本文已被:浏览 1454次 下载 2346次
Received:July 22, 2015 Revised:September 17, 2015
Received:July 22, 2015 Revised:September 17, 2015
中文摘要: 由于人类活动和地表运动使土地覆盖变化产生很大变化,所以需要对景观动态准确绘图来进行环境监测.为此提出一种基于地理信息系统(GIS)的景观动态远程监测系统,根据遥感图像的多时相遥感光谱和表面模型数据,利用多时相决策树分类器和形态学图像处理技术,实现对土地利用/覆盖变化(LUCC)的动态监测.在Landsat 5 TM数据库中的本地图像上进行实验,结果表明,该方法能够达到90.77%的识别准确度,且具有较低的计算时间,能够很好的检测出植被分布(植物/植被恢复)、城区(城市化/拆迁)和地理形态特征(河流地貌变化/边坡失稳).
Abstract:Due to human activities and surface movement make a great change of land cover, it is necessary to carry out environmental monitoring of landscape dynamic and accurate mapping. A kind of landscape dynamic monitoring system based on geographic information system(GIS) is proposed. The multi-temporal decision tree classifier and morphological image processing technology are used for the system. It monitors the land use/cover change(LUCC) dynamically according to the spectrum and surface model data of remote sensing image. Experiment is conducted in local image in the Landsat 5 TM database. The results show that, this method can achieve 90.77% recognition accuracy, has lower computation time and can detect vegetation distribution(plant/Vegetation Restoration), city(city/demolition) and physical morphology(fluvial geomorphic change/slope instability).
keywords: environmental monitoring geographic information system land use/land coverage multi-temporal decision tree classifier morphological image processing
文章编号: 中图分类号: 文献标志码:
基金项目:新疆维吾尔自治区自然科学基金(2013211A031)
引用文本:
任晓芳,李桂珍,方霞.基于GIS的景观动态远程监控系统.计算机系统应用,2016,25(4):80-85
REN Xiao-Fang,LI Gui-Zhen,FANG Xia.Dynamic Remote Monitoring System for Landscape Based on GIS.COMPUTER SYSTEMS APPLICATIONS,2016,25(4):80-85
任晓芳,李桂珍,方霞.基于GIS的景观动态远程监控系统.计算机系统应用,2016,25(4):80-85
REN Xiao-Fang,LI Gui-Zhen,FANG Xia.Dynamic Remote Monitoring System for Landscape Based on GIS.COMPUTER SYSTEMS APPLICATIONS,2016,25(4):80-85