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Field trials and phenotyping platforms

Genetic analysis (QTL mapping) and ecophysiological analysis were performed based on large databases collected from field and platform trials. Field experiments aimed to determine the yield response of SolACE panels to variations in resource availability. Phenotyping platforms and experiments under controlled conditions aimed to collect data on root architecture and microbiome response to combined resource imitations.

A wide range of wheat genotypes were tested in four field trials under control and combined stress conditions. 250 bread wheat genotypes were tested in field trials in Levroux, France and Gréoux-les-Bains, France. A further 250 durum wheat genotypes were tested in field trials in Foggia, Italy and Mauguio, France. Furthermore, the large diversity panels were phenotyped at the root level in phenotyping platform trials in Louvain, Belgium and Dijon, France.

In a second step, 80 selected genotypes (40 bread wheat and 40 durum wheat) were selected to be analysed in greater detail in semi-controlled field trials in Gréoux-les-Bains and Clermont, France and Copenhagen, Denmark as well as in a phenotyping platform in Montpellier, France.

In addition to the bread and durum wheat trials, 24 potato varieties were also being tested in a potato greenhouse platform in Dundee, Scottland.

Genetic information from these large-scale and targeted trials were combined in a modelling framework which couples Functional Structural Plant Models (FSPM) and crop models in order to improve our understanding of crop performance under limitations.

News about the phenotype trials

Exploring the contribution of root architecture to the diversity of responses to water and nitrogen deficit in the field

A strong understanding of the root architecture and root traits of bread and durum wheat is essential to design genotypes which cope better with water and nutrient deficiencies. To address this, high-throughput experiments were performed in root phenotyping platforms in Dijon and Louvain on the complete SolACE diversity panels.


Previously, the yield response to water and nitrogen deficit of the SolACE durum and bread wheat diversity panels was determined in the field. More recently, SolACE has started using phenotyping platforms to address whether root architecture may contribute to the diversity of responses observed in the field.

Three types of experiments were carried out on the complete bread and durum wheat panels (more than 500 genotypes in total).

The first experiment monitors the development of root system architecture in a 2D rhizotube system (4PMI, INRA-Dijon, France) (see first 3 pictures). Roots grow along the inner face of a cylindric plexiglas tube, between the tube wall and a thin blue fabric which separates the root from the substrate. Conditions are controlled, including the quantity of nutrient solution delivered per plant. Every day, each rhizotube is weighed and a picture of the root system is captured. The 4PMI platform allows precise and complete monitoring of the growth and development of the root systems.

The second monitors the development of root system architecture in a 3D aeroponics system (RootPhAir, UCLouvain, Belgium) (see pictures 4 to 8). Plant roots do not encounter any physical resistance under these conditions. A nutrient solution is sprayed to maintain a film of nutrient solution at the root surface. Each root system is photographed every two hours, which provides high temporal and spatial resolution time-lapse sequences.

Finally, the third experiment evaluates the seminal root angle following germination (UCLouvain, Belgium) (see picture 9). It relies on a pouch system, where seeds are allowed to germinate on a vertical filter paper and are imaged after three days. This system facilitates the measurement of seminal root angle, which is thought to be a predictor of topsoil exploration during crop establishment.

These three systems are non-invasive and affordable. It is indeed not easy to access the root systems of plants in the field with such detail and resolution.  These experiments have yielded millions of images that are currently being analysed and will generate values of root traits, in particular dynamic traits (e.g. root growth rate, emergence, maximum length, apical diameter). The pouch experiment has already confirmed a very high heritability for the root angle in the durum and bread wheat panels. Furthermore, preliminary results suggest a significant sensitivity of the seminal root angle to the water potential in the pouch and, presumably, to the topsoil water potential during germination in field conditions.

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