Ws Sensor Analysis Report - Day 40

Summary Statistics (All Ws Sensors)

Number of Ws Sensors: 2
Avg Number of Fertigation Events: 11.0
Avg Fertigation Amount: 4934.34 L
Avg Total Drain Amount: 57.27 L
Avg In-Fertigation Drain Amount: 0.00 L
Avg Post-Fertigation Drain Amount: 57.27 L
Avg Drainage Rate: 1.16%

Detail Section

VI and VO Daily Summary

Summary Statistics - Ws_W1

Number of Fertigation Events: 11
Number of Fertigation Events detected: 11
Total Fertigation Amount: 5048.48 L
Total Drain Amount: 0.00 L
In-Fertigation Drain Amount: 0.00 L
Post-Fertigation Drain Amount: 0.00 L
Drainage Rate: 0.00%

Ws Cleaning Summary Table - Ws_W1

ws_name	num_dp	num_nan_raw	num_nan_final	num_spike	cum_step_adj
Ws_W1	17,272	12,994	0	157	-270.00

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
2026-04-10 10:18:21+08:00	40	618	Ws_W1	3.34504	42.583333	618.35	617.333333	625.35	627.416667	16586.625	17175.000000	420	-1.788047	-0.349306	0.000000	1.129200	1.400893	588.375000	True	-61.0	124.0	588.375	0.0	0.0	0.0	20.0	723	-11.325879	NaN	490.00	2.0	NaN	NaN
2026-04-10 11:10:00+08:00	40	670	Ws_W1	3.34504	13.916667	670.00	669.750000	675.00	676.083333	16981.000	17325.000000	300	0.000000	-0.244907	0.000000	1.131600	1.146667	344.000000	True	-15.0	65.0	344.000	0.0	0.0	0.0	24.0	395	-3.377168	NaN	348.00	2.0	NaN	NaN
2026-04-10 11:30:00+08:00	40	690	Ws_W1	3.34504	22.833333	690.00	689.250000	695.00	697.166667	17257.000	17595.000000	300	-0.324623	-0.498125	0.000000	1.100000	1.126667	338.000000	True	-45.0	130.0	338.000	0.0	0.0	0.0	19.0	725	-9.443221	NaN	344.00	2.0	NaN	NaN
2026-04-10 12:00:00+08:00	40	720	Ws_W1	3.34504	20.833333	720.00	720.333333	727.02	729.166667	17455.000	17995.000000	421	-0.248164	-0.458333	0.000000	1.164000	1.282660	540.000000	True	20.0	128.8	540.000	0.0	0.0	0.0	24.0	138	-19.854128	NaN	491.00	2.0	NaN	NaN
2026-04-10 12:30:00+08:00	40	750	Ws_W1	3.34504	23.000000	750.00	750.000000	757.00	756.750000	17785.000	18250.000000	420	-0.520245	-0.571181	0.000000	1.155905	1.107143	465.000000	True	0.0	-15.0	465.000	0.0	0.0	0.0	15.0	1029	-5.305013	NaN	488.00	2.0	NaN	NaN
2026-04-10 13:00:00+08:00	40	780	Ws_W1	3.34504	22.980000	780.00	779.750000	787.02	787.000000	18101.000	18483.333333	421	-0.316219	-0.575926	0.000000	0.987543	0.908155	382.333333	True	-15.0	-1.2	463.100	0.0	0.0	0.0	24.0	243	-7.649677	NaN	491.00	97.0	NaN	NaN
2026-04-10 13:30:00+08:00	40	810	Ws_W1	3.34504	23.000000	810.00	809.583333	817.00	817.000000	18260.000	18690.000000	420	-0.907486	-1.818800	0.000000	1.068600	1.023810	430.000000	True	-25.0	0.0	462.000	0.0	0.0	0.0	19.0	215	-3.999319	NaN	489.35	281.0	NaN	NaN
2026-04-10 14:00:00+08:00	40	840	Ws_W1	3.34504	22.500000	840.00	839.416667	847.00	847.500000	18345.000	18757.777778	420	-0.896045	-1.981944	0.000000	1.022667	0.982804	412.777778	True	-35.0	30.0	462.000	0.0	0.0	0.0	20.0	975	-5.474308	NaN	488.00	333.0	NaN	NaN
2026-04-10 14:30:00+08:00	40	870	Ws_W1	3.34504	22.750000	870.00	869.916667	877.00	877.250000	18360.000	18760.000000	420	-0.987712	-2.227629	0.000000	1.016267	0.952381	400.000000	True	-5.0	15.0	462.000	0.0	0.0	0.0	24.0	405	-8.708935	NaN	489.00	333.0	NaN	NaN
2026-04-10 15:00:00+08:00	40	900	Ws_W1	3.34504	23.000000	900.00	899.833333	907.00	907.000000	18310.000	18695.000000	420	-1.169044	-1.923773	0.000000	1.023667	0.916667	385.000000	True	-10.0	0.0	462.000	0.0	0.0	0.0	19.0	125	-15.371474	NaN	488.00	308.0	NaN	NaN
2026-04-10 15:30:00+08:00	40	930	Ws_W1	3.34504	60.000000	930.00	929.500000	937.00	937.083333	18296.000	18714.000000	420	-1.254237	-2.091794	-0.424074	0.969667	0.995238	418.000000	True	-30.0	5.0	462.000	0.0	0.0	0.0	15.0	350	-9.416423	NaN	489.00	301.0	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: 11
Number of Fertigation Events detected: 11
Total Fertigation Amount: 4820.20 L
Total Drain Amount: 114.54 L
In-Fertigation Drain Amount: 0.00 L
Post-Fertigation Drain Amount: 114.54 L
Drainage Rate: 2.38%

