From measurements to decisions.
RiceGuard turns one timestamped field record into views for operators, farmers and researchers. Two main systems are live; the camera-based Phenology view remains experimental.
The same field history answers three different questions.
- 01 Operator Is the field station reporting correctly?
- 02 Farmer What does this field information mean for the crop?
- 03 Researcher How did the plot, crop and station change over the season?
The presentation changes. The timestamped record does not.
Two live systems. One experimental view.
- 01 LiveAnalytics
Primary user Operator
Sensor series · device health · pole status
- 02 Live · ThaiFarmer
Primary user Farmer
Recommendations · variety · planting · stage · expected harvest
- 03 Live · ExperimentalPhenology
Primary user Technical / research
Camera-derived crop stage · currently two poles
The operator sees both the field and the station.
Operators can separate changing field conditions from equipment problems.
- 01 Sensor series Timestamped field readings through time.
- 02 Device health Equipment condition shown beside field data.
- 03 Pole status Whether each pole is reporting as expected.
One stored record Field value + timestamp + pole identity + operating state
The farmer sees crop information, not raw technical data.
The Thai interface adds crop context and recommendations to field measurements.
- 01 Variety Which rice variety is planted
- 02 Planting When it entered the field
- 03 Crop stage Where the crop is now
- 04 Expected harvest When harvest is expected
- 05 Recommendations Field information translated into understandable next actions
Crop stage is estimated from camera images.
The experimental dashboard estimates crop stage from tower-camera images. It currently receives images from two poles.
- 01 Land preparation
- 02 Transplanting
- 03 Tillering
- 04 Stem elongation
- 05 Flowering
- 06 Grain filling
- 07 Maturation
Live, experimental and planned outputs.
Live outputDesigned system outputFuture / under validation
- Output Where it appears Status What the status means
- Sensor series Analytics Live Current operational output
- Device health + pole status Analytics Live Current operational output
- Variety + planting + stage + harvest Farmer Live · Thai Current field-facing context
- Camera-derived crop stage Phenology Live · Experimental Operating from two poles; still being evaluated
- Field overview · harvest estimate · pest and flood alerts · human-readable insights Presentation architecture Designed / validation required Defined in the architecture; not yet a validated outcome
Dashboards show operating data. Model accuracy and agricultural outcomes remain under validation.
Every reading remains part of the season record.
Timestamped records let researchers compare the plot, crop and station across the season. An unfinished season is not presented as a published result.
- 01 Land preparation Stored
- 02 Transplanting Stored
- 03 Tillering Stored
- 04 Stem elongation Stored
- 05 Flowering Stored
- 06 Grain filling Stored
- 07 Maturation Stored
See how the full system is tested before field deployment.
The Digital Twin Simulator tests the data pipeline without requiring physical field hardware.