FLUMES - Measurement Variable Units
| Flow |
l/s |
| PLC Switch |
On/Off |
| NOx N |
mg/l |
| Ammonia |
mg/l |
| Ammonium |
mg/l |
| Conductivity |
uS/cm |
| DO |
% |
| pH |
NA |
| Water Temp Flow-cell |
DegC |
| Turbidity |
FNU |
| Total Phosphorus |
mg/l |
No Drift-corrections applied to data for this period, but drift files available seperately.
FLUMES - Missing values in raw data
12054 missing values were present in the raw FLUME/P data
Numbers of missing values in raw data by catchment:
| Flow |
0 |
0 |
0 |
5 |
0 |
0 |
0 |
0 |
0 |
3 |
0 |
0 |
0 |
0 |
0 |
| PLC Switch |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| NOx N |
0 |
8 |
3 |
0 |
0 |
1 |
48 |
0 |
0 |
0 |
0 |
0 |
6 |
0 |
0 |
| Ammonia |
1 |
0 |
1 |
2 |
1 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
1334 |
| Ammonium |
1 |
0 |
1 |
2 |
1 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
2 |
| Conductivity |
1 |
0 |
1 |
2 |
1 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
2 |
| DO |
1 |
0 |
1 |
2 |
1 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
1334 |
| pH |
1 |
0 |
1 |
2 |
1 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
2 |
| Water Temp Flow-cell |
1 |
0 |
1 |
2 |
1 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
2 |
| Turbidity |
1 |
1 |
1 |
2 |
6 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
2 |
| Total Phosphorus |
NA |
2688 |
NA |
NA |
2688 |
NA |
NA |
2688 |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
FLUMES - Sensor downtime corrections
Please refer to ‘Sensor Downtime’ log file for further clarity.
In addition to the corrections listed, the value of NOX_N in each catchment is always set to NA at 01:00
Table continues below
| 6 |
7 |
Flume |
Trios DOC |
Flume Group All |
Auto NA |
NA |
01/10/2011 |
00:00 |
30/12/2019 |
00:00 |
| 7 |
8 |
Flume |
HL Nitrate |
Flume Group All |
None |
NA |
01/10/2011 |
12:00 |
30/12/2019 |
00:00 |
| 214 |
231 |
Flume |
Phosphax All |
05 |
Auto NA |
NA |
01/01/2011 |
00:00 |
31/10/2012 |
15:30 |
| 225 |
242 |
Flume |
Phosphax All |
02 |
Auto NA |
NA |
01/01/2011 |
00:00 |
27/11/2012 |
16:00 |
| 240 |
257 |
Flume |
Phosphax All |
08 |
Auto NA |
NA |
19/10/2012 |
15:15 |
31/10/2012 |
16:30 |
| 241 |
258 |
Flume |
Phosphax All |
08 |
Auto NA |
NA |
01/01/2011 |
00:00 |
18/10/2012 |
13:15 |
| 6 |
ALL DOC data considered unreliable. On going ACTION UNTIL FURTHER NOTICE |
0 values set as NA out of 0 non-missing values in raw data (NaN%) |
| 7 |
All data at 1:00 considered unreliable DUE TO AUTOMATIC INSTRUMENT SHUT DOWN. Set all 01:00 values to NA for all NO2+3 data |
no action taken |
| 214 |
Start to project to first switch on |
0 values set as NA out of 0 non-missing values in raw data (NaN%) |
| 225 |
Project start to first switch on |
0 values set as NA out of 0 non-missing values in raw data (NaN%) |
| 240 |
NA |
0 values set as NA out of 0 non-missing values in raw data (NaN%) |
| 241 |
Start of project to first switch on |
0 values set as NA out of 0 non-missing values in raw data (NaN%) |
12466 missing values were present in the FLUME/P data after Down Time corrections were applied
Total numbers of missing values in data after downtime corrections by catchment (includes real NAs from raw data and generated NAs due to downtime corrections):
| Flow |
0 |
0 |
0 |
5 |
0 |
0 |
0 |
0 |
0 |
3 |
0 |
0 |
0 |
0 |
0 |
| PLC Switch |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| NOx N |
28 |
33 |
31 |
28 |
28 |
29 |
75 |
28 |
28 |
28 |
28 |
28 |
30 |
28 |
28 |
| Ammonia |
1 |
0 |
1 |
2 |
1 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
1334 |
| Ammonium |
1 |
0 |
