Object-oriented Urban Dynamic Monitoring——A Case Study of Haidian District of Beijing

来源 :中国地理科学(英文版) | 被引量 : 0次 | 上传用户:ydsl_0
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
It is crucial to conduct the land use/cover research to obtain the global change information. Urban area is one of the most sensitive areas in land use/cover change. Therefore land use/cover change in urban areas is very important in global change. It is vital to incorporate the information of urban land use/cover change into the process of decision-making about urban area development. In this paper, a new urban change detection approach, urban dynamic monitoring based on objects, is introduced. This approach includes four steps: 1) producing multi-scale objects from multi-temporal remotely sensed images with spectrum, texture and context information; 2) extracting possible changed objects adopting object-oriented classification; 3) obtaining shared objects as the basic units for urban change detection;4) determining the threshold to segment the changed objects from the possible changed objects using Otsu method. In this paper, the object-based approach was applied to detecting the urban expansion in Haidian District, Beijing, China with two Landsat Thematic Mapper (TM) data in 1997 and 2004. The results indicated that the overall accuracy was about 84.83%, and Kappa about 0.785. Compared with other conventional approaches, the object-based approach was advantageous in reducing the error accumulation of image classification of each datum and in independence to the radiometric correction and image registration accuracy.
其他文献
Based on Hagget's theory of spatial structure, researches on the nodes and field of tourist origins to Huangcheng Village in Shanxi Province of China have been
The folk costume in waterside villages of Southern Yangtze in China was notonly daily consumer goods, but also a symbol system of foR-custom culture. This symbo
As an additive of gasoline, methyl tert-butyl ether (MTBE) has a higher solubility in water, which is about 20 times as high as that of benzene. This characteri
为探究吕家坨井田地质构造格局,根据钻孔勘探资料,采用分形理论和趋势面分析方法,研究了井田7
The production and consumption of natural gas in China has been developing rapidly in recent years. It is expected that the annual growth rate of the demand for
从一个新的角度出发,对应每个观测值引入一个识别变量,基于识别变量的后验概率提出一种新的粗差定位的Bayes方法,并构造相应的均值漂移模型给出粗差估算的Bayes方法.由于识别
This paper brings forward the concept of stability of the spatial structure of urban agglomeration (UA) based on Central Place Theory by introducing centrality
利用透射电子显微镜(TEM)详细分析了不同剂量的质子辐照纯铝薄膜样品的微观结构,质子的能量E=160keV.实验表明,质子辐照能够在Al薄膜中诱发空位位错圈,在实验范围内,位错密度
To satisfy the growing of land demand from economic development, a large scale of land reclamation from sea has been carried out in Inner Lingdingyang Bay in th
对冲击荷载作用下Winlder地基上横观各向同性浅球壳的非线性动力响应进行研究.考虑壳的几何非线性,建立适合任意边界的Winkler地基上浅球壳受冲击荷载作用下的非线性运动微分