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《Journal of Nanjing University(Natural Sciences)》 2009-06
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Spatial autocorrelation of urban land price:A case study of Nanjing

Zhang Hong-Hui1,2,Zeng Yong-Nian1,Jin Xiao-Bin3(1.School of Info-Physics and Geomatics Engineering,Central South University,Changsha,410083,China;2.Changsha Planning Information Service Center,Changsha,410013,China;3.School of Geographic and Oceanographic Sciences,Nanjing University,Nanjing,210093,China)  
Land price drivers that best describe land price spatial distribution quantitatively are often selected through regression analysis.A problem using conventional statistical methods in spatial land price analysis is that these methods assume the data to be statistically independent while land price data have the tendency to be dependent spatially,known as spatial autocorrelation.By mining these concealed spatial autocorrelation information,we can explore the feasibility of applying urban land price model in a microscopic view.As a result,spatial statistical method was applied in this study to derive the spatial distribution of land price.In this paper,Nanjing city was selected as the study area.Moran's I and local Moran's I are used to describe spatial autocorrelation of land price.What's more,standard linear regression model and spatial autoregressive model of land price are constructed.Results show that residential land price,industrial land price,and commercial land price all have spatial autocorrelation characteristics.Compared with that of industrial land price and commercial land price,spatial aggregation characteristics of residential land price are higher,and the trend of spatial aggregation becomes more and more obvious.The spatial autoregressive model is statistically sound in the presence of spatially dependent data in contrast with the standard linear model,and it has a better goodness-of-fit.At the same time,spatial autocorrelation in the residuals of spatial autoregressive land price model has disappeared.By using spatial models a part of the variance is explained by neighboring values.The estimated regression coefficients of the variables become smaller and the significance of the parameters also decreases in the spatial autoregressive model.
【Fund】: 国家自然科学基金(40771198)
【CateGory Index】: F293.2
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【References】
Chinese Journal Full-text Database 10 Hits
1 CHANG Jiang1,LIAO Qiu-fang2,WANG Liang-jian2(1.Resource and Environment College,Hunan Normal University,Changsha 410081,China;2.Economics and Trade College,Hunan University,Changsha 410079,China);Spatial distribution and influencing factors of urban land price in Changsha City[J];Geographical Research;2011-10
2 PU Qiang1,DONG Ming-hui2,ZOU Bin1(1.School of Geosciences and Info-Physics,Central South University,Changsha 410083,China;2.Department of Geography,Hunan University of Arts and Science,Changde 415000,China);Time-space pattern evolvement of regional economy based on spatial autocorrelationship[J];Journal of Hunan University of Arts and Science(Natural Science Edition);2012-04
3 WU Wei 1,ZHOU Shenglu 1,YANG Dezhi 1,GUAN Weihua 2,LI Zhi 1(1.School of Geographic and Oceanographic Sciences,Nanjing University,Nanjing 210093,China;2.School of Geography Science,Nanjing Normal University,Nanjing 210046,China);Estimation of the value-added effect on residential land price in riverfront sub-city owing to river-crossing channels: A case study of Pukou District of Nanjing City, China[J];Geographical Research;2013-01
