This review critically evaluates AI-enabled hydroponic systems, focusing on sensor-driven monitoring of solution chemistry, environmental parameters, and plant-health indicators through imaging, and outlines strategies for integrating AI with plant-centered hydroponic design.
Sirasapalli Bhargav Kiran, H. Upadhyay, S. Ambika et al.· Planta· 0 citations
Background: Chenopodium album is a widely distributed weed native to Europe and Asia, thriving in subtropical, tropical and temperate climates. Owing to its broad occurrence and phytochemical richness, it has gained attention as a potential source of antifungal compounds. The present study investigates the antifungal p...
Alka Sahrawat, Jay Prakash Singh, Kaushal Kumar Pandey et al.· Legume Research An Internati...· 0 citations
The problem of microplastic contamination in agricultural soils is becoming a significant environmental concern due to its prevalence and potential effects on soil health, crop productivity, and food security. The sources, ecological routes, and ecotoxicology of microplastics within agroecosystems were thoroughly analy...
Deepali Rustagi, Kunal, Rohit Kumar et al.· Frontiers in Soil Science· 0 citations
Punjab region’s crop productivity potential and soil health has been compromised through the continual NPK and imbalance secondary nutrients application. Decreased application of secondary and micronutrients have resulted in severe nutritional deficiencies in crop and soil, and therefore, lowered the overall crop produ...
Shubham, Atin Kumar, Uday Sharma· Journal of the Indian Societ...· 0 citations
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