气候变化对马铃薯产量和淀粉含量的影响

IF 5.6 1区 农林科学 Q1 AGRONOMY
M. Gouerou , M. Visse-Mansiaux , Y. Brostaux , C. Deleu , F. Val , L. Leport , B. Dupuis
{"title":"气候变化对马铃薯产量和淀粉含量的影响","authors":"M. Gouerou ,&nbsp;M. Visse-Mansiaux ,&nbsp;Y. Brostaux ,&nbsp;C. Deleu ,&nbsp;F. Val ,&nbsp;L. Leport ,&nbsp;B. Dupuis","doi":"10.1016/j.fcr.2025.109951","DOIUrl":null,"url":null,"abstract":"<div><div>Potato (<em>Solanum tuberosum</em> L.) ranks as the fourth most important food crop after rice, wheat, and maize. In the literature, models have been developed to predict potato yield evolution due to climate change, projecting a decrease in production across various regions. This study was conducted on field data collected over 31 years in five contrasting sites in the Western Alps, Switzerland. Results show that 24 % of yield variation can be explained by the genotype, and 50 % by the environment. Among the studied meteorological conditions influencing the yield<em>,</em> 1) “total precipitation from tuber initiation to tuber harvest”, 2) “sum of solar irradiation from planting to maturity”, 3) “average temperature from planting to maturity” and, 4) “sum of daily maximal temperature from planting to maturity”, were the most important variables. The third variable exhibits a positive linear relationship with yield up to an average temperature of 16.5 °C during the growth season. Beyond this threshold, the relationship becomes negative and results in yield loss. Using this unprecedented dataset, we estimated potential yield losses in the Western Alps of Switzerland by the end of the century under three different Representative Concentration Pathway (RCP) scenarios (<em>i.e.</em> 2.6, 4.5, 8.5). In the short term, by 2035, yield losses are projected to range from 3.2 % to 15.0 % regardless of the scenarios. By 2060, RCP 4.5 and RCP 8.5 predict the highest losses, reaching 22.7–50.3 % compared to the 1990–2020 average yield. The most significant loss was predicted under the RCP 8.5 long-term scenario, by 2085, with yield losses ranging from 24.2 % to 84.6 %. These losses are attributed to an estimated precipitation decrease of 42 % compared to the average of the past 30 years and a +7.2 °C increase in average temperature during the potato growth season. Except in the case of RCP 2.6, which estimates low yield losses compared to 1990–2020, this study anticipates significant yield losses by the end of the century in Switzerland. To mitigate these losses due to climate change, potential adaptation strategies include the adoption of drought or heat-stress-resistant genotypes, enhancements in irrigation systems, adjustments of planting schedules, and relocating planting sites to higher elevations. In addition, the G x E interaction effect should be considered in breeding strategies, to cope with climate change impacts on potato yield and to grow genotypes better adapted to their environment.</div></div>","PeriodicalId":12143,"journal":{"name":"Field Crops Research","volume":"330 ","pages":"Article 109951"},"PeriodicalIF":5.6000,"publicationDate":"2025-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Effect of climate change on potato yield and starch content\",\"authors\":\"M. Gouerou ,&nbsp;M. Visse-Mansiaux ,&nbsp;Y. Brostaux ,&nbsp;C. Deleu ,&nbsp;F. Val ,&nbsp;L. Leport ,&nbsp;B. Dupuis\",\"doi\":\"10.1016/j.fcr.2025.109951\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Potato (<em>Solanum tuberosum</em> L.) ranks as the fourth most important food crop after rice, wheat, and maize. In the literature, models have been developed to predict potato yield evolution due to climate change, projecting a decrease in production across various regions. This study was conducted on field data collected over 31 years in five contrasting sites in the Western Alps, Switzerland. Results show that 24 % of yield variation can be explained by the genotype, and 50 % by the environment. Among the studied meteorological conditions influencing the yield<em>,</em> 1) “total precipitation from tuber initiation to tuber harvest”, 2) “sum of solar irradiation from planting to maturity”, 3) “average temperature from planting to maturity” and, 4) “sum of daily maximal temperature from planting to maturity”, were the most important variables. The third variable exhibits a positive linear relationship with yield up to an average temperature of 16.5 °C during the growth season. Beyond this threshold, the relationship becomes negative and results in yield loss. Using this unprecedented dataset, we estimated potential yield losses in the Western Alps of Switzerland by the end of the century under three different Representative Concentration Pathway (RCP) scenarios (<em>i.e.</em> 2.6, 4.5, 8.5). In the short term, by 2035, yield losses are projected to range from 3.2 % to 15.0 % regardless of the scenarios. By 2060, RCP 4.5 and RCP 8.5 predict the highest losses, reaching 22.7–50.3 % compared to the 1990–2020 average yield. The most significant loss was predicted under the RCP 8.5 long-term scenario, by 2085, with yield losses ranging from 24.2 % to 84.6 %. These losses are attributed to an estimated precipitation decrease of 42 % compared to the average of the past 30 years and a +7.2 °C increase in average temperature during the potato growth season. Except in the case of RCP 2.6, which estimates low yield losses compared to 1990–2020, this study anticipates significant yield losses by the end of the century in Switzerland. To mitigate these losses due to climate change, potential adaptation strategies include the adoption of drought or heat-stress-resistant genotypes, enhancements in irrigation systems, adjustments of planting schedules, and relocating planting sites to higher elevations. In addition, the G x E interaction effect should be considered in breeding strategies, to cope with climate change impacts on potato yield and to grow genotypes better adapted to their environment.</div></div>\",\"PeriodicalId\":12143,\"journal\":{\"name\":\"Field Crops Research\",\"volume\":\"330 \",\"pages\":\"Article 109951\"},\"PeriodicalIF\":5.6000,\"publicationDate\":\"2025-05-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Field Crops Research\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0378429025002163\",\"RegionNum\":1,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRONOMY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Field Crops Research","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0378429025002163","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRONOMY","Score":null,"Total":0}
引用次数: 0