1 |
2 |
1 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
2 |
| Conductivity |
1 |
0 |
1 |
2 |
1 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
2 |
| DO |
1 |
0 |
1 |
2 |
1 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
1334 |
| pH |
1 |
0 |
1 |
2 |
1 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
2 |
| Water Temp Flow-cell |
1 |
0 |
1 |
2 |
1 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
2 |
| Turbidity |
1 |
1 |
1 |
2 |
6 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
14 |
146 |
2 |
| Total Phosphorus |
NA |
2688 |
NA |
NA |
2688 |
NA |
NA |
2688 |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
FLUMES - Investigation of PLC switch and Flow
By catchment, the number of timepoints at which variable values were replaced with NA due to PLC switch being 0 or NA (note some of these values may have been NA already)
| 0 |
1237 |
382 |
0 |
398 |
426 |
1355 |
1084 |
443 |
1482 |
1601 |
2440 |
1863 |
2123 |
1338 |
Plots of PLC switch and Flow values by catchment (and by farmlet). The second set of plots is restricted to Flow less than or equal to 1 to give a clearer picture of low flow values. More details of discrepancies will be given in a separate file.
FLUMES - Addressing impossible values
Total numbers of impossible values detected to be replaced by NA:
| 5 |
Flow |
0 |
0 |
500 |
0 |
| 8 |
PLC Switch |
0 |
0 |
1 |
0 |
| 6 |
NOx N |
0 |
1375 |
48.9 |
5 |
| 1 |
Ammonia |
0 |
0 |
20 |
0 |
| 2 |
Ammonium |
0 |
0 |
100 |
0 |
| 3 |
Conductivity |
10 |
0 |
3000 |
0 |
| 4 |
DO |
5 |
23 |
250 |
0 |
| 7 |
pH |
1 |
0 |
12 |
0 |
| 11 |
Water Temp Flow-cell |
-10 |
0 |
30 |
0 |
| 10 |
Turbidity |
0 |
0 |
3000 |
0 |
| 9 |
Total Phosphorus |
0 |
0 |
2 |
0 |
Numbers of impossible values below lower thresholds by catchment number:
| Flow |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| PLC Switch |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| NOx N |
308 |
167 |
126 |
100 |
70 |
314 |
5 |
28 |
27 |
11 |
3 |
3 |
0 |
121 |
92 |
| Ammonia |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonium |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Conductivity |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| DO |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
23 |
0 |
0 |
| pH |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Water Temp Flow-cell |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Turbidity |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Total Phosphorus |
NA |
0 |
NA |
NA |
0 |
NA |
NA |
0 |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
Numbers of impossible values above upper thresholds by catchment number:
| Flow |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| PLC Switch |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| NOx N |
0 |
0 |
3 |
0 |
1 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonia |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonium |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Conductivity |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| DO |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| pH |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Water Temp Flow-cell |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Turbidity |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Total Phosphorus |
NA |
0 |
NA |
NA |
0 |
NA |
NA |
0 |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
After replacement of impossible values there are 13869 missing values in the Flume data ( 3 %).
FLUMES - Detection of Basic Outliers
All thresholds are user-specified according to experience.
