Apitach Saokarn

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Support vector machines (SVMs) have been applied to land cover classification, and a number of studies have demonstrated their ability to increase classification accuracy. The high correlation between the data set and SVM training model parameters indicates the high performance of the classification model. To improve the correlation, research has focused on(More)
The objective of this research was to study the change temporal of urban community by using case studies of Chiang Mai municipality and the surrounding area with the technique application of Satellite Remote Sensing data analysis as the study tool in order to understand the existing issues more obvious and then use the basic information for supporting the(More)
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