Volume 29 Issue 5
Sep.  2012
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MA Rui-sheng, YANG Bin, ZHANG Li-hui, LIU Zhi-ping. Design and implementation of a forest fire monitoring system using a miniature unmanned aerial vehicle[J]. Journal of Zhejiang A&F University, 2012, 29(5): 783-789. doi: 10.11833/j.issn.2095-0756.2012.05.023
Citation: MA Rui-sheng, YANG Bin, ZHANG Li-hui, LIU Zhi-ping. Design and implementation of a forest fire monitoring system using a miniature unmanned aerial vehicle[J]. Journal of Zhejiang A&F University, 2012, 29(5): 783-789. doi: 10.11833/j.issn.2095-0756.2012.05.023

Design and implementation of a forest fire monitoring system using a miniature unmanned aerial vehicle

doi: 10.11833/j.issn.2095-0756.2012.05.023
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  • Corresponding author: MA Rui-sheng
  • Received Date: 2011-11-02
  • Rev Recd Date: 2011-12-07
  • Publish Date: 2012-10-20
通讯作者: 陈斌, bchen63@163.com
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    沈阳化工大学材料科学与工程学院 沈阳 110142

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Design and implementation of a forest fire monitoring system using a miniature unmanned aerial vehicle

doi: 10.11833/j.issn.2095-0756.2012.05.023
    Corresponding author: MA Rui-sheng

Abstract: To explore a new means of forest fire monitoring and to improve the management level of forest safety,real-time video and computer technology were combined to develop a new piece of forest fire monitoring equipment. This equipment and a miniature unmanned aerial vehicle (UAV) together formed the miniature aerial forest fire monitoring system. Sampled RGB value of image pixels,a smoke recognition model was established by using the statistical product and service solution (SPSS) for cluster analysis. The model had been improved for smoke spectrum and noise reduction,cloud recognize more than 77% smoke pixels of test images. With the recognition model,immediate fire detection and warning could occur. Based on flight tests of the system,this study proposed operational processes,analyzed running costs and existing problems at present. In addition,application of a UAV forest fire monitoring system as well as meteorological sounding,combustible matter monitoring,pest and disease survey and others,could enhance forestry management.[Ch,5 fig. 2 tab. 14 ref.]

MA Rui-sheng, YANG Bin, ZHANG Li-hui, LIU Zhi-ping. Design and implementation of a forest fire monitoring system using a miniature unmanned aerial vehicle[J]. Journal of Zhejiang A&F University, 2012, 29(5): 783-789. doi: 10.11833/j.issn.2095-0756.2012.05.023
Citation: MA Rui-sheng, YANG Bin, ZHANG Li-hui, LIU Zhi-ping. Design and implementation of a forest fire monitoring system using a miniature unmanned aerial vehicle[J]. Journal of Zhejiang A&F University, 2012, 29(5): 783-789. doi: 10.11833/j.issn.2095-0756.2012.05.023

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