Closed prasanthvkrishna closed 3 years ago
kafitzgerald
commented
3 years ago Looks like is passing CI at least (so w/out the new scheme active).
@prasanthvkrishna @aubreyd do either of you know if this code has been tested with the new scheme active or if there's a quick test we might run?
prasanthvkrishna
commented
3 years ago Looks like is passing CI at least (so w/out the new scheme active).
@prasanthvkrishna @aubreyd do either of you know if this code has been tested with the new scheme active or if there's a quick test we might run?
This code is developed in the Runoff Task. We ran, default, calibrated runs with this new scheme and compared the NWM performance with the original NWM version.
rcabell
commented
3 years ago Regression tests pass for CONUS on Cheyenne. Do we want to add new tests for this scheme before merging?
aubreyd
commented
3 years ago Regression tests pass for CONUS on Cheyenne. Do we want to add new tests for this scheme before merging?
@prasanthvkrishna - Are all the new schemes in here or just Xinanjiang? May need documentation at some point... at least the new options and params.
@rcabell - Might be worth adding a runoff_option = 7 test since that is the proposed NWM option (should work out-of-the-box with the new TBL or I can provide new soil_properties file for either CONUS or Croton). We don't have automated testing for all of the NoahMP options now, so not sure how crazy we want to go.
prasanthvkrishna
commented
3 years ago Regression tests pass for CONUS on Cheyenne. Do we want to add new tests for this scheme before merging?
@prasanthvkrishna - Are all the new schemes in here or just Xinanjiang? May need documentation at some point... at least the new options and params.
@rcabell - Might be worth adding a runoff_option = 7 test since that is the proposed NWM option (should work out-of-the-box with the new TBL or I can provide new soil_properties file for either CONUS or Croton). We don't have automated testing for all of the NoahMP options now, so not sure how crazy we want to go.
@aubreyd No, this PR has just the Xinanjiang. I can provide the documentation on these runoff schemes and updates in the parameter table.
kafitzgerald
commented
3 years ago @aubreyd @rcabell
I think we'll want to update the soil properties files for the Croton and CONUS test cases and activate the new option in the relevant JSON file for the NWM tests. I think we've generally done this as a follow on PR in the past w/ the first one (similar to this) just ensuring we "do no harm."
kafitzgerald
commented
3 years ago Thanks all!
Just went ahead and updated standard Croton test case in CI and activated new scheme activated in the NWM tests aside from Hawaii yesterday evening. Looks to be failing only where we'd expect differences with the new scheme (though another set of eyes wouldn't hurt).
And we have a CONUS parameter file update so hopefully we can get those running and merge here ASAP since folks are waiting on it.
That said, it'd be nice to get some documentation in the repo for this @prasanthvkrishna (this can wait for a follow on PR if needed, but should go in soon) in line with our poorly advertised contributing guidelines (see number 3 in the checklist for new features).
Something along the lines of this description for the channel loss functionality would be great, but ideally in the trunk/NDHMS/Doc directory as a single markdown file for now as described in the guidelines above. Happy to help if it moves things along.
rcabell
commented
3 years ago Croton CI testing shows only data drifts (no n-cores / restart failures). If someone from the science team can take a glance through and give a thumbs up/down on whether those drifts are acceptable, that would be great.
prasanthvkrishna
commented
3 years ago Thanks all!
Just went ahead and updated standard Croton test case in CI and activated new scheme activated in the NWM tests aside from Hawaii yesterday evening. Looks to be failing only where we'd expect differences with the new scheme (though another set of eyes wouldn't hurt).
And we have a CONUS parameter file update so hopefully we can get those running and merge here ASAP since folks are waiting on it.
That said, it'd be nice to get some documentation in the repo for this @prasanthvkrishna (this can wait for a follow on PR if needed, but should go in soon) in line with our poorly advertised contributing guidelines (see number 3 in the checklist for new features).
Something along the lines of this description for the channel loss functionality would be great, but ideally in the
trunk/NDHMS/Docdirectory as a single markdown file for now as described in the guidelines above. Happy to help if it moves things along.
@kafitzgerald Thanks for the review. I will provide the documentation and a summary text for the release note.
rcabell
commented
3 years ago CONUS testing with Long-Range physics produces only data differences, listed below:
channel_rt
Variable Count Sum Min Max Range Mean StdDev
0 streamflow 1771422 278007.274 -87.774 223.815 311.588 0.157 1.852
1 nudge 5027 -891.300 -538.997 13.790 552.787 -0.177 7.661
2 q_lateral 1056247 16134.686 -55.279 48.223 103.502 0.015 0.275
3 velocity 1729695 25568.012 -2.569 3.295 5.864 0.015 0.103
4 Head 1775503 39823.699 -739.615 34.292 773.907 0.022 0.588
Variable Count Sum Min Max Range Mean StdDev
0 streamflow 1992120 201595.561 -308.105 1579.162 1887.267 0.101 3.610
1 nudge 6003 -215.434 -41.990 92.167 134.156 -0.036 1.825
2 q_lateral 1397954 -862.603 -39.345 14.080 53.425 -0.001 0.120
3 velocity 1947369 5871.430 -3.048 3.294 6.342 0.003 0.074
4 Head 2000348 15385.224 -31.858 154.437 186.295 0.008 0.205
chanobs
Variable Count Sum Min Max Range Mean StdDev
0 streamflow 877 0.797 -63.669 41.337 105.006 0.001 3.265
Variable Count Sum Min Max Range Mean StdDev
0 streamflow 1155 -73.694 -60.428 58.991 119.419 -0.064 3.17
lakeout
Variable Count Sum Min Max Range Mean StdDev
0 water_sfc_elev 1875 5.740 -0.338 0.354 0.692 0.003 0.026
1 inflow 3711 2450.423 -80.473 397.558 478.030 0.660 8.372
2 outflow 1873 238.201 -16.966 27.736 44.703 0.127 1.476
Variable Count Sum Min Max Range Mean StdDev
0 water_sfc_elev 2587 12.762 -0.735 0.389 1.124 0.005 0.032
1 inflow 4288 992.072 -248.893 74.301 323.194 0.231 5.005
2 outflow 2585 496.421 -9.293 44.595 53.888 0.192 1.681
gwout
Variable Count Sum Min Max Range Mean StdDev
0 inflow 1012713 -92.766 -0.851 2.323 3.174 -0.000 0.006
1 outflow 857474 -43.421 -0.848 1.968 2.816 -0.000 0.005
2 depth 700957 -1358.921 -1.003 2.587 3.591 -0.002 0.048
Variable Count Sum Min Max Range Mean StdDev
0 inflow 1424876 -406.628 -0.905 4.416 5.322 -0.000 0.009
1 outflow 1286173 -218.043 -0.960 4.489 5.449 -0.000 0.008
2 depth 1080065 -8867.169 -4.617 5.521 10.138 -0.008 0.093
ldasout
Variable Count Sum ... Range Mean StdDev
0 FVEG 2 -1.363 ... 0.080 -0.682 0.040
1 EMISS 372935 -0.127 ... 0.009 -0.000 0.000
2 FSA 2397794 -12079.591 ... 49.901 -0.005 0.065
3 FIRA 5587632 135661.758 ... 62.188 0.024 0.166
4 GRDFLX 5778605 188748.243 ... 575.617 0.033 0.725
.. ... ... ... ... ... ... ...
