Phoradendron Velutinum UAV Multispectral and RGB Dataset with Segmentation Masks
收藏Figshare2025-03-24 更新2026-04-08 收录
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https://figshare.com/articles/dataset/Phoradendron_Velutinum_UAV_Multispectral_and_RGB_Dataset_with_Segmentation_Masks/28654691/1
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资源简介:
This dataset contains co-registered multispectral and RGB aerial images of <i>Phoradendron velutinum</i> (true mistletoe), acquired using a DJI Phantom 4 Multispectral UAV over the San Bartolo Ameyalco Conservation Area in Mexico City. Each image sample includes a five-band multispectral image (.TIF), an RGB image (.JPG), and an expert-annotated binary segmentation mask (.PNG) indicating mistletoe presence. 250 curated image tiles (300 x 300 px) are distributed across five folders. The dataset was first described and used in the scientific article: Mejía-Zuluaga et al. (2022), <i>Remote Sensing</i>, 14(3), 801 (https://doi.org/10.3390/rs14030801). It supports research in remote sensing, vegetation monitoring, and developing machine learning models for plant-parasite detection. Image preprocessing includes radiometric and geometric corrections, and band co-registration using SURF feature matching. Segmentation masks were created from GPS-referenced field samples and manual photointerpretation. This is the first public release of the dataset.
提供机构:
Valdiviezo Navarro, Juan; Dozal, León; Mejia Zuluaga, Paola Andrea
创建时间:
2025-03-24



