معرفی
Dr. Avinash Agarwal is a researcher at Forschungszentrum Jülich, affiliated with the Institute of Bio- and Geosciences under the Plant Sciences (IBG-2) department. His work integrates plant physiology and machine learning for advanced plant phenotyping and digital image analysis.
- Institute of Bio- and Geosciences (IBG-2)
- Shoot dynamics group
Research Focus:
His research emphasizes high-throughput crop monitoring using 3D and multispectral imaging, alongside multi-sensor data fusion via machine learning. Key areas include:
- Plant phenotyping
- Plant-environment interactions
- Machine learning for plant digital data
- Stress response detection
Publication Trends:
Recent work explores applications of machine learning in plant factories, digital pigment analysis, and stress monitoring via imaging technologies. Studies also address LED lighting systems for controlled-environment agriculture and nano-particle impacts on plant physiology.
Contact:
Phone: +49 2461/61-2772
Location: Wilhelm-Johnen-Straße, 52428 Jülich, Building 06.1 / Room 131
