Swamps (forested wetlands) are common across the Southeastern United States, however they are threatened by climate change and human driven effects to the landscape. Our ability to assess this ecosystem at large scale is limited due to the lack of knowledge about where the ecosystem currently and can exist in the future. We used publicly available data and advances in machine learning to produce the first maps that focus specifically on this ecosystem. These products are now being used to identify locations for swamp restoration and conservation with the goal of generating carbon credits for landowners.