Review: New sensors and data-driven approaches-A path to next generation phenomics.
IPPN
Imaging
Metadata
Next generation phenomics
Plant phenotyping
Sensor development
Trait value
Journal
Plant science : an international journal of experimental plant biology
ISSN: 1873-2259
Titre abrégé: Plant Sci
Pays: Ireland
ID NLM: 9882015
Informations de publication
Date de publication:
May 2019
May 2019
Historique:
received:
07
11
2017
revised:
15
12
2018
accepted:
09
01
2019
entrez:
21
4
2019
pubmed:
21
4
2019
medline:
14
5
2019
Statut:
ppublish
Résumé
At the 4th International Plant Phenotyping Symposium meeting of the International Plant Phenotyping Network (IPPN) in 2016 at CIMMYT in Mexico, a workshop was convened to consider ways forward with sensors for phenotyping. The increasing number of field applications provides new challenges and requires specialised solutions. There are many traits vital to plant growth and development that demand phenotyping approaches that are still at early stages of development or elude current capabilities. Further, there is growing interest in low-cost sensor solutions, and mobile platforms that can be transported to the experiments, rather than the experiment coming to the platform. Various types of sensors are required to address diverse needs with respect to targets, precision and ease of operation and readout. Converting data into knowledge, and ensuring that those data (and the appropriate metadata) are stored in such a way that they will be sensible and available to others now and for future analysis is also vital. Here we are proposing mechanisms for "next generation phenomics" based on our learning in the past decade, current practice and discussions at the IPPN Symposium, to encourage further thinking and collaboration by plant scientists, physicists and engineering experts.
Identifiants
pubmed: 31003608
pii: S0168-9452(17)31050-6
doi: 10.1016/j.plantsci.2019.01.011
pmc: PMC6483971
pii:
doi:
Types de publication
Journal Article
Review
Langues
eng
Sous-ensembles de citation
IM
Pagination
2-10Informations de copyright
Copyright © 2019 The Authors. Published by Elsevier B.V. All rights reserved.
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