{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T14:57:05Z","timestamp":1772117825098,"version":"3.50.1"},"reference-count":96,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2013,10,8]],"date-time":"2013-10-08T00:00:00Z","timestamp":1381190400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Geogr Syst"],"published-print":{"date-parts":[[2014,4]]},"DOI":"10.1007\/s10109-013-0193-4","type":"journal-article","created":{"date-parts":[[2013,10,7]],"date-time":"2013-10-07T09:09:21Z","timestamp":1381136961000},"page":"183-209","source":"Crossref","is-referenced-by-count":4,"title":["Spatio-temporal analysis of industrial composition with IVIID: an interactive visual analytics interface for industrial diversity"],"prefix":"10.1007","volume":"16","author":[{"given":"Elizabeth A.","family":"Mack","sequence":"first","affiliation":[]},{"given":"Yifan","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Sergio","family":"Rey","sequence":"additional","affiliation":[]},{"given":"Ross","family":"Maciejewski","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2013,10,8]]},"reference":[{"issue":"2","key":"193_CR1","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1080\/00220389408422321","volume":"30","author":"J Alwang","year":"1994","unstructured":"Alwang J, Siegel PB (1994) Portfolio models and planning for export diversification: Malawi, Tanzania, and Zimbabwe. J Dev Stud 30(2):405\u2013422","journal-title":"J Dev Stud"},{"issue":"2","key":"193_CR2","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1111\/j.1538-4632.1995.tb00338.x","volume":"27","author":"L Anselin","year":"1995","unstructured":"Anselin L (1995) Local indicators of spatial association\u2013LISA. Geogr Anal 27(2):93\u2013115","journal-title":"Geogr Anal"},{"key":"193_CR3","unstructured":"Anselin L (2003a) An introduction to spatial regression analysis in R. University of Illinois, Urbana-Champaign"},{"key":"193_CR4","unstructured":"Anselin L (2003b) An introduction to EDA with GeoDa. Spatial Analysis Laboratory, Department of Agricultural and Consumer Economics, UIUC"},{"key":"193_CR5","unstructured":"Anselin L (2012) Space-time mapping. Spatial Autocorrelation, Chicago"},{"key":"193_CR6","doi-asserted-by":"crossref","unstructured":"Anselin L, Bao S (1997) Exploratory spatial data analysis linking SpaceStat and ArcView. Recent developments in spatial analysis\u2014spatial statistics, behavioural modelling and computational intelligence pp 35\u201359","DOI":"10.1007\/978-3-662-03499-6_3"},{"key":"193_CR7","first-page":"3","volume":"1","author":"L Anselin","year":"1993","unstructured":"Anselin L, Dodson R, Hudak S (1993) Linking GIS and spatial data analysis in practice. Geogr Syst 1:3\u201323","journal-title":"Geogr Syst"},{"issue":"1","key":"193_CR8","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1111\/j.0016-7363.2005.00671.x","volume":"38","author":"L Anselin","year":"2006","unstructured":"Anselin L, Syabri I, Kho Y (2006) GeoDa: an introduction to spatial data analysis. Geogr Anal 38(1):5\u201322","journal-title":"Geogr Anal"},{"issue":"4","key":"193_CR9","first-page":"17","volume":"26","author":"M Attaran","year":"1987","unstructured":"Attaran M, Zwick M (1987) Entropy and other measures of industrial diversification. Q J Bus Econ 26(4):17\u201334","journal-title":"Q J Bus Econ"},{"issue":"2","key":"193_CR10","first-page":"70","volume":"80","author":"GA Bernat Jr","year":"2000","unstructured":"Bernat GA Jr, Repice ES (2000) Industrial composition of state earnings in 1958\u20131998. Surv Curr Bus 80(2):70","journal-title":"Surv Curr Bus"},{"key":"193_CR11","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1007\/s101090300096","volume":"4","author":"R Bivand","year":"2002","unstructured":"Bivand R (2002) Spatial econometrics