Mean State

Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 22.5
BCC-CSM2-MR [-] 30.8 31.0 22.5 29.2 8.42 12.6 0.402 0.701 0.715 0.965 0.755 0.770
CanESM5 [-] 30.0 30.1 22.5 29.4 7.49 15.3 0.538 0.701 0.604 0.942 0.696 0.709
CESM2 [-] 28.6 28.8 22.5 27.1 6.48 11.0 0.396 0.751 0.721 0.963 0.805 0.792
GFDL-ESM4 [-] 37.8 38.4 22.5 35.4 15.9 19.1 0.388 0.520 0.658 0.970 0.792 0.720
IPSL-CM6A-LR [-] 31.9 32.2 22.5 31.1 9.79 13.9 0.411 0.646 0.695 0.958 0.794 0.758
MeanCMIP6 [-] 32.7 33.5 22.5 31.5 10.9 13.1 0.215 0.626 0.744 0.981 0.868 0.793
MIROC-ESM2L [-] 42.6 43.3 22.5 38.5 20.5 24.2 0.483 0.458 0.627 0.952 0.454 0.623
MPI-ESM1.2-HR [-] 38.2 38.6 22.5 34.8 15.9 20.4 0.585 0.512 0.618 0.954 0.627 0.665
NorESM2-LM [-] 27.1 27.5 22.5 24.4 5.02 11.2 0.400 0.782 0.699 0.964 0.782 0.785
UKESM1-0-LL [-] 31.5 31.5 22.5 30.4 8.90 13.9 0.248 0.693 0.653 0.973 0.841 0.763
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 31.8
BCC-CSM2-MR [-] 41.6 39.8 31.8 61.1 9.00 15.8 1.15 0.498 0.451 0.798 0.932 0.626
CanESM5 [-] 44.2 42.0 31.8 61.9 12.3 21.9 1.31 0.380 0.380 0.780 0.883 0.561
CESM2 [-] 38.6 37.1 31.8 56.0 6.34 13.5 1.12 0.552 0.507 0.807 0.960 0.667
GFDL-ESM4 [-] 49.7 43.7 31.8 76.6 11.9 17.8 1.15 0.422 0.441 0.796 0.928 0.606
IPSL-CM6A-LR [-] 43.9 42.3 31.8 59.9 12.1 17.8 1.13 0.431 0.445 0.801 0.911 0.607
MeanCMIP6 [-] 44.1 42.2 31.8 64.3 11.3 14.5 0.852 0.440 0.555 0.856 0.939 0.669
MIROC-ESM2L [-] 56.2 54.3 31.8 68.6 23.6 28.2 1.25 0.250 0.462 0.769 0.804 0.550
MPI-ESM1.2-HR [-] 41.5 41.1 31.8 47.0 10.2 20.1 1.12 0.376 0.397 0.815 0.870 0.571
NorESM2-LM [-] 39.3 37.2 31.8 60.1 6.57 14.0 1.13 0.558 0.502 0.799 0.946 0.661
UKESM1-0-LL [-] 41.7 40.0 31.8 60.0 9.58 16.6 1.02 0.427 0.463 0.816 0.909 0.616
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 13.0
BCC-CSM2-MR [-] 21.0 20.1 13.0 51.1 8.71 13.7 1.76 0.482 0.474 0.840 0.677 0.589
CanESM5 [-] 26.5 24.3 13.0 54.7 14.1 21.2 2.08 0.359 0.331 0.793 0.524 0.468
CESM2 [-] 22.4 21.1 13.0 51.6 9.54 13.6 1.73 0.512 0.499 0.835 0.733 0.616
GFDL-ESM4 [-] 25.5 21.5 13.0 79.7 8.53 12.7 1.66 0.455 0.491 0.847 0.714 0.599
IPSL-CM6A-LR [-] 28.6 25.7 13.0 56.6 14.7 19.6 1.74 0.348 0.403 0.830 0.529 0.503
MeanCMIP6 [-] 23.3 22.0 13.0 58.2 10.2 12.7 1.40 0.445 0.576 0.872 0.749 0.643
MIROC-ESM2L [-] 31.8 30.4 13.0 50.0 19.0 22.6 1.81 0.269 0.418 0.806 0.469 0.476
MPI-ESM1.2-HR [-] 11.1 11.1 13.0 12.3 -0.0315 10.2 1.32 0.561 0.489 0.862 0.702 0.621
NorESM2-LM [-] 23.1 21.2 13.0 51.4 10.2 14.4 1.69 0.492 0.501 0.829 0.641 0.593
UKESM1-0-LL [-] 18.3 17.1 13.0 45.3 5.96 12.8 1.61 0.514 0.478 0.858 0.635 0.593
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 12.1
BCC-CSM2-MR [-] 24.9 24.1 12.1 39.3 12.4 15.5 1.25 0.406 0.462 0.845 0.663 0.568
CanESM5 [-] 22.4 21.3 12.1 33.6 12.4 19.2 1.80 0.402 0.314 0.704 0.375 0.422
CESM2 [-] 22.7 22.0 12.1 33.2 10.3 15.6 0.823 0.434 0.401 0.904 0.752 0.578
