文章基本信息

标题：Eastern Asia Land Cover Classification Using Modis Surface Reflectance Products
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作者：Haruhisa Shimoda ; Kiyonari Fukue
期刊名称：ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
印刷版ISSN：2194-9042
电子版ISSN：2194-9050
出版年度：2009
卷号：XXXVIII-8/W3
页码：305
出版社：Copernicus Publications
摘要：The objective of this study is to develop land cover classification algorithm suited for the eastern Asia by using multi-temporal MODIS land reflectance products; Surface Reflectance 8-Day L3 product and Nadir BRDF-Adjusted Reflectance 16-Day L3 product. In this study, land cover maps derived from these two kinds of source data products are generated and compared. Time-domain co-occurrence matrix is introduced as a classification feature that represents time-series signature of land covers. As results, Nadir BRDF-Adjusted Reflectance product showed higher classification accuracy than Surface Reflectance 8-Day L3 product. Furthermore, those products produced good land cover maps than MODIS land cover product for the target classification area
关键词：Land Cover; Classification; MODIS; Surface Reflectance; Co-occurrence Matrix; Minimum Distance Classifier