Spatial Statistics

  1. Luc Anselin, Raymond J. G. M. Florax, and Sergio J. Rey. Econometrics for spatial models: recent advances. In Luc Anselin, Raymond J. G. M. Florax, and Sergio J. Rey, editors, Advances in Spatial Econometrics: Methodology, Tools and Applications, pages 1–25. Springer Berlin Heidelberg, Berlin, Heidelberg, 2004. doi:10.1007/978-3-662-05617-2_1.
  2. Luc Anselin, Raymond J.G.M. Florax, and Sergio J. Rey, editors. Advances in Spatial Econometrics: Methodology, Tools and Applications. Springer Verlag, Berlin, 2004.
  3. Luc Anselin, Alan T. Murray, and Sergio J. Rey. Spatial analysis. In Todd D. Little, editor, The Oxford Handbook of Quantitative Methods, Vol. 2: Statistical Analysis, pages 154–174. Oxford University Press, Mar 2013.
  4. Luc Anselin and Sergio J. Rey. Issues in the specification of an integrated multiregional model for a system of small regions. Sistemi Urbani, 11(2):177–201, 1989.
  5. Luc Anselin and Sergio J. Rey. Properties of tests for spatial dependence in linear regression models. Geographical Analysis, 23(2):112–131, 1991. doi:10.1111/j.1538-4632.1991.tb00228.x.
  6. Luc Anselin and Sergio J. Rey. Introduction to the special issue on spatial econometrics. International Regional Science Review, 20(1-2):1–7, 1997. doi:10.1177/016001769702000101.
  7. Luc Anselin and Sergio J. Rey, editors. New Tools for Spatial Data Analysis: Proceedings of a Workshop. Center for Spatially Integrated Social Science, University of California, Santa Barbara (CD-ROM), 2002.
  8. Luc Anselin and Sergio J. Rey, editors. Perspectives on Spatial Data Analysis. Springer Verlag, Berlin, 2010.
  9. Luc Anselin and Sergio J. Rey. Modern spatial econometrics in practice: A guide to GeoDa, GeoDaSpace and PySAL. GeoDa Press LLC, Chicago, IL, 2014.
  10. Luc Anselin, Sergio J. Rey, and Uwe Deichmann. The implementation of integrated models in a multiregion system. In Luc Anselin and Moss Madden, editors, New Directions in Regional Analysis: Integrated and Multiregional Approaches, pages 146–170. Belhaven Press, London, 1990.
  11. Luc Anselin, Sergio J. Rey, and Julia Koschinsky. Flexible geospatial visual analytics and simulation technologies to enhance criminal justice decision support systems. Crime Mapping: A Journal of Research and Practice, 2(1):10–31, 2010.
  12. Luc Anselin, Sergio J. Rey, and Wenwen Li. Metadata and provenance for spatial analysis: the case of spatial weights. International Journal of Geographical Information Science, 28(11):2261–2280, 2014.
  13. Eckhardt Bode and Sergio J. Rey. The spatial dimension of economic growth and convergence. Papers in Regional Science, 85(2):171–176, 2006. doi:10.1111/j.1435-5957.2006.00073.x.
  14. Juan C. Duque, Luc Anselin, and Sergio J. Rey. The max-p-regions problem*. Journal of Regional Science, 52(3):397–419, 2012. doi:10.1111/j.1467-9787.2011.00743.x.
  15. Juan C. Duque and Sergio J. Rey. A network based approach towards industry clustering. In Gunther Maier Uwe Blien, editor, The Economics of Regional Clusters: Networks, Technology and Policy, pages 41–68. Edward Elgar, 2008.
  16. Juan C. Duque, Sergio J. Rey, and Dairo A. Gomez. Identifying industry clusters in colombia based on graph theory. Ens. polit. econ., 27(59):14–45, 2009.
  17. Maribel Elias and Sergio J. Rey. Educational convergence in Peru. Region et Developpement, 33:107–134, 2011.
  18. Chao Fan, Sergio J. Rey, and Soe W. Myint. Spatially filtered ridge regression (SFRR): a regression framework to understanding impacts of land cover patterns on urban climate. Transactions in GIS, Sep 2016. doi:10.1111/tgis.12240.
  19. Dillon T. Fitch, Douglas A. Stow, Allen S. Hope, and Sergio J. Rey. MODIS vegetation metrics as indicators of hydrological response in watersheds of California Mediterranean-type climate zones. Remote Sensing of Environment, 114(11):2513 – 2523, 2010.
  20. Raymond J. G. M. Florax and Sergio J. Rey. The impacts of misspecified spatial interaction in linear regression models. In Luc Anselin and Raymond J. G. M. Florax, editors, New Directions in Spatial Econometrics, pages 111–135. Springer Berlin Heidelberg, Berlin, Heidelberg, 1995. doi:10.1007/978-3-642-79877-1_5.
