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 [-] 0.474
CLM-CRUJRA [-] 0.505 0.506 0.474 0.525 0.432 0.0325 1.40 0.608 0.800 0.824 0.744
CLM-GSWP3 [-] 0.539 0.541 0.474 0.487 0.456 0.0670 0.980 0.495 0.876 0.644 0.671
CLM-Princeton [-] 0.463 0.464 0.474 0.471 0.467 -0.00951 0.953 0.657 0.888 0.879 0.808
ISBA-CTRIP-CRUJRA [-] 0.519 0.518 0.474 0.525 0.406 0.0440 1.30 0.594 0.843 0.820 0.752
ISBA-CTRIP-GSWP3 [-] 0.554 0.555 0.474 0.495 0.412 0.0812 1.08 0.470 0.879 0.603 0.651
ISBA-CTRIP-Princeton [-] 0.440 0.440 0.474 0.460 0.473 -0.0346 1.16 0.615 0.872 0.835 0.774
JSBACH-CRUJRA [-] 0.589 0.594 0.474 0.482 0.473 0.120 2.79 0.405 0.526 0.559 0.497
JSBACH-GSWP3 [-] 0.595 0.594 0.474 0.506 0.473 0.120 1.32 0.379 0.823 0.472 0.558
JSBACH-Princeton [-] 0.538 0.538 0.474 0.515 0.476 0.0647 2.31 0.497 0.625 0.539 0.554
Mean-CRUJRA [-] 0.543 0.545 0.474 0.521 0.403 0.0712 1.47 0.563 0.797 0.883 0.748
Mean-GSWP3 [-] 0.559 0.564 0.474 0.501 0.411 0.0900 1.07 0.461 0.871 0.613 0.648
Mean-Princeton [-] 0.486 0.489 0.474 0.480 0.0147 1.18 0.678 0.853 0.879 0.803
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 [-] 0.521
CLM-CRUJRA [-] 0.459 0.492 0.521 0.321 0.554 -0.0286 1.49 0.517 0.775 0.973 0.755
CLM-GSWP3 [-] 0.478 0.520 0.521 0.309 0.574 -0.000427 1.42 0.556 0.782 0.924 0.754
CLM-Princeton [-] 0.447 0.480 0.520 0.312 0.584 -0.0399 1.64 0.540 0.741 0.979 0.753
ISBA-CTRIP-CRUJRA [-] 0.473 0.511 0.521 0.336 0.572 -0.00934 1.48 0.494 0.775 0.891 0.720
ISBA-CTRIP-GSWP3 [-] 0.472 0.519 0.520 0.310 0.611 -0.00225 1.57 0.485 0.756 0.849 0.697
ISBA-CTRIP-Princeton [-] 0.429 0.463 0.521 0.311 0.558 -0.0572 1.82 0.530 0.695 0.942 0.722
JSBACH-CRUJRA [-] 0.508 0.550 0.516 0.266 0.590 0.0337 2.17 0.422 0.634 0.787 0.614
JSBACH-GSWP3 [-] 0.500 0.546 0.516 0.235 0.592 0.0301 1.76 0.423 0.708 0.773 0.635
JSBACH-Princeton [-] 0.489 0.533 0.516 0.259 0.594 0.0168 2.10 0.423 0.649 0.748 0.607
Mean-CRUJRA [-] 0.492 0.530 0.521 0.360 0.512 0.00949 1.52 0.493 0.764 0.894 0.717
Mean-GSWP3 [-] 0.494 0.540 0.521 0.337 0.540 0.0197 1.46 0.485 0.770 0.847 0.701
Mean-Princeton [-] 0.465 0.503 0.521 0.340 0.545 -0.0177 1.72 0.573 0.717 0.907 0.732
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 [-] 0.348
CLM-CRUJRA [-] 0.210 0.280 0.348 0.108 0.382 -0.0666 1.22 0.576 0.832 0.923 0.777
CLM-GSWP3 [-] 0.209 0.289 0.348 0.0895 0.382 -0.0584 1.13 0.596 0.846 0.886 0.776
CLM-Princeton [-] 0.204 0.285 0.348 0.0857 0.381 -0.0628 1.24 0.584 0.822 0.896 0.767
ISBA-CTRIP-CRUJRA [-] 0.190 0.255 0.348 0.0944 0.498 -0.0912 0.969 0.515 0.876 0.921 0.771
ISBA-CTRIP-GSWP3 [-] 0.179 0.250 0.348 0.0740 0.498 -0.0965 1.17 0.513 0.848 0.916 0.759
ISBA-CTRIP-Princeton [-] 0.177 0.249 0.348 0.0709 0.498 -0.0979 1.15 0.500 0.847 0.904 0.751
