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《Acta Geographica Sinica》 2005-01
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Modeling Urban Population Density with Remote Sensing Imagery

LV Anmin1,2, LI Chengming2, LIN Zongjian2, WANG Xingkui1(1. School of Civil Engineering, Tsinghua University, Beijing 100084, China;2. Zhengzhou Land Resource Bureau, Zhengzhou 450006, China;3. Chinese Academy of Surveying and Mapping, Beijing 100039, China)  
The population in the study region is the sum of the area of each habitation type multiplying its respective sampled population density. The population density of each habitation type is estimated. In some experimental region, there is mathematical relation among the area, the population density and its total population of each habitation type. The population density of each habitation type can be estimated via the mathematical relation. A new land use density method is proposed based on least square principle. The main idea is: First, habitation type is defined in the study region; and the boundaries of all the habitation types are lined out based on remote sensing imagery and the area of each habitation type are calculated; then mathematical models according to the population data of every sub-region are established; the best population density estimation of each habitation type is calculated with the least square principle when the number of sub-regions is more than the number of habitation types. The population estimation of any region can be calculated since the population density of each habitation type is known as well. The method need not sample the population density of each habitation type. The estimation workload of population density of each habitation type is low. The mathematical models are not influenced by random error of samples.
【Fund】: 国家计委2000年高科技应用项目(中国人口地理信息系统建设技术支撑体系)~~
【CateGory Index】: C924.2
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【References】
Chinese Journal Full-text Database 10 Hits
1 DU Guo-ming1,2,ZHANG Shu-wen1(1.Northeast Institute of Geography and Agricultural Ecology,Chinese Academy of Sciences,Changchun 130012,China;2.Graduate University of Chinese Academy of Sciences,Beijing 100031,China);SPATIAL DISTRIBUTION IN POPULATION STATISTICS IN RELATION TO FLOOD PREVENTION AND RESCUE——A CASE STUDY IN FUYU COUNTY[J];Resources and Environment in the Yangtze Basin;2007-02
2 CHU Jinlong WANG Zhiqiang;Study on Spatial Distribution Feature of Urban Population of Hefei, China[J];Urban Studies;2006-04
3 HUANG Jing,YE Ming-wu,WANG Jun,XU Shi-yuan,CHEN Zhen-lou,LIU Yao-long (Key Laboratory of Geographic Information Science of Ministry of Education,School of Resources and Environment Science,East China Normal University,Shanghai 200062,China);Methodology of Earthquake Evacuation Zoning Based on GIS[J];Scientia Geographica Sinica;2011-02
4 KANG Min-jie,CAO Ke,WANG Hui,ZHAO Bing-ru,ZHANG Xu(Transportation Management School of Dalian Maritime University,Dalian 116026,China);Spatialization Method of Demographic Data Based on Work and Residence Space Conception[J];Geography and Geo-Information Science;2012-04
5 LIAO Bang-gu XU Jian-gang QI Yi Department of Urban and Regional Planning,Nanjing University,Nanjing 210093,China HAN Xue-pei MEI An-xin Key Laboratory of Geographic Information Science,Ministry of Education,East China Normal University,Shanghai 200062,China;Simulation and analysis of the population density of the Shanghai central city in 1990—2000[J];Journal of East China Normal University(Natural Science);2008-04
6 Liu Fengying(The Second Surveying and Mapping College of Ning xia,Yinchuan,750021,China);A Study of Population Estimating Based on High Resolution Image[J];Modern Surveying and Mapping;2007-06
7 LIU Li-rong,YUAN Ze,ZHANG Lei(Guilin University of Technology,Guilin 541004,China);Research on spatial structure of urban economic development based on urban density zoning——taking the new town in Lijiang east of Guilin for example[J];Journal of Qingdao University of Science and Technology(Social Sciences);2008-01
8 YU Yang,ZHEN Feng (Department of Urban and Regional Planning of Nanjing University,Nanjing 210093,China);Urban Population Density Based on Google Earth:A Case of Qingyuan City,Guangdong Province[J];Tropical Geography;2009-06
