ConvLSTM for the simulation of urban development

These files are the results, source data and code for the manuscript entitled "A Maps-to-Maps approach for simulating urban land expansion based on convolutional long short-term memory neural networks" submitted to IJGIS.

The zip file of results2310 are the simulation results, including the results of simulation for 10 consecutive years, the results of model comparison, the results of model transfer and the importance values of spatial varibales. The zip files of data-gisa-gba.zip, data-gisa-yrd.zip, and data-gisa-btt.zip are data files used for the simulation of urban development. The zip file m2mCode.zip contains the source code of the ConvLSTM model and the detailed instructions for running the code.