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Strategies for the Development of Core Collections Based on Ecogeographical Data

机译:基于生态地理数据的核心资源开发策略

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摘要

Ecogeographical data complement genotypic and phenotypic information on plant genetic resources and provide an alternative characterization when resources are scarce. Ecogeographical core collections can be created by directly characterizing georeferenced collecting sites or by assigning them categories from ecogeographical land characterization maps (CEM). Our objective was to determine the suitability of core collections based solely on ecogeographical data and the most appropriate combination of grouping and allocation methods in representativeness and simplicity. Using six Lupinus species as case studies and peninsular Spain and the Balearic Islands as workspace, we evaluated 16 ecogeographical core collections obtained by applying different grouping and allocation methods. Six core collection strategies met existing standard representativeness criteria and performed better than random selection of accessions. The Ward-Modified Location Model (Ward-MLM) and two-step clustering (TSC) with proportional allocation strategy (P) produced the most representative core collections. Grouping according to CEM with P allocation also produced a highly representative core collection but through a simpler procedure. In conclusion, ecogeographical data can be used to create representative core collections with similar strategies to those used with genotypic or phenotypic data or simpler ones such as CEM, which is easy to apply and update.
机译:生态地理数据补充了有关植物遗传资源的基因型和表型信息,并在资源匮乏时提供了替代特征。可以通过直接对地理参考收集站点进行特征化或从生态地理土地特征图(CEM)中分配类别来创建生态地理核心资源集。我们的目标是仅根据生态地理数据以及代表性和简单性的分组和分配方法的最适当组合来确定核心馆藏的适用性。以六个羽扇豆为案例研究,以西班牙半岛和巴利阿里群岛为工作区,我们评估了16种通过应用不同的分组和分配方法获得的生态地理核心资源。六种核心收集策略符合现有的标准代表性标准,并且表现优于随机选择种质。 Ward-Modified位置模型(Ward-MLM)和带有比例分配策略(P)的两步聚类(TSC)产生了最具代表性的核心收藏。根据CEM与P分配进行分组,也可以通过更简单的过程生成具有高度代表性的核心集合。总之,生态地理数据可用于创建具有代表性的核心馆藏,其策略与用于基因型或表型数据或诸如CEM的简单数据集的策略类似,易于应用和更新。

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