2017 ASHS Annual Conference
Photosynthetic Rate Prediction of Whole Mango Plant Using 3D Plant Model and Ray-tracing in Greenhouse
Photosynthetic Rate Prediction of Whole Mango Plant Using 3D Plant Model and Ray-tracing in Greenhouse
Tuesday, September 19, 2017: 8:45 AM
King's 3 (Hilton Waikoloa Village)
Photosynthesis is an important physiological response in determination of CO2 fertilization in greenhouse and further estimation of crop growth. In order to estimate the whole plant photosynthetic rate, it is necessary to investigate the light interception of the crops changing with environmental and morphological factors. The objective of this study were to analyze the light interception of the plant using a 3D plant model and ray-tracing, determine the spatial distribution of photosynthetic rate, calculate the whole plant photosynthetic rate of mango (Mangifera indica L.) grown in greenhouses. In case of mango, it is difficult to measure the actual light interception at canopy level due to its vase shape. Two-year-old Irwin mango plants were used. The light interception and whole plant photosynthetic rate was measured at artificial and natural lights using a closed chamber. A 3D plant model was constructed and the ray-tracing simulation was conducted for calculating the photosynthetic rate with two-variable leaf photosynthetic rate model of mango. At artificial light, the calculated photosynthetic rate increased from 1.7 to 3.1 μmol∙m-2∙s-1 with increasing CO2 concentration. At natural light, the photosynthetic rate increased from 0.2 μmol∙m-2∙s-1 at 06:00 and reached the maximum of 3.7 μmol∙m-2∙s-1 at 09:00, then gradually decreased to -0.5 μmol∙m-2∙s-1 at 18:00. In validation, simulation results showed good agreements with measured ones with R2 = 0.633 and RMSE = 0.615. From the results, it was supposed that this method could accurately estimate the whole plant photosynthetic rate and be useful for adequate CO2 fertilization.