Here's how the month is shaping up so far. One thing I don't track in the monthly report is the number of abstentions/downgrades (where we downgrade a flag=2 instance to a flag=1 instance due to consistent low rainfall across the target/neighbors). It seems from the daily reports there have been quite a few abstensions/downgrades. We did have one day where data completeness was very bad (some sort of system failure I presume). It looks like most of the missing data has finally made it in, at least to the extent we get missing data. AFAIK we still don't understand what is going on with TA0366 and its single neighbor. The consistency in the readings for the two stations make me think both stations must have broken rain gauges. However, if TA0366 is in a very dry location, it might be that its neighbor is the one with the broken rain gauge. --ms Weekly Anomalies (flag=2) for January 2023: -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00028 2023-01-03 | score: 64.358 (thresh: 4.314) -- 'pr' t: 2.125 mm n: (0.901 mm, 27 km), (8.964 mm, 54 km) TA00028 2023-01-06 | score: 4.401 (thresh: 4.314) -- 'pr' t: 0.000 mm n: (0.0 mm, 27 km), (6.071 mm, 54 km) TA00028 2023-01-08 | score: 111.119 (thresh: 4.314) -- 'pr' t: 31.798 mm n: (0.884 mm, 27 km), (0.136 mm, 54 km) TA00028 2023-01-09 | score: 95.561 (thresh: 4.314) -- 'pr' t: 8.024 mm n: (1.53 mm, 27 km), (26.054 mm, 54 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00047 2023-01-12 | score: 288.532 (thresh: 61.920) -- 'pr' t: 0.034 mm n: (37.178 mm, 117 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00061 2023-01-11 | score: 131.624 (thresh: 80.285) -- 'pr' t: 0.000 mm n: (0.034 mm, 23 km), (0.085 mm, 34 km), (11.017 mm, 35 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00073 2023-01-06 | score: 76.961 (thresh: 62.936) -- 'pr' t: 0.000 mm n: (6.071 mm, 37 km), (0.0 mm, 57 km), (0.0 mm, 58 km), (0.068 mm, 61 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00076 2023-01-08 | score: 173.446 (thresh: 114.899) -- 'pr' t: 0.000 mm n: (7.587 mm, 12 km), (0.561 mm, 24 km), (5.677 mm, 35 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00122 2023-01-21 | score: 144.149 (thresh: 84.963) -- 'pr' t: 0.000 mm n: (3.028 mm, 25 km), (12.153 mm, 37 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00155 2023-01-11 | score: 158.032 (thresh: 46.791) -- 'pr' t: 0.000 mm n: (9.775 mm, 74 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00171 2023-01-09 | score: 143.889 (thresh: 137.760) -- 'pr' t: 0.136 mm n: (18.445 mm, 26 km) TA00171 2023-01-12 | score: 144.041 (thresh: 137.760) -- 'pr' t: 0.017 mm n: (14.795 mm, 26 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00172 2023-01-03 | score: 222.657 (thresh: 130.022) -- 'pr' t: 18.714 mm n: (15.589 mm, 48 km), (30.7 mm, 75 km), (0.901 mm, 87 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00179 2023-01-01 | score: 370.661 (thresh: 154.777) -- 'pr' t: 0.000 mm n: (0.833 mm, 13 km), (0.051 mm, 16 km), (30.692 mm, 19 km) TA00179 2023-01-05 | score: 216.129 (thresh: 154.777) -- 'pr' t: 14.800 mm n: (3.045 mm, 13 km), (22.129 mm, 16 km), (17.33 mm, 19 km) TA00179 2023-01-06 | score: 167.713 (thresh: 154.777) -- 'pr' t: 0.000 mm n: (10.65 mm, 13 km), (2.958 mm, 16 km), (0.493 mm, 19 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00183 2023-01-10 | score: 170.175 (thresh: 137.220) -- 'pr' t: 0.000 mm n: (0.051 mm, 41 km), (2.04 mm, 45 km), (3.332 mm, 50 km), (10.957 mm, 62 km), (13.398 mm, 71 km) TA00183 2023-01-12 | score: 558.405 (thresh: 137.220) -- 'pr' t: 2.414 mm n: (0.068 mm, 41 km), (3.111 mm, 45 km), (2.941 mm, 50 km), (78.076 mm, 62 km), (8.746 mm, 71 km) TA00183 2023-01-16 | score: 373.645 (thresh: 137.220) -- 'pr' t: 0.000 mm n: (0.085 mm, 41 km), (4.522 mm, 45 km), (0.119 mm, 50 km), (31.998 mm, 62 km), (3.216 mm, 71 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00190 2023-01-03 | score: 497.670 (thresh: 181.186) -- 'pr' t: 0.408 mm n: (19.788 mm, 8 km), (12.421 mm, 26 km), (30.7 mm, 31 km), (0.731 mm, 38 km), (15.441 mm, 39 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00210 2023-01-04 | score: 100.740 (thresh: 