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Can High Throughput Phenotyping Help Food Security in the Mediterranean Area?
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 agricul...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6355677/ https://www.ncbi.nlm.nih.gov/pubmed/30740116 http://dx.doi.org/10.3389/fpls.2019.00015 |
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author | Danzi, Donatella Briglia, Nunzio Petrozza, Angelo Summerer, Stephan Povero, Giovanni Stivaletta, Alberto Cellini, Francesco Pignone, Domenico De Paola, Domenico Janni, Michela |
author_facet | Danzi, Donatella Briglia, Nunzio Petrozza, Angelo Summerer, Stephan Povero, Giovanni Stivaletta, Alberto Cellini, Francesco Pignone, Domenico De Paola, Domenico Janni, Michela |
author_sort | Danzi, Donatella |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6355677 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-63556772019-02-08 Can High Throughput Phenotyping Help Food Security in the Mediterranean Area? Danzi, Donatella Briglia, Nunzio Petrozza, Angelo Summerer, Stephan Povero, Giovanni Stivaletta, Alberto Cellini, Francesco Pignone, Domenico De Paola, Domenico Janni, Michela Front Plant Sci Plant Science 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. Frontiers Media S.A. 2019-01-25 /pmc/articles/PMC6355677/ /pubmed/30740116 http://dx.doi.org/10.3389/fpls.2019.00015 Text en Copyright © 2019 Danzi, Briglia, Petrozza, Summerer, Povero, Stivaletta, Cellini, Pignone, De Paola and Janni. http://creativecommons.org/licenses/by/4.0/ 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. |
spellingShingle | Plant Science Danzi, Donatella Briglia, Nunzio Petrozza, Angelo Summerer, Stephan Povero, Giovanni Stivaletta, Alberto Cellini, Francesco Pignone, Domenico De Paola, Domenico Janni, Michela Can High Throughput Phenotyping Help Food Security in the Mediterranean Area? |
title | Can High Throughput Phenotyping Help Food Security in the Mediterranean Area? |
title_full | Can High Throughput Phenotyping Help Food Security in the Mediterranean Area? |
title_fullStr | Can High Throughput Phenotyping Help Food Security in the Mediterranean Area? |
title_full_unstemmed | Can High Throughput Phenotyping Help Food Security in the Mediterranean Area? |
title_short | Can High Throughput Phenotyping Help Food Security in the Mediterranean Area? |
title_sort | can high throughput phenotyping help food security in the mediterranean area? |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6355677/ https://www.ncbi.nlm.nih.gov/pubmed/30740116 http://dx.doi.org/10.3389/fpls.2019.00015 |
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