Detecting land-cover change using mappable vegetation related indices: A case study from Sinharaja Man and the Biosphere Reserve

B. Madurapperuma, K. Kuruppuarachchi
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引用次数: 2

Abstract

This study evaluates multi-year changes of vegetation in the Sinharaja Man and the Biosphere (MAB) reserve using mappable vegetation related indices viz ., Normalized Difference Vegetation Index (NDVI) and Burn Index (BI). Land-cover changes in the Sinharaja MAB reserve were detected using Landsat 7 ETM + images for 1993, 2001, and 2005. Seven individual bands of each image were converted to new multiband files by layer stacking using ENVI ® 4.5. Then the multiband files were re-projected to UTM Zone 44 North, WGS-84 Datum. Each data set was exported to ENVI ® EX software package to detect the changes between time steps based on NDVI and BI using an image difference tool. Land-cover data, which were obtained from the DIVA GIS web portal, were compared with Landsat image data. Results of BI showed that the Sinharaja MAB reserve fringe was vulnerable to forest fire. For example, from 1993- 2001, 160 ha identified as burned area. In contrast, from 2001-2005, 79 ha burned, and for the entire period of 1993-2005, 10 ha burned. NDVI resulted in a 962 ha increase of vegetation prime at the western Sinharaja from 2001-2005. In addition, there was a 15 ha decrease in vegetation from 1993-2005. The results were visualized using an embedded 3D render window of Google Earth and 2D view of ArcGIS explorer online. In conclusion, in-situ ground truthing data is needed for the fire-influenced area for implementing sustainable forest resource management at the Sinharaja MAB reserve. Normal 0 false false false EN-GB X-NONE X-NONE
利用可测绘植被相关指数检测土地覆盖变化:以Sinharaja人和生物圈保护区为例
本文采用归一化植被指数(NDVI)和Burn指数(BI)等植被相关指数对Sinharaja Man and生物圈(MAB)保护区植被的多年变化进行了评价。利用1993年、2001年和2005年的Landsat 7 ETM +图像检测了Sinharaja MAB保护区的土地覆盖变化。使用ENVI®4.5将每个图像的7个单独的波段通过图层堆叠转换为新的多波段文件。然后将多波段文件重新投影到WGS-84基准面的UTM北纬44区。每个数据集导出到ENVI®EX软件包中,使用图像差分工具检测基于NDVI和BI的时间步长之间的变化。从DIVA GIS门户网站获得的土地覆盖数据与Landsat图像数据进行了比较。BI结果表明,Sinharaja MAB保护区边缘极易发生森林火灾。例如,从1993年到2001年,160公顷被确定为烧毁面积。相比之下,2001年至2005年,79公顷被烧毁,1993年至2005年,10公顷被烧毁。2001-2005年,NDVI使西孟加拉邦植被素数增加了962 ha。此外,1993-2005年植被减少了15公顷。使用Google Earth的嵌入式3D渲染窗口和ArcGIS explorer的在线2D视图对结果进行可视化。综上所述,在Sinharaja MAB保护区实施森林资源可持续管理需要火灾影响区域的地面实况数据。正常0 false false false EN-GB X-NONE X-NONE
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