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Greenhouses climate modelling. Tests, adaptation and validation of a dynamic climate model

机译:温室气候模拟。动态气候模型的测试,适应和验证

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摘要

Most greenhouse climate models are specific for a particular combination of greenhouse type, crop, region and weather conditions. Models are formulated and validated for those conditions and it is not easy to directly extrapolate them to other, different conditions. In order to use them the coefficients need to be calibrated by experimental work, followed by validation of the adapted model. The main purpose of this work was the application of a formal dynamic climate model, defined and validated for heated greenhouses in continental regions of Spain, to non heated greenhouses in a mild winter region at the coast of Portugal. The original model was tested, adapted and validated so it simulated the microclimate inside unheated greenhouses. The methodology used enabled the problems to be identified, the model to be modified in a systematic way and then re-run to determine the improved performance. The new model includes new properties for some boundary components and sub-models for ventilation and stomatal resistance applicable to this greenhouse-crop system and new expressions for the convection heat transfer coefficients. In the validation process predicted and measured variables were compared graphically to show trends in the data and by using statistical parameters to characterise model performance. The model was validated with data representing different weather, ventilation operation and tomato crop conditions. Good agreement between predicted and measured data was obtained. It has been proved that this model can be used to estimate the greenhouse climate conditions, based on the weather conditions and on the greenhouse-crop system characteristics.
机译:大多数温室气候模型是特定于温室类型,作物,地区和天气条件的特定组合。针对这些条件制定并验证了模型,将其直接外推至其他不同条件并不容易。为了使用它们,需要通过实验工作来校准系数,然后验证适配模型。这项工作的主要目的是将正式的动态气候模型应用到葡萄牙沿海温和冬季地区的非加热温室中,该模型已针对西班牙大陆地区的加热温室进行了定义和验证。对原始模型进行了测试,调整和验证,从而模拟了未加热温室内的小气候。所使用的方法论能够确定问题,以系统的方式修改模型,然后重新运行以确定改进的性能。新模型包括一些适用于该温室作物系统的边界成分的新属性和通风和气孔阻力子模型,以及对流传热系数的新表达式。在验证过程中,以图形方式比较了预测变量和测量变量,以显示数据趋势,并使用统计参数来表征模型性能。该模型已用代表不同天气,通风操作和番茄作物状况的数据进行了验证。在预测数据和测量数据之间取得了良好的一致性。业已证明,该模型可用于根据天气条件和温室-作物系统特性估算温室气候条件。

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