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Benchmark | [-] | 0.735 | |||||||||||||||
CLM4.0 | [-] | 0.601 | 0.579 | 1.23 | 0.723 | 1.60 | -0.0894 | 0.441 | 1.77 | 0.39 | 0.21 | 0.77 | 0.93 | 0.58 | 0.52 | ||
CLM4.5 | [-] | 0.623 | 0.585 | 1.81 | 0.723 | 1.60 | -0.0532 | 0.528 | 2.04 | 0.37 | 0.19 | 0.72 | 0.90 | 0.51 | 0.48 | ||
CLM5.0 | [-] | 0.738 | 0.683 | 2.49 | 0.723 | 1.60 | 0.0769 | 0.575 | 2.44 | 0.37 | 0.18 | 0.64 | 0.81 | 0.47 | 0.44 |
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Benchmark | [-] | 1.11 | |||||||||||||||
CLM4.0 | [-] | 1.16 | 1.17 | 0.632 | 1.12 | 0.888 | 0.0454 | 1.12 | 1.31 | 0.44 | 0.41 | 0.84 | 0.28 | 0.55 | 0.49 | ||
CLM4.5 | [-] | 1.94 | 1.95 | 1.33 | 1.12 | 0.888 | 0.825 | 1.85 | 1.13 | 0.41 | 0.32 | 0.87 | 0.22 | 0.51 | 0.44 | ||
CLM5.0 | [-] | 1.64 | 1.65 | 1.47 | 1.12 | 0.888 | 0.525 | 1.68 | 0.971 | 0.43 | 0.32 | 0.88 | 0.27 | 0.52 | 0.46 |
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Benchmark | [-] | 0.783 | |||||||||||||||
CLM4.0 | [-] | 1.29 | 1.38 | 0.208 | 0.788 | 0.600 | 0.547 | 1.10 | 1.91 | 0.32 | 0.35 | 0.77 | 0.32 | 0.52 | 0.44 | ||
CLM4.5 | [-] | 2.09 | 2.22 | 0.437 | 0.788 | 0.600 | 1.37 | 2.00 | 1.70 | 0.16 | 0.29 | 0.81 | 0.20 | 0.45 | 0.37 | ||
CLM5.0 | [-] | 1.74 | 1.85 | 0.436 | 0.788 | 0.600 | 1.01 | 1.75 | 1.95 | 0.21 | 0.28 | 0.76 | 0.29 | 0.44 | 0.38 |
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Benchmark | [-] | 1.92 | |||||||||||||||
CLM4.0 | [-] | 1.76 | 1.71 | 2.27 | 1.95 | 1.81 | -0.170 | 1.35 | 2.35 | 0.28 | 0.25 | 0.60 | 0.87 | 0.56 | 0.47 | ||
CLM4.5 | [-] | 2.07 | 1.97 | 3.40 | 1.95 | 1.81 | 0.223 | 1.49 | 2.18 | 0.27 | 0.23 | 0.65 | 0.75 | 0.55 | 0.45 | ||
CLM5.0 | [-] | 1.66 | 1.60 | 2.46 | 1.95 | 1.81 | -0.229 | 1.04 | 2.35 | 0.36 | 0.32 | 0.56 | 0.95 | 0.60 | 0.52 |
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Benchmark | [-] | 0.775 | |||||||||||||||
CLM4.0 | [-] | 1.22 | 1.41 | 0.215 | 0.770 | 0.781 | 0.694 | 1.12 | 1.90 | 0.41 | 0.37 | 0.77 | 0.36 | 0.65 | 0.49 | ||
CLM4.5 | [-] | 1.19 | 1.37 | 0.200 | 0.770 | 0.781 | 0.650 | 1.11 | 1.94 | 0.42 | 0.38 | 0.77 | 0.37 | 0.65 | 0.49 | ||
CLM5.0 | [-] | 0.972 | 1.10 | 0.279 | 0.770 | 0.781 | 0.362 | 0.931 | 1.33 | 0.52 | 0.38 | 0.87 | 0.70 | 0.60 | 0.58 |
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Benchmark | [-] | 3.64 | |||||||||||||||
CLM4.0 | [-] | 7.33 | 7.43 | 6.22 | 3.77 | 2.98 | 3.22 | 3.67 | 2.14 | 0.037 | 0.18 | 0.67 | 0.55 | 0.48 | 0.35 | ||
CLM4.5 | [-] | 5.97 | 5.98 | 5.99 | 3.77 | 2.98 | 2.29 | 2.66 | 2.66 | 0.098 | 0.26 | 0.56 | 0.82 | 0.52 | 0.42 | ||
CLM5.0 | [-] | 4.24 | 4.27 | 4.10 | 3.77 | 2.98 | 0.454 | 1.13 | 3.70 | 0.44 | 0.33 | 0.39 | 0.99 | 0.57 | 0.51 |