JSBACH-CRUJRA [-] 0.228 0.293 0.347 0.134 0.378 -0.0536 0.941 0.575 0.873 0.881 0.776
JSBACH-GSWP3 [-] 0.198 0.271 0.347 0.0916 0.378 -0.0753 0.917 0.556 0.877 0.899 0.777
JSBACH-Princeton [-] 0.201 0.278 0.347 0.0895 0.378 -0.0686 1.08 0.548 0.853 0.867 0.756
Mean-CRUJRA [-] 0.208 0.276 0.348 0.111 0.385 -0.0718 0.874 0.559 0.887 0.916 0.787
Mean-GSWP3 [-] 0.195 0.270 0.348 0.0874 0.385 -0.0774 0.990 0.559 0.869 0.909 0.779
Mean-Princeton [-] 0.195 0.271 0.348 0.0854 0.384 -0.0766 1.08 0.539 0.852 0.890 0.760
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 [-] 0.357
CLM-CRUJRA [-] 0.253 0.273 0.357 0.185 0.356 -0.0819 1.81 0.364 0.735 0.801 0.634
CLM-GSWP3 [-] 0.227 0.259 0.357 0.123 0.356 -0.0952 1.73 0.354 0.748 0.725 0.609
CLM-Princeton [-] 0.243 0.267 0.357 0.165 0.356 -0.0880 1.78 0.370 0.739 0.767 0.626
ISBA-CTRIP-CRUJRA [-] 0.227 0.246 0.357 0.164 -0.111 1.57 0.318 0.776 0.900 0.665
ISBA-CTRIP-GSWP3 [-] 0.194 0.221 0.357 0.0954 -0.135 1.54 0.271 0.779 0.847 0.632
ISBA-CTRIP-Princeton [-] 0.205 0.225 0.357 0.130 -0.132 1.36 0.270 0.824 0.913 0.669
JSBACH-CRUJRA [-] 0.231 0.245 0.356 0.172 0.386 -0.112 2.27 0.325 0.609 0.939 0.624
JSBACH-GSWP3 [-] 0.191 0.217 0.356 0.0947 0.386 -0.140 2.04 0.254 0.670 0.928 0.617
JSBACH-Princeton [-] 0.198 0.215 0.356 0.132 0.386 -0.142 2.01 0.251 0.667 0.959 0.626
Mean-CRUJRA [-] 0.238 0.253 0.357 0.174 0.352 -0.104 1.43 0.343 0.792 0.934 0.690
Mean-GSWP3 [-] 0.204 0.229 0.357 0.104 0.352 -0.128 1.58 0.291 0.769 0.903 0.654
Mean-Princeton [-] 0.215 0.233 0.357 0.143 0.351 -0.124 1.35 0.289 0.818 0.928 0.678
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 [-] 0.554
CLM-CRUJRA [-] 0.562 0.575 0.555 0.520 0.541 0.0284 1.93 0.357 0.712 0.753 0.607
CLM-GSWP3 [-] 0.585 0.602 0.555 0.500 0.541 0.0527 2.03 0.348 0.655 0.755 0.586
CLM-Princeton [-] 0.501 0.518 0.555 0.482 0.541 -0.0337 1.72 0.426 0.708 0.878 0.671
ISBA-CTRIP-CRUJRA [-] 0.595 0.627 0.554 0.586 0.561 0.0768 1.43 0.353 0.787 0.706 0.615
ISBA-CTRIP-GSWP3 [-] 0.603 0.611 0.554 0.594 0.638 0.0598 1.70 0.375 0.722 0.748 0.615
ISBA-CTRIP-Princeton [-] 0.496 0.496 0.554 0.540 0.561 -0.0541 1.63 0.338 0.735 0.742 0.605
JSBACH-CRUJRA [-] 0.749 0.771 0.545 0.727 0.584 0.227 2.09 0.101 0.658 0.674 0.478
JSBACH-GSWP3 [-] 0.699 0.718 0.546 0.704 0.577 0.175 2.23 0.163 0.624 0.698 0.495
JSBACH-Princeton [-] 0.700 0.729 0.545 0.663 0.584 0.186 2.43 0.184 0.594 0.518 0.432
Mean-CRUJRA [-] 0.654 0.663 0.554 0.593 0.563 0.109 1.59 0.321 0.761 0.748 0.610
Mean-GSWP3 [-] 0.658 0.652 0.554 0.596 0.563 0.0981 1.73 0.361 0.715 0.780 0.619
Mean-Princeton [-] 0.584 0.577 0.554 0.560 0.563 0.0228 1.90 0.444 0.678 0.840 0.654