70 SOILSAT 5681883 -3342.028 ... 0.140 -0.001 0.002
71 SNOWT_AVG 512785 -431428.640 ... 20544.320 -0.841 111.111
72 ALBSND 967207 29.699 ... 1.870 0.000 0.010
73 ALBSNI 987993 29.109 ... 1.869 0.000 0.010
74 QRAIN 569952 -0.071 ... 0.000 -0.000 0.000
[75 rows x 8 columns]
Variable Count Sum ... Range Mean StdDev
0 FVEG 5 2.167 ... 1.210 0.433 0.459
1 EMISS 582360 -0.949 ... 0.012 -0.000 0.000
2 FSA 3594055 -21707.886 ... 96.075 -0.006 0.094
3 FIRA 7201274 350709.868 ... 80.621 0.049 0.343
4 GRDFLX 7430236 165835.376 ... 518.198 0.022 1.181
.. ... ... ... ... ... ... ...
70 SOILSAT 7220626 -8316.211 ... 0.164 -0.001 0.004
71 SNOWT_AVG 591345 -1397007.949 ... 20544.320 -2.362 206.064
72 ALBSND 1706978 -37.675 ... 1.890 -0.000 0.012
73 ALBSNI 1740475 -36.396 ... 1.882 -0.000 0.012
74 QRAIN 578802 -0.097 ... 0.000 -0.000 0.000
[75 rows x 8 columns]
restart_hydro
None
Variable Count Sum Min Max Range Mean StdDev
0 stc1 4390930 24153.309 -4.814 9.290 14.104 0.006 0.051
1 smc1 6062675 -6493.181 -0.199 0.183 0.382 -0.001 0.005
2 sh2ox1 6062745 -6385.391 -0.199 0.183 0.382 -0.001 0.005
3 stc2 3553846 1310.857 -1.087 0.604 1.691 0.000 0.018
4 smc2 4966696 -3854.533 -0.065 0.075 0.140 -0.001 0.002
5 sh2ox2 4967454 -3822.898 -0.065 0.075 0.140 -0.001 0.002
6 stc3 1954730 -1365.851 -0.847 0.170 1.017 -0.001 0.007
7 smc3 4258046 -1149.084 -0.030 0.058 0.088 -0.000 0.001
8 sh2ox3 4262585 -1139.656 -0.030 0.058 0.088 -0.000 0.001
9 stc4 761669 -67.183 -0.172 0.168 0.340 -0.000 0.004
10 smc4 3322269 -307.950 -0.029 0.043 0.072 -0.000 0.001
11 sh2ox4 3330681 -307.887 -0.029 0.043 0.072 -0.000 0.001
12 infxsrt 2715959 268717.094 -17.290 19.323 36.613 0.099 0.353
13 soldrain 3299216 -547.560 -0.644 0.616 1.260 -0.000 0.006
14 hlink 1775503 39823.699 -739.615 34.292 773.907 0.022 0.588
15 qlink1 1771422 278007.274 -87.774 223.815 311.588 0.157 1.852
16 qlink2 1771422 278007.274 -87.774 223.815 311.588 0.157 1.852
17 resht 1875 5.740 -0.338 0.354 0.692 0.003 0.026
18 qlakeo 1873 238.201 -16.966 27.736 44.703 0.127 1.476
19 qlakei 3711 2450.423 -80.473 397.558 478.030 0.660 8.372
20 z_gwsubbas 702130 -1.359 -0.001 0.003 0.004 -0.000 0.000
Variable Count Sum Min Max Range Mean StdDev
0 stc1 5959483 27857.593 -5.508 8.707 14.215 0.005 0.110
1 smc1 7619366 -11926.100 -0.229 0.141 0.370 -0.002 0.008
2 sh2ox1 7619434 -11317.587 -0.229 0.141 0.370 -0.001 0.007
3 stc2 5357715 -55540.317 -1.879 1.317 3.196 -0.010 0.089
4 smc2 6399762 -9984.222 -0.169 0.086 0.255 -0.002 0.005
5 sh2ox2 6400469 -9433.546 -0.169 0.086 0.255 -0.001 0.005
6 stc3 3934915 -11588.045 -0.798 0.188 0.986 -0.003 0.021
7 smc3 5705017 -3317.550 -0.070 0.063 0.133 -0.001 0.002
8 sh2ox3 5710520 -3241.136 -0.070 0.063 0.133 -0.001 0.002
9 stc4 1925804 -348.172 -0.260 0.161 0.421 -0.000 0.007
10 smc4 4779425 -984.753 -0.022 0.049 0.071 -0.000 0.001
11 sh2ox4 4787179 -984.763 -0.022 0.049 0.071 -0.000 0.001
12 infxsrt 2803224 430719.561 -17.413 42.691 60.104 0.154 0.493
13 soldrain 4773306 -2685.476 -0.671 0.722 1.394 -0.001 0.009
14 hlink 2000348 15385.224 -31.858 154.437 186.295 0.008 0.205
15 qlink1 1992120 201595.561 -308.105 1579.162 1887.267 0.101 3.610
16 qlink2 1992120 201595.561 -308.105 1579.162 1887.267 0.101 3.610
17 resht 2587 12.762 -0.735 0.389 1.124 0.005 0.032
18 qlakeo 2585 496.421 -9.293 44.595 53.888 0.192 1.681
19 qlakei 4288 992.072 -248.893 74.301 323.194 0.231 5.005
20 z_gwsubbas 1081243 -8.867 -0.005 0.006 0.010 -0.000 0.000
restart_lsm
None
Variable Count Sum Min Max Range Mean StdDev
0 SOIL_T 10661175 24031.131 -4.814 9.290 14.104 0.002 0.035
1 SNOW_T 15923 -21300.182 -273.160 273.160 546.320 -1.338 23.873
2 SMC 18609686 -11804.748 -0.199 0.183 0.382 -0.001 0.003
3 SH2O 18623465 -11655.833 -0.199 0.183 0.382 -0.001 0.003
4 ZSNSO 8103612 16.623 -0.095 0.109 0.204 0.000 0.000
5 SNICE 3329326 -568.063 -43.434 48.506 91.940 -0.000 0.134
6 SNLIQ 3503201 -195.276 -7.983 7.851 15.834 -0.000 0.023
7 QSNOW 1070851 -0.000 -0.000 0.000 0.000 -0.000 0.000
8 FWET 2164674 -4514.862 -1.000 1.000 2.000 -0.002 0.014
9 SNEQVO 1305155 -80.678 -11.617 13.975 25.592 -0.000 0.049
10 EAH 5363762 -3963288.347 -864.984 651.231 1516.215 -0.739 4.698
11 TAH 4691285 21851.118 -20.416 3.308 23.724 0.005 0.029
12 CM 5143790 41.979 -0.012 0.015 0.028 0.000 0.000
