This dataset contains morphometric and climatic characteristics, regional boundary information, and index change results analyzed in "Predicting Climate in Arid Regions and Assessing Climate Change Risks: Integrating Machine Learning and Remote Sensing Techniques." The dataset is provided in xlsx, text, and shapefiles format and can be used for further climate change analysis, risk assessment, and modeling using Markov Chain modeling.