4 CHEN Lin;School of Resource and environmental Science, Wuhan University;;A calculation method and proof on urban residential land price in Beihai based on the Geographically Weighted Regression[J];Territory & Natural Resources Study;2015-03
5 LI Ling1,2,ZHU Dao-lin1,HU Ke-lin1(1.College of Resources and Environmental Sciences,China Agricultural University,Beijing 100193,China; 2.College of Public Management,Beijing City University,Beijing 100083,China);SPATIAL-TEMPORAL CHANGE OF REMISED LAND PRICE IN URBAN AREA OF BEIJING[J];Economic Geography;2011-04
6 GONG Yun-long,ZHANG Shao-liang,ZHANG Lan-lan(School of Environment Science and Spatial Informatics,China University of Mining and Technology, Xuzhou 221008,Jiangsu,China);SPATIAL AUTOCORRELATION OF URBAN LAND PRICE:A CASE STUDY OF SUZHOU[J];Economic Geography;2011-11
7 LU Zhi-gang1,2,LI Jie-ping3(1.School of Geosciences and Info-Physics,Central University,Changsha 410006,China;2.Faculty of Applied Science,Jiangxi University of Science and Technology Ganzhou,341000,China;3.Zhejiang Province Suichang Gold Mine Co.Ltd,Suichang,323304,China);Spatial and Temporal Analysis of Urban Land Price Based on Spatial Data Mining[J];Journal of Jiangxi University of Science and Technology;2011-05
8 Liu Qiongfeng 1,2,Li Mingde 2,Duan Jiannan 1,Wu Haiyong 2,Hong Xi 2(1.College of Resource and Environment,Hunan Agricultural University,Changsha 410128,China;2.Soil and Fertilizer Institute of Hunan Province,Changsha 410125,China);Analysis on influence factors of soil Pb and Cd in agricultural soil of Changsha suburb based on geographically weighted regression model[J];Transactions of the Chinese Society of Agricultural Engineering;2013-03
9 Guan Xu;Jin Xiaobin;Pan Qian;Zhou Yinkang;School of Geographic and Oceanographic Science,Nanjing University;;Analysis on spatial difference of newly increased farmland by land consolidation in China at county level[J];Transactions of the Chinese Society of Agricultural Engineering;2013-20
10 LI Hai-rong;KAN Ai-ke;Institute of Geophysics,Chengdu University of Technology;;Study on the Spatial Autocorrelation of the Population Distribution and Road Facility Layout in Panzhihua City[J];Science Technology and Engineering;2014-20
【Citations】
Chinese Journal Full-text Database 8 Hits
1 ZHANG Yufeng1, DU Guoming2, SONG Ge1 (1. Geography College, Inner Mongolia Normal University, Huhhot 010022, China; 2. Resources and Environmental Sciences College, Northeast Agricultural University, Haerbin 150030, China);Spatial—Timporal Pattern of Residential Land Prices in Hohhot[J];Progress in Geography;2008-01
2 XIE Hualin1, 2, LIU Liming3, LI Bo1, ZHANG Xinshi1(1. School of Resource Science, Beijing Normal University, Beijing 100875, China;2. College of Environment and Resources, Fuzhou University, Fuzhou 350002, China;3. Department of Land Resources Management, China Agricultural University, Beijing 100094, China);Spatial Autocorrelation Analysis of Multi-scale Land-use Changes:A Case Study in Ongniud Banner, Inner Mongolia[J];Acta Geographica Sinica;2006-04
3 Du Debin Xu Jiangang (East China Normal University, Shanghai 200062) );AN ANALYSIS ON LOCATION FACTORS AFFECTING THE SPATIAL DISTRIBUTION OF SHANGHAI LAND VALUE[J];Acta Geographica Sinica;1997-05
4 JIANG Fang,ZHU Dao-lin (Department of Land Resource Management,China Agricultural University,Beijing 100094,China);A GIS-BASED STUDY ON SPATIAL DISTRIBUTION OF LAND PRICES ——THE CASE OF RESIDENTIAL LAND PRICES IN BEIJING[J];Economic Geography;2005-02