  21. Raymond J.G.M. Florax, Hendrik Folmer, and Sergio J. Rey. Specification searches in spatial econometrics: the relevance of Hendry’s methodology. Regional Science and Urban Economics, 33(5):557–579, 2003. doi:10.1016/S0166-0462(03)00002-4.
  22. Raymond J.G.M. Florax, Hendrik Folmer, and Sergio J. Rey. A comment on specification searches in spatial econometrics: the relevance of Hendry’s methodology: a reply. Regional Science and Urban Economics, 36(2):300 – 308, 2006.
  23. David C. Folch and Sergio J. Rey. The centralization index: a measure of local spatial segregation. Papers in Regional Science, 95(3):555–576, 2016. doi:10.1111/pirs.12145.
  24. Janet Franklin, Charlotte L. Coulter, and Sergio J. Rey. Change over 70 years in a southern California chaparral community related to fire history. Journal of Vegetation Science, 15(5):701–710, 2004. doi:10.1111/j.1654-1103.2004.tb02312.x.
  25. Janet Franklin, Gunnar Keppel, Edward L. Webb, Joshua O. Seamon, Sergio J. Rey, David W. Steadman, Susan K. Wiser, and Donald R. Drake. Dispersal limitation, speciation, environmental filtering and niche differentiation influence forest tree communities in West Polynesia. Journal of Biogeography, 40(5):988–999, Nov 2012. doi:10.1111/jbi.12038.
  26. Janet Franklin and Sergio J. Rey. Spatial patterns of tropical forest trees in western polynesia suggest recruitment limitations during secondary succession. Journal of Tropical Ecology, 23(1):1–12, 2007.
  27. Janet Franklin and Sergio J. Rey. Heterogeneous tree recruitment following disturbance in insular tropical forest, Kingdom of Tonga. Journal of Tropical Ecology, 32(6):536–542, November 2016. doi:10.1017/S0266467416000456.
  28. Tony H. Grubesic, Ran Wei, and Alan T. Murray. Spatial clustering overview and comparison: accuracy, sensitivity, and computational expense. Annals of the Association of American Geographers, 104(6):1134–1156, 2014. doi:10.1080/00045608.2014.958389.
  29. Tony H. Grubesic, Ran Wei, Alan T. Murray, and William Alex Pridemore. Comparative approaches for assessing access to alcohol outlets: exploring the utility of a gravity potential approach. Population Health Metrics, 14(1):25, Aug 2016. doi:10.1186/s12963-016-0097-x.
  30. Insu Hong, Alan T. Murray, and Sergio J. Rey. Obstacle-avoiding shortest path derivation in a multicore computing environment. Computers, Environment and Urban Systems, 55(Supplement C):1 – 10, 2016.
  31. Mark V. Janikas and Sergio J. Rey. Spatial clustering, inequality and income convergence. Region et Developpement, 25:155–176, 2005.
  32. Mark V. Janikas and Sergio J. Rey. On the relationships between spatial clustering, inequality, and economic growth in the United States: 1969-2000. Region et Developpement, 27:13–34, 2008.
  33. Michael Jerrett, Sergio J. Rey, Christian Dufournaud, and Deborah Jones. Accounting for the environmental “bottom line” along the U.S.-Mexico border. Annals of the Association of American Geographers, 93(1):67–88, 2003. doi:10.1111/1467-8306.93106.
  34. Wei Kang and Sergio J. Rey. Conditional and joint tests for spatial effects in discrete Markov chain models of regional income distribution dynamics. The Annals of Regional Science, Jan 2018. URL: https://doi.org/10.1007/s00168-017-0859-9, doi:10.1007/s00168-017-0859-9.
  35. Xing Kang and Sergio J. Rey. Parallelizing max-p-regions spatial clustering method in PySAL. In Proceedings, International Workshop on Modern Accelerator Technologies for GIScience. Columbus, 2012.
  36. Jason Laura, Wenwen Li, Sergio J. Rey, and Luc Anselin. Parallelization of a regionalization heuristic in distributed computing platforms – a case study of parallel-p-compact-regions problem. International Journal of Geographical Information Science, 29(4):536–555, Apr 2015. doi:10.1080/13658816.2014.987287.
  37. James P. LeSage and Sergio J. Rey. Restrictions in integrated econometric+input-output modeling. In Geoffrey J. D. Hewings, Michael Sonis, and David Boyce, editors, Trade, Networks and Hierarchies: Modeling Regional and Interregional Economies, pages 251–266. Springer Berlin Heidelberg, Berlin, Heidelberg, 2002. doi:10.1007/978-3-662-04786-6_13.
  38. Elizabeth A. Mack, Nicholas Malizia, and Sergio J. Rey. Population shift bias in tests of space–time interaction. Computers, Environment and Urban Systems, 36(6):500–512, Nov 2012. doi:10.1016/j.compenvurbsys.2012.05.001.
  39. Elizabeth A. Mack and Ran Wei. Geographic dimensions of relocation activity: a comparative analysis of intrametropolitan and out-of-state relocation activity. The Professional Geographer, pages 1–11, 2017. doi:10.1080/00330124.2017.1338589.