Total numbers of basic (potential) outliers detected:
| 5 |
Flow |
0 |
0 |
100 |
39 |
| 8 |
PLC Switch |
0 |
0 |
1 |
0 |
| 6 |
NOx N |
0 |
0 |
20 |
0 |
| 1 |
Ammonia |
0 |
0 |
20 |
0 |
| 2 |
Ammonium |
0 |
0 |
50 |
0 |
| 3 |
Conductivity |
30 |
1 |
1600 |
0 |
| 4 |
DO |
60 |
0 |
105 |
0 |
| 7 |
pH |
3.5 |
18 |
8.5 |
0 |
| 11 |
Water Temp Flow-cell |
0 |
0 |
25 |
0 |
| 10 |
Turbidity |
0 |
0 |
2000 |
0 |
| 9 |
Total Phosphorus |
0 |
0 |
1 |
0 |
Numbers of outliers below lower thresholds by catchment (and in farmlet/triplet order):
| Flow |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| PLC Switch |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| NOx N |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonia |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonium |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Conductivity |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| DO |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| pH |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
18 |
0 |
0 |
0 |
0 |
0 |
0 |
| Water Temp Flow-cell |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Turbidity |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Total Phosphorus |
0 |
NA |
NA |
NA |
NA |
NA |
0 |
NA |
NA |
NA |
NA |
0 |
NA |
NA |
NA |
Numbers of outliers above upper thresholds by catchment (and in farmlet/triplet order):
| Flow |
3 |
3 |
0 |
0 |
0 |
16 |
5 |
0 |
0 |
0 |
6 |
6 |
0 |
0 |
0 |
| PLC Switch |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| NOx N |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonia |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonium |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Conductivity |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| DO |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| pH |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Water Temp Flow-cell |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Turbidity |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Total Phosphorus |
0 |
NA |
NA |
NA |
NA |
NA |
0 |
NA |
NA |
NA |
NA |
0 |
NA |
NA |
NA |
FLUMES - Histograms
Total Phosphorus : No data available to plot
FLUMES - Interactive Time series plots
The following Interactive time series plots show all QC’d 15-minute values for each parameter
NOx N plots
Ammonia plots
Ammonium plots
Conductivity plots
DO plots
pH plots
Water Temp Flow-cell plots
Turbidity plots
No data available to plot Total Phosphorus for red catchments
No data available to plot Total Phosphorus for green catchments
No data available to plot Total Phosphorus for blue catchments
FLUMES - Missing value plots - raw & QC’d data
FLUMES - 28 day summary statistics
Means for each catchment:
| Flow |
2.145 |
1.999 |
2.275 |
3.965 |
2.339 |
1.148 |
0.7688 |
2.628 |
1.968 |
0.4828 |
