1 FLUMES - Measurement Variable Units

Variable Name	Unit
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.

2 FLUMES - Missing values in raw data

98516 missing values were present in the raw FLUME/P data

Numbers of missing values in raw data by catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
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	800	6	0	0	12	0	0	0	0	0	0	0	0	0
Ammonia	10	591	1	21	1171	1623	773	1838	2	475	342	2097	2152	2361	2
Ammonium	130	592	1	21	1171	1622	773	1838	2	475	342	2097	2152	2361	2
Conductivity	10	591	1	21	1171	1622	773	1838	2	475	342	2097	2152	2361	2
DO	10	591	1	21	1171	1623	773	1838	2	475	342	2097	2152	2361	2
pH	10	591	1	21	1171	1622	773	1838	2	475	342	2097	2152	2361	2
Water Temp Flow-cell	10	591	1	21	1171	1622	773	1838	2	475	342	2097	2152	2361	2
Turbidity	10	914	1	21	1171	1623	773	2195	2	475	342	2097	2152	2361	2
Total Phosphorus	NA	2688	NA	NA	0	NA	NA	0	NA	NA	NA	NA	NA	NA	NA

3 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
	ID	Export.Group	Sensor.s.	Location.s.	QC.Action	QC_Flag	Start.Date	Start.Time	End.Date	End.Time
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
210	227	Flume	Phosphax All	05	Auto NA	NA	12/02/2013	14:00	21/03/2013	12:00
221	238	Flume	Phosphax All	02	Auto NA	NA	12/02/2013	09:00	21/03/2013	12:45
236	253	Flume	Phosphax All	08	Auto NA	NA	10/02/2013	21:45	21/03/2013	12:15

	Comment	Resolution.Info
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
210	Phosphax switched off. Low flow	2688 values set as NA out of 2688 non-missing values in raw data (100%)
221	Phosphax switched off. Low flow	0 values set as NA out of 0 non-missing values in raw data (NaN%)
236	NA	2688 values set as NA out of 2688 non-missing values in raw data (100%)

104304 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):

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
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	28	820	34	28	28	40	28	28	28	28	28	28	28	28	28
Ammonia	10	591	1	21	1171	1623	773	1838	2	475	342	2097	2152	2361	2
Ammonium	130	592	1	21	1171	1622	773	1838	2	475	342	2097	2152	2361	2
Conductivity	10	591	1	21	1171	1622	773	1838	2	475	342	2097	2152	2361	2
DO	10	591	1	21	1171	1623	773	1838	2	475	342	2097	2152	2361	2
pH	10	591	1	21	1171	1622	773	1838	2	475	342	2097	2152	2361	2
Water Temp Flow-cell	10	591	1	21	1171	1622	773	1838	2	475	342	2097	2152	2361	2
Turbidity	10	914	1	21	1171	1623	773	2195	2	475	342	2097	2152	2361	2
Total Phosphorus	NA	2688	NA	NA	2688	NA	NA	2688	NA	NA	NA	NA	NA	NA	NA

4 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)

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

1250 2372 1817 0 1345 2416 2528 2236 2043 2635 2591 2551 2590 2588 2473

01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
1250	2372	1817	0	1345	2416	2528	2236	2043	2635	2591	2551	2590	2588	2473

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.

5 FLUMES - Addressing impossible values

Total numbers of impossible values detected to be replaced by NA:

	measurement	lower limit	nr below	upper limit	nr above
5	Flow	0	0	500	0
8	PLC Switch	0	0	1	0
6	NOx N	0	1757	48.9	4057
1	Ammonia	0	0	20	2
2	Ammonium	0	0	100	0
3	Conductivity	10	235	3000	0
4	DO	5	3	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:

measurement	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
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	333	3	37	10	44	4	216	27	1	2	1	736	204	0	139
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	232	1	0	1	0	0	0	0	0	0	1	0	0	0	0
DO	0	0	0	0	0	0	0	0	0	0	0	3	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

Numbers of impossible values above upper thresholds by catchment number:

measurement	01	03	04	06	07	08	09	10	11	12	13	14	15
Flow	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
NOx N	0	1	0	58	0	1803	0	0	0	0	0	2195	0
Ammonia	2	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
Conductivity	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
pH	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
Turbidity	0	0	0	0	0	0	0	0	0	0	0	0	0
Total Phosphorus	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA

After replacement of impossible values there are 110358 missing values in the Flume data ( 27 %).

