ArticleFrontiers in plant science2019
Can High Throughput Phenotyping Help Food Security in the Mediterranean Area?
Article in Frontiers in plant science, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed.
- Uncovering natural variation inFrontiers in plant science · 2026Article
- High-throughput plant phenotyping identifies and discriminates biotic and abiotic stresses in tomato.Plant phenomics (Washington, D.C.) · 2025Article
- Phenotyping as a tool to study the impact of seed priming and arbuscular mycorrhizal fungi on tomato response to water limitation.FEMS microbiology letters · 2025Article
- Physiological and image-based phenotyping assessment of waterlogging responses of three kiwifruit rootstocks and grafting combinations.Frontiers in plant science · 2025Article
- Article
- Field phenotyping for African crops: overview and perspectives.Frontiers in plant science · 2023Review
- Plant responses to climate change, how global warming may impact on food security: a critical review.Frontiers in plant science · 2023Review
- Presence and future of plant phenotyping approaches in biostimulant research and development.Journal of experimental botany · 2022Review
- New approaches to improve crop tolerance to biotic and abiotic stresses.Physiologia plantarum · 2022Review
- Resources for image-based high-throughput phenotyping in crops and data sharing challenges.Plant physiology · 2021Article
- Equitable mitigation to achieve the 1.5 °C goal in the Mediterranean Basin.Climatic change · 2021Article
- Integration of Phenomics and Metabolomics Datasets Reveals Different Mode of Action of Biostimulants Based on Protein Hydrolysates inFrontiers in plant science · 2021Article
- Drought Tolerant Near Isogenic Lines of Pusa 44 Pyramided WithFrontiers in plant science · 2021Article
- Conventional and Molecular Techniques from Simple Breeding to Speed Breeding in Crop Plants: Recent Advances and Future Outlook.International journal of molecular sciences · 2020Review
- Opportunities and Limitations of Crop Phenotyping in Southern European Countries.Frontiers in plant science · 2019Review
- Nondestructive Phenomic Tools for the Prediction of Heat and Drought Tolerance at Anthesis inPlant phenomics (Washington, D.C.) · 2019Article
- Article
Corrections and comments
- Erratum issued
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
According to the IPCC 2014 report the Mediterranean region will be affected by strong climatic changes, both in terms of average temperature and of precipitations regime. This area hosts some half a billion people and the impact on food production will be severe. To implement a climate smart agriculture paradigm and a sustainable increase of agricultural productivity different approaches can be deployed. Agriculture alone consumes 70% of the entire water available on the planet, thus the observed reduction of useful rainfall and growing costs for irrigation water may severely constrain food security. In our work we focused on two typical Mediterranean crops: durum wheat, a rainfed crop, and tomato, an irrigated one. In wheat we explored the possibility of identifying genotypes resilient to water stress for future breeding aims, while in tomato we explored the possibility of using biostimulants to increase the plant capacity of using water. In order to achieve these targets, we used high throughput phenotyping (HTP). Two traits were considered: digital biovolume, a measure based on imaging techniques in the RGB domain, and Water Use Efficiency index as calculated semi-automatically on the basis of evaporation measurements resulting in a high throughput, non-destructive, non-invasive approach, as opposed to destructive and time consuming traditional methods. Our results clearly indicate that HTP is able to discriminate genotypes and biostimulant treatments that allow plants to use soil water more efficiently. In addition, these methods based on RGB quality images can easily be scaled to field phenotyping structure USVs or UAVs.
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