functions in R: classes and methods. J Geogr Syst 4:405\u2013421. doi: 10.1007\/s101090300096","journal-title":"J Geogr Syst"},{"key":"193_CR12","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1007\/PL00011460","volume":"2","author":"R Bivand","year":"2000","unstructured":"Bivand R, Gebhardt A (2000) Implementing functions for spatial statistical analysis using the R language. J Geogr Syst 2:307\u2013317","journal-title":"J Geogr Syst"},{"issue":"2","key":"193_CR13","first-page":"145","volume":"4","author":"R Block","year":"1995","unstructured":"Block R, Block C (1995) Space, place and crime: hot spot areas and hot places of liquor-related crime. Crime Place 4(2):145\u2013184","journal-title":"Crime Place"},{"issue":"2","key":"193_CR14","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1111\/j.1435-5957.2006.00073.x","volume":"85","author":"E Bode","year":"2006","unstructured":"Bode E, Rey SJ (2006) The spatial dimension of economic growth and convergence. J Reg Sci 85(2):171\u2013176","journal-title":"J Reg Sci"},{"key":"193_CR15","volume-title":"Designing better maps: a guide for GIS users","author":"CA Brewer","year":"2005","unstructured":"Brewer CA (2005) Designing better maps: a guide for GIS users. ESRI Press, California"},{"key":"193_CR16","doi-asserted-by":"crossref","unstructured":"Conroy M (1975) The concept and measurement of regional industrial diversification. South Econ J pp 492\u2013505","DOI":"10.2307\/1056160"},{"key":"193_CR17","doi-asserted-by":"crossref","first-page":"423","DOI":"10.1177\/0160017603259083","volume":"26","author":"J Dissart","year":"2003","unstructured":"Dissart J (2003) Regional economic diversity and regional economic stability: research results and agenda. Int Reg Sci Rev 26:423\u2013446","journal-title":"Int Reg Sci Rev"},{"issue":"4","key":"193_CR18","doi-asserted-by":"crossref","first-page":"421","DOI":"10.1111\/j.1944-8287.2011.01129.x","volume":"87","author":"J Drucker","year":"2011","unstructured":"Drucker J (2011) Regional industrial structure concentration in the United States: trends and implications. Econ Geogr 87(4):421\u2013452","journal-title":"Econ Geogr"},{"issue":"1-2","key":"193_CR19","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.regsciurbeco.2011.04.006","volume":"42","author":"J Drucker","year":"2012","unstructured":"Drucker J, Feser E (2012) Regional industrial structure and agglomeration economies: an analysis of productivity in three manufacturing industries. Reg Sci Urban Econ 42(1-2):1\u201314","journal-title":"Reg Sci Urban Econ"},{"key":"193_CR20","unstructured":"Duque J, Dev B, Betancourt A, Franco J (2011) ClusterPy: library of spatially constrained clustering algorithms. Version 0.9.9. RiSE-group (Research in Spatial Economics). EAFIT University."},{"issue":"1","key":"193_CR21","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1111\/j.1365-2966.2006.0547.x","volume":"48","author":"G Duranton","year":"2008","unstructured":"Duranton G, Overman H (2008) Exploring the detailed location patterns of UK manufacturing industries using microgeographic data. J Reg Sci 48(1):213\u2013243","journal-title":"J Reg Sci"},{"key":"193_CR22","first-page":"177","volume":"3","author":"J Dykes","year":"1995","unstructured":"Dykes J (1995) Pushing maps past their established limits: a unified approach to cartographic visualization. Innov GIS 3:177\u201387","journal-title":"Innov GIS"},{"issue":"3","key":"193_CR23","doi-asserted-by":"crossref","first-page":"485","DOI":"10.1111\/1467-9884.00149","volume":"47","author":"J Dykes","year":"1998","unstructured":"Dykes J (1998) Cartographic visualization: exploratory spatial data analysis with local indicators of spatial association using TcI\/Tk and cdv. J Roy Stat Soc Ser D (The Statistician) 