  40. Elizabeth A. Mack, Yifan Zhang, Sergio J. Rey, and Ross Maciejewski. Spatio-temporal analysis of industrial composition with IVIID: an interactive visual analytics interface for industrial diversity. Journal of Geographical Systems, 16(2):183–209, Apr 2014. doi:10.1007/s10109-013-0193-4.
  41. Elizabeth A. Mack and Sergio J. Rey. An econometric approach for evaluating the linkages between broadband and knowledge intensive firms. Telecommunications Policy, 38(1):105–118, 2014. doi:10.1016/j.telpol.2013.06.003.
  42. Alan T. Murray, Tony H. Grubesic, Elizabeth A. Mack, Ran Wei, Sergio J. Rey, Luc Anselin, and Marie L. Griffin. Convicted sex offender residential movements. In Michael Leitner, editor, Crime Modeling and Mapping Using Geospatial Technologies, pages 51–71. Springer Netherlands, Dordrecht, 2013. doi:10.1007/978-94-007-4997-9_3.
  43. Alan T. Murray, Tony H. Grubesic, and Ran Wei. Spatially significant cluster detection. Spatial Statistics, 10(Supplement C):103 – 116, 2014.
  44. Alan T. Murray, Julia Koschinsky, Yin Liu, Sergio J. Rey, and Lawrence A. Brown. Are foreclosures contagious?: an exploratory space-time analysis of Franklin County, Ohio, 2001-2008. International Journal of Applied Geospatial Research, 4(4):19–36, 2013. doi:10.4018/jagr.2013100102.
  45. Alan T. Murray, Yin Liu, Sergio J. Rey, and Luc Anselin. Exploring movement object patterns. The Annals of Regional Science, 49(2):471–484, May 2011. doi:10.1007/s00168-011-0459-z.
  46. Sergio J. Rey. Coefficient change in embedded econometric and input–output models at the regional level. Economic Systems Research, 9(4):307–330, 1997. doi:10.1080/09535319700000029.
  47. Sergio J. Rey. Integrating regional econometric and input-output models: an evaluation of embedding strategies. Environment and Planning A, 29(6):1057–1072, 1997.
  48. Sergio J. Rey. The performance of alternative integration strategies for combining regional econometric and input-output models. International Regional Science Review, 21(1):1–35, 1998.
  49. Sergio J. Rey. Integrated regional econometric+input-output modeling: issues and opportunities. Papers in Regional Science, 79:271–292, 2000.
  50. Sergio J. Rey. Mathematical models in human geography. In Neil J. Smelser and Paul B. Baltes, editors, International Encyclopedia of the Social & Behavioral Sciences, volume 14, pages 9393–9399. Elsevier, Pergamon, Oxford, 2001.
  51. Sergio J. Rey. Spatial empirics for economic growth and convergence. Geographical Analysis, 33(3):195–214, 2001. doi:10.1111/j.1538-4632.2001.tb00444.x.
  52. Sergio J. Rey. Spatial analysis of regional economic growth, inequality and change. In Michael F. Goodchild and Donald G. Janelle, editors, Spatially Integrated Social Science, pages 280–299. Oxford University Press, Oxford, 2004.
  53. Sergio J. Rey. Spatial dependence in the evolution of regional income distributions. In A. Getis, J. Múr, and H. Zoeller, editors, Spatial econometrics and spatial statistics, pages 193–213. Palgrave, Hampshire, 2004.
  54. Sergio J. Rey. Walter Isard’s influence on analytical human geographic research. Journal of Geographical Systems, 6(1):3–6, 2004. doi:10.1007/s10109-003-0119-7.
  55. Sergio J. Rey. Integrated regional econometric+input-output modeling: issues and opportunities. In Aura Reggiani, Kenneth Button, and Peter Nijkamp, editors, Planning Models. Edward Elgar, 2006.
  56. Sergio J. Rey. Show me the code: spatial analysis and open source. Journal of Geographical Systems, 11(2):191–207, Jun 2009. doi:10.1007/s10109-009-0086-8.
  57. Sergio J. Rey. Open source spatial analysis: lessons for research and education from PySAL. In Proceedings of the Open Source Geospatial Research and Education Symposium, 64–68. 2012.
  58. Sergio J. Rey. Fast algorithms for a space-time concordance measure. Computational Statistics, 29(3-4):799–811, 2014.
  59. Sergio J. Rey. Rank-based Markov chains for regional income distribution dynamics. Journal of Geographical Systems, 16(2):115–137, 2014.
  60. Sergio J. Rey. Spatial dynamics and space-time data analysis. In Manfred M. Fischer and Peter Nijkamp, editors, Handbook of Regional Science, pages 1365–1383. Springer Berlin Heidelberg, Berlin, Heidelberg, 2014. doi:10.1007/978-3-642-23430-9_78.
