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What Data is Available

See Data Products for more information about individual data products and How to Access Data for instructions to access the data products.

Data Types

Field Phenotyping Data

Lemnatec Field Scanner

This section describes the sensors deployed on the Lemnatec Field Scanner in Maricopa, AZ. Device and sensor information, including technical specifications, calibration data, and calibration targets are stored in the TERRA REF Clowder database.

The Maricopa field site is located at the the University of Arizona Maricopa Agricultural Center and USDA Arid Land Research Station in Maricopa, Arizona. At this site, we have deployed the following phenotyping platforms.

The Lemnatec Scanalyzer Field System is the largest field crop analytics robot in the world. This high-throughput phenotyping field-scanning robot has a 30-ton steel gantry that autonomously moves along two 200-meter steel rails while continuously imaging the crops growing below it with a diverse array of cameras and sensors.

Sensor Name Model and Spec Sheet Field of View Technical Specifications Notes
Imaging Sensors
Stereo RGB Camera GT3300 (web) (specs) 53°
Laser Scanner Custom Frauhofer 3D (specs) 0.5m width Resolution: 0.3-0.9 mm
VNIR Hyperspectral Imager Inspector VNIR (specs) 21° 380-1000 nm @ 2/3 nm resolution
SWIR Hyperspectral Imager Inspector SWIR (specs) 44.5° 900-2500 nm @ 2/3 nm resolution
Thermal Infrared FLIR SC 615 (web) (specs) 25° x 19° Thermal Sensitivity < 50mK @ 30C
PSII Fluorescence Response Lemnatec PS II (specs) 25° x 19° Illumination 635nm x 4000umol/m2/s
Multi-spectral Radiometers
Dedicated NDVI Skye Multispectral Radiometer (web) (specs) CH1: 650nm; CH2 800. Bandwidth: 10 nm 1 down, 1 up
Dedicated PRI Sensor Skye Radiometer (web) (specs) CH1: 531nm +/- 3nm PRI = Photochemical Reflectance Index
PAR Sensor Quantum SQ-300 180° Spectral Range 410 to 655 nm
VNIR Spectroradioometer Ocean Optics STS-Vis Range: 337-824 nm @ 1/2 nm
VNIR+SWIR Spectrometer Spectral Evolution PSR+ Range 350-2500nm @3-8 nm Installed 2018
Active Reflectance Crop Circle ACS430P Bands: 670, 730, 780 nm
Environmental Sensors
Environmental Sensors Thies ClimaSensorD (web) (specs) Wind, Air T, Humidity, Pressure, Light, Precipitation
Open Path CO2 Sensor GMP 343 Range: 0-1000 ppm

Controlled-environment phenotyping

The Bellwether Foundation Phenotyping Facility at the Donald Danforth Plant Science Center, Missouri is a climate controlled 70 m2 growth house with a conveyor belt system for moving plants to and from fluorescence, color, and near infrared imaging cabinets. This automated, high-throughput platform allows repeated non-destructive time-series image capture and multi-parametric analysis of 1,140 plants in a single experiment.

Genomics Data

Public Release vs Unreleased Data

Real-time sensor data transfer by file number and size can be viewed here.

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Trait Data

Location of sensors on the Lemnatec field scanner.