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Spider: spatial extrapolation of the vine water status at the whole denomination scale from a reference site

机译:蜘蛛:从参考点到整个面额尺度的葡萄水状况的空间推断

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Aim : The objective of this work was to test an approach to extrapolate the vine water status (Ψ) over a whole denomination. The method has already been tested at the field level, but it has never been validated on a spatial scale that large.Methods and results : The extrapolation model is based on an empirical approach that relies on a reference measurement and a spatial model of Ψ. Experiments were carried out over the 2946 ha of the denomination of Tavel (Gard, France). This site exhibits significant spatial variability in soil composition (three different soil units) and elevation, it is not irrigated and has a Mediterranean climate. This context leads to strong spatial variability in Ψ. Focusing on the most common grape variety used in the denomination, Grenache, a data base of predawn leaf water potential (PLWP) was built over three consecutive years (2008, 2009 and 2010). Respectively 10, 24 and 24 sites located throughout the denomination have been monitored for PLWP. The monitoring consisted respectively in 7, 10 and 9 measurement dates throughout the growing season. The spatial model was calibrated from 2009 and 2010 data and the prediction was tested on 2008 data. The results showed that the approach was completely transferable to a large territory like Tavel. The model significantly improved the quality of the prediction (R2 = 0.9) compared to a conventional non-spatial method based on the mean values (R2 = 0.61).Conclusion: On the basis of a single measurement taken at time “t” on a reference site, the model makes it possible to estimate Ψ on any site of the study area. The results, therefore, demonstrated the ability to extrapolate a PLWP measurement made on a reference site over the whole denomination constituted of three different soil units.Significance and impact of the study: This study represents a significant step since it demonstrates the existence of a spatial model of Ψ at a scale larger than the single field. It provides critical knowledge to consider the use of an empirical spatial model across a relatively large territory. This step opens up the possibility to provide spatial extrapolation model of Ψ based on data assimilation or existing data base.
机译:目的:这项工作的目的是测试一种在整个面额上外推藤蔓水状态(Ψ)的方法。该方法已经在现场进行了测试,但从未在较大的空间规模上得到验证。方法和结果:外推模型基于经验方法,该方法依赖于参考测量和spatial的空间模型。实验在2946公顷的塔维尔(法国加德)面额上进行。该地点在土壤成分(三种不同的土壤单位)和海拔高度上表现出明显的空间变异性,没有经过灌溉,属于地中海气候。这种情况导致strong的空间变异性强。歌海娜(Grenache)着眼于该教派使用的最常见的葡萄品种,已连续三年(2008年,2009年和2010年)建立了黎明前叶水势(PLWP)的数据库。监测了整个派别中分别有10、24和24个站点的PLWP。在整个生长季节,监测分别包含7、10和9个测量日期。根据2009年和2010年的数据对空间模型进行了校准,并根据2008年的数据对预测进行了检验。结果表明,该方法可以完全转移到Tavel这样的大区域。与基于平均值(R2 = 0.61)的常规非空间方法相比,该模型显着提高了预测质量(R2 = 0.9)。结论:基于在时间“ t”进行的一次测量参考站点,该模型可以在研究区域的任何站点上估算。因此,结果证明了可以在由三个不同土壤单元构成的整个面额上对参考地点进行的PLWP测量推断的能力。研究的意义和影响:该研究代表了重要的一步,因为它证明了空间的存在。模型的规模大于单个字段。它提供了重要的知识,可以考虑在相对较大的领土上使用经验空间模型。此步骤为基于数据同化或现有数据库提供spatial空间外推模型提供了可能性。

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