13 CH 5167777 170.691 -0.046 0.048 0.094 0.000 0.000
14 ISNOW 122 78.000 -1.000 1.000 2.000 0.639 0.769
15 CANLIQ 2106793 -446.478 -0.377 0.431 0.808 -0.000 0.001
16 CANICE 1024527 -0.666 -0.003 0.004 0.008 -0.000 0.000
17 SNEQV 1345979 -61.737 -8.026 7.881 15.906 -0.000 0.039
18 SNOWH 1388304 -1.306 -0.009 0.012 0.021 -0.000 0.000
19 TV 4791195 18861.101 -20.770 3.520 24.290 0.004 0.029
20 TG 4335779 42280.137 -6.028 5.542 11.571 0.010 0.042
21 ACMELT 1514800 596.111 -7.887 8.045 15.932 0.000 0.037
22 TAUSS 823870 86.089 -2.097 3.406 5.503 0.000 0.016
23 QSFC 4916689 17.435 -0.005 0.003 0.008 0.000 0.000
24 SFCRUNOFF 6983022 2836288.413 -82.647 42.219 124.866 0.406 1.796
25 UDRUNOFF 2738557 -4068.586 -5.678 8.488 14.167 -0.001 0.069
26 ACCECAN 3136568 2286.333 -1.173 0.446 1.620 0.001 0.003
27 ACCEDIR 5454535 -31171.760 -2.490 1.193 3.684 -0.006 0.027
28 ACCETRAN 4967658 249.365 -0.188 0.172 0.360 0.000 0.001
Variable Count Sum ... Range Mean StdDev
0 SOIL_T 17177917 -3.961894e+04 ... 14.215 -0.002 0.082
1 SNOW_T 25222 -4.641882e+04 ... 546.320 -1.840 40.148
2 SMC 24503570 -2.621262e+04 ... 0.370 -0.001 0.005
3 SH2O 24517602 -2.497703e+04 ... 0.370 -0.001 0.005
4 ZSNSO 9944561 -3.444700e+01 ... 0.220 -0.000 0.001
5 SNICE 4093359 7.153740e+03 ... 85.986 0.002 0.311
6 SNLIQ 4025255 -4.593365e+03 ... 16.150 -0.001 0.045
7 QSNOW 813085 -0.000000e+00 ... 0.000 -0.000 0.000
8 FWET 1915509 -5.845052e+03 ... 2.000 -0.003 0.036
9 SNEQVO 1600132 2.883680e+03 ... 26.930 0.002 0.092
10 EAH 6928566 -1.014604e+07 ... 2216.532 -1.464 14.860
11 TAH 6220330 5.743055e+04 ... 33.214 0.009 0.056
12 CM 6871650 1.132810e+02 ... 0.050 0.000 0.000
13 CH 6901979 3.917870e+02 ... 0.184 0.000 0.000
14 ISNOW 546 1.700000e+02 ... 2.000 0.311 0.950
15 CANLIQ 1925580 -5.963490e+02 ... 0.828 -0.000 0.003
16 CANICE 813136 -2.675000e+00 ... 0.033 -0.000 0.000
17 SNEQV 1689341 3.678763e+03 ... 18.513 0.002 0.079
18 SNOWH 1707943 7.304000e+00 ... 0.031 0.000 0.000
19 TV 6324650 5.211214e+04 ... 34.561 0.008 0.055
20 TG 5965586 9.248912e+04 ... 14.178 0.016 0.083
21 ACMELT 1924534 -1.640632e+03 ... 18.535 -0.001 0.077
22 TAUSS 1327895 3.640700e+01 ... 4.836 0.000 0.015
23 QSFC 6577981 3.910900e+01 ... 0.012 0.000 0.000
24 SFCRUNOFF 8614704 7.314143e+06 ... 157.706 0.849 3.160
25 UDRUNOFF 4316377 -5.069207e+04 ... 44.493 -0.012 0.246
26 ACCECAN 4551926 6.835422e+03 ... 3.771 0.002 0.007
27 ACCEDIR 7279834 -1.098942e+05 ... 10.365 -0.015 0.071
28 ACCETRAN 6747108 -3.259390e+02 ... 1.259 -0.000 0.004
[29 rows x 8 columns]
restart_nudging
Variable Count Sum Min Max Range Mean StdDev
0 model_discharge 354311 9604.451 -564.075 644.436 1208.511 0.027 2.826
1 nudge 5027 -891.300 -538.997 13.790 552.787 -0.177 7.661
Variable Count Sum ... Range Mean StdDev
0 model_discharge 896851 40279.691 ... 1208.511 0.045 2.621
1 nudge 6003 -215.434 ... 134.156 -0.036 1.825
[2 rows x 8 columns]CONUS testing with full routing physics produces only data differences, listed below:
channel_rt
Variable Count Sum Min Max Range Mean StdDev
0 streamflow 1656905 131531.655 -23.307 98.586 121.893 0.079 1.112
1 nudge 5838 -130.184 -26.226 4.903 31.130 -0.022 0.539
2 q_lateral 1526981 6489.239 -11.007 57.974 68.981 0.004 0.122
3 velocity 1622369 8971.582 -1.306 2.948 4.254 0.006 0.052
4 Head 1667818 18162.786 -9.237 13.775 23.012 0.011 0.130
Variable Count Sum Min Max Range Mean StdDev
0 streamflow 1842065 93468.630 -170.194 180.546 350.740 0.051 1.237
1 nudge 6122 176.569 -71.091 278.789 349.879 0.029 3.756
2 q_lateral 1738249 -741.764 -29.198 7.867 37.065 -0.000 0.069
3 velocity 1806278 2533.764 -2.621 2.651 5.272 0.001 0.043
4 Head 1854713 6778.192 -6.392 136.372 142.764 0.004 0.143
chanobs
Variable Count Sum Min Max Range Mean StdDev
0 streamflow 1013 -83.981 -10.896 8.924 19.82 -0.083 0.873
Variable Count Sum Min Max Range Mean StdDev
0 streamflow 1100 -52.068 -9.548 12.473 22.021 -0.047 1.001
lakeout
Variable Count Sum Min Max Range Mean StdDev
0 water_sfc_elev 1976 3.819 -0.153 0.308 0.461 0.002 0.017
1 inflow 4102 592.821 -35.750 96.399 132.150 0.145 2.669
2 outflow 1974 96.229 -5.391 18.059 23.451 0.049 0.715
Variable Count Sum Min Max Range Mean StdDev
0 water_sfc_elev 2454 7.761 -0.187 0.352 0.540 0.003 0.023
1 inflow 4378 126.551 -91.830 25.285 117.115 0.029 2.042
2 outflow 2451 125.190 -10.628 11.860 22.487 0.051 0.734