47(3):485\u2013497","journal-title":"J Roy Stat Soc Ser D (The Statistician)"},{"key":"193_CR24","doi-asserted-by":"crossref","unstructured":"Ellison G, Glaeser EL (1997) Geographic concentration in U.S. manufacturing industries: a Dartboard approach. J Polit Econ 105(5):889\u2013927","DOI":"10.1086\/262098"},{"key":"193_CR25","doi-asserted-by":"crossref","first-page":"1195","DOI":"10.1257\/aer.100.3.1195","volume":"100","author":"G Ellison","year":"2010","unstructured":"Ellison G, Glaeser EL, Kerr W (2010) What causes industry agglomeration? Evidence from co-agglomeration patterns. Am Econ Rev 100:1195\u20131213","journal-title":"Am Econ Rev"},{"key":"193_CR26","volume-title":"Cluster analysis","author":"B Everett","year":"1974","unstructured":"Everett B (1974) Cluster analysis. Heinemann Educational Books Ltd, London"},{"key":"193_CR27","unstructured":"Gahegan M, Takatsuka M, Wheeler M, Hardisty F (2000) Abstract GeoVISTA Studio: a geocomputational workbench. In: The Proceedings of the 5th international conference on GeoComputation"},{"issue":"3","key":"193_CR28","first-page":"115","volume":"5","author":"R Geary","year":"1954","unstructured":"Geary R (1954) The contiguity ratio and statistical mapping. Inc Stat 5(3):115\u2013146","journal-title":"Inc Stat"},{"issue":"3","key":"193_CR29","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1111\/j.1538-4632.1992.tb00261.x","volume":"24","author":"A Getis","year":"1992","unstructured":"Getis A, Ord JK (1992) The analysis of spatial association by use of distance statistics. Geogr Anal 24(3):189\u2013206","journal-title":"Geogr Anal"},{"key":"193_CR30","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1007\/s10109-005-0156-5","volume":"7","author":"V Gomez-Rubio","year":"2003","unstructured":"Gomez-Rubio V, Ferrandiz J, Lopez A (2003) Detecting clusters of diseases with R. J Geogr Syst 7:189\u2013206","journal-title":"J Geogr Syst"},{"issue":"6","key":"193_CR31","doi-asserted-by":"crossref","first-page":"1461","DOI":"10.1109\/TVCG.2006.84","volume":"12","author":"D Guo","year":"2006","unstructured":"Guo D, Chen J, MacEachren AM, Liao K (2006) A visualization system for space-time and multivariate patterns (VIS-STAMP). IEEE Trans Vis Comput Graph 12(6):1461\u20131474","journal-title":"IEEE Trans Vis Comput Graph"},{"issue":"1","key":"193_CR32","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1007\/BF01936872","volume":"24","author":"T H\u00e4gerstrand","year":"1970","unstructured":"H\u00e4gerstrand T (1970) What about people in regional science?. Papers Reg Sci 24(1):6\u201321","journal-title":"Papers Reg Sci"},{"key":"193_CR33","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1007\/PL00011458","volume":"2","author":"R Haining","year":"2000","unstructured":"Haining R, Wise S, Ma J (2000) Designing and implementing software for spatial statistical analysis in a GIS environment. J Geogr Syst 2:257\u2013286","journal-title":"J Geogr Syst"},{"issue":"3","key":"193_CR34","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1080\/02693799108927856","volume":"5","author":"J Harvey","year":"1991","unstructured":"Harvey J (1991) Modelling accessibility using space-time prism concepts within geographical information systems. Int J Geogr Inf Syst 5(3):287\u2013301","journal-title":"Int J Geogr Inf Syst"},{"issue":"3","key":"193_CR35","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1080\/02693799008941547","volume":"4","author":"J Haslett","year":"1990","unstructured":"Haslett J, Wills G, Unwin A (1990) SPIDER\u2013interactive statistical tool for the analysis of spatially distributed data. Int J Geogr Inf Syst 4(3):285\u2013296","journal-title":"Int J Geogr Inf Syst"},{"key":"193_CR36","unstructured":"Isard W, Azis IJ, Drennan MP, Miller RE, Saltzman S, Thorbecke