| # | Title | Journal | Year | Citations |
|---|
| 1 | Geographical and Temporal Weighted Regression (GTWR) | Geographical Analysis | 2015 | 314 |
| 2 | Extracting and understanding urban areas of interest using geotagged photos | Computers, Environment and Urban Systems | 2015 | 232 |
| 3 | An efficient measure of compactness for two-dimensional shapes and its application in regionalization problems | International Journal of Geographical Information Science | 2013 | 144 |
| 4 | Advances in location modeling: GIS linkages and contributions | Journal of Geographical Systems | 2010 | 143 |
| 5 | Using geolocated Twitter data to monitor the prevalence of healthy and unhealthy food references across the US | Applied Geography | 2014 | 142 |
| 6 | Spatial fixed effects and spatial dependence in a single cross‐section | Papers in Regional Science | 2013 | 141 |
| 7 | THE MAX‐P‐REGIONS PROBLEM* | Journal of Regional Science | 2012 | 138 |
| 8 | CyberGIS software: a synthetic review and integration roadmap | International Journal of Geographical Information Science | 2013 | 123 |
| 9 | Constructing gazetteers from volunteered Big Geo-Data based on Hadoop | Computers, Environment and Urban Systems | 2017 | 110 |
| 10 | Optimising the spatial location of urban fire stations | Fire Safety Journal | 2013 | 104 |
| 11 | Strategic Network Restoration | Networks and Spatial Economics | 2010 | 95 |
| 12 | A geographical perspective on access to sexual and reproductive health care for women in rural Africa | Social Science and Medicine | 2013 | 78 |
| 13 | From SpaceStat to CyberGIS | International Regional Science Review | 2012 | 68 |
| 14 | Visualizing regional income distribution dynamics | Letters in Spatial and Resource Sciences | 2011 | 67 |
| 15 | A spatial decomposition of the Gini coefficient | Letters in Spatial and Resource Sciences | 2013 | 63 |
| 16 | Identifying bus stop redundancy: A gis-based spatial optimization approach | Computers, Environment and Urban Systems | 2012 | 62 |
| 17 | Exploratory Space–Time Analysis of Burglary Patterns | Journal of Quantitative Criminology | 2012 | 57 |
| 18 | Towards geospatial semantic search: exploiting latent semantic relations in geospatial data | International Journal of Digital Earth | 2014 | 55 |
| 19 | Rooftop Surface Temperature Analysis in an Urban Residential Environment | Remote Sensing | 2015 | 54 |
| 20 | Spatial econometrics in an age of CyberGIScience | International Journal of Geographical Information Science | 2012 | 48 |
| 21 | Geographic influences on sexual and reproductive health service utilization in rural Mozambique | Applied Geography | 2012 | 46 |
| 22 | Exploring, modelling and predicting spatiotemporal variations in house prices | Annals of Regional Science | 2015 | 44 |
| 23 | An overview of network vulnerability modeling approaches | Geo Journal | 2013 | 43 |
| 24 | Exploring the effect of neighboring land cover pattern on land surface temperature of central building objects | Building and Environment | 2016 | 43 |
| 25 | Performance improvement techniques for geospatial web services in a cyberinfrastructure environment – A case study with a disaster management portal | Computers, Environment and Urban Systems | 2015 | 42 |
| 26 | Continuous space maximal coverage: Insights, advances and challenges | Computers and Operations Research | 2015 | 40 |
| 27 | Is subsidized housing in sustainable neighborhoods? Evidence from Chicago | Housing Policy Debate | 2011 | 38 |
| 28 | Exploring movement object patterns | Annals of Regional Science | 2012 | 38 |
| 29 | A Geospatial Cyberinfrastructure for Urban Economic Analysis and Spatial Decision-Making | ISPRS International Journal of Geo-Information | 2013 | 38 |
| 30 | A computational approach for eliminating error in the solution of the location set covering problem | European Journal of Operational Research | 2013 | 36 |
| 31 | The p‐Compact‐regions Problem | Geographical Analysis | 2014 | 34 |
| 32 | Spatially significant cluster detection | Spatial Statistics | 2014 | 33 |
| 33 | Alcohol beverage control, privatization and the geographic distribution of alcohol outlets | BMC Public Health | 2012 | 32 |
| 34 | Perspectives on Spatial Data Analysis | Advances in Spatial Science | 2010 | 29 |
| 35 | Critical infrastructure protection: The vulnerability conundrum | Telematics and Informatics | 2012 | 28 |
| 36 | Finite sample properties of Moran's I test for spatial autocorrelation in tobit models | Papers in Regional Science | 2014 | 28 |
| 37 | Open Geospatial Analytics with PySAL | ISPRS International Journal of Geo-Information | 2015 | 27 |
| 38 | A Hybrid Geocoding Methodology for Spatio‐Temporal Data | Transactions in GIS | 2011 | 26 |
| 39 | Self-Organizing Maps and the US Urban Spatial Structure | Environment and Planning B: Planning and Design | 2013 | 26 |
| 40 | Assessing geographic coverage of the essential air service program | Socio-Economic Planning Sciences | 2012 | 25 |
| 41 | Integrating big social data, computing and modeling for spatial social science | Cartography and Geographic Information Science | 2016 | 25 |
| 42 | Exploring Spatial Patterns of Crime Using Non-hierarchical Cluster Analysis | | 2013 | 25 |
| 43 | Space–Time Patterns of Rank Concordance: Local Indicators of Mobility Association with Application to Spatial Income Inequality Dynamics | Annals of the American Association of Geographers | 2016 | 24 |
| 44 | Metadata and provenance for spatial analysis: the case of spatial weights | International Journal of Geographical Information Science | 2014 | 23 |
| 45 | Estimating spatial efficiency using cyber search, GIS, and spatial optimization: a case study of fire service deployment in Los Angeles County | International Journal of Geographical Information Science | 2016 | 23 |
| 46 | Evaluating Polygon Overlay to Support Spatial Optimization Coverage Modeling | Geographical Analysis | 2014 | 22 |
| 47 | Efficient measurement of continuous space shortest distance around barriers | International Journal of Geographical Information Science | 2013 | 20 |
| 48 | An integrated approach for addressing geographic uncertainty in spatial optimization | International Journal of Geographical Information Science | 2012 | 19 |
| 49 | Spatial Optimization Models for Water Supply Allocation | Water Resources Management | 2012 | 19 |
| 50 | Digital neighborhoods | Journal of Urbanism | 2016 | 19 |
