Šircelj, Beno; Kenda, Klemen; Koprivec, Filip: Land Patch Samples [dataset]. PANGAEA, https://doi.pangaea.de/10.1594/PANGAEA.914271 (dataset in review)
Abstract:
Location: Slovenia
Year: 2017
The EO data were collected for the whole year on a interval of about 5 days. For each point (pixel) which has dimensions 10x10 meters 10 metrices were calculated: 4 raw band measurements (red, green, blue - RGB and near infrared - NIR) and 6 relevant vegetation-related derived indices (normalized differential vegetation index - NDVI, normalized differential water index - NDWI, enhanced vegetation index - EVI, soil-adjusted vegetation index - SAVI, structureintensive pigment index - SIPI and atmospherically resistant vegetation index - ARVI). On this basic metrices, the 18 indices were calculated. The derived indices are based on extensive domain knowledge and are used for assessing vegetation properties and are defined in [Valero et al. 2016]. Aside from 180 total features from before mentioned indices also the height and land inclination are included which were obtained from Digital Elevation Model (DEM) of Slovenia.
Supplement to:
Koprivec, Filip; Kenda, Klemen; Šircelj, Beno (2020): FASTENER Feature Selection for Inference from Earth Observation Data. Entropy, 22(11), 1198, https://doi.org/10.3390/e22111198
Related to:
Valero, Silvia; Morin, David; Inglada, Jordi; Sepulcre, Guadalupe; Arias, Marcela; Hagolle, Olivier; Dedieu, Gérard; Bontemps, Sophie; Defourny, Pierre; Koetz, Benjamin (2016): Production of a Dynamic Cropland Mask by Processing Remote Sensing Image Series at High Temporal and Spatial Resolutions. Remote Sensing, 8(1), 55, https://doi.org/10.3390/rs8010055
Coverage:
Latitude: 46.000000 * Longitude: 15.000000
License:
Creative Commons Attribution 4.0 International (CC-BY-4.0) (License comes into effect after moratorium ends)
Size:
1.3 GBytes