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Benchmark | [-] | 0.735 | |||||||||||||||
CLM4 | [-] | 0.555 | 0.529 | 1.26 | 0.723 | 1.60 | -0.135 | 0.441 | 1.78 | 0.35 | 0.24 | 0.77 | 0.92 | 0.64 | 0.53 | ||
CLM4.5 | [-] | 0.626 | 0.586 | 1.80 | 0.723 | 1.60 | -0.0559 | 0.519 | 1.93 | 0.36 | 0.19 | 0.74 | 0.89 | 0.49 | 0.48 | ||
CLM5 | [-] | 0.780 | 0.728 | 2.53 | 0.723 | 1.60 | 0.111 | 0.571 | 2.44 | 0.40 | 0.17 | 0.66 | 0.82 | 0.43 | 0.44 |
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Benchmark | [-] | 1.11 | |||||||||||||||
CLM4 | [-] | 1.46 | 1.47 | 1.02 | 1.12 | 0.888 | 0.343 | 1.38 | 1.37 | 0.34 | 0.40 | 0.84 | 0.16 | 0.59 | 0.45 | ||
CLM4.5 | [-] | 2.21 | 2.22 | 1.51 | 1.12 | 0.888 | 1.09 | 2.11 | 1.30 | 0.34 | 0.31 | 0.85 | 0.15 | 0.54 | 0.42 | ||
CLM5 | [-] | 2.19 | 2.20 | 1.76 | 1.12 | 0.888 | 1.07 | 2.30 | 1.22 | 0.35 | 0.28 | 0.84 | 0.17 | 0.47 | 0.40 |
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Benchmark | [-] | 0.783 | |||||||||||||||
CLM4 | [-] | 1.57 | 1.67 | 0.281 | 0.788 | 0.600 | 0.843 | 1.45 | 1.96 | 0.25 | 0.34 | 0.75 | 0.23 | 0.51 | 0.40 | ||
CLM4.5 | [-] | 2.33 | 2.48 | 0.490 | 0.788 | 0.600 | 1.63 | 2.32 | 1.76 | 0.14 | 0.27 | 0.80 | 0.17 | 0.43 | 0.35 | ||
CLM5 | [-] | 2.06 | 2.18 | 0.555 | 0.788 | 0.600 | 1.35 | 2.17 | 2.17 | 0.16 | 0.25 | 0.70 | 0.23 | 0.42 | 0.34 |
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Benchmark | [-] | 1.92 | |||||||||||||||
CLM4 | [-] | 1.96 | 1.88 | 3.00 | 1.95 | 1.81 | 0.0631 | 1.44 | 2.38 | 0.29 | 0.24 | 0.60 | 0.79 | 0.54 | 0.45 | ||
CLM4.5 | [-] | 2.57 | 2.48 | 4.11 | 1.95 | 1.81 | 0.764 | 1.89 | 2.06 | 0.22 | 0.20 | 0.68 | 0.59 | 0.46 | 0.39 | ||
CLM5 | [-] | 1.98 | 1.92 | 2.83 | 1.95 | 1.81 | 0.105 | 1.13 | 2.39 | 0.35 | 0.29 | 0.56 | 0.89 | 0.61 | 0.50 |
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Benchmark | [-] | 0.775 | |||||||||||||||
CLM4 | [-] | 1.22 | 1.40 | 0.237 | 0.770 | 0.781 | 0.709 | 1.18 | 1.80 | 0.40 | 0.36 | 0.78 | 0.31 | 0.65 | 0.48 | ||
CLM4.5 | [-] | 1.18 | 1.36 | 0.210 | 0.770 | 0.781 | 0.649 | 1.14 | 1.99 | 0.42 | 0.36 | 0.76 | 0.34 | 0.63 | 0.48 | ||
CLM5 | [-] | 1.02 | 1.15 | 0.320 | 0.770 | 0.781 | 0.429 | 0.992 | 1.30 | 0.49 | 0.37 | 0.86 | 0.61 | 0.59 | 0.55 |
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Benchmark | [-] | 3.64 | |||||||||||||||
