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This code for "Fairy circles imply high resilience of self-organized salt marshes" by Li-Xia Zhao, Quan-Xing Liu, Koen Siteur, Xiu-Zhen Li and Johan van de Koppel. The codes were implemented on anaconda platform with pyopencl package and Jupyter.