文献类型： 外文期刊
作者： Wang, Shufeng 1 ; Wang, Kaiyi 1 ; Wang, Xinjiang 2 ; Liu, Zhongqiang 1 ;
作者机构： 1.Beijing Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China
2.Forestry Bur Zhangqiu, Jinan, Shandong, Peoples R China
关键词： Displacement detecting;RSSI ranging;Illegal logging;WSN
期刊名称：ADVANCES IN ENVIRONMENTAL SCIENCE AND ENGINEERING, PTS 1-6
ISSN： 1022-6680
年卷期： 2012 年 518-523 卷
页码：
收录情况： SCI
摘要： Illegal logging is a pervasive problem due to lack of effective monitoring methods. A novel wireless method for illegal logging is proposed which leverage the RSSI ranging and communication of WSN and GPRS. The node displacement incurred by tree's falling down can be detected in time. Furthermore, failure of target node can be judged with its neighbor cooperation. The effectiveness and efficiency of this system was verified in our test-bed. Thus this solution has several characteristics such as lower power, remote, lower cost, real-time and non-intrusive, which are very appropriate to protect rare trees continuously.
- 相关文献
作者其他论文 更多>>
-
A Study of Maize Genotype-Environment Interaction Based on Deep K-Means Clustering Neural Network
作者：Bai, Longpeng;Bai, Longpeng;Wang, Kaiyi;Zhang, Qiusi;Zhang, Qi;Wang, Xiaofeng;Pan, Shouhui;He, Xuliang;Li, Ran;Zhang, Dongfeng;Han, Yanyun;Wang, Kaiyi;Pan, Shouhui;Zhang, Liyang;He, Xuliang;Li, Ran
关键词：small ecological region delineation; deep k-means clustering neural network; genotype by environment interaction
-
Hybrid Deep Learning Approaches for Improved Genomic Prediction in Crop Breeding
作者：Li, Ran;Zhang, Dongfeng;Han, Yanyun;Liu, Zhongqiang;Zhang, Qiusi;Zhang, Qi;Wang, Xiaofeng;Pan, Shouhui;Sun, Jiahao;Wang, Kaiyi;Li, Ran;Pan, Shouhui;Sun, Jiahao;Wang, Kaiyi
关键词：CNN; hybrid models; LSTM; phenotypic prediction; ResNet
-
Multi-Channel Graph Convolutional Network for Evaluating Innovation Capability Toward Sustainable Seed Enterprises
作者：Tang, Shanshan;Wang, Kaiyi;Wang, Kaiyi;Yang, Feng;Pan, Shouhui;Wang, Kaiyi;Yang, Feng;Pan, Shouhui
关键词：innovation capacity evaluation; graph neural network; multi-channel; seed enterprises sustainability
-
VMGP: A unified variational auto-encoder based multi-task model for multi-phenotype, multi-environment, and cross-population genomic selection in plants
作者：Zhao, Xiangyu;Li, Jinlong;Zhang, Dongfeng;Zhang, Qiusi;Liu, Zhongqiang;Wang, Kaiyi;Sun, Fuzhen;Tan, Changwei;Ma, Hongxiang;Zhao, Xiangyu;Wang, Kaiyi;Zhao, Xiangyu;Zhang, Dongfeng;Liu, Zhongqiang;Wang, Kaiyi
关键词：Genomic selection; Variational auto-encoder; Multi-task; Deep learning; Genomic prediction
-
Multi-view hypergraph networks incorporating interpretability analysis for predicting lodging in corn varieties
作者：Wang, Kaiyi;Yang, Feng;Zhao, Xiangyu;Liu, Zhongqiang;Zhang, Qiusi;Li, Jinlong;Zhang, Dongfeng;Bai, Wenqin;Wang, Shun;Zhang, Yong;Wang, Kaiyi;Yang, Feng;Zhao, Xiangyu;Liu, Zhongqiang;Zhang, Qiusi;Li, Jinlong;Zhang, Dongfeng
关键词：Corn lodging classification; Multi-view hypergraph network; Graph interpretability
-
Prediction of maize cultivar yield based on machine learning algorithms for precise promotion and planting
作者：Han, Yanyun;Wang, Kaiyi;Yang, Feng;Pan, Shouhui;Liu, Zhongqiang;Zhang, Qiusi;Zhang, Qi;Han, Yanyun;Wang, Kaiyi;Yang, Feng;Pan, Shouhui;Liu, Zhongqiang;Zhang, Qiusi;Zhang, Qi
关键词：Prediction of maize cultivar yield; Machine learning; Random forest; Levenberg - Marquardt neural network; Multilayer perceptron neural network; Assessment of varieties
-
Developing a comprehensive evaluation model of variety adaptability based on machine learning method
作者：Han, Yanyun;Wang, Kaiyi;Zhang, Qi;Yang, Feng;Pan, Shouhui;Liu, Zhongqiang;Zhang, Qiusi;Han, Yanyun;Wang, Kaiyi;Zhang, Qi;Yang, Feng;Pan, Shouhui;Liu, Zhongqiang;Zhang, Qiusi
关键词：Maize variety adaptability evaluation; Variety adaptability comprehensive evaluation index; Entropy weight method; Machine learning method