6 FLUMES - Detection of Basic Outliers

All thresholds are user-specified according to experience.

Total numbers of basic (potential) outliers detected:

	measurement	lower limit	upper limit	nr above
5	Flow	0	100	0
8	PLC Switch	0	1	0
6	NOx N	0	20	2
1	Ammonia	0	20	0
2	Ammonium	0	50	0
3	Conductivity	30	1600	0
4	DO	60	105	3
7	pH	3.5	8.5	0
11	Water Temp Flow-cell	0	25	0
10	Turbidity	0	2000	0
9	Total Phosphorus	0	1	0

Numbers of outliers below lower thresholds by catchment (and in farmlet/triplet order):

measurement	03	01	10	15	04	06	12	13	09	07	11	14
Flow	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
NOx N	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
Ammonium	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
DO	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
Water Temp Flow-cell	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
Total Phosphorus	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA

Numbers of outliers above upper thresholds by catchment (and in farmlet/triplet order):

measurement	03	01	10	15	04	06	12	13	09	07	11	14
Flow	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
NOx N	0	0	0	0	0	0	0	0	0	0	0	2
Ammonia	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
Conductivity	0	0	0	0	0	0	0	0	0	0	0	0
DO	0	3	0	0	0	0	0	0	0	0	0	0
pH	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
Turbidity	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

7 FLUMES - Histograms

Total Phosphorus : No data available to plot

8 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

9 FLUMES - Missing value plots - raw & QC’d data

10 FLUMES - Correlations matrices

All values sbove 0.8 are shown as blue

11 FLUMES - Extra correlations matrices

precipitation vs flow for each catchment:

01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
NA	0.43	0.4	NA	0.4	0.35	0.42	0.42	0.37	0.33	0.41	0.02	0.43	0.4	0.45

turbidity vs flow for each catchment:

01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
0.41	0.37	0.45	0.58	0.56	0.56	0.52	0.41	0.51	0.56	0.35	0.13	0.22	-0.01	0.39

12 FLUMES - 28 day summary statistics

Means for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
Flow	0.4496	0.3289	0.4643	0.883	0.4381	0.1568	0.1616	0.4095	0.1899	0.0438	0.0717	0.4531	0.0601	0.0723	0.1457
PLC Switch	0.535	0.1176	0.324	1	0.4996	0.1012	0.0595	0.1682	0.24	0.0197	0.0361	0.051	0.0365	0.0372	0.08
NOx N	0.6313	0.4731	1.215	1.236	2.394	1.525	0.914	0.9642	2.235	1.244	1.983	0.5918	0.4369	1.616	0.9855
Ammonia	0.1093	0.0023	0	0	0	0	0	0	0	0	0	0	0	0	0
Ammonium	0.5993	0.7582	0.1531	0.1707	0.1221	0.1451	0.2149	0.5162	0.0526	0.1942	0.1422	0.2464	0.1821	0.0851	0.1064
Conductivity	235.4	306.5	253.1	225.9	171.9	221.9	131.8	216.4	186.3	127	144	120.8	99.02	74.63	173.4
DO	88.57	85.49	96.38	98.38	94.84	95.27	93.83	96.46	89.28	96.14	98.68	98.91	95.99	97.36	91.94
pH	6.646	6.234	6.939	7.132	6.512	6.539	6.011	5.717	6.417	6.379	5.594	4.918	6.645	6.599	6.525
Water Temp Flow-cell	6.185	6.025	6.389	5.982	6.374	6.456	6.015	5.884	7.021	5.728	5.822	5.7	5.874	5.749	6.275
Turbidity	6.391	16.77	6.36	2.475	13.58	12.32	54.13	15.85	10.16	39.16	29.63	32.59	45.36	59.15	31.59
Total Phosphorus	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA

