Evaporation (evspsbl)
Calibration maps (historical period) — SSP1-2.6 — Low emissions, bilinear interpolation
Projected future trend — SSP1-2.6 — Low emissions, bilinear interpolation
Monthly breakdown — SSP1-2.6 — Low emissions, bilinear interpolation
Seasonal cycle — SSP1-2.6 — Low emissions, bilinear interpolation
Statistics: Statistics Ssp126 Bilinear
################################################################################
evspsbl Bias Correction Statistics
################################################################################
Format: 1.1
Created: 2026-09-10 11:21:28
Author:
Project:
Institute:
Area:
Experiment:
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================================================================================
Calibration: 1990-01-01 – 2014-12-31 | Model: GFDL-ESM4
================================================================================
Analysed: 2026-09-10 11:21:28
--- Model historical vs reference ---
RMSE: 6.8530e-05
Bias: -5.3247e-05
MAE: 5.5533e-05
Correlation: 0.3055
N points: 229,320
Model mean: 2.1148e-05 (model raw)
Ref mean: 7.4396e-05 (reference)
Model std: 1.3922e-05
Ref std: 4.5306e-05
Error distribution (model raw − reference):
Min: -1.7647e-04
5th pct: -1.2445e-04
25th pct: -8.8094e-05
Median: -5.0619e-05
75th pct: -1.5949e-05
95th pct: +6.9436e-06
Max: +6.3189e-05
Monthly breakdown:
Month RMSE Bias MAE Corr
--------------------------------------------------------
Jan 7.2812e-05 -4.7518e-05 5.3368e-05 0.4151
Feb 7.0705e-05 -4.8277e-05 5.1767e-05 0.4511
Mar 6.1338e-05 -4.7229e-05 4.8645e-05 0.4673
Apr 5.9650e-05 -5.0923e-05 5.1817e-05 0.1524
May 6.5409e-05 -5.5696e-05 5.6882e-05 -0.1926
Jun 7.0419e-05 -5.8800e-05 6.0173e-05 0.0969
Jul 6.9046e-05 -5.6757e-05 5.8156e-05 0.1507
Aug 6.5656e-05 -5.7961e-05 5.8412e-05 -0.2630
Sep 6.1871e-05 -5.5049e-05 5.5253e-05 -0.2543
Oct 6.9769e-05 -5.5563e-05 5.6886e-05 0.2693
Nov 7.4708e-05 -5.2453e-05 5.6448e-05 0.3932
Dec 7.8376e-05 -5.2743e-05 5.8592e-05 0.4339
--------------------------------------------------------
All 6.8530e-05 -5.3247e-05 5.5533e-05 0.3055
================================================================================
Future: 2015-01-01 – 2099-12-31 | Model: GFDL-ESM4 (bias-corrected)
================================================================================
Analysed: 2026-09-10 11:21:28
--- Corrected future (area mean) ---
Future mean: 8.9948e-05
Future std: 3.3002e-05
Reference mean: 7.6014e-05 (calibration period)
10-year period means:
Period Mean Std
----------------------------------------
2015–2019 8.9696e-05 4.1955e-05
2020–2029 9.5922e-05 3.1121e-05
2030–2039 9.2687e-05 2.9696e-05
2040–2049 8.6377e-05 3.4757e-05
2050–2059 9.1748e-05 3.2411e-05
2060–2069 9.3057e-05 3.5540e-05
2070–2079 8.7821e-05 3.0965e-05
2080–2089 8.6772e-05 3.0508e-05
2090–2099 8.5328e-05 3.1794e-05
Monthly climatology (area mean):
Month Corrected Reference Diff
--------------------------------------------------
Jan 6.6889e-05 6.7674e-05 -7.8581e-07
Feb 7.1845e-05 6.7262e-05 +4.5823e-06
Mar 7.2680e-05 6.7423e-05 +5.2571e-06
Apr 8.4983e-05 7.3006e-05 +1.1977e-05
May 1.1150e-04 7.9088e-05 +3.2414e-05
Jun 1.1143e-04 8.6031e-05 +2.5400e-05
Jul 9.6527e-05 8.5166e-05 +1.1361e-05
Aug 1.0428e-04 8.4241e-05 +2.0037e-05
Sep 9.2940e-05 7.8740e-05 +1.4200e-05
Oct 1.0722e-04 7.6641e-05 +3.0578e-05
Nov 7.5623e-05 7.3905e-05 +1.7180e-06
Dec 8.3465e-05 7.2995e-05 +1.0470e-05
Near-surface Specific Humidity (huss)
Calibration maps (historical period) — SSP1-2.6 — Low emissions, bilinear interpolation
Projected future trend — SSP1-2.6 — Low emissions, bilinear interpolation
Monthly breakdown — SSP1-2.6 — Low emissions, bilinear interpolation
Seasonal cycle — SSP1-2.6 — Low emissions, bilinear interpolation
Statistics: Statistics Ssp126 Bilinear
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huss Bias Correction Statistics
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Format: 1.1
Created: 2026-09-10 11:10:48
Author:
Project:
Institute:
Area:
Experiment:
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================================================================================
Calibration: 1990-01-01 – 2014-12-31 | Model: GFDL-ESM4
================================================================================
Analysed: 2026-09-10 11:10:48
--- Model historical vs reference ---
RMSE: 2.1779e-03
Bias: -1.1819e-04
MAE: 1.7681e-03
Correlation: 0.5148
N points: 229,320
Model mean: 5.5842e-03 (model raw)
Ref mean: 5.7024e-03 (reference)
Model std: 2.2950e-03
Ref std: 2.1078e-03
Error distribution (model raw − reference):
Min: -7.4484e-03
5th pct: -3.6969e-03
25th pct: -1.6208e-03
Median: -2.1721e-04
75th pct: +1.3938e-03
95th pct: +3.5485e-03
Max: +6.2900e-03
Monthly breakdown:
Month RMSE Bias MAE Corr
--------------------------------------------------------
Jan 1.6003e-03 -4.1762e-04 1.2702e-03 0.2264
Feb 1.5028e-03 -2.6512e-04 1.1781e-03 0.1755
Mar 1.7005e-03 -3.4576e-04 1.3770e-03 -0.1520
Apr 1.9804e-03 -3.1454e-04 1.6716e-03 -0.6792
May 2.4367e-03 -4.5859e-05 2.0949e-03 -0.9346
Jun 2.7288e-03 +2.8420e-04 2.3110e-03 -0.7871
Jul 2.7091e-03 +6.7835e-05 2.2784e-03 -0.6249
Aug 2.5962e-03 +5.3093e-05 2.1853e-03 -0.7511
Sep 2.5005e-03 +8.0841e-05 2.0996e-03 -0.8715
Oct 2.2922e-03 -8.8991e-05 1.9076e-03 -0.5937
Nov 1.9045e-03 -2.6344e-04 1.5655e-03 -0.1854
Dec 1.6392e-03 -1.6291e-04 1.2776e-03 0.1119
--------------------------------------------------------
All 2.1779e-03 -1.1819e-04 1.7681e-03 0.5148
================================================================================
Future: 2015-01-01 – 2099-12-31 | Model: GFDL-ESM4 (bias-corrected)
================================================================================
Analysed: 2026-09-10 11:10:48
--- Corrected future (area mean) ---
Future mean: 6.2449e-03
Future std: 2.0081e-03
Reference mean: 5.8405e-03 (calibration period)
10-year period means:
Period Mean Std
----------------------------------------
2015–2019 6.2627e-03 1.9439e-03
2020–2029 6.3999e-03 2.0217e-03
2030–2039 6.2101e-03 2.0719e-03
2040–2049 6.1788e-03 2.0428e-03
2050–2059 6.2463e-03 1.9663e-03
2060–2069 6.3874e-03 2.0206e-03
2070–2079 6.2350e-03 1.9911e-03
2080–2089 6.1789e-03 1.9648e-03
2090–2099 6.1144e-03 1.9970e-03
Monthly climatology (area mean):
Month Corrected Reference Diff
--------------------------------------------------
Jan 4.3091e-03 3.9533e-03 +3.5573e-04
Feb 4.1524e-03 3.8590e-03 +2.9338e-04
Mar 4.4400e-03 4.1419e-03 +2.9816e-04
Apr 5.2204e-03 4.8012e-03 +4.1925e-04
May 6.3913e-03 6.0018e-03 +3.8951e-04
Jun 7.7417e-03 7.4198e-03 +3.2192e-04
Jul 9.3576e-03 8.7104e-03 +6.4722e-04
Aug 9.2640e-03 8.6856e-03 +5.7839e-04
Sep 7.8274e-03 7.4194e-03 +4.0800e-04
Oct 6.4533e-03 6.0521e-03 +4.0118e-04
Nov 5.2722e-03 4.9006e-03 +3.7161e-04
Dec 4.3425e-03 4.1407e-03 +2.0173e-04
Net Longwave Radiation (net_lw)
Calibration maps (historical period) — SSP1-2.6 — Low emissions, conservative
Projected future trend — SSP1-2.6 — Low emissions, conservative
Monthly breakdown — SSP1-2.6 — Low emissions, conservative
Seasonal cycle — SSP1-2.6 — Low emissions, conservative
Statistics: Statistics Ssp126 Conservative
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net_lw Bias Correction Statistics
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Format: 1.1
Created: 2026-09-02 14:51:12
Author:
Project:
Institute:
Area:
Experiment:
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================================================================================
Calibration: 1990-01-01 – 2014-12-31 | Model: GFDL-ESM4
================================================================================
Analysed: 2026-09-02 14:51:12
--- Model historical vs reference ---
RMSE: 1.7527e+01
Bias: +5.4586e+00
MAE: 1.3843e+01
Correlation: 0.1657
N points: 243,612
Model mean: -4.7106e+01 (model raw)
Ref mean: -5.2565e+01 (reference)
Model std: 1.4121e+01
Ref std: 1.1477e+01
Error distribution (model raw − reference):
Min: -5.6554e+01
5th pct: -2.0796e+01
25th pct: -5.9647e+00
Median: +4.7926e+00
75th pct: +1.6511e+01
95th pct: +3.4350e+01
Max: +6.8203e+01
Monthly breakdown:
Month RMSE Bias MAE Corr
--------------------------------------------------------
Jan 1.8853e+01 +1.9458e+00 1.4348e+01 0.3730
Feb 1.6874e+01 +4.9077e+00 1.3649e+01 0.4139