0.5119 |
0.3393 |
0.5462 |
0.5905 |
0.6623 |
| PLC Switch |
1 |
0.5398 |
0.8579 |
1 |
0.8519 |
0.8415 |
0.4959 |
0.5967 |
0.8352 |
0.4487 |
0.4044 |
0.0923 |
0.3069 |
0.2102 |
0.5022 |
| NOx N |
1.14 |
1.71 |
1.483 |
1.489 |
2.434 |
2.878 |
1.539 |
0.9385 |
2.498 |
3.689 |
3.531 |
2.192 |
1.092 |
0.4905 |
1.83 |
| Ammonia |
2e-04 |
3e-04 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonium |
0.8693 |
1.268 |
0.6214 |
0.4147 |
0.4202 |
0.1055 |
0.6009 |
0.4631 |
0.3271 |
0.269 |
0.3941 |
0.277 |
0.3545 |
0.406 |
0.4677 |
| Conductivity |
275.1 |
292.8 |
274 |
267.3 |
203.1 |
184.1 |
184.1 |
169.5 |
204.3 |
200.1 |
219.3 |
198.7 |
153.3 |
180.3 |
252.3 |
| DO |
85.26 |
89.06 |
95.17 |
96.78 |
94.06 |
94.39 |
88.93 |
95.91 |
89.62 |
94.05 |
97.73 |
98.78 |
95.74 |
96.66 |
91.33 |
| pH |
6.492 |
6.446 |
6.961 |
6.692 |
6.505 |
6.363 |
6.244 |
6.387 |
6.331 |
6.416 |
6.45 |
4.888 |
6.734 |
6.973 |
6.362 |
| Water Temp Flow-cell |
12.25 |
12.02 |
12.15 |
12.38 |
12.11 |
12.74 |
12.3 |
12.03 |
12.16 |
12.55 |
12.64 |
12.82 |
12.43 |
12.68 |
12.77 |
| Turbidity |
8.646 |
13.5 |
7.83 |
10.91 |
11.72 |
4.213 |
24.66 |
16 |
12.71 |
10.12 |
15.09 |
18.29 |
21.29 |
34.12 |
11.7 |
| Total Phosphorus |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
Medians for each catchment:
| Flow |
0.7329 |
0.2741 |
0.466 |
1.3 |
0.5482 |
0.466 |
0.1988 |
0.3289 |
0.466 |
0.1366 |
0.1491 |
0.0621 |
0.0745 |
0.0621 |
0.2236 |
| PLC Switch |
1 |
1 |
1 |
1 |
1 |
1 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
1 |
| NOx N |
1.1 |
1.69 |
1.61 |
1.63 |
2.82 |
3.29 |
1.61 |
0.91 |
2.61 |
4.065 |
3.82 |
2.13 |
1.12 |
0.3 |
1.98 |
| Ammonia |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonium |
0.6 |
1.09 |
0.73 |
0.33 |
0.36 |
0.13 |
0.625 |
0.45 |
0.22 |
0.29 |
0.36 |
0.28 |
0.34 |
0.39 |
0.53 |
| Conductivity |
273 |
302 |
281 |
260 |
203 |
187 |
186 |
175 |
213 |
211 |
232 |
173 |
163 |
193 |
267 |
| DO |
84.8 |
88.3 |
94.7 |
97.2 |
94.9 |
94.4 |
88.5 |
95.8 |
90.6 |
94 |
98.2 |
99.3 |
95.6 |
96.8 |
90.7 |
| pH |
6.48 |
6.44 |
6.96 |
6.81 |
6.43 |
6.34 |
6.25 |
6.53 |
6.29 |
6.44 |
6.61 |
5.03 |
6.81 |
7.04 |
6.3 |
| Water Temp Flow-cell |
12.08 |
12.06 |
12.03 |
12.25 |
12.09 |
12.76 |
12.21 |
11.89 |
12.15 |
12.67 |
12.78 |
12.83 |
12.48 |
12.66 |
12.86 |
| Turbidity |
6.3 |
10.9 |
5.2 |
6.5 |
5.9 |
2 |
19.5 |
13.05 |
8.8 |
7.3 |
9.2 |
19 |
17.65 |
25.9 |
6.4 |
| Total Phosphorus |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
Standard Deviations for each catchment:
| Flow |
5.879 |
7.744 |
8.164 |
12.24 |
8.83 |
3.838 |
3.01 |
9.629 |
8.172 |
1.968 |
2.163 |
1.979 |
2.185 |
2.354 |
2.161 |
| PLC Switch |
0 |
0.4985 |
0.3492 |
0 |
0.3552 |
0.3653 |
0.5001 |
0.4906 |
0.3711 |
0.4974 |
0.4909 |
0.2894 |
0.4613 |
0.4075 |
0.5001 |
| NOx N |
0.2389 |
0.435 |
0.435 |
0.4259 |
