杨浩瑜1, 2,,
张乃明2,,,
邓洪1, 2,
刘惠见1, 2,
包立1, 2,
黄维恒1
1.云南农业大学资源与环境学院 昆明 650201
2.云南省土壤培肥与污染修复工程实验室 昆明 650201
基金项目: 国家重点研发计划项目2016YFD0201208-2
详细信息
作者简介:孟令宇, 主要研究方向为土壤学, E-mail:542635441@qq.com
杨浩瑜, 主要研究方向为土壤学, E-mail:369220094@qq.com
通讯作者:张乃明, 主要研究方向为土壤培肥与污染修复。E-mail:zhangnaiming@sina.com
?共同第一作者中图分类号:X824
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出版历程
收稿日期:2020-02-24
录用日期:2020-04-10
刊出日期:2020-08-01
Optimizing chemical fertilizer use in a tea plantation based on the SWAT model
MENG Lingyu1, 2,,YANG Haoyu1, 2,,
ZHANG Naiming2,,,
DENG Hong1, 2,
LIU Huijian1, 2,
BAO Li1, 2,
HUANG Weiheng1
1. College of Resources and Environment, Yunnan Agricultural University, Kunming 650201, China
2. Yunnan Soil Fertility and Pollution Remediation Engineering Laboratory, Kunming 650201, China
Funds: the National Key Research and Development Project of China2016YFD0201208-2
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Corresponding author:ZHANG Naiming, E-mail:zhangnaiming@sina.com
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摘要
摘要:茶园化肥减施技术是改善茶园土壤环境、降低茶区地表水体富营养化的主要措施之一,有助于茶园生态环境的改善。利用云南省西双版纳自治州勐海县勐邦库区曼真村2018年3—9月大田试验数据及勐海县勐邦库区2011—2016年气象水文资料,基于SWAT模型建立区域尺度茶园化肥减施模型,构建环境效益评价体系(土壤肥力指标、水环境指标和经济效益指标),采用模糊综合评价法定量计算茶园不同施肥方式(常规化肥、70%化肥+有机肥配施、70%化肥+缓释肥配施、70%化肥+土壤改良剂配施)的环境综合效益指数,系统研究勐海茶园化肥减施增效配比方案。结果表明:1)勐邦库区流域月尺度径流与水质的模拟和实测结果趋势相同,决定系数R2=0.895,纳什系数Ens=0.837,模型拟合度高;2)综合效益权重计算结果表明,水环境指标(0.412)>土壤肥力指标(0.317)>经济效益指标(0.271),水环境对综合效益存在显著影响;3)勐海茶园最优的化肥减施配比方案为70%化肥+缓释肥配施,其土壤肥力效益指数为0.96,水环境效益指数为0.97,经济效益指数为0.99,综合效益评价指数为0.97。综上,70%化肥+缓释肥配施能有效降低茶园地表水体富营养化产生的风险,同时能够提高茶园土壤肥力而不影响茶园的经济效益。因此,配施缓释肥是现阶段较为适合勐海茶园的环境友好型施肥技术。
关键词:勐海/
区域尺度/
SWAT模型/
茶园/
化肥减施/
环境效应评价
Abstract:Optimizing fertilizer use is one of the main ways to improve soil fertility and reduce the eutrophication of surface water in tea plantations, simultaneously. This approach will play an important role in improving the ecological environment of tea plantations. The study used field data, collected from March to September 2018, and meteorological and hydrological data from 2011 to 2016 in the Mengbang Reservoir Area, Menghai County, Yunnan Province, China, to build a regional model aimed at reducing fertilizer use in a tea plantation based on the soil and water assessment tool (SWAT) model. Four different fertilizer application methods were examined (conventional chemical fertilizer and three combined application methods: 70% chemical fertilizer + organic fertilizer, 70% chemical fertilizer + slow-release fertilizer, and 70% chemical fertilizer + soil modifier). Their effect was calculated using fuzzy comprehensive evaluation to systematically study the optimal application of chemical fertilizers in a Menghai tea plantation. The results showed that: 1) the simulation and observed results of monthly runoff and water quality in the Mengbang Reservoir Area had the same trends (R2 = 0.895, Nash-Sutcliffe efficiency = 0.837), and the model fitted well. 2) In terms of overall benefit, the water environment index (0.412) contributed more than the soil fertility index (0.317) and the economic benefit index (0.271). 3) The optimal chemical fertilizer application for tea plantations in Menghai County was the 70% chemical fertilizer + slow-release fertilizer combination. Its soil fertility benefit index, water environment benefit index, economic benefit index, and comprehensive benefit evaluation index scores were 0.96, 0.97, 0.99, and 0.97, respectively. In summary, a combined application of 70% chemical fertilizer + slow-release fertilizer can effectively reduce the risk of eutrophication of surface water in tea plantations and improve the soil fertility, without affecting the economic benefits.
Key words:Menghai/
Regional scale/
SWAT model/
Tea garden/
Fertilizer reduction/
Environmental effect evaluation
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图1勐邦库区流域的子流域分布情况
图中数字为子流域序号。
Figure1.Sub-basins distribution of the Mengbang Reservoir Basin
The data in the figure is the order number of the sub-basin.