Mar 1.7197e+01 +8.0615e+00 1.4630e+01 0.1431
Apr 1.7827e+01 +1.0729e+01 1.5058e+01 -0.2164
May 1.7125e+01 +9.8751e+00 1.3811e+01 -0.2924
Jun 1.6750e+01 +4.5146e+00 1.2484e+01 -0.0102
Jul 1.7913e+01 +2.2685e+00 1.4077e+01 0.0065
Aug 1.8740e+01 +5.5695e+00 1.4527e+01 -0.2385
Sep 1.5974e+01 +5.1080e+00 1.2557e+01 -0.3282
Oct 1.5897e+01 +6.3491e+00 1.2666e+01 0.0595
Nov 1.7680e+01 +2.9143e+00 1.3931e+01 0.3413
Dec 1.9141e+01 +3.2601e+00 1.4375e+01 0.3652
--------------------------------------------------------
All 1.7527e+01 +5.4586e+00 1.3843e+01 0.1657
================================================================================
Future: 2015-01-01 – 2099-12-31 | Model: GFDL-ESM4 (bias-corrected)
================================================================================
Analysed: 2026-09-02 14:51:12
--- Corrected future (area mean) ---
Future mean: -5.3172e+01
Future std: 7.8162e+00
Reference mean: -5.2973e+01 (calibration period)
10-year period means:
Period Mean Std
----------------------------------------
2015–2019 -5.2315e+01 7.9995e+00
2020–2029 -5.3147e+01 8.0390e+00
2030–2039 -5.3202e+01 7.6739e+00
2040–2049 -5.3166e+01 7.7315e+00
2050–2059 -5.3132e+01 7.7715e+00
2060–2069 -5.3463e+01 8.0781e+00
2070–2079 -5.3523e+01 7.8813e+00
2080–2089 -5.2891e+01 7.6859e+00
2090–2099 -5.3285e+01 7.5162e+00
Monthly climatology (area mean):
Month Corrected Reference Diff
--------------------------------------------------
Jan -4.7211e+01 -4.8447e+01 +1.2356e+00
Feb -5.0336e+01 -5.1518e+01 +1.1823e+00
Mar -5.5258e+01 -5.6331e+01 +1.0732e+00
Apr -5.9765e+01 -5.9212e+01 -5.5212e-01
May -6.0893e+01 -5.8602e+01 -2.2916e+00
Jun -5.6070e+01 -5.4921e+01 -1.1496e+00
Jul -5.1517e+01 -5.1945e+01 +4.2768e-01
Aug -5.4316e+01 -5.3570e+01 -7.4619e-01
Sep -5.3589e+01 -5.2512e+01 -1.0770e+00
Oct -5.2527e+01 -5.1198e+01 -1.3291e+00
Nov -4.7864e+01 -4.8616e+01 +7.5242e-01
Dec -4.8596e+01 -4.8809e+01 +2.1265e-01
Net Shortwave Radiation (net_sw)
Calibration maps (historical period) — SSP1-2.6 — Low emissions, conservative
Projected future trend — SSP1-2.6 — Low emissions, conservative
Monthly breakdown — SSP1-2.6 — Low emissions, conservative
Seasonal cycle — SSP1-2.6 — Low emissions, conservative
Statistics: Statistics Ssp126 Conservative
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net_sw Bias Correction Statistics
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Format: 1.1
Created: 2026-09-03 14:01:13
Author:
Project:
Institute:
Area:
Experiment:
################################################################################
================================================================================
Calibration: 1990-01-01 – 2014-12-31 | Model: GFDL-ESM4
================================================================================
Analysed: 2026-09-03 14:01:13
--- Model historical vs reference ---
RMSE: 4.2214e+01
Bias: -8.3224e+00
MAE: 3.3567e+01
Correlation: 0.8346
N points: 243,612
Model mean: 9.1444e+01 (model raw)
Ref mean: 9.9766e+01 (reference)
Model std: 7.0810e+01
Ref std: 7.2919e+01
Error distribution (model raw − reference):
Min: -2.0753e+02
5th pct: -7.9129e+01
25th pct: -3.5888e+01
Median: -7.0592e+00
75th pct: +1.9912e+01
95th pct: +5.8693e+01
Max: +1.7443e+02
Monthly breakdown:
Month RMSE Bias MAE Corr
--------------------------------------------------------
Jan 2.6032e+01 -3.1063e+00 2.1985e+01 -0.8239
Feb 3.7519e+01 -5.7587e+00 3.1368e+01 -0.7731
Mar 4.7637e+01 -1.3332e+01 3.8798e+01 -0.6095
Apr 5.2680e+01 -2.4491e+01 4.3359e+01 -0.3167
May 4.5714e+01 -2.2363e+01 3.6883e+01 -0.1079
Jun 3.8190e+01 -3.8544e+00 2.9465e+01 -0.0519
Jul 4.4463e+01 -1.3051e+00 3.5593e+01 -0.3121
Aug 5.3536e+01 -7.6688e+00 4.2912e+01 -0.6666
Sep 5.1264e+01 -6.6891e+00 4.1987e+01 -0.8254
Oct 4.2828e+01 -5.8250e+00 3.6042e+01 -0.9051
Nov 3.0157e+01 -3.2959e+00 2.5508e+01 -0.8748
Dec 2.2168e+01 -2.1803e+00 1.8898e+01 -0.8157
--------------------------------------------------------
All 4.2214e+01 -8.3224e+00 3.3567e+01 0.8346
================================================================================
Future: 2015-01-01 – 2099-12-31 | Model: GFDL-ESM4 (bias-corrected)
================================================================================
Analysed: 2026-09-03 14:01:13
--- Corrected future (area mean) ---
Future mean: 1.0661e+02
Future std: 7.3069e+01
Reference mean: 1.0325e+02 (calibration period)
10-year period means:
Period Mean Std
----------------------------------------
2015–2019 1.0481e+02 7.2193e+01
2020–2029 1.0609e+02 7.2666e+01
2030–2039 1.0613e+02 7.2615e+01
2040–2049 1.0663e+02 7.2923e+01
2050–2059 1.0708e+02 7.3437e+01
2060–2069 1.0762e+02 7.3599e+01
2070–2079 1.0734e+02 7.3863e+01
2080–2089 1.0615e+02 7.2499e+01
2090–2099 1.0670e+02 7.3341e+01
Monthly climatology (area mean):
Month Corrected Reference Diff
--------------------------------------------------
Jan 1.9430e+01 2.0474e+01 -1.0441e+00
Feb 4.2728e+01 4.2400e+01 +3.2778e-01
Mar 8.7986e+01 8.6638e+01 +1.3481e+00
Apr 1.5149e+02 1.4520e+02 +6.2911e+00
May 2.0040e+02 1.9119e+02 +9.2074e+00
Jun 2.1115e+02 2.0463e+02 +6.5283e+00
Jul 1.9530e+02 1.9109e+02 +4.2041e+00
Aug 1.6025e+02 1.5601e+02 +4.2339e+00
Sep 1.0675e+02 1.0329e+02 +3.4545e+00
Oct 5.8135e+01 5.6383e+01 +1.7520e+00
Nov 2.6151e+01 2.6083e+01 +6.7540e-02
Dec 1.5557e+01 1.5659e+01 -1.0202e-01
Precipitation (pr)
Calibration maps (historical period) — SSP1-2.6 — Low emissions, conservative
Projected future trend — SSP1-2.6 — Low emissions, conservative
Monthly breakdown — SSP1-2.6 — Low emissions, conservative
Seasonal cycle — SSP1-2.6 — Low emissions, conservative
Statistics: Statistics Ssp126 Conservative
################################################################################
pr Bias Correction Statistics
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Format: 1.1
Created: 2026-09-10 10:02:52
Author:
Project:
Institute:
Area:
Experiment:
################################################################################
================================================================================
Calibration: 1990-01-01 – 2014-12-31 | Model: GFDL-ESM4
================================================================================
Analysed: 2026-09-10 10:02:52
--- Model historical vs reference ---
RMSE: 3.2469e-05
Bias: +3.0369e-05
MAE: 3.0369e-05
Correlation: 0.4909
N points: 243,612
Model mean: 3.0412e-05 (model raw)
Ref mean: 4.2730e-08 (reference)
Model std: 1.1496e-05
Ref std: 1.7820e-08
Error distribution (model raw − reference):
Min: +2.6874e-06
5th pct: +1.5483e-05
25th pct: +2.2067e-05
Median: +2.8070e-05
75th pct: +3.6490e-05
95th pct: +5.3761e-05
Max: +7.5236e-05
Monthly breakdown:
Month RMSE Bias MAE Corr
--------------------------------------------------------
Jan 3.4819e-05 +3.2118e-05 3.2118e-05 0.5990
Feb 3.2703e-05 +3.0083e-05 3.0083e-05 0.5637
Mar 2.8593e-05 +2.7053e-05 2.7053e-05 0.5130
Apr 2.5842e-05 +2.4835e-05 2.4835e-05 0.2492
May 2.5318e-05 +2.4354e-05 2.4354e-05 -0.1032
Jun 2.6886e-05 +2.5074e-05 2.5074e-05 -0.0156
Jul 2.9839e-05 +2.8145e-05 2.8145e-05 0.1853
Aug 3.2929e-05 +3.1500e-05 3.1500e-05 0.1734
Sep 3.5713e-05 +3.4497e-05 3.4497e-05 0.3574
Oct 3.5893e-05 +3.4335e-05 3.4335e-05 0.5122
Nov 3.8975e-05 +3.6721e-05 3.6721e-05 0.5693
Dec 3.8239e-05 +3.5715e-05 3.5715e-05 0.6012
--------------------------------------------------------
All 3.2469e-05 +3.0369e-05 3.0369e-05 0.4909
================================================================================
Future: 2015-01-01 – 2099-12-31 | Model: GFDL-ESM4 (bias-corrected)
================================================================================
Analysed: 2026-09-10 10:02:52
--- Corrected future (area mean) ---
Future mean: 3.7905e-05
Future std: 2.5964e-05
Reference mean: 4.2646e-08 (calibration period)
10-year period means:
Period Mean Std
----------------------------------------
2015–2019 3.7718e-05 2.4826e-05
2020–2029 3.8248e-05 2.4830e-05
2030–2039 3.7668e-05 2.5233e-05
2040–2049 3.7262e-05 2.6847e-05
2050–2059 3.7712e-05 2.5687e-05
2060–2069 3.9059e-05 2.7713e-05
2070–2079 3.7990e-05 2.6339e-05
2080–2089 3.8711e-05 2.6211e-05
2090–2099 3.6688e-05 2.5206e-05
Monthly climatology (area mean):
Month Corrected Reference Diff
--------------------------------------------------
Jan 4.1447e-05 4.7381e-08 +4.1400e-05
Feb 3.6572e-05 4.3793e-08 +3.6528e-05
