Ws Sensor Analysis Report - Day 36

Summary Statistics (All Ws Sensors)

Number of Ws Sensors: 2
Avg Number of Fertigation Events: 10.0
Avg Fertigation Amount: 3779.41 L
Avg Total Drain Amount: 434.53 L
Avg In-Fertigation Drain Amount: 126.27 L
Avg Post-Fertigation Drain Amount: 308.26 L
Avg Drainage Rate: 11.50%

Detail Section

VI and VO Daily Summary

Summary Statistics - Ws_W1

Number of Fertigation Events: 10
Number of Fertigation Events detected: 10
Total Fertigation Amount: 3832.40 L
Total Drain Amount: 64.75 L
In-Fertigation Drain Amount: 8.34 L
Post-Fertigation Drain Amount: 56.42 L
Drainage Rate: 1.69%

Ws Cleaning Summary Table - Ws_W1

ws_name	num_dp	num_nan_raw	num_nan_final	num_spike	cum_step_adj
Ws_W1	17,277	11,920	0	325	0.00

Fertigation Events Details Table - Ws_W1

ds	d	m	ws_name	prominence_cut	max_drain_du	fg_beg	fg_beg_est	fg_end	fg_end_est	ws_beg	ws_end	duc	pre_fg_et	post_fg_ws	post_drn_et	fg_rate_by_dydt	fg_rate_by_dWs	fg_stay_amount	enough_data	fg_beg_delta	fg_end_delta	fg_total_amount	fg_drain_amount	postFg_drain_amount	total_drain_amount	drain_du	drain_delay	drain_rate	field_capacity_est	FVI_W1	FVO_W1	FVI_W2	FVO_W2
2026-04-06 09:00:00+08:00	36	540	Ws_W1	2.616654	54.583333	540.00	538.833333	545.02	545.416667	16420.0	16759.314286	301	-0.180548	-0.597436	0.000000	1.108333	1.127290	339.314286	True	-70.0	23.8	339.314286	0.000000	0.000000	0.000000	834.0	223.0	-0.835025	NaN	349.0	0.0	NaN	NaN
2026-04-06 10:00:00+08:00	36	600	Ws_W1	2.616654	1.750000	600.00	600.000000	605.00	606.250000	16500.0	16836.666667	300	-0.548221	0.000000	0.000000	1.204286	1.122222	336.666667	True	0.0	75.0	336.666667	0.000000	0.000000	0.000000	NaN	NaN	NaN	NaN	348.0	0.0	NaN	NaN
2026-04-06 10:08:35+08:00	36	608	Ws_W1	2.616654	45.083333	608.58	608.000000	613.60	614.916667	16672.0	17144.333333	301	-0.407109	-0.451389	0.000000	1.103200	1.569214	472.333333	True	-34.8	79.0	472.333333	0.000000	0.000000	0.000000	69.0	83.0	-0.789667	NaN	349.0	0.0	NaN	NaN
2026-04-06 11:00:00+08:00	36	660	Ws_W1	2.616654	54.833333	660.00	659.333333	665.03	665.166667	16900.0	17217.000000	302	-0.085518	-0.512654	0.000000	1.020000	1.049669	317.000000	True	-40.0	8.2	332.200000	0.000000	0.000000	0.000000	440.0	823.0	-1.034071	NaN	351.0	0.0	NaN	NaN
2026-04-06 12:00:00+08:00	36	720	Ws_W1	2.616654	54.333333	720.00	718.333333	725.00	725.666667	16868.0	17210.714286	300	-0.743446	-0.275816	0.000000	0.993352	1.142381	342.714286	True	-100.0	40.0	342.714286	0.000000	0.000000	0.000000	65.0	60.0	-0.507578	NaN	347.0	0.0	NaN	NaN
2026-04-06 13:00:00+08:00	36	780	Ws_W1	2.616654	54.250000	780.00	779.166667	785.00	785.750000	16865.6	17213.000000	300	-0.636704	-0.429372	0.000000	1.075333	1.158000	347.400000	True	-50.0	45.0	347.400000	0.000000	0.000000	0.000000	450.0	969.0	-0.871008	NaN	348.0	0.0	NaN	NaN
2026-04-06 14:00:00+08:00	36	840	Ws_W1	2.616654	10.750000	840.00	839.666667	845.02	845.250000	16810.0	17145.000000	301	-0.508531	0.000000	0.000000	1.105000	1.112957	335.000000	True	-20.0	13.8	335.000000	0.000000	0.000000	0.000000	105.0	198.0	-0.645093	NaN	351.0	0.0	NaN	NaN
2026-04-06 14:16:40+08:00	36	856	Ws_W1	2.616654	33.166667	856.67	856.583333	866.69	866.833333	17080.0	17687.333333	601	-0.363999	-0.481296	0.000000	1.066867	1.010538	607.333333	True	-5.2	8.6	661.100000	0.000000	0.000000	0.000000	20.0	18.0	-0.491915	NaN	705.0	0.0	NaN	NaN
2026-04-06 15:00:00+08:00	36	900	Ws_W1	2.616654	31.833333	900.00	898.000000	905.00	905.166667	17480.0	17775.000000	300	-0.610279	-0.603086	0.000000	1.003933	0.983333	295.000000	True	-120.0	10.0	330.000000	8.336502	16.673005	25.009507	235.0	744.0	-0.800907	17758.326995	349.0	0.0	NaN	NaN
2026-04-06 15:37:01+08:00	36	937	Ws_W1	2.616654	60.000000	937.02	937.333333	942.02	943.250000	17570.0	17905.666667	300	-0.261099	-0.538827	-0.653086	1.265905	1.118889	335.666667	True	18.8	73.8	335.666667	0.000000	39.744563	39.744563	159.0	78.0	-0.528203	17865.922103	350.0	0.0	NaN	NaN

