Titel
Pan-European forest maps produced with a combination of earth observation data and national forest inventory plots
Verfasser
Jukka Miettinen
Johannes Breidenbach
Patricia Adame
Radim Adolt
Iciar Alberdi
Oleg Antropov
Ólafur Arnarsson
Rasmus Astrup
Ambros Berger
Thomas Gschwantner
Erscheinungsort
Amsterdam
Verlag
Elsevier
Erscheinungsjahr
2025
Seiten
15 S.
Material
Sonderdruck
Digitales Dokument
Standardsignatur
13428S
Datensatznummer
40005708
Quelle
Data in Brief; 60; 111613
Abstract
The dataset includes Pan-European maps of timber vol- ume (Vol), above-ground biomass (AGB), and deciduous- coniferous proportion (DCP) with a pixel size of 10 ×10 m for the reference year 2020. In addition, a measure of prediction uncertainty is provided for each pixel. The maps have been created using a combination of a Sentinel-2 mosaic, Coperni- cus layers, and National Forest Inventory (NFI) data. The mapping was done with the k-Nearest Neighbour (kNN, k = 7) approach with harmonized data of species-specific Vol and AGB from 14 NFIs consisting of approximately 151 0 0 0 field plots across Europe. The maps cover 40 European coun- tries, forming a continuous coverage of the western part of the European continent.Keywords: European forest monitoring system Remote sensing In-situ data Forest attribute maps