Mar 3.1950e-05 3.8251e-08 +3.1912e-05
Apr 3.0089e-05 3.5201e-08 +3.0054e-05
May 3.1266e-05 3.4692e-08 +3.1232e-05
Jun 3.7395e-05 3.8137e-08 +3.7357e-05
Jul 3.7387e-05 4.0041e-08 +3.7347e-05
Aug 4.0654e-05 4.1577e-08 +4.0613e-05
Sep 4.0100e-05 4.4224e-08 +4.0056e-05
Oct 4.5515e-05 4.9600e-08 +4.5466e-05
Nov 4.2711e-05 5.0166e-08 +4.2661e-05
Dec 3.9604e-05 4.8684e-08 +3.9556e-05
Sea-level Pressure (psl)
Calibration maps (historical period) — SSP1-2.6 — Low emissions, bilinear interpolation
Projected future trend — SSP1-2.6 — Low emissions, bilinear interpolation
Monthly breakdown — SSP1-2.6 — Low emissions, bilinear interpolation
Seasonal cycle — SSP1-2.6 — Low emissions, bilinear interpolation
Statistics: Statistics Ssp126 Bilinear
################################################################################
psl Bias Correction Statistics
################################################################################
Format: 1.1
Created: 2026-09-10 10:43:19
Author:
Project:
Institute:
Area:
Experiment:
################################################################################
================================================================================
Calibration: 1990-01-01 – 2014-12-31 | Model: GFDL-ESM4
================================================================================
Analysed: 2026-09-10 10:43:19
--- Model historical vs reference ---
RMSE: 6.3091e+02
Bias: -6.6888e+01
MAE: 4.8953e+02
Correlation: -0.0467
N points: 229,320
Model mean: 1.0115e+05 (model raw)
Ref mean: 1.0122e+05 (reference)
Model std: 4.1714e+02
Ref std: 4.4948e+02
Error distribution (model raw − reference):
Min: -1.8410e+03
5th pct: -1.1605e+03
25th pct: -4.9923e+02
Median: +2.1266e+01
75th pct: +3.0519e+02
95th pct: +9.4676e+02
Max: +1.7376e+03
Monthly breakdown:
Month RMSE Bias MAE Corr
--------------------------------------------------------
Jan 8.5151e+02 -1.3767e+02 7.4341e+02 -0.2043
Feb 8.8372e+02 -8.3057e+01 7.6861e+02 -0.3710
Mar 6.2907e+02 +2.0067e+01 5.5334e+02 -0.6816
Apr 1.0651e+02 +6.3752e+01 8.9419e+01 0.8815
May 1.3541e+02 +5.5971e+01 1.1396e+02 0.4110
Jun 2.2761e+02 +1.4003e+02 1.9191e+02 0.4059
Jul 3.5208e+02 +1.9993e+01 3.0778e+02 -0.5182
Aug 5.1488e+02 -1.0715e+02 4.4881e+02 -0.7578
Sep 7.0177e+02 -1.9326e+02 6.2145e+02 -0.6785
Oct 5.8338e+02 +3.0583e+01 5.1734e+02 -0.0124
Nov 6.6929e+02 -2.4183e+02 5.8406e+02 0.0207
Dec 1.0599e+03 -3.7008e+02 9.3425e+02 -0.6004
--------------------------------------------------------
All 6.3091e+02 -6.6888e+01 4.8953e+02 -0.0467
================================================================================
Future: 2015-01-01 – 2099-12-31 | Model: GFDL-ESM4 (bias-corrected)
================================================================================
Analysed: 2026-09-10 10:43:19
--- Corrected future (area mean) ---
Future mean: 1.0241e+05
Future std: 7.6148e+02
Reference mean: 1.0127e+05 (calibration period)
10-year period means:
Period Mean Std
----------------------------------------
2015–2019 1.0233e+05 7.4453e+02
2020–2029 1.0235e+05 7.5983e+02
2030–2039 1.0240e+05 7.1809e+02
2040–2049 1.0248e+05 7.7936e+02
2050–2059 1.0237e+05 7.5548e+02
2060–2069 1.0240e+05 7.6633e+02
2070–2079 1.0244e+05 7.7283e+02
2080–2089 1.0239e+05 7.6811e+02
2090–2099 1.0246e+05 7.6763e+02
Monthly climatology (area mean):
Month Corrected Reference Diff
--------------------------------------------------
Jan 1.0228e+05 1.0114e+05 +1.1384e+03
Feb 1.0240e+05 1.0118e+05 +1.2174e+03
Mar 1.0238e+05 1.0128e+05 +1.0989e+03
Apr 1.0245e+05 1.0130e+05 +1.1554e+03
May 1.0260e+05 1.0150e+05 +1.1009e+03
Jun 1.0261e+05 1.0144e+05 +1.1760e+03
Jul 1.0250e+05 1.0136e+05 +1.1401e+03
Aug 1.0248e+05 1.0134e+05 +1.1405e+03
Sep 1.0250e+05 1.0133e+05 +1.1634e+03
Oct 1.0222e+05 1.0116e+05 +1.0554e+03
Nov 1.0219e+05 1.0110e+05 +1.0914e+03
Dec 1.0226e+05 1.0114e+05 +1.1214e+03
Downwelling Longwave Radiation (rlds)
Calibration maps (historical period) — SSP1-2.6 — Low emissions, conservative
Projected future trend — SSP1-2.6 — Low emissions, conservative
Monthly breakdown — SSP1-2.6 — Low emissions, conservative
Seasonal cycle — SSP1-2.6 — Low emissions, conservative
Statistics: Statistics Ssp126 Conservative
################################################################################
rlds Bias Correction Statistics
################################################################################
Format: 1.1
Created: 2026-08-25 12:59:39
Author:
Project:
Institute:
Area:
Experiment:
################################################################################
================================================================================
Calibration: 1990-01-01 – 2014-12-31 | Model: GFDL-ESM4
================================================================================
Analysed: 2026-08-25 12:59:39
--- Model historical vs reference ---
RMSE: 3.2435e+01
Bias: -3.2596e-01
MAE: 2.3672e+01
Correlation: 0.5084
N points: 243,612
Model mean: 3.0156e+02 (model raw)
Ref mean: 3.0188e+02 (reference)
Model std: 3.5472e+01
Ref std: 2.8940e+01
Error distribution (model raw − reference):
Min: -2.3688e+02
5th pct: -4.2886e+01
25th pct: -1.8059e+01
Median: +1.2938e+00
75th pct: +2.1451e+01
95th pct: +4.5193e+01
Max: +8.2741e+01
Monthly breakdown:
Month RMSE Bias MAE Corr
--------------------------------------------------------
Jan 3.3936e+01 -5.5853e+00 2.5933e+01 0.1610
Feb 3.2903e+01 -1.4020e+00 2.4716e+01 0.1539
Mar 3.3435e+01 -2.6161e-01 2.5518e+01 0.0189
Apr 3.3560e+01 +8.9054e-01 2.5659e+01 -0.2423
May 3.3255e+01 +1.7873e+00 2.5611e+01 -0.3255
Jun 3.1913e+01 +1.4919e+00 2.2520e+01 -0.2633
Jul 3.0767e+01 -1.5475e+00 2.0287e+01 -0.2263
Aug 3.0055e+01 -1.3854e-01 1.9412e+01 -0.2077
Sep 3.0897e+01 +8.9555e-01 2.1207e+01 -0.2206
Oct 3.1600e+01 +2.1928e+00 2.2817e+01 -0.1225
Nov 3.2751e+01 -1.6669e+00 2.4842e+01 -0.0806
Dec 3.3851e+01 -5.6773e-01 2.5543e+01 0.0426
--------------------------------------------------------
All 3.2435e+01 -3.2596e-01 2.3672e+01 0.5084
================================================================================
Future: 2015-01-01 – 2099-12-31 | Model: GFDL-ESM4 (bias-corrected)
================================================================================
Analysed: 2026-08-25 12:59:39
--- Corrected future (area mean) ---
Future mean: 3.0791e+02
Future std: 2.4963e+01
Reference mean: 3.0419e+02 (calibration period)
10-year period means:
Period Mean Std
----------------------------------------
2015–2019 3.0864e+02 2.4219e+01
2020–2029 3.0948e+02 2.4442e+01
2030–2039 3.0742e+02 2.5623e+01
2040–2049 3.0721e+02 2.5623e+01
2050–2059 3.0813e+02 2.4321e+01
2060–2069 3.0920e+02 2.4625e+01
2070–2079 3.0765e+02 2.4958e+01
2080–2089 3.0739e+02 2.4845e+01
2090–2099 3.0643e+02 2.5439e+01
Monthly climatology (area mean):
Month Corrected Reference Diff
--------------------------------------------------
Jan 2.8430e+02 2.7956e+02 +4.7376e+00
Feb 2.8075e+02 2.7610e+02 +4.6542e+00
Mar 2.8344e+02 2.7869e+02 +4.7580e+00
Apr 2.9148e+02 2.8867e+02 +2.8030e+00
May 3.0803e+02 3.0606e+02 +1.9680e+00
Jun 3.2868e+02 3.2584e+02 +2.8422e+00
Jul 3.4632e+02 3.4126e+02 +5.0557e+00
Aug 3.4317e+02 3.3998e+02 +3.1952e+00
Sep 3.2834e+02 3.2583e+02 +2.5113e+00
Oct 3.1161e+02 3.0937e+02 +2.2404e+00
Nov 2.9963e+02 2.9558e+02 +4.0412e+00
Dec 2.8705e+02 2.8330e+02 +3.7512e+00
Upwelling Longwave Radiation (rlus)
Calibration maps (historical period) — SSP1-2.6 — Low emissions, conservative
Projected future trend — SSP1-2.6 — Low emissions, conservative
Monthly breakdown — SSP1-2.6 — Low emissions, conservative
Seasonal cycle — SSP1-2.6 — Low emissions, conservative
Statistics: Statistics Ssp126 Conservative
################################################################################
rlus Bias Correction Statistics
################################################################################
Format: 1.1
Created: 2026-09-01 14:31:31
Author:
Project:
Institute:
Area:
Experiment:
################################################################################
================================================================================
Calibration: 1990-01-01 – 2014-12-31 | Model: GFDL-ESM4
================================================================================
Analysed: 2026-09-01 14:31:31
--- Model historical vs reference ---
RMSE: 4.2491e+01
Bias: -5.7845e+00
MAE: 3.1405e+01
