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ZENODO
Software . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Software . 2025
License: CC BY
Data sources: Datacite
ZENODO
Software . 2025
License: CC BY
Data sources: Datacite
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AlvarAalto 1.0 beta

Authors: CIOLFI, MARCO;

AlvarAalto 1.0 beta

Abstract

AlvarAalto 1.0 β Alvar Aalto is a cloud-based application for the reconnaissance and mapping of Ailanthus altissima. The system combines a GIS-prepared training and control dataset (Aalto) with the Google Earth Engine processing script (Alvar), which retrieves multispectral and thermal satellite imagery, extracts key spectral and topographic features, and performs large-scale classification over an area of interest using established machine-learning methods. The output consists of a classified raster map and vectorized polygons of potential A. altissima presence, supporting the assessment of tree invasion patterns. The Alvar algorithm is based on the assumption that Sentinel-2 imagery, although only barely sufficient in resolution, can still be exploited to detect the presence of such trees.

Keywords

Invasive species, Statistical analysis, Copernicus Sentinel-2, Ailanthus altissima, Species distribution modeling

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average