Original Research ARTICLE
Can high throughput phenotyping help food security in the Mediterranean area?
- 1Department of European and Mediterranean Cultures, University of Basilicata, Italy
- 2Metapontum Agrobios Research Center, Lucana Agency for Development and Innovation in Agriculture, Italy
- 3Valagro SpA, Italy
- 4Institute of Bioscience and Bioresources, National Research Council, Italy
- 5Istituto Materiali per Elettronica e Magnetismo (IMEM), Italy
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.
Keywords: High throughput phenotyping, digital biovolume, Water use efficiency, biostimulants, Genetic resources, Durum wheat (T. Durum L.), Tomato
Received: 30 Oct 2018;
Accepted: 07 Jan 2019.
Edited by:Stuart A. Casson, University of Sheffield, United Kingdom
Reviewed by:Robert D. Hall, Wageningen University & Research, Netherlands
Radmila Stikic, University of Belgrade, Serbia
Copyright: © 2019 Danzi, Briglia, Petrozza, Summerer, Povero, Stivaletta, Cellini, Pignone, De Paola and Janni. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Dr. Michela Janni, Institute of Bioscience and Bioresources, National Research Council, Napoli, Italy, email@example.com