Medians for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
Flow	0.1988	0.0822	0.1371	0.4	0.1919	0.0822	0.0745	0.0822	0.0548	0.0248	0.0248	0	0.0124	0	0.0745
PLC Switch	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0
NOx N	0.68	0.45	1.25	1.23	2.64	2.11	0.66	1.04	2.74	1.145	2.035	0.41	0.43	0.26	0.82
Ammonia	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Ammonium	0.14	0.64	0.09	0.22	0.07	0.15	0.12	0.5	0.03	0.18	0.09	0.21	0.18	0.075	0.09
Conductivity	248	299	285	225	193	236	131	211.5	212	128	125	111.5	98.5	76.5	174
DO	87.25	85.3	97.1	98.3	95.7	96.1	94.4	96.25	86.8	96.4	98.3	98.9	96.1	97.5	91.6
pH	6.59	6.17	6.96	7.19	6.46	6.49	6.19	5.93	6.37	6.33	5.97	5	6.725	6.59	6.47
Water Temp Flow-cell	6.075	6.065	6.42	5.86	6.34	6.06	6.195	5.785	7.34	5.6	5.835	5.71	5.79	5.705	6.31
Turbidity	2.2	11.3	1.3	0.7	2	4.7	48.25	13	1.3	32.6	26.6	30.5	41.3	56.3	20.4
Total Phosphorus	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA

Standard Deviations for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
Flow	1.365	1.532	1.986	2.936	1.745	0.5072	0.5749	2.21	0.7795	0.1506	0.3276	4.38	0.3779	0.4961	0.4692
PLC Switch	0.4989	0.3221	0.4681	0	0.5001	0.3016	0.2366	0.3741	0.4271	0.1391	0.1865	0.22	0.1875	0.1893	0.2713
NOx N	0.211	0.2961	0.7468	0.1449	0.5732	0.8814	0.9398	0.2292	0.9157	0.5217	0.5378	0.3811	0.1997	5.803	0.7227
Ammonia	0.7579	0.0367	0	6e-04	0	0	0	0	0	0	0	0	0	0	0
Ammonium	3.754	0.7231	0.1784	0.3894	0.1414	0.1014	0.2269	0.3377	0.069	0.0542	0.2575	0.1452	0.0226	0.0262	0.0975
Conductivity	37.83	37.81	60.51	16.85	37.02	34.52	39.46	34.93	46.68	32.46	76.8	68.14	22.01	16.33	71.58
DO	6.012	8.714	2.151	1.365	2.451	2.174	3.311	1.225	5.208	1.463	1.005	0.5566	0.7125	0.7014	4.89
pH	0.3024	0.2349	0.2457	0.2171	0.2329	0.1379	0.5598	0.5194	0.1609	0.3193	0.7754	0.5798	0.212	0.1548	0.2649
Water Temp Flow-cell	0.4256	0.6293	0.4266	0.4363	0.5974	1.034	0.5155	0.5368	0.8082	0.6002	0.545	0.3666	0.5251	0.5022	0.6067
Turbidity	14.41	18.98	11.56	7.444	26.76	26.21	22.78	12.09	20.07	20.37	12.45	11.21	17.86	11.92	41.66
Total Phosphorus	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA

Inter-quartile ranges for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
Flow	0.1615	0.0823	0.1097	0.2	0.1645	0.0548	0.0497	0.1097	0.1371	0.0249	0.0373	0.0124	0.0124	0.0124	0.0621
PLC Switch	1	0	1	0	1	0	0	0	0	0	0	0	0	0	0
NOx N	0.38	0.465	0.74	0.08	0.26	1.72	0.48	0.09	1.888	0.655	0.7625	0.52	0.3	0.12	1.195
Ammonia	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Ammonium	0.03	0.71	0.02	0.17	0.01	0.17	0.0625	0.5025	0.03	0.09	0.03	0.1675	0.02	0.05	0.025
Conductivity	4	20	43	7	33	70	51.5	30	62	52	67	82.5	28.5	19.75	149
DO	5.625	17.68	3.8	1.8	4.4	3.9	5.95	1.8	10.7	1.6	1.75	0.8	0.975	1.1	8.65
pH	0.13	0.33	0.43	0.09	0.31	0.19	0.7825	0.1625	0.09	0.2	1.13	0.9975	0.315	0.28	0.325
Water Temp Flow-cell	0.77	0.67	0.59	0.685	0.99	2.17	0.6	0.67	1.21	0.39	0.5575	0.4225	0.795	0.8125	0.695
Turbidity	1.4	11.9	5.4	0.5	11.9	11.2	28.15	8.4	12.8	24	16.1	10.07	12.18	16.08	33.5
Total Phosphorus	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA

