Evaluating common bean elite lines in two contrasting ecologies of north India: eco-phenological dynamics and environment relations to crop yields.

IF 3 3区 地球科学 Q2 BIOPHYSICS
T Basavaraja, A Tripathi, K K Hazra, Rahul Chandora, S Gurumurthy, J C Rana, A Pratap, M Singh, R C Kanishka, G P Dixit
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Abstract

Common bean is traditionally cultivated in the hilly regions of India, but recent breeding efforts aim to introduce this crop into non-traditional plain areas. In this study, twenty-nine exotic common bean lines, along with three local checks, were evaluated using an augmented design in Shimla (Northern Hill Zone, NHZ) during rainy season (July-November) and in Kanpur (Northern Plain Zone, NPZ) during winter (November-March) across two consecutive years (2020-2022). The study objective was to evaluate site-specific genotypic responses to environmental factors, eco-phenological dynamics, genotype-by-environment interactions, and identify superior exotic breeding lines of common bean. Results indicated that crop yield in NPZ was 33-41% lower compared to NHZ. The vegetative and reproductive phases were extended by 7.8-8.7 days and 5.3-6.7 days, respectively, in NPZ compared to NHZ. Notably, minimum temperatures during flowering (TMINF) and the reproductive period (TMINR), along with relative humidity, showed significant positive associations with yield, highlighting the crop's sensitivity to low temperatures in NPZ. Multivariate analysis revealed that extended crop duration and lower TMINF and TMINR negatively affected yield. Linear mixed-model analysis confirmed that variation in crop-stage-specific temperatures and the lengths of vegetative and reproductive phases, driven by environmental factors, significantly influenced crop yield. The accessions EC931971, EC931452, and ARUN, which exhibited longer reproductive phases, higher seed weight, and more pods plant- 1, were identified as high-yielding and stable lines. The study suggests that breeding for low-temperature tolerance is crucial for improving yields in NPZ, and the identified exotic lines could be valuable genetic resources for crop improvement programs.

在印度北部两种不同生态环境中评价普通豆类优良系:生态物候动态和环境与作物产量的关系。
普通豆传统上是在印度的丘陵地区种植的,但最近的育种努力旨在将这种作物引入非传统的平原地区。本研究连续两年(2020-2022)在雨季(7 - 11月)在西姆拉(北部山地区,NHZ)和冬季(11月- 3月)在坎普尔(北部平原区,NPZ)使用增强设计评估了29种外来普通豆系以及三种当地检查。研究目的是评价环境因子、生态物候动态、基因型与环境相互作用对菜豆基因型的响应,并鉴定优良的外来育种品系。结果表明,NPZ的作物产量比NHZ低33-41%。NPZ的营养期和生殖期分别比NHZ延长了7.8 ~ 8.7 d和5.3 ~ 6.7 d。值得注意的是,花期最低温度(TMINF)和繁殖期最低温度(TMINR)以及相对湿度与产量呈显著正相关,突出了作物对NPZ低温的敏感性。多因素分析表明,延长作物生育期、降低TMINF和TMINR对产量有负影响。线性混合模型分析证实,在环境因素的驱动下,作物阶段特定温度以及营养和生殖阶段长度的变化显著影响作物产量。EC931971、EC931452和ARUN表现出较长的繁殖期、较高的粒重和较多的荚果植株- 1,是高产稳产品系。研究表明,选育耐低温品种对提高NPZ的产量至关重要,所鉴定的外来品系可作为作物改良计划的宝贵遗传资源。
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来源期刊
CiteScore
6.40
自引率
9.40%
发文量
183
审稿时长
1 months
期刊介绍: The Journal publishes original research papers, review articles and short communications on studies examining the interactions between living organisms and factors of the natural and artificial atmospheric environment. Living organisms extend from single cell organisms, to plants and animals, including humans. The atmospheric environment includes climate and weather, electromagnetic radiation, and chemical and biological pollutants. The journal embraces basic and applied research and practical aspects such as living conditions, agriculture, forestry, and health. The journal is published for the International Society of Biometeorology, and most membership categories include a subscription to the Journal.
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