5 Chen Fu Li Manchun Zhou Yinkang Zhou Feng (Department of Urban and Resource Science, Nanjing University, 210093, Nanjing, PRC);ANALYSIS OF THE SPATIAL DISTRIBUTION PATTERN OF URBAN LAND PRICE WITH GEOSTATISTICS[J];JOURNAL OF NAIJING UNIVERSITY (NATURAL SCIENCES);1999-06
6 Sun Yan~1,Li Man-Chun~1,Liu Zhong-Gang~1,Ma Wen-Bo~1,Sun Dian~1 Xu Jian-Wei~2,Jia Jin-Geng~2,Xu Jian-Ping~2,Bao Wei-Jing~2,Gu Yi-Feng~2 (1.Department of Urban and Resources Sciences, Nanjing University, Nanjing, 210093, China; 2.Changzhou Land and Resources Administration, Changzhou, 213003, China);Design and Implementation of Changzhou(Jiangsu Province) Urban Land Price Dynamic Monitoring Information System[J];Journal of Nanjing University (Natural Sciences);2004-03
7 ZHENG Xin-qi~(1,2), WANG Jia-yao~2, YAN Hong-wen~1, WANG Ai-ping~1, WANG Xiao-ming~1( 1. Institute of Geography, Shandong Normal University, Jinan 250014, China; 2. College of Surveying and Mapping,Information Engineering University, Zhengzhou 450052, China);Design and Application of Digital Land Price Model for Land Price Evolvement in Urban Area[J];Resources Science;2004-01
8 ZHANG Hong-hui~(1,2),ZENG Yong-nian~1,WU Lin~3,ZHOU Yin-kang~3,JIN Xiao-bin~3,ZOU Bin~1(1.School of Info-Physics and Geomatics Engineering,Central South University,Changsha 410083,China;2.Changsha Urban Planning Information Service Center,Changsha 410083,China;3.School of Geographic and Oceanographic Sciences,Nanjing University,Nanjing 210093,China);Spatial Structure of Urban Land Price in Nanjing and Its Evolution[J];Resources Science;2008-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Shi Ruinian1 et al.(1 Xinjiang Land resources Planning Institute,Urumqi 830011,China);Establishment and Application of Dynamic State Monitor System of Karamay Land Price[J];Anhui Agricultural Science Bulletin;2010-09
2 CHEN Rong-qing et al (College of East China,Fuzhou,Jiangxi 344000);Making of Digital Land Valuation by Mapgis[J];Journal of Anhui Agricultural Sciences;2006-22
3 WANG Ning et al (College of Land Sciences and Technology,China University of Geosciences,Beijing 100083);Research Status and Forecast of Digital Land Price Model[J];Journal of Anhui Agricultural Sciences;2008-32
4 WANG Zeng-jun et al(Qinzhou Ocean Bureau of Guangxi,Qinzhou,Guangxi 344000);Study on the Level Adjustment of Urban Land Based on Digital Land Price Model[J];Journal of Anhui Agricultural Sciences;2009-31
5 MENG Jijun, YAN Fen College of Urban and Environmental Sciences, Peking University, Key Laboratory of Earth Surface Processes, Ministry of Education, Beijing 100871;;Temporal and Spatial Variation of LUCC Driving Forces on the Edge of Metropolis:A Case Study of Changping District[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2008-03
6 MENG Jijun,YAN Fen College of Urban and Environmental Sciences,Peking University,Key Laboratory of Earth Surface Processes,Ministry of Education,Beijing 100871;;Temporal and Spatial Variation of LUCC Driving Forces on the Edge of Metropolis:A Case Study of Changping District[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2009-02
7 DUAN Rui-lan (College of population·resources and enviroment,shandong normal university,jinan 250014,China);The relation of the city road structure and the land price based on the space syntax[J];Science of Surveying and Mapping;2004-05
