A Matlab toolbox for statistical modeling of spatial categorical data (e.g., land use, land cover, image classification results). Please follow the attached tutorial codes for a quick start.
Please cite the following papers for usage of the included codes:
@article{cao2011multinomial,
title={A multinomial logistic mixed model for the prediction of categorical spatial data},
author={Cao, Guofeng and Kyriakidis, Phaedon C and Goodchild, Michael F},
journal={International Journal of Geographical Information Science},
volume={25},
number={12},
pages={2071--2086},
year={2011},
publisher={Taylor \& Francis}
}
@article{Cao2011combining,
title={Combining spatial transition probabilities for stochastic simulation of categorical fields},
author={Cao, Guofeng and Kyriakidis, Phaedon C and Goodchild, Michael F},
journal={International Journal of Geographical Information Science},
volume={25},
number={11},
pages={1773--1791},
year={2011},
publisher={Taylor \& Francis}
}