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管理马铃薯生物多样性以应对安第斯山脉高海拔地区的霜冻风险:建模视角

Managing potato biodiversity to cope with frost risk in the high Andes: a modeling perspective.

作者信息

Condori Bruno, Hijmans Robert J, Ledent Jean Francois, Quiroz Roberto

机构信息

Liaison Office in Bolivia, International Potato Center, La Paz, La Paz, Bolivia.

Department of Environmental Science and Policy, University of California, Davis, Davis, California, United States of America.

出版信息

PLoS One. 2014 Jan 30;9(1):e81510. doi: 10.1371/journal.pone.0081510. eCollection 2014.

Abstract

Austral summer frosts in the Andean highlands are ubiquitous throughout the crop cycle, causing yield losses. In spite of the existing warming trend, climate change models forecast high variability, including freezing temperatures. As the potato center of origin, the region has a rich biodiversity which includes a set of frost resistant genotypes. Four contrasting potato genotypes--representing genetic variability--were considered in the present study: two species of frost resistant native potatoes (the bitter Solanum juzepczukii, var. Luki, and the non-bitter Solanum ajanhuiri, var. Ajanhuiri) and two commercial frost susceptible genotypes (Solanum tuberosum ssp. tuberosum var. Alpha and Solanum tuberosum ssp. andigenum var. Gendarme). The objective of the study was to conduct a comparative growth analysis of four genotypes and modeling their agronomic response under frost events. It included assessing their performance under Andean contrasting agroecological conditions. Independent subsets of data from four field experiments were used to parameterize, calibrate and validate a potato growth model. The validated model was used to ascertain the importance of biodiversity, represented by the four genotypes tested, as constituents of germplasm mixtures in single plots used by local farmers, a coping strategy in the face of climate variability. Also scenarios with a frost routine incorporated in the model were constructed. Luki and Ajanhuiri were the most frost resistant varieties whereas Alpha was the most susceptible. Luki and Ajanhuiri, as monoculture, outperformed the yield obtained with the mixtures under severe frosts. These results highlight the role played by local frost tolerant varieties, and featured the management importance--e.g. clean seed, strategic watering--to attain the yields reported in our experiments. The mixtures of local and introduced potatoes can thus not only provide the products demanded by the markets but also reduce the impact of frosts and thus the vulnerability of the system to abiotic stressors.

摘要

安第斯高地的南半球夏季霜冻在整个作物生长周期中普遍存在,导致产量损失。尽管目前存在变暖趋势,但气候变化模型预测变化幅度很大,包括出现冰冻温度。作为马铃薯的起源中心,该地区拥有丰富的生物多样性,其中包括一些抗霜冻基因型。本研究考虑了四种具有代表性的马铃薯基因型,它们代表了遗传变异性:两种抗霜冻的本地马铃薯品种(苦味的朱泽普氏茄,变种卢基,和非苦味的阿扬胡里茄,变种阿扬胡里)以及两种商业上易受霜冻影响的基因型(普通栽培种马铃薯,变种阿尔法,和安第斯栽培种马铃薯,变种宪兵)。该研究的目的是对这四种基因型进行比较生长分析,并模拟它们在霜冻事件下的农艺反应。这包括评估它们在安第斯不同农业生态条件下的表现。来自四个田间试验的独立数据集用于参数化、校准和验证一个马铃薯生长模型。经过验证的模型被用来确定由所测试的四种基因型所代表的生物多样性作为当地农民在单块土地上使用的种质混合物成分的重要性,这是面对气候变化的一种应对策略。此外,还构建了模型中包含霜冻常规情况的情景。卢基和阿扬胡里是最抗霜冻的品种,而阿尔法是最敏感的。作为单一栽培品种,卢基和阿扬胡里在严重霜冻下的产量超过了混合种植的产量。这些结果突出了当地抗霜冻品种所起的作用,并强调了管理的重要性,例如使用清洁种子、进行策略性灌溉,以达到我们实验中所报告的产量。因此,当地马铃薯和引进马铃薯的混合种植不仅可以提供市场所需的产品,还可以减少霜冻的影响,从而降低系统对非生物胁迫的脆弱性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8edb/3907385/8dc9b2b36ba5/pone.0081510.g001.jpg

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