Here's how December is shaping up so far. I'll send a recap at the end of the month as well. --ms Weekly Anomalies (flag=2) for December 2022: TA00004 2022-12-04 | score: 210.744 (thresh: 110.285) -- 'pr' t: 0.000 mm n: (15.575 mm, 25 km), (0.153 mm, 25 km) -------------------|------------------------------------------------------------------------ TA00006 2022-12-18 | score: 113.533 (thresh: 73.464) -- 'pr' t: 0.255 mm n: (29.491 mm, 44 km), (8.289 mm, 65 km), (10.036 mm, 75 km), (6.466 mm, 82 km), (14.823 mm, 84 km) -------------------|------------------------------------------------------------------------ TA00028 2022-12-04 | score: 160.856 (thresh: 4.314) -- 'pr' t: 7.163 mm n: (33.356 mm, 27 km), (9.173 mm, 54 km) TA00028 2022-12-05 | score: 38.681 (thresh: 4.314) -- 'pr' t: 0.153 mm n: (7.098 mm, 27 km), (17.105 mm, 54 km) TA00028 2022-12-08 | score: 58.833 (thresh: 4.314) -- 'pr' t: 1.292 mm n: (0.017 mm, 27 km), (20.386 mm, 54 km) TA00028 2022-12-10 | score: 86.178 (thresh: 4.314) -- 'pr' t: 9.882 mm n: (0.034 mm, 27 km), (0.17 mm, 54 km) TA00028 2022-12-13 | score: 25.493 (thresh: 4.314) -- 'pr' t: 0.068 mm n: (7.072 mm, 27 km), (0.034 mm, 54 km) -------------------|------------------------------------------------------------------------ TA00029 2022-12-05 | score: 217.684 (thresh: 157.679) -- 'pr' t: 0.374 mm n: (16.921 mm, 14 km), (17.105 mm, 43 km), (0.136 mm, 52 km) -------------------|------------------------------------------------------------------------ TA00035 2022-12-10 | score: 495.691 (thresh: 135.762) -- 'pr' t: 0.085 mm n: (49.105 mm, 15 km), (2.567 mm, 43 km), (25.745 mm, 55 km), (0.017 mm, 68 km) TA00035 2022-12-16 | score: 178.651 (thresh: 135.762) -- 'pr' t: 0.017 mm n: (26.195 mm, 15 km), (0.323 mm, 43 km), (0.561 mm, 55 km), (0.034 mm, 68 km) -------------------|------------------------------------------------------------------------ TA00045 2022-12-02 | score: 649.434 (thresh: 90.312) -- 'pr' t: 0.051 mm n: (18.088 mm, 35 km), (47.058 mm, 49 km) -------------------|------------------------------------------------------------------------ TA00047 2022-12-01 | score: 424.348 (thresh: 61.920) -- 'pr' t: 0.000 mm n: (31.888 mm, 117 km) -------------------|------------------------------------------------------------------------ TA00061 2022-12-09 | score: 199.249 (thresh: 80.285) -- 'pr' t: 0.000 mm n: (7.173 mm, 23 km), (23.414 mm, 34 km), (0.187 mm, 35 km) TA00061 2022-12-13 | score: 137.253 (thresh: 80.285) -- 'pr' t: 0.000 mm n: (12.655 mm, 23 km), (2.585 mm, 34 km), (2.807 mm, 35 km) -------------------|------------------------------------------------------------------------ TA00067 2022-12-16 | score: 133.592 (thresh: 110.674) -- 'pr' t: 0.000 mm n: (21.218 mm, 50 km), (0.034 mm, 51 km), (0.0 mm, 56 km), (0.085 mm, 56 km) -------------------|------------------------------------------------------------------------ TA00073 2022-12-07 | score: 242.299 (thresh: 62.936) -- 'pr' t: 0.000 mm n: (30.908 mm, 37 km), (0.0 mm, 57 km), (0.0 mm, 58 km), (0.952 mm, 61 km) TA00073 2022-12-08 | score: 64.549 (thresh: 62.936) -- 'pr' t: 0.017 mm n: (20.386 mm, 37 km), (10.275 mm, 57 km), (3.638 mm, 58 km), (2.312 mm, 61 km) TA00073 2022-12-19 | score: 63.218 (thresh: 62.936) -- 'pr' t: 0.000 mm n: (0.544 mm, 37 km), (0.0 mm, 57 km), (0.0 mm, 58 km), (9.591 mm, 61 