Large-Scale Classification of Plantation and Natural Forests Based on Discriminant-Driven Sample Enhancement and Multi-Source Feature Integration

Dataset Overview This dataset contains geospatial sample points for plantation and natural forest classification based on the study of vegetation dynamics using remote sensing data. The dataset includes longitude, latitude coordinates for each sample point and their corresponding class labels. Columns Description longitude: The longitude of the sample point (in decimal degrees). latitude: The latitude of the sample point (in decimal degrees). label: A categorical label indicating the class of the sample point (e.g., 1 for plantation forest, 0 for natural forest). Data Usage This dataset was used for large-scale forest classification in the study titled "Large-Scale Classification of Plantation and Natural Forests Based on Discriminant-Driven Sample Enhancement and Multi-Source Feature Integration." It is available for use in ecological research, remote sensing applications, and spatial data analysis. Licensing The dataset is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.