Ws Sensor Analysis Report - Day 31

Summary Statistics (All Ws Sensors)

Number of Ws Sensors: 2
Avg Number of Fertigation Events: 7.0
Avg Fertigation Amount: 2334.58 L
Avg Total Drain Amount: 553.01 L
Avg In-Fertigation Drain Amount: 59.79 L
Avg Post-Fertigation Drain Amount: 493.21 L
Avg Drainage Rate: 23.69%

Detail Section

VI and VO Daily Summary

Summary Statistics - Ws_W1

Number of Fertigation Events: 7
Number of Fertigation Events detected: 7
Total Fertigation Amount: 2356.96 L
Total Drain Amount: 245.06 L
In-Fertigation Drain Amount: 7.40 L
Post-Fertigation Drain Amount: 237.66 L
Drainage Rate: 10.40%

Ws Cleaning Summary Table - Ws_W1

ws_name	num_dp	num_nan_raw	num_nan_final	num_spike	cum_step_adj
Ws_W1	17,280	13,919	0	63	66.67

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
2026-04-01 09:00:00+08:00	31	540	Ws_W1	1.485393	52.916667	540.0	539.166667	545.00	547.083333	17460.000000	17810.416667	300	-0.112047	-0.277572	0.00000	1.140000	1.168056	350.416667	True	-50.0	125.0	350.416667	0.0	0.000000	0.000000	639	470	-0.410108	NaN	351.0	0.0	NaN	NaN
2026-04-01 10:00:00+08:00	31	600	Ws_W1	1.485393	54.750000	600.0	599.416667	605.00	605.250000	17680.000000	18020.454545	300	-0.014482	-0.232548	0.00000	1.118333	1.134848	340.454545	True	-35.0	15.0	340.454545	0.0	0.000000	0.000000	1260	120	-0.305357	NaN	350.0	0.0	NaN	NaN
2026-04-01 11:00:00+08:00	31	660	Ws_W1	1.485393	52.583333	660.0	659.500000	665.03	667.416667	17850.000000	18183.577778	302	-0.313983	-0.191543	0.00000	1.133333	1.104562	333.577778	True	-30.0	143.2	333.577778	0.0	0.000000	0.000000	15	218	-0.200754	NaN	358.0	0.0	NaN	NaN
2026-04-01 12:00:00+08:00	31	720	Ws_W1	1.485393	54.416667	720.0	719.583333	725.00	725.583333	17988.000000	18323.400000	300	-0.382881	-0.630494	0.00000	1.165000	1.118000	335.400000	True	-25.0	35.0	335.400000	0.0	0.000000	0.000000	455	225	-0.382457	NaN	349.0	80.0	NaN	NaN
2026-04-01 13:00:00+08:00	31	780	Ws_W1	1.485393	53.833333	780.0	779.750000	785.00	786.166667	18009.866667	18340.976190	300	-0.351366	-0.814411	0.00000	1.161267	1.103698	331.109524	True	-15.0	70.0	331.109524	0.0	98.070350	98.070350	910	219	-0.547955	18242.905841	357.0	66.0	NaN	NaN
2026-04-01 14:00:00+08:00	31	840	Ws_W1	1.485393	54.833333	840.0	839.416667	845.00	845.166667	18004.600000	18327.200000	300	-0.276228	-0.933148	0.00000	1.098000	1.075333	322.600000	True	-35.0	10.0	330.000000	7.4	104.835884	112.235884	825	144	-0.763787	18222.364116	356.0	55.0	NaN	NaN
2026-04-01 15:00:00+08:00	31	900	Ws_W1	1.485393	60.000000	900.0	899.750000	905.00	905.666667	17990.000000	18326.000000	300	-0.347378	-0.620370	-0.20284	1.124000	1.120000	336.000000	True	-15.0	40.0	336.000000	0.0	34.754070	34.754070	405	365	-0.693732	18291.245930	348.0	70.0	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: 7
Number of Fertigation Events detected: 7
Total Fertigation Amount: 2312.20 L
Total Drain Amount: 860.95 L
In-Fertigation Drain Amount: 112.19 L
Post-Fertigation Drain Amount: 748.77 L
Drainage Rate: 37.24%

Ws Cleaning Summary Table - Ws_W2

ws_name	num_dp	num_nan_raw	num_nan_final	num_spike	cum_step_adj
Ws_W2	17,280	14,764	0	16	-133.50

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
2026-04-01 09:00:00+08:00	31	540	Ws_W2	1.798763	54.916667	540.0	539.416667	545.00	545.083333	14840.000000	15145.666667	300	-0.137101	-0.109259	0.00000	1.043400	1.018889	305.666667	True	-35.0	5.0	330.0	7.785152	15.570304	23.355456	435	905	-0.167592	15130.096362	NaN	NaN	349.0	6.0
2026-04-01 10:00:00+08:00	31	600	Ws_W2	1.798763	54.916667	600.0	599.416667	605.00	605.083333	15050.000000	15371.333333	300	-0.092072	-0.373295	0.00000	1.064000	1.071111	321.333333	True	-35.0	5.0	330.0	8.700000	101.668644	110.368644	1819	455	-0.428084	15269.664689	NaN	NaN	361.0	123.0
2026-04-01 11:00:00+08:00	31	660	Ws_W2	1.798763	54.916667	660.0	659.416667	665.03	665.083333	15138.666667	15452.800000	302	-0.277903	-0.787919	0.00000	1.071933	1.040177	314.133333	True	-35.0	3.2	332.2	18.100000	92.280008	110.380008	1084	93	-0.546947	15360.519992	NaN	NaN	364.0	229.0
2026-04-01 12:00:00+08:00	31	720	Ws_W2	1.798763	54.500000	720.0	719.333333	725.00	725.500000	15146.000000	15456.000000	300	-0.343378	-0.814332	0.00000	1.044467	1.033333	310.000000	True	-40.0	30.0	330.0	20.000000	91.303779	111.303779	1074	35	-0.518620	15364.696221	NaN	NaN	362.0	239.0
2026-04-01 13:00:00+08:00	31	780	Ws_W2	1.798763	54.500000	780.0	779.416667	785.00	785.500000	15130.000000	15440.000000	300	-0.340663	-0.907510	0.00000	1.038600	1.033333	310.000000	True	-35.0	30.0	330.0	20.000000	135.501348	155.501348	1429	35	-0.623072	15304.498652	NaN	NaN	362.0	219.0
2026-04-01 14:00:00+08:00	31	840	Ws_W2	1.798763	54.666667	840.0	839.500000	845.00	845.333333	15120.000000	15425.000000	300	-0.234489	-0.961986	0.00000	1.045167	1.016667	305.000000	True	-30.0	20.0	330.0	25.000000	160.902097	185.902097	1510	54	-0.777377	15264.097903	NaN	NaN	361.0	212.0
2026-04-01 15:00:00+08:00	31	900	Ws_W2	1.798763	60.000000	900.0	899.666667	905.00	905.083333	15126.150000	15443.500000	300	-0.231898	-0.909204	-0.20535	1.070000	1.057833	317.350000	True	-20.0	5.0	330.0	12.600000	151.541750	164.141750	1305	110	-0.751672	15291.958250	NaN	NaN	360.0	221.0

Figures - Ws_W2

Figure figure_10.png

Figure figure_9.png

Figure figure_8.png

Figure figure_4.png

Figure figure_2.png