km) -------------------|------------------------------------------------------------------------ TA00076 2022-12-10 | score: 201.304 (thresh: 114.899) -- 'pr' t: 1.938 mm n: (19.14 mm, 12 km), (1.394 mm, 24 km), (26.523 mm, 35 km) -------------------|------------------------------------------------------------------------ TA00113 2022-12-05 | score: 176.459 (thresh: 100.256) -- 'pr' t: 0.000 mm n: (9.761 mm, 43 km), (0.0 mm, 61 km) TA00113 2022-12-06 | score: 251.160 (thresh: 100.256) -- 'pr' t: 0.000 mm n: (15.08 mm, 43 km), (0.0 mm, 61 km) -------------------|------------------------------------------------------------------------ TA00115 2022-12-02 | score: 892.663 (thresh: 163.756) -- 'pr' t: 3.860 mm n: (47.058 mm, 17 km), (47.41 mm, 23 km), (0.051 mm, 61 km) -------------------|------------------------------------------------------------------------ TA00118 2022-12-02 | score: 352.821 (thresh: 112.419) -- 'pr' t: 0.000 mm n: (6.684 mm, 6 km), (0.578 mm, 17 km), (1.174 mm, 19 km), (0.0 mm, 20 km), (24.986 mm, 21 km) -------------------|------------------------------------------------------------------------ TA00120 2022-12-19 | score: 38.796 (thresh: 35.716) -- 'pr' t: 19.843 mm n: (0.068 mm, 75 km) -------------------|------------------------------------------------------------------------ TA00123 2022-12-05 | score: 131.869 (thresh: 93.333) -- 'pr' t: 0.000 mm n: (5.829 mm, 45 km), (0.119 mm, 55 km) -------------------|------------------------------------------------------------------------ TA00127 2022-12-02 | score: 150.900 (thresh: 101.998) -- 'pr' t: 5.292 mm n: (0.0 mm, 6 km), (34.433 mm, 7 km), (24.986 mm, 7 km), (0.578 mm, 9 km) -------------------|------------------------------------------------------------------------ TA00129 2022-12-13 | score: 161.992 (thresh: 49.619) -- 'pr' t: 0.000 mm n: (0.085 mm, 67 km), (11.039 mm, 94 km), (15.392 mm, 97 km) TA00129 2022-12-16 | score: 68.132 (thresh: 49.619) -- 'pr' t: 0.000 mm n: (1.037 mm, 67 km), (0.136 mm, 94 km), (8.139 mm, 97 km) -------------------|------------------------------------------------------------------------ TA00130 2022-12-10 | score: 53.558 (thresh: 42.591) -- 'pr' t: 0.102 mm n: (25.279 mm, 97 km) -------------------|------------------------------------------------------------------------ TA00171 2022-12-08 | score: 353.694 (thresh: 137.760) -- 'pr' t: 0.136 mm n: (30.467 mm, 26 km) TA00171 2022-12-09 | score: 1061.099 (thresh: 137.760) -- 'pr' t: 0.136 mm n: (54.767 mm, 26 km) -------------------|------------------------------------------------------------------------ TA00172 2022-12-08 | score: 276.259 (thresh: 130.022) -- 'pr' t: 13.198 mm n: (3.638 mm, 48 km), (42.961 mm, 75 km), (0.017 mm, 87 km) TA00172 2022-12-09 | score: 185.623 (thresh: 130.022) -- 'pr' t: 0.085 mm n: (12.699 mm, 48 km), (18.198 mm, 75 km), (0.051 mm, 87 km) TA00172 2022-12-16 | score: 914.130 (thresh: 130.022) -- 'pr' t: 0.000 mm n: (0.034 mm, 48 km), (49.73 mm, 75 km), (0.017 mm, 87 km) -------------------|------------------------------------------------------------------------ TA00174 2022-12-04 | score: 55.007 (thresh: 11.504) -- 'pr' t: 12.415 mm n: (2.619 mm, 60 km) -------------------|------------------------------------------------------------------------ TA00179 2022-12-05 | score: 2087.341 (thresh: 154.777) -- 'pr' t: 25.000 mm n: (27.846 mm, 13 km), (21.464 mm, 16 km), (91.773 