E (1998) Methods of interregional and regional analysis. Ashgate, Aldershot"},{"issue":"2","key":"193_CR37","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1080\/09595238400185101","volume":"18","author":"RW Jackson","year":"1984","unstructured":"Jackson RW (1984) An evaluation of alternative measures of regional industrial diversification. Reg Stud 18(2):103\u2013112","journal-title":"Reg Stud"},{"key":"193_CR38","first-page":"45","volume":"21","author":"MV Janikas","year":"2005","unstructured":"Janikas MV, Rey SJ (2005) Spatial clustering, inequality and income convergence. Reg Dev 21:45\u201364","journal-title":"Reg Dev"},{"issue":"1","key":"193_CR39","first-page":"25","volume":"13","author":"E Knox","year":"1964","unstructured":"Knox E, Bartlett M (1964) The detection of space-time interactions. J Roy Stat Soc Ser C (Appl Stat) 13(1):25\u201330","journal-title":"J Roy Stat Soc Ser C (Appl Stat)"},{"issue":"6","key":"193_CR40","doi-asserted-by":"crossref","first-page":"1481","DOI":"10.1080\/03610929708831995","volume":"26","author":"M Kulldorff","year":"1997","unstructured":"Kulldorff M (1997) A spatial scan statistic. Commun Stat Theory Methods 26(6):1481\u20131496","journal-title":"Commun Stat Theory Methods"},{"key":"193_CR41","unstructured":"Kulldorff M, Rand K, Gherman G, Williams G, DeFrancesco D (1998) SaTScan v 2.1: software for the spatial and space-time scan statistics. National Cancer Institute, Bethesda"},{"issue":"3","key":"193_CR42","doi-asserted-by":"crossref","first-page":"e59","DOI":"10.1371\/journal.pmed.0020059","volume":"2","author":"M Kulldorff","year":"2005","unstructured":"Kulldorff M, Heffernan R, Hartman J, Assun\u00e7\u00e3o R, Mostashari F (2005) A space\u2013time permutation scan statistic for disease outbreak detection. PLoS Med 2(3):e59","journal-title":"PLoS Med"},{"issue":"3","key":"193_CR43","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1111\/j.1538-4632.1998.tb00396.x","volume":"30","author":"M Kwan","year":"1998","unstructured":"Kwan M (1998) Space-time and integral measures of individual accessibility: a comparative analysis using a point-based framework. Geogr Anal 30(3):191\u2013216","journal-title":"Geogr Anal"},{"issue":"2","key":"193_CR44","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1111\/0033-0124.00158","volume":"51","author":"M Kwan","year":"1999","unstructured":"Kwan M (1999) Gender and individual access to urban opportunities: a study using space\u2013time measures. Prof Geogr 51(2):211\u2013227","journal-title":"Prof Geogr"},{"key":"193_CR45","doi-asserted-by":"crossref","unstructured":"LeSage J, Pace R (2004) Arc_mat, a toolbox for using arcview shape files for spatial econometrics and statistics. In: Egenhofer M, Freksa C, Miller H (eds) Geographic information science, lecture notes in computer science, vol 3234. Springer, Berlin pp 179\u2013190. doi: 10.1007\/978-3-540-30231-5_12","DOI":"10.1007\/978-3-540-30231-5_12"},{"key":"193_CR46","unstructured":"Levine N (1999) CrimeStat: a spatial statistics program for the analysis of crime incident locations. In: The IV international conference on GeoComputation, Fredericksburg"},{"issue":"1","key":"193_CR47","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1111\/j.0016-7363.2005.00673.x","volume":"38","author":"N Levine","year":"2006","unstructured":"Levine N (2006) Crime mapping and the Crimestat program. Geogr Anal 38(1):41\u201356","journal-title":"Geogr Anal"},{"key":"193_CR48","unstructured":"Levine N (2010) CrimeStat: a spatial statistics program for the analysis of crime incident locations(V 3.3). National Institute of Justice, Washington"},{"issue":"1","key":"193_CR49","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1007\/s10109-009-0096-6","volume":"12","author":"X