M) algorithm with MERRA meteorological forcings

  History:
2019-08-19: downloaded source from http://files.ntsg.umt.edu/data/NTSG_Products/MOD16/
2019-08-21: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-et-modisA2.py

  References:
Mu, Q.Z., M. Zhao, and S.W. Running (2011), Improvements to a MODIS global terrestrial evapotranspiration algorithm, Remote Sensing of Environment, 115, 1781-1800, doi:10.1016/j.rse.2011.02.019

  Comments:
time_period: 2000-01 through 2014-12
original_temporal_resolution: monthly
original_spatial_resolution: 0.5 degree
original_units: mm/month
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: kg/m2/s

  Convention:
CF-1.7