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A Telemetric, Gravimetric Platform for Real-Time Physiological Phenotyping of Plant–Environment Interactions
Published on: August 5, 2020
A canopy conductance model with temporal physiological and environmental factors
Jiaming Xu1, Bingfang Wu1, Dongryeol Ryu2
1State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100101, China; College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China.
This study improves canopy conductance models for better evapotranspiration simulation. The enhanced model accurately predicts water use efficiency across North China.
Area of Science:
- Hydrology and Water Resources
- Ecology and Environmental Science
- Plant Physiology
Background:
- Canopy conductance is crucial for simulating evapotranspiration, influenced by plant physiology and environmental factors like radiation and vapor pressure deficit.
- Existing models often overlook the dynamic interplay between physiological and environmental variables affecting canopy conductance.
Purpose of the Study:
- To develop an improved canopy conductance model that accounts for temporal variations in stomatal responses to radiation and vapor pressure deficit.
- To enhance the accuracy of evapotranspiration and surface conductance estimations in North China's river basins.
Main Methods:
- Developed a new canopy conductance model focusing on radiation and vapor pressure deficit dynamics.
- Incorporated plant type-specific functions for maximum stomatal conductance and a novel restrictive function for vapor pressure deficit.
- Integrated the improved model into a surface conductance model and validated it at eight flux stations in the Heihe and Haihe River Basins.
Main Results:
- The improved model demonstrated superior accuracy in estimating surface conductance and evapotranspiration compared to two existing models.
- Model performance remained acceptable even when key parameters were site-specific, suggesting broad applicability.
- The model effectively captured temporal variations in stomatal responses to environmental drivers.
Conclusions:
- The enhanced canopy conductance model offers a more accurate and parsimonious approach for predicting canopy conductance and water use efficiency.
- The model's robustness suggests its utility for diverse climate zones and surface types in North China.
- This research contributes to improved hydrological and ecological modeling in arid and semi-arid regions.
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