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Phylogenetic farming: Can evolutionary history predict crop rotation via the soil microbiome?

机译:系统发育养殖:进化历史可以通过土壤微生物组预测作物旋转?

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摘要

Agriculture has long employed phylogenetic rules whereby farmers are encouraged to rotate taxonomically unrelated plants in shared soil. Although this forms a central tenet of sustainable agriculture, strangely, this on‐farm “rule of thumb” has never been rigorously tested in a scientific framework. To experimentally evaluate the relationship between phylogenetic distance and crop performance, we used a plant–soil feedback approach whereby 35 crops and weeds varying in their relatedness to tomato ( ) were tested in a two‐year field experiment. We used community profiling of the bacteria and fungi to determine the extent to which soil microbes contribute to phenotypic differences in crop growth. Overall, tomato yield was ca. 15% lower in soil previously cultivated with tomato; yet, past the species level there was no effect of phylogenetic distance on crop performance. Soil microbial communities, on the other hand, were compositionally more similar between close plant relatives. Random forest regression predicted log phylogenetic distance to tomato with moderate accuracy (  = .52), primarily driven by bacteria in the genus . These data indicate that, beyond avoiding conspecifics, evolutionary history contributes little to understanding plant–soil feedbacks in agricultural fields; however, microbial legacies can be predicted by species identity and relatedness.
机译:农业已经长期雇用了系统发育规则,鼓励农民在共用土壤中旋转分类无关的植物。虽然这形成了一个可持续农业的中央宗旨,但奇怪的是,这个农场“经验法则”在科学框架中从未经过严格测试。为了通过实验评估系统发育距离和作物性能之间的关系,我们使用了植物 - 土壤反馈方法,其中35种作物和杂草在他们的相关性与番茄()的相关性上进行了影响,在两年的田间实验中测试。我们使用细菌和真菌的社区分析来确定土壤微生物的程度导致作物生长的表型差异。总体而言,番茄产量是加利福尼亚州。用番茄以前栽培的土壤中15%降低;然而,过去的物种水平没有影响作物性能的系统发育距离。另一方面,土壤微生物群落在密闭植物亲属之间具有成型更相似。随机森林回归预测与中等精度的对番茄的数影发育距离( = .52),主要由属的细菌驱动。这些数据表明,除了避免的消除方法之外,进化历史会有助于了解农业领域的植物土反馈;然而,可以通过物种形式和相关性来预测微生物遗产。

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