Articles | Volume 11, issue 1
https://doi.org/10.5194/soil-11-67-2025
https://doi.org/10.5194/soil-11-67-2025
Original research article
 | 
24 Jan 2025
Original research article |  | 24 Jan 2025

Closing the phenotyping gap with non-invasive belowground field phenotyping

Guillaume Blanchy, Waldo Deroo, Tom De Swaef, Peter Lootens, Paul Quataert, Isabel Roldán-Ruíz, Roelof Versteeg, and Sarah Garré

Data sets

2023 HYDRAS Proof of concept experiment with soybean genotypes T.De Swaef et al. https://doi.org/10.5281/zenodo.14175354

Model code and software

``Closing the Phenotyping Gap with Non-Invasive Belowground Field Phenotyping'' G. Blanchy and S. Garré https://zenodo.org/records/14673647

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Short summary
This work implemented automated electrical resistivity tomography (ERT) for belowground field phenotyping alongside conventional field breeding techniques, thereby closing the phenotyping gap. We show that ERT is not only capable of measuring differences between crops but also has sufficient precision to capture the differences between genotypes of the same crop. We automatically derive indicators, which can be translated to static and dynamic plant traits, directly useful for breeders.