地理科学

地理科学 ›› 2004, Vol. 24 ›› Issue (5): 591-596.doi: 10.13249/j.cnki.sgs.2004.05.591

• 论文 • 上一篇    下一篇

GIS与ANN整合技术在森林资源蓄积量预测中的应用

丛沛桐1,2, 祖元刚1, 王瑞兰1, 李翠霞2   

  1. 1. 东北林业大学森林植物生态开放研究实验室, 黑龙江 哈尔滨 150040;
    2. 天津师范大学城市与环境科学学院, 天津 300074
  • 收稿日期:2003-11-06 修回日期:2004-04-12 出版日期:2004-09-20 发布日期:2004-09-20

Application of Integrative Technioue of GIS and ANN to Forecast of Timber Volume of Forest Resource

CONG Pei-Tong1,2, ZU Yuan-Gang1, WANG Rui-Lan1, LI Cui-Xia2   

  1. 1. Northeast Forest University Open Research Laboratory of Forest Plant Ecology, Harbin, Heilongjiang 150040;
    2. Tianjin Normal University College of Urban Environment Science, Tianjin 300074
  • Received:2003-11-06 Revised:2004-04-12 Online:2004-09-20 Published:2004-09-20

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被引次数

34

摘要： 基于MO和MATLAB平台,采用地理信息二次开发技术,建立了帽儿山林场老山实验站森林资源蓄积量评估和预测的地理信息系统,该系统整合在GIS平台上整合BP人工神经网络模型,模拟计算老山实验站森林蓄积量。系统具有前后台数据传输功能,并实现了基于GIS的智能分析计算,为森林资源蓄积量的模拟和预测提供了数字化、可视化、智能化方法。

Abstract: The platforms of MO and MATLAB was effectively combined, and the evaluation of forest resource reserve as well as the GIS for prediction in Lao Shan Experimental Base was also established by the second development. The historical data is learned and the forest resource reserve of Lao Shan Experimental base is predicted and calculated by the adopting Artificial Neural Network of BP on the platform of GIS in the system. The system possesses the transmission function for database between the platforms and the analysis of GIS intellectual determination is realized. The study also provides the digitalized, visualized and intellectualized research system and method for the simulation and prediction for regional variations.

中图分类号: 

  • TP311.138/S758