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Updated: Feb 12, 2026

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Automated Segmentation of Cortical Grey Matter from T1-Weighted MRI Images
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Flip-flop method: A new T1-weighted flow-MRI for plants studies
Simon Buy1,2, Simon Le Floch3, Ning Tang4
1L2C, University of Montpellier, CNRS, Montpellier, France.
Plos One
|March 30, 2018
Summary
This study introduces a novel flow-MRI method to measure plant sap flow, crucial for understanding plant responses to climate change. The technique accurately quantifies slow water movement in plants, aiding in drought and rainfall stress research.
Area of Science:
- Plant Physiology
- Biophysics
- Imaging Science
Background:
- Climate warming increases plant stress from drought and extreme rainfall.
- Understanding plant behavior under stress is critical.
- Sap flow measurement is key to plant physiological studies.
Purpose of the Study:
- To develop and validate a novel Magnetic Resonance Imaging (MRI) method for measuring plant sap flow.
- To enable precise quantification of slow water movement in plants.
- To assess plant responses to environmental stressors.
Main Methods:
- A novel flow-MRI technique utilizing inflow slice sensitivity within a multi-slice spin echo sequence.
- Implementation of two sequences for consecutive inflow and outflow sensitivity in a given slice.
- Demonstration of slow flow-sensitive imaging capabilities.
Main Results:
- Successful measurement of slow flow rates as low as 10 μm.s-1 on a test bench.
- Imaging of the Poiseuille's profile of xylem sap flow velocity in tomato plant stems.
- Validation of the method's straightforward application for slow flow quantification.
Conclusions:
- The developed flow-MRI method is effective for measuring slow sap flow in plants.
- This technique provides valuable insights into plant water transport dynamics.
- It offers a powerful tool for plant stress physiology research under changing climate conditions.
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