9 ZENG Jing1,2,ZHU Zhaoyu1,ZHANG Jinlan1,2,OUYANG Tingping1,QIU Shifan1,2,ZOU Yi1,2,ZENG Ti1(1.Key Laboratory of Marginal Sea Geology,Guangzhou Institute of Geochemistry,Chinese Academy of Science,Guangzhou 510640,China;2.Graduate School of Chinese Academy of Science,Beijing100049,China);Population Vulnerability Assessment on County-scale Geohazards Based on High Spatial Resolution Satellite Imagery: A Case Study of Luogang District, Guangzhou[J];Tropical Geography;2010-04
10 ZHAO Wan-min 1,WANG Yang 1,2,3,GUO Jian-feng 1 1.College of Architecture and Urban Planning,Chongqing University,Chongqing 400030,P.R.China 2.College of Geographic Science and Tourism,Chongqing Normal University,Chongqing 400047,P.R.China 3.Key Laboratory of GIS Application,Chongqing Municipal Education Commission,Chongqing 400047,P.R.China;Human settlement's social network analysis based on spatial trend surface model:a case study of Chongqing Municipality[J];生态经济(英文版);2010-04
【Co-citations】
Chinese Journal Full-text Database 6 Hits
1 LIAO Bang-gu XU Jian-gang QI Yi Department of Urban and Regional Planning,Nanjing University,Nanjing 210093,China HAN Xue-pei MEI An-xin Key Laboratory of Geographic Information Science,Ministry of Education,East China Normal University,Shanghai 200062,China;Simulation and analysis of the population density of the Shanghai central city in 1990—2000[J];Journal of East China Normal University(Natural Science);2008-04
2 Wang Hang, Qin Fen (College Environment and Planning,Henan University,Kaifeng 475004,Henan China);The Research of Population Estimation in Kaifeng City Based on High Distinquishable Data Image[J];Henan Science;2010-06
3 Liu Fengying(The Second Surveying and Mapping College of Ning xia,Yinchuan,750021,China);A Study of Population Estimating Based on High Resolution Image[J];Modern Surveying and Mapping;2007-06
4 YU Yang,ZHEN Feng (Department of Urban and Regional Planning of Nanjing University,Nanjing 210093,China);Urban Population Density Based on Google Earth:A Case of Qingyuan City,Guangdong Province[J];Tropical Geography;2009-06
5 LU Lin-lin,GUO Hua-dong(State Key Laboratory of Remote Sensing Science,Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 10010);Automatic Estimation of Urban Population with Remote Sensing Imagery Based on ArcGIS[J];Remote Sensing Information;2008-02
6 ZHANG Lu,TIAN Yong-zhong,YANG Hai(School of Geographic Science,Southwest University,Chongqing 400715,China);High-Time Resolution Daily Dynamic Simulation for Urban Population[J];Journal of Chongqing Technology and Business University(Natural Science Edition);2012-04
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 SUN Yu-lian et al(Institute of Mountain Hazards and Environment,CAS,Chengdu,Sichuan 610041);Quantitative Analysis on the Relationship Between Population Distribution and Environment Factors in Mountain Area[J];Journal of Anhui Agricultural Sciences;2011-19
2 SHI Hai-liang, ZHOU Shao-guang, ZHAO Jian-quan (The college of civil engineering, Hohai University, Nanjing, 210098, China);Road Extraction of Urban Area from Remote Sensing Images[J];Beijing Surveying and Mapping;2006-02
3 CAI Yunlong (Department of Urban and Environmental Sciences,Peking University,Beijing,100871);Perspectives on Innovation in Physical Geography[J];ACTA SCICENTIARUM NATURALUM UNIVERSITIS PEKINESIS;2000-04
4 ZHAN Yong-song Shenzhen Research Institute of City University of Hong Kong,Shenzhen 518058,China LO Siu-ming Department of Building & Construction,City University of Hong Kong,Tat Chee Avenue,Kowloon,Hong Kong,China;Study on City Urgent Management System Supported by CG and GIS[J];Journal of Communication University of China(Science and Technology);2008-01
5 LI Gang~(1,2) MA Dong-hui~1 SU Jing-yu~1 WANG Ling~2 (1.Institute of Earthquake Resistance and Disaster Reduction,Beijing University of Technology,Beijing,100022,China; 2.Civil Engineering College,Hebei University of Technology,Tianjin,300132,China;);Study of Urban Earthquake Emergency Shelters Planning[J];Journal of Beijing University of Technology;2006-10
6 GONG Jie, YANG Shi-yuan(Department of Automation, Tsinghua University, Beijing 100084, China);The Detection and Classifying Technology Research of the SAR Image[J];Journal of Beijing University of Posts and Telecommunications;2005-04
