Multispectral UAV imagery and land cover maps of tundra rangeland in north-eastern Iceland, Aug-Sep 2021
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https://research-portal.st-andrews.ac.uk/en/datasets/multispectral-uav-imagery-and-land-cover-maps-of-tundra-rangeland-in-northeastern-iceland-augsep-2021(f1e25320-7c79-4876-9719-4c1131cd8ed4).html
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This data was collected using a DJI P4 Multispectral drone near Þórshöfn in Iceland during the late growing season of 2021. The imagery has been processed using Pix4D software. The images are radiometrically corrected using a Mapir reflectance target during the survey. 6-8 ground control points were collected using a Spectra Precision ProMark 120 GPS system with HMRS/VMRS = ~0.5 m error. 12x orthomosaics were generated and resampled to 5 cm spatial resolution and cut to a 300x300 m area extent per site. This dataset includes 6 orthomosaics per site: red, green, blue, red-edge, near-infrared and ndvi band in geotiff format. 12x land cover maps were classified using Random Forest supervised classification. In the land cover layer, the following numbers correspond to: 1 = barren, 2 = low-stature vegetation, and 3 = medium-stature shrub cover. The training and validation data was collected in the field and derived from high-resolution orthomosaics.
Further information about the survey metadata and the processing details is available in the publication where the data was used.
Kodl et al. 2024 - Arctic tundra shrubification can obscure increasing levels of soil erosion in NDVI assessments of land cover derived from satellite imagery. https://doi.org/10.1016/j.rse.2023.113935
提供机构:
University of St Andrews
创建时间:
2024-01-25



