VR Crop Growth Monitoring with AI Simulations
In this resaerch proposes an innovation virtual reality system based on artificial intelligence simulations for crop growth monitoring. It integrates virtual reality technology with AI algorithms to provide highly immersive and interactive farmlands for farmers to monitor the growth of crops and make precision farming proper decisions. The VR environment simulates a realistic 3D view of the crop field. This means farmers can navigate or inspect individual plants from any angle. AI simulations are integrated into the system to generate plant growth, health, and yield data. It assists the farmer in determining where the problem lies, with nutrient deficiencies or disease breakouts and to take subsequent corrective action. The VR interface enables a farmer to manipulate virtual plants whereby the possible application of various management practices would be simulated, and the likely impact on crop growth would be observed. The system also incorporates the data analytics tool that aids the visualisation and analysis of crop growth data. In this manner, the farmer can track progress over time, track various management strategies, and seek potential improvements. Evaluations were done with the VR Crop Growth Monitoring System on real fields of crops and proved to be promisingly accurate along with usability. The VR Crop Growth Monitoring System will likely revolutionise how farmers start monitoring and handling their crops, increasing efficiency, productivity, and profitability.
Authors
- Senthil G. A
- S Geerthik
- Muthu Kumara Pandian A Muthu Kumara Pandian A (ORCID: https://orcid.org/0000-0003-4629-3649)
- S Nishaanth
Publication Details
- Published
- 2025-04-29
- DOI
- https://doi.org/10.1109/aimla63829.2025.11041000
- Primary Topic
- Greenhouse Technology and Climate Control
- Type
- article
- Field-Weighted Citation Impact
- 0.00