Vertical Farming,
Vegetables Shelf Life

Hyperspectral imaging cameras quantify freshness, shelf-life, and quality in perishable vegetables for smart farming and vertical agriculture.

The monitoring of the degradation process of leafy vegetables enables the determination of their shelf life: a crucial characteristic to be studied for food safety.

As the food industry deals with highly delicate products, it is extremely important to guarantee high-quality standards and adhere to common quality criteria. Also, the General Food Law Regulation aims at ensuring a high level of protection of human life and consumers’ interests concerning food. For this reason, players in the food industry must have appropriate quality control measures in their production lines and quality control departments.

HERA hyperspectral cameras have been employed in an Italian vertical farm, Agricola Moderna, to evaluate the health of vegetables and monitor their shelf life, which is a crucial characteristic for assessing the food safety. Thanks to the hyperspectral analysis, it is possible to detect senescence or signs of illness in advance with respect to the visual monitoring of the plant. Interestingly, the spectral response of the sample brings information on the chemical and nutrient composition, such as chlorophyll, anthocyanin, and phenol concentration. These features have been obtained by combining hyperspectral data acquired both in reflectance and fluorescence conditions. 

AGRICOLA MODERNA, Melzo. foto di Marco Gartofalo

The figure below reports two sets of spectra of harvested mustard leaves, one referring to reflectance and the other to fluorescence. For each set, the different colours (blue, green, and orange) refer to different days after harvesting. Senescence-related changes in the spectra are clearly visible. 

Concerning the reflectance data: 

  • The growth of the reflectance peak between 500 nm and 650 nm, which relates to the leaves’ hue shifting from green to yellow. 
  • The change of the reflectance at around 970 nm, which is a sign of a process of dehydration during the degradation. 

Concerning the fluorescence data: 

  • The decrease of the principal peak at around 750 nm is related to the concentration of chlorophylls in the leaf and, clearly, its degradation over time is detected. 
  • The growth of the peak at around 550 nm is related to the concentration of phenols, whose production is connected to plant stress and senescence. 
Reflectance and fluorescence spectra of harvested mustard leaves, showing senescence-related changes over time.

In the following, we also show two sets of images at different days after harvesting: 

  • The first raw refers to the RGB projection of the hyperspectral data, where it is possible to visually appreciate the change of colour of the leaf. 
  • The second raw reports false-colour intensity images of the chlorophyll index of the same leaf, showing the decrease of the chlorophyll concentration over time. 
HERA hyperspectral analysis on leaves

Discover the HERA Hyperspectral Cameras