Mean State

Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.30
CLM5_GSWP3V1 [-] -0.181 -0.181 1.30 -0.00290 0.000524 -0.937 1.29 3.19 0.0801 0.182 0.471 0.00727 0.184
Control [-] -0.0565 -0.0596 1.30 0.00131 0.000524 -0.858 1.17 3.09 0.0834 0.237 0.491 0.0197 0.214
Randomized [-] -0.113 -0.118 1.30 0.000810 0.000524 -0.895 1.21 3.12 0.0824 0.214 0.486 0.0217 0.204
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.184
CLM5_GSWP3V1 [-] -0.0777 -0.0726 0.184 -0.000146 0.000637 -0.102 1.00 4.36 0.387 0.258 0.259 0.0145 0.235
Control [-] -0.0382 -0.0368 0.184 0.000143 0.000637 -0.0884 0.948 4.33 0.392 0.293 0.255 0.00446 0.248
Randomized [-] -0.0531 -0.0498 0.184 6.35e-05 0.000637 -0.0938 0.958 4.32 0.390 0.287 0.255 0.00487 0.245
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.55
CLM5_GSWP3V1 [-] -0.0937 -0.0918 2.55 -0.00337 0.00428 -0.805 1.21 3.30 0.275 0.264 0.433 0.0140 0.250
Control [-] -0.161 -0.155 2.55 -0.00440 0.00428 -0.823 1.15 3.18 0.273 0.337 0.463 0.00351 0.283
Randomized [-] -0.197 -0.190 2.55 -0.00531 0.00428 -0.834 1.16 3.20 0.270 0.335 0.460 0.00573 0.281
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0114
CLM5_GSWP3V1 [-] -0.0225 -0.0222 0.0112 -0.000522 0.000146 -0.0302 0.711 1.96 0.715 0.170 0.751 0.0377 0.369
Control [-] 0.0764 0.0752 0.0112 0.00130 0.000146 0.0571 0.752 2.13 0.682 0.180 0.713 0.475 0.446
Randomized [-] 0.0419 0.0412 0.0112 0.000878 0.000146 0.0279 0.841 2.12 0.693 0.163 0.715 0.378 0.422
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.09
CLM5_GSWP3V1 [-] -0.202 -0.179 1.06 -0.0235 0.0305 -1.24 1.33 3.52 0.00897 0.156 0.409 0.00885 0.148
Control [-] -0.0496 -0.0455 1.06 -0.00464 0.0305 -1.09 1.20 3.18 0.0171 0.136 0.476 0.287 0.210
Randomized [-] -0.0743 -0.0661 1.06 -0.00860 0.0305 -1.12 1.23 3.26 0.0163 0.126 0.455 0.272 0.199
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.881
CLM5_GSWP3V1 [-] -0.320 -0.308 0.880 -0.00241 0.000520 -0.366 1.58 3.13 0.660 0.165 0.476 0.0422 0.302
Control [-] -0.0362 -0.0332 0.880 0.000948 0.000520 -0.280 1.65 3.26 0.730 0.143 0.439 0.190 0.329
Randomized [-] -0.0856 -0.0809 0.880 0.000770 0.000520 -0.295 1.67 3.32 0.717 0.139 0.426 0.144 0.313
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.44
CLM5_GSWP3V1 [-] -0.584 -0.577 1.44 -0.0151 0.00193 -0.314 1.10 3.20 0.433 0.179 0.475 0.0264 0.259
Control [-] -0.357 -0.354 1.44 -0.00590 0.00193 -0.277 1.18 3.21 0.419 0.143 0.468 0.0586 0.246
Randomized [-] -0.463 -0.459 1.44 -0.00709 0.00193 -0.293 1.22 3.24 0.422 0.130 0.463 0.0512 0.239
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.10
CLM5_GSWP3V1 [-] -0.376 -0.357 1.09 -0.0160 0.00674 -0.596 1.05 2.63 0.283 0.286 0.584 0.0290 0.294
Control [-] -0.174 -0.168 1.09 -0.00641 0.00674 -0.513 0.965 2.78 0.306 0.300 0.556 0.0291 0.298
Randomized [-] -0.170 -0.163 1.09 -0.00711 0.00674 -0.511 0.976 2.79 0.308 0.293 0.554 0.0310 0.296
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] -0.0283
CLM5_GSWP3V1 [-] -0.0143 -0.0154 -0.0281 -0.000337 -0.000156 0.00715 0.901 2.14 0.690 0.121 0.701 0.0578 0.338
Control [-] 0.0696 0.0693 -0.0281 0.000277 -0.000156 0.0754 0.609 2.11 0.654 0.260 0.723 0.376 0.455
Randomized [-] 0.0501 0.0493 -0.0281 0.000332 -0.000156 0.0593 0.656 2.18 0.656 0.248 0.710 0.245 0.421
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] -0.545
CLM5_GSWP3V1 [-] -0.0522 -0.0427 -0.550 -0.00873 0.00575 0.170 0.738 4.10 0.233 0.215 0.280 0.0102 0.191
Control [-] -0.0169 -0.0199 -0.550 0.00185 0.00575 0.183 0.733 3.89 0.244 0.226 0.333 0.0320 0.212
Randomized [-] -0.0204 -0.0233 -0.550 0.00180 0.00575 0.182 0.737 3.82 0.243 0.231 0.343 0.0292 0.215
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.00
CLM5_GSWP3V1 [-] -0.395 -0.379 0.994 -0.0118 0.00608 -0.715 2.59 4.78 0.520 0.0935 0.154 0.0326 0.179
