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The Modified Brière Equation and Its Applications.
Jun Jin1, Brady K Quinn2, Peijian Shi3
1Research Institute of Architecture, Southeast University, Nanjing 210096, China.
Plants (Basel, Switzerland)
|July 9, 2022
Summary
A modified Brière equation (MBE) improves plant growth modeling. This enhanced model offers better elasticity and accuracy for quantifying plant biomass and height compared to the original Brière equation.
Area of Science:
- Ecology
- Mathematical Biology
- Agronomy
Background:
- The Brière equation (BE) models insect development rates and is adapted for plant growth.
- The integrated BE is used as a sigmoid growth equation for plant biomass accumulation.
- Existing BE-based models show discrepancies with empirical crop growth data, particularly regarding growth start time.
Purpose of the Study:
- To modify the Brière equation (BE) by introducing an additional parameter, creating the modified Brière equation (MBE).
- To enhance the elasticity of the sigmoid growth equation for improved data fitting in plant growth studies.
- To compare the goodness of fit between BE and MBE sigmoid growth equations using plant height and biomass data.
Main Methods:
- Modified the Brière equation (BE) by adding a parameter to create the modified Brière equation (MBE).
- Fitted sigmoid growth equations based on both BE and MBE to plant height and biomass data for 15 plant species.
- Assumed zero growth start time for all model fittings.
- Evaluated goodness of fit using root-mean-square errors and absolute percentage error.
Main Results:
- The modified Brière equation (MBE) demonstrated a superior goodness of fit compared to the Brière equation (BE) for most plant species studied.
- MBE showed improved elasticity in fitting plant growth data, including height and biomass.
- The study confirmed MBE's effectiveness in capturing plant ontogenetic and population growth dynamics.
Conclusions:
- The modified Brière equation (MBE) provides a more accurate and flexible tool for modeling plant growth.
- MBE enhances the quantitative analysis of plant ontogeny and population dynamics.
- This improved model aids in understanding and predicting plant biomass accumulation and height increase over time.
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