Forest dynamic succession simulation based on individual plant growth model

CHENG Yue; LIN Min; YANG Gang; HUANG Xin-yuan

doi:10.13332/j.1000-1522.20170016

Journal of Beijing Forestry University > 2017 > 39(6): 96-106. > DOI: 10.13332/j.1000-1522.20170016

CHENG Yue, LIN Min, YANG Gang, HUANG Xin-yuan. Forest dynamic succession simulation based on individual plant growth model[J]. Journal of Beijing Forestry University, 2017, 39(6): 96-106. DOI: 10.13332/j.1000-1522.20170016

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Forest dynamic succession simulation based on individual plant growth model

1.
College of Information Science and Technology, Beijing Forestry University, Beijing, 100083, P. R. China
2.
College of Animation and Digital Arts, Communication University of China, Beijing, 100024, P. R. China

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Received Date: January 16, 2017
Revised Date: April 25, 2017
Published Date: May 31, 2017

Graphical Abstract

Abstract

Abstract

The calculation and simulation of forest dynamic succession is always a significant issue of forest ecology. Different from traditional macroscope simulation way, in this paper, we proposed a bottom-up simulation approach based on individual plant growth model. The parameterized individual plant growth model was constructed firstly considering three influencing factors on plant growth including plant internal attribute, external environment and neighborhood competition, so as to simulate the growth changes in various environments of plant. Under such circumstance, a large amount of plant individuals in a forest would be calculated by the ergodic and iterative way to simulate the growth succession phenomenon in whole forest region. The results of experiment show that the approach in this paper could simulate the dynamic changing effect influenced by complex external environment of vegetation, including various typical rules of vegetation succession such as natural thinning, species competition and species succession.
- individual plant,
- health index,
- forest dynamic succession,
- visualized simulation

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References (16)

References

[1]	桑卫国, 马克平, 陈灵芝, 等.森林动态模型概论[J].植物学通报, 1999, 16(3):193 - 200. doi: 10.3969/j.issn.1674-3466.1999.03.001 SANG W G, MA K P, CHEN L Z, et al. A brief review on forest dynamics models[J]. Chinese Bulletin of Botany, 1999, 16(3):193 - 200. doi: 10.3969/j.issn.1674-3466.1999.03.001
[2]	刘永霞.北京山地油松林分生长过程数量化模拟研究[D].北京: 北京林业大学, 2007. LIU Y X. Study on quantitative simulation of growth process for Chinese pine stand in mountain areas of Beijing[D]. Beijing : Beijing Forestry University, 2007.
[3]	周丹卉, 贺红士, 孙国臣, 等.林窗模型及其在全球气候变化研究中的应用[J].生态学杂志, 2007, 26(8): 1303 - 1310. http://d.old.wanfangdata.com.cn/Periodical/stxzz200708028 ZHOU D H, HE H S, SUN G C, et al. Gap model and its application in studies of global climate change[J]. Chinese Journal of Ecology, 2007, 26(8): 1303 - 1310. http://d.old.wanfangdata.com.cn/Periodical/stxzz200708028
[4]	霍常富, 赵晓敏, 鲁旭阳, 等.林窗模型研究进展[J].世界林业研究, 2009, 22(6):43 - 48. http://d.old.wanfangdata.com.cn/Periodical/sjlyyj200906007 HUO C F, ZHAO X M, LU X Y, et al. Review on forest gap models[J].World Forestry Research, 2009, 22(6):43 - 48. http://d.old.wanfangdata.com.cn/Periodical/sjlyyj200906007
[5]	梁晓东, 叶万辉.林窗研究进展[J].热带亚热带植物学报, 2001, 9(4):355 - 364. doi: 10.3969/j.issn.1005-3395.2001.04.015 LIANG X D, YE W H.Advances in study on forest gaps[J].Journal of Tropical and Subtropical Botany, 2001, 9(4):355 - 364. doi: 10.3969/j.issn.1005-3395.2001.04.015
[6]	程肖侠.气候变化背景下中国东北森林的演替动态[D].北京: 中国科学院研究生院, 2007. http://cdmd.cnki.com.cn/Article/CDMD-80058-2007179153.htm CHENG X X. Succession dynamics of the forest in the northeast of China under the climate changing scenarios[D].Beijing: Graduate University of Chinese Academy of Sciences, 2007. http://cdmd.cnki.com.cn/Article/CDMD-80058-2007179153.htm
[7]	YODA K, KIRA T, OGAWA H. Self-thinning in overcrowded pure stands under cultivated and natural conditions[J]. Journal of Biology, Osaka City University, 1963, 14: 107 - 129.
[8]	GREEN D G. Modelling plants in landscapes[M]//MICHALEWICZ M T. Plants to ecosystems-advances in computational life sciences. Melboume: CSIRO Publishing, 1997: 85 - 96.
[9]	BERGER U, HILDENBRANDT H, GRIMM V. Towards a standard for the individual based modeling of plant populations:self-thinning and the field of neighborhood approach[J]. Natural Resource Modeling, 2002, 15(1): 39 - 54. doi: 10.1111/j.1939-7445.2002.tb00079.x
[10]	BERGER U, HILDENBRANDT H. A new approach to spatially explicit modeling of forest dynamics: spacing, ageing and neighborhood competition of mangrove trees[J]. Ecological Modeling, 2000, 132(3): 287 - 302. doi: 10.1016/S0304-3800(00)00298-2
[11]	DEUSSEN O, HANRAHAN P, LINTERMANN B, et al. Realistic modeling and rendering of plant ecosystems[C]//Proceedings of the 25th Annual Conference on Computer Graphics and Interactive Techniques. New York: ACM Press, 1998: 275 - 286.
[12]	LANE B, PRUSINKIEWICZ P. Generating spatial distributions for multilevel models of plant communities[C]//Proceedings of the Graphics Interface Calgary. Alberta: Canadian Human-Computer Communications Society Press, 2002: 69 - 80.
[13]	ALSWEIS M, DEUSSEN O. Modeling and visualisation of symmetric and asymmetric plant competition[C]//Proceedings of Eurographics Workshop on Natural Phenomena'05. Dublin: Eurographics Association, 2005: 83 - 88.
[14]	BENES B, GUERRERO J M S. Clustering in virtual plant ecosystems[C]//Proceedings of WSCG'04. Plzen : Union Agency-Science, 2004: 9 - 16.
[15]	单梁, 杨刚, 黄心渊.森林动态演替现象的可视化模拟[J].中国图象图形学报, 2013, 18(12): 1666 - 1675. doi: 10.11834/jig.20131216 SHAN L, YANG G, HANG X Y. Simulation of the dynamic evolution of spatial distribution of trees in the forest[J]. Journal of Image and Grafics, 2013, 18(12): 1666 - 1675. doi: 10.11834/jig.20131216
[16]	李清芳, 辛天蓉, 马成仓, 等. pH值对小麦种子萌发和幼苗生长代谢的影响[J].安徽农业科学, 2003, 31(2): 185 - 187. doi: 10.3969/j.issn.0517-6611.2003.02.007 LI Q F, XIN T R, MA C C, et al. Effect of pH value on wheat seed germination and seedlings growth and metabolism[J]. Journal of Anhui Agricultural Sciences, 2003, 31(2): 185 - 187. doi: 10.3969/j.issn.0517-6611.2003.02.007

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Forest dynamic succession simulation based on individual plant growth model