Model-based climate change adaptational potential and productivity of some cowpea genotypes and its sensitivity to bias adjustment

IF 3.5 Q1 AGRONOMY
Grace Adusei, Moses Kwame Aidoo, A. Srivastava, J. Asibuo, T. Gaiser
{"title":"Model-based climate change adaptational potential and productivity of some cowpea genotypes and its sensitivity to bias adjustment","authors":"Grace Adusei, Moses Kwame Aidoo, A. Srivastava, J. Asibuo, T. Gaiser","doi":"10.3389/fagro.2023.1144219","DOIUrl":null,"url":null,"abstract":"Grain legumes are essential for the protein supply to an ever-growing population in Africa. However, little is known about the adaptational potential and thus resilience to abiotic stress of major grain legumes under future climatic change for the evaluation of climate change impact and adaptation. This study assessed the adaptation potential of some cowpea genotypes to future climate change in the moist (Kumasi—Ghana) and dry savanna (Ouagadougou—Burkina Faso) biomes of West Africa based on a validated process-based SIMPLACE model using the output of four global circulation models (GCMs) for two shared socioeconomic pathways (SSPs, i.e., ssp126 and 585). In addition, it assesses the sensitivity of the cowpea model to bias corrections of the GCM outputs. In comparison of future socioeconomic pathways with historic time series, the use of bias-corrected climate model output slightly increased the rate of the phenological development of the genotypes in the future period except in Ouagadougou, in the ssp585 scenario. Without bias correction, this increase of the rate of phenological development in the future scenarios was less pronounced. With bias correction, the total aboveground biomass and yield of all genotypes were reduced in both SSPs. The change in the average water stress and phosphorous stress were genotype specific. Despite a general yield decline in both SSPs, the genotypes Asontem and GH6060 exhibited the adaptational potential to future climate change in the moist and dry savanna biomes. This is by a higher accumulation of total aboveground biomass, higher yield, and tolerance to high temperature as well as high water use and photosynthetic efficiency due to higher atmospheric carbon dioxide concentrations, despite faster phenological development.","PeriodicalId":34038,"journal":{"name":"Frontiers in Agronomy","volume":" ","pages":""},"PeriodicalIF":3.5000,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Agronomy","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3389/fagro.2023.1144219","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRONOMY","Score":null,"Total":0}
引用次数: 0

Abstract

Grain legumes are essential for the protein supply to an ever-growing population in Africa. However, little is known about the adaptational potential and thus resilience to abiotic stress of major grain legumes under future climatic change for the evaluation of climate change impact and adaptation. This study assessed the adaptation potential of some cowpea genotypes to future climate change in the moist (Kumasi—Ghana) and dry savanna (Ouagadougou—Burkina Faso) biomes of West Africa based on a validated process-based SIMPLACE model using the output of four global circulation models (GCMs) for two shared socioeconomic pathways (SSPs, i.e., ssp126 and 585). In addition, it assesses the sensitivity of the cowpea model to bias corrections of the GCM outputs. In comparison of future socioeconomic pathways with historic time series, the use of bias-corrected climate model output slightly increased the rate of the phenological development of the genotypes in the future period except in Ouagadougou, in the ssp585 scenario. Without bias correction, this increase of the rate of phenological development in the future scenarios was less pronounced. With bias correction, the total aboveground biomass and yield of all genotypes were reduced in both SSPs. The change in the average water stress and phosphorous stress were genotype specific. Despite a general yield decline in both SSPs, the genotypes Asontem and GH6060 exhibited the adaptational potential to future climate change in the moist and dry savanna biomes. This is by a higher accumulation of total aboveground biomass, higher yield, and tolerance to high temperature as well as high water use and photosynthetic efficiency due to higher atmospheric carbon dioxide concentrations, despite faster phenological development.
基于模型的豇豆基因型气候变化适应潜力和生产力及其对偏倚调整的敏感性
谷物豆类对非洲不断增长的人口的蛋白质供应至关重要。然而,在评估气候变化影响和适应方面,人们对主要谷物豆类在未来气候变化下的适应潜力以及对非生物胁迫的抵御能力知之甚少。这项研究评估了西非潮湿(库马西-加纳)和干燥稀树草原(瓦加杜古-布基纳法索)生物群落中一些豇豆基因型对未来气候变化的适应潜力,该研究基于基于验证过程的SIMPLACE模型,该模型使用了两种共享社会经济途径(SSP,即ssp126和585)的四个全球循环模型(GCM)的输出。此外,它还评估了豇豆模型对GCM输出偏差校正的敏感性。与历史时间序列的未来社会经济路径相比,在ssp585情景中,使用偏差校正的气候模型输出略微提高了除瓦加杜古以外的未来时期基因型的表型发展率。在没有偏差校正的情况下,在未来情景中,这种酚类发育速率的增加不那么明显。通过偏差校正,两个SSP中所有基因型的地上总生物量和产量都降低了。平均水分胁迫和磷胁迫的变化具有基因型特异性。尽管两个SSP的产量普遍下降,但基因型Asontem和GH6060在潮湿和干燥的热带草原生物群落中表现出对未来气候变化的适应潜力。这是由于地上总生物量的积累更高,产量更高,对高温的耐受性,以及由于大气中二氧化碳浓度更高而导致的高水分利用和光合效率,尽管酚类发育更快。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Frontiers in Agronomy
Frontiers in Agronomy Agricultural and Biological Sciences-Agricultural and Biological Sciences (miscellaneous)
CiteScore
4.80
自引率
0.00%
发文量
123
审稿时长
13 weeks
×
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