76.739) -- 'pr' t: 0.000 mm n: (5.465 mm, 76 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00272 2023-01-08 | score: 126.407 (thresh: 86.379) -- 'pr' t: 0.000 mm n: (7.23 mm, 15 km) TA00272 2023-01-09 | score: 97.570 (thresh: 86.379) -- 'pr' t: 9.800 mm n: (23.229 mm, 15 km) TA00272 2023-01-13 | score: 111.900 (thresh: 86.379) -- 'pr' t: 41.400 mm n: (26.612 mm, 15 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00319 2023-01-20 | score: 185.133 (thresh: 127.051) -- 'pr' t: 0.000 mm n: (9.677 mm, 13 km), (0.0 mm, 21 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00323 2023-01-03 | score: 631.569 (thresh: 150.073) -- 'pr' t: 2.805 mm n: (21.101 mm, 21 km), (0.272 mm, 45 km), (70.471 mm, 104 km) TA00323 2023-01-08 | score: 170.500 (thresh: 150.073) -- 'pr' t: 20.043 mm n: (21.911 mm, 21 km), (31.691 mm, 45 km), (1.02 mm, 104 km) TA00323 2023-01-09 | score: 2986.136 (thresh: 150.073) -- 'pr' t: 6.328 mm n: (105.19 mm, 21 km), (7.499 mm, 45 km), (6.701 mm, 104 km) TA00323 2023-01-10 | score: 1048.503 (thresh: 150.073) -- 'pr' t: 0.374 mm n: (61.182 mm, 21 km), (0.374 mm, 45 km), (0.119 mm, 104 km) TA00323 2023-01-12 | score: 206.905 (thresh: 150.073) -- 'pr' t: 7.365 mm n: (31.691 mm, 21 km), (1.378 mm, 45 km), (0.034 mm, 104 km) TA00323 2023-01-14 | score: 695.633 (thresh: 150.073) -- 'pr' t: 6.295 mm n: (54.906 mm, 21 km), (0.799 mm, 45 km), (0.017 mm, 104 km) TA00323 2023-01-19 | score: 503.346 (thresh: 150.073) -- 'pr' t: 18.460 mm n: (38.841 mm, 21 km), (5.716 mm, 45 km), (21.354 mm, 104 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00327 2023-01-01 | score: 61.393 (thresh: 60.333) -- 'pr' t: 0.000 mm n: (0.238 mm, 76 km), (11.337 mm, 91 km), (1.785 mm, 102 km), (1.225 mm, 104 km) TA00327 2023-01-08 | score: 292.294 (thresh: 60.333) -- 'pr' t: 1.020 mm n: (31.691 mm, 76 km), (21.911 mm, 91 km), (18.859 mm, 102 km), (20.043 mm, 104 km) TA00327 2023-01-18 | score: 157.704 (thresh: 60.333) -- 'pr' t: 0.000 mm n: (15.267 mm, 76 km), (1.956 mm, 91 km), (3.962 mm, 102 km), (0.357 mm, 104 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00329 2023-01-07 | score: 272.060 (thresh: 186.163) -- 'pr' t: 0.119 mm n: (11.879 mm, 15 km), (44.32 mm, 25 km), (15.509 mm, 37 km), (11.838 mm, 59 km), (3.997 mm, 79 km) TA00329 2023-01-08 | score: 450.844 (thresh: 186.163) -- 'pr' t: 0.187 mm n: (31.691 mm, 15 km), (18.859 mm, 25 km), (21.911 mm, 37 km), (20.043 mm, 59 km), (1.02 mm, 79 km) TA00329 2023-01-16 | score: 201.613 (thresh: 186.163) -- 'pr' t: 0.119 mm n: (19.123 mm, 15 km), (13.544 mm, 25 km), (14.734 mm, 37 km), (6.492 mm, 59 km), (8.924 mm, 79 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00332 2023-01-09 | score: 488.983 (thresh: 302.184) -- 'pr' t: 9.691 mm n: (0.119 mm, 25 km), (7.499 mm, 26 km), (105.19 mm, 31 km), (6.701 mm, 102 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00361 2023-01-08 | score: 1087.403 (thresh: 188.050) -- 'pr' t: 1.904 mm n: (65.62 mm, 37 km), (16.917 mm, 73 km) TA00361 2023-01-16 | score: 423.796 (thresh: 188.050) -- 'pr' t: 0.136 mm n: (29.846 mm, 37 km), (18.636 mm, 73 km) TA00361 2023-01-18 | score: 924.921 (thresh: 188.050) -- 'pr' t: 0.136 mm n: (22.157 mm, 37 km), (55.192 mm, 73 km) TA00361 2023-01-19 | score: 749.998 (thresh: 188.050) -- 'pr' t: 0.136 mm n: (44.018 mm, 37 km), (20.301 mm, 73 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00366 2023-01-01 | score: 617.459 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (23.273 mm, 99 km) TA00366 2023-01-02 | score: 569.585 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (21.93 mm, 99 km) TA00366 2023-01-03 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-04 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-05 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-06 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-07 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-08 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-09 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-10 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-11 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-12 