1.105 |
0.9212 |
0.4549 |
0.2814 |
0.7338 |
1.145 |
1.221 |
0.7509 |
0.3161 |
0.5216 |
0.6678 |
| Ammonia |
0.0016 |
0.0017 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
3e-04 |
0 |
0 |
| Ammonium |
0.5527 |
0.6612 |
0.3273 |
0.2442 |
0.2175 |
0.0537 |
0.3295 |
0.1957 |
0.2415 |
0.0913 |
0.1352 |
0.0979 |
0.104 |
0.1296 |
0.1543 |
| Conductivity |
30.67 |
33.46 |
42.16 |
39.62 |
14.15 |
19.85 |
15.43 |
24.81 |
22.63 |
30.69 |
31.04 |
117.1 |
28.86 |
33.3 |
36.78 |
| DO |
3.084 |
3.66 |
1.847 |
2.107 |
3.864 |
1.685 |
3.137 |
0.8594 |
3.363 |
1.333 |
1.446 |
1.094 |
0.8384 |
1.018 |
3.058 |
| pH |
0.3374 |
0.3174 |
0.1234 |
0.4773 |
0.2444 |
0.2227 |
0.374 |
0.4763 |
0.1482 |
0.2121 |
0.4514 |
0.7751 |
0.1676 |
0.1842 |
0.1705 |
| Water Temp Flow-cell |
0.8118 |
0.9855 |
0.7275 |
0.689 |
0.6635 |
0.5233 |
0.6909 |
0.8873 |
0.5852 |
0.4578 |
0.727 |
0.5203 |
0.8772 |
0.8833 |
0.6806 |
| Turbidity |
10.26 |
13.54 |
9.892 |
16.57 |
20.9 |
7.618 |
17.73 |
16.96 |
16.7 |
8.189 |
16.97 |
7.962 |
11.77 |
23.89 |
17.71 |
| Total Phosphorus |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
Inter-quartile ranges for each catchment:
| Flow |
1.245 |
0.8771 |
0.9868 |
2.3 |
0.9868 |
0.5208 |
0.2485 |
1.014 |
0.6853 |
0.2236 |
0.1614 |
0.0869 |
0.2515 |
0.2112 |
0.3354 |
| PLC Switch |
0 |
1 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
1 |
1 |
0 |
1 |
0 |
1 |
| NOx N |
0.21 |
0.62 |
0.7 |
0.42 |
1.46 |
1.4 |
0.53 |
0.4 |
1.23 |
1.305 |
1.84 |
0.99 |
0.3 |
0.52 |
0.78 |
| Ammonia |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonium |
0.77 |
0.97 |
0.55 |
0.26 |
0.22 |
0.11 |
0.56 |
0.3 |
0.27 |
0.14 |
0.12 |
0.095 |
0.12 |
0.16 |
0.25 |
| Conductivity |
18 |
17 |
59 |
24 |
8 |
8 |
12 |
18.75 |
17 |
32 |
20 |
106 |
37 |
39.25 |
24 |
| DO |
4.2 |
4.7 |
3.6 |
3.7 |
4.4 |
3 |
4.6 |
0.9 |
5.5 |
1.9 |
2.1 |
2 |
1.2 |
1.2 |
4.3 |
| pH |
0.25 |
0.48 |
0.15 |
0.24 |
0.34 |
0.15 |
0.45 |
0.53 |
0.22 |
0.15 |
0.34 |
0.46 |
0.25 |
0.1825 |
0.21 |
| Water Temp Flow-cell |
1.15 |
1.13 |
0.81 |
0.96 |
0.68 |
0.36 |
0.9 |
0.83 |
0.35 |
0.69 |
0.94 |
0.33 |
1.31 |
0.98 |
0.84 |
| Turbidity |
7.3 |
9.8 |
7.1 |
8.5 |
8.3 |
3.8 |
15.25 |
11.7 |
11.45 |
7.7 |
11.3 |
11.5 |
11.82 |
20.38 |
7.8 |
| Total Phosphorus |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
Minimums for each catchment:
| Flow |
0.2733 |
0.0548 |
0.1645 |
0.35 |
0.1371 |
0.1371 |
0.0497 |
0.0548 |
0.0548 |
0 |
0.0124 |
0.0124 |
0.0124 |
0 |
0.0497 |
| PLC Switch |
1 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| NOx N |
0.07 |
0.01 |
0.03 |
0.01 |
0 |
0.01 |
0.01 |
0.01 |
0.01 |
0 |
0.23 |
0.93 |
0.03 |
0 |
0.05 |
| Ammonia |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonium |
0.17 |
0.16 |
0.04 |
0.1 |
0.08 |
0.02 |
0.16 |
0.14 |
0.07 |
0.12 |
0.22 |
0.12 |
0.17 |
0.2 |
0.17 |