8 MU Rong①,ZHANG Yong-fu①,WANG Xin-jun②,LIAO Xin-yu③(①College of Resources and Environmental Sciences,Xinjiang University,Urumqi 830046,China;②College of Pratacultural and Environmental Sciences,Xinjiang Agricultural University,Urumqi 830052,China;③College of Civil Engineering and Architecture,Xinjiang University,Urumqi 830046,China);Study of spatial distribution pattern of urban commercial land value of XinJiang Karamay city[J];Science of Surveying and Mapping;2010-04
9 SONG Xue-juan,WEI Hai-yan(College of Tourism and Environment of Shaanxi Normal University,Xi'an 710062,China);Research of spatial structure and differentiation pattern of housing price in Xi'an based on ESDA and geostatistical analysis[J];Science of Surveying and Mapping;2011-02
10 CHEN Yi,LI Guang-Qiang,DENG Min,WANG Jia-Qiu(Department of Surveying and Geo-informatics,Central South University,Changsha 410083,China);Analysis of Spatial Pattern and Spatial-Temporal Evolution about Malaria[J];Geomatics World;2010-05
China Proceedings of conference Full-text Database 3 Hits
1 Lina Lv~1,Xinqi Zheng~(1,2*),Lu Zhao~1 1 Dept.Land Science and Technology in China University of Geosciences,Beijing,China 2 Institute of Land Information technology and Application,Beijing,China;Measurement of Spatial Auto-adjacency for Land Use[A];[C];2011
2 Jinwei Dong, Xinqi Zheng, Hongwen Yan (School of Population, Resources and environment, Shandong Normal University, Jinan 250014);The design and implementation on the system of the dynamic monitoring and updating information system for the urban land value changing based on MapX[A];[C];2006
3 Li Bo;Zhao Liqin;Jiang Shizhong;Miao Dan;Lu Shubing;Bi Haiyang;Nan Bo;College of Resource Science,Beijing Normal University;School of Geographic and Resource Science,Sichuan Normal University;;Research on Spatio-temporal Variation Characterisitic of Ecosystem Services Value in Dianchi Lake Area[A];[C];2015
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LEI Zhan-bo et al(Public Policy and Management School,Xian Jiaotong University,Xian,Shaanxi 710049);Research on Driving Factors and Model of Cultivated Land Change in China[J];Journal of Anhui Agricultural Sciences;2009-22
2 HE Bin et al(Southwest Forestry College,Kunming,Yunnan 650224);Research Review on the Response of Growth Characteristics of Clonal Plants to Soil Nutrient[J];Journal of Anhui Agricultural Sciences;2009-31
3 CHAI Wen1,WANG Gen-xu1,2,LI Yuan-shou3,HU Hong-chang1(1.College of Resources and Environment,Lanzhou University,Lanzhou Gansu 730000,China;2.Institute of MountainHazard and Environment,Chinese Academy of Sciences & Ministry of Water Resource,Chengdu Sichuan 610041,China;3.Cryosphere Research Station on Qinhai-Xizang Plateau of Sciences/State Key Laboratory of Cryospheric Science,CAREERI,CAS,Lanzhou Gansu 730000,China);Response of Soil Moisture under Different Vegetation Coverage to Precipitation in the Headwaters of the Yangtze River[J];Journal of Glaciology and Geocryology;2008-02
4 CHEN You-xiao, LIN Xiao-yan, LIU Yun-hui (School of Economics and Management,Beijing Jiaotong University, Beijing 100044, China);Impacts of Rail Transport Construction on Land Value, Valuation Model and Empirical Study——Case Study on Beijing Light Rail[J];Journal of Beijing Jiaotong University(Social Sciences Edition);2005-03
5 DONG Fan1,DING Hong1,ZHAO An-ping2 (1.School of Management,BNU,Beijing 100875,China; 2.Department of Economics and Finance,City University of Hong Kong,China);Commuting Cost and Space Distribution of Housing Price in Areas near Rail Transit:An Empirical Analysis of Residential Market near No.5 Line Subway in Beijing[J];Journal of Beijing Normal University(Social Sciences);2009-04
