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Original Articles

Population Estimation Methods in GIS and Remote Sensing: A Review

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Pages 80-96 | Published online: 15 May 2013

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Read on this site (41)

Yue Qiu, Xuesheng Zhao, Deqin Fan, Songnian Li & Yijing Zhao. (2022) Disaggregating population data for assessing progress of SDGs: methods and applications. International Journal of Digital Earth 15:1, pages 2-29.
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Yuao Mei, Zhipeng Gui, Jinghang Wu, Dehua Peng, Rui Li, Huayi Wu & Zhengyang Wei. (2022) Population spatialization with pixel-level attribute grading by considering scale mismatch issue in regression modeling. Geo-spatial Information Science 25:3, pages 365-382.
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Heng Wan, Jim Yoon, Vivek Srikrishnan, Brent Daniel & David Judi. (2022) Population downscaling using high-resolution, temporally-rich U.S. property data. Cartography and Geographic Information Science 49:1, pages 18-31.
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Shan Wei, Yinyi Lin, Hongsheng Zhang, Luoma Wan, Hui Lin & Zhifeng Wu. (2021) Estimating Chinese residential populations from analysis of impervious surfaces derived from satellite images. International Journal of Remote Sensing 42:6, pages 2303-2326.
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Stefanos Georganos, Tais Grippa, Assane Niang Gadiaga, Catherine Linard, Moritz Lennert, Sabine Vanhuysse, Nicholus Mboga, Eléonore Wolff & Stamatis Kalogirou. (2021) Geographical random forests: a spatial extension of the random forest algorithm to address spatial heterogeneity in remote sensing and population modelling. Geocarto International 36:2, pages 121-136.
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Krishnachandran Balakrishnan. (2020) A method for urban population density prediction at 30m resolution. Cartography and Geographic Information Science 47:3, pages 193-213.
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Behnam Firoozi Nejad & Christopher Lloyd. (2019) Assessing the accuracy of kernel smoothing population surface models for Northern Ireland using geographically weighted regression. Journal of Spatial Science 64:3, pages 423-441.
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Dongrui Han, Xiaohuan Yang, Hongyan Cai, Xinliang Xu, Zhi Qiao, Chuanzhou Cheng, Nan Dong, Dong Huang & Andi Liu. (2019) Modelling spatial distribution of fine-scale populations based on residential properties. International Journal of Remote Sensing 40:14, pages 5287-5300.
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T. Edwin Chow. (2019) A crowdsourcing–geocomputational framework of mobile crowd simulation and estimation. Cartography and Geographic Information Science 46:1, pages 2-20.
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Kevin Chapuis, Patrick Taillandier, Misslin Renaud & Alexis Drogoul. (2018) Gen*: a generic toolkit to generate spatially explicit synthetic populations. International Journal of Geographical Information Science 32:6, pages 1194-1210.
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Bin Wu, Bailang Yu, Qiusheng Wu, Zuoqi Chen, Shenjun Yao, Yan Huang & Jianping Wu. (2018) An Extended Minimum Spanning Tree method for characterizing local urban patterns. International Journal of Geographical Information Science 32:3, pages 450-475.
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Mohammed Alahmadi. (2018) Spatial non-stationarity analysis to estimate dwelling units in Riyadh, Saudi Arabia. European Journal of Remote Sensing 51:1, pages 558-571.
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Olle Järv, Henrikki Tenkanen & Tuuli Toivonen. (2017) Enhancing spatial accuracy of mobile phone data using multi-temporal dasymetric interpolation. International Journal of Geographical Information Science 31:8, pages 1630-1651.
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Lujin Hu, Zongyi He & Jiping Liu. (2017) Adaptive Multi-Scale Population Spatialization Model Constrained by Multiple Factors: A Case Study of Russia. The Cartographic Journal 54:3, pages 265-282.
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Jacqueline Borel-Saladin. (2017) Where to draw the line: Data problems and other difficulties estimating urbanisation in Africa. Development Southern Africa 34:2, pages 137-150.
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Yun Zhao, Gustavo A. Ovando-Montejo, Amy E. Frazier, Adam J. Mathews, K. Colton Flynn & Emily A. Ellis. (2017) Estimating work and home population using lidar-derived building volumes. International Journal of Remote Sensing 38:4, pages 1180-1196.
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Lívia Tomás, Leila Fonseca, Cláudia Almeida, Fernando Leonardi & Madalena Pereira. (2016) Urban population estimation based on residential buildings volume using IKONOS-2 images and lidar data. International Journal of Remote Sensing 37:sup1, pages 1-28.
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Longwei Li & Dengsheng Lu. (2016) Mapping population density distribution at multiple scales in Zhejiang Province using Landsat Thematic Mapper and census data. International Journal of Remote Sensing 37:18, pages 4243-4260.
