Cudjoe Daniel K, Virlet Nicolas, Castle March, Riche Andrew B, Mhada Manal, Waine Toby W, Mohareb Fady, Hawkesford Malcolm J
Sustainable Soils and Crops, Rothamsted Research, Harpenden, United Kingdom.
School of Water, Energy and Environment, Cranfield University, Cranfield, Bedfordshire, United Kingdom.
Front Plant Sci. 2023 Oct 4;14:1219673. doi: 10.3389/fpls.2023.1219673. eCollection 2023.
Improvements in crop productivity are required to meet the dietary demands of the rapidly-increasing African population. The development of key staple crop cultivars that are high-yielding and resilient to biotic and abiotic stresses is essential. To contribute to this objective, high-throughput plant phenotyping approaches are important enablers for the African plant science community to measure complex quantitative phenotypes and to establish the genetic basis of agriculturally relevant traits. These advances will facilitate the screening of germplasm for optimum performance and adaptation to low-input agriculture and resource-constrained environments. Increasing the capacity to investigate plant function and structure through non-invasive technologies is an effective strategy to aid plant breeding and additionally may contribute to precision agriculture. However, despite the significant global advances in basic knowledge and sensor technology for plant phenotyping, Africa still lags behind in the development and implementation of these systems due to several practical, financial, geographical and political barriers. Currently, field phenotyping is mostly carried out by manual methods that are prone to error, costly, labor-intensive and may come with adverse economic implications. Therefore, improvements in advanced field phenotyping capabilities and appropriate implementation are key factors for success in modern breeding and agricultural monitoring. In this review, we provide an overview of the current state of field phenotyping and the challenges limiting its implementation in some African countries. We suggest that the lack of appropriate field phenotyping infrastructures is impeding the development of improved crop cultivars and will have a detrimental impact on the agricultural sector and on food security. We highlight the prospects for integrating emerging and advanced low-cost phenotyping technologies into breeding protocols and characterizing crop responses to environmental challenges in field experimentation. Finally, we explore strategies for overcoming the barriers and maximizing the full potential of emerging field phenotyping technologies in African agriculture. This review paper will open new windows and provide new perspectives for breeders and the entire plant science community in Africa.
提高作物生产力是满足非洲人口快速增长的饮食需求所必需的。培育高产且能抵御生物和非生物胁迫的主要作物关键品种至关重要。为实现这一目标,高通量植物表型分析方法是非洲植物科学界测量复杂数量性状并建立农业相关性状遗传基础的重要推动因素。这些进展将有助于筛选种质以实现最佳性能,并适应低投入农业和资源受限环境。通过非侵入性技术增强研究植物功能和结构的能力是辅助植物育种的有效策略,此外还可能有助于精准农业。然而,尽管全球在植物表型分析的基础知识和传感器技术方面取得了重大进展,但由于一些实际、资金、地理和政治障碍,非洲在这些系统的开发和应用方面仍落后。目前,田间表型分析大多通过人工方法进行,这些方法容易出错、成本高、劳动强度大,可能还会带来不利的经济影响。因此,提高先进的田间表型分析能力并进行适当应用是现代育种和农业监测取得成功的关键因素。在本综述中,我们概述了田间表型分析的现状以及限制其在一些非洲国家应用的挑战。我们认为缺乏适当的田间表型分析基础设施正在阻碍改良作物品种的开发,并将对农业部门和粮食安全产生不利影响。我们强调将新兴和先进的低成本表型分析技术整合到育种方案中以及在田间试验中表征作物对环境挑战的响应的前景。最后,我们探讨克服障碍并最大限度发挥新兴田间表型分析技术在非洲农业中全部潜力的策略。这篇综述文章将为非洲的育种者和整个植物科学界打开新的窗口并提供新的视角。