gwout
Variable Count Sum Min Max Range Mean StdDev
0 inflow 1621188 -77.624 -2.356 0.899 3.255 -0.000 0.006
1 outflow 1522144 -47.303 -0.869 0.826 1.695 -0.000 0.004
2 depth 1438037 2332.733 -39.692 37.363 77.055 0.002 0.245
Variable Count Sum Min Max Range Mean StdDev
0 inflow 1798552 -74.190 -1.314 0.850 2.165 -0.000 0.006
1 outflow 1736941 -48.611 -1.214 0.720 1.934 -0.000 0.005
2 depth 1649763 7522.898 -62.541 72.505 135.046 0.005 0.405
rtout
Variable Count Sum ... Range Mean StdDev
0 zwattablrt 1278878 2.086635e+05 ... 4.000 0.163 0.691
1 sfcheadsubrt 52420025 1.589939e+07 ... 10162.759 0.303 3.724
2 QSTRMVOLRT 1735801 1.117775e+07 ... 14392.184 6.440 42.912
3 QBDRYRT 1741 -1.030273e+03 ... 103.361 -0.592 3.828
4 SOIL_M 315381587 -7.505986e+04 ... 0.842 -0.000 0.004
[5 rows x 8 columns]
Variable Count Sum ... Range Mean StdDev
0 zwattablrt 1801619 1.536477e+05 ... 4.000 0.085 0.704
1 sfcheadsubrt 53599189 2.069484e+07 ... 13941.218 0.386 4.426
2 QSTRMVOLRT 2439924 2.155969e+07 ... 22221.239 8.836 60.114
3 QBDRYRT 2529 -6.827520e+03 ... 261.449 -2.700 11.295
4 SOIL_M 395619026 -1.129229e+05 ... 0.887 -0.000 0.004
[5 rows x 8 columns]
ldasout
Variable Count Sum ... Range Mean StdDev
0 EMISS 269254 -0.014 ... 0.008 -0.000 0.000
1 FSA 1520951 -3752.242 ... 31.705 -0.002 0.069
2 FIRA 5603488 50444.655 ... 86.280 0.009 0.205
3 GRDFLX 5936729 97426.942 ... 434.096 0.016 1.027
4 HFX 5901139 113666.683 ... 465.800 0.019 1.278
.. ... ... ... ... ... ... ...
68 SOILSAT 5639699 -1903.321 ... 0.333 -0.000 0.003
69 SNOWT_AVG 463026 -184897.705 ... 20544.320 -0.399 97.832
70 ALBSND 725227 62.796 ... 1.872 0.000 0.010
71 ALBSNI 741857 61.663 ... 1.866 0.000 0.010
72 QRAIN 562330 -0.108 ... 0.000 -0.000 0.000
[73 rows x 8 columns]
Variable Count Sum ... Range Mean StdDev
0 FVEG 1 0.692 ... 0.000 0.692 0.000
1 EMISS 416207 -0.505 ... 0.009 -0.000 0.000
2 FSA 2411159 -3288.130 ... 59.891 -0.001 0.087
3 FIRA 6917686 27901.449 ... 93.884 0.004 0.235
4 GRDFLX 7361525 40654.541 ... 393.687 0.006 1.050
.. ... ... ... ... ... ... ...
69 SOILSAT 6894244 -2933.963 ... 0.372 -0.000 0.003
70 SNOWT_AVG 564281 -873129.034 ... 20544.320 -1.547 150.412
71 ALBSND 1353339 34.251 ... 1.883 0.000 0.011
72 ALBSNI 1382878 33.442 ... 1.883 0.000 0.011
73 QRAIN 559973 -0.070 ... 0.000 -0.000 0.000
[74 rows x 8 columns]
restart_hydro
None
Variable Count Sum ... Range Mean StdDev
0 stc1 4155504 1.257013e+04 ... 12.661 0.003 0.055
1 smc1 6397832 -1.646223e+03 ... 0.356 -0.000 0.005
2 sh2ox1 6400260 -1.578064e+03 ... 0.356 -0.000 0.005
3 stc2 3409136 -1.621658e+03 ... 2.454 -0.000 0.020
4 smc2 5600881 -1.792645e+03 ... 0.256 -0.000 0.002
5 sh2ox2 5605120 -1.764950e+03 ... 0.256 -0.000 0.002
6 stc3 1848038 -7.737650e+02 ... 0.716 -0.000 0.006
7 smc3 4875043 -9.362590e+02 ... 0.162 -0.000 0.002
8 sh2ox3 4880039 -9.338050e+02 ... 0.162 -0.000 0.002
9 stc4 752234 -4.093400e+01 ... 0.642 -0.000 0.005
10 smc4 4066710 -4.143590e+02 ... 0.190 -0.000 0.001
11 sh2ox4 4067561 -4.144210e+02 ... 0.190 -0.000 0.001
12 infxsrt 4449981 1.107588e+06 ... 680.838 0.249 2.023
13 soldrain 4044056 -6.254760e+02 ... 10.262 -0.000 0.009
14 sfcheadrt 4640890 9.937117e+05 ... 630.702 0.214 1.747
15 QBDRYRT 1741 -1.030273e+03 ... 103.361 -0.592 3.828
16 infxswgt 49348306 -1.000000e-03 ... 2.000 -0.000 0.078
17 sfcheadsubrt 52420025 1.589939e+07 ... 10162.759 0.303 3.724
18 sh2owgt1 90281947 -5.000000e-03 ... 8.171 -0.000 0.010
19 sh2owgt2 79600390 -6.000000e-03 ... 6.020 -0.000 0.007
20 sh2owgt3 70132807 2.000000e-03 ... 4.229 0.000 0.006
21 sh2owgt4 60943401 3.000000e-03 ... 1.742 0.000 0.004
22 qstrmvolrt 1735801 1.117775e+07 ... 14392.184 6.440 42.912
23 hlink 1667818 1.816279e+04 ... 23.012 0.011 0.130
24 qlink1 1656905 1.315317e+05 ... 121.893 0.079 1.112
25 qlink2 1656905 1.315317e+05 ... 121.893 0.079 1.112
26 resht 1976 3.819000e+00 ... 0.461 0.002 0.017
27 qlakeo 1974 9.622900e+01 ... 23.451 0.049 0.715
28 qlakei 4102 5.928210e+02 ... 132.150 0.145 2.669
29 z_gwsubbas 1439211 2.333000e+00 ... 0.077 0.000 0.000
[30 rows x 8 columns]
Variable Count Sum ... Range Mean StdDev
0 stc1 5273633 -1.789976e+04 ... 14.700 -0.003 0.083
1 smc1 7730887 -2.519125e+03 ... 0.423 -0.000 0.005
2 sh2ox1 7732982 -2.197212e+03 ... 0.423 -0.000 0.005