Correlation: 0.4169
N points: 243,612
Model mean: 3.4866e+02 (model raw)
Ref mean: 3.5445e+02 (reference)
Model std: 4.2914e+01
Ref std: 3.3720e+01
Error distribution (model raw − reference):
Min: -2.6516e+02
5th pct: -6.5957e+01
25th pct: -3.1013e+01
Median: -2.3329e+00
75th pct: +2.1316e+01
95th pct: +5.7113e+01
Max: +1.1274e+02
Monthly breakdown:
Month RMSE Bias MAE Corr
--------------------------------------------------------
Jan 4.2328e+01 -7.5311e+00 3.1682e+01 0.3966
Feb 4.1625e+01 -6.3096e+00 3.0981e+01 0.3533
Mar 4.1252e+01 -8.3232e+00 2.9837e+01 0.1748
Apr 4.3009e+01 -9.8382e+00 3.1249e+01 -0.2100
May 4.4501e+01 -8.0878e+00 3.3835e+01 -0.4148
Jun 4.4056e+01 -3.0228e+00 3.3794e+01 -0.2960
Jul 4.3864e+01 -3.8160e+00 3.3192e+01 -0.2098
Aug 4.3517e+01 -5.7080e+00 3.2559e+01 -0.3067
Sep 4.1810e+01 -4.2125e+00 3.0414e+01 -0.3212
Oct 4.1341e+01 -4.1563e+00 2.9533e+01 -0.0678
Nov 4.1162e+01 -4.5813e+00 2.9628e+01 0.1913
Dec 4.1231e+01 -3.8278e+00 3.0152e+01 0.3398
--------------------------------------------------------
All 4.2491e+01 -5.7845e+00 3.1405e+01 0.4169
================================================================================
Future: 2015-01-01 – 2099-12-31 | Model: GFDL-ESM4 (bias-corrected)
================================================================================
Analysed: 2026-09-01 14:31:31
--- Corrected future (area mean) ---
Future mean: 3.6329e+02
Future std: 2.6893e+01
Reference mean: 3.5716e+02 (calibration period)
10-year period means:
Period Mean Std
----------------------------------------
2015–2019 3.6238e+02 2.5424e+01
2020–2029 3.6670e+02 2.5778e+01
2030–2039 3.6280e+02 2.7374e+01
2040–2049 3.6180e+02 2.7767e+01
2050–2059 3.6313e+02 2.6513e+01
2060–2069 3.6645e+02 2.6765e+01
2070–2079 3.6339e+02 2.7303e+01
2080–2089 3.6204e+02 2.6566e+01
2090–2099 3.6042e+02 2.7102e+01
Monthly climatology (area mean):
Month Corrected Reference Diff
--------------------------------------------------
Jan 3.3264e+02 3.2800e+02 +4.6303e+00
Feb 3.3262e+02 3.2762e+02 +4.9992e+00
Mar 3.4061e+02 3.3502e+02 +5.5888e+00
Apr 3.5530e+02 3.4789e+02 +7.4110e+00
May 3.7200e+02 3.6467e+02 +7.3358e+00
Jun 3.8564e+02 3.8076e+02 +4.8839e+00
Jul 4.0171e+02 3.9321e+02 +8.5086e+00
Aug 4.0234e+02 3.9355e+02 +8.7900e+00
Sep 3.8400e+02 3.7834e+02 +5.6545e+00
Oct 3.6636e+02 3.6057e+02 +5.7893e+00
Nov 3.4868e+02 3.4420e+02 +4.4795e+00
Dec 3.3523e+02 3.3211e+02 +3.1191e+00
Downwelling Shortwave Radiation (rsds)
Calibration maps (historical period) — SSP1-2.6 — Low emissions, conservative
Projected future trend — SSP1-2.6 — Low emissions, conservative
Monthly breakdown — SSP1-2.6 — Low emissions, conservative
Seasonal cycle — SSP1-2.6 — Low emissions, conservative
Statistics: Statistics Ssp126 Conservative
################################################################################
rsds Bias Correction Statistics
################################################################################
Format: 1.1
Created: 2026-08-25 12:49:00
Author:
Project:
Institute:
Area:
Experiment:
################################################################################
================================================================================
Calibration: 1990-01-01 – 2014-12-31 | Model: GFDL-ESM4
================================================================================
Analysed: 2026-08-25 12:49:00
--- Model historical vs reference ---
RMSE: 4.5920e+01
Bias: -5.8594e+00
MAE: 3.7194e+01
Correlation: 0.8367
N points: 243,612
Model mean: 1.0805e+02 (model raw)
Ref mean: 1.1391e+02 (reference)
Model std: 7.8928e+01
Ref std: 8.0374e+01
Error distribution (model raw − reference):
Min: -2.0945e+02
5th pct: -8.3113e+01
25th pct: -3.7708e+01
Median: -4.9196e+00
75th pct: +2.7182e+01
95th pct: +6.7559e+01
Max: +1.3423e+02
Monthly breakdown:
Month RMSE Bias MAE Corr
--------------------------------------------------------
Jan 3.3414e+01 -1.2734e+00 2.8473e+01 -0.8973
Feb 4.5815e+01 -2.8971e+00 3.8170e+01 -0.9337
Mar 4.9427e+01 -9.1285e+00 4.0001e+01 -0.8814
Apr 4.5359e+01 -2.1099e+01 3.7680e+01 -0.6821
May 3.9478e+01 -2.0226e+01 3.1099e+01 -0.3850
Jun 3.9496e+01 -6.9071e-01 3.1443e+01 -0.2295
Jul 5.1193e+01 +1.6632e+00 4.2351e+01 -0.4257
Aug 6.2416e+01 -5.1446e+00 5.1592e+01 -0.7615
Sep 5.9283e+01 -4.2079e+00 4.9841e+01 -0.9037
Oct 4.9039e+01 -4.0547e+00 4.1700e+01 -0.9374
Nov 3.5491e+01 -2.0367e+00 3.0128e+01 -0.9101
Dec 2.7819e+01 -1.2166e+00 2.3855e+01 -0.8449
--------------------------------------------------------
All 4.5920e+01 -5.8594e+00 3.7194e+01 0.8367
================================================================================
Future: 2015-01-01 – 2099-12-31 | Model: GFDL-ESM4 (bias-corrected)
================================================================================
Analysed: 2026-08-25 12:49:00
--- Corrected future (area mean) ---
Future mean: 1.2151e+02
Future std: 8.1445e+01
Reference mean: 1.1797e+02 (calibration period)
10-year period means:
Period Mean Std
----------------------------------------
2015–2019 1.1905e+02 8.0392e+01
2020–2029 1.2019e+02 8.0903e+01
2030–2039 1.2091e+02 8.0755e+01
2040–2049 1.2173e+02 8.1259e+01
2050–2059 1.2196e+02 8.1874e+01
2060–2069 1.2245e+02 8.2023e+01
2070–2079 1.2253e+02 8.2411e+01
2080–2089 1.2127e+02 8.0846e+01
2090–2099 1.2230e+02 8.1944e+01
Monthly climatology (area mean):
Month Corrected Reference Diff
--------------------------------------------------
Jan 2.3725e+01 2.5326e+01 -1.6011e+00
Feb 5.3042e+01 5.2979e+01 +6.3378e-02
Mar 1.0518e+02 1.0485e+02 +3.3501e-01
Apr 1.7623e+02 1.6941e+02 +6.8163e+00
May 2.2660e+02 2.1733e+02 +9.2704e+00
Jun 2.3624e+02 2.2923e+02 +7.0092e+00
Jul 2.1868e+02 2.1363e+02 +5.0511e+00
Aug 1.7992e+02 1.7431e+02 +5.6092e+00
Sep 1.2007e+02 1.1572e+02 +4.3535e+00
Oct 6.5793e+01 6.3770e+01 +2.0224e+00
Nov 3.0068e+01 3.0149e+01 -8.0763e-02
Dec 1.8459e+01 1.8909e+01 -4.4957e-01
Upwelling Shortwave Radiation (rsus)
Calibration maps (historical period) — SSP1-2.6 — Low emissions, conservative
Projected future trend — SSP1-2.6 — Low emissions, conservative
Monthly breakdown — SSP1-2.6 — Low emissions, conservative
Seasonal cycle — SSP1-2.6 — Low emissions, conservative
Statistics: Statistics Ssp126 Conservative
################################################################################
rsus Bias Correction Statistics
################################################################################
Format: 1.1
Created: 2026-09-03 11:04:04
Author:
Project:
Institute:
Area:
Experiment:
################################################################################
================================================================================
Calibration: 1990-01-01 – 2014-12-31 | Model: GFDL-ESM4
================================================================================
Analysed: 2026-09-03 11:04:04
--- Model historical vs reference ---
RMSE: 1.6783e+01
Bias: +2.4631e+00
MAE: 1.0765e+01
Correlation: 0.4007
N points: 243,612
Model mean: 1.6611e+01 (model raw)
Ref mean: 1.4148e+01 (reference)
Model std: 1.5133e+01
Ref std: 1.5194e+01
Error distribution (model raw − reference):
Min: -2.3002e+02
5th pct: -2.2228e+01
25th pct: -3.6342e+00
Median: +1.1433e+00
75th pct: +1.0103e+01
95th pct: +2.8170e+01
Max: +1.0416e+02
Monthly breakdown:
Month RMSE Bias MAE Corr
--------------------------------------------------------
Jan 9.7748e+00 +1.8329e+00 6.9844e+00 -0.3404
Feb 1.3603e+01 +2.8616e+00 9.3079e+00 0.0811
Mar 1.9208e+01 +4.2035e+00 1.2972e+01 0.2934
Apr 2.7937e+01 +3.3912e+00 1.8782e+01 0.1650
May 2.5125e+01 +2.1369e+00 1.6182e+01 0.1867
Jun 1.9454e+01 +3.1637e+00 1.3314e+01 0.1449
Jul 1.8638e+01 +2.9682e+00 1.3150e+01 0.0607
Aug 1.6432e+01 +2.5242e+00 1.2164e+01 -0.0815
Sep 1.2520e+01 +2.4812e+00 9.5797e+00 -0.2833
Oct 8.4909e+00 +1.7702e+00 6.5898e+00 -0.3814
Nov 6.6959e+00 +1.2592e+00 5.0281e+00 -0.4818
Dec 7.0024e+00 +9.6373e-01 5.1202e+00 -0.4479
--------------------------------------------------------
All 1.6783e+01 +2.4631e+00 1.0765e+01 0.4007
================================================================================
Future: 2015-01-01 – 2099-12-31 | Model: GFDL-ESM4 (bias-corrected)
================================================================================
Analysed: 2026-09-03 11:04:04
--- Corrected future (area mean) ---
Future mean: 1.6762e+01
Future std: 1.1967e+01
