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ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
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Geospatial, Earth Observation and AI-Based Assessment of Biodiversity and Ecosystem Impacts for ESRS E4

Authors: Ghorbanzadeh, Omid;

Geospatial, Earth Observation and AI-Based Assessment of Biodiversity and Ecosystem Impacts for ESRS E4

Abstract

This dataset provides a structured classification of environmental sustainability impact indicators developed within Task 2.1 of the GEOAI4ESRSE4 project. Each impact indicator is referenced using a three-level hierarchical identifier. The first level represents the impact domain, the second level defines the environmental category, and the third level specifies the individual environmental indicator. For example, the identifier 1.3.3 refers to the third indicator within the soil impact category under localised impacts, representing soil erosion caused by wind or water processes. This hierarchical structure allows environmental indicators to be systematically categorized and interpreted within geospatial analysis and sustainability monitoring frameworks. Example indicator entry: Identifier Level 1 Level 2 Level 3 Indicator 1.3.3 Localised impacts Soil impacts Soil erosion Soil erosion caused by wind or water processes The dataset is organized as a collection of ZIP archives, each corresponding to a specific environmental impact category. Each archive contains the following file types: File type XLS PNG TXT RIS DOCX These files provide the supporting materials associated with the environmental indicators defined in the dataset. 10.5281/zenodo.18863598

Keywords

Sustainable agriculture, Sustainable Development

  • BIP!
    Impact byBIP!
    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).
    0
    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.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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Found an issue? Give us feedback
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
Related to Research communities
Italian National Biodiversity Future Center