Virtual Geographic Simulation of Light Distribution within Three-Dimensional Plant Canopy Models

Virtual geographic environments (VGEs) have been regarded as an important new means of simulating, analyzing, and understanding complex geological processes. Plants and light are major components of the geographic environment. Light is a critical factor that affects ecological systems. In this study...

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Main Authors: Liyu Tang, Dan Yin, Shuwei Chen, Chongcheng Chen, Hongyu Huang, Ding Lin
Format: Article
Language:English
Published: MDPI AG 2017-12-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/6/12/405
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spelling doaj-4923e4cdd75145c7b6dc20dad111b8fd2020-11-24T22:05:43ZengMDPI AGISPRS International Journal of Geo-Information2220-99642017-12-0161240510.3390/ijgi6120405ijgi6120405Virtual Geographic Simulation of Light Distribution within Three-Dimensional Plant Canopy ModelsLiyu Tang0Dan Yin1Shuwei Chen2Chongcheng Chen3Hongyu Huang4Ding Lin5Key Laboratory of Spatial Data Mining & Information Sharing of Ministry of Education, Fuzhou University, Fuzhou 350116, ChinaKey Laboratory of Spatial Data Mining & Information Sharing of Ministry of Education, Fuzhou University, Fuzhou 350116, ChinaKey Laboratory of Spatial Data Mining & Information Sharing of Ministry of Education, Fuzhou University, Fuzhou 350116, ChinaKey Laboratory of Spatial Data Mining & Information Sharing of Ministry of Education, Fuzhou University, Fuzhou 350116, ChinaKey Laboratory of Spatial Data Mining & Information Sharing of Ministry of Education, Fuzhou University, Fuzhou 350116, ChinaKey Laboratory of Spatial Data Mining & Information Sharing of Ministry of Education, Fuzhou University, Fuzhou 350116, ChinaVirtual geographic environments (VGEs) have been regarded as an important new means of simulating, analyzing, and understanding complex geological processes. Plants and light are major components of the geographic environment. Light is a critical factor that affects ecological systems. In this study, we focused on simulating light transmission and distribution within a three-dimensional plant canopy model. A progressive refinement radiosity algorithm was applied to simulate the transmission and distribution of solar light within a detailed, three-dimensional (3D) loquat (Eriobotrya japonica Lindl.) canopy model. The canopy was described in three dimensions, and each organ surface was represented by a set of triangular facets. The form factors in radiosity were calculated using a hemi-cube algorithm. We developed a module for simulating the instantaneous light distribution within a virtual canopy, which was integrated into ParaTree. We simulated the distribution of photosynthetically active radiation (PAR) within a loquat canopy, and calculated the total PAR intercepted at the whole canopy scale, as well as the mean PAR interception per unit leaf area. The ParaTree-integrated radiosity model simulates the uncollided propagation of direct solar and diffuse sky light and the light-scattering effect of foliage. The PAR captured by the whole canopy based on the radiosity is approximately 9.4% greater than that obtained using ray tracing and TURTLE methods. The latter methods do not account for the scattering among leaves in the canopy in the study, and therefore, the difference might be due to the contribution of light scattering in the foliage. The simulation result is close to Myneni’s findings, in which the light scattering within a canopy is less than 10% of the incident PAR. Our method can be employed for visualizing and analyzing the spatial distribution of light within a canopy, and for estimating the PAR interception at the organ and canopy levels. It is useful for designing plant canopy architecture (e.g., fruit trees and plants in urban greening) and planting planning.https://www.mdpi.com/2220-9964/6/12/405virtual geographic environmentthree-dimensional modellight distributioncanopy structureradiosity
collection DOAJ
language English
format Article
sources DOAJ
author Liyu Tang
Dan Yin
Shuwei Chen
Chongcheng Chen
Hongyu Huang
Ding Lin
spellingShingle Liyu Tang
Dan Yin
Shuwei Chen
Chongcheng Chen
Hongyu Huang
Ding Lin
Virtual Geographic Simulation of Light Distribution within Three-Dimensional Plant Canopy Models
ISPRS International Journal of Geo-Information
virtual geographic environment
three-dimensional model
light distribution
canopy structure
radiosity
author_facet Liyu Tang
Dan Yin
Shuwei Chen
Chongcheng Chen
Hongyu Huang
Ding Lin
author_sort Liyu Tang
title Virtual Geographic Simulation of Light Distribution within Three-Dimensional Plant Canopy Models
title_short Virtual Geographic Simulation of Light Distribution within Three-Dimensional Plant Canopy Models
title_full Virtual Geographic Simulation of Light Distribution within Three-Dimensional Plant Canopy Models
title_fullStr Virtual Geographic Simulation of Light Distribution within Three-Dimensional Plant Canopy Models
title_full_unstemmed Virtual Geographic Simulation of Light Distribution within Three-Dimensional Plant Canopy Models
title_sort virtual geographic simulation of light distribution within three-dimensional plant canopy models
publisher MDPI AG
series ISPRS International Journal of Geo-Information
issn 2220-9964
publishDate 2017-12-01
description Virtual geographic environments (VGEs) have been regarded as an important new means of simulating, analyzing, and understanding complex geological processes. Plants and light are major components of the geographic environment. Light is a critical factor that affects ecological systems. In this study, we focused on simulating light transmission and distribution within a three-dimensional plant canopy model. A progressive refinement radiosity algorithm was applied to simulate the transmission and distribution of solar light within a detailed, three-dimensional (3D) loquat (Eriobotrya japonica Lindl.) canopy model. The canopy was described in three dimensions, and each organ surface was represented by a set of triangular facets. The form factors in radiosity were calculated using a hemi-cube algorithm. We developed a module for simulating the instantaneous light distribution within a virtual canopy, which was integrated into ParaTree. We simulated the distribution of photosynthetically active radiation (PAR) within a loquat canopy, and calculated the total PAR intercepted at the whole canopy scale, as well as the mean PAR interception per unit leaf area. The ParaTree-integrated radiosity model simulates the uncollided propagation of direct solar and diffuse sky light and the light-scattering effect of foliage. The PAR captured by the whole canopy based on the radiosity is approximately 9.4% greater than that obtained using ray tracing and TURTLE methods. The latter methods do not account for the scattering among leaves in the canopy in the study, and therefore, the difference might be due to the contribution of light scattering in the foliage. The simulation result is close to Myneni’s findings, in which the light scattering within a canopy is less than 10% of the incident PAR. Our method can be employed for visualizing and analyzing the spatial distribution of light within a canopy, and for estimating the PAR interception at the organ and canopy levels. It is useful for designing plant canopy architecture (e.g., fruit trees and plants in urban greening) and planting planning.
topic virtual geographic environment
three-dimensional model
light distribution
canopy structure
radiosity
url https://www.mdpi.com/2220-9964/6/12/405
work_keys_str_mv AT liyutang virtualgeographicsimulationoflightdistributionwithinthreedimensionalplantcanopymodels
AT danyin virtualgeographicsimulationoflightdistributionwithinthreedimensionalplantcanopymodels
AT shuweichen virtualgeographicsimulationoflightdistributionwithinthreedimensionalplantcanopymodels
AT chongchengchen virtualgeographicsimulationoflightdistributionwithinthreedimensionalplantcanopymodels
AT hongyuhuang virtualgeographicsimulationoflightdistributionwithinthreedimensionalplantcanopymodels
AT dinglin virtualgeographicsimulationoflightdistributionwithinthreedimensionalplantcanopymodels
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