Data Acquisition
Field capture across hyperspectral, thermal, LiDAR and video systems, synchronized to preserve spatial and temporal context.
Understanding
plant intelligence.
ZNiR Sensing SolutionsScroll to decode ↓
One living system.
Three different
approaches to
understanding.
01 / OBSERVE
Hyperspectral
Hyperspectral
& thermal.
Read plant response beyond visible colour, from VNIR and SWIR reflectance to thermal dynamics.
02 / MEASURE
Laser scanning
Laser scanning
& LiDAR.
Capture geometry, architecture and structural change through precise three-dimensional measurement.
03 / UNDERSTAND
Computer vision
Computer vision
& AI.
Connect images and field data through predictive models, machine learning and deep learning.
Technology is useful only when it supports better decision-making.
Processing
Calibrated, quality-controlled pipelines convert raw sensor streams into aligned, comparable datasets.
Modeling
Machine-learning, deep-learning and physically-based models quantify traits, detect patterns and estimate future states.
Decision Making
Validated outputs translate evidence into actionable recommendations for agronomic operations and research.
Two areas of expertise.
One standard of quality.
Farmers and cooperatives
Field
operations.
- 01Crop mapping and monitoring
- 02Inventory and 3D structure
- 03Early detection of water and nutrient stress
- 04Early detection of pests and diseases
Trials
Research
& development.
- 01Digital phenotyping
- 02Multimodal sensor capture
- 03Precision modeling
- 04Tailored algorithms and AI development