Control [-] -0.232 -0.227 0.994 -0.00368 0.00608 -0.625 2.53 4.58 0.571 0.102 0.188 0.0453 0.202
Randomized [-] -0.253 -0.247 0.994 -0.00435 0.00608 -0.637 2.58 4.64 0.566 0.0978 0.175 0.0435 0.196
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 17.0
CLM5_GSWP3V1 [-] -3.98 -3.85 17.0 -0.118 0.0708 -0.458 1.23 3.35 0.363 0.194 0.440 0.0258 0.243
Control [-] -1.64 -1.61 17.0 -0.0228 0.0708 -0.405 1.20 3.32 0.375 0.200 0.447 0.0365 0.252
Randomized [-] -2.37 -2.33 17.0 -0.0345 0.0708 -0.421 1.23 3.35 0.373 0.191 0.439 0.0350 0.246
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] -0.413
CLM5_GSWP3V1 [-] -0.0330 -0.0300 -0.410 -0.00380 -0.00286 0.124 0.501 3.90 0.269 0.116 0.338 0.0530 0.178
Control [-] -0.0531 -0.0500 -0.410 -0.00296 -0.00286 0.117 0.518 3.36 0.275 0.132 0.441 0.0612 0.208
Randomized [-] -0.0707 -0.0681 -0.410 -0.00300 -0.00286 0.111 0.530 3.55 0.276 0.132 0.404 0.0760 0.204
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] -0.223
CLM5_GSWP3V1 [-] -0.0521 -0.0503 -0.223 -0.000791 -0.000381 0.0723 0.714 2.48 0.477 0.177 0.629 0.0791 0.308
Control [-] 0.0728 0.0725 -0.223 0.00115 -0.000381 0.126 0.713 2.74 0.448 0.196 0.578 0.201 0.324
Randomized [-] 0.0822 0.0815 -0.223 0.000999 -0.000381 0.129 0.739 2.80 0.443 0.191 0.567 0.313 0.341
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.603
CLM5_GSWP3V1 [-] -0.110 -0.0976 0.600 -0.0103 0.00308 -0.692 1.02 3.14 0.195 0.249 0.482 0.0126 0.238
Control [-] -9.45e-05 5.32e-05 0.600 0.000490 0.00308 -0.579 0.932 3.12 0.218 0.241 0.482 0.0361 0.244
Randomized [-] -0.0153 -0.0129 0.600 -0.00153 0.00308 -0.595 0.952 3.17 0.215 0.224 0.474 0.0340 0.234
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.18
CLM5_GSWP3V1 [-] -0.403 -0.389 1.18 -0.00622 0.000875 -1.09 2.87 4.21 0.422 0.140 0.269 0.0124 0.197
Control [-] -0.133 -0.130 1.18 0.000487 0.000875 -0.903 2.62 4.04 0.485 0.153 0.304 0.0869 0.237
Randomized [-] -0.143 -0.139 1.18 0.000259 0.000875 -0.910 2.64 3.96 0.483 0.152 0.327 0.0867 0.240
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.411
CLM5_GSWP3V1 [-] -0.235 -0.234 0.406 -0.00209 0.00483 -0.338 1.65 4.17 0.625 0.0838 0.254 0.0857 0.226
Control [-] -0.0368 -0.0374 0.406 -0.000455 0.00483 -0.233 1.81 4.12 0.718 0.0698 0.262 0.296 0.283
Randomized [-] -0.0749 -0.0752 0.406 -0.000305 0.00483 -0.252 1.80 4.11 0.709 0.0696 0.268 0.264 0.276
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.179
CLM5_GSWP3V1 [-] -0.108 -0.115 0.178 -0.000566 0.00105 -0.202 0.975 3.21 0.455 0.188 0.481 0.0492 0.272
Control [-] -0.0617 -0.0658 0.178 -4.11e-05 0.00105 -0.165 1.01 3.35 0.469 0.141 0.451 0.0343 0.247
Randomized [-] -0.0738 -0.0780 0.178 -9.44e-05 0.00105 -0.174 1.04 3.28 0.467 0.131 0.465 0.0372 0.247
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.99
CLM5_GSWP3V1 [-] -0.587 -0.581 3.99 -0.00303 0.00401 -1.49 1.56 2.23 0.0150 0.280 0.655 0.00689 0.247
Control [-] -0.360 -0.359 3.99 -0.00119 0.00401 -1.42 1.48 2.28 0.0174 0.253 0.645 0.0348 0.240
Randomized [-] -0.503 -0.500 3.99 -0.00196 0.00401 -1.46 1.53 2.34 0.0151 0.229 0.634 0.0472 0.231
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.26
CLM5_GSWP3V1 [-] -0.0974 -0.0962 2.26 -0.00481 0.000612 -0.995 1.48 3.57 0.263 0.255 0.390 0.0638 0.245
Control [-] -0.0866 -0.0848 2.26 -0.00175 0.000612 -0.989 1.46 3.70 0.267 0.257 0.364 0.0417 0.237
Randomized [-] -0.221 -0.220 2.26 -0.00231 0.000612 -1.05 1.54 3.97 0.248 0.238 0.311 0.0298 0.213
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0847
CLM5_GSWP3V1 [-] -0.0321 -0.0303 0.0819 -0.00134 0.00275 -0.109 0.837 3.79 0.244 0.145 0.354 0.0147 0.180
Control [-] -0.00402 -0.00373 0.0819 -0.000391 0.00275 -0.0787 0.777 3.76 0.253 0.145 0.364 0.0139 0.184
Randomized [-] -0.0110 -0.00933 0.0819 -0.000435 0.00275 -0.0843 0.782 3.59 0.253 0.140 0.395 0.0128 0.188

