APPLICATIONS OF ARTIFICIAL INTELLIGENCE TECHNIQUES TO REMOTE SENSING*

Remote sensing is a geographic analysis tool capable of producing large quantities of data in the spectral, temporal and spatial domains. Techniques for automating the image analysis process would be advanced by the inclusion of artificial intelligence techniques in the design of image processing systems. The remote sensing application which show promise for successful implementation of artificial intelligence techniques are intelligent onboard processing, advanced database interrogation, and the automated analysis of multispectral imagery.     

土地利用变化遥感监测精度评价系统——以随机抽样为基础的方法

中国正在采用遥感技术对 5 0万以上市区非农人口城市的建设用地扩展情况进行分期监测 ,监测结果的精度评价是该项工作的一个重要方面。本文提出以分层随机抽样的方法来获取对遥感监测的精度分析 ,内容包括监测精度评价的指标系统、分层随机抽样样本容量的确定和在各层的分配、抽样评价的工作步骤以及抽样调查的统计分析和结果表达 ,并以北京和重庆 2 0 0 1年的遥感监测数据和实地调查数据为基础进行了精度评价的实际演练。     

常熟市城镇用地扩展分析

以Landsat TM/ETM卫星遥感影像为数据源,以GIS为分析手段,通过扩展面积、扩展强度指数、分维数指数以及相关用地类型的土地资源分布重心坐标详细分析了常熟市建设用地(城区、城镇以及独立工业用地) 的时空特征,揭示了我国苏南经济发达地区城镇建设用地的扩展规律,分析了引起城镇建设用地扩张的驱动力。结果表明:(1) 撤并的建制镇镇区扩展强度远低于建制镇,但用地没有萎缩;(2) 建设用地加速扩展,但不均衡,分散格局没有改变;(3) 以市区为中心,以新港镇为副中心的城镇工业带和镇区连绵区正在逐渐形成;(4) 用地扩展从中心城区及周边为主,开始向沿江区域拓展;(5) 经济发展的速度始终是常熟市区各研究时段用地扩展的主导影响因子,相关政策指引着经济发展的方向,贯穿于常熟城镇用地扩展的全过程。     

Glacial change in the vicinity of Mt. Qomolangma (Everest), central high Himalayas since 1976

Glaciers are one of the most important land covers in alpine regions and especially sensitive to global climate change. Remote sensing has proved to be the best method of investigating the extent of glacial variations in remote mountainous areas. Using Landsat thematic mapping (TM) and multi-spectral-scanner (MSS) images from Mt. Qomolangma (Everest) National Nature Preserve (QNNP), central high Himalayas for 1976, 1988 and 2006, we derived glacial extent for these three periods. A combination of object-oriented image interpretation methods, expert knowledge rules and field surveys were employed. Results showed that (1) the glacial area in 2006 was 2710.17 ± 0.011 km2 (about 7.41% of the whole study area), and located mainly to the south and between 4700 m to 6800 m above sea level; (2) from 1976 to 2006, glaciers reduced by 501.91 ± 0.035 km2 and glacial lakes expanded by 36.88 ± 0.035 km2; the rate of glacier retreat was higher in sub-basins on the southern slopes (16.79%) of the Himalayas than on the northern slopes (14.40%); most glaciers retreated, and mainly occurred at an elevation of 4700–6400 m, and the estimated upper limit of the retreat zone is between 6600 m and 6700 m; (3) increase in temperature and decrease in precipitation over the study period are the key factors driving retreat.     

基于MERSI和MODIS的太湖水体叶绿素a含量反演

水体叶绿素a含量的遥感反演是监测水体光学特性、评价水体污染的一个重要指标.本文以FY-3A/MERSI和AQUA/MODIS遥感影像为数据源,结合水体实测的叶绿索a含量,利用两类反射率模型,研究星载数据遥感反演叶绿素a的可行性.研究表明:基于FY-3A/MERSI和AQUA/MODIS可见光-近红外通道的光谱反演模型(...     