Minimums for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
Flow	0.0994	0.0274	0	0.25	0.0548	0.0274	0	0.0274	0	0	0	0	0	0	0.0124
PLC Switch	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
NOx N	0.01	0.01	0.01	0.72	0.29	0.01	0.11	0.18	0.46	0.67	0.66	0.18	0.05	0.09	0.01
Ammonia	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Ammonium	0.02	0.08	0.04	0.05	0.04	0.04	0.11	0.05	0.03	0.08	0.01	0.12	0.13	0.06	0.05
Conductivity	77	252	77	107	64	182	68	157	68	84	67	48	65	49	62
DO	77.2	72.6	91.5	94.2	90.3	91.9	86.5	91.2	83.7	93.9	97.1	97.6	94.9	95.9	82.4
pH	5.12	5.91	5.96	5.07	6.21	5.82	4.69	3.68	6.04	6.12	4.08	3.76	6.29	6.36	6.2
Water Temp Flow-cell	4.95	4.72	4.97	5.09	2.89	5.06	4.99	4.75	4.97	5.26	3.58	5.19	5.16	5.01	5.04
Turbidity	0.8	0.1	0.6	0	0.2	0.1	5.5	0.7	0.8	4.9	0.6	2.2	4	42.5	0.2
Total Phosphorus	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA

Maximums for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
Flow	17.5	23.77	32.35	48.35	31.3	9.978	9.888	33.83	13.73	2.994	6.186	67.68	7.093	8.41	7.938
PLC Switch	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1
NOx N	1.18	1.37	12.11	2.63	3.25	2.26	6.31	1.16	2.96	3.37	5.16	1.47	1	33.26	2.28
Ammonia	13.7	0.58	0	0.03	0	0	0	0	0	0	0	0	0	0	0
Ammonium	47.78	6.94	1	19.67	0.67	0.38	1.09	1.31	0.63	0.36	1.86	1.1	0.26	0.17	0.61
Conductivity	331	497	364	305	212	273	266	379	216	218	445	366	207	124	264
DO	113.3	103.1	101.8	100.7	99.5	98.5	99.3	99	102	101.1	101.1	99.9	99.6	100.1	99.6
pH	7.58	7.46	8.17	7.35	7.66	6.74	7.43	7.1	7.84	7.8	7.78	5.72	7.76	7.11	7.93
Water Temp Flow-cell	7.21	8.05	8.17	6.99	7.83	7.73	7.79	8.23	8.63	8.67	8.25	8.13	7.75	7.15	7.21
Turbidity	214	118.5	112.6	96.6	271.9	219	129.2	66.4	174.4	118.7	77.5	90.2	153.6	106.2	282.6
Total Phosphorus	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA

Coefficients of Variation for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
Flow	3.037	4.658	4.277	3.325	3.983	3.236	3.557	5.396	4.105	3.441	4.569	9.666	6.283	6.859	3.221
PLC Switch	0.9325	2.74	1.445	0	1.001	2.981	3.976	2.225	1.78	7.052	5.169	4.316	5.142	5.088	3.392
NOx N	0.3342	0.6259	0.6148	0.1172	0.2394	0.578	1.028	0.2377	0.4097	0.4193	0.2712	0.644	0.4572	3.591	0.7333
Ammonia	6.935	15.81	NA	51.64	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Ammonium	6.264	0.9538	1.166	2.281	1.158	0.6989	1.056	0.6543	1.312	0.2793	1.811	0.5892	0.124	0.3082	0.9166
Conductivity	0.1607	0.1234	0.2391	0.0746	0.2154	0.1556	0.2994	0.1614	0.2506	0.2557	0.5335	0.5643	0.2223	0.2188	0.4128
DO	0.0679	0.1019	0.0223	0.0139	0.0258	0.0228	0.0353	0.0127	0.0583	0.0152	0.0102	0.0056	0.0074	0.0072	0.0532
pH	0.0455	0.0377	0.0354	0.0304	0.0358	0.0211	0.0931	0.0909	0.0251	0.0501	0.1386	0.1179	0.0319	0.0235	0.0406
Water Temp Flow-cell	0.0688	0.1044	0.0668	0.0729	0.0937	0.1601	0.0857	0.0912	0.1151	0.1048	0.0936	0.0643	0.0894	0.0874	0.0967
Turbidity	2.254	1.132	1.817	3.007	1.972	2.127	0.4209	0.7629	1.974	0.5203	0.4202	0.344	0.3937	0.2015	1.319
Total Phosphorus	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA

