A model of rainfall based on finite-state cellular automata

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Date
2004
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Massey University
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Abstract
The purpose of this paper is to demonstrate that a finite state cellular automata model is suitable for modeling rainfall in the space-time plane. The time-series properties of the simulated series are matched with historical rainfall data gathered from Whenuapai, NZ. The spatial scale of the model cells in related to land-area by optimizing the cross-correlation between sites at lag 0 relative to rainfall data collected from Auckland, NZ. The model is shown to be adequate for simulation in time, but inadequate in spatial dimension for short distances.
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Rainfall
Citation
Munroe, D.R., Mills, B.I., & Cowpertwait, P.S.P. (2004), A model of rainfall based on finite-state cellular automata, Research Letters in the Information and Mathematical Sciences, 6, 97-108