面向对象的山地区域多源遥感影像分割尺度选择及评价

随着遥感技术的飞速发展,通过各种传感器获取的影像种类越来越多.传统的面向像元的影像分析技术已难以适应高分辨率影像,面向对象的影像分析技术应运而生.面向对象的影像分析技术所面临的首要问题是影像分割,如何选择合适的影像分割尺度已成为面向对象影像分析技术的关键.为了提高遥感影像分割尺度选择的准确性,通过对影像分析建立了分割质量函数,针对不同分辨率的多源遥感影像进行分割实验,获取了最优分割尺度,最后提出了一种顾及面积和光谱的分割匹配指数对最优分割尺度进行评价,并研究了分割尺度与亮度均值标准差、影像空间分辨率之间的对应关系.研究结果表明,构建的分割质量函数获取的最优分割尺度避免了人工分割带来的主观性,建立的同时顾及面积和光谱因子的分割匹配指数验证了最优分割尺度选择的正确性.     

海岸带遥感资源调查的计算机解译方法探讨

该文介绍了一种利用计算机遥感图像解译进行资源调查的方法———斑块边界自动矢量化辅以目视栅格图像校正法。解译的主要步骤包括 :建立解译标志、影像配准、数据分析、图像增强、监督分类、目视解译修正、草图输出、实地检验、栅格转矢量、结果输出等。笔者结合案例对每一步出现的问题及其解决方法进行了探讨 ,并取得了海岸带资源遥感调查蓬莱幅的结果     

高分辨率遥感影像在岩墙地质体信息提取中的应用

高分辨率遥感影像可明显表现地物的几何结构和纹理特征,从而使得在较小空间尺度上观察地物细节变化、进行大比例尺遥感制图成为可能。利用高分辨率QuickBird遥感影像,对新疆巴楚县麻扎尔塔格山地区的岩墙进行计算机辅助地质解译,共获得1227条岩墙。结合GIS空间分析方法获得了解译岩墙长度、走向分布等特征。结果表明:该地区76%的解译岩墙走向为NNW(135°~180°);QuickBird能够满足1∶2.5万地质调查的要求;通过地质分析综合解译结果获得了麻扎尔塔格岩体内部存在发育岩墙、岩墙形成应晚于内部的正长岩体的新认识。探讨并验证了高分辨率遥感影像在中小规模地质体解译中的可行性和有效性。     

太湖富营养化遥感评价研究

讨论利用Landsat/TM数据进行太湖富营养化评价的可行性,提出一种与常规湖泊富营养化评价方法(综合营养状态指数法)接轨的遥感评价新方法,建立了太湖富营养化遥感评价模型(中国湖泊营养状态指数模型TSIc),利用Landsat/TM数据定量反演出的太湖Chl - a浓度作为TSIc模型的输入变量,计算出太湖营养状态TSIc值,最后按照湖泊富营养化评价分级标准将太湖营养状态分为贫营养(TSIc＜30)、中营养(30≤TSIc≤50)、轻度富营养(50＜TSIc≤60)、中度富营养(60＜TSIc≤70)和重度富营养(＞70)5级.     

乌梁素海湿地环境演变

The environment evolution of Wuliangsuhai wetland since 1986 is analyzed based on the remote sensing principle. The total water area of Wuliangsuhai lake has been increased during the past 17 years. The open water area had an increasing trend before 1987, and the trend was decreasing up to 1996, then the trend has increased again since 2000; the variation of the water area with dense aquatic weed is basically contradictory to the variation of open water area. The natural reed area had been decreased before 1987, and then it has been increased. The areas of shallow water and swamp have been slightly increased, in fact, the variations are quite steady. The artificial reed area has been increased since the reed plantation was started in 1988. The relationships of the water environment, the climate, hydrology and different types of areas are discussed, and then the technological measures for sustainable development and utilization of Wuliangsuhai lake water environment are proposed.