Liu","year":"2010","unstructured":"Liu X, LeSage J (2010) Arc_mat: a matlab-based spatial data analysis toolbox. J Geogr Syst 12(1):69\u201387","journal-title":"J Geogr Syst"},{"issue":"3","key":"193_CR50","doi-asserted-by":"crossref","first-page":"663","DOI":"10.1111\/j.1435-5957.2010.00335.x","volume":"90","author":"FA L\u00f3pez","year":"2011","unstructured":"L\u00f3pez FA, Matilla-Garc\u00eda M, Mur J, Mar\u00edn MR (2011) Four tests of independence in spatiotemporal data. J Reg Sci 90(3):663\u2013685","journal-title":"J Reg Sci"},{"issue":"4","key":"193_CR51","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1080\/136588199241229","volume":"13","author":"A MacEachren","year":"1999","unstructured":"MacEachren A, Wachowicz M, Edsall R, Haug D, Masters R (1999) Constructing knowledge from multivariate spatiotemporal data: integrating geographical visualization with knowledge discovery in database methods. Int J Geogr Inf Sci 13(4):311\u2013334","journal-title":"Int J Geogr Inf Sci"},{"issue":"1","key":"193_CR52","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1109\/TVCG.2012.64","volume":"19","author":"R Maciejewski","year":"2013","unstructured":"Maciejewski R, Pattah A, Ko S, Hafen R, Cleveland WS, Ebert DS (2013) Automated box-cox transformations for improved visual encoding. IEEE Trans Vis Comput Graph 19(1):130\u2013140","journal-title":"IEEE Trans Vis Comput Graph"},{"issue":"3","key":"193_CR53","doi-asserted-by":"crossref","first-page":"474","DOI":"10.1111\/j.1468-2257.2007.00380.x","volume":"38","author":"E Mack","year":"2007","unstructured":"Mack E, Grubesic TH, Kessler E (2007a) Indices of industrial diversity and regional economic composition. Growth Change 38(3):474\u2013509","journal-title":"Growth Change"},{"key":"193_CR54","doi-asserted-by":"crossref","first-page":"474","DOI":"10.1111\/j.1468-2257.2007.00380.x","volume":"38","author":"E Mack","year":"2007","unstructured":"Mack E, Grubesic TH, Kessler E (2007b) Indices of industrial diversity and regional economic composition. Growth Change 38:474\u2013509","journal-title":"Growth Change"},{"issue":"2 Part 1","key":"193_CR55","first-page":"209","volume":"27","author":"N Mantel","year":"1967","unstructured":"Mantel N (1967) The detection of disease clustering and a generalized regression approach. Cancer Res 27(2 Part 1):209\u2013220","journal-title":"Cancer Res"},{"issue":"5","key":"193_CR56","doi-asserted-by":"crossref","first-page":"745","DOI":"10.1093\/jeg\/lbp056","volume":"10","author":"E Marcon","year":"2010","unstructured":"Marcon E, Puech F (2010) Measures of the geographic concentration of industries: improving distance-based methods. J Econ Geogr 10(5):745\u2013762","journal-title":"J Econ Geogr"},{"key":"193_CR57","volume-title":"Portfolio selection: efficient diversification of investments","author":"H Markowitz","year":"1959","unstructured":"Markowitz H (1959) Portfolio selection: efficient diversification of investments. Wiley, New York"},{"issue":"1","key":"193_CR58","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1111\/j.1365-2389.1992.tb00127.x","volume":"43","author":"A McBratney","year":"2006","unstructured":"McBratney A, Gruijter J (2006) A continuum approach to soil classification by modified fuzzy k-means with extragrades. J Soil Sci 43(1):159\u2013175","journal-title":"J Soil Sci"},{"issue":"10","key":"193_CR59","doi-asserted-by":"crossref","first-page":"999","DOI":"10.1080\/13658810500197652","volume":"19","author":"J McIntosh","year":"2005","unstructured":"McIntosh J, Yuan M (2005) A framework to enhance semantic flexibility for analysis of distributed phenomena. Int J Geogr Inf Sci 19(10):999\u20131018","journal-title":"Int J Geogr Inf Sci"},{"issue":"2","key":"193_CR60","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1111\/j.2517-6161.1948.tb00012.x","volume":"10","author":"P