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The Random Forest classifier outperforms other machine learning algorithms for land use and land cover mapping in complex savanna landscapes, revealing significant woodland fragmentation, agricultural expansion, and water body decline around Kruger National Park between 2005 and 2025. Novelty: ClaimNovelty.INCREMENTAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

Multi-temporal land use/land cover dynamics (2005–2025) and machine learning algorithm comparison in and around kruger national park

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