Research on Resource Allocation and Water Saving Strategies in Deep Bayesian Network Driven Farmland Irrigation Systems

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Figure 2.

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Figure 5.

Figure 6.

The amount of irrigation in the case of solution 2

Date		Irrigation rate(m3/acre)
Month	Time period	Barley barley	Spring wheat	Potato	Beans	Cole
3	Early days	0	0	0	0	0
	Middle days	0	0	0	0	0
	Late days	0	0	0	0	0
4	Early days	55	40	0	0	0
	Middle days	0	0	55	25	35
	Late days	0	0	0	0	0
5	Early days	55	50	0	0	0
	Middle days	0	0	55	55	55
	Late days	45	55	0	0	0
6	Early days	0	0	0	40	40
	Middle days	55	55	62	0	0
	Late days	0	0	0	45	45
7	Early days	0	0	0	0	0
	Middle days	45	45	0	45	45
	Late days	0	0	40	0	0
8	Early days	0	0	0	0	0
	Middle days	0	0	0	0	0
	Late days	0	0	55	0	0
9	Early days	0	0	0	0	0
	Middle days	0	0	40	0	0
	Late days	0	0	0	0	0
10	Early days	0	0	0	0	0
	Middle days	0	0	0	0	0
	Late days	0	0	0	0	0
11	Early days	50	40	60	22	25
	Middle days	0	0	0	0	0
	Late days	0	0	0	0	0
12	Early days	0	0	0	0	0
	Middle days	0	0	0	0	0
	Late days	0	0	0	0	0
Total		305	285	367	232	245

Statistical results of irrigation water in pingshui year

Scheme	Winter irrigation(108·m3)
	Natural irrigation	Well irrigation	Canal completion
Solution 1	0.714	0.722	1.436
Solution 2	0.711	0.631	1.342
Comprehensive plan	0.867	0.699	1.566

Optimization unit coding of water allocation in irrigation system

Date		Irrigation rate
Month	Time period	Barley barley	Spring wheat	Potato	Beans	Cole
4	Early days	A1	A2
	Middle days			A3	A4	A5
	Late days
5	Early days	A6	A7
	Middle days			A8	A9	A10
	Late days	A11	A12
11	Early days	A13	A14	A15	A16	A17
	Middle days
	Late days

The amount of irrigation in the case of solution 1

Date		Irrigation rate(m3/acre)
month	Time period	Barley barley	Spring wheat	Potato	Beans	Cole
3	Early days	0	0	0	0	0
	Middle days	0	0	0	0	0
	Late days	0	0	0	0	0
4	Early days	50	30	0	0	0
	Middle days	0	0	55	15	30
	Late days	0	0	0	0	0
5	Early days	50	20	0	0	0
	Middle days	0	0	55	15	30
	Late days	45	20	0	0	0
6	Early days	0	0	0	40	40
	Middle days	40	40	50	0	0
	Late days	0	0	0	45	45
7	Early days	0	0	0	0	0
	Middle days	45	45	0	45	45
	Late days	0	0	40	0	0
8	Early days	0	0	0	0	0
	Middle days	0	0	0	0	0
	Late days	0	0	40	0	0
9	Early days	0	0	0	0	0
	Middle days	0	0	35	0	0
	Late days	0	0	0	0	0
10	Early days	0	0	0	0	0
	Middle days	0	0	0	0	0
	Late days	0	0	0	0	0
11	Early days	50	25	50	15	40
	Middle days	0	0	0	0	0
	Late days	0	0	0	0	0
12	Early days	0	0	0	0	0
	Middle days	0	0	0	0	0
	Late days	0	0	0	0	0
Total		280	180	325	175	230

Statistical results of irrigation water in each area of the sea

Scheme	Irrigation season	Irrigation mode	Barley barley	Spring wheat	Potato	Beans	Cole
Solution 1	Winter irrigation	Natural irrigation	0.0275	0.0160	0.0458	0.0389	0.0295
		Well irrigation	0.0387	0.0142	0.0344	0.0245	0.1018
	Spring irrigation	Natural irrigation	0.0461	0.0597	0.0349	0.0732	0.0607
		Well irrigation	0.0524	0.0607	0.0579	0.0629	0.0382
	Summer irrigation	Natural irrigation	0.0433	0.0811	0.0456	0.0576	0.0648
		Well irrigation	0.0486	0.2304	0.0518	0.0311	0.0571
Solution 2	Winter irrigation	Natural irrigation	0.2021	0.0399	0.0597	0.0569	0.0552
		Well irrigation	0.0741	0.0415	0.0307	0.0561	0.0482
	Spring irrigation	Natural irrigation	0.0502	0.0368	0.0483	0.0314	0.0655
		Well irrigation	0.0529	0.0524	0.0546	0.0513	0.0563
	Summer irrigation	Natural irrigation	0.0489	0.1051	0.0488	0.0512	0.0465
		Well irrigation	0.0472	0.0509	0.0438	0.0493	0.0523
Comprehensive plan	Winter irrigation	Natural irrigation	0.0546	0.0541	0.0485	0.0518	0.0535
		Well irrigation	0.0365	0.0612	0.0692	0.0388	0.0404
	Spring irrigation	Natural irrigation	0.0319	0.0331	0.0463	0.0227	0.0735
		Well irrigation	0.0715	0.0528	0.0566	0.0395	0.0401
	Summer irrigation	Natural irrigation	0.0446	0.0439	0.0576	0.1043	0.0438
		Well irrigation	0.0689	0.0394	0.1583	0.1059	0.0635

The amount of irrigation in the comprehensive target situation

Date		Irrigation rate(m3/acre)
Month	Time period	Barley barley	Spring wheat	Potato	Beans	Cole
3	Early days	0	0	0	0	0
	Middle days	0	0	0	0	0
	Late days	0	0	0	0	0
4	Early days	62	35	0	0	0
	Middle days	0	0	62	25	40
	Late days	0	0	0	0	0
5	Early days	62	36	0	0	0
	Middle days	0	0	52	29	42
	Late days	52	40	0	0	0
6	Early days	0	0	0	40	40
	Middle days	52	52	62	0	0
	Late days	0	0	0	52	52
7	Early days	0	0	0	0	0
	Middle days	45	45	0	45	45
	Late days	0	0	52	0	0
8	Early days	0	0	0	0	0
	Middle days	0	0	0	0	0
	Late days	0	0	52	0	0
9	Early days	0	0	0	0	0
	Middle days	0	0	42	0	0
	Late days	0	0	0	0	0
10	Early days	0	0	0	0	0
	Middle days	0	0	0	0	0
	Late days	0	0	0	0	0
11	Early days	62	35	62	29	47
	Middle days	0	0	0	0	0
	Late days	0	0	0	0	0
12	Early days	0	0	0	0	0
	Middle days	0	0	0	0	0
	Late days	0	0	0	0	0
Total		335	243	384	220	266