Learning

Taking the kinks out of curves

In a recent paper, researchers have developed a methodology suitable for analyzing the growth curves of a large number of plants from multiple families. The corrected curves accurately account for the spatial and temporal variations among plants that are inherent to high-throughput experiments.

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An example of curve registration.  a The salinity sensitivity (SS) curves of the 16 functions from an arbitrary family, b SS curves after the curve registration, and c the corresponding time-warping functions. The salinity sensitivity on the y-axis of a and b refers to the derivative of the relative decrease in plant biomass

 

Advanced high-throughput technologies and equipment allow the collection of large and reliable data sets related to plant growth. These data sets allow us to explore salt tolerance in plants with sophisticated statistical tools.

As agricultural soils become more saline, analysis of salinity tolerance in plants is necessary for our understanding of plant growth and crop productivity under saline conditions. Generally, high salinity has a negative effect on plant growth, causing decreases in productivity.  The response of plants to soil salinity is dynamic, therefore requiring the analysis of growth over time to identify lines with beneficial traits.

In this paper the researchers, led by KAUST and including Dr Bettina Berger and Dr Chris Brien from the Australian Plant Phenomics Facility (APPF), use a functional data analysis approach to study the effects of salinity on growth patterns of barley grown at The Plant Accelerator® at the APPF. The method presented is suitable to reduce the noise in large-scale data sets and thereby increases the precision with which salinity tolerance can be measured.

Read the full paper, “Growth curve registration for evaluating salinity tolerance in barley” (DOI: 10.1186/s13007-017-0165-7) here.

Find out how the Australian Plant Phenomics Facility can support your plant science research here.

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High-throughput phenotyping at The Plant Accelerator®

 

 

Last chance to secure an internship – apps close tomorrow!

This is your chance to investigate your plant science questions with the support of the highly skilled Australian Plant Phenomics Facility (APPF) team and the incredible technology and infrastructure we have available.

Internships are offered at the APPF in Adelaide and Canberra for enthusiastic, highly motivated postgraduate students with a real interest in our research and technology. Current postgraduate students in the following areas are encouraged to apply:

  • Agriculture
  • Bioinformatics
  • Biology
  • Biotechnology
  • Computer Science
  • Genetics
  • Mathematics
  • Plant physiology
  • Science
  • Software engineering
  • Statistics

Interstate students are strongly encouraged to apply!

We offer postgraduate internship grants which, in general, comprise:

  • $1,500 maximum towards accommodation in Adelaide or Canberra, if required
  • $500 maximum towards travel / airfare, if required
  • $10,000 maximum toward infrastructure use

The APPF has identified a number of priority research areas, each reflecting a global challenge and the role that advances in plant biology can play in providing a solution:

  • Tolerance to abiotic stress
  • Improving resource use efficiency in plants
  • Statistics and biometry
  • Application of mechatronic engineering to plant phenotyping
  • Application of image analysis techniques to understanding plant form and function

Students proposing other topics will also be considered.

APPF postgraduate internship grants involve access to the facility’s phenotyping capabilities to undertake collaborative projects and to work as an intern with the APPF team to learn about experimental design, image and data analysis in plant phenomics.

Selection is based on merit. Applications are assessed on the basis of academic record, research experience and appropriateness of the proposed research topic. Interviews may be conducted.

Postgraduate students are encouraged to contact APPF staff prior to submitting their application to discuss possible projects.

APPLICATIONS CLOSE:  31 March 2017. For further information click here.

 

Why apply for an internship with the APPF?

Well, aside from the fact we are a pretty nice bunch…

PhD student Rohan Riley, from Western Sydney University, undertook his research at APPF’s Adelaide node (The Plant Accelerator®) after being awarded a Postgraduate Student Internship Grant with us in 2015.

His research attempted to explain the unpredictability of plant growth responses in terms of resource limitation by introducing fungal communities to plants which are isolated from soils containing high or low levels of salinity and analysing the effects on plant stress at the phenotypic level.

This is what he had to say about his experience:

”Using daily phenotyping following the application of salt stress and controlled watering-to-weight in The Plant Accelerator® allowed for an unprecedented resolution and range of plant genetic changes in response to combinations of nutrient level, salinity and two different fungal communities that would not otherwise be achievable in a regular greenhouse,” said Rohan.

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”As a PhD student with limited experience in greenhouse experiments, the highly controlled growth conditions, large-scale automation, digital imaging and software technology (high-throughput phenotyping) at The Plant Accelerator® provided me with the work-space, expertise and technical support to make a complicated experiment possible.”

“It has been an amazing experience to conduct this experiment at The Plant Accelerator®. I am walking away from the facility with a big smile on my face, an incredible dataset for my PhD research and invaluable experience in greenhouse based plant research.”

To find out more about Rohan’s research:  https://www.researchgate.net/profile/Rohan_Riley

Professor Mark Tester to talk plant science in Adelaide

Professor Mark Tester from King Abdullah University of Science & Technology (KAUST), Saudi Arabia, will present a talk in Adelaide this March:

“Into the field and into the genome – increasing salinity tolerance of crops”

Time:  Wednesday 8 March, 3.30pm – 4:30pm
Venue:  Hosted by The University of Adelaide, Plant Science Department, the talk will be held in the Plant Genomics Centre seminar room (Waite Campus, The University of Adelaide, South Australia) with drinks and nibbles afterwards. All are welcome.

