Summary
Documentation
Indicator: Natural area connectivity on land
Indicator name
Tag: None
Indicator abbreviated name
Definition: Average proportion of connected natural area on land within a local neighbourhood of approximately 50 km2 at EU27 level. Both average connectivity within the natural area of the EU27 countries (FAD) and average connectivity within the overall area of the EU27 countries (AVCON) are reported.
Definition describing what the indicator measures
Unit: % of connected natural area on land
Measurement unit of the indicator values
Spatial coverage: EU (current composition, only continental areas and Macaronesia)
Geographic area covered by the indicator
Temporal coverage: 2016-2022
Time coverage of the indicator from first to most recent available year
Update frequency: Every 2 years
Frequency at which indicator is updated
DPSIR: State
DPSIR classification framework: Driver, Pressure, State, Impact, or Response
Method: 1) Land cover classes of the input ESA-CCI Land cover map are reclassified into two categories: natural area and non-natural area. Among the 37 classes of ESA-CCI Land cover map, the following classes are considered as non-natural: Cropland, rainfed (herbaceous, tree or shrub cover), Cropland, irrigated or post-flooding, Mosaic cropland (>50%) / natural vegetation (tree, shrub, herbaceous cover) (<50%), Grassland, Urban areas. 2) The reclassified dataset is then submitted to the Foreground Area Density (FAD) analysis, performed using GWB (GuidosToolbox Workbench): for each pixel classified as natural area, the relative number of connected pixels also classified as natural areas in its local neighbourhood of 23 x 23 pixels, equivalent to approximately 50 km2, is calculated. Specifically, for each pixel, the FAD value is computed as: FAD = Number of pixels classified as natural areas / Total number of pixels in kernel 3) The output map from FAD analysis is then intersected with administrative boundaries (source: FAO GAUL, revision 2015). 4) Zonal statistics are computed by country as well as at EU27 level, and the average FAD and AVCON values for each country and for EU27 are retained. AVCON value is derived from average FAD as: AVCON = average FAD x natural area percentage.
Description of the main methodological steps used to calculate the indicator
Reference: https://nsojournals.onlinelibrary.wiley.com/doi/full/10.1111/ecog.05864 (accessed on 26/06/2025).
Robuchon, M., Liquete, C., Neuville, A., Delli, G., Gkimtsas, G., Goutis, D., Mahmoud, I., Vogt, P., Borg, J. and Hagyo, A., State of play and future steps for the EU Biodiversity Strategy (EU BDS) dashboard, European Commission, Ispra, 2024, JRC137635.
Reference sources describing the indicator and method to calculate it (e.g. peer-reviewed articles, scientific/technical reports, webpages, other)
Producer: Joint Research Centre
Institution which produces the calculation of the indicator values
Provider: Joint Research Centre
Institution supplying the indicator values, even if not the original producer of indicator values
Open source: True
Indicates whether calculation code is openly available
Spatial scope (Member States): True
Whether the indicator is available at Member States level
Spatial scope (EU27): True
Whether the indicator is available at EU27 aggregated level
Spatial scope (global): False
Whether the indicator is available at global level
Accuracy uncertainties: The spatial resolution (300m) of the input dataset used do not allow to take into account small-scale natural areas. Furthermore, the indicator is based on a reclassification of land cover classes into a binary classification (natural and non-natural areas), and therefore (i) it does not capture the actual naturalness gradient of land areas and (ii) it represents overall connectivity of natural land, without distinguishing connectivity within each land cover class of natural land.
Comment on data accuracy, limitations, and uncertainty
Comments: None
Additional remarks
Copyright/Licence of use: None
Copyright or licensing information related to the indicator
Datasets
Tag: ESA-CCI Land Cover
Abbreviated designation of the dataset
Dataset name/description: Land cover classification gridded maps
Full name and/or description of the dataset
Reference: https://dast.copernicus-climate.eu/documents/satellite-land-cover/WP2-FDDP-LC-2021-2022-SENTINEL3-300m-v2.1.1_PUGS_v1.1_final.pdf
Reference sources describing the dataset
Date: 2025-04-19
Release date of the dataset in the format yyyy-mm-dd
Format: Raster
Format of the dataset (e.g. tabular, raster, vector, or other)
Spatial coverage: Global
Geographic area covered by the dataset
Temporal coverage: 1992-2022
Time coverage of the dataset from first to most recent available year
Resolution: 10 arcseconds
Resolution of the dataset
Scale: None
Scale of the dataset
Storage
Webpage link where the dataset can be downloaded
Licence of use: ESA CCI Land Cover licence Terms of use: The products are made available to the public by ESA and the consortium. You may use one or several CCI-LC products land cover map for educational and/or scientific purposes, without any fee on the condition that you credit the ESA Climate Change Initiative and in particular its Land Cover project as the source of the CCI-LC database. Should you write any scientific publication on the results of research activities that use one or several CCI-LC products as input, you shall acknowledge the ESA CCI Land Cover project in the text of the publication and provide the project with an electronic copy of the publication (contact@esa-landcover-cci.org). If you wish to use one or several CCI-LC products in advertising or in any commercial promotion, you shall acknowledge the ESA CCI Land Cover project and you must submit the layout to the project for approval beforehand (contact@esa-landcover-cci.org).
Copyright notice: \© ESA Climate Change Initiative - Land Cover led by UCLouvain (2017)
Licensing information related to the dataset
Access data policy: None
Description of the access data policy of the dataset
Tag: GAUL
Abbreviated designation of the dataset
Dataset name/description: Global Administrative Unit Layers (GAUL), revision 2015
Full name and/or description of the dataset
Reference: None
Reference sources describing the dataset
Date: 2014-12-19
Release date of the dataset in the format yyyy-mm-dd
Format: Vector
Format of the dataset (e.g. tabular, raster, vector, or other)
Spatial coverage: Global
Geographic area covered by the dataset
Temporal coverage: 2015-2015
Time coverage of the dataset from first to most recent available year
Resolution: None
Resolution of the dataset
Scale: None
Scale of the dataset
Storage
Webpage link where the dataset can be downloaded
Licence of use: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 IGO
Licensing information related to the dataset
Access data policy: None
Description of the access data policy of the dataset
Values
| Year | AVCON | FAD |
|---|---|---|
| 2016 | 41.432 | 80.105 |
| 2018 | 41.284 | 79.94 |
| 2020 | 41.201 | 79.82 |
| 2022 | 41.133 | 79.741 |