mm, 19 km) TA00179 2022-12-08 | score: 1011.690 (thresh: 154.777) -- 'pr' t: 30.800 mm n: (4.013 mm, 13 km), (0.051 mm, 16 km), (101.959 mm, 19 km) TA00179 2022-12-09 | score: 2034.568 (thresh: 154.777) -- 'pr' t: 48.400 mm n: (0.629 mm, 13 km), (8.269 mm, 16 km), (132.362 mm, 19 km) TA00179 2022-12-13 | score: 356.281 (thresh: 154.777) -- 'pr' t: 15.200 mm n: (0.255 mm, 13 km), (27.304 mm, 16 km), (23.935 mm, 19 km) -------------------|------------------------------------------------------------------------ TA00182 2022-12-04 | score: 1384.796 (thresh: 255.359) -- 'pr' t: 4.472 mm n: (8.646 mm, 5 km), (0.017 mm, 9 km), (11.043 mm, 17 km), (190.907 mm, 17 km) -------------------|------------------------------------------------------------------------ TA00183 2022-12-17 | score: 144.149 (thresh: 137.220) -- 'pr' t: 0.000 mm n: (0.102 mm, 41 km), (5.559 mm, 45 km), (6.953 mm, 50 km), (0.068 mm, 62 km), (23.616 mm, 71 km) -------------------|------------------------------------------------------------------------ TA00186 2022-12-08 | score: 241.165 (thresh: 203.584) -- 'pr' t: 0.136 mm n: (48.948 mm, 26 km), (42.961 mm, 67 km), (7.095 mm, 67 km), (10.642 mm, 73 km) TA00186 2022-12-09 | score: 333.125 (thresh: 203.584) -- 'pr' t: 0.017 mm n: (47.029 mm, 26 km), (18.198 mm, 67 km), (5.475 mm, 67 km), (7.157 mm, 73 km) -------------------|------------------------------------------------------------------------ TA00190 2022-12-08 | score: 317.122 (thresh: 181.186) -- 'pr' t: 1.292 mm n: (11.203 mm, 8 km), (0.204 mm, 26 km), (42.961 mm, 31 km), (0.034 mm, 38 km), (7.095 mm, 39 km) TA00190 2022-12-16 | score: 260.933 (thresh: 181.186) -- 'pr' t: 0.595 mm n: (0.442 mm, 8 km), (17.486 mm, 26 km), (49.73 mm, 31 km), (0.0 mm, 38 km), (0.0 mm, 39 km) -------------------|------------------------------------------------------------------------ TA00192 2022-12-05 | score: 835.625 (thresh: 163.559) -- 'pr' t: 21.464 mm n: (25.0 mm, 16 km), (27.846 mm, 17 km), (19.647 mm, 19 km), (91.773 mm, 23 km) TA00192 2022-12-08 | score: 905.015 (thresh: 163.559) -- 'pr' t: 0.051 mm n: (30.8 mm, 16 km), (4.013 mm, 17 km), (11.927 mm, 19 km), (101.959 mm, 23 km) -------------------|------------------------------------------------------------------------ TA00209 2022-12-08 | score: 103.059 (thresh: 92.502) -- 'pr' t: 0.034 mm n: (16.323 mm, 35 km), (2.842 mm, 61 km) -------------------|------------------------------------------------------------------------ TA00217 2022-12-08 | score: 38.121 (thresh: 34.540) -- 'pr' t: 18.800 mm n: (0.238 mm, 48 km) TA00217 2022-12-09 | score: 47.175 (thresh: 34.540) -- 'pr' t: 35.800 mm n: (0.119 mm, 48 km) TA00217 2022-12-10 | score: 44.237 (thresh: 34.540) -- 'pr' t: 27.600 mm n: (0.017 mm, 48 km) TA00217 2022-12-14 | score: 50.778 (thresh: 34.540) -- 'pr' t: 48.000 mm n: (0.204 mm, 48 km) TA00217 2022-12-19 | score: 53.144 (thresh: 34.540) -- 'pr' t: 68.600 mm n: (0.663 mm, 48 km) -------------------|------------------------------------------------------------------------ TA00223 2022-12-12 | score: 218.095 (thresh: 64.444) -- 'pr' t: 0.170 mm n: (25.687 mm, 64 km) -------------------|------------------------------------------------------------------------ TA00227 2022-12-09 | score: 104.916 (thresh: 60.686) -- 'pr' t: 11.156 mm n: (35.8 mm, 29 km) TA00227 2022-12-10 | score: 66.552 (thresh: 