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High-precision Electromagnetic Flowmeter with Empty Pipe Detection via Complex Programmable Logic Device-based Waveform Recognition
Published on: June 27, 2025
Tyler W Davis1, Chen-Min Kuo, Xu Liang
1Department of Civil and Environmental Engineering, University of Pittsburgh, 3700 O'Hara Street 941 Benedum Engineering Hall, Pittsburgh, PA 15261, USA. twd2@pitt.edu
Researchers developed low-cost sap flow sensors for monitoring tree transpiration. These DIY sensors, costing only 2% of commercial options, provide acceptable sap flow estimates, demonstrating their value for ecological research.
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