Forests are key to mitigating climate change through carbon absorption. Research supports forest management, like reforestation, for carbon sequestration. Yet, the impact of managed forests on soil diversity and carbon storage is debated. Understanding forest patterns globally is vital but complex due to spectral similarities in imagery, highlighting the need for detailed forest management mapping.