22 videos of dynamic textures with time-varying visual statistics are collected. The data is pre-processed by the following protocol, and ready to use: each video is 5-second long and in the format of GIF, with different spatial resolutions. The data includes many natural phenomena: weathering, rusting, melting, molding, etc. All the sources of data can be found in this repo.This dataset is released in the paper:Chen Liu and Tobias Ritschel. 2024. Neural Differential Appearance Equations. ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) (2024).