# Application of modified cellular automata Markov chain model: forecasting land use pattern in Lebanon

> Research article (Modeling Earth Systems and Environment, 2020) · cited 23× · AI/ML

**Wikidata**: [openalex:W3087022217](https://www.wikidata.org/wiki/openalex:W3087022217)  
**Source**: https://4ort.xyz/entity/application-of-modified-cellular-automata-markov-chain-model-forecasting-land-use-pattern-in-lebanon