Estimating photosynthetically active radiation distribution in maize canopies by a three-dimensional incident radiation model
Xiping Wang A B , Yan Guo B , Xiyong Wang C , Yuntao Ma B and Baoguo Li B DA College of Resources and Environmental Sciences, Hebei Normal University, Shijiazhuang 050016, China.
B Key Laboratory of Plant-soil Interactions of MOE, College of Resources and Environment, China Agricultural University, Beijing 100193, China.
C Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL 32611, USA.
D Corresponding author. Email: libg@cau.edu.cn
This paper originates from a presentation at the 5th International Workshop on Functional–Structural Plant Models, Napier, New Zealand, November 2007.
Functional Plant Biology 35(10) 867-875 https://doi.org/10.1071/FP08054
Submitted: 7 March 2008 Accepted: 1 October 2008 Published: 11 November 2008
Abstract
The three-dimensional (3-D) radiation distribution model in plant canopy is pivotal for understanding and modelling plant eco-physiological processes. Diffuse and direct radiations penetrate into plant canopies in different ways and may present different intensity and wavelength composition. Sunfleck (the canopy surfaces where the direct radiation reaches) distribution in the plant canopy is usually regarded as an important index for crop development, especially under dense canopy conditions. Distributions of direct and diffuse components of photosynthetically active radiation (PAR) in maize (Zea mays L.) canopies were estimated respectively using a 3-D incident radiation model (3DIRM). The 3DIRM model was set up for computing incident radiation in crop canopies by applying a parallel-projection based submodel for direct solar radiation and a central-projection based submodel for incident diffuse radiation simulation in crop canopy. It was well assessed with a field experiment with multi-point PAR measurement in maize canopies with relative errors of 2.6, 4.5 and 2.6%, respectively, for sunfleck area ratio, diffuse PAR and total PAR. The results suggest that the 3DIRM model could be used to estimate the direct, diffuse and total PAR at any specific surface part in the 3-D canopy space. The exponential distinction model for direct, diffuse and total PAR along with leaf area index in different heights in maize canopies was also evaluated based on the 3DIRM simulation results.
Additional keywords: diffuse radiation, leaf area index, light model, maize, PAR, sunflecks.
Acknowledgements
This study was sponsored by ‘863’ Hi-Tech Research and Development Program of China (2006AA10Z229), the Program for Changjiang Scholars and Innovative Research Team in University (IRT0412) and Research Foundation of Hebei Normal University (L2004B13). Mr. Zhicai Zhang and Meiping Wen gave a lot of help in field measurements and data treatments.
Chelle M
(2005) Phylloclimate or the climate perceived by individual plant organs: What is it? How to model it? What for? New Phytologist 166, 781–790.
| Crossref |
PubMed |
Chelle M, Andrieu B
(1998) The nested radiosity model for the distribution of light within plant canopies. Ecological Modelling 111, 75–91.
| Crossref |
Chelle M, Andrieu B
(1999) Radiative models for architectural modeling. Agronomie 19, 225–240.
| Crossref | GoogleScholarGoogle Scholar |
Chen JM,
Blanken PD,
Black TA,
Guilbeault M, Chen S
(1997) Radiation regime and canopy architecture in a boreal aspen forest. Agricultural and Forest Meteorology 86, 107–125.
| Crossref | GoogleScholarGoogle Scholar |
Danjon F,
Barker DH,
Drexhage M, Stokes A
(2008) Using three-dimensional plant root architecture in models of shallow-slope stability. Annals of Botany 101, 1281–1293.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Dauzat J, Eroy MN
(1997) Simulating light regime and intercrop yields in coconut based farming systems. European Journal of Agronomy 7, 63–74.
| Crossref | GoogleScholarGoogle Scholar |
Dauzat J,
Clouval P,
Luquet D, Martin P
(2008) Using virtual plants to analyse the light-foraging efficiency of a low-density cotton crop. Annals of Botany 101, 1153–1166.
| Crossref |
PubMed |
de Reffye P, Houllier F
(1997) Modelling plant growth and architecture: some recent advances and applications to agronomy and forestry. Current Science 73, 984–992.