图2勐邦库区流域2014—2016年月尺度径流模拟值与实际值(a)及2016年月尺度硝态氮(b)、总氮(c)、总磷(d)的模拟值与实际值
Figure2.Simulated and actual values of monthly runoff in 2014?2016 (a) and ${\rm{NO}}_3^ - {\rm{ - N}}$ (b), total N (c), total P (d) in 2016 in Mengbang Reservoir Basin

表1研究区茶园化肥减施环境效益等级划分标准
Table1.Classification standard of environmental benefit grade of chemical fertilizer reduction in tea garden of the research area
环境等级 Environmental class | 综合效应得分 Composite effect score | 特征描述 Characteristic description |
最佳Best | 0.8~1.0 | 生态环境稳定Ecological environment is stable. |
较好Better | 0.6~0.8 | 生态环境较稳定Ecological environment is relatively stable. |
正常Normal | 0.4~0.6 | 生态环境不稳定Ecological environment is unstable. |
不合格Unqualified | 0~0.4 | 各种生态问题突出A variety of ecological problems is prominent. |

表2茶园化肥减施技术田间试验不同处理的肥料种类及用量
Table2.Fertilizer types and dosages of different treatments of the field experiment about reducing application technology of chemical fertilizer in tea gardens
施肥处理 Fertilization treatment | 施肥种类及用量 Type and dosage of fertilizer (kg·hm-2) | ||
CK | 常规化肥施用 Conventional chemical fertilizer application | 680 kg?hm-2复合肥+857.76 kg?hm-2尿素+538.92 kg?hm-2过磷酸钙+129.34 kg?hm-2硫酸钾 680 kg?hm-2 compound fertilizer+857.76 kg?hm-2 urea+538.92 kg?hm-2 superphosphate+129.34 kg?hm-2 potassium sulfate | |
YJ | 70%化肥+有机肥 70% chemical fertilizer + organic fertilizer | 476 kg?hm-2复合肥+801.73 kg?hm-2尿素+185.58 kg?hm-2过磷酸钙+70.54 kg?hm-2g硫酸钾+2 000 kg?hm-2有机肥(腐熟农家肥) 476 kg?hm-2 compound fertilizer+801.73 kg?hm-2 urea+185.58 kg?hm-2 superphosphate+70.54 kg?hm-2 potassium sulfate+2 000 kg?hm-2 organic fertilizer (decomposed farm manure) | |
HS | 70%化肥+缓释肥 70% chemical fertilizer + slow release fertilizer | 476 kg?hm-2复合肥+501.29 kg?hm-2尿素+502.25 kg?hm-2过磷酸钙+120.54 kg?hm-2硫酸钾+700 kg?hm-2缓释肥 476 kg?hm-2 compound fertilizer+501.29 kg?hm-2 urea+502.25 kg?hm-2 superphosphate+120.54 kg?hm-2 potassium sulfate+700 kg?hm-2 slow-release fertilizer | |
GL | 70%化肥+改良剂 70% chemical fertilizer + modifier | 476 kg?hm-2复合肥+600.43 kg?hm-2尿素+377.25 kg?hm-2过磷酸钙+90.54 kg?hm-2硫酸钾+3 000 kg?hm-2改良剂 476 kg?hm-2 compound fertilizer+600.43 kg?hm-2 urea+377.25 kg?hm-2 superphosphate+90.54 kg?hm-2 potassium sulfate+3 000 kg?hm-2 modifier |

