4.7 Article Proceedings Paper

LeasyScan: a novel concept combining 3D imaging and lysimetry for high-throughput phenotyping of traits controlling plant water budget

Journal

JOURNAL OF EXPERIMENTAL BOTANY
Volume 66, Issue 18, Pages 5581-5593

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/jxb/erv251

Keywords

Drought; gravimetric transpiration; high-throughput phenotyping; lysimetric platform; multi-discipline; physiology; vapour pressure deficit; 3D laser scanner

Categories

Funding

  1. ICRISAT
  2. CGIAR Research Program on Dryland Cereals (CRP-DC)
  3. Grain Legumes (CRP-GL)
  4. Climate Change, Agriculture and Food Security (CCAFS)

Ask authors/readers for more resources

We present a new concept combining novel 3D scanning of the plant canopy with seamless assessment of plant water use to measure plant traits influencing the water budget.In this paper, we describe the thought process and initial data behind the development of an imaging platform (LeasyScan) combined with lysimetric capacity, to assess canopy traits affecting water use (leaf area, leaf area index, transpiration). LeasyScan is based on a novel 3D scanning technique to capture leaf area development continuously, a scanner-to-plant concept to increase imaging throughput and analytical scales to combine gravimetric transpiration measurements. The paper presents how the technology functions, how data are visualised via a web-based interface and how data extraction and analysis is interfaced through 'R' libraries. Close agreement between scanned and observed leaf area data of individual plants in different crops was found (R-2 between 0.86 and 0.94). Similar agreement was found when comparing scanned and observed area of plants cultivated at densities reflecting field conditions (R-2 between 0.80 and 0.96). An example in monitoring plant transpiration by the analytical scales is presented. The last section illustrates some of the early ongoing applications of the platform to target key phenotypes: (i) the comparison of the leaf area development pattern of fine mapping recombinants of pearl millet; (ii) the leaf area development pattern of pearl millet breeding material targeted to different agro-ecological zones; (iii) the assessment of the transpiration response to high VPD in sorghum and pearl millet. This new platform has the potential to phenotype for traits controlling plant water use at a high rate and precision, of critical importance for drought adaptation, and creates an opportunity to harness their genetics for the breeding of improved varieties.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available