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 [-] 0.608
CLM-CRUJRA [-] 0.544 0.544 0.608 0.545 0.565 -0.0645 1.37 0.479 0.808 0.979 0.756
CLM-GSWP3 [-] 0.595 0.600 0.608 0.541 0.565 -0.00828 1.14 0.556 0.848 0.986 0.797
CLM-Princeton [-] 0.556 0.558 0.608 0.559 0.565 -0.0501 1.39 0.540 0.801 0.995 0.779
ISBA-CTRIP-CRUJRA [-] 0.581 0.583 0.608 0.559 0.622 -0.0247 1.81 0.548 0.728 0.930 0.736
ISBA-CTRIP-GSWP3 [-] 0.634 0.637 0.608 0.550 0.578 0.0290 1.71 0.537 0.747 0.829 0.704
ISBA-CTRIP-Princeton [-] 0.573 0.572 0.608 0.546 0.633 -0.0353 2.16 0.592 0.644 0.841 0.692
JSBACH-CRUJRA [-] 0.675 0.673 0.608 0.696 0.610 0.0648 2.67 0.459 0.545 0.813 0.606
JSBACH-GSWP3 [-] 0.726 0.724 0.608 0.718 0.609 0.116 1.81 0.360 0.719 0.802 0.627
JSBACH-Princeton [-] 0.684 0.682 0.608 0.691 0.610 0.0733 2.50 0.429 0.586 0.769 0.595
Mean-CRUJRA [-] 0.608 0.611 0.608 0.583 0.668 0.00307 1.96 0.599 0.691 0.980 0.757
Mean-GSWP3 [-] 0.661 0.670 0.608 0.581 0.666 0.0623 1.48 0.492 0.780 0.885 0.719
Mean-Princeton [-] 0.616 0.621 0.608 0.585 0.668 0.0133 2.15 0.633 0.637 0.925 0.732
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 [-] 0.756
CLM-CRUJRA [-] 0.714 0.717 0.756 0.713 0.767 -0.0386 2.43 0.213 0.613 0.776 0.534
CLM-GSWP3 [-] 0.762 0.763 0.756 0.747 0.767 0.00688 2.43 0.394 0.607 0.956 0.652
CLM-Princeton [-] 0.678 0.676 0.756 0.728 0.767 -0.0801 2.36 0.149 0.627 0.925 0.567
ISBA-CTRIP-CRUJRA [-] 0.852 0.857 0.757 0.799 0.730 0.101 2.68 0.177 0.567 0.708 0.484
ISBA-CTRIP-GSWP3 [-] 0.847 0.847 0.755 0.792 0.811 0.0899 2.81 0.136 0.532 0.614 0.427
ISBA-CTRIP-Princeton [-] 0.693 0.680 0.756 0.757 0.749 -0.0766 2.89 0.177 0.532 0.682 0.464
JSBACH-CRUJRA [-] 0.947 0.953 0.756 0.886 0.759 0.196 3.23 0.0521 0.454 0.702 0.403
JSBACH-GSWP3 [-] 0.873 0.875 0.756 0.854 0.759 0.118 3.29 0.0951 0.443 0.822 0.453
JSBACH-Princeton [-] 0.940 0.947 0.756 0.902 0.759 0.190 3.45 0.0403 0.422 0.815 0.426
Mean-CRUJRA [-] 0.846 0.855 0.756 0.801 0.0990 2.57 0.156 0.581 0.850 0.529
Mean-GSWP3 [-] 0.846 0.855 0.756 0.798 0.831 0.0994 2.86 0.129 0.521 0.859 0.503
Mean-Princeton [-] 0.769 0.768 0.756 0.788 0.0120 2.58 0.377 0.589 0.940 0.635
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 [-] 0.630
CLM-CRUJRA [-] 0.610 0.606 0.630 0.642 0.678 -0.0232 1.70 0.587 0.741 0.991 0.773
CLM-GSWP3 [-] 0.633 0.629 0.630 0.648 0.678 -0.00110 1.93 0.642 0.694 0.943 0.760
CLM-Princeton [-] 0.602 0.597 0.630 0.641 0.677 -0.0328 2.36 0.568 0.616 0.995 0.726
ISBA-CTRIP-CRUJRA [-] 0.663 0.658 0.630 0.674 0.686 0.0274 1.77 0.533 0.736 0.832 0.700
ISBA-CTRIP-GSWP3 [-] 0.636 0.633 0.630 0.613 0.732 0.00258 2.09 0.542 0.673 0.802 0.673
ISBA-CTRIP-Princeton [-] 0.592 0.585 0.630 0.623 0.670 -0.0453 2.82 0.574 0.525 0.955 0.685
