Error estimator | Spring | Summer | Autumn | Winter |
---|---|---|---|---|
MAE | 20 | 13 | 9 | 18 |
RMSE | 19 | 14 | 10 | 17 |
NSE | 14 | 12 | 18 | 16 |
Sum | 53 | 39 | 37 | 51 |
Id. | Parameter | PS_T2 | D3_FDDA_PS_T2 |
---|---|---|---|
1 | N | 728 | 728 |
2 | Minimum | -11.200 | -12.130 |
3 | Maximum | 30.800 | 33.480 |
4 | Arithmetic mean | 9.226 | 8.305 |
5 | Standard deviation | 8.713 | 9.383 |
6 | Median | 8.050 | 7.090 |
7 | MAD | 10.304 | 10.571 |
Nr | Error estimator | Calculation formula |
---|---|---|
1 | mean error (ME) | |
2 | mean absolute error (MAE) | |
3 | mean square error (MSE) | |
4 | root mean square error (RMSE) | |
5 | Percent bias (PBIAS) | |
6 | Nash-Sutcliffe efficiency (NSE) |
D1, D2, D3 | data of domains 1, 2, 3 |
FDDA | Four-dimensional data assimilation, forecasted data with adjustment to measured data from SYNOP and METAR stations |
NOFDDA | Four-dimensional data assimilation, forecasted data without adjustment to measured data |
T2 | the temperature at a height of 2 metres |
WS10 | wind speed at 10 metres height |
PL | national spatial extent |
EU | “European” spatial extent |
Scenario | Error | Spring | Summer | Autumn | Winter | Position | Dispersion |
---|---|---|---|---|---|---|---|
Domain | Estimator | 2021-03-26 | 2021-06-14 | 2021-09-11 | 2021-12-26 | estimator | estimator |
S1 - D1 | ME | 0.04552 | -0.09541 | 0.00715 | -0.24460 | -0.04413 | 0.10447 |
S1 - D1 | MAE | 0.54591 | 0.51398 | 0.50743 | 0.59942 | 0.52995 | 0.02853 |
S1 - D1 | MSE | 0.78455 | 0.57648 | 0.56932 | 0.87667 | 0.68051 | 0.15955 |
S1 - D1 | RMSE | 0.88575 | 0.75926 | 0.75453 | 0.93631 | 0.82250 | 0.09727 |
S1 - D1 | PBIAS | 1.39532 | -3.01777 | 0.30005 | -8.12228 | -1.35886 | 3.27142 |
S1 - D1 | NSE | 0.80005 | 0.87754 | 0.79459 | 0.76294 | 0.79732 | 0.02751 |
S2 - D2 | ME | 0.10079 | -0.09948 | -0.00108 | -0.71883 | -0.05028 | 0.14846 |
S2 - D2 | MAE | 1.01678 | 0.60016 | 0.74042 | 1.22122 | 0.87860 | 0.30884 |
S2 - D2 | MSE | 1.93103 | 0.62474 | 0.91707 | 2.59673 | 1.42405 | 0.96835 |
S2 - D2 | RMSE | 1.38962 | 0.79041 | 0.95764 | 1.61144 | 1.17363 | 0.44419 |
S2 - D2 | PBIAS | 2.48116 | -4.50417 | -0.05206 | -29.78070 | -2.27811 | 5.17823 |
S2 - D2 | NSE | 0.49164 | 0.61744 | 0.07939 | -0.38534 | 0.28551 | 0.39886 |
S3 - D3 | ME | 0.15659 | 0.23034 | 0.15476 | -1.50933 | 0.15567 | 0.05603 |
S3 - D3 | MAE | 1.23058 | 0.58398 | 0.77824 | 1.58982 | 1.00441 | 0.47932 |
S3 - D3 | MSE | 2.75895 | 0.57833 | 0.97517 | 4.35197 | 1.86706 | 1.61650 |
S3 - D3 | RMSE | 1.66101 | 0.76048 | 0.98751 | 2.08614 | 1.32426 | 0.66756 |
S3 - D3 | PBIAS | 3.72723 | 10.55682 | 6.47603 | -42.18699 | 5.10163 | 5.06278 |
S3 - D3 | NSE | 0.13992 | 0.54619 | -0.38993 | -1.58140 | -0.12500 | 0.69395 |
S4 - D2D3-A | ME | 0.00936 | 0.01620 | 0.00748 | 0.00544 | 0.00842 | 0.00291 |
S4 - D2D3-A | MAE | 0.06646 | 0.06343 | 0.04027 | 0.03679 | 0.05185 | 0.01941 |
S4 - D2D3-A | MSE | 0.01368 | 0.01408 | 0.00536 | 0.00438 | 0.00952 | 0.00647 |