CLM4 | [-] | 8.92 | 8.98 | 8.17 | 3.77 | 2.98 | 4.81 | 5.12 | 2.03 | 0.015 | 0.19 | 0.69 | 0.49 | 0.45 | 0.34 | ||
CLM4.5 | [-] | 7.09 | 7.02 | 7.58 | 3.77 | 2.98 | 3.33 | 3.58 | 2.73 | 0.030 | 0.27 | 0.54 | 0.85 | 0.52 | 0.41 | ||
CLM5 | [-] | 5.15 | 5.20 | 4.84 | 3.77 | 2.98 | 1.31 | 1.63 | 3.70 | 0.24 | 0.32 | 0.39 | 0.93 | 0.60 | 0.47 |
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Benchmark | [-] | 1.37 | |||||||||||||||
CLM4 | [-] | 2.13 | 2.15 | 2.45 | 1.39 | 0.953 | 0.782 | 1.42 | 1.86 | 0.40 | 0.30 | 0.72 | 0.43 | 0.64 | 0.46 | ||
CLM4.5 | [-] | 2.83 | 2.86 | 3.12 | 1.39 | 0.953 | 1.49 | 1.96 | 2.04 | 0.25 | 0.27 | 0.68 | 0.44 | 0.57 | 0.41 | ||
CLM5 | [-] | 2.83 | 2.85 | 3.14 | 1.39 | 0.953 | 1.49 | 1.99 | 0.994 | 0.29 | 0.30 | 0.88 | 0.34 | 0.56 | 0.44 |
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Benchmark | [-] | 1.50 | |||||||||||||||
CLM4 | [-] | 1.95 | 2.45 | 0.214 | 1.49 | 1.84 | 1.03 | 1.71 | 2.00 | 0.23 | 0.27 | 0.70 | 0.51 | 0.56 | 0.42 | ||
CLM4.5 | [-] | 1.85 | 2.32 | 0.238 | 1.49 | 1.84 | 0.920 | 1.70 | 2.12 | 0.25 | 0.27 | 0.65 | 0.59 | 0.53 | 0.43 | ||
CLM5 | [-] | 1.62 | 2.01 | 0.226 | 1.49 | 1.84 | 0.589 | 1.40 | 1.94 | 0.34 | 0.31 | 0.68 | 0.76 | 0.56 | 0.49 |
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Benchmark | [-] | 0.471 | |||||||||||||||
CLM4 | [-] | 0.189 | 0.490 | 0.0247 | 0.465 | 0.670 | 0.0600 | 0.465 | 3.02 | 0.31 | 0.22 | 0.55 | 0.76 | 0.49 | 0.43 | ||
CLM4.5 | [-] | 0.216 | 0.546 | 0.0363 | 0.465 | 0.670 | 0.151 | 0.554 | 2.87 | 0.31 | 0.19 | 0.61 | 0.74 | 0.42 | 0.41 | ||
CLM5 | [-] | 0.281 | 0.705 | 0.0518 | 0.465 | 0.670 | 0.314 | 0.821 | 2.41 | 0.26 | 0.11 | 0.75 | 0.75 | 0.23 | 0.37 |
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Benchmark | [-] | 1.48 | |||||||||||||||
CLM4 | [-] | 1.72 | 2.04 | 0.0644 | 1.48 | 1.16 | 0.573 | 1.31 | 3.09 | 0.29 | 0.23 | 0.39 | 0.60 | 0.58 | 0.39 | ||
CLM4.5 | [-] | 1.20 | 1.40 | 0.0843 | 1.48 | 1.16 | -0.0357 | 1.17 | 2.80 | 0.24 | 0.29 | 0.39 | 0.68 | 0.59 | 0.41 | ||
CLM5 | [-] | 0.964 | 1.13 | 0.0682 | 1.48 | 1.16 | -0.333 | 0.920 | 1.92 | 0.35 | 0.33 | 0.62 | 0.92 | 0.63 | 0.53 |
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Benchmark | [-] | 3.43 | |||||||||||||||
CLM4 | [-] | 6.87 | 6.80 | 5.97 | 3.46 | 1.72 | 3.26 | 3.84 | 1.98 | 0.059 | 0.25 | 0.75 | 0.51 | 0.57 | 0.40 | ||
CLM4.5 | [-] | 5.87 | 5.80 | 7.08 | 3.46 | 1.72 | 2.38 | 3.07 | 1.93 | 0.12 | 0.25 | 0.75 | 0.59 | 0.47 | 0.41 | ||