GFDL-ESM4 [-] 22.9 22.0 12.1 51.2 9.97 14.3 1.25 0.436 0.404 0.832 0.638 0.543
IPSL-CM6A-LR [-] 24.9 24.2 12.1 34.5 13.2 18.1 1.12 0.342 0.364 0.862 0.457 0.478
MeanCMIP6 [-] 24.0 23.1 12.1 40.9 11.6 14.1 0.779 0.396 0.501 0.901 0.766 0.613
MIROC-ESM2L [-] 35.0 33.0 12.1 50.0 22.2 25.8 0.982 0.283 0.375 0.865 0.398 0.459
MPI-ESM1.2-HR [-] 15.9 15.9 12.1 19.2 4.44 12.4 1.50 0.535 0.335 0.802 0.691 0.540
NorESM2-LM [-] 22.0 21.1 12.1 32.6 10.2 15.5 0.952 0.469 0.420 0.874 0.597 0.556
UKESM1-0-LL [-] 20.2 19.9 12.1 51.2 8.83 13.9 1.11 0.523 0.445 0.854 0.489 0.551
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 46.4
BCC-CSM2-MR [-] 63.0 71.3 46.4 46.5 23.5 27.9 1.78 0.266 0.347 0.728 0.860 0.510
CanESM5 [-] 55.3 68.7 46.4 42.1 21.4 31.3 2.38 0.252 0.232 0.653 0.877 0.449
CESM2 [-] 52.9 58.0 46.4 44.3 12.3 18.2 1.85 0.354 0.408 0.700 0.932 0.560
GFDL-ESM4 [-] 68.2 72.4 46.4 58.8 26.0 29.6 1.48 0.191 0.339 0.729 0.943 0.508
IPSL-CM6A-LR [-] 44.0 50.3 46.4 39.5 5.72 24.0 2.02 0.321 0.269 0.651 0.932 0.488
MeanCMIP6 [-] 64.9 69.5 46.4 49.2 21.3 24.5 1.66 0.236 0.439 0.702 0.946 0.552
MIROC-ESM2L [-] 86.1 99.1 46.4 70.1 49.3 54.4 2.71 0.0711 0.336 0.556 0.810 0.422
MPI-ESM1.2-HR [-] 62.2 70.7 46.4 45.2 24.8 28.8 1.40 0.218 0.325 0.770 0.828 0.493
NorESM2-LM [-] 54.8 59.5 46.4 41.4 12.1 18.5 1.55 0.331 0.396 0.722 0.913 0.552
UKESM1-0-LL [-] 66.7 71.7 46.4 43.3 21.1 27.2 1.92 0.272 0.388 0.682 0.877 0.521
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 39.7
BCC-CSM2-MR [-] 50.5 50.0 39.7 57.3 10.9 17.0 0.905 0.688 0.664 0.891 0.954 0.772
CanESM5 [-] 56.2 55.1 39.7 58.3 16.6 23.9 0.924 0.537 0.578 0.873 0.834 0.680
CESM2 [-] 45.9 45.0 39.7 53.8 6.20 14.0 0.747 0.736 0.695 0.916 0.968 0.802
GFDL-ESM4 [-] 58.3 58.3 39.7 61.7 18.6 22.6 0.602 0.511 0.659 0.931 0.935 0.739
IPSL-CM6A-LR [-] 50.9 50.7 39.7 53.3 12.2 17.6 0.741 0.634 0.662 0.907 0.895 0.752
MeanCMIP6 [-] 54.2 54.3 39.7 59.0 15.1 18.1 0.610 0.578 0.716 0.936 0.960 0.781
MIROC-ESM2L [-] 68.1 67.4 39.7 68.2 28.5 33.5 1.00 0.381 0.608 0.867 0.740 0.641
MPI-ESM1.2-HR [-] 61.3 61.5 39.7 59.5 21.8 27.6 0.697 0.454 0.582 0.932 0.900 0.690
NorESM2-LM [-] 45.8 46.2 39.7 52.3 7.54 15.2 0.682 0.722 0.668 0.919 0.934 0.782
UKESM1-0-LL [-] 52.8 52.5 39.7 57.3 13.6 18.6 0.699 0.608 0.659 0.920 0.891 0.747
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 89.0
BCC-CSM2-MR [-] 113. 112. 89.0 120. 24.0 29.1 2.52 0.0810 0.216 0.612 0.754 0.376
CanESM5 [-] 111. 107. 89.0 113. 20.3 37.0 2.05 0.0991 0.172 0.686 0.394 0.305
CESM2 [-] 97.1 96.7 89.0 101. 8.28 12.9 1.84 0.307 0.341 0.728 0.972 0.538
GFDL-ESM4 [-] 111. 110. 89.0 114. 21.1 27.9 2.24 0.107 0.205 0.653 0.715 0.377
IPSL-CM6A-LR [-] 99.0 99.9 89.0 98.4 10.9 23.0 1.94 0.147 0.210 0.719 0.449 0.347
MeanCMIP6 [-] 111. 111. 89.0 112. 22.1 24.4 1.57 0.0971 0.383 0.769 0.906 0.508
MIROC-ESM2L [-] 136. 134. 89.0 129. 44.0 46.6 2.54 0.0344 0.321 0.597 0.684 0.392
