barley

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 in the high-throughput phenotyping platform 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 in the Smarthouse™ at the Adelaide node of the APPF

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Barley plants growing in the Smarthouse™

 

 

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

The science and the craft: Barley-beer-whisky

The clever ABTS organising committee have announced the details of the 18th Australian Barley Technical Symposium. With a location like Hobart, offering world-class food and wine, stunning modern art and breathtaking natural attractions, coupled with the hot topics of barley, beer and whisky on the agenda, this symposium is sure to prove popular!

The program will cover:  Agronomy • Quarantine • Genomics • Marketing • Malting • Brewing • Breeding • Disease • Challenges.

Dates for your diary:  3 – 6 September 2017

Location:  Wrest Point Hotel Casino, Hobart, Tasmania

For more information and announcements go to:  www.abtsbarley.info

Accurate field canopy temperature measured in seconds

A method for cost-effective, reliable and scalable airborne thermography has been developed, resolving a number of challenges surrounding accurate high-throughput phenotyping of canopy temperature (CT) in the field, such as weather changes and their influence on more time consuming measurement methods. Utilising a manned helicopter carrying a radiometrically-calibrated thermal camera, thermal image data is captured in seconds and processed within minutes using custom-developed software; an invaluable advantage for large forward genetic studies or plant breeding programs.

The method and research results, by a collaboration between CSIRO Agriculture and Food, the Australian Plant Phenomics Facility – High Resolution Plant Phenomics Centre, CSIRO Information Management and Technology, and the ARC Centre of Excellence for Translational Photosynthesis were published recently in Frontiers in Plant Science.

Read the full study“Methodology for high-throughput field phenotyping of canopy temperature using airborne thermography”, here or the abstract below.

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Airborne thermography image acquisition and processing pipeline. Total time to acquire and process images for an experiment comprising 1,000 plots of size 2 x 6 m is ca. 25 min. (A) Image acquisition with helicopter. The images are recorded on a laptop and the passenger, left, provides real time assessment of the images and feedback to the pilot. This step takes < 10 s for an experiment comprising 1,000 plots of size 2 x 6 m. (B) Screenshot of custom-developed software called ChopIt. ChopIt is used for plot segmentation and extraction of CT from each individual plot for statistical analysis. This step takes ca. 20 min for an experiment comprising 1,000 plots of size 2 x 6 m.

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Airborne thermography image acquisition system comprising a helicopter cargo pod with thermal camera and acquisition kit mounted on the skid of a Robinson R44 Ravel helicopter. Photo insert shows the inside of the helicopter cargo pod with arrow denoting FLR® SC645 thermal camera: ±2°C or ±2% of reading; < 0.05°C pixel sensitivity; 640×480 pixels; 0.7 kg without lens.

Abstract

Lower canopy temperature (CT), resulting from increased stomatal conductance, has been associated with increased yield in wheat. Historically, CT has been measured with hand-held infrared thermometers. Using the hand-held CT method on large field trials is problematic, mostly because measurements are confounded by temporal weather changes during the time required to measure all plots. The hand-held CT method is laborious and yet the resulting heritability low, thereby reducing confidence in selection in large scale breeding endeavors. We have developed a reliable and scalable crop phenotyping method for assessing CT in large field experiments. The method involves airborne thermography from a manned helicopter using a radiometrically-calibrated thermal camera. Thermal image data is acquired from large experiments in the order of seconds, thereby enabling simultaneous measurement of CT on potentially 1000s of plots. Effects of temporal weather variation when phenotyping large experiments using hand-held infrared thermometers are therefore reduced. The method is designed for cost-effective and large-scale use by the non-technical user and includes custom-developed software for data processing to obtain CT data on a single-plot basis for analysis. Broad-sense heritability was routinely >0.50, and as high as 0.79, for airborne thermography CT measured near anthesis on a wheat experiment comprising 768 plots of size 2 × 6 m. Image analysis based on the frequency distribution of temperature pixels to remove the possible influence of background soil did not improve broad-sense heritability. Total image acquisition and processing time was ca. 25 min and required only one person (excluding the helicopter pilot). The results indicate the potential to phenotype CT on large populations in genetics studies or for selection within a plant breeding program.

Citation:  Deery DM, Rebetzke GJ, Jimenez-Berni JA, James RA, Condon AG, Bovill WD, Hutchinson P, Scarrow J, Davy R and Furbank RT (2016) Methodology for High-Throughput Field Phenotyping of Canopy Temperature Using Airborne Thermography. Front. Plant Sci. 7:1808. doi: 10.3389/fpls.2016.01808

 

 

What the experts are saying about plant phenotyping and food security

‘It takes a village to raise a child’ states the age-old saying, but now it will take a village to feed the child as well – if we’re smart.

“Agriculture’s critical challenges of providing food security and better nutrition in the face of climate change can only be met through global communities that share knowledge and outputs; looking inward will not lead to results,” said Ulrich Schurr, Director of the Institute of Bio- and Geosciences of the Forschungszentrum Jülich and Chair of the International Plant Phenotyping Network (IPPN), speaking at the 4th International Plant Phenotyping Symposium in Mexico recently.

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Dr Jose Jimenez-Berni (keynote speaker), Dr Xavier Sirault (Co-Chair IPPN), Dr Trevor Garnett and Dr Bettina Berger from the Australian Plant Phenomics Facility at the symposium

200 world-class scientists from over 20 countries gathered from 13 to 15 December 2016 to share knowledge and technology at the symposium, co-hosted by IPPN and the Mexico-based International Maize and Wheat Improvement Center, known by its Spanish acronym, CIMMYT.

