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Mapping Deforestation and Age of Evergreen Trees by Applying a Binary Coding Method to Time-Series Landsat November Images

机译:通过对时间序列Landsat 11月图像应用二进制编码方法来绘制森林砍伐和常绿乔木的年龄图

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This paper proposes a binary coding method, a novel postclassification change detection method that indexes multitemporal satellite images into a single information layer. As a case study, this method is applied to the production of a deforestation map and a tree age map of evergreen trees. Seven images of Landsat-5 Thematic Mapper (TM) and Landsat-7 Enhanced TM Plus of Kangwon province in Korea, all obtained in November from 1984 to 2005, were used. Seven forestonforest bitmaps were produced by the normalized difference vegetation index thresholding. After the maximum value composite, the binary coding method was applied to convert the five bitmaps into a singlelayered binary index map. This simple but intuitive method produced a deforestation map and a tree age map. The deforestation map contains the history of forest fires and massive replantation while the tree age map shows the age of evergreen trees with 30 years of range, both in approximately five-year temporal resolution. Comparison of the results with a digital forest inventory, forest fire records, and field investigations showed good agreement on the south-facing sunny slopes. Errors from geometric and radiometric data processing and inaccuracies of the digital forest inventory were also identified.
机译:本文提出了一种二进制编码方法,一种将多时相卫星图像索引到单个信息层中的新颖的后分类变化检测方法。作为案例研究,此方法可用于制作森林砍伐图和常绿乔木树龄图。使用了从1984年至2005年11月获得的韩国江原道省的Landsat-5专题测绘仪(TM)和Landsat-7增强型TM Plus的七幅图像。通过归一化差异植被指数阈值制作了七个森林/非森林位图。在最大值合成之后,应用二进制编码方法将五个位图转换为单层二进制索引图。这种简单但直观的方法生成了一张砍伐森林图和一个树龄图。砍伐森林图包含森林大火和大规模植树的历史,而树龄图则显示了30年范围内的常绿乔木的年龄,均以大约5年的时间分辨率显示。将结果与数字森林清单,森林火灾记录和野外调查进行比较,结果表明朝南的阳光坡道具有很好的一致性。还确定了几何和辐射数据处理的错误以及数字森林清单的不准确性。

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