Multiscale_Waste_PlasticObs_plus

Abstract: The dataset developed within the PlasticObs+ project aims to facilitate a multiscale approach for detecting and quantifying environmental waste. Traditional detection methods often suffer from narrow, use-case specific limitations, reducing their transferability. To address this, a dataset was created featuring various spatial and spectral resolutions. The highest spatial resolution images (Ground Sampling Distance 2mm) were used to generate a labeled dataset, which is georeferenced for mapping onto coarser resolution images. Drone based data: Name Resolution Dates Time (UTC) Georeferenced Type Label Dataset RGB High Resolution (total 660 pictures) 0.2cm 0.2cm 0.2cm 0.2cm 25.06.2024 26.06.2024 27.06.2024 28.06.2024 Yes Yes Yes No PNG Label Dataset Multispectral (B,G,R,RE,NIR) 2.8cm 4.7cm 0.89cm 2.8cm 4.7cm1 0.89cm 2.8cm 4.7cm 25.06.2024 25.06.2024 26.06.2024 26.06.2024 26.06.2024 27.06.2024 27.06.2024 27.06.2024 11:45 – 13:29 12:45 – 13:05 10:16 – 11:34 11:36 – 11:47 11:36 – 11:47 07:28 – 09:15 08:15 – 08:26 08:35 – 08:43 Yes Yes Yes Yes Yes Yes Yes Yes TIF Orthomosaics 2.74cm 2.79cm 2.80cm 2.82cm 25.06.2024 26.06.2024 27.06.2024 28.06.2024 11:45 – 13:29 11:36 – 11:47 08:15 – 08:26 08:09 – 08:15 Yes Yes Yes No 2 TIF 1 Resampled using bilinear interpolation. 2 Georeferenced to UTM 32N but not mapped to the label dataset. Airplane based data: Name Resolution Dates Georeferenced Type 20240625_001_HRVIS_162 - 15.2cm 25.06.2024 No Yes PNG TIF 20240626_002_HRVIS_119 - 26.06.2024 No PNG 20240628_003_HRVIS_45 - 28.06.2024 No PNG Additional remote sensing data: DOP20 Data Tile: 325345888 Date: 26.06.2024 Source: https://ni-lgln-opengeodata.hub.arcgis.com/apps/lgln-opengeodata::digitales-orthophoto-dop20/explore Sentinel 2 - Satellite Data xmin 535846, xmax 535856, ymin 5889194, ymax 5889204 Dates: 20.06.2024, 25.06.2024, 27.06.2024 Source: https://browser.dataspace.copernicus.eu