CLM5 | [-] | 4.85 | 4.81 | 4.90 | 3.46 | 1.72 | 1.34 | 1.83 | 2.35 | 0.28 | 0.30 | 0.67 | 0.96 | 0.56 | 0.51 |
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Benchmark | [-] | 1.80 | |||||||||||||||
CLM4 | [-] | 3.88 | 3.92 | 2.57 | 1.80 | 2.70 | 2.15 | 2.77 | 1.48 | 0.21 | 0.17 | 0.81 | 0.46 | 0.49 | 0.39 | ||
CLM4.5 | [-] | 3.16 | 3.17 | 2.88 | 1.80 | 2.70 | 1.49 | 2.31 | 2.10 | 0.25 | 0.21 | 0.68 | 0.49 | 0.57 | 0.40 | ||
CLM5 | [-] | 2.20 | 2.20 | 2.12 | 1.80 | 2.70 | 0.473 | 1.34 | 2.84 | 0.37 | 0.33 | 0.53 | 0.81 | 0.63 | 0.50 |
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Benchmark | [-] | 1.73 | |||||||||||||||
CLM4 | [-] | 1.97 | 2.07 | 0.591 | 1.73 | 1.66 | 0.287 | 1.36 | 2.00 | 0.24 | 0.26 | 0.68 | 0.57 | 0.59 | 0.43 | ||
CLM4.5 | [-] | 1.53 | 1.61 | 0.883 | 1.73 | 1.66 | -0.135 | 1.23 | 2.37 | 0.22 | 0.29 | 0.59 | 0.66 | 0.61 | 0.44 | ||
CLM5 | [-] | 1.54 | 1.59 | 0.991 | 1.73 | 1.66 | -0.145 | 1.01 | 2.29 | 0.32 | 0.30 | 0.58 | 0.86 | 0.56 | 0.49 |
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Benchmark | [-] | 2.53 | |||||||||||||||
CLM4 | [-] | 4.24 | 4.37 | 1.17 | 2.54 | 1.29 | 1.78 | 2.48 | 2.32 | 0.14 | 0.25 | 0.65 | 0.62 | 0.54 | 0.41 | ||
CLM4.5 | [-] | 3.39 | 3.48 | 1.37 | 2.54 | 1.29 | 0.946 | 1.79 | 2.63 | 0.28 | 0.25 | 0.55 | 0.80 | 0.48 | 0.43 | ||
CLM5 | [-] | 3.05 | 3.13 | 1.52 | 2.54 | 1.29 | 0.598 | 1.37 | 2.15 | 0.35 | 0.30 | 0.72 | 0.92 | 0.52 | 0.52 |
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Benchmark | [-] | 1.29 | |||||||||||||||
CLM4 | [-] | 2.64 | 2.66 | 1.67 | 1.29 | 1.51 | 1.40 | 1.86 | 1.64 | 0.28 | 0.33 | 0.82 | 0.40 | 0.61 | 0.46 | ||
CLM4.5 | [-] | 2.50 | 2.51 | 1.61 | 1.29 | 1.51 | 1.25 | 1.78 | 1.78 | 0.29 | 0.32 | 0.80 | 0.44 | 0.60 | 0.46 | ||
CLM5 | [-] | 1.86 | 1.86 | 1.40 | 1.29 | 1.51 | 0.592 | 1.21 | 1.17 | 0.44 | 0.40 | 0.87 | 0.65 | 0.63 | 0.56 |
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CLM4 | [-] | 0.257 | 0.71 | 0.71 | |
CLM4.5 | [-] | 0.259 | 0.69 | 0.69 | |
CLM5 | [-] | 0.238 | 0.50 | 0.50 |
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CLM4 | [-] | 0.568 | 0.32 | 0.32 | |
CLM4.5 | [-] | 0.407 | 0.21 | 0.21 | |
CLM5 | [-] | 0.483 | 0.18 | 0.18 |
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CLM4 | [-] | 0.332 | 0.24 | 0.24 | |
CLM4.5 | [-] | 0.382 | 0.078 | 0.078 | |