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Shihong Du, Mi Shu & Chen-Chieh Feng. (2016) Representation and discovery of building patterns: a three-level relational approach. International Journal of Geographical Information Science 30:6, pages 1161-1186.
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A.E. Gaughan, F.R. Stevens, C. Linard, N.N. Patel & A.J. Tatem. (2015) Exploring nationally and regionally defined models for large area population mapping. International Journal of Digital Earth 8:12, pages 989-1006.
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Mohammed Alahmadi, Peter Atkinson & David Martin. (2015) Fine spatial resolution residential land-use data for small-area population mapping: a case study in Riyadh, Saudi Arabia. International Journal of Remote Sensing 36:17, pages 4315-4331.
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Mohamed Bakillah, Steve Liang, Amin Mobasheri, Jamal Jokar Arsanjani & Alexander Zipf. (2014) Fine-resolution population mapping using OpenStreetMap points-of-interest. International Journal of Geographical Information Science 28:9, pages 1940-1963.
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Jie Lin, RobertG. Cromley, DanielL. Civco, DeanM. Hanink & Chuanrong Zhang. (2013) Evaluating the use of publicly available remotely sensed land cover data for areal interpolation. GIScience & Remote Sensing 50:2, pages 212-230.
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Filipe Batista e Silva, Javier Gallego & Carlo Lavalle. (2013) A high-resolution population grid map for Europe. Journal of Maps 9:1, pages 16-28.
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Andrey Petrov. (2012) One Hundred Years of Dasymetric Mapping: Back to the Origin. The Cartographic Journal 49:3, pages 256-264.
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Myrtho Joseph, Lei Wang & Fahui Wang. (2012) Using Landsat Imagery and Census Data for Urban Population Density Modeling in Port-au-Prince, Haiti. GIScience & Remote Sensing 49:2, pages 228-250.
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DavidW. Wong, BillyK. L. So & Peiyao Zhang. (2012) Addressing quality issues of historical GIS data: an example of Republican Beijing. Annals of GIS 18:1, pages 17-29.
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Tiebei Li & Jonathan Corcoran. (2011) Testing dasymetric techniques to spatially disaggregate the regional population forecasts for South East Queensland. Journal of Spatial Science 56:2, pages 203-221.
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Jie Lin, Robert Cromley & Chuanrong Zhang. (2011) Using geographically weighted regression to solve the areal interpolation problem. Annals of GIS 17:1, pages 1-14.
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Le Wang & Changshan Wu. (2010) Population estimation using remote sensing and GIS technologies. International Journal of Remote Sensing 31:21, pages 5569-5570.
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Chengbin Deng, Changshan Wu & Le Wang. (2010) Improving the housing-unit method for small-area population estimation using remote-sensing and GIS information. International Journal of Remote Sensing 31:21, pages 5673-5688.
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Hwahwan Kim & Xiaobai Yao. (2010) Pycnophylactic interpolation revisited: integration with the dasymetric-mapping method. International Journal of Remote Sensing 31:21, pages 5657-5671.
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Pinliang Dong, Sathya Ramesh & Anjeev Nepali. (2010) Evaluation of small-area population estimation using LiDAR, Landsat TM and parcel data. International Journal of Remote Sensing 31:21, pages 5571-5586.
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Zhenyu Lu, Jungho Im, Lindi Quackenbush & Kerry Halligan. (2010) Population estimation based on multi-sensor data fusion. International Journal of Remote Sensing 31:21, pages 5587-5604.
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JoseL. Silván-Cárdenas, Le Wang, Peter Rogerson, Changshan Wu, Tiantian Feng & BenjaminD. Kamphaus. (2010) Assessing fine-spatial-resolution remote sensing for small-area population estimation. International Journal of Remote Sensing 31:21, pages 5605-5634.
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SharolynJ. Anderson, BenjaminT. Tuttle, RebeccaL. Powell & PaulC. Sutton. (2010) Characterizing relationships between population density and nighttime imagery for Denver, Colorado: issues of scale and representation. International Journal of Remote Sensing 31:21, pages 5733-5746.
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Thomas Alan Morton & Fei Yuan. (2009) Analysis of population dynamics using satellite remote sensing and US census data. Geocarto International 24:2, pages 143-163.
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Matthew H. Ruther. Estimating neighborhood-level population characteristics from parcel data. Cartography and Geographic Information Science 0:0, pages 1-15.
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Jessica E Steele, Jeremiah Nieves, Andrew J. Tatem, Yann Forget, Michal Shimoni & Catherine Linard. (2018) Worldpop - Fusion of Earth and Big Data for Intraurban Population Mapping. Worldpop - Fusion of Earth and Big Data for Intraurban Population Mapping.
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