The Simulation of the Chlorophyll-A by Using the CA-SVM Method and Its Application in Bohai Bay

Ecological environment is complex in Bohai Bay. Accompanied by the development of economy, pollution control problems have been put on agenda. Based on the remote sensing data, this article establishes a non-deterministic model to predict the concentration of Chlorophyll-a in Bohai Bay by using the combined model of cellular automata and support vector machine. Several programme are built, and their prediction results are compared with the remote sensing data. Through analysis and comparison, the most suitable prediction programme was obtained, and the main impact factors were got that affected the Chlorophyll-a concentration.