| Conductivity |
130 |
18 |
103 |
115 |
103 |
60 |
93 |
64 |
80 |
72 |
80 |
53 |
56 |
69 |
76 |
| DO |
79 |
80.5 |
91.7 |
92.9 |
83 |
91.3 |
83.8 |
92.8 |
82.9 |
90.4 |
93.4 |
96.5 |
93.4 |
94 |
86.6 |
| pH |
3.79 |
5.04 |
5.76 |
3.9 |
5.94 |
4.29 |
4.75 |
4.48 |
5.96 |
4.59 |
3.92 |
3.25 |
6.05 |
6.28 |
6.17 |
| Water Temp Flow-cell |
9.49 |
9.11 |
9.72 |
10.08 |
9.45 |
10.67 |
10.11 |
9.39 |
10.03 |
10.79 |
10.1 |
11.46 |
10.07 |
10.71 |
9.87 |
| Turbidity |
1.6 |
1.5 |
1.2 |
1.5 |
1 |
0 |
4.5 |
1.4 |
2.7 |
1.5 |
1.9 |
2.3 |
8.1 |
14.7 |
1.3 |
| Total Phosphorus |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
Maximums for each catchment:
| Flow |
70.89 |
108.4 |
109.9 |
165 |
117.6 |
54.85 |
40.37 |
115.5 |
113.9 |
27.27 |
30 |
29.59 |
29.65 |
31.29 |
30.04 |
| PLC Switch |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
| NOx N |
1.98 |
2.89 |
2.4 |
2.13 |
12.55 |
3.92 |
2.13 |
1.48 |
3.44 |
5.07 |
5.15 |
3.95 |
1.75 |
3.47 |
3.14 |
| Ammonia |
0.01 |
0.01 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0.01 |
0 |
0 |
| Ammonium |
3.13 |
3.49 |
1.86 |
1.31 |
1.36 |
0.26 |
1.74 |
1.09 |
1.66 |
0.61 |
1.01 |
0.66 |
1.04 |
1.42 |
1.9 |
| Conductivity |
628 |
345 |
392 |
692 |
243 |
317 |
221 |
253 |
232 |
229 |
298 |
612 |
197 |
228 |
280 |
| DO |
94.8 |
97.5 |
100.8 |
100.4 |
100.5 |
101.3 |
102.6 |
102.6 |
96.3 |
97 |
99.9 |
100.4 |
100.2 |
100.7 |
98.7 |
| pH |
7.25 |
7.73 |
7.93 |
7.09 |
7.26 |
6.98 |
7.38 |
6.99 |
6.82 |
7.07 |
7.39 |
6.37 |
7.72 |
7.59 |
6.98 |
| Water Temp Flow-cell |
15.95 |
15.96 |
15.29 |
14.91 |
14.75 |
14.45 |
14.8 |
15.7 |
14.82 |
13.8 |
15.02 |
13.75 |
14.87 |
15.45 |
15.41 |
| Turbidity |
151.6 |
186.8 |
148.4 |
207.8 |
289.1 |
125.5 |
179.4 |
236 |
307.4 |
70 |
227.7 |
51.1 |
110.8 |
213.3 |
237.9 |
| Total Phosphorus |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
Coefficients of Variation for each catchment:
| Flow |
2.741 |
3.873 |
3.588 |
3.087 |
3.775 |
3.341 |
3.915 |
3.664 |
4.152 |
4.078 |
4.225 |
5.833 |
4.001 |
3.986 |
3.264 |
| PLC Switch |
0 |
0.9235 |
0.4071 |
0 |
0.417 |
0.434 |
1.008 |
0.8222 |
0.4443 |
1.109 |
1.214 |
3.137 |
1.503 |
1.939 |
0.9957 |
| NOx N |
0.2096 |
0.2544 |
0.2933 |
0.2861 |
0.4538 |
0.3201 |
0.2957 |
0.2998 |
0.2938 |
0.3105 |
0.3457 |
0.3425 |
0.2895 |
1.063 |
0.3649 |
| Ammonia |
6.254 |
5.794 |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
28.71 |
NA |
NA |
| Ammonium |
0.6358 |
0.5216 |
0.5267 |
0.5889 |
0.5176 |
0.509 |
0.5483 |
0.4226 |
0.7381 |
0.3394 |
0.343 |
0.3536 |
0.2935 |
0.3192 |
0.33 |
| Conductivity |
0.1115 |
0.1143 |
0.1539 |
0.1482 |
0.0696 |
0.1079 |
0.0838 |
0.1464 |
0.1107 |
0.1534 |
0.1416 |
0.5895 |
0.1882 |
0.1847 |
0.1458 |
| DO |
0.0362 |
0.0411 |
0.0194 |
0.0218 |
0.0411 |
0.0178 |
0.0353 |
0.009 |
0.0375 |
0.0142 |
0.0148 |
0.0111 |
0.0088 |