Moran","year":"1948","unstructured":"Moran P (1948) The interpretation of statistical maps. J Roy Stat Soc Ser B (Methodol) 10(2):243\u2013251","journal-title":"J Roy Stat Soc Ser B (Methodol)"},{"key":"193_CR61","unstructured":"Openshaw S (1994) Two exploratory space-time-attribute pattern analysers relevant to GIS. Spatial Anal GIS pp 83\u2013104"},{"issue":"3","key":"193_CR62","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1111\/j.1467-8306.1994.tb01869.x","volume":"84","author":"D Peuquet","year":"1994","unstructured":"Peuquet D (1994) It\u2019s about time: A conceptual framework for the representation of temporal dynamics in geographic information systems. Ann Assoc Am Geogr 84(3):441\u2013461","journal-title":"Ann Assoc Am Geogr"},{"issue":"1","key":"193_CR63","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1023\/A:1011455820644","volume":"5","author":"D Peuquet","year":"2001","unstructured":"Peuquet D (2001) Making space for time: issues in space-time data representation. GeoInformatica 5(1):11\u201332","journal-title":"GeoInformatica"},{"issue":"1","key":"193_CR64","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1080\/02693799508902022","volume":"9","author":"D Peuquet","year":"1995","unstructured":"Peuquet D, Duan N (1995) An event-based spatiotemporal data model (ESTDM) for temporal analysis of geographical data. Int J Geogr Inf Syst 9(1):7\u201324","journal-title":"Int J Geogr Inf Syst"},{"key":"193_CR65","unstructured":"Rey S (1998) Technician needs assessment survey. Technical representative, San Diego Regional Economic Development Corporation"},{"key":"193_CR66","unstructured":"Rey S (2000) Identifying regional industrial clusters in the california economy: volume I conceptual design. Technical representative California Employment Development Department, Sacramento"},{"issue":"1","key":"193_CR67","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1111\/j.0016-7363.2005.00675.x","volume":"38","author":"SJ Rey","year":"2006","unstructured":"Rey SJ, Janikas MV (2006) STARS: space\u2013time analysis of regional systems. Geogr Anal 38(1):67\u201386","journal-title":"Geogr Anal"},{"issue":"3","key":"193_CR68","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1007\/s10109-007-0044-2","volume":"9","author":"C Robertson","year":"2007","unstructured":"Robertson C, Nelson T, Boots B, Wulder M (2007) STAMP: spatial\u2013temporal analysis of moving polygons. J Geogr Syst 9(3):207\u2013227","journal-title":"J Geogr Syst"},{"issue":"4","key":"193_CR69","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1559\/15230406384373","volume":"38","author":"AC Robinson","year":"2011","unstructured":"Robinson AC (2011) Highlighting in geovisualization. Cartogr Geogr Inf Scis 38(4):373\u2013383","journal-title":"Cartogr Geogr Inf Scis"},{"key":"193_CR70","doi-asserted-by":"crossref","unstructured":"Rundensteiner EA, Ward MO, Xie Z, Cui Q, Wad CV, Yang D, Huang S (2007) Xmdvtool Q : : quality-aware interactive data exploration. In: SIGMOD conference, pp 1109\u20131112","DOI":"10.1145\/1247480.1247623"},{"issue":"2","key":"193_CR71","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1007\/PL00011471","volume":"3","author":"Y Sadahiro","year":"2001","unstructured":"Sadahiro Y, Umemura M (2001) A computational approach for the analysis of changes in polygon distributions. J Geogr Syst 3(2):137\u2013154","journal-title":"J Geogr Syst"},{"key":"193_CR72","volume-title":"Portfolio theory and capital markets","author":"WF Sharpe","year":"1970","unstructured":"Sharpe WF (1970) Portfolio theory and capital markets. McGraw-Hill, New York"},{"issue":"3","key":"193_CR73","first-page":"445","volume":"6","author":"PB Siegel","year":"1993","unstructured":"Siegel