3 stc2 4727691 -3.878239e+04 ... 4.690 -0.008 0.073
4 smc2 6817537 -3.365201e+03 ... 0.276 -0.000 0.003
5 sh2ox2 6821352 -3.062172e+03 ... 0.276 -0.000 0.003
6 stc3 3299094 -5.026133e+03 ... 1.107 -0.002 0.016
7 smc3 6117464 -1.183650e+03 ... 0.165 -0.000 0.002
8 sh2ox3 6120757 -1.154704e+03 ... 0.165 -0.000 0.002
9 stc4 1633206 -1.267330e+02 ... 0.623 -0.000 0.007
10 smc4 5317469 -6.435400e+02 ... 0.185 -0.000 0.001
11 sh2ox4 5315771 -6.435920e+02 ... 0.185 -0.000 0.001
12 infxsrt 4538121 1.437196e+06 ... 841.718 0.317 2.188
13 soldrain 5307142 -1.171276e+03 ... 9.183 -0.000 0.009
14 sfcheadrt 4772567 1.293428e+06 ... 796.637 0.271 1.887
15 QBDRYRT 2529 -6.827520e+03 ... 261.449 -2.700 11.295
16 infxswgt 51394779 -1.000000e-03 ... 2.000 -0.000 0.087
17 sfcheadsubrt 53599189 2.069484e+07 ... 13941.218 0.386 4.426
18 sh2owgt1 111376732 1.000000e-03 ... 8.596 0.000 0.011
19 sh2owgt2 99388714 1.000000e-02 ... 7.548 0.000 0.009
20 sh2owgt3 89777373 5.000000e-03 ... 6.605 0.000 0.008
21 sh2owgt4 80933163 9.000000e-03 ... 1.774 0.000 0.006
22 qstrmvolrt 2439924 2.155969e+07 ... 22221.239 8.836 60.114
23 hlink 1854713 6.778192e+03 ... 142.764 0.004 0.143
24 qlink1 1842065 9.346863e+04 ... 350.740 0.051 1.237
25 qlink2 1842065 9.346863e+04 ... 350.740 0.051 1.237
26 resht 2454 7.761000e+00 ... 0.540 0.003 0.023
27 qlakeo 2451 1.251900e+02 ... 22.487 0.051 0.734
28 qlakei 4378 1.265510e+02 ... 117.115 0.029 2.042
29 z_gwsubbas 1651025 7.523000e+00 ... 0.135 0.000 0.000
[30 rows x 8 columns]
restart_lsm
None
Variable Count Sum ... Range Mean StdDev
0 SOIL_T 10164912 1.013377e+04 ... 12.661 0.001 0.037
1 SNOW_T 17925 -8.464254e+03 ... 546.320 -0.472 20.499
2 SMC 20940466 -4.789486e+03 ... 0.356 -0.000 0.003
3 SH2O 20952980 -4.691241e+03 ... 0.356 -0.000 0.003
4 ZSNSO 6893592 -1.868000e+00 ... 0.180 -0.000 0.000
5 SNICE 2891041 1.537817e+03 ... 70.371 0.001 0.141
6 SNLIQ 3133684 -4.495490e+02 ... 14.307 -0.000 0.020
7 QSNOW 1057778 -0.000000e+00 ... 0.000 -0.000 0.000
8 FWET 2152468 -6.700677e+03 ... 2.000 -0.003 0.029
9 SNEQVO 1139430 1.445860e+03 ... 26.292 0.001 0.043
10 EAH 5386943 -1.856760e+06 ... 1763.032 -0.345 7.304
11 TAH 4426819 7.844991e+03 ... 6.554 0.002 0.038
12 CM 5031846 1.413500e+01 ... 0.037 0.000 0.000
13 CH 5064121 6.157000e+01 ... 0.126 0.000 0.000
14 ISNOW 101 3.100000e+01 ... 2.000 0.307 0.952
15 CANLIQ 2114952 -5.767530e+02 ... 0.936 -0.000 0.002
16 CANICE 1012229 -9.700000e-02 ... 0.004 -0.000 0.000
17 SNEQV 1187143 1.526421e+03 ... 14.353 0.001 0.035
18 SNOWH 1229689 1.134000e+00 ... 0.036 0.000 0.000
19 TV 4575224 3.851161e+03 ... 7.974 0.001 0.039
20 TG 4011593 1.721964e+04 ... 17.878 0.004 0.056
21 ACMELT 1436524 -1.205435e+03 ... 14.301 -0.001 0.032
22 TAUSS 650038 4.337000e+01 ... 5.283 0.000 0.012
23 QSFC 4564595 8.694000e+00 ... 0.015 0.000 0.000
24 SFCRUNOFF 7053628 1.890102e+07 ... 11459.825 2.680 32.308
25 UDRUNOFF 3555243 -8.689312e+03 ... 218.862 -0.002 0.166
26 ACCECAN 3225073 4.910385e+03 ... 2.462 0.002 0.009
27 ACCEDIR 5630095 -2.137223e+04 ... 7.177 -0.004 0.048
28 ACCETRAN 5223602 2.247180e+02 ... 0.528 0.000 0.002
[29 rows x 8 columns]
Variable Count Sum ... Range Mean StdDev
0 SOIL_T 14933624 -6.183501e+04 ... 14.700 -0.004 0.065
1 SNOW_T 28106 -2.375703e+04 ... 546.320 -0.845 29.542
2 SMC 25983357 -7.711516e+03 ... 0.423 -0.000 0.003
3 SH2O 25990862 -7.057680e+03 ... 0.423 -0.000 0.003
4 ZSNSO 9121507 -2.704100e+01 ... 0.238 -0.000 0.000
5 SNICE 3814263 4.220058e+03 ... 88.866 0.001 0.262
6 SNLIQ 3800638 -2.780178e+03 ... 16.093 -0.001 0.035
7 QSNOW 794037 -0.000000e+00 ... 0.000 -0.000 0.000
8 FWET 1879438 -3.404921e+03 ... 2.000 -0.002 0.029
9 SNEQVO 1487216 1.886331e+03 ... 18.431 0.001 0.073
10 EAH 6638913 -1.384643e+06 ... 2447.127 -0.209 11.783
11 TAH 5451981 6.505352e+03 ... 21.279 0.001 0.046
12 CM 6343083 2.035200e+01 ... 0.039 0.000 0.000
13 CH 6388617 6.542600e+01 ... 0.142 0.000 0.000
14 ISNOW 329 8.700000e+01 ... 2.000 0.264 0.964
15 CANLIQ 1903710 -3.287160e+02 ... 0.866 -0.000 0.003
16 CANICE 794934 -1.548000e+00 ... 0.040 -0.000 0.000
17 SNEQV 1574861 2.277380e+03 ... 16.154 0.001 0.063
18 SNOWH 1606776 5.584000e+00 ... 0.041 0.000 0.000
19 TV 5632356 4.185322e+03 ... 24.145 0.001 0.046
20 TG 5194369 1.126166e+04 ... 16.410 0.002 0.062
21 ACMELT 1879018 -1.042148e+03 ... 16.207 -0.001 0.060