JSBACH-CRUJRA [-] 0.710 0.707 0.626 0.726 0.678 0.0816 1.87 0.423 0.700 0.721 0.615
JSBACH-GSWP3 [-] 0.687 0.685 0.626 0.688 0.678 0.0591 2.29 0.454 0.619 0.789 0.621
JSBACH-Princeton [-] 0.711 0.709 0.626 0.695 0.678 0.0837 2.13 0.409 0.653 0.654 0.572
Mean-CRUJRA [-] 0.687 0.685 0.630 0.684 0.640 0.0543 1.62 0.499 0.758 0.878 0.711
Mean-GSWP3 [-] 0.671 0.671 0.630 0.647 0.660 0.0408 1.89 0.525 0.699 0.853 0.693
Mean-Princeton [-] 0.652 0.650 0.630 0.653 0.639 0.0197 2.34 0.609 0.614 0.926 0.716
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 [-] 0.436
CLM-CRUJRA [-] 0.507 0.506 0.436 0.513 0.415 0.0692 0.893 0.482 0.891 0.271 0.548
CLM-GSWP3 [-] 0.542 0.556 0.436 0.495 0.417 0.119 0.653 0.389 0.936 0.197 0.507
CLM-Princeton [-] 0.450 0.444 0.436 0.470 0.422 0.00816 1.03 0.549 0.892 0.307 0.583
ISBA-CTRIP-CRUJRA [-] 0.502 0.506 0.436 0.475 0.416 0.0697 0.922 0.450 0.901 0.295 0.549
ISBA-CTRIP-GSWP3 [-] 0.512 0.533 0.436 0.445 0.425 0.0958 0.858 0.401 0.924 0.258 0.528
ISBA-CTRIP-Princeton [-] 0.424 0.421 0.436 0.432 0.417 -0.0145 0.973 0.580 0.916 0.364 0.620
JSBACH-CRUJRA [-] 0.490 0.502 0.436 0.387 0.430 0.0664 2.68 0.438 0.574 0.179 0.397
JSBACH-GSWP3 [-] 0.496 0.505 0.436 0.438 0.431 0.0695 1.28 0.441 0.862 0.193 0.499
JSBACH-Princeton [-] 0.445 0.436 0.436 0.486 0.429 -5.39e-05 2.15 0.502 0.690 0.222 0.471
Mean-CRUJRA [-] 0.500 0.507 0.436 0.478 0.422 0.0711 1.40 0.449 0.815 0.276 0.513
Mean-GSWP3 [-] 0.520 0.536 0.436 0.459 0.440 0.100 0.976 0.430 0.907 0.235 0.524
Mean-Princeton [-] 0.433 0.432 0.436 0.444 0.450 -0.00346 1.42 0.566 0.848 0.337 0.584
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 [-] 0.515
CLM-CRUJRA [-] 0.456 0.453 0.515 0.461 0.544 -0.0619 1.57 0.456 0.766 0.980 0.734
CLM-GSWP3 [-] 0.480 0.481 0.515 0.417 0.544 -0.0344 1.42 0.587 0.797 0.960 0.782
CLM-Princeton [-] 0.469 0.466 0.515 0.461 0.544 -0.0491 1.58 0.538 0.768 0.989 0.765
ISBA-CTRIP-CRUJRA [-] 0.448 0.447 0.515 0.431 0.589 -0.0695 1.39 0.450 0.793 0.988 0.743
ISBA-CTRIP-GSWP3 [-] 0.463 0.469 0.515 0.375 0.578 -0.0476 1.42 0.523 0.792 0.869 0.728
ISBA-CTRIP-Princeton [-] 0.445 0.447 0.515 0.407 0.589 -0.0690 1.28 0.496 0.816 0.914 0.742
JSBACH-CRUJRA [-] 0.447 0.446 0.513 0.424 0.557 -0.0670 2.49 0.435 0.580 0.951 0.655
JSBACH-GSWP3 [-] 0.468 0.473 0.513 0.359 0.557 -0.0401 1.84 0.506 0.707 0.823 0.679
JSBACH-Princeton [-] 0.438 0.438 0.513 0.377 0.557 -0.0745 2.32 0.439 0.620 0.858 0.639
Mean-CRUJRA [-] 0.454 0.452 0.515 0.438 0.598 -0.0627 1.50 0.463 0.771 0.991 0.742
Mean-GSWP3 [-] 0.479 0.479 0.515 0.391 0.598 -0.0357 1.34 0.568 0.802 0.891 0.754
Mean-Princeton [-] 0.456 0.454 0.514 0.426 0.598 -0.0606 1.38 0.523 0.798 0.934 0.752