PB, Johnson TG, Alwang J (1993) Diversification of production agriculture across individual states: comment. J Prod Agric 6(3):445\u2013446","journal-title":"J Prod Agric"},{"issue":"3","key":"193_CR74","doi-asserted-by":"crossref","first-page":"457","DOI":"10.1111\/j.1467-9787.1995.tb01414.x","volume":"35","author":"PB Siegel","year":"1995","unstructured":"Siegel PB, Alwang J, Johnson TG (1995a) A structural decomposition of regional economic instability: a conceptual framework*. J Reg Sci 35(3):457\u2013470","journal-title":"J Reg Sci"},{"issue":"2","key":"193_CR75","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1111\/j.1468-2257.1995.tb00171.x","volume":"26","author":"PB Siegel","year":"1995","unstructured":"Siegel PB, Johnson TG, Alwang J (1995b) Regional economic diversity and diversification. Growth Change 26(2):261\u2013284","journal-title":"Growth Change"},{"key":"193_CR76","unstructured":"Swayne DF, Cook D, Buja A (1991) Xgobi: interactive dynamic graphics. In: The X window system with a link To S"},{"key":"193_CR77","first-page":"299","volume":"27","author":"J Symanzik","year":"1996","unstructured":"Symanzik J, Majure J, Cook D (1996) Dynamic graphics in a GIS: a bidirectional link between ArcView 2.0 and XGobi. Comput Sci Stat 27:299\u2013303","journal-title":"Comput Sci Stat"},{"key":"193_CR78","first-page":"561","volume":"29","author":"J Symanzik","year":"1997","unstructured":"Symanzik J, K\u00f6tter T, Schmelzer S, Klinke S, Cook D, Swayne DF (1997) Spatial data analysis in the dynamically linked ArcView\/XGobi\/XploRe environment. Comput Sci Stat 29:561\u2013569","journal-title":"Comput Sci Stat"},{"issue":"3","key":"193_CR79","doi-asserted-by":"crossref","first-page":"470","DOI":"10.1080\/10618600.2000.10474894","volume":"9","author":"J Symanzik","year":"2000","unstructured":"Symanzik J, Cook D, Lewin-Koh N, Majure JJ, Megretskaia I (2000) Linking ArcViewTM and XGobi: insight behind the front end. J Comput Graph Stat 9(3):470\u2013490","journal-title":"J Comput Graph Stat"},{"key":"193_CR80","first-page":"129","volume":"5","author":"M Takasuka","year":"2001","unstructured":"Takasuka M, Gahegan M (2001) Sharing exploratory geospatial analysis and decision making using GeoVISTA studio: from a desktop to the web. J Geogr Inf Decis Anal 5:129\u2013139","journal-title":"J Geogr Inf Decis Anal"},{"key":"193_CR81","doi-asserted-by":"crossref","first-page":"1131","DOI":"10.1016\/S0098-3004(02)00031-6","volume":"28","author":"M Takatsuka","year":"2002","unstructured":"Takatsuka M, Gahegan M (2002) GeoVISTA studio: a codeless visual programming environment for geoscientific data analysis and visualization. Comput Geosci 28:1131\u20131144","journal-title":"Comput Geosci"},{"key":"193_CR82","volume-title":"Introduction to data mining","author":"PN Tan","year":"2006","unstructured":"Tan PN, Steinbach M, Kumar V (2006) Introduction to data mining. Addison-Wesley, Reading"},{"key":"193_CR83","unstructured":"Unwin A, Wills G, Haslett J (1990) REGARD\u2014graphical analysis of regional data. In: Proceedings of the section on statistical graphics, American Statistical Association, Alexandria, pp 36\u201341"},{"key":"193_CR84","unstructured":"US Census Bureau (2012) ACS demographic and housing estimates 2007\u20132011. American Community Survey 5-year Estimates. http:\/\/factfinder2.census.gov\/faces\/tableservices\/jsf\/pages\/productview.xhtml?pid=ACS_11_5YR_DP05&prodType=table"},{"key":"193_CR85","unstructured":"US Department of Commerce (2012) County Business Patterns (CBP). http:\/\/www.census.gov\/econ\/cbp\/"},{"key":"193_CR86","first-page":"1","volume":"30","author":"J Wagner","year":"2000","unstructured":"Wagner J (2000) Regional economic diversity: action, concept, or state of confusion. J