您好，欢迎访问中国热带农业科学院 机构知识库！
中国热带农业科学院机构知识库

全部

  • 全部
  • 标题
  • 学者
  • 机构
  • 关键词

Quantifying annual changes in built-up area in complex urban-rural landscapes from analyses of PALSAR and Landsat images

文献类型： 外文期刊

作者： Qin, Yuanwei 1 ; Xiao, Xiangming 1 ; Dong, Jinwei 1 ; Chen, Bangqian 2 ; Liu, Fang 4 ; Zhang, Geli 1 ; Zhang, Yao 1 ; Wan 1 ;

作者机构： 1.Univ Oklahoma, Dept Microbiol & Plant Biol, Ctr Spatial Anal, Norman, OK 73019 USA

2.Fudan Univ, Inst Biodivers Sci, Minist Educ, Key Lab Biodivers Sci & Ecol Engn, Shanghai 200433, Peoples R China

3.Minist Agr, Chinese Acad Trop Agr Sci, Danzhou Invest & Expt Stn Trop Cops, RRI,Danzhou City CATAS, Hainan 571737, Peoples R China

4.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples

关键词： Built-up;Impervious surface;Urban-rural area;Landsat;PALSAR;Shanghai

期刊名称：ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING （ 影响因子：8.979； 五年影响因子：9.948 ）

ISSN：

年卷期：

页码：

收录情况： SCI

摘要： Built-up area supports human settlements and activities, and its spatial distribution and temporal dynamics have significant impacts on ecosystem services and global environment change. To date, most of urban remote sensing has generated the maps of impervious surfaces, and limited effort has been made to explicitly identify the area, location and density of built-up in the complex and fragmented landscapes based on the freely available datasets. In this study, we took the lower Yangtze River Delta (Landsat Path/ Row: 118/038), China, where extensive urbanization and industrialization have occurred, as a case study site. We analyzed the structure and optical features of typical land cover types from (1) the HH and HV gamma-naught imagery from the Advanced Land Observation Satellite (ALOS) Phased Array type L-band Synthetic Aperture Radar (PALSAR), and (2) time series Landsat imagery. We proposed a pixel- and rule-based decision tree approach to identify and map built-up area at 30-m resolution from 2007 to 2010, using PALSAR HH gamma-naught and Landsat annual maximum Normalized Difference Vegetation Index (NDVl(max))(.) The accuracy assessment showed that the resultant annual maps of built-up had rela-tively high user (87-93%) and producer accuracies (91-95%) from 2007 to 2010. The built-up area was 2805 km(2) in 2010, about 16% of the total land area of the study site. The annual maps of built-up in 2007-2010 show relatively small changes in the urban core regions, but large outward expansion along the peri-urban regions. The average annual increase of built-up area& was about 80 km2 per year from 2007 to 2010. Our annual maps of built-up in the lower Yangtze River Delta clearly complement the existing maps of impervious surfaces in the region. This study provides a promising new approach to identify and map built-up area, which is critical to investigate the interactions between human activities and ecosystem services in urban-rural systems. (C) 2016 International Society for Photogrammetry and Remote Sensing, Inc. (ISPRS). Published by Elsevier B.V. All rights reserved.

  • 相关文献

[1]Mapping deciduous rubber plantations through integration of PALSAR and multi-temporal Landsat imagery. Dong, Jinwei,Xiao, Xiangming,Jin, Cui,Biradar, Chandrashekhar,Dong, Jinwei,Xiao, Xiangming,Jin, Cui,Biradar, Chandrashekhar,Chen, Bangqian,Torbick, Nathan,Zhang, Geli.

[2]基于PALSAR雷达数据与多时相TM/ETM+影像的海南岛土地利用分类研究. 陈帮乾,李香萍,肖向明,孙瑞,吴志祥,祁栋灵,杨川,陶忠良. 2015

[3]Mapping tropical forests and rubber plantations in complex landscapes by integrating PALSAR and MODIS imagery. Dong, Jinwei,Xiao, Xiangming,Sheldon, Sage,Biradar, Chandrashekhar,Xie, Guishui.

[4]基于GEE和Landsat时间序列数据的海南岛土地利用分类研究. 戴声佩,易小平,罗红霞,李海亮,李茂芬,郑倩,胡盈盈. 2021

[5]基于GEE平台LandTrendr算法的海南岛森林扰动快速监测方法及分析. 尹雄,陈帮乾,古晓威,云挺,吴志祥,陈岳,赖虹燕,寇卫利. 2023

作者其他论文 更多>>
置顶
购物车
反馈

© 京ICP备09089781号-29 主办单位：中国热带农业科学院

学术资源： 中国农业科学院 农业专业知识服务系统 农科联盟资源共建共享平台 中国农业科技文献与信息服务平台 中国农业期刊集成服务平台