22 TAUSS 1160710 6.292700e+01 ... 4.368 0.000 0.014
23 QSFC 5826894 5.597000e+00 ... 0.024 0.000 0.000
24 SFCRUNOFF 8484484 3.575350e+07 ... 26910.438 4.214 59.588
25 UDRUNOFF 4990634 -3.233155e+04 ... 407.296 -0.006 0.306
26 ACCECAN 4615756 8.588254e+03 ... 6.112 0.002 0.012
27 ACCEDIR 7254991 -3.758447e+04 ... 16.946 -0.005 0.071
28 ACCETRAN 6782408 1.265810e+02 ... 1.212 0.000 0.003
[29 rows x 8 columns]
restart_nudging
Variable Count Sum Min Max Range Mean StdDev
0 model_discharge 485653 3007.212 -22.760 26.562 49.321 0.006 0.401
1 nudge 5838 -130.184 -26.226 4.903 31.130 -0.022 0.539
Variable Count Sum ... Range Mean StdDev
0 model_discharge 1050361 13568.083 ... 1036.691 0.013 1.715
1 nudge 6122 176.569 ... 349.879 0.029 3.756
[2 rows x 8 columns]CONUS testing with full routing physics produces only data differences, listed below:
channel_rt Variable Count Sum Min Max Range Mean StdDev 0 streamflow 1656905 131531.655 -23.307 98.586 121.893 0.079 1.112 1 nudge 5838 -130.184 -26.226 4.903 31.130 -0.022 0.539 2 q_lateral 1526981 6489.239 -11.007 57.974 68.981 0.004 0.122 3 velocity 1622369 8971.582 -1.306 2.948 4.254 0.006 0.052 4 Head 1667818 18162.786 -9.237 13.775 23.012 0.011 0.130 Variable Count Sum Min Max Range Mean StdDev 0 streamflow 1842065 93468.630 -170.194 180.546 350.740 0.051 1.237 1 nudge 6122 176.569 -71.091 278.789 349.879 0.029 3.756 2 q_lateral 1738249 -741.764 -29.198 7.867 37.065 -0.000 0.069 3 velocity 1806278 2533.764 -2.621 2.651 5.272 0.001 0.043 4 Head 1854713 6778.192 -6.392 136.372 142.764 0.004 0.143 chanobs Variable Count Sum Min Max Range Mean StdDev 0 streamflow 1013 -83.981 -10.896 8.924 19.82 -0.083 0.873 Variable Count Sum Min Max Range Mean StdDev 0 streamflow 1100 -52.068 -9.548 12.473 22.021 -0.047 1.001 lakeout Variable Count Sum Min Max Range Mean StdDev 0 water_sfc_elev 1976 3.819 -0.153 0.308 0.461 0.002 0.017 1 inflow 4102 592.821 -35.750 96.399 132.150 0.145 2.669 2 outflow 1974 96.229 -5.391 18.059 23.451 0.049 0.715 Variable Count Sum Min Max Range Mean StdDev 0 water_sfc_elev 2454 7.761 -0.187 0.352 0.540 0.003 0.023 1 inflow 4378 126.551 -91.830 25.285 117.115 0.029 2.042 2 outflow 2451 125.190 -10.628 11.860 22.487 0.051 0.734 gwout Variable Count Sum Min Max Range Mean StdDev 0 inflow 1621188 -77.624 -2.356 0.899 3.255 -0.000 0.006 1 outflow 1522144 -47.303 -0.869 0.826 1.695 -0.000 0.004 2 depth 1438037 2332.733 -39.692 37.363 77.055 0.002 0.245 Variable Count Sum Min Max Range Mean StdDev 0 inflow 1798552 -74.190 -1.314 0.850 2.165 -0.000 0.006 1 outflow 1736941 -48.611 -1.214 0.720 1.934 -0.000 0.005 2 depth 1649763 7522.898 -62.541 72.505 135.046 0.005 0.405 rtout Variable Count Sum ... Range Mean StdDev 0 zwattablrt 1278878 2.086635e+05 ... 4.000 0.163 0.691 1 sfcheadsubrt 52420025 1.589939e+07 ... 10162.759 0.303 3.724 2 QSTRMVOLRT 1735801 1.117775e+07 ... 14392.184 6.440 42.912 3 QBDRYRT 1741 -1.030273e+03 ... 103.361 -0.592 3.828 4 SOIL_M 315381587 -7.505986e+04 ... 0.842 -0.000 0.004 [5 rows x 8 columns] Variable Count Sum ... Range Mean StdDev 0 zwattablrt 1801619 1.536477e+05 ... 4.000 0.085 0.704 1 sfcheadsubrt 53599189 2.069484e+07 ... 13941.218 0.386 4.426 2 QSTRMVOLRT 2439924 2.155969e+07 ... 22221.239 8.836 60.114 3 QBDRYRT 2529 -6.827520e+03 ... 261.449 -2.700 11.295 4 SOIL_M 395619026 -1.129229e+05 ... 0.887 -0.000 0.004 [5 rows x 8 columns] ldasout Variable Count Sum ... Range Mean StdDev 0 EMISS 269254 -0.014 ... 0.008 -0.000 0.000 1 FSA 1520951 -3752.242 ... 31.705 -0.002 0.069 2 FIRA 5603488 50444.655 ... 86.280 0.009 0.205 3 GRDFLX 5936729 97426.942 ... 434.096 0.016 1.027 4 HFX 5901139 113666.683 ... 465.800 0.019 1.278 .. ... ... ... ... ... ... ... 68 SOILSAT 5639699 -1903.321 ... 0.333 -0.000 0.003 69 SNOWT_AVG 463026 -184897.705 ... 20544.320 -0.399 97.832 70 ALBSND 725227 62.796 ... 1.872 0.000 0.010 71 ALBSNI 741857 61.663 ... 1.866 0.000 0.010 72 QRAIN 562330 -0.108 ... 0.000 -0.000 0.000 [73 rows x 8 columns] Variable Count Sum ... Range Mean StdDev 0 FVEG 1 0.692 ... 0.000 0.692 0.000 1 EMISS 416207 -0.505 ... 0.009 -0.000 0.000 2 FSA 2411159 -3288.130 ... 59.891 -0.001 0.087 3 FIRA 6917686 27901.449 ... 93.884 0.004 0.235 4 GRDFLX 7361525 40654.541 ... 393.687 0.006 1.050 .. ... ... ... ... ... ... ... 69 SOILSAT 6894244 -2933.963 ... 