CLM5 | [-] | 0.399 | 0.10 | 0.10 |
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CLM4 | [-] | 0.230 | 0.61 | 0.61 | |
CLM4.5 | [-] | 0.215 | 0.42 | 0.42 | |
CLM5 | [-] | 0.267 | 0.70 | 0.70 |
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CLM4 | [-] | 0.363 | 0.093 | 0.093 | |
CLM4.5 | [-] | 0.346 | 0.14 | 0.14 | |
CLM5 | [-] | 0.392 | 0.34 | 0.34 |
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CLM4 | [-] | 0.135 | 0.30 | 0.30 | |
CLM4.5 | [-] | 0.0948 | 0.37 | 0.37 | |
CLM5 | [-] | 0.264 | 0.72 | 0.72 |
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CLM4 | [-] | 0.543 | 0.47 | 0.47 | |
CLM4.5 | [-] | 0.530 | 0.21 | 0.21 | |
CLM5 | [-] | 0.499 | 0.17 | 0.17 |
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CLM4 | [-] | 0.445 | 0.35 | 0.35 | |
CLM4.5 | [-] | 0.448 | 0.45 | 0.45 | |
CLM5 | [-] | 0.434 | 0.64 | 0.64 |
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CLM4 | [-] | 0.390 | 0.36 | 0.36 | |
CLM4.5 | [-] | 0.375 | 0.40 | 0.40 | |
CLM5 | [-] | 0.483 | 0.34 | 0.34 |
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CLM4 | [-] | 0.316 | 0.32 | 0.32 | |
CLM4.5 | [-] | 0.417 | 0.42 | 0.42 | |
CLM5 | [-] | 0.400 | 0.67 | 0.67 |
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CLM4 | [-] | 0.163 | 0.37 | 0.37 | |
CLM4.5 | [-] | 0.148 | 0.44 | 0.44 | |
CLM5 | [-] | 0.263 | 0.63 | 0.63 |
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CLM4 | [-] | 0.283 | 0.30 | 0.30 | |
CLM4.5 | [-] | 0.276 | 0.37 | 0.37 | |
CLM5 | [-] | 0.303 | 0.64 | 0.64 |
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Precipitation RMSE Score [1] |
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CLM4 | [-] | 0.395 | 0.38 | 0.38 | |
CLM4.5 | [-] | 0.455 | 0.50 | 0.50 | |
CLM5 | [-] | 0.392 | 0.68 | 0.68 |
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Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
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CLM4 | [-] | 0.315 | 0.41 | 0.41 | |
CLM4.5 | [-] | 0.328 | 0.62 | 0.62 | |
CLM5 | [-] | 0.373 | 0.71 | 0.71 |
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Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
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CLM4 | [-] | 0.359 | 0.21 | 0.21 | |
CLM4.5 | [-] | 0.358 | 0.25 | 0.25 | |
CLM5 | [-] | 0.313 | 0.48 | 0.48 |
_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