Affordable and robust phenotyping framework to analyse root system architecture of soil-grown plants

被引:37
作者
Bontpart, Thibaut [1 ]
Concha, Cristobal [1 ]
Giuffrida, Mario Valerio [2 ,3 ]
Robertson, Ingrid [1 ]
Admkie, Kassahun [4 ]
Degefu, Tulu [5 ]
Girma, Nigusie [4 ]
Tesfaye, Kassahun [6 ,7 ]
Haileselassie, Teklehaimanot [6 ]
Fikre, Asnake [4 ,5 ]
Fetene, Masresha [6 ,8 ]
Tsaftaris, Sotirios A. [2 ]
Doerner, Peter [1 ]
机构
[1] Univ Edinburgh, Sch Biol Sci, Inst Mol Plant Sci, Edinburgh EH9 3BF, Midlothian, Scotland
[2] Univ Edinburgh, Sch Engn, Inst Digital Commun, Edinburgh EH9 3FG, Midlothian, Scotland
[3] Edinburgh Napier Univ, Sch Comp, Merchiston Campus, Edinburgh EH10 5DT, Midlothian, Scotland
[4] Ethiopian Inst Agr Res, POB 32, Debre Zeit, Oromia, Ethiopia
[5] Int Crops Res Inst Semi Arid Trop, ICRISAT Ethiopia, ILRI Campus,POB 5689, Addis Ababa, Ethiopia
[6] Addis Ababa Univ, Coll Nat Sci, POB 1176, Addis Ababa, Ethiopia
[7] Ethiopian Biotechnol Inst, POB 5954, Addis Ababa, Ethiopia
[8] Ethiopian Acad Sci, POB 32228, Addis Ababa, Ethiopia
基金
英国生物技术与生命科学研究理事会;
关键词
image-based plant phenotyping; root system architecture; rhizobox; Cicer arietinum; Raspberry Pi; Phenotiki; technical advance; CICER-ARIETINUM L; TERMINAL DROUGHT; TRAITS; SHOOT; ARABIDOPSIS; VARIABILITY; RHIZOTRON; YIELD; RESPONSES; INSIGHTS;
D O I
10.1111/tpj.14877
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
The phenotypic analysis of root system growth is important to inform efforts to enhance plant resource acquisition from soils; however, root phenotyping remains challenging because of the opacity of soil, requiring systems that facilitate root system visibility and image acquisition. Previously reported systems require costly or bespoke materials not available in most countries, where breeders need tools to select varieties best adapted to local soils and field conditions. Here, we report an affordable soil-based growth (rhizobox) and imaging system to phenotype root development in glasshouses or shelters. All components of the system are made from locally available commodity components, facilitating the adoption of this affordable technology in low-income countries. The rhizobox is large enough (approximately 6000 cm(2)of visible soil) to avoid restricting vertical root system growth for most if not all of the life cycle, yet light enough (approximately 21 kg when filled with soil) for routine handling. Support structures and an imaging station, with five cameras covering the whole soil surface, complement the rhizoboxes. Images are acquired via the Phenotiki sensor interface, collected, stitched and analysed. Root system architecture (RSA) parameters are quantified without intervention. The RSAs of a dicot species (Cicer arietinum, chickpea) and a monocot species (Hordeum vulgare, barley), exhibiting contrasting root systems, were analysed. Insights into root system dynamics during vegetative and reproductive stages of the chickpea life cycle were obtained. This affordable system is relevant for efforts in Ethiopia and other low- and middle-income countries to enhance crop yields and climate resilience sustainably.
引用
收藏
页码:2330 / 2343
页数:14
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