Identification of coastal wetland using rule inferring

Renzong Ruan; Landi Xia; Ziqi Yan

doi:10.1117/12.760766

26 July 2007 Identification of coastal wetland using rule inferring

Renzong Ruan, Landi Xia, Ziqi Yan

Proceedings Volume 6752, Geoinformatics 2007: Remotely Sensed Data and Information; 67522L (2007) https://doi.org/10.1117/12.760766
Event: Geoinformatics 2007, 2007, Nanjing, China

Abstract

The main purpose of this paper was to explore the potential of decision tree classifier in the identification and change monitoring of coastal wetland. A part of the coastal wetland in the Northern Jiangsu Province was taken as test area. Decision tree classifiers derived using different ways were applied to the classification of coastal wetland and the results were compared by independent sampling points. It was shown that the post-classification improvements by using knowledge rules could achieve higher accuracy than automatic machine learning method. In the post-classification improvements, the selection of feature vectors was crucial to the improvement of accuracy of classification.

Citation Download Citation

Renzong Ruan, Landi Xia, and Ziqi Yan "Identification of coastal wetland using rule inferring", Proc. SPIE 6752, Geoinformatics 2007: Remotely Sensed Data and Information, 67522L (26 July 2007); https://doi.org/10.1117/12.760766

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KEYWORDS

Machine learning

Roads

Image classification

Vegetation

Evolutionary algorithms

Remote sensing

Accuracy assessment

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