60.686) -- 'pr' t: 3.011 mm n: (27.6 mm, 29 km) TA00227 2022-12-14 | score: 238.528 (thresh: 60.686) -- 'pr' t: 9.592 mm n: (48.0 mm, 29 km) TA00227 2022-12-19 | score: 496.138 (thresh: 60.686) -- 'pr' t: 52.402 mm n: (68.6 mm, 29 km) -------------------|------------------------------------------------------------------------ TA00242 2022-12-05 | score: 229.285 (thresh: 205.965) -- 'pr' t: 91.773 mm n: (25.0 mm, 19 km), (21.464 mm, 23 km) TA00242 2022-12-13 | score: 209.178 (thresh: 205.965) -- 'pr' t: 23.935 mm n: (15.2 mm, 19 km), (27.304 mm, 23 km) -------------------|------------------------------------------------------------------------ TA00243 2022-12-05 | score: 428.356 (thresh: 167.990) -- 'pr' t: 27.846 mm n: (25.0 mm, 13 km), (19.647 mm, 13 km), (21.464 mm, 17 km), (91.773 mm, 30 km) TA00243 2022-12-08 | score: 298.647 (thresh: 167.990) -- 'pr' t: 4.013 mm n: (30.8 mm, 13 km), (11.927 mm, 13 km), (0.051 mm, 17 km), (101.959 mm, 30 km) TA00243 2022-12-11 | score: 181.459 (thresh: 167.990) -- 'pr' t: 0.221 mm n: (14.4 mm, 13 km), (13.945 mm, 13 km), (15.112 mm, 17 km), (22.061 mm, 30 km) TA00243 2022-12-13 | score: 350.807 (thresh: 167.990) -- 'pr' t: 0.255 mm n: (15.2 mm, 13 km), (22.153 mm, 13 km), (27.304 mm, 17 km), (23.935 mm, 30 km) -------------------|------------------------------------------------------------------------ TA00244 2022-12-05 | score: 775.175 (thresh: 224.744) -- 'pr' t: 19.647 mm n: (27.846 mm, 13 km), (21.464 mm, 19 km), (25.0 mm, 24 km), (91.773 mm, 39 km) TA00244 2022-12-13 | score: 234.049 (thresh: 224.744) -- 'pr' t: 22.153 mm n: (0.255 mm, 13 km), (27.304 mm, 19 km), (15.2 mm, 24 km), (23.935 mm, 39 km) -------------------|------------------------------------------------------------------------ TA00250 2022-12-12 | score: 434.920 (thresh: 390.407) -- 'pr' t: 0.000 mm n: (16.948 mm, 2 km), (0.833 mm, 17 km), (0.119 mm, 30 km), (0.051 mm, 38 km), (0.0 mm, 45 km) -------------------|------------------------------------------------------------------------ TA00303 2022-12-01 | score: 151.619 (thresh: 84.602) -- 'pr' t: 0.000 mm n: (0.0 mm, 30 km), (14.491 mm, 37 km) -------------------|------------------------------------------------------------------------ TA00309 2022-12-02 | score: 391.124 (thresh: 267.942) -- 'pr' t: 3.540 mm n: (0.255 mm, 30 km), (26.656 mm, 39 km), (34.433 mm, 43 km) -------------------|------------------------------------------------------------------------ TA00323 2022-12-05 | score: 174.702 (thresh: 150.073) -- 'pr' t: 14.484 mm n: (18.932 mm, 21 km), (42.43 mm, 45 km), (0.0 mm, 104 km) TA00323 2022-12-06 | score: 1402.537 (thresh: 150.073) -- 'pr' t: 6.050 mm n: (76.445 mm, 21 km), (0.646 mm, 45 km), (0.0 mm, 104 km) TA00323 2022-12-09 | score: 173.234 (thresh: 150.073) -- 'pr' t: 20.047 mm n: (21.079 mm, 21 km), (36.719 mm, 45 km), (0.051 mm, 104 km) TA00323 2022-12-10 | score: 176.609 (thresh: 150.073) -- 'pr' t: 0.102 mm n: (21.591 mm, 21 km), (0.17 mm, 45 km), (0.0 mm, 104 km) TA00323 2022-12-16 | score: 211.007 (thresh: 150.073) -- 'pr' t: 33.055 mm n: (29.105 mm, 21 km), (0.034 mm, 45 km), (14.549 mm, 104 km) -------------------|------------------------------------------------------------------------ TA00327 2022-12-02 | score: 65.511 (thresh: 60.333) -- 'pr' t: 0.000 mm n: (0.0 mm, 76 km), (0.0 mm, 91 km), (17.564 mm, 102 km), (0.0 mm, 104 