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Journal of Zhejiang University (Agriculture and Life Sciences)  2019, Vol. 45 Issue (1): 66-74    DOI: 10.3785/j.issn.1008-9209.2018.01.191
Resource utilization & environmental protection     
Agricultural production structure adjustment based on a multi-objective control in the Tiaoxi watershed
Zhennan YE1(),Fei’er WANG1(),Lingye JI1,Jie YU2
1. College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China
2. Zhejiang Environmental Monitoring Center, Hangzhou 310012, China
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Abstract  

The optimization of agricultural production structure is an important way to control the agricultural non-point source (NPS) pollution. In this paper, a multi-objective programming model was used to optimize the agricultural production structure in the Tiaoxi watershed, with the objective of agricultural NPS pollution reduction. The development of agricultural economy and the demand for agricultural products were chosen as the constraints in the model. According to the agricultural output in the year of 2014, three schemes including less output, medium output and more output were optimized by the multi-objective programming model. The results showed that the reduction of agricultural NPS pollution load in the three schemes from high to low were less output scheme, medium output scheme, more output scheme, respectively. However, the reduction varied among different areas. The optimized results showed that the transformation of outdoor vegetable cultivation to facility vegetable cultivation was obvious compared with 2014. The scale of pigs and cattle culture decreased significantly, while sheep culture increased moderately. The adjustment of paddy and aquaculture was slight. The results of water quality prediction under different schemes also showed that the improvement of water quality under the less output scheme was better than the others, but it was not obvious as compared with the medium output scheme.Taking the control demand of non-point source pollution, the economic output of agriculture and the improvement effect of water environment quality into consideration, the medium output scheme is better for the current agricultural economic development and environmental protection in this watershed.



Key wordsmulti-objective programming model      non-point source pollution      agricultural production structure      pollution reduction     
Received: 19 January 2018      Published: 28 March 2019
CLC:  X 506  
  X 522  
Corresponding Authors: Fei’er WANG     E-mail: yezhennan@zju.edu.cn;wangfeier@zju.edu.cn
Cite this article:

Zhennan YE,Fei’er WANG,Lingye JI,Jie YU. Agricultural production structure adjustment based on a multi-objective control in the Tiaoxi watershed. Journal of Zhejiang University (Agriculture and Life Sciences), 2019, 45(1): 66-74.

URL:

http://www.zjujournals.com/agr/10.3785/j.issn.1008-9209.2018.01.191     OR     http://www.zjujournals.com/agr/Y2019/V45/I1/66


基于多目标控制的苕溪流域农业产业结构调整

利用多目标规划模型,以农业面源污染减排为目标,以农业经济发展和农产品需求保障等为约束,开展苕溪流域农业产业结构优化,基于2014年流域农业产业结构及排污现状,设置减产型、保产型、增产型3种不同发展情景。结果表明,在3种情景下农业面源等标污染减排量从大到小依次为减产型>保产型>增产型,但在不同地区存在一定的差异。产业结构优化结果显示,流域内产业结构变动幅度较大的趋势为露天蔬菜向设施蔬菜转型,猪牛的养殖规模大量缩减而羊的养殖规模适度扩大,而水稻种植、淡水养殖等变化幅度相对较小。在不同情景方案下水质预测结果同样显示,减产型方案对水质的改善优于保产型与增产型,但相较于保产型提升幅度不大。综合考虑流域面源污染控制需求、农业经济产出与水环境质量提升效果,保产型方案更加符合当前流域农业经济发展与环境保护的目的。


关键词: 多目标规划模型,  面源污染,  农业产业结构,  污染减排 
Fig. 1 Scope of Tiaoxi watershed

污染源

Pollution source

种植业Crop farming/(103 m3/hm2)

稻田

Paddy field

露天蔬菜

Outdoor vegetable

设施蔬菜

Facility vegetable

旱地

Dry land

园地

Garden plot

ESPDC27.5676.2914.8339.1629.30

污染源

Pollution source

畜禽养殖业Livestock and poultry/(106 m3/万头)

水产养殖

Aquaculture/(103m3/hm2)

Pig

Cattle

Sheep

家禽

Poultry

ESPDC17.31211.703.280.2288.42
Table 1 Equal standard pollution discharge coefficient of agricultural non-point source (NPS) pollution in the Tiaoxi watershed [10,11,12,13,14,15,16,17,18,19,20,21,22]

类型

Type

产值变化率

Change rate of the product/%

种植业

Crop

farming

畜禽养殖业

Livestock and poultry

水产养殖业

Aquaculture

总产值

Total product

减产型

Less

output

1.27-23.74-4.98-5.01

保产型

Medium output

8.24-20.84-4.390

增产型

More

output

10.11-19.055.013.17
Table 2 

种植业类型

Crop farming type

减产型Less output保产型Medium output增产型More output

规模Scale/

(103hm2)

变化率

Rate of change/%

规模Scale/

(103hm2)

变化率

Rate of change/%

规模Scale/

(103hm2)

变化率

Rate of change/%

水产养殖

Aquaculture

26.57-4.9826.74-4.3929.375.01

稻田

Paddy field

124.56-2.99123.55-3.00131.102.09

露天蔬菜

Outdoor vegetable

22.57-20.1422.58-20.1322.57-20.14

设施蔬菜

Facility vegetable

8.2585.3411.00147.3311.00147.34

旱地

Dry land

35.55-9.4035.63-9.1835.70-9.02

园地

Garden plot

30.90-0.0432.465.0332.465.01

畜禽养殖类型

Livestock and

poultry type

减产型Less output保产型Medium output增产型More output

规模Scale/

万头

变化率

Rate of change/%

规模Scale/

万头

变化率

Rate of change/%

规模Scale/

万头

变化率

Rate of change/%

猪 Pig58.45-30.0060.79-28.5962.62-25.00
牛 Cattle0.21-33.250.24-23.710.21-33.25
羊 Sheep15.99-9.9820.9718.0320.9718.03
家禽 Poultry2 430.80-15.002 445.10-14.502 430.80-15.00

水产养殖类型

Aquaculture type

减产型Less output保产型Medium output增产型More output

规模Scale/

(103hm2)

变化率

Rate of change/%

规模Scale/

(103hm2)

变化率

Rate of change/%

规模Scale/

(103hm2)

变化率

Rate of change/%

Table 3 Optimization scheme of agricultural structure in the Tiaoxi watershed

类型

Type

等标污染物

Equal standard pollutant

化学需氧量

CODcr

总氮

Total nitrogen

总磷

Total phosphorus

氨氮

Ammonia

减产型

Less output

10.1510.348.6812.768.88

保产型

Medium output

8.599.347.5411.537.59

增产型

More output

5.437.043.628.843.73
 
 
Fig. 2 Discharge of equal standard pollutant in each county under the optimization schemes
Fig. 3 Monthly NH3-N concentration of key monitoring sections in adjustment schemes
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