At present,there are a large number of forest related cases in the protection of forestry ecological resources,significant pres-sure on the protection of forestry ecological resources,and single methods for protecting forestry ecological resources.The use of Big da-ta technology can open up a new management approach for the protection of forestry ecological resources at present.Therefore,this pa-per studies the forest ecological resource protection system based on Big data,which is composed of multi-dimensional perception lay-er,Big data platform layer and multi-level application layer.The multi-dimensional perception layer uses various sensing methods such as satellite monitoring,unmanned aerial vehicles(forestry aviation monitoring),video monitoring,fire monitoring,etc.to monitor the status of forestry ecological resources in real-time and multi-dimensional throughout the day;The Big data platform layer uses the Ko-honen neural network model to diagnose whether there is any abnormality in the samples of forestry ecological resources monitored in multiple dimensions.If there is any abnormality,the multi-level application layer will carry out linkage early warning to improve the in-telligence of abnormal protection of forestry ecological resources.
关键词
大数据技术/林业生态/资源保护/Kohonen神经网络模型/多维度感知/大数据平台
Key words
Big data technology/forestry ecology/resource protection/kohonen neural network model/multidimensional perception/big data platform
维普
万方数据