The National Wetlands Inventory (NWI) is the most comprehensive wetland geospatial dataset in the United States. However. it can be time-consuming and costly to maintain. This study introduces automated algorithms and methods to support NWI maintenance. https://www.muttsandscoers.shop/product-category/catnip/