Sensors · 2023 · 14 citations · 8 references
EngineeringBotanyPlant SciencesBiosensorsMovement AnalysisSensorsBiopotential MeasurementGesture AnalysisGesture-based InteractionHuman-plant InteractionsMotion SensorsSensor-based InteractionActorsControl Group DesignGesture SensingHuman Activity RecognitionMatched Control GroupSensingSensor-based Gesture Recognition
This paper describes the preliminary results of measuring the impact of human body movements on plants. The scope of this project is to investigate if a plant perceives human activity in its vicinity. In particular, we analyze the influence of eurythmic gestures of human actors on lettuce and beans. In an eight-week experiment, we exposed rows of lettuce and beans to weekly eurythmic movements (similar to Qi Gong) of a eurythmist, while at the same time measuring changes in voltage between the roots and leaves of lettuce and beans using the plant spikerbox. We compared this experimental group of vegetables to a control group of vegetables whose voltage differential was also measured while not being exposed to eurythmy. We placed a plant spikerbox connected to lettuce or beans in the vegetable plot while the eurythmist was performing their gestures about 2 m away; a second spikerbox was connected to a control plant 20 m away. Using t-tests, we found a clear difference between the experimental and the control group, which was also verified with a machine learning model. In other words, the vegetables showed a noticeably different pattern in electric potentials in response to eurythmic gestures.
8
Scikit-learn: Machine Learning in Python
Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text
A Unified Approach to Interpreting Model Predictions
Scott Lundberg, Su‐In Lee · arXiv (Cornell University) · 2017 · 7.6K citations · Full text
Action potentials in higher plants
Barbara G. Pickard · The Botanical Review · 1973 · 314 citations