{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T07:03:34Z","timestamp":1761807814358},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2013,4,3]],"date-time":"2013-04-03T00:00:00Z","timestamp":1364947200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Supercomput"],"published-print":{"date-parts":[[2013,8]]},"DOI":"10.1007\/s11227-013-0913-z","type":"journal-article","created":{"date-parts":[[2013,4,2]],"date-time":"2013-04-02T09:26:38Z","timestamp":1364894798000},"page":"614-629","source":"Crossref","is-referenced-by-count":34,"title":["Cellular automata simulation of urban dynamics through GPGPU"],"prefix":"10.1007","volume":"65","author":[{"given":"Ivan","family":"Blecic","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arnaldo","family":"Cecchini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Giuseppe A.","family":"Trunfio","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,4,3]]},"reference":[{"issue":"1","key":"913_CR1","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1111\/0004-5608.00190","volume":"90","author":"MP Armstrong","year":"2000","unstructured":"Armstrong MP (2000) Geography and computational science. Ann Assoc Am Geogr 90(1):146\u2013156","journal-title":"Ann Assoc Am Geogr"},{"issue":"7","key":"913_CR2","doi-asserted-by":"crossref","first-page":"876","DOI":"10.1016\/j.cageo.2005.10.026","volume":"32","author":"MV Avolio","year":"2006","unstructured":"Avolio MV, Crisci GM, Gregorio SD, Rongo R, Spataro W, Trunfio GA (2006) SCIARA \u03b32: an improved cellular automata model for lava flows and applications to the 2002 Etnean crisis. Comput Geosci 32(7):876\u2013889","journal-title":"Comput Geosci"},{"issue":"5","key":"913_CR3","doi-asserted-by":"crossref","first-page":"497","DOI":"10.1016\/S0198-9715(98)00022-2","volume":"22","author":"E Besussi","year":"1998","unstructured":"Besussi E, Cecchini A, Rinaldi E (1998) The diffused city of the Italian North-East: identification of urban dynamics using cellular automata urban models. Comput Environ Urban Syst 22(5):497\u2013523","journal-title":"Comput Environ Urban Syst"},{"issue":"6","key":"913_CR4","doi-asserted-by":"crossref","first-page":"537","DOI":"10.1016\/j.futures.2007.11.004","volume":"40","author":"I Blecic","year":"2008","unstructured":"Blecic I, Cecchini A (2008) Design beyond complexity: possible futures? Prediction or design? (and techniques and tools to make it possible). Futures 40(6):537\u2013551. doi: 10.1016\/j.futures.2007.11.004","journal-title":"Futures"},{"key":"913_CR5","series-title":"LNCS","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1007\/978-3-540-69839-5_28","volume-title":"Computational science and its applications ICCSA 2008","author":"I Blecic","year":"2008","unstructured":"Blecic I, Cecchini A, Trunfio GA (2008) A software infrastructure for multi-agent geosimulation applications. In: Computational science and its applications ICCSA 2008. LNCS, vol 5072. Springer, Berlin, pp 375\u2013388"},{"key":"913_CR6","series-title":"LNCS","doi-asserted-by":"crossref","first-page":"313","DOI":"10.1007\/978-3-642-02454-2_22","volume-title":"Computational science and its applications\u2014ICCSA 2009","author":"I Blecic","year":"2009","unstructured":"Blecic I, Borruso A, Cecchini A, D\u2019Argenio A, Montagnino F, Trunfio GA (2009) A cellular automata-ready GIS infrastructure for geosimulation and territorial analysis. In: Computational science and its applications\u2014ICCSA 2009. LNCS, vol 5592, pp 313\u2013327"},{"key":"913_CR7","first-page":"200","volume":"6","author":"I Blecic","year":"2009","unstructured":"Blecic I, Cecchini A, Trunfio GA (2009) A general-purpose geosimulation infrastructure for spatial decision support. Trans Comput Sci 6:200\u2013218","journal-title":"Trans Comput