6 ZHAN Jian-guo (Beijing Sports University, Beijing 100084, China);The Developmental Situation of Competitive Sports in Russia and Its Experience of Sports Coaching[J];Journal of Beijing University of Physical Education;2004-06
7 MIAO Zhi-wen~1,LI Gang~2,YU Hai-qiang~1,LI Wei~3,HAN Jun-sheng~4 (1.P.E College of Liaoning Normal University,Dalian 116029,Liaoning China; 2.Department of Physical Education,Tangshan Institute,Tangshan 063000,Hebei China; 3.Beijing Sport University,Beijing 100084,China;4.Southeast University,Nanjing 210096,Jiangsu China);History Analysis and Evaluation of Competitive Sport Development Modelin China[J];Journal of Beijing Sport University;2009-09
8 SHI You-kuan,YANG Gai-sheng(Education and Sports Science Institute,Henan University,Kaifeng 475001,Henan China);A Stady on the Strategic Choice of China's Developmeat of Competitive Sports Based on the Scattering of the Olympic Goal Medals in Previous Games[J];Journal of Beijing Sport University;2009-12
9 Liang Jinshe; Kong Jian(Department of Resource and Environment Science, Beijing Normal University, Open Research Laboratory of Environment Change and Natural Disaster Ministry of state Education, 100875, Beijing, China);GINI RATIO AND STANDARD DEVIATION: THE DIFFERENCE OF INDICATING REGIONAL DISPARITY[J];JOURNAL OF BEIJING NORMAL UNIVERSITY(NATURAL SCIENCE);1998-03
10 ZHONG Bing-shu (Beijing Sport University,Beijing 100084,China);The Challenge Faced by China's Athletic Sport in Its Sustainable Development[J];Journal of Beijing Teachers College of Physical Education;2005-01
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 GAO Jinlong 1,2,CHEN Jianglong 1,YANG Diehan 1,2(1.Nanjing Institute of Geography and Limnology,CAS,Nanjing 210008,China;2.University of Chinese Academy of Sciences,Beijing 100049,China);Spatial distribution of urban land prices in Nanjing[J];Progress in Geography;2013-03
2 WU Wei 1,ZHOU Shenglu 1,YANG Dezhi 1,GUAN Weihua 2,LI Zhi 1(1.School of Geographic and Oceanographic Sciences,Nanjing University,Nanjing 210093,China;2.School of Geography Science,Nanjing Normal University,Nanjing 210046,China);Estimation of the value-added effect on residential land price in riverfront sub-city owing to river-crossing channels: A case study of Pukou District of Nanjing City, China[J];Geographical Research;2013-01
3 ZOU Lilin;YANG Jun;HU Xuedong;College of Public Administration,Huaqiao University;School of Public Administration,China University of Geosciences;;Research on temporal-spatial changes of urban residential housing price in China: Progress and prospects[J];Progress in Geography;2013-10
4 CAO Tianbang;HUANG Kelong;LI Jianbo;DONG Ping;WANG Yahua;College of Geographic Science,Nanjing Normal University;Jiangsu Jinningda Real Estate Valuation and Consultation Co.,Ltd.;;Research on spatial variation and evolution of residential land price in Nanjing based on GWR Model[J];Geographical Research;2013-12
5 XI Lu-yao;ZHAO Cui-wei;College of Geography and Environmental Sciences, Guizhou Normal University;;Spatial autocorrelation analysis of fertilizer consumption in Guizhou[J];Guangdong Agricultural Sciences;2014-02
6 GAO Jinlong;CHEN Jianglong;SU Xi;Nanjing Institute of Geography and Limnology, CAS;University of Chinese Academy of Sciences;;Influencing factors of land price in Nanjing Proper during 2001-2010[J];Progress in Geography;2014-02
7 LU Ling-lu;HU Ye-cui;ZHENG Xin-qi;LU Xiao-long;China University of Geosciences, School of Land Science and Technology;;Land Price Space Distribution Law of Xi'an Based on GIS[J];Guangdong Land Science;2014-02
