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Assessing interannual variation in leaf chlorophyll dynamics using optical and destructive methods with mixed-effects
Ramla Khan1,2
1Health data sciences division, The University of Oxford, Oxford, UK. ramla.khan@ndorms.ox.ac.uk.
Journal of Plant Research
|June 15, 2026
Summary
Portable optical meters offer non-destructive leaf chlorophyll assessment, but require calibration. This study calibrated a CCM-300 for field maple, revealing earlier senescence in a warmer, drier year, highlighting environmental impacts on plant physiology.
Area of Science:
- Plant Physiology
- Ecology
- Remote Sensing
Background:
- Accurate leaf chlorophyll assessment is vital for understanding plant responses to environmental changes.
- Solvent extraction is precise but destructive; portable optical meters offer non-destructive measurements but need calibration.
Purpose of the Study:
- To evaluate the performance of the CCM-300 portable chlorophyll meter.
- To reconstruct seasonal chlorophyll dynamics in field maple (Acer campestre).
- To compare chlorophyll dynamics across two contrasting UK summers.
Main Methods:
- Paired chlorophyll fluorescence ratio (CFR) and acetone-extracted chlorophyll data were collected in 2023.
- Calibration models were developed using RF regression and a simple linear model for cross-year projection.
- CCM-300 data from 2022 were projected using the calibration to create a "virtual acetone" trajectory.
Main Results:
- Both years showed mid-season chlorophyll plateaus and late-summer declines.
- Senescence initiated earlier in the warmer, drier 2022 season.
- Temperature and wind speed positively affected CFR in 2022; mild conditions showed non-linear decline in 2023.
Conclusions:
- The CCM-300 can track seasonal chlorophyll dynamics, with earlier senescence observed in a warmer, drier year.
- Cross-year projections provide insights into relative seasonal trajectory shape and timing.
- Environmental factors significantly influence plant chlorophyll dynamics and senescence timing.

