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Retrospective 70 y-spatial analysis of repeated vine mortality patterns using ancient aerial time series, Pléiades images and multi-source spatial and field data

机译:使用古代空中时间序列,P宿星图像和多源空间和田野数据对葡萄藤反复死亡模式进行回顾性70 y空间分析

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摘要

For any wine estate, there is a need to demarcate homogeneous within-vineyard zones (‘terroirs’) so as to manage grape production, which depends on vine biological condition. Until now, the studies performing digital zoning of terroirs have relied on recent spatial data and scant attention has been paid to ancient geoinformation likely to retrace past biological condition of vines and especially occurrence of vine mortality. Is vine mortality characterized by recurrent and specific patterns and if so, are these patterns related to terroir units and/or past landuse? This study aimed at performing a historical and spatial tracing of vine mortality patterns using a long time-series of aerial survey images (1947–2010), in combination with recent data: soil apparent electrical conductivity EM38 measurements, very high resolution Pléiades satellite images, and a detailed field survey. Within a 6 ha-estate in the Southern Rhone Valley, landuse and planting history were retraced and the map of missing vines frequency was constructed from the whole time series including a 2015-Pléiades panchromatic band. Within-field terroir units were obtained from a support vector machine classifier computed on the spectral bands and NDVI of Pléiades images, EM38 data and morphometric data.Repeated spatial patterns of missing vines were highlighted throughout several plantings, uprootings, and vine replacements, and appeared to match some within-field terroir units, being explained by their specific soil characteristics, vine/soil management choices and the past landuse of the 1940s. Missing vines frequency was spatially correlated with topsoil CaCO3 content, and negatively correlated with topsoil iron, clay, total N, organic C contents and NDVI. A retrospective spatio-temporal assessment of terroir therefore brings a renewed focus on some key parameters for maintaining a sustainable grape production.
机译:对于任何葡萄酒产区,都需要划定葡萄园内均匀的区域(“风土”),以管理取决于葡萄生物学状况的葡萄生产。到目前为止,对风土进行数字分区的研究一直依赖于最新的空间数据,而对古代地理信息的关注却很少,这很可能会追溯到葡萄树的过去生物学状况,尤其是葡萄树死亡的发生。葡萄树的死亡率是否具有周期性和特定的模式特征?如果是,这些模式是否与风土单位和/或过去的土地利用有关?这项研究旨在利用长期的航测图像(1947年至2010年),结合最近的数据,对葡萄的死亡模式进行历史和空间追踪:土壤表观电导率EM38测量,高分辨率的l星卫星图像,以及详细的实地调查。在南罗纳河谷6公顷的土地内,追溯了土地利用和种植历史,并从整个时间序列(包括2015-Pléiades全色波段)构建了缺失葡萄藤频率的图。从支持向量机分类器获得田间风土单位,该分类器通过计算P的图像的光谱带和NDVI,EM38数据和形态计量数据得到了清晰的结果。与某些田间风土单元相匹配,可以通过其特定的土壤特征,葡萄树/土壤管理选择和1940年代的过去土地使用来解释。葡萄藤缺失频率与表土中CaCO3含量在空间上相关,而与表土中铁,粘土,总氮,有机碳含量和NDVI负相关。因此,对风土的时空回顾性评估使人们重新关注了一些维持葡萄可持续生产的关键参数。

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