# A novel spatiotemporal urban land change simulation model: Coupling transformer encoder, convolutional neural network, and cellular automata

> Research article (Journal of Geographical Sciences, 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4404259750](https://www.wikidata.org/wiki/openalex:W4404259750)  
**Source**: https://4ort.xyz/entity/a-novel-spatiotemporal-urban-land-change-simulation-model-coupling-transformer-encoder-convolutional-neural-network-and-