  61. Sergio J. Rey. Discrete regional distribution dynamics revisited. Journal of Regional and Urban Economics, 1-2:83–104, 2015.
  62. Sergio J. Rey. Mathematical modeling in human geography. In James D. Wright, editor, International Encyclopedia of the Social & Behavioral Sciences, volume 14, pages 785–790. Elsevier Ltd, 2015.
  63. Sergio J. Rey. Python Spatial Analysis Library (PySAL): an update and illustration. In Chris Brunsdon and Alex Singleton, editors, Geocomputation: A Practical Primer, pages 233–253. SAGE Publications Ltd, 2015.
  64. Sergio J. Rey. Bells in space: The spatial dynamics of US interpersonal and interregional income inequality. International Regional Science Review, pages 1–31, 2016.
  65. Sergio J. Rey. 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, 106(4):788–803, Apr 2016. doi:10.1080/24694452.2016.1151336.
  66. Sergio J. Rey and Luc Anselin. Recent advances in software for spatial analysis in the social sciences. Geographical Analysis, 38(1):1–4, 2006. doi:10.1111/j.0016-7363.2005.00670.x.
  67. Sergio J. Rey and Luc Anselin. PySAL: A Python library of spatial analytical methods. The Review of Regional Studies, 37(1):5–27, 2007.
  68. Sergio J. Rey and Luc Anselin. Pysal: a python library of spatial analytical methods. In Manfred M. Fischer and Arthur Getis, editors, Handbook of Applied Spatial Analysis: Software Tools, Methods and Applications, pages 175–193. Springer Berlin Heidelberg, Berlin, Heidelberg, 2010. doi:10.1007/978-3-642-03647-7_11.
  69. Sergio J. Rey, Luc Anselin, David C. Folch, Daniel Arribas-Bel, Myrna L. Sastré Gutiérrez, and Lindsey Interlante. Measuring spatial dynamics in metropolitan areas. Economic Development Quarterly, 25(1):54–64, 2011.
  70. Sergio J. Rey and Marlon G. Boarnet. A taxonomy of spatial econometric models for systems of simultaneous equations. In Luc Anselin, Raymond J.G.M. Florax, and Sergio J. Rey, editors, Advances in Spatial Econometrics: Methodology, Tools and Applications, pages 99–119. Springer Verlag, Berlin, 2004.
  71. Sergio J. Rey and Boris Dev. Integrating econometric and input-output models in a multiregional context. Growth and Change, 28(2):222–243, 1997. doi:10.1111/j.1468-2257.1997.tb00771.x.
  72. Sergio J. Rey and Boris Dev. σ-convergence in the presence of spatial effects. Papers in Regional Science, 85(2):217–234, 2006.
  73. Sergio J. Rey and David C. Folch. Impact of spatial effects on income segregation indices. Computers, Environment and Urban Systems, 35(6):431–441, Nov 2011. doi:10.1016/j.compenvurbsys.2011.07.008.
  74. Sergio J. Rey and Julie Le Gallo. Spatial analysis of economic convergence. In Terence C. Mills and Kerry Patterson, editors, Palgrave Handbook of Econometrics Volume 2: Applied Econometrics, pages 1251–1290. Palgrave Macmillan, New York, 2009.
  75. Sergio J. Rey and Myrna L. Sastré Gutiérrez. Interregional inequality dynamics in Mexico. Spatial Economic Analysis, 5(3):277–298, 2010. doi:10.1080/17421772.2010.493955.
  76. Sergio J. Rey and Randall W. Jackson. Labor-productivity changes in regional econometric + input−output models. Environment and Planning A, 31(9):1583–1599, 1999. doi:10.1068/a311583.
  77. Sergio J. Rey and Mark V. Janikas. Regional convergence, inequality and space. Journal of Economic Geography, 5(2):155–176, 2005.
  78. Sergio J. Rey and Mark V. Janikas. STARS: space–time analysis of regional systems. Geographical Analysis, 38(1):67–86, 2006. doi:10.1111/j.0016-7363.2005.00675.x.
  79. Sergio J. Rey and Mark V. Janikas. STARS: space-time analysis of regional systems. In Manfred M. Fischer and Arthur Getis, editors, Handbook of Applied Spatial Analysis: Software Tools, Methods and Applications, pages 91–112. Springer Berlin Heidelberg, Berlin, Heidelberg, 2010. doi:10.1007/978-3-642-03647-7_6.
  80. Sergio J. Rey, Wei Kang, and Levi J. Wolf. The properties of tests for spatial effects in discrete Markov chain models of regional income distribution dynamics. Journal of Geographical Systems, 18(4):377–398, Sep 2016. doi:10.1007/s10109-016-0234-x.
  81. Sergio J. Rey, Elizabeth A. Mack, and Julia Koschinsky. Exploratory space–time analysis of burglary patterns. Journal of Quantitative Criminology, 28(3):509–531, Nov 2012. doi:10.1007/s10940-011-9151-9.