MPI-ESM1.2-HR [-] 124. 124. 89.0 110. 34.0 46.0 2.32 0.0545 0.155 0.625 0.257 0.249
NorESM2-LM [-] 98.2 97.6 89.0 105. 9.79 13.1 1.76 0.294 0.319 0.733 0.992 0.531
UKESM1-0-LL [-] 116. 116. 89.0 112. 26.3 29.6 2.51 0.0720 0.282 0.586 0.762 0.397
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 69.8
BCC-CSM2-MR [-] 81.7 79.4 69.8 105. 11.1 26.2 1.76 0.449 0.343 0.735 0.815 0.537
CanESM5 [-] 87.0 85.5 69.8 103. 18.0 37.0 1.81 0.279 0.301 0.721 0.781 0.476
CESM2 [-] 76.0 74.2 69.8 94.1 6.04 19.0 1.75 0.494 0.442 0.726 0.894 0.600
GFDL-ESM4 [-] 87.9 83.3 69.8 112. 13.6 26.7 1.77 0.407 0.343 0.713 0.951 0.551
IPSL-CM6A-LR [-] 87.4 84.9 69.8 97.9 16.9 25.6 1.80 0.381 0.370 0.722 0.898 0.548
MeanCMIP6 [-] 86.1 84.4 69.8 104. 15.6 20.9 1.35 0.391 0.486 0.800 0.958 0.624
MIROC-ESM2L [-] 107. 106. 69.8 112. 37.0 42.8 1.92 0.175 0.420 0.695 0.790 0.500
MPI-ESM1.2-HR [-] 84.4 84.8 69.8 77.2 16.3 35.2 1.52 0.296 0.314 0.760 0.599 0.456
NorESM2-LM [-] 76.8 74.4 69.8 96.9 7.03 19.6 1.83 0.509 0.447 0.712 0.880 0.599
UKESM1-0-LL [-] 85.5 83.6 69.8 99.7 15.4 28.6 1.50 0.318 0.374 0.765 0.727 0.511
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 12.3
BCC-CSM2-MR [-] 14.5 14.9 12.3 11.5 2.38 6.43 0.323 0.838 0.730 0.976 0.929 0.841
CanESM5 [-] 14.9 15.5 12.3 12.2 2.80 9.13 0.399 0.820 0.606 0.962 0.929 0.785
CESM2 [-] 13.8 14.4 12.3 10.3 1.91 7.79 0.537 0.804 0.688 0.963 0.904 0.810
GFDL-ESM4 [-] 22.0 23.0 12.3 17.4 10.7 13.5 0.532 0.524 0.646 0.967 0.706 0.698
IPSL-CM6A-LR [-] 18.3 18.8 12.3 14.8 6.30 9.64 0.469 0.661 0.676 0.965 0.789 0.753
MeanCMIP6 [-] 17.0 17.6 12.3 13.9 4.98 7.12 0.197 0.730 0.757 0.987 0.884 0.823
MIROC-ESM2L [-] 21.9 22.7 12.3 16.5 9.74 14.3 0.429 0.565 0.577 0.968 0.753 0.688
MPI-ESM1.2-HR [-] 18.8 19.4 12.3 15.2 6.89 10.9 0.544 0.631 0.639 0.963 0.691 0.713
NorESM2-LM [-] 11.9 12.7 12.3 9.09 0.0870 8.15 0.539 0.834 0.656 0.958 0.945 0.810
UKESM1-0-LL [-] 16.1 16.3 12.3 14.7 3.72 7.92 0.234 0.793 0.681 0.981 0.933 0.814
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 31.1
BCC-CSM2-MR [-] 42.2 41.4 31.1 53.5 11.2 16.6 0.784 0.635 0.623 0.900 0.892 0.735
CanESM5 [-] 44.9 43.2 31.1 54.3 13.7 22.1 1.16 0.546 0.526 0.849 0.773 0.644
CESM2 [-] 39.2 38.3 31.1 51.9 7.95 17.7 0.784 0.666 0.561 0.911 0.920 0.724
GFDL-ESM4 [-] 49.0 47.1 31.1 68.0 16.0 21.2 0.807 0.520 0.594 0.915 0.858 0.696
IPSL-CM6A-LR [-] 46.1 44.6 31.1 53.7 14.6 21.5 0.803 0.533 0.554 0.909 0.873 0.685
MeanCMIP6 [-] 44.8 43.7 31.1 58.2 13.3 17.3 0.572 0.574 0.650 0.935 0.934 0.748
MIROC-ESM2L [-] 57.2 55.9 31.1 66.7 25.9 31.9 0.853 0.370 0.534 0.892 0.604 0.587
MPI-ESM1.2-HR [-] 41.5 41.6 31.1 41.1 11.3 22.3 0.803 0.560 0.481 0.903 0.834 0.652
NorESM2-LM [-] 39.9 38.1 31.1 54.7 8.23 18.1 0.735 0.658 0.560 0.911 0.839 0.706
UKESM1-0-LL [-] 41.6 40.8 31.1 51.7 10.7 17.8 0.847 0.624 0.602 0.903 0.852 0.717