Ws Cleaning Summary Table - Ws_W2

ws_name	num_dp	num_nan_raw	num_nan_final	num_spike	cum_step_adj
Ws_W2	17,272	13,242	0	71	0.00

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
2026-04-10 10:18:21+08:00	40	618	Ws_W2	2.725111	44.083333	618.35	618.000000	625.35	625.916667	14650.000000	15100.000000	420	-0.220118	-0.186574	0.000000	1.090000	1.071429	450.000000	True	-21.0	34.0	462.0	0.0	0.000000	0.000000	15.0	473	-7.117401	NaN	NaN	NaN	494.00	3.0
2026-04-10 11:10:00+08:00	40	670	Ws_W2	2.725111	13.333333	670.00	669.583333	675.00	676.666667	14999.222222	15311.428571	300	-0.227401	-0.187500	0.000000	1.039000	1.040688	312.206349	True	-25.0	100.0	330.0	0.0	9.192115	9.192115	NaN	795	-4.028457	NaN	NaN	NaN	493.00	3.0
2026-04-10 11:30:00+08:00	40	690	Ws_W2	2.725111	25.000000	690.00	689.500000	695.00	694.916667	15260.000000	15570.000000	300	-0.404661	-0.370007	0.000000	1.040000	1.033333	310.000000	True	-30.0	-5.0	330.0	0.0	0.000000	0.000000	19.0	725	-3.350516	NaN	NaN	NaN	356.00	30.0
2026-04-10 12:00:00+08:00	40	720	Ws_W2	2.725111	22.916667	720.00	719.916667	727.02	727.083333	15460.500000	15870.000000	421	-0.368927	-1.945139	0.000000	1.026800	0.972684	409.500000	True	-5.0	3.8	463.1	0.0	0.000000	0.000000	24.0	93	-8.939980	NaN	NaN	NaN	515.00	309.0
2026-04-10 12:30:00+08:00	40	750	Ws_W2	2.725111	23.000000	750.00	749.666667	757.00	756.416667	15510.000000	15890.000000	420	-0.704802	-2.170833	0.000000	0.985143	0.904762	380.000000	True	-20.0	-35.0	462.0	0.0	0.000000	0.000000	15.0	230	-7.046595	NaN	NaN	NaN	510.95	389.0
2026-04-10 13:00:00+08:00	40	780	Ws_W2	2.725111	22.980000	780.00	779.666667	787.02	787.000000	15518.000000	15890.000000	421	-0.754865	-1.846528	0.000000	0.917714	0.883610	372.000000	True	-20.0	-1.2	463.1	0.0	0.000000	0.000000	19.0	243	-6.397824	NaN	NaN	NaN	509.00	391.0
2026-04-10 13:30:00+08:00	40	810	Ws_W2	2.725111	23.000000	810.00	809.750000	817.00	817.000000	15550.000000	15926.666667	420	-0.676682	-2.120370	0.000000	0.954867	0.896825	376.666667	True	-15.0	0.0	462.0	0.0	0.000000	0.000000	20.0	645	-4.217412	NaN	NaN	NaN	508.20	420.0
2026-04-10 14:00:00+08:00	40	840	Ws_W2	2.725111	22.916667	840.00	839.583333	847.00	847.083333	15564.333333	15938.000000	420	-0.735876	-2.044329	0.000000	0.966667	0.889683	373.666667	True	-25.0	5.0	462.0	0.0	0.000000	0.000000	15.0	795	-5.244703	NaN	NaN	NaN	506.00	433.0
2026-04-10 14:30:00+08:00	40	870	Ws_W2	2.725111	23.000000	870.00	869.666667	877.00	877.000000	15550.000000	15920.000000	420	-0.943887	-2.225301	0.000000	0.894000	0.880952	370.000000	True	-20.0	0.0	462.0	0.0	0.000000	0.000000	20.0	135	-10.182753	NaN	NaN	NaN	506.00	433.0
2026-04-10 15:00:00+08:00	40	900	Ws_W2	2.725111	23.000000	900.00	899.583333	907.00	906.916667	15502.500000	15877.500000	420	-0.949859	-1.926644	0.000000	0.995619	0.892857	375.000000	True	-25.0	-5.0	462.0	0.0	0.000000	0.000000	45.0	99	-7.793404	NaN	NaN	NaN	508.00	411.0
2026-04-10 15:30:00+08:00	40	930	Ws_W2	2.725111	60.000000	930.00	929.750000	937.00	936.750000	15510.000000	15875.000000	420	-0.831215	-1.754861	-0.283333	0.952000	0.869048	365.000000	True	-15.0	-15.0	462.0	0.0	105.343927	105.343927	60.0	474	-8.241060	NaN	NaN	NaN	508.00	463.0

Figures - Ws_W2

Figure figure_10.png

Figure figure_9.png

Figure figure_8.png

Figure figure_4.png

Figure figure_2.png