  82. Sergio J. Rey and Brett D. Montouri. US regional income convergence: a spatial econometric perspective. Regional Studies, 33(2):143–156, 1999. doi:10.1080/00343409950122945.
  83. Sergio J. Rey and Brett D. Montouri. US regional income convergence: a spatial econometric perspective. In Paul C. Cheshire and Gilles Duranton, editors, Recent developments in urban and regional economics, pages 389–404. Edward Elgar, 2004.
  84. Sergio J. Rey, Alan T. Murray, and Luc Anselin. Visualizing regional income distribution dynamics. Letters in Spatial and Resource Sciences, 4:81–90, 2011.
  85. Sergio J. Rey, Alan T. Murray, Tony H. Grubesic, Elizabeth Mack, Ran Wei, Luc Anselin, and Marie Griffin. Sex offender residential movement patterns: a Markov Chain analysis. The Professional Geographer, 66(1):102–11, 2014.
  86. Sergio J. Rey and Myrna L. Sastré Gutiérrez. Comparative spatial inequality dynamics: the case of Mexico and the United States. Applied Geography, 61:70–80, Jul 2015. doi:10.1016/j.apgeog.2015.01.012.
  87. Sergio J. Rey and Richard J. Smith. A spatial decomposition of the Gini coefficient. Letters in Spatial and Resource Sciences, 6(2):55–70, Sep 2012. doi:10.1007/s12076-012-0086-z.
  88. Sergio J. Rey, Guy R. West, and Mark V. Janikas. Uncertainty in integrated regional models. Economic Systems Research, 16(3):259–277, 2004. doi:10.1080/0953531042000239365.
  89. Sergio J. Rey and Xinyue Ye. Comparative spatial dynamics of regional systems. In Antonio Páez, Julie Gallo, Ron N. Buliung, and Sandy Dall’erba, editors, Progress in Spatial Analysis: Methods and Applications, pages 441–463. Springer Berlin Heidelberg, Berlin, Heidelberg, 2010. doi:10.1007/978-3-642-03326-1_20.
  90. Janet L. Reyna, Mikhail V. Chester, and Sergio J. Rey. Defining geographical boundaries with social and technical variables to improve urban energy assessments. Energy, 112:742 – 754, 2016. doi:https://doi.org/10.1016/j.energy.2016.06.091.
  91. Myrna L. Sastre Guitierrez and Sergio J. Rey. Movilidad espacial del ingreso en mexico, en analysis espacial y regional. Desarllo y Espacio. Srie Analisis Regional, 2012.
  92. Myrna L. Sastré Gutiérrez and Sergio J. Rey. Polarización espacial y dinámicas de la desigualdad interregional en méxico. Problemas del desarrollo, 39(155):181–204, 2008.
  93. Myrna L. Sastré Gutiérrez and Sergio J. Rey. Space-time income distribution dynamics in Mexico. Annals of GIS, 19(3):195–207, Sep 2013. doi:10.1080/19475683.2013.806354.
  94. Charles R. Schmidt, Sergio J. Rey, and André Skupin. Effects of irregular topology in spherical self-organizing maps. International Regional Science Review, 34(2):215–229, 2011. doi:10.1177/0160017610387297.
  95. Christina Tague, Michael Farrell, Gordon Grant, Sarah Lewis, and Serge Rey. Hydrogeologic controls on summer stream temperatures in the McKenzie River basin, Oregon. Hydrological Processes, 21(24):3288–3300, 2007. doi:10.1002/hyp.6538.
  96. Yehua Dennis Wei, Weiye Xiao, Ming Wen, and Ran Wei. Walkability, land use and physical activity. Sustainability, 8(1):65, 2016.
  97. Levi J. Wolf and Sergio J. Rey. On the lumpability of regional income convergence. Letters in Spatial and Resource Sciences, 9(3):265–275, September 2015. doi:10.1007/s12076-015-0156-0.
  98. Xinyue Ye and Sergio J. Rey. A framework for exploratory space-time analysis of economic data. The Annals of Regional Science, 50(1):315–339, Feb 2013. doi:10.1007/s00168-011-0470-4.

Spatial Optimization

  1. Kathryn Grace, Ran Wei, and Alan T. Murray. A spatial analytic framework for assessing and improving food aid distribution in developing countries. Food Security, 9(4):867–880, Aug 2017. doi:10.1007/s12571-017-0703-1.
  2. Tony Grubesic, Ran Wei, Alan Murray, and Fangwu Wei. Essential air service in the United States: exploring strategies to enhance spatial and operational efficiencies. International Regional Science Review, 39(1):108–130, 2016. doi:10.1177/0160017614532653.
  3. Alan T. Murray, Patricia Gober, Luc Anselin, Sergio J. Rey, David Sampson, Paul D. Padegimas, and Yin Liu. Spatial optimization models for water supply allocation. Water Resources Management, 26(8):2243–2257, Mar 2012. doi:10.1007/s11269-012-0013-5.
