Publications

UAV-Based high resolution thermal imaging for vegetation monitoring and plant phenotyping using ICI 8640 P, FLIR Vue Pro R 640 and thermoMap Cameras

Feb 7, 2019

The growing popularity of Unmanned Aerial Vehicles (UAVs) in recent years, along with decreased cost and more accessibility of both UAVs and thermal imaging sensors, has led to the widespread usage...

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Figures from manuscript: 1. Field Scanalyzer System operating in Maricopa, Arizona. 2 data flow and processing diagram. 3 field level mosaic from RGB camera. 4 table of sensors. 5 databases and interfaces 6 data analysis workbench

TERRA-REF Data Processing Infrastructure

Jul 22, 2018

The Transportation Energy Resources from Renewable Agriculture Phenotyping Reference Platform (TERRA-REF) provides a data and computation pipeline responsible for collecting, transferring, processing...

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Histograms for NDVI-UAV-Sequoia

Comparative Aerial and Ground Based High Throughput Phenotyping for the Genetic Dissection of NDVI as a Proxy for Drought Adaptive Traits in Durum Wheat

Jun 26, 2018

High-throughput phenotyping platforms (HTPPs) provide novel opportunities to more effectively dissect the genetic basis of drought-adaptive traits. This genome-wide association study (GWAS) compares...

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