表3SWAT模型分析地表水环境的数据类型及来源
Table3.Data types and sources of surface water environment analysis by SWAT model
数据类型 Data type | 数据描述 Data description | 数据来源 Data source |
数字高程模型 Digital elevation model | 全球空间分辨率为30 m的数字高程 Digital elevation with global spatial resolution of 30 m | 地理空间数据云 Geospatial Data Cloud (http://www.gscloud.cn/) |
土地利用类型 Land use type | 1:10万土地覆盖数据 1:100 000 land cover data | 中国西部环境与生态科学数据中心 Data Center of Environmental and Ecological Sciences in Western China |
土壤类型数据 Soil type data | 1:100万中国土壤图 1:1 000 000 soil map of China | 中国西部环境与生态科学数据中心和北京师范大学 Data Center of Environmental and Ecological Sciences in Western China and Beijing Normal University |
气象数据 Meteorological data | 2008—2016年气象站位置、降雨、气温等数据 Meteorological station location, rainfall, temperature and other data from 2008 to 2016 | 中国西部环境与生态科学数据中心 Data Center of Environmental and Ecological Sciences in Western China |
水质数据 Water quality data | 总氮、总磷、COD等水质指标状况 Water quality indicators, such as total nitrogen, total phosphorus and COD | 勐海县水利局 Menghai County Water Conservancy Bureau |
农业管理措施 Agricultural management measure | 化肥施用情况(施用方式、种类、数量) Fertilizer application (mode, type and quantity) | 勐海县统计年鉴、实地调查等 Menghai County Statistical Yearbook, field survey, etc. |

表4勐邦库区流域区域尺度茶园化肥减施技术的综合效应评价指标及权重
Table4.Comprehensive effect evaluation index system and weights of chemical fertilizer reduction technology in tea garden on the regional scale of the Mengbang Reservoir Basin
1级指标First-level indicator | 2级指标Second-level indicator | ||||
指标Indicator | 权重Weight | 指标Indicator | 权重Weight | ||
土壤肥力(U1) Soil fertility (U1) | 0.317 | 阳离子交换量(U11) Cation exchange capacity (U11) | 0.003 5 | ||
有机质(U12) Organic matter (U12) | 0.008 8 | ||||
碱解氮(U13) Alkaline hydrolyzed nitrogen (U13) | 0.128 9 | ||||
速效磷(U14) Available phosphorus (U14) | 0.014 5 | ||||
速效钾(U15) Available potassium (U15) | 0.158 3 | ||||
全氮(U16) Total nitrogen (U16) | 0.000 3 | ||||
全磷(U17) Total phosphorus (U17) | 0.000 3 | ||||
全钾(U18) Total potassium (U18) | 0.002 4 | ||||
水环境(U2) Water environment (U2) | 0.412 | 硝态氮(U21) Nitrate (U21) | 0.140 5 | ||
总氮(U22) Total nitrogen (U22) | 0.145 5 | ||||
总磷(U23) Total phosphorus (U23) | 0.126 0 | ||||
经济指标(U3) Economic indicator (U3) | 0.271 | 投入化肥成本(U31) Fertilizer input cost (U31) | 0.105 1 | ||
茶叶产量(U32) Tea yield (U32) | 0.165 9 |

