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Naqamte City, Ethiopia, experienced a greater than 300% increase in built-up areas between 2005 and 2025 at the expense of forests and bare land, with predictive models forecasting up to a 40% further increase by 2035 under a business-as-usual scenario. Novelty: ClaimNovelty.INCREMENTAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

Integrating CA-Markov Modeling, machine learning classifiers, and spatial metrics for urban sprawl analysis in Naqamte City, Ethiopia

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