Sci"},{"key":"913_CR8","series-title":"Studies in computational intelligence","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1007\/978-3-540-89930-3_14","volume-title":"Geocomputation and urban planning","author":"I Blecic","year":"2009","unstructured":"Blecic I, Cecchini A, Trunfio GA (2009) A multi-agent geosimulation infrastructure for planning. In: Murgante B, Borruso G, Lapucci A (eds) Geocomputation and urban planning. Studies in computational intelligence, vol 176. Springer, Berlin, pp 237\u2013253"},{"key":"913_CR9","series-title":"LNCS","first-page":"166","volume-title":"ICCSA 2010, part I","author":"I Blecic","year":"2010","unstructured":"Blecic I, Cecchini A, Trunfio GA (2010) A comparison of evolutionary algorithms for automatic calibration of constrained cellular automata. In: ICCSA 2010, part I. LNCS, vol 6016. Springer, Berlin, pp 166\u2013181"},{"key":"913_CR10","unstructured":"Blecic I, Cecchini A, Prastacos P, Trunfio GA, Verigos E Modelling urban dynamics with cellular automata: a model of the city of Heraklion. In: 7th AGILE conference on geographic information science"},{"key":"913_CR11","doi-asserted-by":"crossref","first-page":"721","DOI":"10.1068\/b230721","volume":"23","author":"A Cecchini","year":"1996","unstructured":"Cecchini A (1996) Urban modelling by means of cellular automata: generalised urban automata with the help on-line (AUGH) model. Environ Plan B 23:721\u2013732","journal-title":"Environ Plan B"},{"issue":"supp02","key":"913_CR12","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1142\/S0219525907001379","volume":"10","author":"A Cecchini","year":"2007","unstructured":"Cecchini A, Trunfio GA (2007) Supporting urban planning with CAGE: a software environment to simulate complex systems. Adv Complex Syst 10(supp02):309\u2013325","journal-title":"Adv Complex Syst"},{"issue":"2","key":"913_CR13","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1068\/b2975","volume":"31","author":"J Cheng","year":"2004","unstructured":"Cheng J, Masser I (2004) Understanding spatial and temporal processes of urban growth: cellular automata modelling. Environ Plan B, Plan Des 31(2):167\u2013194","journal-title":"Environ Plan B, Plan Des"},{"issue":"10","key":"913_CR14","doi-asserted-by":"crossref","first-page":"1281","DOI":"10.1016\/j.parco.2003.03.001","volume":"29","author":"KC Clarke","year":"2003","unstructured":"Clarke KC (2003) Geocomputation\u2019s future at the extremes: high performance computing and nanoclients. Parallel Comput 29(10):1281\u20131295","journal-title":"Parallel Comput"},{"issue":"2","key":"913_CR15","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1068\/b240247","volume":"24","author":"KC Clarke","year":"1997","unstructured":"Clarke KC, Hoppen S, Gaydos L (1997) A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay area. Environ Plan B, Plan Des 24(2):247\u2013261","journal-title":"Environ Plan B, Plan Des"},{"issue":"1","key":"913_CR16","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1177\/001316446002000104","volume":"20","author":"J Cohen","year":"1960","unstructured":"Cohen J (1960) A coefficient of agreement for nominal scales. Educ Psychol Meas 20(1):37\u201346","journal-title":"Educ Psychol Meas"},{"key":"913_CR17","unstructured":"CUDA C best practices guide (2012)"},{"key":"913_CR18","unstructured":"CUDA C programming guide (2010). v\u00a03.2"},{"issue":"5","key":"913_CR19","doi-asserted-by":"crossref","first-page":"481","DOI":"10.1016\/S0198-9715(02)00042-X","volume":"27","author":"CM Almeida de","year":"2003","unstructured":"de Almeida CM, Batty M, Monteiro AMV, C\u00e2mara G, Soares-Filho BS, Cerqueira GC, Pennachin CL (2003) Stochastic cellular automata modeling of urban land use dynamics: empirical development and estimation. Comput Environ Urban