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-13 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-14 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-15 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-16 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-17 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-18 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-19 | score: 662.133 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.48 mm, 99 km) TA00366 2023-01-20 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) TA00366 2023-01-21 | score: 663.414 (thresh: 61.132) -- 'pr' t: 0.000 mm n: (24.514 mm, 99 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00367 2023-01-18 | score: 531.388 (thresh: 267.378) -- 'pr' t: 22.157 mm n: (0.136 mm, 37 km), (55.192 mm, 51 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00368 2023-01-02 | score: 412.123 (thresh: 177.364) -- 'pr' t: 0.034 mm n: (29.701 mm, 51 km), (0.255 mm, 73 km) TA00368 2023-01-08 | score: 1159.429 (thresh: 177.364) -- 'pr' t: 16.917 mm n: (65.62 mm, 51 km), (1.904 mm, 73 km) TA00368 2023-01-19 | score: 466.772 (thresh: 177.364) -- 'pr' t: 20.301 mm n: (44.018 mm, 51 km), (0.136 mm, 73 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00373 2023-01-05 | score: 197.340 (thresh: 123.608) -- 'pr' t: 0.255 mm n: (14.8 mm, 13 km), (27.8 mm, 14 km), (17.33 mm, 18 km), (3.045 mm, 24 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00374 2023-01-12 | score: 80.586 (thresh: 67.401) -- 'pr' t: 0.068 mm n: (14.795 mm, 19 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00451 2023-01-08 | score: 179.221 (thresh: 100.920) -- 'pr' t: 0.000 mm n: (0.0 mm, 22 km), (15.893 mm, 40 km) TA00451 2023-01-10 | score: 133.592 (thresh: 100.920) -- 'pr' t: 0.170 mm n: (1.514 mm, 22 km), (28.678 mm, 40 km) TA00451 2023-01-14 | score: 170.822 (thresh: 100.920) -- 'pr' t: 0.085 mm n: (5.666 mm, 22 km), (27.066 mm, 40 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00592 2023-01-07 | score: 190.074 (thresh: 90.635) -- 'pr' t: 0.000 mm n: (8.587 mm, 80 km) TA00592 2023-01-08 | score: 183.061 (thresh: 90.635) -- 'pr' t: 0.000 mm n: (8.102 mm, 80 km) TA00592 2023-01-09 | score: 218.614 (thresh: 90.635) -- 'pr' t: 0.000 mm n: (10.474 mm, 80 km) TA00592 2023-01-10 | score: 597.275 (thresh: 90.635) -- 'pr' t: 0.000 mm n: (28.711 mm, 80 km) TA00592 2023-01-12 | score: 185.634 (thresh: 90.635) -- 'pr' t: 0.000 mm n: (8.281 mm, 80 km) TA00592 2023-01-13 | score: 353.604 (thresh: 90.635) -- 'pr' t: 0.000 mm n: (18.066 mm, 80 km) TA00592 2023-01-19 | score: 860.444 (thresh: 90.635) -- 'pr' t: 0.051 mm n: (49.738 mm, 80 km) TA00592 2023-01-21 | score: 1315.629 (thresh: 90.635) -- 'pr' t: 0.000 mm n: (51.064 mm, 80 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00602 2023-01-12 | score: 125.966 (thresh: 54.427) -- 'pr' t: 0.102 mm n: (17.306 mm, 69 km) TA00602 2023-01-15 | score: 314.321 (thresh: 54.427) -- 'pr' t: 0.102 mm n: (27.704 mm, 69 km) TA00602 2023-01-16 | score: 127.869 (thresh: 54.427) -- 'pr' t: 0.102 mm n: (17.441 mm, 69 km) TA00602 2023-01-17 | score: 65.613 (thresh: 54.427) -- 'pr' t: 0.102 mm n: (12.314 mm, 69 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00607 2023-01-03 | score: 982.514 (thresh: 51.001) -- 'pr' t: 0.000 mm n: (45.679 mm, 35 km) TA00607 2023-01-06 | score: 301.404 (thresh: 51.001) -- 'pr' t: 0.034 mm n: (30.345 mm, 35 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00641 2023-01-09 | score: 343.759 (thresh: 310.876) -- 'pr' t: 0.034 mm n: (31.338 mm, 60 km), (3.791 mm, 95 km) TA00641 2023-01-13 | score: 616.761 (thresh: 310.876) -- 'pr' t: 0.034 mm n: (35.0 mm, 60 km), (16.776 mm, 95 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00679 2023-01-03 | score: 132.628 (thresh: 107.015) -- 'pr' t: 0.493 mm n: (17.885 mm, 5 km), (7.956 mm, 7 km), (2.346 mm, 11 km), (19.051 mm, 15 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- TA00719 2023-01-03 | score: 126.212 (thresh: 100.242) -- 'pr' t: 19.788 mm n: (12.421 mm, 25 km), (30.7 mm, 29 km), (14.512 mm, 42 km) -------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------- Monthly Anomaly Count: 91