Land Patch Samples

DOI

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.

Identifier
DOI https://doi.pangaea.de/10.1594/PANGAEA.914271
Related Identifier IsSupplementTo https://doi.org/10.3390/e22111198
Related Identifier References https://doi.org/10.3390/rs8010055
Metadata Access https://ws.pangaea.de/oai/provider?verb=GetRecord&metadataPrefix=datacite4&identifier=oai:pangaea.de:doi:10.1594/PANGAEA.914271
Provenance
Creator Šircelj, Beno (ORCID: 0000-0003-4994-067X); Kenda, Klemen; Koprivec, Filip
Publisher PANGAEA
Publication Year 2024
Rights Creative Commons Attribution 4.0 International; https://creativecommons.org/licenses/by/4.0/
OpenAccess true
Representation
Resource Type Dataset
Format application/octet-stream
Size 1.3 GBytes
Discipline Earth System Research
Spatial Coverage (15.000 LON, 46.000 LAT); Slovenia