LeafScope: A Portable High-Resolution Multispectral Imager for In Vivo Imaging Soybean Leaf

Sensors (Basel). 2020 Apr 13;20(8):2194. doi: 10.3390/s20082194.

Abstract

Portable devices for measuring plant physiological features with their isolated measuring chamber are playing an increasingly important role in plant phenotyping. However, currently available commercial devices of this type, such as soil plant analysis development (SPAD) meter and spectrometer, are dot meters that only measure a small region of the leaf, which does not perfectly represent the highly varied leaf surface. This study developed a portable and high-resolution multispectral imager (named LeafScope) to in-vivo image a whole leaf of dicotyledon plants while blocking the ambient light. The hardware system is comprised of a monochrome camera, an imaging chamber, a lightbox with different bands of light-emitting diodes (LEDs) array, and a microcontroller. During measuring, the device presses the leaf to lay it flat in the imaging chamber and acquires multiple images while alternating the LED bands within seconds in a certain order. The results of an experiment with soybean plants clearly showed the effect of nitrogen and water treatments as well as the genotype differences by the color and morphological features from image processing. We conclude that the low cost and easy to use LeafScope can provide promising imaging quality for dicotyledon plants, so it has great potential to be used in plant phenotyping.

Keywords: handheld sensor; high-resolution; leaf morphological features; leaf venation; multispectral imaging; plant phenotyping; soybean leaf.

MeSH terms

  • Color
  • Genotype
  • Glycine max / anatomy & histology
  • Glycine max / chemistry*
  • Glycine max / genetics
  • Image Processing, Computer-Assisted / instrumentation
  • Image Processing, Computer-Assisted / methods*
  • Linear Models
  • Plant Leaves / anatomy & histology
  • Plant Leaves / chemistry