Remote Sensing & Environmental Sensing Systems

To fuel our machine learning and Artificial Neural Network (ANN) models, our center is equipped with a comprehensive suite of state-of-the-art sensing technologies. These instruments allow us to capture high-resolution spectral, spatial, and environmental data across laboratory and field settings:

• Hyperspectral & Thermal Imaging: Features a mobile hyperspectral imaging system alongside advanced thermal cameras to capture precise plant signatures and water stress levels.

• Active Remote Sensing & Spectroscopy: Equipped with a ground-based LiDAR system for detailed 3D structural mapping, as well as a portable Raman spectroscopy system and a fluorometer for physiological and molecular analysis.

• High-Precision Spatial Tracking: Utilizes a GPS RTK receiver to ensure centimeter-level geospatial accuracy during data collection.

• Microclimate & Soil IoT Sensors: Includes specialized soil sensors, stomatal conductance meters (porometers), and a mobile meteorological station to monitor real-time environmental and plant-water dynamics.

• Field Phenotyping Platforms: Features standard high-resolution RGB color cameras and a dedicated, specialized field phenotyping system (Phenomobile) designed for high-throughput crop analytics.