Articles
Establishment of 3D-scanned parametric model database of paprika (Capsicum annuum L.) with growth stage
Article number
1271_37
Pages
273 – 278
Language
English
Abstract
Simplified estimation of light interception in process-based model (PBM) exhibits decreasing accuracy due to complicated structures of plants.
Functional-structural plant model (FSPM) includes the structural features required for estimation of light interception, which results in improved accuracy over PBM. However, accuracy is still a problem because the model is constructed in an indirect way.
We created high resolution models of paprika plants using 3D scanner every 1 or 2 weeks during growing season.
The scanned models were converted into parametric models to enable the optical simulation on developed models.
The error between the scanned and parametric models was less than 0.1 mm, indicating that the scanned model well reflected the actual plant.
The data of the parametric models were separated by organs for detail analysis.
The analysis with growth stage could be performed more accurately.
In addition, by combining each plant organ into the existing crop modeling tool, it was possible to visualize the plant model close to the actual one.
Functional-structural plant model (FSPM) includes the structural features required for estimation of light interception, which results in improved accuracy over PBM. However, accuracy is still a problem because the model is constructed in an indirect way.
We created high resolution models of paprika plants using 3D scanner every 1 or 2 weeks during growing season.
The scanned models were converted into parametric models to enable the optical simulation on developed models.
The error between the scanned and parametric models was less than 0.1 mm, indicating that the scanned model well reflected the actual plant.
The data of the parametric models were separated by organs for detail analysis.
The analysis with growth stage could be performed more accurately.
In addition, by combining each plant organ into the existing crop modeling tool, it was possible to visualize the plant model close to the actual one.
Authors
D.P. Kim, W.H. Kang, J.W. Kim, J.H. Kim, K.S. Park, J.E. Son
Keywords
3D scanner, 3D reconstruction, growth monitoring, plant modeling, ray-tracing
Groups involved
- Division Greenhouse and Indoor Production Horticulture
- Division Precision Horticulture and Engineering
- Division Plant-Environment Interactions in Field Systems
- Working Group Nettings in Horticulture (subgroup of Protected Cultivation in Mild Winter Climates)
- Working Group Light in Horticulture
- Working Group Organic Greenhouse Horticulture
- Working Group Modelling Plant Growth, Environmental Control, Greenhouse Environment
- Working Group Protected Cultivation, Nettings and Screens for Mild Climates
- Working Group Vegetable Grafting
- Working Group Computational Fluid Dynamics in Agriculture
- Working Group Design and Automation in Integrated Indoor Production Systems
- Working Group Mechanization, Digitization, Sensing and Robotics
- Working Group Greenhouse Environment and Climate Control
- Commission Agroecology and Organic Farming Systems
Online Articles (65)