0.0105 |
0.0335 |
| pH |
0.052 |
0.0492 |
0.0177 |
0.0713 |
0.0376 |
0.035 |
0.0599 |
0.0746 |
0.0234 |
0.0331 |
0.07 |
0.1586 |
0.0249 |
0.0264 |
0.0268 |
| Water Temp Flow-cell |
0.0663 |
0.082 |
0.0599 |
0.0556 |
0.0548 |
0.0411 |
0.0562 |
0.0737 |
0.0481 |
0.0365 |
0.0575 |
0.0406 |
0.0706 |
0.0696 |
0.0533 |
| Turbidity |
1.187 |
1.003 |
1.263 |
1.519 |
1.784 |
1.808 |
0.7189 |
1.06 |
1.314 |
0.8094 |
1.124 |
0.4353 |
0.5528 |
0.7001 |
1.514 |
| Total Phosphorus |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
Number of missing values for each catchment:
| Flow |
0 |
0 |
0 |
5 |
0 |
0 |
0 |
0 |
0 |
3 |
0 |
0 |
0 |
0 |
0 |
| PLC Switch |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| NOx N |
336 |
1423 |
537 |
128 |
492 |
764 |
1421 |
1128 |
493 |
1506 |
1615 |
2446 |
1877 |
2246 |
1444 |
| Ammonia |
1 |
1237 |
383 |
2 |
399 |
427 |
1356 |
1086 |
445 |
1482 |
1602 |
2441 |
1864 |
2124 |
2065 |
| Ammonium |
1 |
1237 |
383 |
2 |
399 |
427 |
1356 |
1086 |
445 |
1482 |
1602 |
2441 |
1864 |
2124 |
1339 |
| Conductivity |
1 |
1237 |
383 |
2 |
399 |
427 |
1356 |
1086 |
445 |
1482 |
1602 |
2441 |
1864 |
2124 |
1339 |
| DO |
1 |
1237 |
383 |
2 |
399 |
427 |
1356 |
1086 |
445 |
1482 |
1602 |
2441 |
1864 |
2124 |
2065 |
| pH |
1 |
1237 |
383 |
2 |
399 |
427 |
1356 |
1086 |
445 |
1482 |
1602 |
2441 |
1864 |
2124 |
1339 |
| Water Temp Flow-cell |
1 |
1237 |
383 |
2 |
399 |
427 |
1356 |
1086 |
445 |
1482 |
1602 |
2441 |
1864 |
2124 |
1339 |
| Turbidity |
1 |
1238 |
383 |
2 |
399 |
427 |
1356 |
1086 |
445 |
1482 |
1602 |
2441 |
1864 |
2124 |
1339 |
| Total Phosphorus |
NA |
2688 |
NA |
NA |
2688 |
NA |
NA |
2688 |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
Percentage of missing values for each catchment:
| Flow |
0 |
0 |
0 |
0.186 |
0 |
0 |
0 |
0 |
0 |
0.1116 |
0 |
0 |
0 |
0 |
0 |
| PLC Switch |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| NOx N |
12.5 |
52.94 |
19.98 |
4.762 |
18.3 |
28.42 |
52.86 |
41.96 |
18.34 |
56.03 |
60.08 |
91 |
69.83 |
83.56 |
53.72 |
| Ammonia |
0.0372 |
46.02 |
14.25 |
0.0744 |
14.84 |
15.89 |
50.45 |
40.4 |
16.56 |
55.13 |
59.6 |
90.81 |
69.35 |
79.02 |
76.82 |
| Ammonium |
0.0372 |
46.02 |
14.25 |
0.0744 |
14.84 |
15.89 |
50.45 |
40.4 |
16.56 |
55.13 |
59.6 |
90.81 |
69.35 |
79.02 |
49.81 |
| Conductivity |
0.0372 |
46.02 |
14.25 |
0.0744 |
14.84 |
15.89 |
50.45 |
40.4 |
16.56 |
55.13 |
59.6 |
90.81 |
69.35 |
79.02 |
49.81 |
| DO |
0.0372 |
46.02 |
14.25 |
0.0744 |
14.84 |
15.89 |
50.45 |
40.4 |
16.56 |
55.13 |
59.6 |
90.81 |
69.35 |
79.02 |
76.82 |
| pH |
0.0372 |
46.02 |
14.25 |
0.0744 |
14.84 |
15.89 |
50.45 |
40.4 |
16.56 |
55.13 |
59.6 |
90.81 |
69.35 |
79.02 |
49.81 |
| Water Temp Flow-cell |
0.0372 |
46.02 |
14.25 |
0.0744 |
14.84 |
15.89 |
50.45 |
40.4 |
16.56 |
55.13 |
59.6 |
90.81 |
69.35 |
79.02 |
49.81 |
| Turbidity |
