Lights, camera, action: high-throughput plant phenotyping is ready for a close-up

Current Opinion in Plant Biology
Noah FahlgrenIvan Baxter

Abstract

Anticipated population growth, shifting demographics, and environmental variability over the next century are expected to threaten global food security. In the face of these challenges, crop yield for food and fuel must be maintained and improved using fewer input resources. In recent years, genetic tools for profiling crop germplasm has benefited from rapid advances in DNA sequencing, and now similar advances are needed to improve the throughput of plant phenotyping. We highlight recent developments in high-throughput plant phenotyping using robotic-assisted imaging platforms and computer vision-assisted analysis tools.

References

Dec 26, 2001·Nucleic Acids Research·Ron EdgarAlex E Lash
May 1, 2008·Annual Review of Plant Biology·Neil R Baker
Jan 29, 2010·Plant Physiology·Anjali S Iyer-PascuzziPhilip N Benfey
Feb 3, 2011·Plant Methods·Mahmood R GolzarianDesmond S Lun
May 17, 2011·BMC Bioinformatics·Anja HartmannFalk Schreiber
Nov 15, 2011·Trends in Plant Science·Robert T Furbank, Mark Tester
Jan 1, 2011·Frontiers in Plant Science·Stephen A GoffDan Stanzione
Nov 30, 2012·Nucleic Acids Research·Tanya BarrettAlexandra Soboleva
Mar 5, 2013·Annual Review of Plant Biology·Fabio Fiorani, Ulrich Schurr
Mar 5, 2013·The Plant Journal : for Cell and Molecular Biology·Sébastien TisnéOlivier Loudet
Apr 13, 2013·Proceedings of the National Academy of Sciences of the United States of America·Christopher N ToppPhilip N Benfey
Jul 5, 2013·Nature·Susan McCouchDaniel Zamir
Jul 11, 2013·PloS One·Deepak K RayJonathan A Foley
Oct 11, 2013·Plant Methods·Guillaume LobetClaire Périlleux
Oct 22, 2013·Trends in Plant Science·José Luis Araus, Jill E Cairns
Feb 19, 2014·Sensors·Stefan PaulusHeiner Kuhlmann
Feb 26, 2014·BMC Systems Biology·Oliver L TessmerJin Chen
Sep 5, 2014·Plant Physiology·Alexander BuckschJonathan P Lynch
Sep 10, 2014·Proceedings of the National Academy of Sciences of the United States of America·Yin Hoon ChewAndrew J Millar
Oct 11, 2014·Science·Patrick GerlandJohn Wilmoth
Oct 22, 2014·Plant Physiology·Michael P PoundTony P Pridmore
Nov 1, 2012·Functional Plant Biology : FPB·Christoph R MerLutz Pl Mer
Nov 1, 2009·Functional Plant Biology : FPB·Xavier R R SiraultRobert T Furbank

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Citations

Mar 2, 2016·Current Opinion in Plant Biology·Jacqueline Batley, David Edwards
Mar 5, 2016·TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik·Yunbi Xu
Jun 2, 2016·Nature Plants·Jennifer L Nemhauser, Keiko U Torii
Oct 21, 2015·Trends in Plant Science·Zitong Li, Mikko J Sillanpää
Mar 24, 2016·Plant Biotechnology Journal·Kai Voss-Fels, Rod J Snowdon
Oct 7, 2015·Frontiers in Plant Science·Keiichi MochidaTakashi Hirayama
Jul 5, 2016·Frontiers in Plant Science·Johanna RousselHanno Scharr
Aug 1, 2016·Trends in Plant Science·UNKNOWN R4P Network. Electronic address: contact-r4p@listes.inra.fr
Aug 16, 2016·The Science of the Total Environment·Oksana SytarXiaolan He
Sep 8, 2016·Annals of the New York Academy of Sciences·Jason J Williams, Tracy K Teal
Oct 7, 2016·Annals of Botany·S NegrãoM Tester
Oct 16, 2016·Briefings in Bioinformatics·James M BrownAnn-Marie Mallon
Sep 13, 2016·Phytopathology·Ivan SimkoXavier R R Sirault
Jan 27, 2017·Sensors·Ali ShafiekhaniGuilherme N DeSouza
Dec 15, 2016·Frontiers in Plant Science·Pu HuangThomas P Brutnell
Dec 15, 2017·Annals of Botany·Awais RasheedSanjaya Rajaram
Mar 16, 2018·International Journal of Molecular Sciences·Barbara Demmig-AdamsWilliam W Adams
Nov 7, 2017·Journal of Dairy Science·J B Cole, P M VanRaden
Apr 6, 2018·The New Phytologist·Angelika Czedik-EysenbergArmin Djamei
Jan 19, 2018·GigaScience·Dijun ChenChristian Klukas
Aug 31, 2017·Nature Genetics·John M HickeyUNKNOWN Implementing Genomic Selection in CGIAR Breeding Programs Workshop Participants
Dec 19, 2017·Frontiers in Plant Science·Zoé Joly-LopezThomas E Bureau
Dec 15, 2017·Plant Methods·Konstantinos N BlazakisPanagiotis Kalaitzis
Oct 20, 2017·GigaScience·Fernando Perez-SanzMarcos Egea-Cortines
Mar 30, 2016·American Journal of Botany·Kathryn A Hodgins, Joslin L Moore
Apr 1, 2018·Plant, Cell & Environment·Mahsa Mousavi-DerazmahallehDavid Edwards
Jun 20, 2018·GigaScience·Carlos A Manacorda, Sebastian Asurmendi
Sep 13, 2017·The New Phytologist·Emily MoranMengjun Shu
Jul 28, 2018·Sensors·Thomas TruongKhan Wahid
Apr 26, 2018·Frontiers in Chemistry·Sheshshayee M SreemanRaju Soolanayakanahally
Sep 20, 2018·Plant Biology·K M Folta

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