Reference mean: 1.4713e+01 (calibration period)
10-year period means:
Period Mean Std
----------------------------------------
2015–2019 1.4226e+01 1.0089e+01
2020–2029 1.4856e+01 1.0453e+01
2030–2039 1.6054e+01 1.1253e+01
2040–2049 1.7088e+01 1.1854e+01
2050–2059 1.6878e+01 1.2127e+01
2060–2069 1.7482e+01 1.2451e+01
2070–2079 1.7712e+01 1.2519e+01
2080–2089 1.7260e+01 1.2059e+01
2090–2099 1.8031e+01 1.3231e+01
Monthly climatology (area mean):
Month Corrected Reference Diff
--------------------------------------------------
Jan 4.9925e+00 4.8520e+00 +1.4045e-01
Feb 1.0292e+01 1.0579e+01 -2.8672e-01
Mar 1.8184e+01 1.8211e+01 -2.7211e-02
Apr 2.6978e+01 2.4208e+01 +2.7703e+00
May 2.7796e+01 2.6136e+01 +1.6599e+00
Jun 2.6661e+01 2.4604e+01 +2.0574e+00
Jul 2.6353e+01 2.2535e+01 +3.8182e+00
Aug 2.2825e+01 1.8296e+01 +4.5298e+00
Sep 1.5077e+01 1.2429e+01 +2.6481e+00
Oct 8.2104e+00 7.3871e+00 +8.2325e-01
Nov 3.9297e+00 4.0658e+00 -1.3611e-01
Dec 9.3946e+00 3.2498e+00 +6.1449e+00
Near-surface Air Temperature (tas)
Calibration maps (historical period) — SSP1-2.6 — Low emissions, bilinear interpolation
Projected future trend — SSP1-2.6 — Low emissions, bilinear interpolation
Monthly breakdown — SSP1-2.6 — Low emissions, bilinear interpolation
Seasonal cycle — SSP1-2.6 — Low emissions, bilinear interpolation
Statistics: Statistics Ssp126 Bilinear
################################################################################
tas Bias Correction Statistics
################################################################################
Format: 1.1
Created: 2026-09-10 09:52:45
Author:
Project:
Institute:
Area:
Experiment:
################################################################################
================================================================================
Calibration: 1990-01-01 – 2014-12-31 | Model: GFDL-ESM4
================================================================================
Analysed: 2026-09-10 09:52:45
--- Model historical vs reference ---
RMSE: 6.9425e+00
Bias: -1.6123e+00
MAE: 5.5457e+00
Correlation: 0.5101
N points: 229,320
Model mean: 2.7930e+02 (model raw)
Ref mean: 2.8091e+02 (reference)
Model std: 7.1289e+00
Ref std: 6.4644e+00
Error distribution (model raw − reference):
Min: -2.5628e+01
5th pct: -1.2920e+01
25th pct: -6.4655e+00
Median: -1.3230e+00
75th pct: +3.1151e+00
95th pct: +9.6267e+00
Max: +1.9077e+01
Monthly breakdown:
Month RMSE Bias MAE Corr
--------------------------------------------------------
Jan 7.4180e+00 -2.4782e+00 5.8624e+00 0.4004
Feb 7.3060e+00 -1.9990e+00 5.7098e+00 0.3147
Mar 7.4953e+00 -2.6069e+00 5.8969e+00 -0.0287
Apr 7.6622e+00 -2.7801e+00 6.0867e+00 -0.6055
May 7.3488e+00 -1.9049e+00 6.0216e+00 -0.8190
Jun 6.7078e+00 -7.5394e-01 5.5515e+00 -0.5636
Jul 6.4216e+00 -9.5489e-01 5.2865e+00 -0.4297
Aug 6.3444e+00 -1.1870e+00 5.2263e+00 -0.6596
Sep 6.3237e+00 -9.8074e-01 5.1463e+00 -0.7649
Oct 6.5564e+00 -1.0733e+00 5.2461e+00 -0.3422
Nov 6.7518e+00 -1.4082e+00 5.2746e+00 0.0850
Dec 6.7854e+00 -1.2204e+00 5.2397e+00 0.3276
--------------------------------------------------------
All 6.9425e+00 -1.6123e+00 5.5457e+00 0.5101
================================================================================
Future: 2015-01-01 – 2099-12-31 | Model: GFDL-ESM4 (bias-corrected)
================================================================================
Analysed: 2026-09-10 09:52:45
--- Corrected future (area mean) ---
Future mean: 2.8547e+02
Future std: 5.3549e+00
Reference mean: 2.8131e+02 (calibration period)
10-year period means:
Period Mean Std
----------------------------------------
2015–2019 2.8539e+02 5.1226e+00
2020–2029 2.8589e+02 5.2627e+00
2030–2039 2.8528e+02 5.5522e+00
2040–2049 2.8526e+02 5.5159e+00
2050–2059 2.8554e+02 5.2117e+00
2060–2069 2.8594e+02 5.3043e+00
2070–2079 2.8553e+02 5.3530e+00
2080–2089 2.8528e+02 5.2672e+00
2090–2099 2.8504e+02 5.4090e+00
Monthly climatology (area mean):
Month Corrected Reference Diff
--------------------------------------------------
Jan 2.7941e+02 2.7523e+02 +4.1745e+00
Feb 2.7927e+02 2.7519e+02 +4.0755e+00
Mar 2.8110e+02 2.7703e+02 +4.0705e+00
Apr 2.8425e+02 2.7986e+02 +4.3838e+00
May 2.8743e+02 2.8320e+02 +4.2277e+00
Jun 2.9009e+02 2.8619e+02 +3.8968e+00
Jul 2.9297e+02 2.8847e+02 +4.4930e+00
Aug 2.9283e+02 2.8843e+02 +4.4026e+00
Sep 2.8961e+02 2.8561e+02 +4.0026e+00
Oct 2.8605e+02 2.8202e+02 +4.0356e+00
Nov 2.8258e+02 2.7856e+02 +4.0196e+00
Dec 2.7957e+02 2.7593e+02 +3.6324e+00
Eastward Wind (uas)
Calibration maps (historical period) — SSP1-2.6 — Low emissions, bilinear interpolation
Projected future trend — SSP1-2.6 — Low emissions, bilinear interpolation
Monthly breakdown — SSP1-2.6 — Low emissions, bilinear interpolation
Seasonal cycle — SSP1-2.6 — Low emissions, bilinear interpolation
Statistics: Statistics Ssp126 Bilinear
################################################################################
uas Bias Correction Statistics
################################################################################
Format: 1.1
Created: 2026-09-10 10:16:47
Author:
Project:
Institute:
Area:
Experiment:
################################################################################
================================================================================
Calibration: 1990-01-01 – 2014-12-31 | Model: GFDL-ESM4
================================================================================
Analysed: 2026-09-10 10:16:47
--- Model historical vs reference ---
RMSE: 2.1899e+00
Bias: -5.8323e-01
MAE: 1.5651e+00
Correlation: -0.2875
N points: 229,320
Model mean: 4.7848e-01 (model raw)
Ref mean: 1.0617e+00 (reference)
Model std: 1.4397e+00
Ref std: 1.1843e+00
Error distribution (model raw − reference):
Min: -9.0474e+00
5th pct: -4.1773e+00
25th pct: -1.5455e+00
Median: -5.7396e-01
75th pct: +3.0318e-01
95th pct: +3.3297e+00
Max: +8.4953e+00
Monthly breakdown:
Month RMSE Bias MAE Corr
--------------------------------------------------------
Jan 3.0605e+00 -1.2569e+00 2.3330e+00 -0.5044
Feb 2.6320e+00 -9.0611e-01 1.9341e+00 -0.3237
Mar 1.5111e+00 -7.7521e-01 1.2063e+00 -0.1054
Apr 1.7120e+00 -8.3308e-01 1.2718e+00 -0.7066
May 1.5163e+00 -4.8656e-01 1.1188e+00 -0.7885
Jun 1.8507e+00 -8.6459e-01 1.4394e+00 -0.6617
Jul 2.0241e+00 -3.0982e-01 1.4417e+00 -0.5820
Aug 1.9801e+00 +3.4258e-02 1.4975e+00 -0.2973
Sep 1.6335e+00 +1.4151e-01 1.0985e+00 0.0089
Oct 2.0561e+00 -5.3440e-01 1.4467e+00 -0.6381
Nov 2.9638e+00 -8.0933e-01 2.0895e+00 -0.6037
Dec 2.5726e+00 -3.9856e-01 1.9039e+00 -0.1970
--------------------------------------------------------
All 2.1899e+00 -5.8323e-01 1.5651e+00 -0.2875
================================================================================
Future: 2015-01-01 – 2099-12-31 | Model: GFDL-ESM4 (bias-corrected)
================================================================================
Analysed: 2026-09-10 10:16:47
--- Corrected future (area mean) ---
Future mean: 1.3240e+00
Future std: 1.9875e+00
Reference mean: 1.1171e+00 (calibration period)
10-year period means:
Period Mean Std
----------------------------------------
2015–2019 1.1371e+00 1.8832e+00
2020–2029 1.2744e+00 1.9788e+00
2030–2039 1.2835e+00 1.9263e+00
2040–2049 1.3419e+00 2.0611e+00
2050–2059 1.2410e+00 2.0011e+00
2060–2069 1.4126e+00 2.0359e+00
2070–2079 1.4561e+00 1.9736e+00
2080–2089 1.4128e+00 1.9670e+00
2090–2099 1.2633e+00 1.9877e+00
Monthly climatology (area mean):
Month Corrected Reference Diff
--------------------------------------------------
Jan 2.3722e+00 1.7972e+00 +5.7502e-01
Feb 2.3302e+00 1.6725e+00 +6.5767e-01
Mar 1.4772e+00 1.3297e+00 +1.4746e-01
Apr 7.7583e-01 5.3359e-01 +2.4224e-01
May 3.8088e-01 3.6819e-01 +1.2693e-02
Jun 1.2725e+00 8.1012e-01 +4.6241e-01
Jul 1.1376e+00 1.0253e+00 +1.1226e-01
Aug 1.0231e+00 1.0169e+00 +6.1565e-03
Sep 1.1209e+00 9.9367e-01 +1.2719e-01
Oct 1.4219e+00 9.6379e-01 +4.5814e-01
Nov 1.4613e+00 1.2725e+00 +1.8878e-01
Dec 1.1905e+00 1.6214e+00 -4.3093e-01
Northward Wind (vas)
Calibration maps (historical period) — SSP1-2.6 — Low emissions, bilinear interpolation
Projected future trend — SSP1-2.6 — Low emissions, bilinear interpolation
Monthly breakdown — SSP1-2.6 — Low emissions, bilinear interpolation
Seasonal cycle — SSP1-2.6 — Low emissions, bilinear interpolation
Statistics: Statistics Ssp126 Bilinear