7 LI Hai ying,PENG Hong chun,NIU Dong ling,WANG Qi ji (Northwest Plateau Institute of Biology, Chinese Academy of Science Xining 810001 CHina);Analysis of the Effect of Biomeasures on Discarded Salkaline Land in Chidamu Basin[J];Acta Agrestia Sinica;2002-01
8 BAI Yan-ying,WANG Xiao-ke,OUYANG Zhi-yun (Department of Systems Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China);Urbanization in SWC Region and Its Ecological Stresses[J];Urban Environment & Urban Ecology;2003-06
9 ZHANG Tong~1,MEI An-xin~2,CAI Yong-li~2 (1.Department of Environmental Science, East China Normal University, Shanghai 200062, China; 2.Department of Geography, East China Normal University, Shanghai 200062, China);Application of SPOT Remote Sensing Image in Landscape Classification of Chongming Dongtan[J];Urban Environment & Urban Ecology;2004-02
10 CHEN Ji-wei,CHENG Zhi-mu (Surveying and Land Information Engineering Department of Tongji University, Shanghai 200092; Shanghai Institute of Geology and Survey, Shanghai 200072);Urban remote sensing technology playing an important role in gov- ernment decision-making--as an example of shanghai[J];Science of Surveying and Mapping;2004-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 YANG Hai et al (School of Geographical Sciences,Southwest University,Chongqing 400715);Simulation of Urban Population Distribution during Daytime Based on the High Resolution of RS and GIS[J];Journal of Anhui Agricultural Sciences;2011-02
2 SHI Shu-qin et al(School of Management,Tianjin Polytechnic University,Tianjin 300387);Spatial Simulation of Per Unit Area Yield of Maize by Statistics Based on Regionalization and Multiple Regression Analysis[J];Journal of Anhui Agricultural Sciences;2011-06
3 HU Cheng-zhi1,2,ZHANG Hong1,CHENG Li-shun2,et al (1.The First Affiliated Hospital of Anhui Medical University Hefei 230022;2.The First People's Hospital of Hefei,Hefei 230061);Current status of EMSS resource utilization of elderly patients with hypertensive emergency in Hefei[J];Anhui Medical and Pharmaceutical Journal;2011-10
4 JIANG Wen-yuan 1 ZHOU Bin 2 WEI Qiu-xia 1(1 School of Urban and Environmental Sciences,Tianjin Normal University,Tianjin 300387;2 Tianjin Academy of Environment Protection Sciences);Empirical Study on Two Evaluation Methods of Intensive Land Use of Development Zone[J];Modern Agricultural Sciences and Technology;2011-11
5 LIU Jiao CAI Wen-bo (Teachers College of Shihezi University/Bingtuan Education Institute,Shihezi,Xinjiang 832003,China);An Empirical Analysis of the Relationships between Population Structure and the Development Space of Bilingual Education in Xinjiang[J];Journal of Bingtuan Education Institute;2010-04
6 TANG Hua-xiu~1 MA Jing-song~1 ZHAN Jin-yan~2 DENG Xiang-zheng~3 (1.School of Geographic and Oceanographic Science,Nanjing University,Nanjing 210093,China;2.School of Environmental Sciences,Beijing Normal University,Beijing 100875,China;3.Center for Chinese Agricultural Policy,Chinese Academy of Sciences,Beijing 100101,China);INTERPOLATION OF THE POPULATION DATA FROM CENSUS AND ACCURACY VALIDATION——A CASE STUDY IN JIANGSU PROVINCE[J];Resources and Environment in the Yangtze Basin;2008-04
7 HE Wei;Probing into the Developmental Strategies for the Mid-small Cities under Three Driving Forces : A Case Study by Northern Jiangsu[J];Urban Studies;2011-12
8 LI Shaoxing1,YAN Peixia2,JIANG Bo1(1.Shandong Academy of Urban and Rural Planning,Jinan 250013,China;2.Shandong Academy of Social Sciences,Jinan 250002,China);Study on the Territorial Division of Labor and Spatial Pattern of Urbanization in the Context of Globalization[J];Progress in Geography;2010-08
9 WU Wenyu,GAO Xiangdong(Center for Modern Chinese City Studies,East China Normal University,Shanghai 200062,China);Population Density Functions of Chinese Cities:A Review[J];Progress in Geography;2010-08
10 LIU Ying1,2,ZHANG Ping-Yu1,LI Jing1,2(1.Northeast Institute of Geography and Agroecology,Chinese Academy of Sciences,Changchun,Jilin 130012,China;2.Graduate School of the Chinese Academy of Sciences,Beijing 100049,China);Spatial Pattern of Newly Built Housing's Price in Changchun City[J];Scientia Geographica Sinica;2011-01
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