About the speaker

Mark Tester is Professor of Bioscience at KAUST. After a PhD in Cambridge and lectureship there, he went to Adelaide, as a Research Professor in the Australian Centre for Plant Functional Genomics and Director of the Australian Plant Phenomics Facility. Mark was part of the team that led the establishment of this Facility, a $55m organisation that develops and delivers state-of-the-art phenotyping facilities, including The Plant Accelerator, an innovative plant growth and analysis facility. In his research group, forward and reverse genetic approaches are used to understand salinity tolerance and improve this in crops such as barley and tomatoes. His aspiration is to develop a new agricultural system where brackish water and seawater can be unlocked for food production.

Abstract

One-third of the world’s food is produced under irrigation, and this is directly threatened by over-exploitation of water resources and global environmental change. In this talk, the focus will be on the use of forward genetics to discover genes affecting salinity tolerance in barley, rice and tomatoes, along with some recent genomics in quinoa, a partially domesticated crop with high salinity tolerance. Rather than studying salinity tolerance as a trait in itself, we dissect salinity tolerance into a series of components that are hypothesised to contribute to overall salinity tolerance.

For barley, two consecutive years of field trials were conducted at the International Center for Biosaline Agriculture, a site with sandy soil and very low precipitation. Drip irrigation systems allowed the control of salinity by supplying plots with low (1 dS/m) and high salinity water (17 dS/m). A barley Nested Association Mapping (NAM) population developed by Klaus Pillen has been used to dissect physiologically and genetically complex traits in response to salt stress. Ten traits related to yield and yield components (e.g. days to flowering, harvest index, 100 seed mass) were recorded and five stress-indices were derived from each of these measurements. We have identified two significant loci located on the long arms of chromosomes 1H and 5H, which are both associated with several traits contributing to salinity tolerance, namely days to flowering, days to maturity, harvest index and yield.

For tomatoes, the focus is on genetics of tolerance in wild tomatoes, specifically Solanum galapagense, Solanum cheesmaniae and Solanum pimpinellifolium. An association genetic approach is being taken. High quality genome sequences have been made, and genotyping-by-sequencing undertaken. Tomatoes have been phenotyped in The Plant Accelerator and in the field, and analyses are currently in progress.

The application of this approach provides opportunities to significantly increase abiotic stress tolerance of crops, and thus contribute to increasing agricultural production in many regions.

Mark is in Adelaide between Mon 6th and Sun 12th March. If you would like to meet with Mark, please contact him directly: mark.tester@kaust.edu.sa

The Plant Accelerator

Plant phenotyping research projects facilitated by The Plant Accelerator vary from large scale screening of early growth, to salinity tolerance and water and nutrient use efficiency. Possible applications are diverse with respect to the measured traits and plant species studied. Please contact our experts to discuss how your research might benefit from the capabilities and services provided by The Plant Accelerator.

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The Plant Accelerator®,  Australian Plant Phenomics Facility, Adelaide, South Australia

2017 Calendar of Global Plant Science Events

A Calendar of Global Plant Science Events for 2017 and beyond has now been established on the Australian Plant Phenomics Facility’s website.

Quickly find out what is happening each month around the world in plant science and where, then be sure to check back in regularly for updates (why not bookmark the page as a ‘favourite’).

If you don’t already follow our blog, be sure to subscribe to receive the latest APPF updates and research news.

 

Drought knows no borders

The Australian Plant Phenomics Facility (APPF) was delighted to welcome His Excellency Mr Mohamed Khairat, Ambassador of The Arab Republic of Egypt, to its Adelaide node recently.

Egyptians share our love of wheat, however, they are heavily reliant on wheat imports which are struggling to keep up with demand. As a remedy, 1.5 million hectares of Egyptian land has been set aside for local wheat production, but there are challenges ahead. Egyptian wheat growers suffer from the same yield limiting issues of heat and drought as we do here in southern Australia.

While touring the facility, His Excellency shared his enthusiasm for future collaboration with the APPF’s Dr Trevor Garnett.

“There is a wealth of knowledge and experience at the APPF and the Waite Campus of the University of Adelaide in plant phenotyping and wheat production. His Excellency sees exciting opportunities for Egyptian scientists and PhD students to collaborate on research and share ideas on how to improve this essential crop”, said Dr Garnett.

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His Excellency Mr Mohamed Khairat, Ambassador of The Arab Republic of Egypt (pictured right) talks with Dr Trevor Garnett in the DroughtSpotter greenhouse at The Plant Accelerator®, Australian Plant Phenomics Facility (Adelaide node)

 

Missed out on the 4th International Plant Phenotyping Symposium?

Presentations from the 4th International Plant Phenotyping Symposium, organised by CIMMYT, are now available to view online.

The presentations include José Jiménez-Berni from the Australian Plant Phenomics Facility (APPF) team. You can watch his keynote presentation, “Next generation high-throughput plant phenomic tools”, here.

You can also download a pdf of the abstract book or find more news in the future on Twitter.

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José Jiménez-Berni presenting at the 4th International Plant Phenotyping Symposium

 

 

Phenomics Workshop at Purdue – be quick!

Purdue University’s Agronomy and Agricultural and Biological Engineering departments are offering a field-based Phenomics Workshop for crop research professionals involved in predicting yield and characterising biotic and abiotic stress, as well as engineers involved in developing and using sensors and sensor platforms for application.

Space is limited!

Date:  13 – 14 March 2017

Topics:  Prediction and Exploration of Agronomic Performance Using Integrated Data Sets • Effective Ground Truthing • Phenomics for Crop Improvement • Implementation of UAS Experiments • Image Analysis • Advanced Phenomic Analytical Techniques (i.e. reducing dimensionality, spatial statistics)

Cost:  $500 for professionals

Register here

For more information

Or contact Chad Martin – P: (765) 496­-3964   E: martin95@purdue.edu

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