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Benchmark | [-] | 1.37 | |||||||||||||||
CLM4.0 | [-] | 1.93 | 1.97 | 1.89 | 1.39 | 0.953 | 0.567 | 1.29 | 2.34 | 0.45 | 0.29 | 0.62 | 0.52 | 0.66 | 0.47 | ||
CLM4.5 | [-] | 2.65 | 2.69 | 2.76 | 1.39 | 0.953 | 1.30 | 1.77 | 2.32 | 0.29 | 0.28 | 0.63 | 0.50 | 0.61 | 0.43 | ||
CLM5.0 | [-] | 2.17 | 2.18 | 2.53 | 1.39 | 0.953 | 0.833 | 1.42 | 0.934 | 0.43 | 0.35 | 0.90 | 0.51 | 0.62 | 0.53 |
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Benchmark | [-] | 1.50 | |||||||||||||||
CLM4.0 | [-] | 1.72 | 2.17 | 0.174 | 1.49 | 1.84 | 0.729 | 1.43 | 2.00 | 0.29 | 0.28 | 0.70 | 0.62 | 0.57 | 0.46 | ||
CLM4.5 | [-] | 1.64 | 2.06 | 0.208 | 1.49 | 1.84 | 0.653 | 1.49 | 2.10 | 0.32 | 0.28 | 0.66 | 0.69 | 0.56 | 0.47 | ||
CLM5.0 | [-] | 1.35 | 1.69 | 0.193 | 1.49 | 1.84 | 0.259 | 1.17 | 1.96 | 0.41 | 0.33 | 0.67 | 0.87 | 0.56 | 0.53 |
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Benchmark | [-] | 0.471 | |||||||||||||||
CLM4.0 | [-] | 0.209 | 0.547 | 0.0252 | 0.465 | 0.670 | 0.108 | 0.488 | 3.03 | 0.30 | 0.22 | 0.55 | 0.75 | 0.49 | 0.42 | ||
CLM4.5 | [-] | 0.211 | 0.548 | 0.0275 | 0.465 | 0.670 | 0.147 | 0.526 | 2.96 | 0.31 | 0.20 | 0.58 | 0.78 | 0.43 | 0.41 | ||
CLM5.0 | [-] | 0.246 | 0.624 | 0.0402 | 0.465 | 0.670 | 0.236 | 0.719 | 2.45 | 0.30 | 0.13 | 0.74 | 0.80 | 0.28 | 0.40 |
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Benchmark | [-] | 1.48 | |||||||||||||||
CLM4.0 | [-] | 1.66 | 1.98 | 0.0646 | 1.48 | 1.16 | 0.504 | 1.17 | 2.73 | 0.32 | 0.23 | 0.40 | 0.70 | 0.59 | 0.41 | ||
CLM4.5 | [-] | 1.09 | 1.26 | 0.0914 | 1.48 | 1.16 | -0.162 | 1.09 | 2.92 | 0.31 | 0.29 | 0.37 | 0.77 | 0.59 | 0.44 | ||
CLM5.0 | [-] | 0.913 | 1.06 | 0.0815 | 1.48 | 1.16 | -0.393 | 0.918 | 2.04 | 0.34 | 0.35 | 0.60 | 0.94 | 0.60 | 0.53 |
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Benchmark | [-] | 3.43 | |||||||||||||||
CLM4.0 | [-] | 5.56 | 5.56 | 4.80 | 3.46 | 1.72 | 2.02 | 2.80 | 2.04 | 0.15 | 0.27 | 0.74 | 0.61 | 0.56 | 0.43 | ||
CLM4.5 | [-] | 4.81 | 4.76 | 6.15 | 3.46 | 1.72 | 1.37 | 2.26 | 1.93 | 0.29 | 0.27 | 0.75 | 0.62 | 0.52 | 0.46 | ||
CLM5.0 | [-] | 4.05 | 4.02 | 4.17 | 3.46 | 1.72 | 0.557 | 1.34 | 2.47 | 0.37 | 0.33 | 0.65 | 0.97 | 0.54 | 0.53 |
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Benchmark | [-] | 1.80 | |||||||||||||||
CLM4.0 | [-] | 3.65 | 3.71 | 1.91 | 1.80 | 2.70 | 1.89 | 2.47 | 1.54 | 0.24 | 0.22 | 0.81 | 0.51 | 0.59 | 0.43 | ||
CLM4.5 | [-] | 2.99 | 3.01 | 2.41 | 1.80 | 2.70 | 1.28 | 2.09 | 1.98 | 0.27 | 0.25 | 0.69 | 0.55 | 0.62 | 0.44 | ||
CLM5.0 | [-] | 1.96 | 1.96 | 1.88 | 1.80 | 2.70 | 0.218 | 1.22 | 3.24 | 0.42 | 0.34 | 0.46 | 0.83 | 0.58 | 0.50 |