Syst 27(5):481\u2013509","journal-title":"Comput Environ Urban Syst"},{"key":"913_CR20","doi-asserted-by":"crossref","unstructured":"Engelen G, White R, de Nijs T (2005) Environment explorer: spatial support system for the integrated assessment of socio-economic and environmental policies in the Netherlands. Integr Assess 4(2)","DOI":"10.1076\/iaij.4.2.97.16707"},{"key":"913_CR21","volume-title":"Proceedings of the 7-th international conference on GeoComputation","author":"NC Goldstein","year":"2003","unstructured":"Goldstein NC (2003) Brains vs. Brawn-comparative strategies for the calibration of a cellular automata-based urban growth model. In: Proceedings of the 7-th international conference on GeoComputation, 8\u201310 September"},{"key":"913_CR22","volume-title":"Using MPI: portable parallel programming with the message passing interface","author":"W Gropp","year":"1999","unstructured":"Gropp W, Lusk E, Skjellum A (1999) Using MPI: portable parallel programming with the message passing interface, 2nd edn. MIT Press, Cambridge","edition":"2"},{"issue":"5","key":"913_CR23","doi-asserted-by":"crossref","first-page":"695","DOI":"10.1080\/13658810902984228","volume":"24","author":"Q Guan","year":"2010","unstructured":"Guan Q, Clarke KC (2010) A general-purpose parallel raster processing programming library test application using a geographic cellular automata model. Int J Geogr Inf Sci 24(5):695\u2013722","journal-title":"Int J Geogr Inf Sci"},{"issue":"1","key":"913_CR24","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1016\/j.landurbplan.2007.12.010","volume":"86","author":"C He","year":"2008","unstructured":"He C, Okada N, Zhang Q, Shi P, Li J (2008) Modelling dynamic urban expansion processes incorporating a potential model with cellular automata. Landsc Urban Plan 86(1):79\u201391","journal-title":"Landsc Urban Plan"},{"key":"913_CR25","unstructured":"Hoberock J, Bell N (2010) Thrust: A parallel template library. http:\/\/code.google.com\/p\/thrust\/ . Version 1.3.0"},{"key":"913_CR26","first-page":"573","volume-title":"GPU gtems\u00a02","author":"D Horn","year":"2005","unstructured":"Horn D (2005) Stream reduction operations for GPGPU applications. In: GPU gtems\u00a02, pp 573\u2013589. Addison Wesley, Reading"},{"key":"913_CR27","series-title":"LNCS","first-page":"60","volume-title":"ICCSA 2011","author":"C Lavalle","year":"2011","unstructured":"Lavalle C, Baranzelli C, e\u00a0Silva FB, Mubareka S, Gomes CR, Koomen E, Hilferink M (2011) A high resolution land use\/cover modelling framework for Europe: introducing the EU-ClueScanner100 model. In: ICCSA 2011. LNCS. Springer, Berlin, pp 60\u201375"},{"key":"913_CR28","unstructured":"NCGIA (2003) Project gigalopolis. Website, http:\/\/www.ncgia.ucsb.edu\/projects\/gig\/"},{"key":"913_CR29","first-page":"271","volume":"4","author":"M Oliverio","year":"2011","unstructured":"Oliverio M, Spataro W, D\u2019Ambrosio D, Rongo R, Spingola G, Trunfio GA (2011) OpenMP parallelization of the SCIARA cellular automata lava flow model: performance analysis on shared-memory computers. Procedia CS 4:271\u2013280","journal-title":"Procedia CS"},{"issue":"2","key":"913_CR30","first-page":"247","volume":"87","author":"R Rongo","year":"2008","unstructured":"Rongo R, Spataro W, D\u2019Ambrosio D, Avolio MV, Trunfio GA, Gregorio SD (2008) Lava flow hazard evaluation through cellular automata and genetic algorithms: an application to Mt. Etna volcano. Fundam Inform 87(2):247\u2013267","journal-title":"Fundam Inform"},{"key":"913_CR31","doi-asserted-by":"crossref","unstructured":"Rustico E, Bilotta G, H\u00e9rault A, Negro CD, Gallo G (2011) Scalable multi-GPU implementation of the MAGFLOW simulator. Ann Geophys 