################################################################################
vas Bias Correction Statistics
################################################################################
Format: 1.1
Created: 2026-09-10 10:28:17
Author:
Project:
Institute:
Area:
Experiment:
################################################################################
================================================================================
Calibration: 1990-01-01 – 2014-12-31 | Model: GFDL-ESM4
================================================================================
Analysed: 2026-09-10 10:28:17
--- Model historical vs reference ---
RMSE: 1.1287e+00
Bias: -1.2059e-02
MAE: 7.9283e-01
Correlation: 0.3887
N points: 229,320
Model mean: 5.4521e-01 (model raw)
Ref mean: 5.5727e-01 (reference)
Model std: 1.0434e+00
Ref std: 9.9690e-01
Error distribution (model raw − reference):
Min: -8.8383e+00
5th pct: -1.8227e+00
25th pct: -5.6251e-01
Median: +7.7203e-03
75th pct: +5.7103e-01
95th pct: +1.6547e+00
Max: +8.9019e+00
Monthly breakdown:
Month RMSE Bias MAE Corr
--------------------------------------------------------
Jan 1.8074e+00 -7.2755e-01 1.4039e+00 0.1295
Feb 1.3699e+00 +8.7368e-02 9.6897e-01 0.3125
Mar 1.0972e+00 -3.3489e-01 8.0788e-01 0.2725
Apr 7.8440e-01 -2.6290e-01 5.8004e-01 0.4048
May 7.2641e-01 +3.3375e-01 5.8488e-01 0.2244
Jun 7.5435e-01 +2.3387e-01 6.1594e-01 0.3808
Jul 6.6408e-01 +4.9305e-03 5.0377e-01 0.3922
Aug 5.1378e-01 +8.9164e-02 3.7927e-01 0.5852
Sep 7.8132e-01 +3.0145e-01 5.7861e-01 0.5619
Oct 1.1832e+00 +2.5371e-01 8.6529e-01 0.2358
Nov 1.3410e+00 -2.8273e-02 1.0091e+00 0.2671
Dec 1.6477e+00 -9.5337e-02 1.2163e+00 0.0357
--------------------------------------------------------
All 1.1287e+00 -1.2059e-02 7.9283e-01 0.3887
================================================================================
Future: 2015-01-01 – 2099-12-31 | Model: GFDL-ESM4 (bias-corrected)
================================================================================
Analysed: 2026-09-10 10:28:17
--- Corrected future (area mean) ---
Future mean: 5.4546e-01
Future std: 1.9996e+00
Reference mean: 5.3039e-01 (calibration period)
10-year period means:
Period Mean Std
----------------------------------------
2015–2019 6.8701e-01 2.0241e+00
2020–2029 5.8079e-01 1.9835e+00
2030–2039 3.8422e-01 2.0149e+00
2040–2049 5.9374e-01 1.9289e+00
2050–2059 5.0846e-01 1.9978e+00
2060–2069 6.4692e-01 2.0262e+00
2070–2079 5.8661e-01 2.0655e+00
2080–2089 5.4544e-01 1.9790e+00
2090–2099 4.4675e-01 1.9699e+00
Monthly climatology (area mean):
Month Corrected Reference Diff
--------------------------------------------------
Jan 1.9632e+00 1.4604e+00 +5.0271e-01
Feb 1.2201e+00 1.0678e+00 +1.5228e-01
Mar 6.6087e-01 5.9937e-01 +6.1499e-02
Apr 2.2161e-01 5.8783e-02 +1.6283e-01
May -4.4940e-01 -2.3832e-01 -2.1107e-01
Jun -3.9782e-01 -1.9717e-01 -2.0064e-01
Jul -8.6587e-02 7.9133e-02 -1.6572e-01
Aug 1.9273e-01 2.2883e-01 -3.6094e-02
Sep 4.0530e-01 4.8681e-01 -8.1510e-02
Oct 7.0745e-01 7.9341e-01 -8.5961e-02
Nov 1.0637e+00 9.0767e-01 +1.5606e-01
Dec 1.0810e+00 1.1179e+00 -3.6880e-02
River Flow and Nutrient Load Projections
Statistics: river_projection_statistics_ssp126
====================================================================================================
River Projection Statistics — ssp126
====================================================================================================
Site Lat Lon Reg Q_cal Q_near Q_far Δnear% Δfar%
------------------------------------------------------------------------------------------------
0 56.160 14.750 * 0.89 0.45 0.64 -49.56 -28.28
1 65.320 21.410 * 5.98 1.25 1.87 -79.06 -68.65
2 56.660 12.850 * 43.75 20.82 20.71 -52.41 -52.65
3 55.860 14.240 * 1.54 0.98 1.07 -35.92 -30.25
4 56.270 12.830 * 19.79 9.03 10.08 -54.39 -49.08
5 60.370 18.270 * 0.09 0.06 0.06 -24.16 -28.21
6 57.870 16.620 * 0.19 0.14 0.25 -27.07 28.56
7 57.230 12.210 * 41.89 15.14 15.23 -63.86 -63.63
8 64.690 21.130 * 5.76 3.64 3.73 -36.82 -35.24
9 56.921 16.439 * 0.37 0.21 0.30 -42.77 -19.87
10 56.890 12.480 * 54.28 26.67 26.30 -50.86 -51.54
11 55.992 12.746 * 0.06 0.04 0.04 -24.93 -28.58
12 63.750 20.330 * 15.11 5.33 3.58 -64.75 -76.28
13 64.210 21.110 * 0.54 0.19 0.19 -65.33 -65.26
14 58.438 11.683 * 23.53 12.12 12.72 -48.49 -45.92
15 62.792 18.181 * 17.67 6.00 4.08 -66.03 -76.91
16 57.150 16.490 * 0.96 0.84 1.29 -12.36 34.87
17 58.730 17.120 * 0.67 0.37 0.52 -45.19 -23.43
18 65.870 22.370 * 1.61 0.41 0.46 -74.83 -71.51
19 65.720 21.780 * 17.85 7.50 8.09 -57.97 -54.70
20 62.442 17.514 * 15.36 5.82 5.30 -62.12 -65.52
21 56.550 12.950 * 78.60 41.04 42.36 -47.79 -46.10
22 58.640 16.270 * 2.99 2.19 2.83 -26.76 -5.37
23 65.530 21.880 * 0.16 0.03 0.04 -78.61 -74.46
24 65.908 22.638 * 0.17 0.05 0.06 -72.75 -65.63
25 63.340 19.210 * 1.22 0.37 0.28 -69.92 -76.73
26 60.650 17.430 * 11.65 4.87 3.37 -58.17 -71.04
27 58.344 11.903 * 5.23 2.69 2.96 -48.56 -43.49
28 60.680 17.190 * 0.62 0.36 0.30 -43.07 -52.03
29 56.470 16.140 * 0.14 0.07 0.11 -50.29 -23.24
30 61.820 17.270 * 0.57 0.16 0.18 -72.34 -68.97
31 63.550 19.850 * 1.18 0.28 0.16 -76.27 -86.81
32 62.342 17.431 * 4.41 1.59 1.46 -63.96 -66.86
33 59.089 11.229 * 14.44 7.56 6.45 -47.68 -55.32
34 65.860 24.160 * 14.38 4.67 5.12 -67.54 -64.41
35 57.616 18.767 * 2.54 1.18 2.15 -53.44 -15.63
36 56.170 15.410 * 0.20 0.10 0.16 -50.73 -17.18
37 61.192 17.181 * 7.37 2.34 1.44 -68.29 -80.49
38 57.694 11.909 * 577.40 280.71 280.37 -51.38 -51.44
39 63.560 19.450 * 0.64 0.15 0.10 -77.04 -84.93
40 65.880 23.060 * 10.54 2.28 4.15 -78.39 -60.63
41 43.475 -7.055 16.57 8.13 7.47 -50.93 -54.92
42 37.136 -6.853 2.04 2.04 2.04 0.03 0.03
43 37.208 -7.058 0.70 0.70 0.70 0.03 0.03
44 43.671 -7.903 5.01 3.46 3.51 -30.96 -29.94
45 37.136 -6.853 4.01 4.01 4.01 0.03 0.03
46 43.740 -7.695 6.76 6.34 6.33 -6.28 -6.44
47 43.438 -3.450 48.27 17.65 12.39 -63.43 -74.32
48 43.328 -8.210 7.56 5.22 5.07 -30.95 -32.87
49 42.346 -8.612 7.61 1.87 1.67 -75.38 -78.10
50 43.326 -1.921 3.32 0.60 0.31 -81.90 -90.60
51 43.326 -3.020 0.28 0.08 0.05 -71.74 -82.72
52 43.326 -3.020 18.81 5.45 3.56 -71.04 -81.08
53 43.381 -4.510 11.27 1.95 1.62 -82.70 -85.63
54 43.514 -8.154 3.37 2.08 1.99 -38.44 -40.91
55 43.435 -4.035 13.97 4.57 3.45 -67.30 -75.33
56 43.551 -7.261 4.67 2.05 1.92 -56.09 -58.82
57 43.133 -9.128 10.40 5.34 5.07 -48.68 -51.21
58 42.650 -8.745 43.79 13.26 13.67 -69.71 -68.77
59 43.291 -2.132 22.30 4.05 2.14 -81.86 -90.39
60 43.503 -8.161 2.35 1.48 1.37 -36.78 -41.69
61 42.497 -8.812 11.44 2.52 2.47 -78.02 -78.42
62 43.677 -7.599 6.08 4.57 4.42 -24.90 -27.32
63 43.364 -2.498 3.65 0.84 0.52 -76.85 -85.78
64 43.349 -3.121 2.43 0.68 0.41 -71.77 -82.89
65 43.326 -3.020 10.24 2.77 1.71 -72.93 -83.29
66 43.380 -2.680 5.09 1.26 0.69 -75.33 -86.44
67 36.582 -6.237 11.98 11.97 11.97 -0.04 -0.04
68 43.303 -2.248 9.16 1.70 0.86 -81.41 -90.63
69 43.413 -8.175 13.98 9.51 8.41 -31.98 -39.82
70 43.326 -3.020 0.73 0.17 0.11 -76.64 -85.18
71 43.228 -8.942 11.11 6.62 6.19 -40.38 -44.24
72 37.176 -7.402 94.18 94.15 94.15 -0.03 -0.03
73 43.326 -3.020 12.24 2.86 1.75 -76.63 -85.71
74 36.796 -6.345 53.07 53.04 53.04 -0.06 -0.06
75 42.816 -8.885 22.46 6.88 7.24 -69.37 -67.76
76 43.595 -7.295 3.63 1.58 1.50 -56.31 -58.62
77 43.325 -1.981 10.32 1.62 0.91 -84.26 -91.14
78 43.004 -9.251 4.43 1.44 1.37 -67.55 -69.09
79 42.425 -8.656 17.90 3.94 3.33 -77.98 -81.42
80 43.467 -5.065 14.47 3.55 2.79 -75.49 -80.70
81 43.325 -2.418 2.77 0.69 0.37 -75.16 -86.78
82 43.412 -2.950 4.09 1.14 0.70 -72.09 -82.91
83 42.905 -9.126 14.96 4.87 4.30 -67.42 -71.27
84 43.449 -3.755 4.71 1.74 1.35 -63.01 -71.31
85 43.647 -8.083 2.07 1.46 1.44 -29.65 -30.40
86 43.343 -8.383 6.64 3.66 3.72 -44.96 -43.96
87 41.924 -8.773 274.83 55.37 55.73 -79.85 -79.72
88 43.565 -6.077 51.37 16.37 14.15 -68.13 -72.45
89 43.194 -9.042 6.90 4.01 3.85 -41.87 -44.18
90 43.441 -3.981 11.40 3.93 2.95 -65.51 -74.15
91 63.877 -21.208 * 362.36 362.38 362.38 0.01 0.01
92 63.773 -20.802 * 336.11 336.12 336.12 0.00 0.00
93 65.620 25.050 * 40.46 17.54 13.82 -56.64 -65.84
94 64.290 23.910 * 40.91 17.00 17.25 -58.44 -57.83
95 60.213 24.985 * 16.23 7.82 5.79 -51.84 -64.31
96 60.350 23.100 * 5.72 3.18 3.02 -44.33 -47.10
97 64.850 24.700 * 38.26 13.89 13.58 -63.70 -64.50
98 60.383 25.667 * 10.41 3.72 3.33 -64.28 -68.04
99 60.442 26.847 * 288.44 134.59 94.25 -53.34 -67.32
100 63.270 21.860 * 39.83 12.68 11.42 -68.18 -71.34
