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Updated: Jan 25, 2026

High-Throughput, In-Field Screening of Photosynthetic Efficiency in Crop Plants Using an Autonomous Robot
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High-Throughput, In-Field Screening of Photosynthetic Efficiency in Crop Plants Using an Autonomous Robot

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Comparison of robot-deployable sensing methods for autonomous in-field screening of total petroleum hydrocarbons

Hairong Wang1, Lohita Rajesh1, Kavish Ganesh2

  • 1Department of Civil and Environmental Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, United States.

Journal of Hazardous Materials
|January 23, 2026
PubMed

Keywords:
Near infrared spectroscopyOn site screeningRobot DeploymentThermal desorptionTotal petroleum hydrocarbons

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