km) TA00327 2022-12-05 | score: 717.269 (thresh: 60.333) -- 'pr' t: 0.000 mm n: (42.43 mm, 76 km), (18.932 mm, 91 km), (0.255 mm, 102 km), (14.484 mm, 104 km) TA00327 2022-12-06 | score: 121.362 (thresh: 60.333) -- 'pr' t: 0.000 mm n: (0.646 mm, 76 km), (76.445 mm, 91 km), (0.0 mm, 102 km), (6.05 mm, 104 km) TA00327 2022-12-07 | score: 266.705 (thresh: 60.333) -- 'pr' t: 0.000 mm n: (8.384 mm, 76 km), (4.998 mm, 91 km), (1.088 mm, 102 km), (18.437 mm, 104 km) TA00327 2022-12-09 | score: 429.352 (thresh: 60.333) -- 'pr' t: 0.051 mm n: (36.719 mm, 76 km), (21.079 mm, 91 km), (2.536 mm, 102 km), (20.047 mm, 104 km) TA00327 2022-12-10 | score: 61.281 (thresh: 60.333) -- 'pr' t: 0.000 mm n: (0.17 mm, 76 km), (21.591 mm, 91 km), (4.358 mm, 102 km), (0.102 mm, 104 km) TA00327 2022-12-11 | score: 99.144 (thresh: 60.333) -- 'pr' t: 0.000 mm n: (0.034 mm, 76 km), (10.597 mm, 91 km), (13.723 mm, 102 km), (5.394 mm, 104 km) -------------------|------------------------------------------------------------------------ TA00329 2022-12-05 | score: 844.463 (thresh: 186.163) -- 'pr' t: 0.000 mm n: (42.43 mm, 15 km), (0.255 mm, 25 km), (18.932 mm, 37 km), (14.484 mm, 59 km), (0.0 mm, 79 km) TA00329 2022-12-07 | score: 241.985 (thresh: 186.163) -- 'pr' t: 0.000 mm n: (8.384 mm, 15 km), (1.088 mm, 25 km), (4.998 mm, 37 km), (18.437 mm, 59 km), (0.0 mm, 79 km) TA00329 2022-12-09 | score: 295.908 (thresh: 186.163) -- 'pr' t: 5.355 mm n: (36.719 mm, 15 km), (2.536 mm, 25 km), (21.079 mm, 37 km), (20.047 mm, 59 km), (0.051 mm, 79 km) TA00329 2022-12-16 | score: 298.502 (thresh: 186.163) -- 'pr' t: 0.000 mm n: (0.034 mm, 15 km), (2.979 mm, 25 km), (29.105 mm, 37 km), (33.055 mm, 59 km), (14.549 mm, 79 km) -------------------|------------------------------------------------------------------------ TA00332 2022-12-06 | score: 650.619 (thresh: 302.184) -- 'pr' t: 0.000 mm n: (0.204 mm, 25 km), (0.646 mm, 26 km), (76.445 mm, 31 km), (0.0 mm, 102 km) -------------------|------------------------------------------------------------------------ TA00351 2022-12-02 | score: 90.040 (thresh: 66.228) -- 'pr' t: 2.618 mm n: (23.025 mm, 83 km) TA00351 2022-12-05 | score: 163.975 (thresh: 66.228) -- 'pr' t: 0.000 mm n: (11.34 mm, 83 km) TA00351 2022-12-09 | score: 198.937 (thresh: 66.228) -- 'pr' t: 0.850 mm n: (28.974 mm, 83 km) TA00351 2022-12-19 | score: 314.858 (thresh: 66.228) -- 'pr' t: 0.102 mm n: (31.565 mm, 83 km) -------------------|------------------------------------------------------------------------ TA00361 2022-12-07 | score: 427.239 (thresh: 188.050) -- 'pr' t: 0.527 mm n: (48.406 mm, 37 km), (0.119 mm, 73 km) -------------------|------------------------------------------------------------------------ TA00366 2022-12-01 | score: 662.133 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.48 mm, 99 km) TA00366 2022-12-02 | score: 659.575 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.412 mm, 99 km) TA00366 2022-12-03 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-04 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-05 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-06 | score: 424.985 (thresh: 61.132) -- 'pr' t: 0.017 mm n: (24.514 mm, 99 km) TA00366 2022-12-07 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-08 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-09 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-10 