0.0372 |
46.06 |
14.25 |
0.0744 |
14.84 |
15.89 |
50.45 |
40.4 |
16.56 |
55.13 |
59.6 |
90.81 |
69.35 |
79.02 |
49.81 |
| Total Phosphorus |
NA |
100 |
NA |
NA |
100 |
NA |
NA |
100 |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
Number of lower limit outliers for each catchment:
| Flow |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| PLC Switch |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| NOx N |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonia |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonium |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Conductivity |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| DO |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| pH |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
18 |
0 |
0 |
0 |
| Water Temp Flow-cell |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Turbidity |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Total Phosphorus |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
Number of upper limit outliers for each catchment:
| Flow |
0 |
3 |
3 |
16 |
5 |
0 |
0 |
6 |
6 |
0 |
0 |
0 |
0 |
0 |
0 |
| PLC Switch |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| NOx N |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonia |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Ammonium |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Conductivity |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| DO |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| pH |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Water Temp Flow-cell |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Turbidity |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| Total Phosphorus |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
Number of zero values for flow for each catchment:
| Flow |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
36 |
0 |
0 |
0 |
78 |
0 |
Percentage of zero values for flow for each catchment:
| Flow |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1.339 |
0 |
0 |
0 |
2.902 |
0 |
Number of missing values for flow for each catchment:
| Flow |
0 |
0 |
0 |
5 |
0 |
0 |
0 |
0 |
0 |
3 |
0 |
0 |
0 |
0 |
0 |
Percentage of missing values for flow for each catchment:
| Flow |
0 |
0 |
0 |
0.186 |
0 |
0 |
0 |
0 |
0 |
0.1116 |
0 |
0 |
0 |
0 |
0 |
Total calculated Water volume in m3 for each catchment:
| Flow |
5189 |
4837 |
5504 |
9575 |
5659 |
2779 |
1860 |
6358 |
4762 |
1167 |
1238 |
820.7 |
1321 |
1428 |
1602 |
FLUMES - 28 day summary statistics - maps
To do:
28 day percentage of missing values
28 day flow sums
28 day PLC
28 day NOX N means
28 day DOC means
28 day Ammonia means
28 day Ammonium means
28 day Conductivity means
28 day Do means
28 day pH means
28 day Temperature means
28 day Turbidity means
28 day TP means