表5勐邦库区流域茶园不同化肥减施技术的效益评价指标值
Table5.Values of benefit evaluation indexes of different chemical fertilizer reduction techniques in tea garden of the Mengbang Reservoir Basin
评价指标Evaluation index | CK | YJ | HS | GL | ||
土壤肥力 Soil fertility | 有机质Organic matter (g·kg-1) | 54.95±1.42ab | 56.69±4.89ab | 52.76±3.75b | 58.30±0.74a | |
阳离子交换量Cation exchange capacity (mol·kg-1) | 14.45±1.28a | 15.04±1.32a | 14.08±1.66a | 15.48±0.89a | ||
碱解氮Alkaline hydrolysis nitrogen (mg·kg-1) | 258.25±69.50bc | 272.58±82.53b | 375.68±94.38a | 179.82±34.26c | ||
速效磷Available phosphorus (mg·kg-1) | 9.78±5.59ab | 11.07±5.60ab | 17.13±7.52a | 8.27±5.29b | ||
速效钾Available potassium (mg·kg-1) | 189.57±139a | 171.25±91.44a | 226.05±143.42a | 162.49±137.74a | ||
全氮Total nitrogen (g·kg-1) | 2.74±0.14c | 3.11±0.13b | 3.36±0.09a | 2.79±0.13c | ||
全磷Total phosphorus (g·kg-1) | 0.76±0.04b | 0.79±0.10b | 0.88±0.16a | 0.80±0.10b | ||
全钾Total potassium (g·kg-1) | 5.16±0.13b | 5.19±0.15b | 5.88±0.22a | 5.20±0.13b | ||
水环境 Water environment | 硝态氮Nitrate nitrogen (t·a-1) | 48.71 | 36.83 | 36.80 | 36.29 | |
总氮Total nitrogen (t·a-1) | 125.36 | 115.80 | 113.42 | 112.91 | ||
总磷Total phosphorus (t·a-1) | 80.80 | 68.73 | 68.11 | 68.08 | ||
经济指标 Economic indicator | 化肥投入成本Fertilizer input cost (¥·hm-2) | 5 196.30 | 5 437.62 | 5 223.14 | 6 637.62 | |
作物年产量Annual crop yield (kg·hm-2) | 10 500.05 | 11 000.06 | 11 500.06 | 9 000.05 | ||
土壤肥力指标数据通过实地取样分析获取; 水环境数据由SWAT模型模拟得出; 肥料投入成本按照茶园所需肥料总量和单价计算, 未将各肥料种类和单价写出。CK, YJ, HS和GL处理如表 2所示。不同小写字母表示不同化肥减施技术间在P < 0.05水平差异显著。Soil fertility index data is obtained through field sampling analysis; water environment index data is simulated by SWAT model; fertilizer input cost is calculated with the amount of fertilizer applied and price, and the types and unit prices of fertilizers are not showed. The means of CK, YJ, HS and GL treatments are shown in table 2. Different lowercases letters mean significant differences among different chemical fertilizer reduction techniques at P < 0.05 level. |

表6勐邦库区流域茶园不同化肥减施技术环境效应综合评价
Table6.Comprehensive evaluation of environmental benefits of different chemical fertilizer reduction techniques in tea garden of the Mengbang Reservoir Basin
化肥减施技术 Fertilizer reduction technology | 土壤肥力效益 Soil fertility benefit | 水环境效益 Water environmental benefit | 经济效益 Economic benefit | 综合效益 Comprehensive benefit |
CK | 0.38 | 0.00 | 0.76 | 0.33 |
GL | 0.07 | 1.00 | 0.00 | 0.43 |
HS | 0.96 | 0.97 | 0.99 | 0.97 |
YJ | 0.41 | 0.89 | 0.81 | 0.72 |
CK、YJ、HS和GL处理如表 2所示。The means of CK, YJ, HS and GL treatments are shown in the table 2. |

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