基于单作物系数法的温室秋季生菜蒸散量估算及验证OACSTPCD
Estimation and verification of autumn lettuce evapotranspiration in greenhouse based on single crop coefficient method
[目的]基于单作物系数法估算温室秋季生菜蒸散量.[方法]通过 2021-2022年温室秋季生菜试验,根据各生育期影响因素修正 FAO-56 推荐作物系数值,即生育前期根据 ET0 值和灌溉频率修正,生育中期和生育后期根据气象因素和株高修正,并采用单作物系数法对温室生菜蒸散量进行估算,以称重式蒸渗仪实测蒸散量 ETcm为标准值对蒸散量估算值 ETcs进行验证.[结果]不同试验年度逐日 ET0均呈逐渐降低变化趋势,介于 1.18~2.44 mm/d.温室生菜作物系数修正值(Kc adj)和实测值(Kc loc)均在生育前期最高,2 a均值分别为 0.74±0.13和 0.76±0.13;进入快速发育期后二者均呈降低趋势,并在生育中后期逐渐稳定在 0.5~0.6.各生育阶段的 Kc adj较 FAO 推荐值(Kc FAO)更接近实测值(Kc loc),Kc adj和 Kc loc相对误差介于-6.7%~5.4%.应用修正单作物系数法估算温室秋季生菜ETcs与实测ETcm的日均值分别为 1.310 mm/d和1.283 mm/d,决定系数(R2)、平均绝对误差(MAE)、均方根误差(RMSE)、一致性指数(d)分别为 0.975、0.176 mm/d、0.222 mm/d、0.955.[结论]修正单作物系数法能够较为准确的估算温室秋季生菜蒸散量.
[Objective]The variation in evapotranspiration is an important parameter in irrigation design.In this paper,we propose and verify a modified single crop coefficient method to calculate the evapotranspiration of greenhouse lettuce.[Method]The experiment was conducted in autumn from 2021 to 2022 in a greenhouse grown with lettuce.The crop coefficient was calculated using the formula recommended by FAO-56,with the calculated crop coefficient for initial growth stage being modified based on ET0 and irrigation frequency,while for other growing stages it was modified based on meteorological factors and plant height.The modified single crop coefficient was then used to calculate the evapotranspiration of the lettuce,with the calculated results being validated against measured data from weighing lysimeters.[Result]The mean reference crop evapotranspiration(ET0)of the lettuce varied between 1.18 to 2.44 mm/d,but showed a decreasing trend from 2021 to 2022.The modified crop coefficient and measured crop coefficient both peaked at the initial stage,with their associated two-year average being 0.74±0.13 and 0.76±0.13,respectively.As the crop grew,both crop coefficients asymptotically decreased to 0.5~0.6 in the middle and later growing stages.The modified crop coefficient was closer to the measured crop coefficient than that calculated from the formula recommended by the FAO-56,with the relative error between them ranging from-6.7%to 5.4%.The mean estimated and the measured evapotranspiration of the lettuce in autumn were 1.310 mm/d and 1.283 mm/d,respectively.The determination coefficient,the mean absolute error,root mean square error and the index of the agreement between the measured and estimated evapotranspiration were 0.975,0.176 mm/d,0.222 mm/d and 0.955,respectively.[Conclusion]The modified single crop coefficient is more accurate than that calculated from the formula recommended by the FAO-56 for estimating the evapotranspiration of greenhouse lettuce.
武佳乐;李银坤;张钟莉莉;刘美英;刘胜尧;贾丽娟
内蒙古农业大学草原与资源环境学院/内蒙古自治区土壤质量与养分资源重点实验室,呼和浩特 010018||北京市农林科学院智能装备技术研究中心,北京 100097北京市农林科学院智能装备技术研究中心,北京 100097内蒙古农业大学草原与资源环境学院/内蒙古自治区土壤质量与养分资源重点实验室,呼和浩特 010018河北省农林科学院农业信息与经济研究所,石家庄 050051北京市农林科学院智能装备技术研究中心,北京 100097||河北农业大学农学院,河北保定 071001
园艺学与植物营养学
温室生菜单作物系数蒸散量参考作物蒸散量称重式蒸渗仪
greenhouse lettucesingle crop coefficientevapotranspirationreference crop evapotranspirationweighing lysimeter
《灌溉排水学报》 2024 (004)
9-14 / 6
国家重点研发计划(2022YFD1900404-02);河北省重点研发计划项目(21326904D);河北省现代农业产业技术体系(HBCT2023100214)
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