...
首页> 外文期刊>International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences >KARST ROCKY DESERTIFICATION INFORMATION EXTRACTION BASED ON THE DECISION TREE
【24h】

KARST ROCKY DESERTIFICATION INFORMATION EXTRACTION BASED ON THE DECISION TREE

机译:基于决策树的喀斯特岩石荒漠化信息提取

获取原文

摘要

Rocky desertification is a common geo-ecological disasters in China are mainly distributed in southwest karst region, and a wide range of further deterioration. Based on the theory of decision tree Guangxi rocky information extraction, selection of experimental data of Guangxi Zhuang Autonomous Region in 2005 TM image. First of remote sensing images after geometric correction image registration and other pretreatment. Secondly based on binary model of pixel, the Guangxi Zhuang Autonomous Region NDVI values and vegetation cover and slope analysis combining the results of Guangxi Zhuang Autonomous Region, the use of decision tree classification of remote sensing images, and finally get different levels of Guangxi Zhuang Autonomous Region rocky area and spatial distribution. The experimental results showed that: 2005 Guangxi rocky area of about 22,000 km2, accounting for 9% of the total land area in Guangxi, accounting for 24.30% of the karst area the overall classification accuracy of 89.03%, Kappa coefficient was 0.8417. From the classification results and the accuracy evaluation shows that the use of the information extracted rocky achieve better results.
机译:岩石荒漠化是中国常见的地质生态灾害主要分布在西南喀斯特地区,广泛的进一步恶化。基于决策树广西岩石信息提取理论,2005年广西壮族自治区实验数据的选择。首先是几何校正图像配准和其他预处理之后的遥感图像。其次是基于像素的二元模型,广西庄自主区域NDVI值和植被覆盖与坡度分析结合了广西壮族自治区的结果,利用遥感图像的决策树分类,最终得到了不同层次的广西庄自主水平区域岩石区和空间分布。实验结果表明:2005年广西岩石面积约22,000平方公里,占广西土地总面积的9%,占喀斯特地区的24.30%,整体分类准确性为89.03%,Kappa系数为0.8417。从分类结果和准确性评估表明,使用信息提取的岩石达到了更好的结果。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号