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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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
Data not available
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SPATIAL TAYLOR DIAGRAM
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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
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ANNUAL CYCLE
Data not available

All Models

Benchmark
Data not available
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CLM-CRUJRA
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CLM-GSWP3
Data not available
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CLM-Princeton
Data not available
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ISBA-CTRIP-CRUJRA
Data not available
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ISBA-CTRIP-GSWP3
Data not available
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ISBA-CTRIP-Princeton
Data not available
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JSBACH-CRUJRA
Data not available
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JSBACH-GSWP3
Data not available
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JSBACH-Princeton
Data not available
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Mean-CRUJRA
Data not available
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Mean-GSWP3
Data not available
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Mean-Princeton
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Data Information

  Title:
FLUXCOM (RS+METEO) Global Land Energy Fluxes using GSWP3 climate data

  Version:
1

  Institutions:
Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Germany

  Source:
Data generated by machine learning to merge energy flux measurements from FLUXNET eddy covariance towers with MODIS remote sensing and GSWP3v1 meteorological data (RS+METEO)

  History:
2019-05-07: downloaded source from doi:10.17871/FLUXCOM_EnergyFluxes_v1
2019-06-28: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-sh-fluxcom.py

  References:
Jung, M., S. Koirala, U. Weber, K. Ichii, F. Gans, G. Camps-Valls, D. Papale, C. Schwalm, G. Tramontana, M. Reichstein (2019), The FLUXCOM ensemble of global land-atmosphere energy fluxes, Scientific Data, submitted, 1-12, https://arxiv.org/abs/1812.04951

Tramontana, G., M. Jung, C.R. Schwalm, K. Ichii, G. Camps-Valls, B. Raduly, M. Reichstein, M.A. Arain, A. Cescatti, G. Kiely, L. Merbold, P. Serrano-Ortiz, S. Sickert, S. Wolf, and D. Papale (2016), Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms, Biogeosciences, 13, 4291-4313, doi:10.5194/bg-13-4291-2016

  Comments:
time_period: 1980-01 through 2014-12
original_temporal_resolution: monthly
original_spatial_resolution: 0.5 degree
original_units: MJ/m2/day
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: watt/m2

  Convention:
CF-1.7