Title :
Design and implementation of the Geospatial Early Warning System of the Insect Pest based on SOA
Author :
Zhu, Zhengwei ; Wang, Shanqin ; Chen, Jiaying ; Zhang, Hongyu ; Dun, Wenfeng
Author_Institution :
Coll. of Resources & Environ., HuaZhong Agric. Univ., Wuhan, China
Abstract :
Geospatial Early Warning System of the Insect Pest is built to take full advantage of local and network data sources, which are constantly changing when used in the early warning system of pest. The system is a Web GIS that was developed as the B/S structure based on SOA. It implements a wide range of services through the integration or combination of components using Web Service technology, and its Early Warning module was realized based on Back-Propagation Neural Network (BPNN). Simultaneously, Web ADF control is used to manage and use spatial data, by which the effectual integration of spatial data sources on different platforms is realized. This system also provides various mathematical models and multiple output to support good expression of predicting outcomes. Due to feasible structural design, the system enjoys excellent expandability and effective modules reuse, the maintenance and improvement of system are convenient.
Keywords :
Web services; alarm systems; backpropagation; geographic information systems; neural nets; pest control; service-oriented architecture; B/S structure; BPNN; SOA; Web ADF control; Web GIS; Web service technology; back-propagation neural network; geospatial early warning system design; geospatial early warning system implementation; insect pest; local data sources; network data sources; Alarm systems; Geographic Information Systems; Insects; Monitoring; Servers; Spatial databases; Web services; Geospatial early warning model; Service-Oriented Architecture; Web GIS; Web Services;
Conference_Titel :
Geoinformatics, 2011 19th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-849-5
DOI :
10.1109/GeoInformatics.2011.5981063