S4 - D2D3-A | RMSE | 0.11696 | 0.11865 | 0.07319 | 0.06618 | 0.09508 | 0.03370 |
S4 - D2D3-A | PBIAS | 0.22293 | 0.74220 | 0.31295 | 0.15205 | 0.26794 | 0.11927 |
S4 - D2D3-A | NSE | 0.99573 | 0.98896 | 0.99235 | 0.99740 | 0.99404 | 0.00374 |
S4 - D2D3-U | ME | 0.00279 | 0.01451 | 0.00565 | 0.00092 | 0.00422 | 0.00351 |
S4 - D2D3-U | MAE | 0.04670 | 0.06961 | 0.02951 | 0.03325 | 0.03998 | 0.01275 |
S4 - D2D3-U | MSE | 0.00690 | 0.01859 | 0.00452 | 0.00354 | 0.00571 | 0.00249 |
S4 - D2D3-U | RMSE | 0.08309 | 0.13636 | 0.06721 | 0.05949 | 0.07515 | 0.01749 |
S4 - D2D3-U | PBIAS | 0.06898 | 0.74381 | 0.25296 | 0.01807 | 0.16097 | 0.17412 |
S4 - D2D3-U | NSE | 0.99777 | 0.98615 | 0.99553 | 0.99886 | 0.99665 | 0.00247 |
S5 - D3 | ME | -0.11504 | -0.03748 | 0.01994 | -0.11468 | -0.07608 | 0.05749 |
S5 - D3 | MAE | 0.76975 | 0.36655 | 0.30792 | 0.40795 | 0.38725 | 0.07415 |
S5 - D3 | MSE | 1.30383 | 0.22637 | 0.18145 | 0.38284 | 0.30460 | 0.14929 |
S5 - D3 | RMSE | 1.14185 | 0.47579 | 0.42597 | 0.61874 | 0.54726 | 0.14290 |
S5 - D3 | PBIAS | -2.73827 | -1.71773 | 0.83434 | -3.20534 | -2.22800 | 1.10277 |
S5 - D3 | NSE | 0.59354 | 0.82237 | 0.74137 | 0.77292 | 0.75715 | 0.06004 |
Mediana | ME | 0.04552 | -0.03748 | 0.00748 | -0.24460 | -0.01500 | 0.06153 |
Mediana | MAE | 0.76975 | 0.51398 | 0.50743 | 0.59942 | 0.55670 | 0.06819 |
Mediana | MSE | 1.30383 | 0.57648 | 0.56932 | 0.87667 | 0.72658 | 0.22784 |
Mediana | RMSE | 1.14185 | 0.75926 | 0.75453 | 0.93631 | 0.84779 | 0.13475 |
Mediana | PBIAS | 1.39532 | -1.71773 | 0.31295 | -8.12228 | -0.70239 | 2.30770 |
Mediana | NSE | 0.59354 | 0.82237 | 0.74137 | 0.76294 | 0.75216 | 0.06004 |
Id. | Error estimator | Result |
---|---|---|
1 | ME | 0.9212 |
2 | MAE | 1.6792 |
3 | MSE | 4.6590 |
4 | RMSE | 2.1585 |
5 | PBIAS | 9.9845 |
6 | NSE | 0.9385 |
Scenario | Error | Spring | Summer | Autumn | Winter | Position | Dispersion |
---|---|---|---|---|---|---|---|
Domain | Estimator | 2021-03-26 | 2021-06-14 | 2021-09-11 | 2021-12-26 | estimator |
estimator |
S1 - D1 | ME | -0.15630 | -0.01532 | -0.30607 | -0.32337 | -0.23119 | 0.12385 |
S1 - D1 | MAE | 0.73463 | 0.68167 | 0.73945 | 0.72783 | 0.73123 | 0.00862 |
S1 - D1 | MSE | 1.36417 | 1.02354 | 1.36485 | 1.34106 | 1.35261 | 0.01763 |
S1 - D1 | RMSE | 1.16798 | 1.01170 | 1.16827 | 1.15804 | 1.16301 | 0.00758 |
S1 - D1 | PBIAS | -2.55566 | -0.10064 | -1.83415 | -0.12036 | -0.97725 | 1.28505 |
S1 - D1 | NSE | 0.94355 | 0.95502 | 0.95179 | 0.97117 | 0.95341 | 0.00850 |
S2 - D2 | ME | 0.20064 | 0.05034 | -0.23402 | -1.62159 | -0.09184 | 0.32221 |
S2 - D2 | MAE | 1.09889 | 0.97715 | 0.93026 | 1.73495 | 1.03802 | 0.12500 |
S2 - D2 | MSE | 2.01397 | 1.40664 | 1.34395 | 4.40998 | 1.71030 | 0.49668 |
S2 - D2 | RMSE | 1.41914 | 1.18602 | 1.15929 | 2.10000 | 1.30258 | 0.19263 |
S2 - D2 | PBIAS | 2.39929 | 0.35825 | -1.38266 | -0.61638 | -0.12907 | 1.29054 |
S2 - D2 | NSE | 0.89774 | 0.94580 | 0.95861 | 0.49957 | 0.92177 | 0.04512 |
