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An expert system of desertification monitoring based on wireless sensor network
Zhang Shi; Bao Xirong; Li Miao
通讯作者Zhang Shi
会议名称1st International Symposium on Test Automation and Instrumentation
会议日期SEP 13-16, 2006
会议地点Beijing, PEOPLES R CHINA
英文摘要

Desertification is one of the most alarming processes of environmental degradation. At present, people always combine two methods together to study the desertification. The), evaluate the desertification degrees in some small-area discrete points with the use of Ground-based Monitoring,, and then analyze the areas in RS image whose desertification degrees are similar to the discrete points. Therefore, the desertification degree of the whole target area is obtained ultimately This is feasible but it needs many different soil samples combined with RS image. At the same time. lots of manual intervention is still needed. In this paper, we design a new automatic system called TurningGreen which can monitor the desert areas. evaluate the desertification degree and forecast the tendency, of desertification in a small scope of area. In this system. Wireless Sensor Node (WSN) is used to collect the original meteorological information, which is used to evaluate the desertification degree and forecast the desertification tendency in the target area. The wireless sensor nodes communicate with each other using ZigBec protocol, and finally form a dynamic route tree with sink (a wireless senor node with an additional serial port) being the root node. The eBoxII is connected to the WSN sink, it is used as the gateway of' the system. and runs sonic core algorithm such as Map Generation, the ANN and Markov Chains in order to accomplish the Map Generation, Desert ificat i on Status Display and Desertification Tendency Display of the target area.


英文关键词WSN ANN markov chains eBoxII
来源出版物Proceedings of the First International Symposium on Test Automation & Instrumentation, Vols 1 - 3
出版年2006
页码977-981
ISBN978-7-5062-8230-7
出版者WORLD PUBLISHING CORPORATION
类型Proceedings Paper
语种英语
国家Peoples R China
收录类别CPCI-S
WOS记录号WOS:000243723701094
WOS类目Automation & Control Systems ; Instruments & Instrumentation
WOS研究方向Automation & Control Systems ; Instruments & Instrumentation
资源类型会议论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/296173
作者单位(1)Northeastern Univ, Inst Elect Informat Engn, Shenyang 110004, Peoples R China
推荐引用方式
GB/T 7714
Zhang Shi,Bao Xirong,Li Miao. An expert system of desertification monitoring based on wireless sensor network[C]:WORLD PUBLISHING CORPORATION,2006:977-981.
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