  4. Aaron Pulver, Ran Wei, and Clay Mann. Locating AED enabled medical drones to enhance cardiac arrest response times. Prehospital Emergency Care, 20(3):378–389, 2016. PMID: 26852822. doi:10.3109/10903127.2015.1115932.
  5. Daoqin Tong and Ran Wei. Regional coverage maximization: alternative geographical space abstraction and modeling. Geographical Analysis, 49(2):125–142, 2017. doi:10.1111/gean.12121.
  6. Ran Wei. Coverage location models: alternatives, approximation, and uncertainty. International Regional Science Review, 39(1):48–76, 2016. doi:10.1177/0160017615571588.
  7. Ran Wei and Alan T. Murray. A multi-objective evolutionary algorithm for facility dispersion under conditions of spatial uncertainty. Journal of the Operational Research Society, 65(7):1133–1142, Jul 2014. doi:10.1057/jors.2013.58.
  8. Ran Wei and Alan T. Murray. Evaluating polygon overlay to support spatial optimization coverage modeling. Geographical Analysis, 46(3):209–229, 2014. doi:10.1111/gean.12036.
  9. Ran Wei and Alan T. Murray. Continuous space maximal coverage: insights, advances and challenges. Computers & Operations Research, 62(Supplement C):325 – 336, 2015.
  10. Ran Wei, Alan T. Murray, and Rajan Batta. A bounding-based solution approach for the continuous arc covering problem. Journal of Geographical Systems, 16(2):161–182, Apr 2014. doi:10.1007/s10109-013-0192-5.

Big Spatial Data

  1. Thanaa Ghanem, Amr Magdy, Mashaal Musleh, Sohaib Ghani, and Mohamed Mokbel. VisCAT: Spatio-Temporal Visualization and Aggregation of Categorical Attributes in Twitter Data. In Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 537–540. ACM, 2014.
  2. Christopher Jonathan, Amr Magdy, Mohamed F Mokbel, and Albert Jonathan. GARNET: a holistic system approach for trending queries in microblogs. In Data Engineering (ICDE), 2016 IEEE 32nd International Conference on, 1251–1262. IEEE, 2016.
  3. Xing Kang and Sergio J. Rey. Parallelizing max-p-regions spatial clustering method in PySAL. In Proceedings, International Workshop on Modern Accelerator Technologies for GIScience. Columbus, 2012.
  4. Jason Laura, Wenwen Li, Sergio J. Rey, and Luc Anselin. Parallelization of a regionalization heuristic in distributed computing platforms – a case study of parallel-p-compact-regions problem. International Journal of Geographical Information Science, 29(4):536–555, Apr 2015. doi:10.1080/13658816.2014.987287.
  5. Jason Laura and Sergio J. Rey. Improved parallel optimal choropleth map classification. In Xuan Shi, Volodymyr Kindratenko, and Chaowei Yang, editors, Modern Accelerator Technologies for Geographic Information Science, pages 197–212. Springer US, Boston, MA, 2013. doi:10.1007/978-1-4614-8745-6_15.
  6. Jason Laura and Sergio J. Rey. Spatial data analytics on heterogeneous multi- and many-core parallel architectures. In S. Shekhar and H. Xiong, editors, Encyclopedia of GIS, pages 1972–1981. Springer, 2017.
  7. Xun Li, Wenwen Li, Luc Anselin, Sergio J. Rey, and Julia Koschinsky. A mapreduce algorithm to create contiguity weights for spatial analysis of big data. In Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial ‘14, 50–53. New York, NY, USA, 2014. ACM. doi:10.1145/2676536.2676543.
  8. A. Magdy and M. F. Mokbel. Demonstration of Kite: a scalable system for microblogs data management. In 2017 IEEE 33rd International Conference on Data Engineering (ICDE), 1383–1384. April 2017. doi:10.1109/ICDE.2017.187.
  9. Amr Magdy, Louai Alarabi, Saif Al-Harthi, Mashaal Musleh, Thanaa Ghanem, Sohaib Ghani, Saleh Basalamah, and Mohamed Mokbel. Demonstration of Taghreed: A System for Querying, Analyzing, and Visualizing Geotagged Microblogs. In 2015 IEEE 31st International Conference on Data Engineering, 1416–1419. April 2015. doi:10.1109/ICDE.2015.7113390.
  10. Amr Magdy, Louai Alarabi, Saif Al-Harthi, Mashaal Musleh, Thanaa Ghanem, Sohaib Ghani, and Mohamed Mokbel. Taghreed: A System for Querying, Analyzing, and Visualizing Geotagged Microblogs. In Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 163–172. 2014.
  11. Amr Magdy, Rami Alghamdi, and Mohamed F. Mokbel. On main-memory flushing in microblogs data management systems. In 2016 IEEE 32nd International Conference on Data Engineering (ICDE), 445–456. May 2016. doi:10.1109/ICDE.2016.7498261.
