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Acta Agron Sin ›› 2009, Vol. 35 ›› Issue (4): 745-748.doi: 10.3724/SP.J.1006.2009.00745

• RESEARCH NOTES • Previous Articles     Next Articles

Effects of Plant Population Density on Fractal Dimension of Corn Based on Image Processing

LIANG Shu-Min1,YANG Jin-Zhong2*,LI Na-Na1,Hao Jian-Ping1,DU Tian-qing1,CUI Fu-Zhu1,CHENG Li-Juan1   

  1. 1Shanxi Agricultural University,Taigu 030801,China;2Qingdao Agricultural University,Qingdao 266109,China
  • Received:2008-09-09 Revised:2008-12-29 Online:2009-04-12 Published:2009-02-16
  • Contact: YANG Jin-Zhong E-mail:jzyang@qau.edu.cn

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Abstract:

Using fractal analysis method and image process, for corn cultivar Qiangsheng 49 was analyzed the effects of plant population density on fractal dimension (FD) of plant skeletal images. When the population density increased from 2.4 to 7.8 plants per square meters by 1.2 increment, the FD value decreased gradually from 1.192 to 1.163. Under all population density conditions, the FD values increased till early kernel filling and then decreased. The FD value was correlated with plant height, photosynthetic leaf sources and biomass to some extents. FD can be used widely in describing corn plant architecture as a new meaningful indicator.

Key words: Corn, Image process, Fractal dimension, Plant population density, Plant architecture

[1]Li S-K(李少昆), Wang C-T(王崇桃). The methods of obtaining and expressing information of crop plant shape and population structure. J Shihezi Univ (石河子大学学报), 1997, 1(3): 250–256 (in Chinese with English abstract)
[2]Li Z-C(李志臣), Ji C-Y(姬长英). Calculation of weed fractal dimension based on image analysis. Trans CSAE (农业工程学报), 2006, 22(11): 175–178 (in Chinese with English abstract)
[3]Frontier S. Application of fractal theory to ecology In: Legendre P, Legendre L, eds. Developments in Numerical Ecology. New York: NATO Scientific Affairs Division,. 1987. pp 335–377
[4]Eghball B, Settimi J R, Maranville J W, Parkhurst A M. Fractal analysis for morphological description of corn roots under nitrogen stress. Agron J, 1993, 85: 287–289
[5]Li X-H(李谢辉), Tashpolat Tiyip(塔西甫拉提·特依拜), Ren F-W(任福文). Dynamic changes of cropland based on fractal theory and its driving forces in aridoasis. Trans CSAE (农业工程学报), 2007, 23(2): 65–70 (in Chinese with English abstract)
[6]Fournier C, Andrieu B. A 3D architectural and process-based model of maize development. Ann Bot, 1998, 81: 233–250
[7]Foroutan-Pour K, Dutilleul P, Smith J D L. Effects of plant population density and intercropping with soybean on the fractal dimension of corn plant skeletal images. Agron Crop Sci, 2000, 184: 89–100
[8]Li S-K(李少昆), Zhang X(张弦), Zhao M(赵明), Wang S-A(王树安). Studies on the technique of multi-media image processing for plant shape information of crop. Acta Agron Sin (作物学报), 1998, 24(3): 265–271 (in Chinese with English abstract)
[9]Guan C-H(关彩虹), Yang J-Z(杨锦忠). Plant similarity studies within different summer corn populations. Acta Bot Boreali-Occident Sin (西北植物学报), 2000, 20(2): 238–242 (in Chinese with English abstract)
[10]Xiao S-H(肖世和), Chen X(陈孝), Wu Z-S(吴兆苏). Dynamic Analysis of Biomass Yield and Its components after Anthesis in Wheat. Acta Agron Sin (作物学报), 1995, 21(2): 155–160 (in Chinese with English abstract)
[11]Lü L-H(吕丽华), Tao H-B(陶洪斌), Xia L-K(夏来坤), Zhang Y-J(张雅杰), Zhao-M(赵明), Zhao J-R (赵久然), Wang-P(王璞). Canopy structure and photosynthesis traits of summer maize under different planting densities. Acta Agron Sin (作物学报), 2008, 34(3): 447?455(in Chinese with English abstract)
[12]Zhang L-X(章履孝), Chen-J(陈静). The maize plant type of standards and analysis. Jiangsu Agric Sci (江苏农业科学), 1991, (5): 30–31(in Chinese)
[13]Pei X-D(裴鑫德). The discriminant model of maize plant type. Acta Agric Boreali-Sin (华北农学报), 1994, 9(2): 1–8(in Chinese with English abstract)
[14]Zhang X(张弦), Yan Y-L(严衍录). Gain crop shape information with image processing technique. Sci Agric Sin (中国农业科学), 1996, 29(5): 89–93(in Chinese with English abstract)
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