Publications

image of web interface to exploring trait data

First release of TERRA REF data to public domain

Aug 19, 2020

    Data From: TERRA-REF, An Open Reference Data Set From High Resolution Genomics, Phenomics, and Imaging Sensors David S. LeBauer1 Maxwell A. Burnette2 Jeffrey...

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Figure 1: Each subfigure shows the original image over the color-corrected image, and the masks derived from each.

Learning to Correct for Bad Camera Settings in Large Scale Plant Monitoring

Jun 18, 2019

Zongyang presented his research and implementation on an algorithm to correct image exposure at the CVPR 2019 workshop on "Computer Vision Problems in Plant Phenotyping". Abstract: In large scale...

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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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