王维刚, 史海滨, 李仙岳, 孙亚楠, 郑倩, 张文聪, 王国帅, 周慧, 闫妍, 窦旭. SWAT模拟耕作方式与盐分对区域土壤氮运移及作物产量影响[J]. 农业工程学报, 2022, 38(3): 55-65. DOI: 10.11975/j.issn.1002-6819.2022.03.007
    引用本文: 王维刚, 史海滨, 李仙岳, 孙亚楠, 郑倩, 张文聪, 王国帅, 周慧, 闫妍, 窦旭. SWAT模拟耕作方式与盐分对区域土壤氮运移及作物产量影响[J]. 农业工程学报, 2022, 38(3): 55-65. DOI: 10.11975/j.issn.1002-6819.2022.03.007
    Wang Weigang, Shi Haibin, Li Xianyue, Sun Yanan, Zheng Qian, Zhang Wencong, Wang Guoshuai, Zhou Hui, Yan Yan, Dou Xu. Effects of tillage modes and soil salinity on regional nitrate nitrogen transport and crop yields using a SWAT model[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2022, 38(3): 55-65. DOI: 10.11975/j.issn.1002-6819.2022.03.007
    Citation: Wang Weigang, Shi Haibin, Li Xianyue, Sun Yanan, Zheng Qian, Zhang Wencong, Wang Guoshuai, Zhou Hui, Yan Yan, Dou Xu. Effects of tillage modes and soil salinity on regional nitrate nitrogen transport and crop yields using a SWAT model[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2022, 38(3): 55-65. DOI: 10.11975/j.issn.1002-6819.2022.03.007

    SWAT模拟耕作方式与盐分对区域土壤氮运移及作物产量影响

    Effects of tillage modes and soil salinity on regional nitrate nitrogen transport and crop yields using a SWAT model

    • 摘要: 耕作方式与土壤盐渍化是影响河套灌区氮素流失及作物产量的重要因素。明确不同耕作方式与盐渍化水平下硝态氮运移量及作物产量的变化,可为制定合理的灌区耕作措施及盐渍化治理方案提供理论依据,对于揭示灌区氮素流失控制及不同作物增产潜力具有重要意义。该研究基于验证后的SWAT(Soil and Water Assessment Tool)模型,以河套灌区2种主要土壤类型为研究对象,设置不耕作(指不添加耕作管理,CK)、免耕(T1)、少耕(T2)、常规春耕(T3)和模板犁(T4)5种耕作处理,非盐化土(S1)、轻度(S2)、中度(S3)、重度(S4)4种盐分水平,研究耕作方式与土壤盐分对灌区产水量、作物吸氮量、硝态氮淋溶量及运移量、作物产量的影响。结果表明:耕作方式与土壤盐分对区域总产水量、作物吸氮量、硝态氮淋溶量、硝态氮运移及作物产量均有显著影响(P<0.05)。其中,区域产水量、硝态氮淋溶量、不同水文路径(地表、侧向和地下径流)硝态氮运移量及小麦产量均随耕作混合深度与混合效率的增加逐渐减少;作物吸氮量、玉米与葵花产量均随耕作混合深度与混合效率的增加逐渐增加。与CK相比,模板犁耕作作物吸氮量平均增加11.78%,硝态氮淋溶量平均减少16.5%,有效降低了土壤养分流失和地下水污染。增加土壤盐分通过降低土壤层有效持水量,显著增加了区域总产水量、硝态氮淋溶量(草甸盐土除外)及硝态氮地下运移量,减少了作物吸氮量和作物产量。与非盐化土相比,重度盐化土处理小麦、玉米、葵花产量平均显著减少19.15%、27.31%、26%(P<0.05)。增加土壤盐分相比转变耕作方式更能影响区域产水量、土壤养分和作物产量。因此,为更好解决灌区污染严重和作物产量下降等问题,仍需将区域土壤盐渍化防控与治理放在首要位置。

       

      Abstract: A Soil and Water Assessment Tool (SWAT) model was selected to simulate the dynamic changes of water and fertilizer migration, and crop yields under different tillage modes and soil salinization levels. The Hetao Irrigation District with the complex spatial variability of soil salinity were taken as the research object, where three areas were divided: Jiefangzha, Yongji, and Yichang irrigation area. Some parameters were utilized for the simulation and verification of the model, including eight runoff and seven nitrate-nitrogen variables. At the same time, five parameters of crop growth were selected using the existing research. Finally, the specific values of each variable were measured at the outlets of irrigation areas. The soil types were also the cumulic anthrosols and mollic solonchaks in the study area. Four salinity levels were set under the two soil types, according to the grades of non-salinized soil (S1), lightly salinized soil (S2), moderately salinized soil (S3), and heavily salinized soil (S4). At the same time, five farming treatments were selected in the long-term farming mode: no-tillage management (CK), no tillage (T1), less tillage (T2), conventional spring tillage (T3), and template plowing (T4). A systematic investigation was then made on the effects of tillage modes and soil salinization on water production, crop nitrogen uptake, nitrate-nitrogen leaching and transportation, as well as the crop yields in the irrigation areas. As such, the salinized soil was be adjusted to reduce environmental pollution, while promoting the grain production, and the sustainable development of agriculture. The results show that the SWAT model with the calibrated parameters performed better than before to directly verify the runoff and nitrate nitrogen, where the determination coefficient R2, and the efficiency coefficient were not less than 0.69 and 0.58, respectively, while the absolute value of the Relative Error (RE) was less than 10%. The simulated and measured crop yields were basically distributed near the 1:1 line, where the efficiency coefficient and R2 values in the calibration and validation period were not less than 0.93 and 0.94, respectively, and the RE absolute value was less than 4%. The validated SWAT model presented an excellent performance to simulate the water production, nitrate-nitrogen transport, and crop yield in the irrigation areas. There were some significant effects of tillage modes and soil salinity on the total regional water production, crop nitrogen uptake, nitrate-nitrogen leaching, nitrate-nitrogen transport, and crop yield (P<0.05). Among them, the regional water production, nitrate-nitrogen leaching, nitrate-nitrogen transport run in different hydrological paths, whereas, the wheat yield gradually decreased, with the increase of tillage mixing depth and efficiency. The amount of nitrogen uptake by crops and the yield of corn and sunflower gradually increased, with the increase of mixing depth and efficiency. The nitrogen uptake of template plowing crops increased by 11.78% on average, and the nitrate-nitrogen leached volume was reduced by 16.5% on average, indicating an effective reduction in the soil nutrient loss and groundwater pollution. In addition, the output of maize and sunflower increased but the output of wheat decreased, compared with no-tillage treatment. The increase in the soil salinity significantly increased the total regional water production, and nitrate-nitrogen leaching (except for the Mollic Solonchaks). The effective water holding capacity of the soil layer greatly contributed to reducingthe underground nitrate nitrogen transport, as well as the amount of crop nitrogen uptake and crop yield. The yields of wheat, maize, and sunflower in the treatment of heavily saline soil were significantly reduced by 19.15%, 27.31%, and 26% on average (P<0.05), compared with non-salinized soil. There was a more significant impact of soil salinity on the regional water production, soil nutrients, and crop yields, compared with the tillage modes. Therefore, a strong recommendation can be addressed to focus on the prevention, control, and treatment of regional soil salinization, in order to better manage the serious pollution in the irrigation areas and crop yields. This finding can also provide a theoretical basis for the sustainable development of agriculture in the Hetao Irrigation District.

       

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