101 62.200 21.400 * 13.58 6.90 6.60 -49.17 -51.37
102 64.992 25.431 * 255.60 172.38 179.11 -32.56 -29.93
103 61.220 21.620 * 8.54 4.86 4.22 -43.14 -50.60
104 65.200 25.290 * 42.13 25.32 18.56 -39.89 -55.93
105 60.340 25.530 * 6.65 2.24 1.71 -66.25 -74.30
106 60.433 22.233 * 7.18 4.86 4.39 -32.20 -38.82
107 60.550 27.850 * 7.73 2.92 3.00 -62.27 -61.17
108 60.583 27.733 * 4.39 1.56 1.65 -64.38 -62.46
109 64.480 24.220 * 31.78 12.73 14.41 -59.94 -54.67
110 65.340 25.260 * 166.15 101.24 76.60 -39.07 -53.90
111 60.417 22.660 * 8.27 5.42 4.93 -34.49 -40.42
112 64.230 23.710 * 11.73 4.06 4.79 -65.42 -59.15
113 62.340 21.300 * 8.90 2.86 3.09 -67.90 -65.25
114 60.150 23.067 * 6.52 4.21 3.88 -35.33 -40.52
115 61.550 21.630 * 215.01 104.18 87.32 -51.55 -59.39
116 65.742 24.514 * 560.43 223.74 229.92 -60.08 -58.97
117 63.560 22.510 * 30.28 14.39 14.68 -52.49 -51.52
118 63.880 23.170 * 21.10 8.96 6.51 -57.54 -69.16
119 60.093 23.560 * 18.07 11.38 11.76 -37.00 -34.92
120 57.645 22.146 16.98 12.50 12.50 -26.37 -26.37
121 57.248 21.413 5.87 3.45 4.98 -41.21 -15.22
122 57.160 24.260 77.25 30.17 35.56 -60.95 -53.96
123 57.010 23.930 107.50 39.43 67.60 -63.32 -37.12
124 57.880 24.350 38.50 12.95 17.23 -66.36 -55.26
125 56.413 21.049 20.15 10.47 13.19 -48.05 -34.52
126 57.400 21.550 89.97 62.31 64.20 -30.75 -28.65
127 57.070 24.050 607.23 193.45 290.40 -68.14 -52.18
128 56.980 21.345 2.82 1.10 1.86 -61.13 -34.08
129 53.209 5.439 0.81 0.68 0.50 -16.55 -39.12
130 53.070 5.336 212.78 248.85 216.59 16.95 1.79
131 52.940 5.042 284.09 431.76 374.29 51.98 31.75
132 51.980 4.120 1308.08 1708.01 1694.69 30.57 29.56
133 53.327 6.930 2.46 1.92 1.06 -22.29 -56.96
134 51.840 4.017 561.87 712.25 866.81 26.76 54.27
135 53.179 5.419 4.74 4.04 3.00 -14.76 -36.59
136 53.411 6.191 42.01 37.70 20.52 -10.27 -51.16
137 53.309 5.626 1.05 0.90 0.51 -14.14 -51.34
138 52.470 4.600 86.63 113.05 94.78 30.50 9.41
139 51.337 3.213 3.61 11.49 15.34 218.27 324.91
140 51.337 3.213 0.92 2.56 2.60 177.97 182.62
141 51.339 3.813 19.93 48.94 56.26 145.53 182.29
142 51.238 2.922 7.27 11.91 14.20 63.79 95.25
143 51.349 4.249 134.84 270.80 291.30 100.83 116.04
144 51.154 2.722 8.93 17.40 23.07 94.86 158.38
145 51.337 3.213 1.35 4.09 4.92 203.25 264.75
146 41.148 -8.638 434.74 357.13 354.60 -17.85 -18.43
147 38.934 -8.999 246.85 246.85 246.85 -0.00 -0.00
148 55.730 21.090 490.25 238.77 175.68 -51.30 -64.17
149 55.279 21.081 6.93 5.06 3.77 -26.96 -45.64
150 52.240 -6.968 78.85 68.77 90.53 -12.79 14.81
151 52.360 -6.506 41.49 50.00 65.99 20.51 59.06
152 51.850 -8.329 46.58 75.01 112.13 61.05 140.74
153 52.780 -8.946 23.54 17.39 15.86 -26.11 -32.63
154 52.820 -6.123 21.84 21.00 27.51 -3.84 25.97
155 54.140 -9.145 64.07 30.10 28.81 -53.03 -55.03
156 53.710 -6.337 44.91 39.78 34.80 -11.41 -22.50
157 52.519 -8.718 17.45 14.94 14.20 -14.41 -18.61
158 53.350 -6.222 17.51 14.74 14.11 -15.81 -19.40
159 53.300 -9.073 104.65 103.71 83.72 -0.90 -20.01
160 52.524 -8.938 8.56 7.27 6.67 -15.04 -22.02
161 52.660 -8.702 186.48 136.84 108.78 -26.62 -41.66
162 52.240 -6.968 45.80 40.68 53.33 -11.20 16.44
163 52.240 -6.968 43.05 38.72 50.58 -10.07 17.48
164 51.690 -8.537 23.17 23.09 34.57 -0.38 49.20
165 51.950 -7.840 82.40 65.83 77.34 -20.11 -6.14
166 54.500 -8.210 108.96 71.78 70.72 -34.13 -35.10
167 54.980 -3.566 175.28 117.89 123.60 -32.74 -29.49
168 55.920 -4.472 175.93 119.79 126.72 -31.91 -27.97
169 52.790 0.369 53.52 114.02 112.30 113.04 109.83
170 53.990 -2.881 124.90 75.55 84.38 -39.51 -32.45
171 55.010 -1.422 48.10 42.98 55.75 -10.65 15.90
172 57.670 -3.095 170.17 90.98 76.24 -46.53 -55.20
173 50.910 -1.450 13.07 24.22 22.34 85.32 70.87
174 53.240 -3.087 58.04 58.07 52.06 0.04 -10.31
175 52.110 -4.689 90.23 84.30 87.15 -6.57 -3.41
176 51.780 -4.364 74.25 63.76 59.04 -14.13 -20.48
177 53.418 0.224 222.45 256.48 276.10 15.30 24.12
178 51.450 0.402 69.86 2442.64 2552.95 3396.34 3554.23
179 51.730 0.700 4.33 75.64 82.53 1645.20 1804.27
180 55.170 -6.739 195.06 136.41 152.63 -30.07 -21.75
181 50.830 -0.257 12.19 32.91 30.77 169.92 152.38
182 50.560 -4.929 8.29 8.48 7.29 2.25 -12.06
183 54.490 -0.625 5.89 3.88 5.04 -34.03 -14.37
184 51.320 1.368 16.41 16.41 16.41 -0.03 -0.03
185 54.950 -3.049 80.81 54.16 55.38 -32.98 -31.47
186 56.361 -3.316 253.53 159.31 159.77 -37.16 -36.98
187 56.730 -5.236 197.62 148.90 163.30 -24.65 -17.36
188 54.630 -5.886 18.58 12.44 10.96 -33.07 -41.00
189 50.680 -1.949 37.73 75.94 74.47 101.29 97.40
190 54.920 -1.367 16.03 10.88 15.99 -32.09 -0.21
191 52.570 1.738 19.23 48.38 85.98 151.56 347.07
192 51.710 -2.486 127.21 304.10 249.72 139.06 96.31
193 58.110 -3.657 325.95 119.01 78.37 -63.49 -75.96
194 54.650 -1.159 20.66 11.21 15.08 -45.74 -27.01
195 51.220 -3.000 14.09 23.04 17.35 63.54 23.12
196 51.540 -2.985 145.44 213.34 164.26 46.68 12.94
197 56.064 -3.727 97.92 64.38 67.55 -34.25 -31.02
198 50.610 -3.423 55.06 81.14 67.14 47.38 21.94
199 55.770 -1.991 69.89 42.24 57.72 -39.56 -17.42
200 50.350 -4.167 52.27 57.94 51.01 10.86 -2.40
201 53.336 -2.768 56.12 49.73 44.22 -11.38 -21.20
202 51.060 -4.207 32.12 42.27 34.84 31.59 8.46
203 51.620 -3.834 36.67 34.49 29.64 -5.94 -19.16
204 45.044 -0.607 237.16 299.99 236.57 26.49 -0.25
205 48.506 -2.689 57.51 137.92 98.75 139.82 71.71
206 43.529 -1.520 82.49 32.88 21.95 -60.14 -73.40
207 49.301 -0.091 9.30 15.79 9.55 69.88 2.77
208 43.529 -1.520 16.10 6.20 4.03 -61.52 -74.94
209 47.500 -2.366 76.86 76.85 76.85 -0.01 -0.01
210 49.907 0.930 14.78 12.45 8.47 -15.73 -42.68
211 48.283 -4.263 75.47 52.76 33.92 -30.09 -55.05
212 49.019 -1.506 20.62 22.10 11.81 7.16 -42.70
213 44.660 -1.043 19.10 72.70 44.83 280.69 134.77
214 49.369 0.074 11.99 18.36 11.70 53.15 -2.35
215 45.044 -0.607 10.94 12.11 9.81 10.74 -10.32
216 50.180 1.653 37.09 50.23 33.24 35.45 -10.39
217 49.440 0.372 16.38 11.92 6.83 -27.21 -58.31
218 49.292 -0.246 28.33 54.35 28.77 91.80 1.54
219 48.634 -1.512 23.07 20.05 13.78 -13.08 -40.28
220 49.480 0.486 8.25 7.83 5.08 -5.14 -38.51
221 45.790 -1.124 3.72 4.59 2.75 23.41 -26.03
222 49.480 0.486 470.62 534.05 336.39 13.48 -28.52
223 48.643 -1.413 55.09 45.30 31.77 -17.78 -42.33
224 49.337 -0.458 5.29 10.50 5.65 98.64 6.79
225 45.044 -0.607 73.27 95.69 74.48 30.59 1.65
226 45.044 -0.607 148.28 202.06 155.29 36.27 4.72
227 47.290 -1.957 786.50 786.35 786.35 -0.02 -0.02
228 49.350 -1.120 28.51 76.54 43.82 168.43 53.66
229 43.529 -1.520 35.01 13.91 8.95 -60.26 -74.45
230 47.737 -3.350 66.09 58.51 34.10 -11.47 -48.40
231 45.953 -1.067 65.80 78.77 43.18 19.72 -34.38
232 47.290 -1.957 43.82 43.81 43.81 -0.02 -0.02
233 45.044 -0.607 399.66 520.37 400.42 30.20 0.19
234 50.550 1.603 52.52 39.27 31.09 -25.23 -40.80
235 50.064 1.370 43.36 35.97 24.50 -17.05 -43.50
236 43.529 -1.520 17.39 6.34 4.23 -63.57 -75.70
237 46.294 -1.268 30.96 30.96 30.96 0.00 0.00
238 49.480 0.486 23.63 25.27 16.23 6.95 -31.31
239 46.320 -1.112 52.68 52.67 52.67 -0.02 -0.02
240 45.953 -1.067 23.19 30.18 16.98 30.14 -26.79
241 43.529 -1.520 184.29 81.03 56.40 -56.03 -69.40
242 58.140 7.990 * 152.55 83.04 79.99 -45.57 -47.56
243 59.050 10.050 * 118.84 31.60 29.65 -73.41 -75.05
244 58.729 5.517 * 5.48 2.72 2.65 -50.39 -51.68
245 59.190 10.950 * 746.03 239.73 194.12 -67.87 -73.98
246 59.740 10.230 * 327.84 141.55 116.02 -56.82 -64.61
247 65.800 12.350 * 166.18 44.88 34.38 -72.99 -79.31
248 63.310 9.831 * 62.99 18.47 15.78 -70.68 -74.96
249 59.128 9.618 * 294.99 143.52 109.40 -51.35 -62.91
250 60.640 5.951 * 96.58 60.80 53.08 -37.04 -45.04
251 70.000 23.200 * 94.91 94.91 94.91 0.00 0.00
252 59.890 30.210 2333.09 2333.04 2333.04 -0.00 -0.00
253 59.660 28.360 106.71 76.43 46.54 -28.37 -56.39
254 55.215 10.810 0.32 0.56 0.59 75.16 84.08
255 55.163 10.135 0.36 0.32 0.34 -10.98 -6.13
256 55.724 11.651 0.42 0.56 0.50 31.84 17.81
257 55.808 12.582 0.26 0.18 0.18 -30.85 -29.44
258 55.385 9.841 0.31 0.33 0.37 7.68 18.54
259 55.468 10.441 0.90 1.29 1.33 43.75 47.90
260 57.200 10.500 1.29 1.14 1.27 -11.64 -2.01
261 56.610 10.320 36.14 29.56 29.58 -18.20 -18.15
262 55.200 8.672 1.04 0.49 0.50 -52.50 -52.07
263 54.987 12.353 0.10 0.12 0.18 18.99 89.79
264 54.828 11.140 0.41 0.34 0.67 -16.14 64.08
265 55.209 11.715 1.22 1.94 1.92 58.64 57.42
266 55.061 10.618 0.44 0.28 0.46 -36.55 5.87
267 55.389 11.220 0.84 0.77 0.89 -8.26 6.55
268 55.209 12.152 0.28 0.33 0.33 16.45 16.69
269 55.703 9.544 2.19 2.02 2.30 -7.56 5.03