Reg Anal Policy 30:1\u201322","journal-title":"J Reg Anal Policy"},{"issue":"4","key":"193_CR87","doi-asserted-by":"crossref","first-page":"541","DOI":"10.2307\/3146884","volume":"74","author":"JE Wagner","year":"1998","unstructured":"Wagner JE, Deller S (1998) Measuring the effects of economic diversity on growth and stability. Land Econ 74(4):541\u2013556","journal-title":"Land Econ"},{"key":"193_CR88","doi-asserted-by":"crossref","unstructured":"Ward MO (1994) XmdvTool: integrating multiple methods for visualizing multivariate data. In: Proceedings of the conference on visualization \u201994, IEEE Computer Society Press, Los Alamitos, pp 326\u2013333","DOI":"10.1109\/VISUAL.1994.346302"},{"key":"193_CR89","doi-asserted-by":"crossref","unstructured":"Weaver C (2004) Building highly-coordinated visualizations in improvise. In: Proceedings of the IEEE symposium on information visualization, IEEE Computer Society, Washington, pp 159\u2013166","DOI":"10.1109\/INFVIS.2004.12"},{"key":"193_CR90","unstructured":"Weaver CE (2006) Improvise: a user interface for interactive construction of highly-coordinated visualizations. PhD thesis, University of Wisconsin at Madison, Madison"},{"key":"193_CR91","unstructured":"Wills G, Unwin AR, Haslett J (1991) Spatial interactive graphics applied to Irish socioeconomic data. In: Proceedings of the ASA statistical graphics section, American Statistical Association, Atlanta, pp 37\u201341"},{"key":"193_CR92","doi-asserted-by":"crossref","unstructured":"Wise S, Haining R, Ma J (1997) Regionalization tools for exploratory spatial analysis of health data. Recent developments in spatial analysis: spatial statistics, behavioural modelling, and computational intelligence pp 83\u2013100","DOI":"10.1007\/978-3-662-03499-6_5"},{"issue":"3","key":"193_CR93","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1080\/13658810151072877","volume":"15","author":"S Wise","year":"2001","unstructured":"Wise S, Haining R, Ma J (2001) Providing spatial statistical data analysis functionality for the GIS user: the SAGE project. Int J Geogr Inf Sci 15(3):239\u2013254","journal-title":"Int J Geogr Inf Sci"},{"issue":"1","key":"193_CR94","first-page":"81","volume":"23","author":"B Wundt","year":"1993","unstructured":"Wundt B, Martin L (1993) Minimizing employment instability: a model of industrial expansion with input-output considerations. Reg Sci Perspect 23(1):81\u201393","journal-title":"Reg Sci Perspect"},{"issue":"3","key":"193_CR95","doi-asserted-by":"crossref","first-page":"1049","DOI":"10.1016\/j.apgeog.2011.02.003","volume":"31","author":"X Ye","year":"2011","unstructured":"Ye X, Carroll MC (2011) Exploratory space-time analysis of local economic development. Appl Geogr 31(3):1049\u20131058","journal-title":"Appl Geogr"},{"key":"193_CR96","unstructured":"Ye X, Rey S (2011) A framework for exploratory space-time analysis of economic data. Ann Reg Sci pp 1\u201325"}],"container-title":["Journal of Geographical Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10109-013-0193-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10109-013-0193-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10109-013-0193-4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,18]],"date-time":"2024-05-18T13:12:17Z","timestamp":1716037937000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10109-013-0193-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,10,8]]},"references-count":96,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2014,4]]}},"alternative-id":["193"],"URL":"https:\/\/doi.org\/10.1007\/s10109-013-0193-4","relation":{},"ISSN":["1435-5930","1435-5949"],"issn-type":[{"value":"1435-5930","type":"print"},{"value":"1435-5949","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,10,8]]}}}