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Original Articles

Using geographically weighted regression to solve the areal interpolation problem

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Pages 1-14 | Received 14 Jun 2010, Accepted 11 Nov 2010, Published online: 28 Mar 2011

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Jie Lin, Dean M. Hanink & Robert G. Cromley. (2017) A cartographic modeling approach to isopleth mapping. International Journal of Geographical Information Science 31:5, pages 849-866.
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J. Lin & R. Cromley. (2017) Inferring Spatial Scale Change in an Isopleth Map. The Cartographic Journal 54:1, pages 48-60.
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Barbara P. Buttenfield, Matt Ruther & Stefan Leyk. (2015) Exploring the impact of dasymetric refinement on spatiotemporal small area estimates. Cartography and Geographic Information Science 42:5, pages 449-459.
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Tracy A. Kugler, David C. Van Riper, Steven M. Manson, David A. Haynes II, Joshua Donato & Katie Stinebaugh. (2015) Terra Populus: Workflows for Integrating and Harmonizing Geospatial Population and Environmental Data. Journal of Map & Geography Libraries 11:2, pages 180-206.
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Matt Ruther, Stefan Leyk & Barbara P. Buttenfield. (2015) Comparing the effects of an NLCD-derived dasymetric refinement on estimation accuracies for multiple areal interpolation methods. GIScience & Remote Sensing 52:2, pages 158-178.
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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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João Monteiro, Bruno Martins, Miguel Costa & João M. Pires. (2021) Geospatial Data Disaggregation through Self-Trained Encoder–Decoder Convolutional Models. ISPRS International Journal of Geo-Information 10:9, pages 619.
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Ali Asghar Rostami, Mohammad Isazadeh, Mahmoud Shahabi & Hamed Nozari. (2019) Evaluation of geostatistical techniques and their hybrid in modelling of groundwater quality index in the Marand Plain in Iran. Environmental Science and Pollution Research 26:34, pages 34993-35009.
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Alexis Comber & Wen Zeng. (2019) Spatial interpolation using areal features: A review of methods and opportunities using new forms of data with coded illustrations. Geography Compass 13:10.
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Yang Liu, Lan-hai Li, Xi Chen, Jin-Ming Yang & Jian-Sheng Hao. (2018) Spatial distribution of snow depth based on geographically weighted regression kriging in the Bayanbulak Basin of the Tianshan Mountains, China. Journal of Mountain Science 15:1, pages 33-45.
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Jonathan P. Schroeder. (2017) Hybrid areal interpolation of census counts from 2000 blocks to 2010 geographies. Computers, Environment and Urban Systems 62, pages 53-63.
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Jinghai Xu, Jiwen An & Gaozong Nie. (2016) A quick earthquake disaster loss assessment method supported by dasymetric data for emergency response in China. Natural Hazards and Earth System Sciences 16:3, pages 885-899.
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Masaya UESUGI & Yasushi ASAMI. (2016) <b>A Block-level Estimation of Residential Characteristics </b><b>Using Survey and Spatial Microdata </b>. Urban and Regional Planning Review 3:0, pages 123-145.
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Avit Kumar Bhowmik, Ambreen Alamdar, Ioannis Katsoyiannis, Heqing Shen, Nadeem Ali, Syeda Maria Ali, Habib Bokhari, Ralf B. Schäfer & Syed Ali Musstjab Akber Shah Eqani. (2015) Mapping human health risks from exposure to trace metal contamination of drinking water sources in Pakistan. Science of The Total Environment 538, pages 306-316.
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Jie Lin & Robert G. Cromley. (2015) A local polycategorical approach to areal interpolation. Computers, Environment and Urban Systems 54, pages 23-31.
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Kasper Cockx & Frank Canters. (2015) Incorporating spatial non-stationarity to improve dasymetric mapping of population. Applied Geography 63, pages 220-230.
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Jie Lin & Robert G. Cromley. (2015) Evaluating geo-located Twitter data as a control layer for areal interpolation of population. Applied Geography 58, pages 41-47.
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Daeheon Cho. (2014) A Comparative Analysis of Areal Interpolation Methods for Representing Spatial Distribution of Population Subgroups. Journal of Korea Spatial Information Society 22:3, pages 35-46.
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Peng Jia, Youliang Qiu & Andrea E. Gaughan. (2014) A fine-scale spatial population distribution on the High-resolution Gridded Population Surface and application in Alachua County, Florida. Applied Geography 50, pages 99-107.
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Jonathan P. Schroeder & David C. Van Riper. (2013) Because Muncie's Densities Are Not Manhattan's: Using Geographical Weighting in the Expectation-Maximization Algorithm for Areal Interpolation. Geographical Analysis 45:3, pages 216-237.
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George C. Bentley, Robert G. Cromley & Carol Atkinson-Palombo. (2013) The Network Interpolation of Population for Flow Modeling Using Dasymetric Mapping. Geographical Analysis 45:3, pages 307-323.
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Harini Sridharan & Fang Qiu. (2013) A Spatially Disaggregated Areal Interpolation Model Using Light Detection and Ranging-Derived Building Volumes. Geographical Analysis 45:3, pages 238-258.
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Robert J Corner, Ashraf M Dewan & Masahiro Hashizume. (2013) Modelling typhoid risk in Dhaka Metropolitan Area of Bangladesh: the role of socio-economic and environmental factors. International Journal of Health Geographics 12:1, pages 13.
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