Extracting Building Plot Ratio with Shadow of ZY-3 Image

HUO Shaofeng; GU Xingfa; ZHAN Yulin; ZHANG Wenhao

doi:10.13203/j.whugis20150191

Volume 43 Issue 3

Mar. 2018

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Geomatics and Information Science of Wuhan University > 2018 > 43(3): 444-450. > DOI: 10.13203/j.whugis20150191

HUO Shaofeng, GU Xingfa, ZHAN Yulin, ZHANG Wenhao. Extracting Building Plot Ratio with Shadow of ZY-3 Image[J]. Geomatics and Information Science of Wuhan University, 2018, 43(3): 444-450. DOI: 10.13203/j.whugis20150191

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Extracting Building Plot Ratio with Shadow of ZY-3 Image

HUO Shaofeng^{1, 2,},
GU Xingfa¹,
ZHAN Yulin^1, ,,
ZHANG Wenhao^{1, 2}

1.
Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100101, China
2.
University of Chinese Academy of Sciences, Beijing 100049, China

Funds:

The National Natural Science Foundation of China 41371416

The National Natural Science Foundation of China 41471310

Major Special Project: the China High-Resolution Earth Observation System Y4D00100GF

the Civil Space "12th Five-Year" Project Y1K00200KJ

More Information

Author Bio:
HUO Shaofeng, master, specializes in standard quantitative remote sensing inversion.E-mail:huosf@radi.ac.cn
Corresponding author:
ZHAN Yulin, associate professor. E-mail: zhanyl@radi.ac.cn
Received Date: May 16, 2015
Published Date: March 04, 2018

Graphical Abstract

Abstract

Abstract

The plot ratio is an important index of urban land development intensity, how to estimate the plot ratio quickly and accurately has been a hot issue. Building height is the base of extracting the plot ratio, according to traditional height extracting based on the shadow, introduced a height correct model and improved the calculation accuracy effectively. Based on ZY-3 image, extracted the shadow features by using object-oriented technology, calculated the building height through the height correct model, got the floor number and extracted the plot ratio combined with the area of the buildings and residential district. Finally, the validating result based on the floor number shows that the accuracy of estimating floor-number has increased from 90.213% to 92.375% after the height correct model, which has demonstrated the validity and necessity of this model and the prospecting applications of ZY-3 image in extracting the plot ratio.
- ZY-3 image,
- shadow,
- plot ratio,
- accuracy analysis

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References (14)

