Paper The following article is Open access

The application of remote sensing image sea ice monitoring method in Bohai Bay based on C4.5 decision tree algorithm

and

Published under licence by IOP Publishing Ltd
, , Citation Wei Ye and Wei Song 2018 IOP Conf. Ser.: Earth Environ. Sci. 113 012218 DOI 10.1088/1755-1315/113/1/012218

1755-1315/113/1/012218

Abstract

In The Paper, the remote sensing monitoring of sea ice problem was turned into a classification problem in data mining. Based on the statistic of the related band data of HJ1B remote sensing images, the main bands of HJ1B images related with the reflectance of seawater and sea ice were found. On the basis, the decision tree rules for sea ice monitoring were constructed by the related bands found above, and then the rules were applied to Liaodong Bay area seriously covered by sea ice for sea ice monitoring. The result proved that the method is effective.

Export citation and abstract BibTeX RIS

Content from this work may be used under the terms of the Creative Commons Attribution 3.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.

Please wait… references are loading.
10.1088/1755-1315/113/1/012218