globalchange  > 气候变化与战略
CSCD记录号: CSCD:5221759
论文题名:
DMSP/OLS灯光数据在城市化监测中的应用
其他题名: USE OF DMSP/OLS NIGHTTIME LIGHT DATA IN URBANIZATION MONITOR
作者: 郝蕊芳; 于德永; 刘宇鹏; 孙云
刊名: 北京师范大学学报. 自然科学版
ISSN: 0476-0301
出版年: 2014
卷: 50, 期:4
语种: 中文
中文关键词: 城市面积 ; 人类活动 ; 环境效应 ; 驱动力 ; 遥感
英文关键词: urban area ; human activity ; environment effect ; driving force ; remote sensing
WOS学科分类: MULTIDISCIPLINARY SCIENCES
WOS研究方向: Science & Technology - Other Topics
中文摘要: 分析了DMSP/OLS夜间灯光数据在提取城市面积、构建城市化指标及评价城市化环境效应方面的应用研究进展.总结了DMSP/OLS灯光数据在城市化研究中存在的问题和未来应用前景.主要存在问题:1)DMSP/OLS遥感数据本身及处理过程引起的误差容易造成研究结果精度下降;2)已有研究重视数理统计结果,缺乏对城市化机制的解释;3)简单的线性回归模型无法准确表示城市扩张的时空异质性.需要进一步研究的问题:1)从城市化内在驱动力出发,选择合适的多要素变量构建非线性模型,监测和模拟城市化发展的时空动态过程;2)基于DMSP/OLS遥感数据及社会经济数据构建复合指标,以提高城市面积获取的精度;3)拓宽DMSP/OLS遥感数据在城市化监测领域的应用.
英文摘要: Urbanization is an important part of global change.The extraction of urban area is essential for studying urbanization and its environment effect.DMSP/OLS nighttime light data are powerful in monitoring human activity with to the following advantages:suitable for large scale research,light sensitivity at night,and high temporal resolution.This paper reviews applications of DMSP/OLS data:extraction of urban area, urbanization indicators building and evaluation of environment effect of urbanization.The following current problems are concluded.1)Errors derived from both DMSP/OLS data and processing methods may easily decrease accuracy;2)Current studies attach much emphasis on mathematical statistics but little attention is paid to explanation of mechanisms behind urbanization;3)Linear regression model is far from reasonable to represent spatial and temporal heterogeneity of urban expansion.Possible future breakthroughs for DMSP/ OLS data application may be made in the following areas.1)Based on internal driving mechanism of urbanization,nonlinear model should be built by means of appropriate multi-factor variables to monitor and simulate spatial and temporal dynamics of urban development;2)Composite indicators integrating DMSP/OLS data and social economic data should be constructed to improve accuracy of extracting urban area;3)DMSP/ OLS nighttime light data can be integrated to monitor many more factors of urban ecosystem.
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/147390
Appears in Collections:气候变化与战略

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作者单位: 北京师范大学,人与环境系统可持续性研究中心, 地表过程与资源生态国家重点实验室, 北京 100875, 中国

Recommended Citation:
郝蕊芳,于德永,刘宇鹏,等. DMSP/OLS灯光数据在城市化监测中的应用[J]. 北京师范大学学报. 自然科学版,2014-01-01,50(4)
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