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-11 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-12 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-13 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-14 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-15 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-16 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-17 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2022-12-18 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) -------------------|------------------------------------------------------------------------ TA00368 2022-12-07 | score: 855.275 (thresh: 177.364) -- 'pr' t: 0.119 mm n: (48.406 mm, 51 km), (0.527 mm, 73 km) -------------------|------------------------------------------------------------------------ TA00372 2022-12-05 | score: 3264.766 (thresh: 409.531) -- 'pr' t: 44.200 mm n: (91.773 mm, 10 km), (10.856 mm, 14 km), (21.464 mm, 31 km) TA00372 2022-12-09 | score: 6014.341 (thresh: 409.531) -- 'pr' t: 83.200 mm n: (132.362 mm, 10 km), (6.615 mm, 14 km), (8.269 mm, 31 km) -------------------|------------------------------------------------------------------------ TA00373 2022-12-05 | score: 1636.269 (thresh: 123.608) -- 'pr' t: 10.856 mm n: (25.0 mm, 13 km), (44.2 mm, 14 km), (91.773 mm, 18 km), (27.846 mm, 24 km) TA00373 2022-12-09 | score: 3293.836 (thresh: 123.608) -- 'pr' t: 6.615 mm n: (48.4 mm, 13 km), (83.2 mm, 14 km), (132.362 mm, 18 km), (0.629 mm, 24 km) TA00373 2022-12-11 | score: 182.377 (thresh: 123.608) -- 'pr' t: 0.442 mm n: (14.4 mm, 13 km), (22.2 mm, 14 km), (22.061 mm, 18 km), (0.221 mm, 24 km) -------------------|------------------------------------------------------------------------ TA00374 2022-12-08 | score: 329.218 (thresh: 67.401) -- 'pr' t: 0.017 mm n: (30.467 mm, 19 km) TA00374 2022-12-09 | score: 617.070 (thresh: 67.401) -- 'pr' t: 3.693 mm n: (54.767 mm, 19 km) -------------------|------------------------------------------------------------------------ TA00377 2022-12-04 | score: 73.645 (thresh: 54.267) -- 'pr' t: 10.013 mm n: (33.356 mm, 58 km), (7.2 mm, 87 km) TA00377 2022-12-13 | score: 71.200 (thresh: 54.267) -- 'pr' t: 0.000 mm n: (7.072 mm, 58 km), (0.051 mm, 87 km) -------------------|------------------------------------------------------------------------ TA00413 2022-12-10 | score: 206.917 (thresh: 202.840) -- 'pr' t: 25.745 mm n: (28.928 mm, 28 km), (2.567 mm, 33 km), (6.568 mm, 39 km), (49.105 mm, 40 km) -------------------|------------------------------------------------------------------------ TA00416 2022-12-16 | score: 163.934 (thresh: 109.478) -- 'pr' t: 0.000 mm n: (0.68 mm, 10 km), (19.914 mm, 12 km), (0.187 mm, 48 km), (0.0 mm, 55 km) -------------------|------------------------------------------------------------------------ TA00444 2022-12-14 | score: 138.164 (thresh: 12.643) -- 'pr' t: 0.000 mm n: (26.077 mm, 56 km), (4.698 mm, 73 km) -------------------|------------------------------------------------------------------------ TA00451 2022-12-05 | score: 331.681 (thresh: 100.920) -- 'pr' t: 1.819 mm n: (23.422 mm, 22 km), (32.01 mm, 40 km) -------------------|------------------------------------------------------------------------ TA00530 2022-12-06 | score: 1786.402 (thresh: 282.236) -- 'pr' t: 36.932 mm n: (53.071 mm, 28 km), (39.675 