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[Simulation model for cucumber growth and development in sunlight greenhouse]
Chen Cheng1, Li-Ping Feng1, Qing-Yu Xue2
1College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, China.
A new cucumber growth model accurately simulates development stages, leaf area, and organ weights in greenhouses. This tool supports intelligent cucumber production management using light and temperature data.
Area of Science:
- Agricultural Science
- Plant Physiology
- Environmental Modeling
Background:
- Intelligent management of cucumber production requires accurate simulation of growth and development.
- Cucumber growth is influenced by environmental factors like light and temperature.
- Existing models may not fully capture the complex dynamics of greenhouse cucumber cultivation.
Purpose of the Study:
- To develop a dynamic simulation model for cucumber growth and development in sunlight greenhouses.
- To provide technical support for intelligent management of cucumber production.
- To accurately simulate key development periods, leaf area, and organ biomass.
Main Methods:
- Developed a cucumber development module based on the clock model algorithm, using two years of experimental data.
- Established a Leaf Area Index (LAI) module based on the relationship between leaf growth and meteorological factors (temperature, radiation).
- Constructed dry matter and fresh weight simulation modules incorporating photosynthesis, respiration, and organ water content.
Main Results:
- The integrated model accurately simulated key development stages with a coincidence index (D) of 0.79-0.97.
- Simulated Leaf Area Index (LAI) showed high accuracy with D=0.90.
- Simulated dry weights of various organs (root, stem, leaf, flower, fruit) demonstrated high accuracy (D > 0.98).
Conclusions:
- The developed cucumber growth and development model accurately quantifies cucumber growth in sunlight greenhouses.
- The model provides a reliable tool for technical support in intelligent cucumber production management.
- Accurate simulation of development, LAI, and biomass supports optimized greenhouse cultivation strategies.
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