54(5)","DOI":"10.4401\/ag-5342"},{"issue":"2","key":"913_CR32","doi-asserted-by":"crossref","first-page":"108","DOI":"10.1016\/j.landurbplan.2010.03.001","volume":"96","author":"I Sant\u00e9","year":"2010","unstructured":"Sant\u00e9 I, Garc\u00eda AM, Miranda D, Crecente R (2010) Cellular automata models for the simulation of real-world urban processes: a review and analysis. Landsc Urban Plan 96(2):108\u2013122","journal-title":"Landsc Urban Plan"},{"key":"913_CR33","series-title":"LNCS","first-page":"725","volume-title":"ACRI 2004, proceedings","author":"W Spataro","year":"2004","unstructured":"Spataro W, D\u2019Ambrosio D, Rongo R, Trunfio GA (2004) An evolutionary approach for modelling lava flows through cellular automata. In: ACRI 2004, proceedings. LNCS, vol 3305. Springer, Berlin, pp 725\u2013734"},{"issue":"8","key":"913_CR34","doi-asserted-by":"crossref","first-page":"1367","DOI":"10.1016\/j.ecolmodel.2011.01.017","volume":"222","author":"J Vliet van","year":"2011","unstructured":"van Vliet J, Bregt AK, Hagen-Zanker A (2011) Revisiting kappa to account for change in the accuracy assessment of land-use change models. Ecol Model 222(8):1367\u20131375","journal-title":"Ecol Model"},{"issue":"3","key":"913_CR35","doi-asserted-by":"crossref","first-page":"346","DOI":"10.1016\/j.envsoft.2004.11.013","volume":"21","author":"H Visser","year":"2006","unstructured":"Visser H, de Nijs TCM (2006) The map comparison kit. Environ Model Softw 21(3):346\u2013358","journal-title":"Environ Model Softw"},{"key":"913_CR36","doi-asserted-by":"crossref","first-page":"1175","DOI":"10.1068\/a251175","volume":"25","author":"R White","year":"1993","unstructured":"White R, Engelen G (1993) Cellular automata and fractal urban form: a cellular modeling approach to the evolution of urban land-use patterns. Environ Plan A 25:1175\u20131199","journal-title":"Environ Plan A"},{"key":"913_CR37","doi-asserted-by":"crossref","first-page":"383","DOI":"10.1016\/S0198-9715(00)00012-0","volume":"24","author":"R White","year":"2000","unstructured":"White R, Engelen G (2000) High-resolution integrated modelling of the spatial dynamics of urban and regional systems. Comput Environ Urban Syst 24:383\u2013400","journal-title":"Comput Environ Urban Syst"},{"issue":"3","key":"913_CR38","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1068\/b240323","volume":"24","author":"R White","year":"1997","unstructured":"White R, Engelen G, Uljee I (1997) The use of constrained cellular automata for high-resolution modelling of urban land-use dynamics. Environ Plan B, Plan Des 24(3):323\u2013343","journal-title":"Environ Plan B, Plan Des"},{"issue":"1","key":"913_CR39","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1080\/136588198242012","volume":"12","author":"F Wu","year":"1998","unstructured":"Wu F (1998) SimLand: a prototype to simulate land conversion through the integrated GIS and ca with ahp-derived transition rules. Int J Geogr Inf Sci 12(1):63\u201382","journal-title":"Int J Geogr Inf Sci"}],"container-title":["The Journal of Supercomputing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-013-0913-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11227-013-0913-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-013-0913-z","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,2,12]],"date-time":"2022-02-12T20:40:51Z","timestamp":1644698451000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11227-013-0913-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,4,3]]},"references-count":39,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2013,8]]}},"alternative-id":["913"],"URL":"https:\/\/doi.org\/10.1007\/s11227-013-0913-z","relation":{},"ISSN":["0920-8542","1573-0484"],"issn-type":[{"value":"0920-8542","type":"print"},{"value":"1573-0484","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,4,3]]}}}