With the escalating global challenges of food security and resource sustainability, innovative
solutions like deep learning and computer vision are transforming agricultural practices by …

Smart aquaponics systems are gaining popularity as they contribute immensely to
sustainable food production. These systems enhance traditional farming with advanced …

Recent advancements in sustainable agriculture have spurred interest in hydroponics as an
alternative to conventional farming methods. However, the lack of data-driven approaches in …

Chlorophyll content reflects plants' photosynthetic capacity, growth stage, and nitrogen
status and is, therefore, of significant importance in precision agriculture. This study aims to …

The optimal design and construction of multispectral cameras can remarkably reduce the
costs of spectral imaging systems and efficiently decrease the amount of image processing …

This study presents an innovative approach to aquaponics by integrating artificial
intelligence (AI). The system addresses sustainability challenges by utilizing a novel …

Lettuce (Lactuca sativa) is a leafy vegetable that provides a valuable source of
phytonutrients for a healthy human diet. The assessment of plant growth and composition is …

This study explores the effects of varying exposure times of microelement fertilization on
hydrochemical parameters, plant growth, and nutrient content in an aquaponic system …

Developing models to assess the nutrient status of plants at various growth stages is
challenging due to the dynamic nature of plant development. Hence, this study encoded …

Hyperspectral imaging (HSI) has emerged as a transformative technology in imaging,
characterized by its ability to capture a wide spectrum of light, including wavelengths beyond …