Research On Data Mining And Producibility Of Forest Resources

With the continuous development of artificial intelligence,cloud computing,big data technology and the application of "Internet plus" forestry,there are a large number of forest resource data in the database,such as forest resources survey data,management of ancient and famous trees,supervision of forest rights,wild bird monitoring.It is urgent to associate different management information system,extract useful information,simplify the complexity of the data,and provide concise and clear visual data for the forestry management department,the scientific research personnel and the common people.Based on the requirement,in this paper,data mining tool is used to process the existing forest resource data,and the data products of different user groups are extracted from a large number of complex data,and the research of standardization,data mining and product service is carried out.(1)based on the data of the ancient and famous trees management system in Zhejiang Province,the forest logging management system in Zhejiang Province,the forest right supervision platform of Zhejiang province,the data of the wild animal epidemic disease monitoring system and the data of the forest resources survey in Zhejiang Province in 2004 and 2016,the coding standard research of the product service is carried out;(2)with the help of data mining tools such as Arcgis and Weka,the data preprocessing,classification and regression,clustering,visual information display and spatial data mining are realized,and the correlation degree of each link in the system is analyzed and evaluated,which lays the foundation for the product service.(3)the product service model is established.Through the modeling research of time domain,region,event,action and other elements,we can realize the product research of forest resource data in different category;(4)using the product service model to generate data products,such as forest resources distribution map,ancient and famous trees distribution map,density distribution map,forest rights distribution map products,wild bird space-time distribution map and so on,combined with the description of product data and data dictionary and so on,the complex forestry big data become simple and clear.It It can provide management and decision support for dustry management departments,and also provide data presentation and reference for ordinary people.