  12. Amr Magdy, Ahmed M. Aly, Mohamed F. Mokbel, Sameh Elnikety, Yuxiong He, and Suman Nath. Mars: real-time spatio-temporal queries on microblogs. In 2014 IEEE 30th International Conference on Data Engineering, 1238–1241. March 2014. doi:10.1109/ICDE.2014.6816750.
  13. Amr Magdy, Ahmed M. Aly, Mohamed F. Mokbel, Sameh Elnikety, Yuxiong He, Suman Nath, and Walid G. Aref. GeoTrend: Spatial Trending Queries on Real-time Microblogs. In ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS). ACM, 2016.
  14. Amr Magdy and Mohamed Mokbel. Towards a Microblogs Data Management System. In 2015 16th IEEE International Conference on Mobile Data Management, volume 1, 271–278. June 2015. doi:10.1109/MDM.2015.24.
  15. Amr Magdy and Mohamed F Mokbel. Microblogs data management and analysis. In Data Engineering (ICDE), 2016 IEEE 32nd International Conference on, 1440–1443. IEEE, 2016.
  16. Amr Magdy, Mohamed F. Mokbel, Sameh Elnikety, Suman Nath, and Yuxiong He. Mercury: a memory-constrained spatio-temporal real-time search on microblogs. In 2014 IEEE 30th International Conference on Data Engineering, 172–183. March 2014. doi:10.1109/ICDE.2014.6816649.
  17. Amr Magdy, Mohamed F. Mokbel, Sameh Elnikety, Suman Nath, and Yuxiong He. Venus: Scalable Real-time Spatial Queries on Microblogs with Adaptive Load Shedding. IEEE Transactions on Knowledge and Data Engineering, 28(2):356–370, 2016.
  18. Mohamed Mokbel and Amr Magdy. Towards a Microblogs Data Management System, Provisionally filed in U.S. Patent and Trademark Office on September 10, 2014, Ref number: 434819US8. 09 2014.
  19. Mohamed F. Mokbel, Louai Alarabi, Jie Bao, Ahmed Eldawy, Amr Magdy, Mohamed Sarwat, Ethan Waytas, and Steven Yackel. MNTG: an extensible web-based traffic generator. In Mario A. Nascimento, Timos Sellis, Reynold Cheng, Jörg Sander, Yu Zheng, Hans-Peter Kriegel, Matthias Renz, and Christian Sengstock, editors, Advances in Spatial and Temporal Databases: 13th International Symposium, SSTD 2013, 38–55. Berlin, Heidelberg, 2013. Springer Berlin Heidelberg. doi:10.1007/978-3-642-40235-7_3.
  20. Mohamed F. Mokbel, Louai Alarabi, Jie Bao, Ahmed Eldawy, Amr Magdy, Mohamed Sarwat, Ethan Waytas, and Steven Yackel. A demonstration of MNTG-a web-based road network traffic generator. In 2014 IEEE 30th International Conference on Data Engineering (ICDE), 1246–1249. IEEE, March 2014.
  21. Mohamed F. Mokbel and Amr Magdy. Microblogs data management systems: querying, analysis, and visualization. In Proceedings of the 2016 International Conference on Management of Data, 2219–2222. ACM, 2016.
  22. Sergio J. Rey, Luc Anselin, Robert Pahle, Xing Kang, and Philip Stephens. Parallel optimal choropleth map classification in PySAL. International Journal of Geographical Information Science, 27(5):1023–1039, May 2013. doi:10.1080/13658816.2012.752094.
  23. Sergio J. Rey, Philip Stephens, and Jason Laura. An evaluation of sampling and full enumeration strategies for Fisher Jenks classification in big data settings. Transactions in GIS, 21(4):796–810, Oct 2016. doi:10.1111/tgis.12236.
  24. Mohamed Sarwat, Jie Bao, Ahmed Eldawy, Justin J. Levandoski, Amr Magdy, and Mohamed F. Mokbel. Sindbad: A Location-based Social Networking System. In SIGMOD, 649–652. 2012.
  25. Ran Wei and Alan T. Murray. A parallel algorithm for coverage optimization on multi-core architectures. International Journal of Geographical Information Science, 30(3):432–450, 2016. doi:10.1080/13658816.2015.1030750.

Spatial Uncertainty

  1. Renee Y. Hsia, Mengtao Dai, Ran Wei, Sarah Sabbagh, and N. Clay Mann. Geographic discordance between patient residence and incident location in emergency medical services responses. Annals of Emergency Medicine, 69(1):44 – 51.e3, 2017.
  2. Alan T. Murray, Ran Wei, and Tony H. Grubesic. An approach for examining alternatives attributable to locational uncertainty. Environment and Planning B: Planning and Design, 41(1):93–109, 2014. doi:10.1068/b39069.
  3. Sergio J. Rey, Guy R. West, and Mark V. Janikas. Uncertainty in integrated regional models. Economic Systems Research, 16(3):259–277, 2004. doi:10.1080/0953531042000239365.