8 Wang Shuo;Li Fengri;Zhen Zhen;Northeast Forestry University;;Predicting Models of Tree Distribution of Korean Pine in Baihe Forestry Bureau[J];Journal of Northeast Forestry University;2014-10
9 YANG Diehan;CHEN Jianglong;YUAN Feng;Nanjing Institute of Geography and Limnology, CAS;University of Chinese Academy of Sciences;;Impact of urban spatial restructuring on spatial-temporal evolution of land leasing in Nanjing City[J];Progress in Geography;2015-02
10 BAO Shan-ju;LU Lin;School of Territorial Resources and Tourism,Anhui Normal University;;Comparison and Cause Analysis of Residential Section Line Type Land Price of Hefei Main City Zone[J];Scientia Geographica Sinica;2015-02
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 AI Ting-hua,LIU Yao-lin (Faculty of Resourse and Environment Science, Wuhan University,Wuhan 430079,China);A Method of Point Cluster Simplification with Spatial Distribution Properties Preserved[J];Acta Geodaetica Et Cartographic Sinica;2002-02
2 TIAN Yong zhong 1, QIU Dao chi 2,ZHU Li fen 3 (1.Institute of Resources and Environment Science, Southwest China Normal University, Chongqing 400715,China;2.Land and House Bureau of Chongqing, Chongqing 400715,China; 3.Institute of Land and House Reconnaissance of Chongqing, Chongqing 400015,China);The study on the allocation model of urban land price monitoring sites[J];Journal of Agricultural University of Hebei;2002-02
3 Chen Fu Peng Buzhuo (Department of Urban and Resources, Nanjing University, Nanjing 210093);STUDY ON THE URBAN LAND PRICE SYSTEM IN A CERTAIN REGION——A Case Study of the Towns in Nanjing Region[J];SCIENTIA GEOGRAPHICA SINICA;1998-05
4 Dong Liming Li Xiangming Fend Changchun (Peking University, 100871) Hu Cunzhi Liao Yonglin (State Land Admiaistration burcau, Beijing, 100081);A STUDY ON REQIONAL DIFFERENCE OF CHINA'S PAID URBAN LANDUSE SYSTEM AND GRADING[J];Acta Geographica Sinica;1993-01
5 HE Chunyang, SHI Peijun, LI Jinggang, PAN Yaozhong, CHEN Jin(Key Laboratory of Environmental Change and Natural Disaster, Ministry of Education of China, Beijing Normal University; College of Resources Science & Technology, Beijing Normal University, Beijing, China, 100875 );Scenarios simulation land use change in the northern China by system dynamic model[J];Acta Geographica Sinica;2004-04
6 Shan Weidong;Bao Haosheng (Dept of Geo and Ocean Sciences, Nanjing University. Nanjing 210093);STOCHASTIC MOVEMENT EQUATION OF SPATIAL DIFFUSION IN NONHOMOGONEOUS FIELD AND ITS APPLICATION FOR THE APPRAISAL OF LAND PRICE[J];ACTA GEOGRAPHICA SINICA;1995-03
7 Wang Baoming(Department of Geography, Tianjin Normal University, Tianjin 300074);EXPLORATION ON LAWS OF SPATIAL VARIATIONS OF INDUSTRIAL LAND IN REVENUES WITHIN URBAN AREA: A CASE STUDY OF TIANJIN[J];ACTA GEOGRAPHICA SINICA;1995-05
8 Li Xiubin(Institute of Geography,Chinese academy of Science and the State Planning ommission of P.R.China,Beijing 100101);A REVIEW OF THE INTERNATIONAL RESEARCHES ON LAND USE/LAND COVER CHANGE[J];ACTA GEOGRAPHICA SINICA;1996-06
9 Du Debin Xu Jiangang (East China Normal University, Shanghai 200062) );AN ANALYSIS ON LOCATION FACTORS AFFECTING THE SPATIAL DISTRIBUTION OF SHANGHAI LAND VALUE[J];Acta Geographica Sinica;1997-05
10 LI Xia 1, Anthony Gar-On Yeh 2 (1. School of Geography and Planning, Zhongshan University,Guangzhou 510275, China; 2. Centre of Urban Planning and Environmental Management, the University of Hong Kong, Hong Kong, China);Cellular automata for simulating complex land use systems using neural networks[J];Geographical Research;2005-01
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