摘要

马铃薯(Solanum tuberosum L.)是继水稻、小麦和玉米之后的第四大重要粮食作物。在文献中,已经开发了模型来预测气候变化导致的马铃薯产量演变,预测不同地区的产量会减少。这项研究是在瑞士西阿尔卑斯山的五个不同地点进行的,收集了31年的实地数据。结果表明,24% %的产量变异可由基因型解释,50% %的产量变异可由环境解释。在研究的影响产量的气象条件中,1)“从块茎形成到块茎收获的总降水量”、2)“从种植到成熟的太阳辐照总和”、3)“从种植到成熟的平均温度”和4)“从种植到成熟的日最高温度总和”是最重要的变量。第三个变量在生长季节平均温度为16.5 °C之前与产量呈正线性关系。超过这个阈值,关系变为负相关并导致产量损失。利用这一前所未有的数据集,我们估计了在三种不同的代表性浓度路径(RCP)情景(即2.6、4.5和8.5)下,到本世纪末瑞士西阿尔卑斯山的潜在产量损失。在短期内,到2035年,无论情景如何,产量损失预计将在3.2% %至15.0% %之间。到2060年,RCP 4.5和RCP 8.5预计损失最大,与1990-2020年的平均产量相比,损失将达到22.7-50.3 %。预计到2085年,在RCP 8.5长期情景下损失最大,产量损失范围为24.2% %至84.6 %。造成这些损失的原因是,与过去30年的平均值相比,估计降雨量减少了42% %,马铃薯生长季节的平均气温上升了+7.2 °C。除了估计与1990-2020年相比产量损失较低的RCP 2.6之外,本研究预计到本世纪末瑞士的产量将遭受重大损失。为了减轻气候变化造成的这些损失,潜在的适应策略包括采用抗旱或抗热胁迫基因型,改进灌溉系统,调整种植时间表,以及将种植地点迁往更高海拔地区。此外,在育种策略中应考虑gx E互作效应,以应对气候变化对马铃薯产量的影响,并培育出更适应环境的基因型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effect of climate change on potato yield and starch content
Potato (Solanum tuberosum L.) ranks as the fourth most important food crop after rice, wheat, and maize. In the literature, models have been developed to predict potato yield evolution due to climate change, projecting a decrease in production across various regions. This study was conducted on field data collected over 31 years in five contrasting sites in the Western Alps, Switzerland. Results show that 24 % of yield variation can be explained by the genotype, and 50 % by the environment. Among the studied meteorological conditions influencing the yield, 1) “total precipitation from tuber initiation to tuber harvest”, 2) “sum of solar irradiation from planting to maturity”, 3) “average temperature from planting to maturity” and, 4) “sum of daily maximal temperature from planting to maturity”, were the most important variables. The third variable exhibits a positive linear relationship with yield up to an average temperature of 16.5 °C during the growth season. Beyond this threshold, the relationship becomes negative and results in yield loss. Using this unprecedented dataset, we estimated potential yield losses in the Western Alps of Switzerland by the end of the century under three different Representative Concentration Pathway (RCP) scenarios (i.e. 2.6, 4.5, 8.5). In the short term, by 2035, yield losses are projected to range from 3.2 % to 15.0 % regardless of the scenarios. By 2060, RCP 4.5 and RCP 8.5 predict the highest losses, reaching 22.7–50.3 % compared to the 1990–2020 average yield. The most significant loss was predicted under the RCP 8.5 long-term scenario, by 2085, with yield losses ranging from 24.2 % to 84.6 %. These losses are attributed to an estimated precipitation decrease of 42 % compared to the average of the past 30 years and a +7.2 °C increase in average temperature during the potato growth season. Except in the case of RCP 2.6, which estimates low yield losses compared to 1990–2020, this study anticipates significant yield losses by the end of the century in Switzerland. To mitigate these losses due to climate change, potential adaptation strategies include the adoption of drought or heat-stress-resistant genotypes, enhancements in irrigation systems, adjustments of planting schedules, and relocating planting sites to higher elevations. In addition, the G x E interaction effect should be considered in breeding strategies, to cope with climate change impacts on potato yield and to grow genotypes better adapted to their environment.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Field Crops Research
Field Crops Research 农林科学-农艺学
CiteScore
9.60
自引率
12.10%
发文量
307
审稿时长
46 days
期刊介绍: Field Crops Research is an international journal publishing scientific articles on: √ experimental and modelling research at field, farm and landscape levels on temperate and tropical crops and cropping systems, with a focus on crop ecology and physiology, agronomy, and plant genetics and breeding.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信