Figures - Ws_W1

Figure figure_7.png

Figure figure_6.png

Figure figure_5.png

Figure figure_3.png

Figure figure_2.png

Summary Statistics - Ws_W2

Number of Fertigation Events: 10
Number of Fertigation Events detected: 10
Total Fertigation Amount: 3726.43 L
Total Drain Amount: 804.30 L
In-Fertigation Drain Amount: 244.20 L
Post-Fertigation Drain Amount: 560.09 L
Drainage Rate: 21.58%

Ws Cleaning Summary Table - Ws_W2

ws_name	num_dp	num_nan_raw	num_nan_final	num_spike	cum_step_adj
Ws_W2	17,277	12,474	0	210	-115.00

Fertigation Events Details Table - Ws_W2

ds	d	m	ws_name	prominence_cut	max_drain_du	fg_beg	fg_beg_est	fg_end	fg_end_est	ws_beg	ws_end	duc	pre_fg_et	post_fg_ws	post_drn_et	fg_rate_by_dydt	fg_rate_by_dWs	fg_stay_amount	enough_data	fg_beg_delta	fg_end_delta	fg_total_amount	fg_drain_amount	postFg_drain_amount	total_drain_amount	drain_du	drain_delay	drain_rate	field_capacity_est	FVI_W1	FVO_W1	FVI_W2	FVO_W2
2026-04-06 09:00:00+08:00	36	540	Ws_W2	2.192182	53.750000	540.00	539.666667	545.02	546.250000	14610.000000	14905.000000	301	-0.310029	-0.152130	0.000000	1.036229	0.980066	295.000000	True	-20.0	73.8	331.100000	0.000000	0.000000	0.000000	565.0	1058.0	-0.443347	NaN	NaN	NaN	352.0	4.0
2026-04-06 10:00:00+08:00	36	600	Ws_W2	2.192182	2.833333	600.00	600.083333	605.00	605.166667	14773.333333	14975.000000	300	0.000000	0.000000	0.000000	0.737867	0.672222	201.666667	True	5.0	10.0	330.000000	0.000000	0.000000	0.000000	NaN	NaN	NaN	NaN	NaN	NaN	360.0	2.0
2026-04-06 10:08:35+08:00	36	608	Ws_W2	2.192182	45.166667	608.58	608.250000	613.60	614.833333	14848.000000	15268.928571	301	-0.407109	-0.526345	0.000000	1.055200	1.398434	420.928571	True	-19.8	74.0	420.928571	0.000000	0.000000	0.000000	200.0	1518.0	-0.520553	NaN	NaN	NaN	363.0	12.0
2026-04-06 11:00:00+08:00	36	660	Ws_W2	2.192182	53.666667	660.00	660.000000	665.03	666.333333	15075.000000	15394.000000	302	-0.405812	-0.755223	0.000000	1.078000	1.056291	319.000000	True	0.0	78.2	332.200000	0.000000	0.000000	0.000000	120.0	138.0	-0.556356	NaN	NaN	NaN	372.0	160.0
2026-04-06 12:00:00+08:00	36	720	Ws_W2	2.192182	54.500000	720.00	719.916667	725.00	725.500000	15075.000000	15372.500000	300	-0.186954	-0.823174	0.000000	1.078000	0.991667	297.500000	True	-5.0	30.0	330.000000	0.000000	0.000000	0.000000	1275.0	189.0	-0.711731	NaN	NaN	NaN	362.0	141.0
2026-04-06 13:00:00+08:00	36	780	Ws_W2	2.192182	51.000000	780.00	779.750000	785.00	789.000000	15046.500000	15370.000000	300	-0.294892	-0.738477	0.000000	0.998000	1.078333	323.500000	True	-15.0	240.0	330.000000	0.000000	0.000000	0.000000	874.0	245.0	-0.598374	NaN	NaN	NaN	364.0	131.0
2026-04-06 14:00:00+08:00	36	840	Ws_W2	2.192182	10.583333	840.00	839.083333	845.02	845.416667	15035.000000	15340.000000	301	-0.348002	-0.053395	0.000000	1.024762	1.013289	305.000000	True	-55.0	23.8	331.100000	0.000000	0.000000	0.000000	150.0	163.0	-0.753123	NaN	NaN	NaN	365.0	44.0
2026-04-06 14:16:40+08:00	36	856	Ws_W2	2.192182	33.310000	856.67	856.416667	866.69	866.666667	15266.500000	15710.000000	601	-0.363999	-2.031614	0.000000	0.904200	0.737937	443.500000	True	-15.2	-1.4	661.100000	164.390173	328.780346	493.170519	1260.0	3.0	-2.128072	15381.219654	NaN	NaN	733.0	634.0
2026-04-06 15:00:00+08:00	36	900	Ws_W2	2.192182	32.000000	900.00	899.750000	905.00	905.000000	15185.000000	15459.242857	300	-0.660055	-1.161852	0.000000	0.938667	0.914143	274.242857	True	-15.0	0.0	330.000000	46.914414	93.828828	140.743243	660.0	95.0	-0.678153	15365.414029	NaN	NaN	370.0	634.0
2026-04-06 15:37:01+08:00	36	937	Ws_W2	2.192182	60.000000	937.02	937.166667	942.02	942.166667	15138.878788	15435.952381	300	-0.261099	-1.093577	-0.280247	1.130000	0.990245	297.073593	True	8.8	8.8	330.000000	32.900000	137.483987	170.383987	830.0	113.0	-0.876079	15298.468393	NaN	NaN	365.0	233.0

Figures - Ws_W2

Figure figure_10.png

Figure figure_9.png

Figure figure_8.png

Figure figure_4.png

Figure figure_2.png