The symposium was attended by Dr Bettina Berger, Dr Trevor Garnett, Dr Xavier Sirault and Dr Jose Jimenez-Berni from the Australian Plant Phenomics Facility (APPF). Dr Sirault is also Co-Chair of the IPPN and Dr Jimenez-Berni gave a keynote lecture on field phenotyping techniques developed at the High Resolution Plant Phenomics Facility (HRPPC) node of the APPF and how they can be applied to screen for plant development including biomass and canopy architecture in the field.

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Dr Jimenez-Berni (APPF) delivering his keynote lecture at the symposium

The symposium focused on three themes:

  • Advances in Plant Phenotyping Technologies to explore the frontiers of what can be sensed remotely and other technological breakthroughs.
  • Phenotyping for Crop Improvement to consider the application of phenotyping technologies for crop improvement (breeding, crop husbandry, and estimating the productivity of agro-ecosystems).
  • Adding Value to Phenotypic Data to review how phenomics and genomics can combine to improve crop simulation models and breeding methodologies (e.g., genomic selection).

Read the full article ‘Harnessing medical technology and global partnerships to drive gains in food crop productivity’ written by Mike Listman on CIMMYT’s website.

Read more excellent plant science articles by Mike Listman here.

 

 

Drip-fed success

The Australian Plant Phenomics Facility (APPF) is pleased to announce the new DroughtSpotter precision irrigation platform has been fully tested and commissioned, and is now ready to support your plant phenomics research.

The DroughtSpotter is a gravimetric platform with precision irrigation allowing accurate and reproducible water application for drought stress or related experiments.

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Left:  Wheat plants on the DroughtSpotter  –  Right:  Cecilia and Viviana from Monash University harvest sorghum plants during their research

A number of pilot projects were carried out to test the platform with excellent results.

Monash University researchers, led by Associate Professor Ros Gleadow, investigated the impacts of dhurrin (a chemical that is toxic to grazing animals) on drought tolerance in sorghum plants. Plants were grown under a range of drought stresses and then harvested throughout growth for biomass characterisation, metabolomics and transcriptomic responses.

“We found the DroughtSpotter to be an excellent platform to apply accurate, reproducible amounts of water to large numbers of individual plants for growth and compositional analysis under different levels of water limitation,”said Associate Professor Gleadow.

Led by Professor Steve Tyerman, researchers from the ARC Centre of Excellence in Plant Energy Biology at the University of Adelaide and TA EEA-CONICET Mendoza, Argentina investigated the relationship between hydraulic and stomatal conductance and its regulation by root and leaf aquaporins under water stress.

“A better understanding of these mechanisms is highly relevant to irrigation scheduling and to ensure sustainable vineyard management in a context of water scarcity” said Professor Tyerman.

“The DroughtSpotter platform allowed us to achieve precise control over soil moisture and vine water stress, which was the most critical aspect to the success of this project.”

The DroughtSpotter greenhouse is available to all publicly or commercially funded researchers. For further information, please visit the APPF website or contact Dr Trevor Garnett.

To read the DroughtSpotter pilot project reports:  “Drought Response in Low-Cyanogenic Sorghum bicolor Mutants”  and  “Investigating the relationship between hydraulic and stomatal conductance and its regulation by root and leaf aquaporins under progressive water stress and recovery, and exogenous application of ABA in grapevine”

PhD student investigates aspects of drought tolerance in barley

Jannatul Ferdous, a PhD student from the Australian Centre for Plant Functional Genomics (ACPFG), used the high-throughput phenotyping platform at The Plant Accelerator® for her project ‘Drought-inducible expression of Hv-miR827 enhances drought tolerance in transgenic barley’. Jannatul’s research findings have just been published in the journal of Functional & Integrative Genomics. See abstract below.

Drought is one of the major abiotic stresses reducing crop yield. Since the discovery of plant microRNAs (miRNAs), considerable progress has been made in clarifying their role in plant responses to abiotic stresses, including drought. miR827 was previously reported to confer drought tolerance in transgenic Arabidopsis. We examined barley (Hordeum vulgare L. ‘Golden Promise’) plants over-expressing miR827 for plant performance under drought. Transgenic plants constitutively expressing CaMV-35S::Ath-miR827 and drought-inducible Zm-Rab17::Hv-miR827 were phenotyped by non-destructive imaging for growth and whole plant water use efficiency (WUEwp). We observed that the growth, WUEwp, time to anthesis and grain weight of transgenic barley plants expressing CaMV-35S::Ath-miR827 were negatively affected in both well-watered and drought-treated growing conditions compared with the wild-type plants. In contrast, transgenic plants over-expressing Zm-Rab17::Hv-miR827 showed improved WUEwp with no growth or reproductive timing change compared with the wild-type plants. The recovery of Zm-Rab17::Hv-miR827 over-expressing plants also improved following severe drought stress. Our results suggest that Hv-miR827 has the potential to improve the performance of barley under drought and that the choice of promoter to control the timing and specificity of miRNA expression is critical.

Ferdous, J., Whitford, R., Nguyen, M. et al. (2016) Drought-inducible expression of Hv-miR827 enhances drought tolerance in transgenic barley. Functional & Integrative Genomics doi:10.1007/s10142-016-0526-8