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
Data not available
REGIONAL MEAN
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ANNUAL CYCLE
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MONTHLY ANOMALY
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ANNUAL CYCLE
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All Models

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

  Title:
Derived Optimal Linear Combination Evapotranspiration v1.0

  Institution:
Climate Change Research Center (CCRC) - UNSW - Sydney - Australia

  Source:
ET from GLEAM, MOD16, MPIBGC and PML datasets and observations from FLUXNET

  History:
2017-01-08 17:24:33 v1.0

  References:
Hobeichi, Sanaa, 2017: Derived Optimal Linear Combination Evapotranspiration v1.0 . NCI National Research Data Collection , doi:10.4225/41/58980b55b0495 Hobeichi, S., Abramowitz, G., Evans J. and A. Ukkola. Derived Optimal Linear Combination Evapotranspiration (DOLCE): a global gridded synthesis ET estimate (in prep.)

  Conventions:
CF-1.6, ACDD-1.3

  Description:
DOLCE monthly evapotranspiration product derived by combining DOLCE tier1, tier2 and tier3

  Summary:
Monthly evapotranspiration and its associated uncertainty on a global scale for 2000

  License:
http://creativecommons.org/licenses/by-nc-nd/4.0/

  Id:
http://dx.doi.org/10.4225/41/58980b55b0495

  Product_version:
1.0

  Contact:
s.hobeichi@student.unsw.edu.au

  Organisation:
ARC Centre of Excellence for Climate System Science

  Keywords:
Meteorology, Climatology, Land Surface Processes, Land Surface Models, Evapotranspiration

  Date_created:
2017-02-01

  Creator_name:
Sanaa Hobeichi

  Creator_email:
s.hobeichi@student.unsw.edu.au

  Publisher_name:
ARCCSS data manager

  Publisher_email:
paola.petrelli@utas.edu.au

  Time_coverage_start:
2000-01-01

  Time_coverage_end:
2000-12-31

  Geospatial_lat_min:
-90.0

  Geospatial_lat_max:
90.0

  Geospatial_lon_min:
-180.0

  Geospatial_lon_max:
180.0