mm, 60 km) TA00530 2022-12-16 | score: 388.150 (thresh: 282.236) -- 'pr' t: 0.000 mm n: (14.324 mm, 28 km), (2.872 mm, 60 km) -------------------|------------------------------------------------------------------------ TA00535 2022-12-10 | score: 83.678 (thresh: 68.527) -- 'pr' t: 14.638 mm n: (25.871 mm, 82 km) TA00535 2022-12-17 | score: 107.068 (thresh: 68.527) -- 'pr' t: 10.421 mm n: (27.258 mm, 82 km) -------------------|------------------------------------------------------------------------ TA00536 2022-12-06 | score: 872.495 (thresh: 759.807) -- 'pr' t: 53.071 mm n: (36.932 mm, 28 km), (39.675 mm, 32 km) -------------------|------------------------------------------------------------------------ TA00537 2022-12-06 | score: 572.416 (thresh: 179.134) -- 'pr' t: 39.675 mm n: (53.071 mm, 32 km), (36.932 mm, 60 km) TA00537 2022-12-09 | score: 668.674 (thresh: 179.134) -- 'pr' t: 4.541 mm n: (53.134 mm, 32 km), (35.71 mm, 60 km) -------------------|------------------------------------------------------------------------ TA00567 2022-12-02 | score: 94.928 (thresh: 61.091) -- 'pr' t: 24.986 mm n: (34.433 mm, 6 km), (0.578 mm, 7 km), (5.292 mm, 7 km), (0.0 mm, 7 km) -------------------|------------------------------------------------------------------------ TA00602 2022-12-07 | score: 298.404 (thresh: 54.427) -- 'pr' t: 9.683 mm n: (34.253 mm, 69 km) TA00602 2022-12-10 | score: 253.589 (thresh: 54.427) -- 'pr' t: 1.598 mm n: (29.216 mm, 69 km) -------------------|------------------------------------------------------------------------ TA00607 2022-12-18 | score: 269.759 (thresh: 51.001) -- 'pr' t: 0.153 mm n: (31.408 mm, 35 km) -------------------|------------------------------------------------------------------------ TA00641 2022-12-07 | score: 1367.341 (thresh: 310.876) -- 'pr' t: 0.017 mm n: (70.959 mm, 60 km), (0.0 mm, 95 km) -------------------|------------------------------------------------------------------------ TA00647 2022-12-02 | score: 94.010 (thresh: 89.558) -- 'pr' t: 0.000 mm n: (1.174 mm, 2 km), (0.578 mm, 3 km), (5.292 mm, 6 km), (24.986 mm, 7 km), (34.433 mm, 11 km) -------------------|------------------------------------------------------------------------ TA00719 2022-12-08 | score: 107.481 (thresh: 100.242) -- 'pr' t: 11.203 mm n: (0.204 mm, 25 km), (42.961 mm, 29 km), (10.275 mm, 42 km) TA00719 2022-12-16 | score: 289.514 (thresh: 100.242) -- 'pr' t: 0.442 mm n: (17.486 mm, 25 km), (49.73 mm, 29 km), (0.0 mm, 42 km) -------------------|------------------------------------------------------------------------ anomaly count: 138 From: slater@oregonstate.edu <slater@oregonstate.edu> Sent: Tuesday, December 20, 2022 11:11 PM To: rainqc-jobman@ENGR.ORST.EDU Cc: Slater, Michael <slater@oregonstate.edu> Subject: RainQC Job Manager daily report 2022-12-21 Current UTC date: 2022-12-21 -> scoring models for previous day --------------------------------------------------------------------------------- Daily Model Data Completeness Check: data completeness 50% | complete models: 192 of 273 (70.33%) data completeness 60% | complete models: 191 of 273 (69.96%) data completeness 70% | complete models: 191 of 273 (69.96%) data completeness 75% | complete models: 191 of 273 (69.96%) data completeness 80% | complete models: 190 of 273 (69.60%) data completeness 85% | complete models: 190 of 273 (69.60%) data