References

[1]	鲍振洪, 李朝奎.城市建筑容积率研究进展[J].地理科学进展, 2010, 29(4):396-402 doi: 10.11820/dlkxjz.2010.04.002 Bao Zhenhong, Li Chaokui. Progress on the Study of Urban Architecture FAR[J].Progress in Geography, 2010, 29(4):396-402 doi: 10.11820/dlkxjz.2010.04.002
[2]	陈基伟, 韩雪培.高分辨率遥感影像建筑容积率提取方法研究[J].武汉大学学报·信息科学版, 2005, 30(7):580-587 http://ch.whu.edu.cn/CN/abstract/abstract2224.shtml Chen Jiwei, Han Xuepei. Semiautomatic Extraction of Floor Area Ratio Based on Construction Shadow in High Resolution Remote Sensing Image[J]. Geomatics and Information Science of Wuhan University, 2005, 30(7):580-587 http://ch.whu.edu.cn/CN/abstract/abstract2224.shtml
[3]	张晓美, 何国金, 王威, 等.基于ALOS卫星图像阴影的天津市建筑物高度及分布信息提取[J].光谱学与光谱分析, 2011, 31(7):2003-2006 https://www.wenkuxiazai.com/doc/14e0da69ddccda38376bafc8.html Zhang Xiaomei, He Guojin, Wang Wei, et al. Extracting Buildings Height and Distribution Information in Tianjin City from the Shadows in ALOS Images[J]. Spectroscopy and Spectral Analysis, 2011, 31(7):2003-2006 https://www.wenkuxiazai.com/doc/14e0da69ddccda38376bafc8.html
[4]	查勇.测定城市建筑容积率的遥感方法研究[J].地理科学进展, 2001, 20(4):378-383 doi: 10.11820/dlkxjz.2001.04.011 Zha Yong. A Study on Remote Sensing Methods in Estimating Urban Built-up Volume Ratio Based on Aerial Photographs[J]. Progress in Geography, 2001, 20(4):378-383 doi: 10.11820/dlkxjz.2001.04.011
[5]	李锦业, 张磊, 吴炳方, 等.基于高分辨率遥感影像的城市建筑密度和容积率提取方法的研究[J].遥感技术与应用, 2007, 22(3):309-313 doi: 10.11873/j.issn.1004-0323.2007.3.309 Li Jinye, Zhang Lei, Wu Bingfang, et al. Study on Extracting Building Density and Floor Area Ratio Based on High Resolution Image[J]. Remote Sensing Technology and Application, 2007, 22(3):309-313 doi: 10.11873/j.issn.1004-0323.2007.3.309
[6]	中华人民共和国建设部.住宅建筑模数协调标准[M].北京:中国建筑工业出版社, 2001 Ministry of Urban-rural Development of China. Standard for Modular Coordination of Residential Buildings[M]. Beijing:China Construction Industry Press, 2001
[7]	杜凤兰, 田庆久, 夏学齐等.面向对象的地物分类法分析与评价[J].遥感技术与应用, 2004, 19(1):20-23 https://www.wenkuxiazai.com/doc/53ae55d5240c844769eaeed7.html Du Fenglan, Tian Qingjiu, Xia Xueqi, et al. Object-Oriented Image Classification Analysis and Evaluation[J]. Remote Sensing Technology and Application, 2004, 19(1):20-23 https://www.wenkuxiazai.com/doc/53ae55d5240c844769eaeed7.html
[8]	杨俊, 赵忠明.一种高分辨率遥感影像阴影去除方法[J].武汉大学学报, 2012, 33(1):17-20 https://www.wenkuxiazai.com/doc/a64893e9e009581b6bd9eb16-3.html Yang Jun, Zhao Zhongming. A Shadow Removal Method for High Resolution Remote Sensing Image[J]. Geomatics and Information Science of Wuhan University, 2012, 33(1):17-20 https://www.wenkuxiazai.com/doc/a64893e9e009581b6bd9eb16-3.html
[9]	曹宝, 秦其明, 马海建, 等.面向对象方法在SPOT5遥感影像中的应用:以北京市海淀区为例[J].地理与地理信息科学, 2006, 22(2):46-54 doi: 10.3969/j.issn.1672-0504.2006.02.012 Cao Bao, Qin Qiming, Ma Haijian, et al. Application of Object-Oriented Approach to SPOT5 Image Classification:A Case Study in Haidian District, Beijing City[J]. Geography and Geo-information Science, 2006, 22(2):46-54 doi: 10.3969/j.issn.1672-0504.2006.02.012
[10]	王建芳, 包世泰.面向对象解译方法在遥感影像地物分类中的应用[J].热带地理, 2006, 26(3):234-239 http://www.doc88.com/p-6791106061624.html Wang Jianfang, Bao Shitai. Application of Object-Oriented Interpretation to Information Classification on Remote Sensing Image[J]. Tropical Geography, 2006, 26(3):234-239 http://www.doc88.com/p-6791106061624.html
[11]	Hackelford A K, Davis C H. A Combined Fuzzy Pixel-Based and Object-Based Approach for Classification of High-Resolution Multispectral Data over Urban Areas[J]. IEEE Transactions on Geo-Science and Remote Sensing, 2003, 41(10):2354-2363 doi: 10.1109/TGRS.2003.815972
[12]	Walter V. Object-Based Classification of Remote Sensing Data for Change Detection[J]. Journal of Photogrammetry and Remote Sensing, 2004, 58(3):225-238 https://www.sciencedirect.com/science/article/pii/S0924271603000595
[13]	余婧峰, 余银普.规则化城市建筑物阴影提取及校正模型研究[J].遥感技术与应用, 2014, 29(1):172-180 http://www.cnki.com.cn/Journal/A-A5-YGJS-2014.htm Yu Jingfeng, Yu Yinpu. Study on Object-Generalized Model of Shadow Detection and Rectification about Urban Building Region[J]. Remote Sensing Technology and Application, 2014, 29(1):172-180 http://www.cnki.com.cn/Journal/A-A5-YGJS-2014.htm
[14]	吴健, 张立.卫星遥感技术在城市规划中的应用[J].遥感技术与应用, 2003, 18(1):52-55 doi: 10.11873/j.issn.1004-0323.2003.1.52 Wu Jianping, Zhang Li. Application of Satellite Remote Sensing Technology on City Planning[J]. Remote Sensing Technology and Application, 2003, 18(1):52-55 doi: 10.11873/j.issn.1004-0323.2003.1.52

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