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Benchmark | [-] | 1.73 | |||||||||||||||
CLM4.0 | [-] | 1.69 | 1.78 | 0.498 | 1.73 | 1.66 | 0.0140 | 1.10 | 2.09 | 0.30 | 0.26 | 0.67 | 0.76 | 0.63 | 0.48 | ||
CLM4.5 | [-] | 1.18 | 1.25 | 0.768 | 1.73 | 1.66 | -0.480 | 1.14 | 2.41 | 0.26 | 0.30 | 0.61 | 0.85 | 0.63 | 0.49 | ||
CLM5.0 | [-] | 1.19 | 1.24 | 0.844 | 1.73 | 1.66 | -0.487 | 1.02 | 2.60 | 0.31 | 0.32 | 0.52 | 0.92 | 0.56 | 0.49 |
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Benchmark | [-] | 2.53 | |||||||||||||||
CLM4.0 | [-] | 3.57 | 3.66 | 1.05 | 2.54 | 1.29 | 1.09 | 1.92 | 2.25 | 0.28 | 0.26 | 0.70 | 0.77 | 0.53 | 0.47 | ||
CLM4.5 | [-] | 2.87 | 2.94 | 1.27 | 2.54 | 1.29 | 0.414 | 1.48 | 2.52 | 0.44 | 0.26 | 0.60 | 0.90 | 0.52 | 0.50 | ||
CLM5.0 | [-] | 2.63 | 2.68 | 1.38 | 2.54 | 1.29 | 0.150 | 1.17 | 2.26 | 0.47 | 0.33 | 0.69 | 0.96 | 0.56 | 0.56 |
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Benchmark | [-] | 1.29 | |||||||||||||||
CLM4.0 | [-] | 2.46 | 2.48 | 1.43 | 1.29 | 1.51 | 1.22 | 1.69 | 1.64 | 0.32 | 0.34 | 0.81 | 0.49 | 0.61 | 0.48 | ||
CLM4.5 | [-] | 2.27 | 2.28 | 1.50 | 1.29 | 1.51 | 1.02 | 1.55 | 1.78 | 0.33 | 0.34 | 0.76 | 0.55 | 0.62 | 0.49 | ||
CLM5.0 | [-] | 1.44 | 1.44 | 1.11 | 1.29 | 1.51 | 0.174 | 0.963 | 1.08 | 0.54 | 0.43 | 0.89 | 0.90 | 0.59 | 0.63 |
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CLM4.0 | [-] | 0.219 | 0.59 | 0.59 | |
CLM4.5 | [-] | 0.247 | 0.62 | 0.62 | |
CLM5.0 | [-] | 0.250 | 0.51 | 0.51 |
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CLM4.0 | [-] | 0.576 | 0.68 | 0.68 | |
CLM4.5 | [-] | 0.415 | 0.44 | 0.44 | |
CLM5.0 | [-] | 0.439 | 0.53 | 0.53 |
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Overall Score [1] |
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CLM4.0 | [-] | 0.326 | 0.60 | 0.60 | |
CLM4.5 | [-] | 0.388 | 0.13 | 0.13 | |
CLM5.0 | [-] | 0.364 | 0.20 | 0.20 |
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CLM4.0 | [-] | 0.250 | 0.74 | 0.74 | |
CLM4.5 | [-] | 0.226 | 0.56 | 0.56 | |
CLM5.0 | [-] | 0.237 | 0.79 | 0.79 |
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CLM4.0 | [-] | 0.359 | 0.18 | 0.18 | |
CLM4.5 | [-] | 0.357 | 0.24 | 0.24 | |
CLM5.0 | [-] | 0.354 | 0.57 | 0.57 |
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CLM4.0 | [-] | 0.175 | 0.44 | 0.44 | |
CLM4.5 | [-] | 0.129 | 0.48 | 0.48 | |
CLM5.0 | [-] | 0.215 | 0.83 | 0.83 |
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Overall Score [1] |
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CLM4.0 | [-] | 0.468 | 0.59 | 0.59 | |
CLM4.5 | [-] | 0.498 | 0.28 | 0.28 | |
CLM5.0 | [-] | 0.412 | 0.36 | 0.36 |