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
Data not available
BIAS SCORE
Data not available
Data not available
RMSE
Data not available
Data not available
RMSE SCORE
Data not available
Data not available
BENCHMARK MAX MONTH
Data not available
Data not available
MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
Data not available
SEASONAL CYCLE SCORE
Data not available
Data not available

SPATIAL TAYLOR DIAGRAM
Data not available
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
Data not available
ANNUAL CYCLE
Data not available

All Models

Benchmark
Data not available
Data not available
CLM5_GSWP3V1
Data not available
Data not available
Control
Data not available
Data not available
Randomized
Data not available
Data not available

Data Information

  Title:
derived GBAF in 0.5x0.5

  Source_file:
This product is generated from monthly Global Biosphere Amtospher Flux (GBAF) observations

  Conventions:
Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question

  Creation_date:
Thu Jul 30 15:10:46 PDT 2015

  Approach:
I read this variable from data file, and then save the data in NetCDF format by each month and each year. Meanwhile, I also converted the unit from gC/m2/day to KgC/m2/day.

  Temporal resolution:
monthly

  General information:
This product was derived from Monthly estimates of global biosphere-atmosphere fluxes from Biogeochemistry group at Max Planck Institute in Jena, Germany.

  Spatial resolution:
0.5x0.5 degree

  Derived data code:
http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-nee-GBAF.ncl