Number of missing values for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
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	1539	2380	1864	38	1360	2483	2539	2462	2050	2636	2592	2571	2591	2603	2478
Ammonia	1254	2438	1817	21	2079	2465	2528	2436	2043	2635	2592	2604	2590	2588	2473
Ammonium	1328	2439	1817	21	2079	2465	2528	2436	2043	2635	2592	2604	2590	2588	2473
Conductivity	1425	2439	1817	22	2079	2465	2528	2436	2043	2635	2593	2604	2590	2588	2473
DO	1252	2438	1817	21	2079	2465	2528	2436	2043	2635	2592	2604	2590	2588	2473
pH	1252	2438	1817	21	2079	2465	2528	2436	2043	2635	2592	2604	2590	2588	2473
Water Temp Flow-cell	1252	2438	1817	21	2079	2465	2528	2436	2043	2635	2592	2604	2590	2588	2473
Turbidity	1252	2439	1817	21	2079	2465	2528	2437	2043	2635	2592	2604	2590	2588	2473
Total Phosphorus	NA	2688	NA	NA	2688	NA	NA	2688	NA	NA	NA	NA	NA	NA	NA

Percentage of missing values for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
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	57.25	88.54	69.35	1.414	50.6	92.37	94.46	91.59	76.26	98.07	96.43	95.65	96.39	96.84	92.19
Ammonia	46.65	90.7	67.6	0.7812	77.34	91.7	94.05	90.62	76	98.03	96.43	96.88	96.35	96.28	92
Ammonium	49.4	90.74	67.6	0.7812	77.34	91.7	94.05	90.62	76	98.03	96.43	96.88	96.35	96.28	92
Conductivity	53.01	90.74	67.6	0.8185	77.34	91.7	94.05	90.62	76	98.03	96.47	96.88	96.35	96.28	92
DO	46.58	90.7	67.6	0.7812	77.34	91.7	94.05	90.62	76	98.03	96.43	96.88	96.35	96.28	92
pH	46.58	90.7	67.6	0.7812	77.34	91.7	94.05	90.62	76	98.03	96.43	96.88	96.35	96.28	92
Water Temp Flow-cell	46.58	90.7	67.6	0.7812	77.34	91.7	94.05	90.62	76	98.03	96.43	96.88	96.35	96.28	92
Turbidity	46.58	90.74	67.6	0.7812	77.34	91.7	94.05	90.66	76	98.03	96.43	96.88	96.35	96.28	92
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:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
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	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 upper limit outliers for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
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	2	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	3	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:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
Flow	0	0	5	0	0	0	2	0	468	258	139	1917	837	1982	0

Percentage of zero values for flow for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
Flow	0	0	0.186	0	0	0	0.0744	0	17.41	9.598	5.171	71.32	31.14	73.74	0

Number of missing values for flow for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
Flow	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Percentage of missing values for flow for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
Flow	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Total calculated Water volume in m3 for each catchment:

	01	02	03	04	05	06	07	08	09	10	11	12	13	14	15
Flow	1088	795.6	1123	2136	1060	379.2	391	990.6	459.4	105.9	173.4	1096	145.5	175	352.4

13 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

FP 4 weekly interactive QC report for period: 18-02-2013 to 18-03-2013 Water Flumes and Phosphaxes (for P in 2, 5 and 8 only)

Compiled by: H. Sint & J. Evans

04 January, 2019

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