基于室外气象信息的温室通风期室内参考作物蒸发蒸腾量估算模型
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河南省自然科学基金项目(242300420035)、国家自然科学基金项目(51809094、52279052)和河南省科技攻关计划项目(242102110567)


Calculation Model of Reference Crop Evapotranspiration in Greenhouse Based on Outdoor Meteorological Data during Ventilation
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    摘要:

    为实现温室作物灌溉管理的便利化,构建了基于室外气象信息估算温室通风期室内参考作物蒸发蒸腾量(Reference evapotranspiration, ETo)模型。于2020、2021年5—6月在塑料大棚牧草栽培条件下开展试验研究,利用Penman-Monteith(PM)方程计算了温室内部和外部ETo,并分析了温室内外ETo的辐射分量(Radiative component ofETo, ETo,rad)和平流分量(Advective component ofETo, ETo,adv)变化特征,通过引入辐射透射率τ和风速衰减率ω分别对方程中的辐射分项方程和平流分项方程进行了改进,构建了基于室外气象信息估算室内ETo简易模型。结果表明:温室内平均ETo、ETo,rad和ETo,adv较室外分别减少45.6%、17.1%和94.0%;试验期间辐射分量衰减因子ζrad、平流分量衰减因子ζadv和总通量衰减因子ζo总体上表现为ζrad>ζo>ζadv,2年平均ζrad较ζo和ζadv分别高23.1%~33.3%和90.1%~93.3%。ζrad与τ以及ζadv与ω之间存在极显著线性关系(P<0.01),决定系数(R2)分别为0.74和0.90,平均绝对误差(MAE)分别为0.07和0.04,均方根误差(RMSE)分别为0.09和0.05。构建的基于室外气象信息估算室内ETo简易模型方程包括室外净辐射、空气温度、水汽压差和风速4个气象因子以及τ、ω 2个温室特征因子,通过与实测结果比较发现模型精度稳健,R2为0.96,MAE和RMSE分别为0.17、0.22mm/d。该模型精度高、参数少、易获取,为温室群灌溉管理便利化提供了方法参考。

    Abstract:

    Aiming to facilitate irrigation management of crops grown in greenhouse, a model was developed to estimate the reference evapotranspiration (ETo) inside greenhouse during ventilation by using outdoor meteorological data. An experimental study was carried out in May—June 2020, 2021 under grass cultivation conditions in a plastic greenhouse. The Penman-Monteith (PM) equation was used to calculate ETo inside and outside the plastic greenhouse, and variations of the ETo radiative component (ETo,rad) and the ETo advection component (ETo,adv) inside and outside were also analyzed. Thereafter, the radiative transmittance τ and wind speed attenuation rate ω were introduced to improve the radiative and advection sub-equations of the ETo equation, then a simple model for estimating indoor ETo was constructed based on outdoor meteorological data. The results showed that the average ETo, ETo,rad, and ETo, adv of indoors were decreased by 45.6%, 17.1%, and 94.0%, respectively, compared with that of outdoors. During the experiment, the attenuation factors of radiation components ζrad, advection components ζadv, and total flux ζo showed a tendency of ζrad >ζo > ζadv. The two years average ζradwas 23.1% to 33.3% and 90.1% to 93.3% higher than that of ζo and ζadv, respectively. Furthermore,a highly significant linear relationship (P<0.01) between ζrad and τ, as well as between ζadv and ω was found, with R2 of 0.74 and 0.90, MAE of 0.07 and 0.04, RMSE of 0.09 and 0.05, respectively. The simple model equation for estimating indoor ETo based on outdoor meteorological information included four meteorological parameters, including net radiation, air temperature, water vapour pressure deficit, and wind speed, moreover, two greenhouse characteristic factors,τand ω were also considered. The developed model was robust by comparing with the measurements, with R2 of 0.96, MAE and RMSE of 0.17mm/d and 0.22mm/d, respectively. This model developed had high precision and few parameters, and was easy to obtain, which can provide a reference method for the facilitation of greenhouse group irrigation management.

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龚雪文,李雨,葛建坤,刘浩,李欢欢,强小嫚,张磊.基于室外气象信息的温室通风期室内参考作物蒸发蒸腾量估算模型[J].农业机械学报,2025,56(6):649-659. GONG Xuewen, LI Yu, GE Jiankun, LIU Hao, LI Huanhuan, QIANG Xiaoman, ZHANG Lei. Calculation Model of Reference Crop Evapotranspiration in Greenhouse Based on Outdoor Meteorological Data during Ventilation[J]. Transactions of the Chinese Society for Agricultural Machinery,2025,56(6):649-659.

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  • 收稿日期:2024-12-17
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  • 在线发布日期: 2025-06-10
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