0.372 -0.000 0.003 70 SNOWT_AVG 564281 -873129.034 ... 20544.320 -1.547 150.412 71 ALBSND 1353339 34.251 ... 1.883 0.000 0.011 72 ALBSNI 1382878 33.442 ... 1.883 0.000 0.011 73 QRAIN 559973 -0.070 ... 0.000 -0.000 0.000 [74 rows x 8 columns] restart_hydro None Variable Count Sum ... Range Mean StdDev 0 stc1 4155504 1.257013e+04 ... 12.661 0.003 0.055 1 smc1 6397832 -1.646223e+03 ... 0.356 -0.000 0.005 2 sh2ox1 6400260 -1.578064e+03 ... 0.356 -0.000 0.005 3 stc2 3409136 -1.621658e+03 ... 2.454 -0.000 0.020 4 smc2 5600881 -1.792645e+03 ... 0.256 -0.000 0.002 5 sh2ox2 5605120 -1.764950e+03 ... 0.256 -0.000 0.002 6 stc3 1848038 -7.737650e+02 ... 0.716 -0.000 0.006 7 smc3 4875043 -9.362590e+02 ... 0.162 -0.000 0.002 8 sh2ox3 4880039 -9.338050e+02 ... 0.162 -0.000 0.002 9 stc4 752234 -4.093400e+01 ... 0.642 -0.000 0.005 10 smc4 4066710 -4.143590e+02 ... 0.190 -0.000 0.001 11 sh2ox4 4067561 -4.144210e+02 ... 0.190 -0.000 0.001 12 infxsrt 4449981 1.107588e+06 ... 680.838 0.249 2.023 13 soldrain 4044056 -6.254760e+02 ... 10.262 -0.000 0.009 14 sfcheadrt 4640890 9.937117e+05 ... 630.702 0.214 1.747 15 QBDRYRT 1741 -1.030273e+03 ... 103.361 -0.592 3.828 16 infxswgt 49348306 -1.000000e-03 ... 2.000 -0.000 0.078 17 sfcheadsubrt 52420025 1.589939e+07 ... 10162.759 0.303 3.724 18 sh2owgt1 90281947 -5.000000e-03 ... 8.171 -0.000 0.010 19 sh2owgt2 79600390 -6.000000e-03 ... 6.020 -0.000 0.007 20 sh2owgt3 70132807 2.000000e-03 ... 4.229 0.000 0.006 21 sh2owgt4 60943401 3.000000e-03 ... 1.742 0.000 0.004 22 qstrmvolrt 1735801 1.117775e+07 ... 14392.184 6.440 42.912 23 hlink 1667818 1.816279e+04 ... 23.012 0.011 0.130 24 qlink1 1656905 1.315317e+05 ... 121.893 0.079 1.112 25 qlink2 1656905 1.315317e+05 ... 121.893 0.079 1.112 26 resht 1976 3.819000e+00 ... 0.461 0.002 0.017 27 qlakeo 1974 9.622900e+01 ... 23.451 0.049 0.715 28 qlakei 4102 5.928210e+02 ... 132.150 0.145 2.669 29 z_gwsubbas 1439211 2.333000e+00 ... 0.077 0.000 0.000 [30 rows x 8 columns] Variable Count Sum ... Range Mean StdDev 0 stc1 5273633 -1.789976e+04 ... 14.700 -0.003 0.083 1 smc1 7730887 -2.519125e+03 ... 0.423 -0.000 0.005 2 sh2ox1 7732982 -2.197212e+03 ... 0.423 -0.000 0.005 3 stc2 4727691 -3.878239e+04 ... 4.690 -0.008 0.073 4 smc2 6817537 -3.365201e+03 ... 0.276 -0.000 0.003 5 sh2ox2 6821352 -3.062172e+03 ... 0.276 -0.000 0.003 6 stc3 3299094 -5.026133e+03 ... 1.107 -0.002 0.016 7 smc3 6117464 -1.183650e+03 ... 0.165 -0.000 0.002 8 sh2ox3 6120757 -1.154704e+03 ... 0.165 -0.000 0.002 9 stc4 1633206 -1.267330e+02 ... 0.623 -0.000 0.007 10 smc4 5317469 -6.435400e+02 ... 0.185 -0.000 0.001 11 sh2ox4 5315771 -6.435920e+02 ... 0.185 -0.000 0.001 12 infxsrt 4538121 1.437196e+06 ... 841.718 0.317 2.188 13 soldrain 5307142 -1.171276e+03 ... 9.183 -0.000 0.009 14 sfcheadrt 4772567 1.293428e+06 ... 796.637 0.271 1.887 15 QBDRYRT 2529 -6.827520e+03 ... 261.449 -2.700 11.295 16 infxswgt 51394779 -1.000000e-03 ... 2.000 -0.000 0.087 17 sfcheadsubrt 53599189 2.069484e+07 ... 13941.218 0.386 4.426 18 sh2owgt1 111376732 1.000000e-03 ... 8.596 0.000 0.011 19 sh2owgt2 99388714 1.000000e-02 ... 7.548 0.000 0.009 20 sh2owgt3 89777373 5.000000e-03 ... 6.605 0.000 0.008 21 sh2owgt4 80933163 9.000000e-03 ... 1.774 0.000 0.006 22 qstrmvolrt 2439924 2.155969e+07 ... 22221.239 8.836 60.114 23 hlink 1854713 6.778192e+03 ... 142.764 0.004 0.143 24 qlink1 1842065 9.346863e+04 ... 350.740 0.051 1.237 25 qlink2 1842065 9.346863e+04 ... 350.740 0.051 1.237 26 resht 2454 7.761000e+00 ... 0.540 0.003 0.023 27 qlakeo 2451 1.251900e+02 ... 22.487 0.051 0.734 28 qlakei 4378 1.265510e+02 ... 117.115 0.029 2.042 29 z_gwsubbas 1651025 7.523000e+00 ... 0.135 0.000 0.000 [30 rows x 8 columns] restart_lsm None Variable Count Sum ... Range Mean StdDev 0 SOIL_T 10164912 1.013377e+04 ... 12.661 0.001 0.037 1 SNOW_T 17925 -8.464254e+03 ... 546.320 -0.472 20.499 2 SMC 20940466 -4.789486e+03 ... 0.356 -0.000 0.003 3 SH2O 20952980 -4.691241e+03 ... 0.356 -0.000 0.003 4 ZSNSO 6893592 -1.868000e+00 ... 0.180 -0.000 0.000 5 SNICE 2891041 1.537817e+03 ... 70.371 0.001 0.141 6 SNLIQ 3133684 -4.495490e+02 ... 14.307 -0.000 0.020 7 QSNOW 1057778 -0.000000e+00 ... 0.000 -0.000 0.000 8 FWET 2152468 -6.700677e+03 ... 2.000 -0.003 0.029 9 SNEQVO 1139430 1.445860e+03 ... 26.292 0.001 0.043 10 EAH 5386943 -1.856760e+06 ... 