S3 - D3 | ME | -0.08763 | -0.05692 | -0.10547 | -1.75832 | -0.09655 | 0.03598 |
S3 - D3 | MAE | 1.13819 | 0.81963 | 0.88337 | 1.78878 | 1.01078 | 0.23615 |
S3 - D3 | MSE | 2.25661 | 1.02322 | 1.18479 | 4.81939 | 1.72070 | 0.91431 |
S3 - D3 | RMSE | 1.50220 | 1.01154 | 1.08848 | 2.19531 | 1.29534 | 0.36373 |
S3 - D3 | PBIAS | -0.98092 | -0.40401 | -0.61289 | -0.66531 | -0.63910 | 0.19370 |
S3 - D3 | NSE | 0.83716 | 0.95827 | 0.96268 | 0.42179 | 0.89771 | 0.09305 |
S4 - D2D3-A |
ME | -0.00054 | -0.00083 | 0.00078 | 0.00304 | 0.00012 | 0.00120 |
S4 - D2D3 -A | MAE | 0.05073 | 0.03423 | 0.02930 | 0.02675 | 0.03177 | 0.00555 |
S4 - D2D3 -A | MSE | 0.00948 | 0.00353 | 0.00304 | 0.00252 | 0.00329 | 0.00075 |
S4 - D2D3 -A | RMSE | 0.09734 | 0.05943 | 0.05513 | 0.05020 | 0.05728 | 0.00684 |
S4 - D2D3-A | PBIAS | -0.00604 | -0.00591 | 0.00455 | 0.00115 | -0.00238 | 0.00533 |
S4 - D2D3-K | NSE | 0.99932 | 0.99986 | 0.99990 | 0.99970 | 0.99978 | 0.00015 |
S4 - D2D3-U |
ME | 0.00072 | -0.00059 | -0.00033 | 0.00068 | 0.00018 | 0.00078 |
S4 - D2D3-U | MAE | 0.04123 | 0.03298 | 0.02050 | 0.02566 | 0.02932 | 0.00925 |
S4 - D2D3-U | MSE | 0.00707 | 0.00287 | 0.00159 | 0.00221 | 0.00254 | 0.00095 |
S4 - D2D3-U | RMSE | 0.08410 | 0.05362 | 0.03991 | 0.04706 | 0.05034 | 0.01016 |
S4 - D2D3-U | PBIAS | 0.00796 | -0.00420 | -0.00192 | 0.00026 | -0.00083 | 0.00330 |
S4 - D2D3-U | NSE | 0.99951 | 0.99985 | 0.99994 | 0.99957 | 0.99971 | 0.00025 |
S5 - D3 | ME | 0.01846 | -0.02409 | -0.00840 | 0.01503 | 0.00331 | 0.01991 |
S5 - D3 | MAE | 0.58717 | 0.21496 | 0.28542 | 0.29217 | 0.28879 | 0.05723 |
S5 - D3 | MSE | 0.79501 | 0.10081 | 0.21460 | 0.19966 | 0.20713 | 0.08436 |
S5 - D3 | RMSE | 0.89164 | 0.31751 | 0.46325 | 0.44683 | 0.45504 | 0.10804 |
S5 - D3 | PBIAS | 0.20663 | -0.17095 | -0.04883 | 0.00569 | -0.02157 | 0.13094 |
S5 - D3 | NSE | 0.94263 | 0.99589 | 0.99324 | 0.97605 | 0.98464 | 0.01471 |
Mediana | ME | 0.00009 | -0.00808 | -0.05693 | -0.16135 | -0.03251 | 0.04227 |
Mediana | MAE | 0.66090 | 0.44832 | 0.51243 | 0.51000 | 0.51122 | 0.04753 |
Mediana | MSE | 1.07959 | 0.56201 | 0.69970 | 0.77036 | 0.73503 | 0.15445 |
Mediana | RMSE | 1.02981 | 0.66452 | 0.77587 | 0.80244 | 0.78915 | 0.10223 |
Mediana | PBIAS | 0.00096 | -0.05328 | -0.33086 | -0.06005 | -0.05666 | 0.04523 |
Mediana | NSE | 0.94309 | 0.97708 | 0.97796 | 0.97361 | 0.97534 | 0.00323 |
Id. | Parameter | PS_WS10 | D3_FDDA_PS_WS10 |
---|---|---|---|
1 | N | 716 | 716 |
2 | Minimum | 0.000 | 0.090 |
3 | Maximum | 6.000 | 16.890 |
4 | Arithmetic mean | 1.378 | 4.375 |
5 | Standard deviation | 0.928 | 3.043 |
6 | Median | 1.100 | 3.545 |
7 | MAD | 0.741 | 2.513 |
Error estimator | Spring | Summer | Autumn | Winter |
---|---|---|---|---|
MAE | 21 | 11 | 12 | 16 |
RMSE | 21 | 11 | 13 | 15 |
NSE | 22 | 11 | 9 | 18 |
Sum | 64 | 33 | 34 | 49 |
Id. | Error estimator | Result |
---|---|---|
1 | ME | -2.9971 |
2 | MAE | 3.0414 |
3 | MSE | 14.8203 |
4 | RMSE | 3.8497 |
5 | PBIAS | -217.5056 |
6 | NSE | -16.2466 |