  4. Daoqin Tong and Ran Wei. Regional coverage maximization: alternative geographical space abstraction and modeling. Geographical Analysis, 49(2):125–142, 2017. doi:10.1111/gean.12121.
  5. Ran Wei. Coverage location models: alternatives, approximation, and uncertainty. International Regional Science Review, 39(1):48–76, 2016. doi:10.1177/0160017615571588.
  6. Ran Wei and Tony H. Grubesic. An alternative classification scheme for uncertain attribute mapping. The Professional Geographer, 69(4):604–615, 2017. doi:10.1080/00330124.2017.1288573.
  7. Ran Wei and Alan T Murray. Spatial uncertainty challenges in location modeling with dispersion requirements. In Jean-Claude Thill, editor, Spatial Analysis and Location Modeling in Urban and Regional Systems. Springer-Verlag Berlin Heidelberg, 2018.
  8. Ran Wei and Alan T. Murray. Continuous space maximal coverage: insights, advances and challenges. Computers & Operations Research, 62(Supplement C):325 – 336, 2015.
  9. Ran Wei and Alan T. Murray. Spatial uncertainty in harvest scheduling. Annals of Operations Research, 232(1):275–289, Sep 2015. doi:10.1007/s10479-012-1178-2.
  10. Ran Wei, Daoqin Tong, and Jeff M. Phillips. An integrated classification scheme for mapping estimates and errors of estimation from the American Community Survey. Computers, Environment and Urban Systems, 63(Supplement C):95 – 103, 2017.

Open Source & Science

  1. Luc Anselin and Sergio J. Rey. Modern spatial econometrics in practice: A guide to GeoDa, GeoDaSpace and PySAL. GeoDa Press LLC, Chicago, IL, 2014.
  2. Daniel Arribas-Bel, Thomas de Graaff, and Sergio J. Rey. Looking at John Snow’s cholera map from the twenty first century: a practical primer on reproducibility and open science. Advances in Spatial Science, pages 283–306, 2017. doi:10.1007/978-3-319-50590-9_17.
  3. Olivier Ertz, Sergio J Rey, and Stéphane Joost. The open source dynamics in geospatial research and education. Journal of Spatial Information Science, pages 67–71, 2014.
  4. Randall Jackson, Sergio J. Rey, and Péter Járosi. Object orientation, open regional science, and cumulative knowledge building. Advances in Spatial Science, pages 259–282, 2017. doi:10.1007/978-3-319-50590-9_16.
  5. Sergio J Rey, Luc Anselin, Xun Li, Robert Pahle, Jason Laura, Wenwen Li, and Julia Koschinsky. Open Geospatial Analytics with PySAL. ISPRS International Journal of Geo-Information, 4(2):815–836, 2015.
  6. Sergio J. Rey. Show me the code: spatial analysis and open source. Journal of Geographical Systems, 11(2):191–207, Jun 2009. doi:10.1007/s10109-009-0086-8.
  7. Sergio J. Rey. Open source spatial analysis: lessons for research and education from PySAL. In Proceedings of the Open Source Geospatial Research and Education Symposium, 64–68. 2012.
  8. Sergio J. Rey. Open regional science. Annals of Regional Science, 52(3):825–837, 2014.
  9. Sergio J. Rey. Python Spatial Analysis Library (PySAL): an update and illustration. In Chris Brunsdon and Alex Singleton, editors, Geocomputation: A Practical Primer, pages 233–253. SAGE Publications Ltd, 2015.
  10. Sergio J. Rey. Python for GIS. In John Wilson, editor, Geographic information science & technology body of knowledge. University Consortium for Geographic Information Science, 2017.
  11. Sergio J. Rey. Code as text: open source lessons for geospatial research and education. In Jean-Claude Thill and Suzana Dragicevic, editors, Geocomputational analysis and modeling of regional systems, pages 7–21. Springer, 2018.
  12. Sergio J. Rey and Luc Anselin. Recent advances in software for spatial analysis in the social sciences. Geographical Analysis, 38(1):1–4, 2006. doi:10.1111/j.0016-7363.2005.00670.x.
  13. Sergio J. Rey and Luc Anselin. PySAL: A Python library of spatial analytical methods. The Review of Regional Studies, 37(1):5–27, 2007.
  14. Sergio J. Rey, Luc Anselin, and Myunghwa Hwang. Manipulation of spatial weights using web services. In Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS ‘09, 72–80. New York, NY, USA, 2009. ACM.
  15. Sergio J. Rey and Mark V. Janikas. STARS: space–time analysis of regional systems. Geographical Analysis, 38(1):67–86, 2006. doi:10.1111/j.0016-7363.2005.00675.x.
  16. Sergio J. Rey and Mark V. Janikas. STARS: space-time analysis of regional systems. In Manfred M. Fischer and Arthur Getis, editors, Handbook of Applied Spatial Analysis: Software Tools, Methods and Applications, pages 91–112. Springer Berlin Heidelberg, Berlin, Heidelberg, 2010. doi:10.1007/978-3-642-03647-7_6.

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