270 55.165 12.029 0.19 0.31 0.30 62.09 57.51
271 56.370 8.116 22.45 13.52 13.93 -39.78 -37.98
272 55.771 11.632 0.43 0.58 0.51 35.69 19.74
273 55.431 12.211 0.32 0.26 0.27 -19.33 -15.89
274 54.694 11.887 0.55 23.27 23.51 4128.15 4173.16
275 55.453 10.498 0.90 1.29 1.33 43.75 47.90
276 55.879 12.066 0.36 0.28 0.29 -22.16 -17.90
277 55.248 9.494 1.09 0.69 0.80 -36.87 -26.82
278 55.090 10.242 0.17 0.10 0.14 -45.39 -21.74
279 55.297 10.750 0.86 1.45 1.57 68.13 82.46
280 55.235 12.235 0.28 0.33 0.33 16.45 16.69
281 55.678 9.807 0.41 0.38 0.39 -8.24 -4.70
282 54.889 12.052 0.34 0.40 0.67 18.02 96.55
283 55.703 9.544 2.19 2.02 2.30 -7.56 5.03
284 54.773 11.863 0.47 0.55 0.79 16.18 67.43
285 55.209 12.152 0.28 0.33 0.33 16.45 16.69
286 54.935 9.624 0.32 0.24 0.26 -23.42 -18.28
287 55.190 10.107 0.36 0.19 0.24 -48.62 -35.21
288 55.703 9.717 1.44 1.25 1.32 -13.04 -7.74
289 55.430 8.623 5.26 2.47 2.63 -53.10 -50.01
290 55.803 12.040 0.30 0.44 0.42 46.96 39.40
291 55.459 9.797 0.45 0.53 0.57 18.02 28.09
292 54.970 9.861 0.17 0.16 0.19 -4.17 11.72
293 55.489 9.497 2.29 2.08 2.27 -9.05 -0.94
294 55.513 9.866 0.47 0.53 0.59 14.30 26.18
295 55.339 11.207 0.12 0.22 0.82 79.95 558.21
296 56.126 12.309 0.45 0.29 0.29 -34.36 -35.91
297 56.990 10.240 0.05 0.04 0.04 -7.90 -14.46
298 56.093 12.461 0.26 0.21 0.20 -20.36 -24.46
299 55.172 12.053 0.19 0.31 0.30 62.09 57.51
300 54.960 8.666 4.50 1.85 1.93 -58.86 -57.16
301 56.011 10.217 0.30 0.40 0.44 30.93 43.11
302 55.147 12.011 0.19 0.31 0.30 62.09 57.51
303 55.847 12.573 0.26 0.18 0.18 -30.85 -29.44
304 55.019 9.927 0.21 0.17 0.22 -18.72 7.03
305 55.971 12.013 0.85 0.66 0.70 -22.43 -18.02
306 55.122 12.049 0.19 0.23 0.38 17.56 95.27
307 55.860 12.064 0.36 0.53 0.50 47.73 39.41
308 55.042 10.471 0.28 0.17 0.27 -40.01 -2.96
309 55.430 9.626 0.29 0.34 0.37 18.32 27.19
310 54.694 11.887 0.55 23.27 23.51 4128.15 4173.16
311 55.023 12.427 0.27 0.35 0.58 33.41 118.39
312 55.476 10.441 0.90 1.29 1.33 43.75 47.90
313 55.201 11.672 1.22 1.94 1.92 58.64 57.42
314 55.710 12.113 0.20 0.29 0.27 45.40 38.69
315 55.649 11.930 0.31 0.46 0.43 48.60 40.42
316 55.673 11.813 0.19 0.25 0.22 30.27 17.05
317 55.770 10.015 0.29 0.18 0.24 -36.40 -18.60
318 55.705 11.840 0.29 0.37 0.33 27.44 14.91
319 55.311 9.618 0.45 0.32 0.36 -29.13 -20.88
320 54.831 11.491 0.41 0.31 0.58 -24.41 41.32
321 55.667 12.012 0.54 0.83 0.77 53.12 42.26
322 57.520 9.873 1.39 1.15 1.01 -17.59 -27.02
323 55.358 9.876 0.51 0.27 0.35 -46.76 -32.03
324 54.943 9.868 0.12 0.12 0.14 -0.30 14.51
325 55.930 12.524 0.68 0.57 0.55 -15.11 -18.95
326 55.439 10.425 0.90 1.29 1.33 43.75 47.90
327 55.426 12.220 0.32 0.26 0.27 -19.33 -15.89
328 55.154 14.705 0.80 1.31 1.26 62.83 57.26
329 56.710 10.170 2.29 1.85 1.86 -19.31 -18.95
330 55.247 11.289 0.09 0.16 0.58 79.41 539.75
331 55.882 10.111 0.84 1.23 1.31 46.47 56.11
332 55.525 9.577 0.25 0.22 0.25 -11.86 -1.40
333 55.866 9.897 1.01 0.66 0.82 -34.04 -18.36
334 55.194 14.989 0.58 1.09 1.03 88.10 78.73
335 55.854 9.863 1.01 0.91 0.96 -9.28 -4.89
336 55.297 10.749 0.86 1.45 1.57 68.13 82.46
337 55.771 11.632 0.43 0.58 0.51 35.69 19.74
338 55.088 10.753 0.32 0.29 0.43 -8.86 35.45
339 56.990 10.240 0.05 0.04 0.04 -7.90 -14.46
340 55.426 12.220 0.32 0.26 0.27 -19.33 -15.89
341 55.724 11.651 0.42 0.56 0.50 31.84 17.81
342 55.268 9.889 0.06 0.03 0.04 -48.10 -32.86
343 55.070 11.813 0.40 0.47 0.76 19.39 92.42
344 55.361 9.600 0.44 0.31 0.34 -28.81 -22.38
345 55.612 12.384 0.26 0.24 0.28 -10.07 6.85
346 55.330 8.673 4.52 2.05 2.17 -54.61 -52.09
347 56.099 12.160 0.28 0.19 0.20 -32.75 -27.85
348 56.778 10.288 1.19 1.08 1.04 -9.28 -12.29
349 55.148 10.784 0.32 0.56 0.59 75.16 84.08
350 55.583 10.282 0.25 0.33 0.32 31.32 29.78
351 55.595 12.367 0.26 0.20 0.21 -25.20 -19.94
352 55.640 12.502 0.71 0.52 0.52 -27.54 -27.08
353 55.626 9.742 0.41 0.38 0.39 -8.24 -4.70
354 55.517 9.952 0.47 0.58 0.64 23.10 37.42
355 54.846 11.804 0.47 0.55 0.79 16.18 67.43
356 55.454 12.188 0.57 0.46 0.48 -19.69 -15.65
357 55.587 10.172 0.61 0.85 0.85 38.20 38.32
358 55.468 10.441 0.90 1.29 1.33 43.75 47.90
359 55.440 10.471 0.90 1.29 1.33 43.75 47.90
360 55.171 10.800 0.32 0.56 0.59 75.16 84.08
361 55.721 12.111 0.20 0.29 0.27 45.40 38.69
362 54.828 11.140 0.41 0.34 0.67 -16.14 64.08
363 55.426 12.220 0.32 0.26 0.27 -19.33 -15.89
364 55.039 12.140 0.30 0.36 0.58 18.74 88.94
365 55.010 9.630 0.44 0.43 0.50 -1.48 14.09
366 55.066 10.373 0.92 0.51 0.76 -44.87 -17.90
367 56.990 10.240 0.05 0.04 0.04 -7.90 -14.46
368 55.218 11.440 0.10 0.10 0.12 -0.20 24.73
369 55.538 11.156 1.68 1.32 1.69 -21.48 0.20
370 54.708 11.251 0.70 0.58 1.11 -17.06 58.52
371 54.910 10.819 0.31 0.30 0.47 -2.60 51.82
372 55.930 12.524 0.68 0.57 0.55 -15.11 -18.95
373 55.439 10.425 0.90 1.29 1.33 43.75 47.90
374 56.710 10.170 1.26 1.06 1.05 -15.35 -16.65
375 54.999 14.996 0.66 0.98 1.16 48.09 76.22
376 57.110 10.400 1.14 1.38 1.34 20.67 17.09
377 55.999 8.114 4.52 2.22 2.72 -50.97 -39.99
378 56.103 12.380 0.26 0.21 0.20 -20.36 -24.46
379 55.626 9.742 0.41 0.38 0.39 -8.24 -4.70
380 54.802 11.637 0.41 0.49 0.72 17.76 73.93
381 55.317 9.886 0.41 0.22 0.28 -46.01 -31.76
382 55.163 12.025 0.19 0.31 0.30 62.09 57.51
383 57.500 10.490 1.05 0.96 1.08 -8.63 3.39
384 54.931 11.120 0.15 0.18 0.25 20.06 66.94
385 56.990 10.240 0.62 0.54 0.49 -13.62 -21.67
386 55.206 11.395 0.19 0.20 0.24 3.09 26.07
387 56.153 10.213 1.79 2.92 2.64 63.50 47.57
388 56.990 10.240 0.05 0.04 0.04 -7.90 -14.46
389 56.085 10.249 0.22 0.27 0.31 26.20 41.67
390 55.781 12.089 0.30 0.44 0.42 46.96 39.40
391 55.209 11.715 1.22 1.94 1.92 58.64 57.42
392 55.828 12.063 0.30 0.44 0.42 46.96 39.40
393 55.114 9.457 0.22 0.16 0.17 -28.85 -21.57
394 55.659 11.783 0.19 0.25 0.22 30.27 17.05
395 55.999 8.114 44.47 21.12 26.60 -52.50 -40.18
396 55.580 8.315 5.26 2.64 2.83 -49.82 -46.26
397 55.184 11.740 1.22 1.94 1.92 58.64 57.42
398 55.055 11.829 0.40 0.47 0.76 19.39 92.42
399 56.990 10.240 26.47 24.50 21.27 -7.44 -19.63
400 55.118 10.775 0.32 0.29 0.43 -8.86 35.45
401 55.509 12.208 0.34 0.26 0.28 -22.81 -16.30
402 55.380 8.644 4.52 2.87 3.09 -36.52 -31.79
403 55.215 9.976 0.23 0.12 0.15 -49.07 -36.43
404 55.317 9.886 0.41 0.22 0.28 -46.01 -31.76
405 55.361 9.600 0.44 0.31 0.34 -28.81 -22.38
406 57.590 10.130 1.76 1.52 1.66 -13.37 -5.50
407 54.960 8.666 4.50 1.85 1.93 -58.86 -57.16
408 56.207 10.285 1.01 1.65 1.48 63.35 46.00
409 59.426 24.342 2.94 1.57 1.33 -46.57 -54.65
410 58.770 23.760 25.54 9.80 12.02 -61.64 -52.92
411 59.571 25.797 3.27 1.29 1.14 -60.42 -65.10
412 59.428 27.535 1.90 1.08 0.81 -43.04 -57.26
413 58.390 24.490 50.30 36.10 34.28 -28.22 -31.85
414 59.478 25.149 11.96 6.22 4.72 -47.97 -60.56
415 59.470 24.818 7.79 4.48 3.82 -42.49 -50.97
416 59.520 26.532 5.50 3.06 2.28 -44.40 -58.49
417 59.436 26.992 6.85 3.52 2.58 -48.58 -62.38
418 59.440 24.350 6.77 3.66 3.05 -45.97 -54.94
419 59.549 26.406 3.91 2.06 1.60 -47.33 -59.11
420 59.580 28.090 426.37 256.59 170.65 -39.82 -59.98
421 59.524 25.541 1.13 0.53 0.43 -53.05 -62.18
422 59.271 23.884 4.55 1.81 1.69 -60.28 -62.82
423 59.583 25.706 3.97 1.58 1.35 -60.08 -66.00
424 54.110 15.140 19.12 13.14 17.61 -31.26 -7.87
425 53.533 14.633 14.50 13.64 27.60 -5.88 90.43
426 53.920 14.280 536.25 470.87 740.94 -12.19 38.17
427 54.350 18.950 1080.16 474.06 599.79 -56.11 -44.47
428 54.583 16.850 16.78 8.51 8.47 -49.30 -49.54
429 54.667 17.050 8.60 7.05 8.57 -17.96 -0.32
430 54.317 8.970 29.82 20.07 18.89 -32.70 -36.63
431 54.085 12.151 14.40 9.52 19.71 -33.94 36.87
432 53.320 7.254 80.98 63.91 31.76 -21.08 -60.78
433 54.671 10.036 2.62 1.52 2.22 -41.91 -15.24
434 54.234 11.086 0.54 0.37 0.66 -31.10 21.79
435 54.328 10.185 6.24 4.82 7.12 -22.78 14.03
436 54.439 12.965 3.56 1.86 3.26 -47.70 -8.63
437 53.840 9.365 725.48 344.24 271.99 -52.55 -62.51
438 54.522 9.738 0.51 0.38 0.48 -24.42 -4.94
439 53.902 10.771 8.57 8.16 9.66 -4.72 12.81
440 53.859 13.813 19.25 16.66 26.76 -13.49 39.01
441 54.336 10.649 0.94 0.61 0.88 -35.79 -6.86
442 53.920 10.718 1.83 1.88 2.18 2.47 18.99
443 53.840 9.365 46.94 19.59 14.25 -58.27 -69.65
444 53.907 10.967 2.91 2.24 2.86 -22.92 -1.87
445 53.530 8.572 326.71 205.15 95.23 -37.21 -70.85
(* = potentially regulated / snowmelt-dominated)
Q in m³ s⁻¹. Δ% = (future − calibration) / calibration × 100.
Calibration period Q is the mean annual Q from the EMORID record.
Near = 2020–2040, Far = 2071–2099.