Drouet JL,
Pagès L, Serra V
(2005) Dynamics of leaf mass pet unit leaf area and root mass per unit root volume of young maize plants: implications for growth models. European Journal of Agronomy 22, 185–193.
| Crossref |
Espana ML,
Baret F,
Aries F,
Chelle M,
Andrieu B, Prevot L
(1999) Modelling maize canopy 3-D architecture – application to reflectance simulation. Ecological Modelling 122, 25–43.
| Crossref | GoogleScholarGoogle Scholar |
González FG,
Slafer GA, Miralles DJ
(2005) Photoperiod during stem elongation in wheat: is its impact on fertile floret and grain number determination similar to that of radiation? Functional Plant Biology 32, 181–188.
| Crossref | GoogleScholarGoogle Scholar |
Grant RH
(1997) Partitioning of biologically active radiation in plant canopies. International Journal of Biometeorology 40, 26–40.
| Crossref | GoogleScholarGoogle Scholar |
Grant RF,
Peters DB, Larsen EM
(1989) Simulation of canopy photosynthesis in maize and soybean. Agricultural and Forest Meteorology 48, 75–79.
| Crossref | GoogleScholarGoogle Scholar |
Hanan JS, Hearn AB
(2003) Linking physiological and architectural models of cotton. Agricultural Systems 75, 47–77.
| Crossref | GoogleScholarGoogle Scholar |
Ma Y,
Li B,
Zhan Z,
Guo Y,
Luquet D,
de Reffye P, Dingkuhn M
(2007) Parameter stability of the functional–structural plant model GREENLAB as affected by variation within populations, among seasons and among growth stages. Annals of Botany 99, 61–73.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Maddonni GA,
Chelle M,
Drouet J, Andrieu B
(2001) Light interception of constrasting azimuth canopies under square and rectangular plant spatial distributions: simulation and crop measurements. Field Crops Research 70, 1–13.
| Crossref | GoogleScholarGoogle Scholar |
Mõttus M
(2004) Measurement and modelling of the vertical distribution of sunfleck area, penumbra and umbra in willow coppice. Agricultural and Forest Meteorology 121, 79–91.
| Crossref | GoogleScholarGoogle Scholar |
Pearcy RW, Yang W
(1996) A three dimensional crown architecture model for assessment of light capture and carbon gain by understory plants. Oecologia 108, 1–12.
| Crossref | GoogleScholarGoogle Scholar |
Pearcy RW,
Muraoka H, Valladares F
(2005) Crown architecture in sun and shade environments: assessing function and tradeoffs with a 3-D simulation model. New Phytologist 166, 791–800.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Prusinkiewicz PW,
Remphrey WR, Davidson CG
(1994) Modeling the architecture of expanding Fraxinus pennsylvanica shoots using L-systems. Canadian Journal of Botany 72, 701–714.
| Crossref | GoogleScholarGoogle Scholar |
Renaud C,
Bricout F, Lepretre E
(1995) Massively parallel hemispherical projection for progressive radiosity. Computer Graphics 19, 273–279.
| Crossref | GoogleScholarGoogle Scholar |
Room PM,
Hanan JS, Prusinkiewicz P
(1996) Virtual plants: new perspectives for ecologists, pathologists and agricultural scientists. Trends in Plant Science 1, 33–38.
| Crossref | GoogleScholarGoogle Scholar |
Rosati A, Dejong TM
(2003) Estimating photosynthetic radiation use efficiency using incident light and photosynthesis of individual leaves. Annals of Botany 91, 869–877.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Sinoquet H,
Thanisawanyangkura S,
Mabrouk H, Kasemsap P
(1998) Characterization of the light environment in canopies using 3-D digitizing and image processing. Annals of Botany 82, 203–212.
| Crossref | GoogleScholarGoogle Scholar |
Sinoquet H,
Sonohat G,
Phattaralerphong J, Godin C
(2005) Foliage randomness and light interception in 3-D digitized trees: an analysis of 3-D discretization of the canopy. Plant, Cell & Environment 29, 1158–1170.
Vesala T,
Markkanen T,
Palva L,
Siivola E,
Palmroth S, Hari P
(2000) Effect of variations of PAR on CO2 exchange estimation for scotspine. Agricultural and Forest Metrology 100, 337–347.
| Crossref | GoogleScholarGoogle Scholar |
Wang X,
Guo Y,
Li B, Ma Y
(2005) Modelling the three dimensional distribution of direct solar radiation in a maize canopy. Acta Ecologica Sinica [In Chinese with English abstract] 25, 7–12.
Wang X,
Guo Y,
Li B,
Wang X, Ma Y
(2006) Evaluating a three dimensional model of diffuse photosynthetically active radiation in maize canopies. International Journal of Biometeorology 50, 349–357.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
White HP,
Miller JR, Chen JM
(2001) Four-scale linear model for anisotropic reflectance (FLAIR) for plant canopies. I: Model description and partial validation. IEEE Transactions on Geoscience and Remote Sensing 39, 1072–1083.
| Crossref | GoogleScholarGoogle Scholar |
Wright IJ,
Leishman MR,
Read C, Westoby M
(2006) Gradients of light availability and leaf traits with leaf age and canopy position in 28 Australian shrubs and trees. Functional Plant Biology 33, 407–419.
| Crossref | GoogleScholarGoogle Scholar |