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A modelling approach to explore nitrogen fertilisation practices of growers and their consequences in apple orchards

机译:探索种植者氮肥施用方式及其对苹果园的后果的建模方法

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Modelling can be a powerful tool to help us understand and evaluate farmers' practices. It can provide us with references that can then be compared to farmers' practices. We applied this type of modelling approach in order to understand and to evaluate N fertilisation in apple orchards. We used Epistics, an agronomic model that simulates the N and water dynamics in apple orchards and that generates N fertilisation schedules by using a supply demand approach over fixed planning horizons. A scheduleis characterised by a total N amount and an application timing. These types of model-generated schedules were evaluated on nitrate leaching and fulfilment of crop N requirements. Schedule generation was performed with different weightings of these two objectives. Farmers' practices were compared to fertilisation schedules generated by Epistics, either with user-defined or with optimised parameters of schedule generation. Model analysis showed that not taking environmental risks into account led to considerable over-fertilisation (e.g., mean of 141kg N/ha/yr for year 2003 for all plots) with high leaching. With limited consideration of environmental risks, a sharp decrease of the model-generated total N amount to be applied per ha and per year was observed (e.g., mean of 57kg N/ha/yr for year 2003 for all plots) without restricting fulfilment of N requirements. Farmers' fertilisation practices were similar to those generated by the model that took limited environmental risks into account. They corresponded, on average, to a moderate over-fertilisation, aimed at fulfilling about twice the crop N requirements. For a given total N amount to be applied per ha and per year, the farmers' different fertilisation timing did not influence N leaching or the fulfilment of crop N requirements. Although the variability of total N amounts applied by farmers is partly unexplained, this approach, which combines the analysis and evaluation of farmers' practices, contributed to understanding and improving farmers' fertilisation practices.
机译:建模可以成为帮助我们了解和评估农民实践的有力工具。它可以为我们提供参考,然后可以将其与农民的做法进行比较。为了理解和评估苹果园中的氮肥,我们应用了这种类型的建模方法。我们使用了农业模型Epistics,该模型可模拟苹果园中的N和水动态,并通过在固定计划范围内使用供应需求方法生成N个施肥计划。进度表的特征在于总的N量和应用时间。这些类型的模型生成的时间表是根据硝酸盐浸出和作物氮素需求的满足进行评估的。在这两个目标的权重不同的情况下执行了计划生成。将农民的做法与Epistics生成的施肥计划进行比较,该计划既可以使用用户定义的,也可以使用计划生成的优化参数进行。模型分析表明,不考虑环境风险会导致大量浸肥(例如,2003年所有地块平均141千克氮/公顷/年)。在对环境风险的有限考虑下,观察到模型生成的每公顷和每年要施用的总氮量急剧下降(例如,所有地块2003年的平均值为57千克氮/公顷/年),而没有限制N个要求。农民的施肥做法类似于该模型所产生的考虑有限环境风险的做法。平均而言,它们对应于适度的过度施肥,旨在满足两倍的作物氮需求。对于给定的每公顷和每年施用的总氮量,农民的不同施肥时间不会影响氮的淋失或作物对氮的需求。尽管部分解释了农民施用的氮素总量的变化,但这种方法结合了对农民实践的分析和评估,有助于理解和改善农民的施肥习惯。

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