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Research Articles

Sensitivity analysis and retrieval of optimum SLEUTH model parameters

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Pages 7431-7444 | Received 29 Apr 2021, Accepted 26 Aug 2021, Published online: 09 Sep 2021

References

  • Abdullahi S, Mahmud ARB, Pradhan B. 2014. Spatial modelling of site suitability assessment for hospitals using geographical information system-based multicriteria approach at Qazvin city, Iran. Geocarto Int. 29(2):164–184.
  • Al-Sharif AA, Pradhan B. 2015. A novel approach for predicting the spatial patterns of urban expansion by combining the chi-squared automatic integration detection decision tree, Markov chain and cellular automata models in GIS. Geocarto Int. 30(8):858–881.
  • Batty M, Xie Y, Sun Z. 1999. Modeling urban dynamics through GIS-based cellular automata. Comput Environ Urban Syst. 23(3):205–233.
  • Candau JT. 2002. Temporal calibration sensitivity of the SLEUTH urban growth model. Santa Barbara: University of California, Santa Barbara.
  • Clarke KC. 2008. Mapping and modelling land use change: an application of the SLEUTH model. In: Landscape analysis and visualisation; p. 353–366.
  • Clarke KC, Hoppen S, Gaydos L. 1997. A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay area. Environ Plann B. 24(2):247–261.
  • Clarke-Lauer MD, Clarke KC. 2011. Evolving simulation modeling: Calibrating SLEUTH using a genetic algorithm. Proceedings of the 11th International Conference on GeoComputation; London, UK; Vol. 2022; p. 20–22.
  • Herold M, Couclelis H, Clarke KC. 2005. The role of spatial metrics in the analysis and modeling of urban land use change. Comput Environ Urban Syst. 29(4):369–399.
  • Ilyassova A, Kantakumar LN, Boyd D. 2021. Urban growth analysis and simulations using cellular automata and geo-informatics: Comparison between Almaty and Astana in Kazakhstan. Geocarto Int p.1-20. 36(5):520–539.
  • Jantz CA, Goetz SJ. 2005. Analysis of scale dependencies in an urban land‐use‐change model. Int J Geogr Inform Sci. 19(2):217–241.
  • Jantz CA, Goetz SJ, Donato D, Claggett P. 2010. Designing and implementing a regional urban modeling system using the SLEUTH cellular urban model. Comput Environ Urban Syst. 34(1):1–16.
  • Jayasinghe P, Kantakumar LN, Raghavan V, Yonezawa G. 2021. Comparative evaluation of open source urban simulation models applied to Colombo City and Environs in Sri Lanka. Int J Geoinform. 17(3):49–60.
  • Kantakumar LN, Kumar S, Schneider K. 2019. SUSM: a scenario-based urban growth simulation model using remote sensing data. Eur J Remote Sens. 52(sup2):26–41.
  • Kantakumar LN, Kumar S, Schneider K. 2020. What drives urban growth in Pune? A logistic regression and relative importance analysis perspective. Sustain Cities Soc. 60:102269.
  • Musa SI, Hashim M, Reba MNM. 2017. A review of geospatial-based urban growth models and modelling initiatives. Geocarto Int. 32(8):813–833.
  • Pontius RG, Jr, Millones M. 2011. Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment. Int J Remote Sens. 32(15):4407–4429.
  • Pontius RG, Jr, Si K. 2014. The total operating characteristic to measure diagnostic ability for multiple thresholds. Int J Geogr Inform Sci. 28(3):570–583.
  • Saxena A, Jat MK. 2020. Analysing performance of SLEUTH model calibration using brute force and genetic algorithm–based methods. Geocarto Int. 35(3):256–279.
  • Stehman SV, Foody GM. 2019. Key issues in rigorous accuracy assessment of land cover products. Remote Sens Environ. 231:111199.

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