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CLM4.0 | [-] | 0.447 | 0.51 | 0.51 | |
CLM4.5 | [-] | 0.455 | 0.60 | 0.60 | |
CLM5.0 | [-] | 0.424 | 0.83 | 0.83 |
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CLM4.0 | [-] | 0.406 | 0.45 | 0.45 | |
CLM4.5 | [-] | 0.438 | 0.53 | 0.53 | |
CLM5.0 | [-] | 0.474 | 0.49 | 0.49 |
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Overall Score [1] |
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CLM4.0 | [-] | 0.328 | 0.37 | 0.37 | |
CLM4.5 | [-] | 0.421 | 0.41 | 0.41 | |
CLM5.0 | [-] | 0.402 | 0.67 | 0.67 |
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Overall Score [1] |
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CLM4.0 | [-] | 0.193 | 0.52 | 0.52 | |
CLM4.5 | [-] | 0.246 | 0.62 | 0.62 | |
CLM5.0 | [-] | 0.247 | 0.76 | 0.76 |
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Overall Score [1] |
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CLM4.0 | [-] | 0.296 | 0.36 | 0.36 | |
CLM4.5 | [-] | 0.258 | 0.44 | 0.44 | |
CLM5.0 | [-] | 0.321 | 0.73 | 0.73 |
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Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
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CLM4.0 | [-] | 0.410 | 0.52 | 0.52 | |
CLM4.5 | [-] | 0.470 | 0.67 | 0.67 | |
CLM5.0 | [-] | 0.433 | 0.79 | 0.79 |
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Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
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CLM4.0 | [-] | 0.345 | 0.61 | 0.61 | |
CLM4.5 | [-] | 0.332 | 0.79 | 0.79 | |
CLM5.0 | [-] | 0.374 | 0.86 | 0.86 |
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Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
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CLM4.0 | [-] | 0.378 | 0.35 | 0.35 | |
CLM4.5 | [-] | 0.367 | 0.44 | 0.44 | |
CLM5.0 | [-] | 0.324 | 0.75 | 0.75 |
_NCProperties: version=1|netcdflibversion=4.4.1|hdf5libversion=1.8.17
creation_date: Tue Mar 25 17:04:13 PDT 2014
Conventions: Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question
source_file: This product is generated from monthly 1/12 degree AVHRR BU leaf area index observations
title: derived AVHRR BU leaf area index in 0.5x0.5
Approach: I read this variable from original abl files using matlab and simply averaged 15-day (half monthly) data to get monthly data. I also interpolated data from 1/12 (0.0833) degree into 0.5 degree and saved the data in NetCDF format.
Temporal resolution: monthly
General information: This product was derived from half monthly AVHRR BU leaf area index from Boston University.
Spatial resolution: 0.5x0.5 degree
Derived data code: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-lai-avhrr.ncl