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Frost tolerance in wild potato species: Assessing the predictivity of taxonomic, geographic, and ecological factors

机译:野生马铃薯品种的抗冻性:评估生物分类,地理和生态因素的可预测性

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摘要

The use of genetic resources could be more effective and efficient if we were able to predict the presence or absence of useful traits in different populations or accessions. We analyzed the extent to which taxonomic, geographic and ecological factors can predict the presence of frost tolerance in wild potatoes. We used screening data for 1646 samples from 87 species that had been collected in 12 countries in the Americas. There was a strong association of frost tolerance with species and to a lesser extent with taxonomic series. There was significant geographic clustering of areas with wild potatoes with similar levels of frost tolerance. Areas with a high level of frost tolerance are the central and southern Peruvian Andes, the lowlands of Argentina and adjacent areas, and a small area in the central Chilean Andes. There is a greater chance of finding wild potatoes with high levels of frost tolerance in areas with a yearly mean minimum temperature below 3 °C than there is in warmer areas. However, temperature is only a weak predictor of frost tolerance. Temperature data alone did not predict observed frost tolerance in eastern Argentina/Uruguay and falsely predicted it in the southwestern United States. Because many wild potato species occur over small areas, taxonomic, ecological, and geographical factors are difficult to disentangle.
机译:如果我们能够预测不同人群或种质中有用性状的存在与否,则遗传资源的利用将更为有效。我们分析了分类学,地理和生态因素在多大程度上可以预测野土豆耐冻性的程度。我们使用了来自美洲12个国家/地区的87个物种的1646个样本的筛选数据。耐寒性与物种之间有很强的联系,而与分类学系列的联系则较小。霜冻耐受性相似的野生马铃薯地区存在明显的地理集群。霜冻耐受性较高的地区是秘鲁安第斯山脉中部和南部,阿根廷的低地及邻近地区,以及智利安第斯山脉中部的一小区域。与在温暖地区相比,在年平均最低温度低于3°C的地区,发现具有较高抗霜冻能力的野土豆的可能性更大。但是,温度只是霜冻耐受性的弱预测指标。单靠温度数据并不能预测阿根廷/乌拉圭东部观察到的抗霜冻能力,而在美国西南部则有错误的预测。由于许多野生马铃薯物种分布在小区域,因此难以区分生物分类学,生态学和地理因素。

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