vegetation-mapping

Compendium for "A Scalable Clustering-Based Method for Vegetation Mapping in Large Areas Using Satellite Image Time Series" — SOM + HCA/DTW clustering pipeline for SITS, applied to secondary-vegetation classification in TerraClass Cerrado 2024.

42 configurations (11 frozen, 31 fine-tuned) of vision foundation models for 11-class Arctic tundra vegetation mapping from drone orthomosaics. Tile context, mean-field smoothing, LoRA and GNN controls.

Sliding window with vote-based fusion to solve scale mismatch in high-resolution UAV vegetation segmentation using YOLOv8

Mapping halophyte plant communities (Salicornietea fruticosae, Juncetea maritimi) in the Göksu Delta, Türkiye, from Landsat time series and machine learning. Code, data tables and figures for the Hacquetia paper.