1763.032 -0.345 7.304 11 TAH 4426819 7.844991e+03 ... 6.554 0.002 0.038 12 CM 5031846 1.413500e+01 ... 0.037 0.000 0.000 13 CH 5064121 6.157000e+01 ... 0.126 0.000 0.000 14 ISNOW 101 3.100000e+01 ... 2.000 0.307 0.952 15 CANLIQ 2114952 -5.767530e+02 ... 0.936 -0.000 0.002 16 CANICE 1012229 -9.700000e-02 ... 0.004 -0.000 0.000 17 SNEQV 1187143 1.526421e+03 ... 14.353 0.001 0.035 18 SNOWH 1229689 1.134000e+00 ... 0.036 0.000 0.000 19 TV 4575224 3.851161e+03 ... 7.974 0.001 0.039 20 TG 4011593 1.721964e+04 ... 17.878 0.004 0.056 21 ACMELT 1436524 -1.205435e+03 ... 14.301 -0.001 0.032 22 TAUSS 650038 4.337000e+01 ... 5.283 0.000 0.012 23 QSFC 4564595 8.694000e+00 ... 0.015 0.000 0.000 24 SFCRUNOFF 7053628 1.890102e+07 ... 11459.825 2.680 32.308 25 UDRUNOFF 3555243 -8.689312e+03 ... 218.862 -0.002 0.166 26 ACCECAN 3225073 4.910385e+03 ... 2.462 0.002 0.009 27 ACCEDIR 5630095 -2.137223e+04 ... 7.177 -0.004 0.048 28 ACCETRAN 5223602 2.247180e+02 ... 0.528 0.000 0.002 [29 rows x 8 columns] Variable Count Sum ... Range Mean StdDev 0 SOIL_T 14933624 -6.183501e+04 ... 14.700 -0.004 0.065 1 SNOW_T 28106 -2.375703e+04 ... 546.320 -0.845 29.542 2 SMC 25983357 -7.711516e+03 ... 0.423 -0.000 0.003 3 SH2O 25990862 -7.057680e+03 ... 0.423 -0.000 0.003 4 ZSNSO 9121507 -2.704100e+01 ... 0.238 -0.000 0.000 5 SNICE 3814263 4.220058e+03 ... 88.866 0.001 0.262 6 SNLIQ 3800638 -2.780178e+03 ... 16.093 -0.001 0.035 7 QSNOW 794037 -0.000000e+00 ... 0.000 -0.000 0.000 8 FWET 1879438 -3.404921e+03 ... 2.000 -0.002 0.029 9 SNEQVO 1487216 1.886331e+03 ... 18.431 0.001 0.073 10 EAH 6638913 -1.384643e+06 ... 2447.127 -0.209 11.783 11 TAH 5451981 6.505352e+03 ... 21.279 0.001 0.046 12 CM 6343083 2.035200e+01 ... 0.039 0.000 0.000 13 CH 6388617 6.542600e+01 ... 0.142 0.000 0.000 14 ISNOW 329 8.700000e+01 ... 2.000 0.264 0.964 15 CANLIQ 1903710 -3.287160e+02 ... 0.866 -0.000 0.003 16 CANICE 794934 -1.548000e+00 ... 0.040 -0.000 0.000 17 SNEQV 1574861 2.277380e+03 ... 16.154 0.001 0.063 18 SNOWH 1606776 5.584000e+00 ... 0.041 0.000 0.000 19 TV 5632356 4.185322e+03 ... 24.145 0.001 0.046 20 TG 5194369 1.126166e+04 ... 16.410 0.002 0.062 21 ACMELT 1879018 -1.042148e+03 ... 16.207 -0.001 0.060 22 TAUSS 1160710 6.292700e+01 ... 4.368 0.000 0.014 23 QSFC 5826894 5.597000e+00 ... 0.024 0.000 0.000 24 SFCRUNOFF 8484484 3.575350e+07 ... 26910.438 4.214 59.588 25 UDRUNOFF 4990634 -3.233155e+04 ... 407.296 -0.006 0.306 26 ACCECAN 4615756 8.588254e+03 ... 6.112 0.002 0.012 27 ACCEDIR 7254991 -3.758447e+04 ... 16.946 -0.005 0.071 28 ACCETRAN 6782408 1.265810e+02 ... 1.212 0.000 0.003 [29 rows x 8 columns] restart_nudging Variable Count Sum Min Max Range Mean StdDev 0 model_discharge 485653 3007.212 -22.760 26.562 49.321 0.006 0.401 1 nudge 5838 -130.184 -26.226 4.903 31.130 -0.022 0.539 Variable Count Sum ... Range Mean StdDev 0 model_discharge 1050361 13568.083 ... 1036.691 0.013 1.715 1 nudge 6122 176.569 ... 349.879 0.029 3.756 [2 rows x 8 columns]
@aubreyd @rcabell Results looks reasonable to me.
TYPE: New feature
KEYWORDS: A new option for Noah MP surface runoff estimation: The Xinanjiang Runoff Scheme (XAJ)
SOURCE: Prasanth Valayamkunnath, NCAR
DESCRIPTION OF CHANGES: Changes are made only on Noah MP codes. M trunk/NDHMS/Land_models/NoahMP/IO_code/module_NoahMP_hrldas_driver.F M trunk/NDHMS/Land_models/NoahMP/IO_code/module_hrldas_netcdf_io.F M trunk/NDHMS/Land_models/NoahMP/phys/module_sf_noahmpdrv.F M trunk/NDHMS/Land_models/NoahMP/phys/module_sf_noahmplsm.F M trunk/NDHMS/Land_models/NoahMP/run/SOILPARM.TBL
ISSUE: The GitHub Issue that this PR addresses. For issue number 123, it would be:
TESTS CONDUCTED: This scheme was developed and incorporated in the NWM runoff task. The model is tested for the selected 25 NWM calibration basins (V2.1) across the US, both with default and calibrated parameters. The streamflow results from this version of the model were discussed with the team members.
Notes: This scheme is part of the official Noah MP.
Checklist
Merging the PR depends on following checklist being completed. Add
Xbetween each of the square brackets if they are completed in the PR itself. If a bullet is not relevant to you, please comment on why below the bullet.soil_properties.ncfile with additional variables, if this scheme is active.NEWS.md