completeness 90% | complete models: 187 of 273 (68.50%) data completeness 95% | complete models: 187 of 273 (68.50%) data completeness 100% | complete models: 187 of 273 (68.50%) ---------------------------- station status | total: 313, delayed: 107, offline 24h: 35, offline week: 32 | battery, min: 0, max: 100, mean: 65.96, std dev: 25.69 | battery, common values: [(100, 199), (0, 37), (90, 5), (74, 5), (61, 4)] | battery <= mean, common countries: [('KE', 13), ('GH', 13), ('UG', 7), ('ZM', 6), ('TG', 4)] ---------------------------- 56 LOW DATA (< 0.9) and 45 NO DATA weather stations impacted 86 RainQC models LOW/NO data station impact on models: [('TA00568', 8), ('TA00185', 7), ('TA00068', 6), ('TA00056', 5), ('TA00158', 4), ('TA00565', 4), ('TA00543', 4), ('TA00011', 3), ('TA00032', 3), ('TA00267', 3), ('TA00482', 3), ('TA00542', 3), ('TA00308', 2), ('TA00043', 2), ('TA00050', 2), ('TA00155', 2), ('TA00487', 2), ('TA00684', 2), ('TA00223', 2), ('TA00262', 2), ('TA00271', 2), ('TA00314', 2), ('TA00691', 2), ('TA00339', 2), ('TA00471', 2), ('TA00278', 1), ('TA00014', 1), ('TA00031', 1), ('TA00044', 1), ('TA00070', 1), ('TA00091', 1), ('TA00095', 1), ('TA00201', 1), ('TA00212', 1), ('TA00219', 1), ('TA00229', 1), ('TA00257', 1), ('TA00260', 1), ('TA00392', 1), ('TA00276', 1), ('TA00287', 1), ('TA00290', 1), ('TA00336', 1), ('TA00350', 1), ('TA00362', 1), ('TA00369', 1), ('TA00389', 1), ('TA00422', 1), ('TA00432', 1), ('TA00470', 1), ('TA00493', 1), ('TA00533', 1), ('TA00652', 1), ('TA00655', 1), ('TA00677', 1), ('TA00702', 1)] ----------------------------------------------------------- Processed daily jobs for UTC date: 2022-12-20 Start time: 2022-12-21T06:28:16+00:00 End time : 2022-12-21T07:11:25+00:00 Elapsed time HH:MM:SS: 0:43:09 --------------------- Before job processing job table stats: Total 'success' count: 181 Total 'failure' count: 172 Total record count: 957 Job history table record count: 23424 Scoring job record table record count: 101 --------------------- After job processing job table stats: Total 'success' count: 182 (flag=2 count: 6) (flag=1 abstentions: 7) | 'success' count for 2022-12-20: 174 (flag=2 count: 5) | 'success' count for 2022-12-19: 8 (flag=2 count: 1) | 'success' count for 2022-12-18: 0 (flag=2 count: 0) | 'success' count for 2022-12-17: 0 (flag=2 count: 0) | 'success' count for 2022-12-16: 0 (flag=2 count: 0) | 'success' count for 2022-12-15: 0 (flag=2 count: 0) | 'success' count for 2022-12-14: 0 (flag=2 count: 0) Anomalies (flag=2): TA00119 2022-12-20 | score: 122.675 (thresh: 92.701) -- 'pr' t: 2.790 mm n: (41.696 mm, 29 km), (0.17 mm, 75 km) TA00351 2022-12-20 | score: 133.257 (thresh: 66.228) -- 'pr' t: 1.700 mm n: (25.791 mm, 83 km) TA00361 2022-12-20 | score: 297.380 (thresh: 188.050) -- 'pr' t: 1.122 mm n: (24.554 mm, 37 km), (21.637 mm, 73 km) TA00366 2022-12-19 | score: 662.773 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.497 mm, 99 km) TA00366 2022-12-20 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00373 2022-12-20 | score: 137.656 (thresh: 123.608) -- 'pr' t: 0.255 mm n: (15.4 mm, 13 km), (2.0 mm, 14 km), (11.735 mm, 18 km), (10.749 mm, 24 km) -------- Total 'failure' count: 102 Total record count: 877 Job history table record count: 23777 Scoring job record table record count: 102 -----------------------------------------------------------