EU Pollinator Hub

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• •
Dataset Report
Unique identifier: BGDBN192.0.0
Title: B-GOOD BIOEUNIS
Long title: Dataset from the B-GOOD project, containing the iogeographical EUNIS Level 2 Terrestrial Habitats (BIOEUNIS): Database of Relevant Resources for Honey Bees.
Status: Quality Validated
Current Version: v. 1.0
Published: 2024-11-18
Reviewed by: Rubinigg Michael as Data scientist
Citation proposal:
B-GOOD Bee Health Data Portal 2024 Report of dataset B-GOOD BIOEUNIS, v. 1.0 [BGDBN192.0.0]. EU Pollinator Hub. [2026-02-24] app.pollinatorhub.eu
Compliance with FAIR* principles
Findable
Accessible
Interoperable
Reusable
See https://www.go-fair.org/fair-principles for more information about FAIR principles
Data Quality
Requires minor revision

This document is intended for use by collaborators of the EU Pollinator Hub and may be passed on with the express permission of the leader of the consortium and for the purpose determined by the leader of the consortium.

Document history

Release

Version v. 1.0 released on 2024-11-18. Reviewed by Rubinigg Michael.

Revision

Table 1. List of revisions made to the document. Identifier of revision (No); date of revision (Date); description of revision (Description); reason for revision (Reason).
No Date Description Reason
1 2024-11-18 00:11:00 Initial release. n/a

Abbreviations

BIOEUNIS
European Nature Information System & Biogeographical regions in Europe
EU
European Union
EUNIS
European Nature Information System
EUPH
EU Pollinator Hub
UCOI
Universidade de Coimbra (University of Coimbra)

Executive summary

Data overview:

The data was published by Alves da Silva A, Alves J, Chytrý M, Sousa JP (UCOI) on the B-GOOD Bee Health Data Portal as part of the B-GOOD project (grant agreement 817622), funded under the EU Horizon 2020 Research and Innovation Programme. It is an updated and refined version of the EUNIS terrestrial Level 2 habitat product, which is divided into biogeographical regions. It is based on Deliverable D3.1. (Database of Relevant Resources for Honey Bees).

Data value:

The objectives of the B-GOOD project were: (1) Facilitate decision making for beekeepers and other stakeholders by establishing ready-to-use tools for operationalising the HSI; (2) Test, standardise and validate methods for measuring and reporting selected indicators affecting bee health; (3) Explore the various socio-economic and ecological factors beyond bee health; (4) Foster an EU community to collect and share knowledge related to honey bees and their environment; (5) Engender a lasting learning and innovation system (LIS); (6) Minimise the impact of biotic and abiotic stressors.

Data description:

The dataset consists of 5 tables: BIOEUNIS Status and Solution (58.43 KB), BF Index BIOEUNIS (37.83 MB), Species Average Cover BIOEUNIS (37.81 MB), Species BF Value (413.78 KB) and Species Occurrence BIOEUNIS (37.71 MB). In additionm it contains a metadata file (BIOEUNIS - Database metadata.pdf) and the BIOEUNIS-Biogeographical EUNIS Level 2 terrestrial habitats map (BIOEUNIS.pdf). The BIOEUNIS map depicts the spatial distribution of BIOEUNIS terrestrial Level 2 habitats across Europe.

Data application:

The dataset complies with all the criteria that datasets archived on the EU Pollinator Hub have to comply with. Additional metadata that describes the methods used to calculate the various parameters (Solution, Status, Bee-friendliness (BF) index, Average cover, Robustness, Occurrence) even better (e.g. links to documents, scientific articles) might be added and the publication Janovský Z. (2020) Pollinator spectrum. – www.pladias.cz mentioned in the metadata sheet should be reviewed, as it cannot be found on the link that was provided.

Unresolved issues:

n/a

Introduction

The BIOEUNIS Biogeographical EUNIS Level 2 Terrestrial Habitats Database of Relevant Resources for Honey Bees product is an updated and refined version of the EUNIS terrestrial Level 2 habitat product, which is divided into biogeographical regions. It is based on the deliverable D3.1: Database of Relevant Resources for Honey Bees. The primary goal of BIOEUNIS was to develop a product that improves the spatial precision and accuracy of the EUNIS terrestrial Level 2 habitat plant composition. As a result, we were able to better describe the habitats in terms of their importance as resources for honey bees. To that end, the EUNIS terrestrial Level 2 habitats were divided into biogeographical regions. The BIOEUNIS is a new map of the biogeographical EUNIS terrestrial Level 2 habitats, created as a result of this process. Using the new BIOEUNIS classes, all European vegetation plots in the EVA database were reclassified to these new BIOEUNIS habitat classes by implementing a modified version of the expert system: EUNIS-ESy (Expert system for automatic classification of European vegetation plots to EUNIS habitats, version: 2021-06-01). Using the BIOEUNIS classes, synoptic tables were created to determine the plant composition (occurrence and average cover) of each BIOEUNIS terrestrial Level 2 habitat. The BF Index was recalculated for each BIOEUNIS using the new plant composition of the BIOEUNIS classes and the BF Value of each plant species.

Material and methods

Data acquisition

All raw data files were downloaded from the B-GOOD Bee Health Data Portal on 2024-09-23 11:47:02.

List of raw data obtained from the data provider.

  1. File BIOEUNIS - Database.xlsx, accessed on 2024-09-23 11:47:02, provided by B-GOOD Bee Health Data Portal
  2. File BIOEUNIS - Map.pdf, accessed on 2024-09-23 11:47:02, provided by B-GOOD Bee Health Data Portal

Metadata was obtained from the dataset's web page.

Table 2. List of raw data and metadata files included in the dataset. Identifier of table row (No); name of the file (File); the type of the file (Type); file contains data (D); file contains metadata (M); date of upload of the file to the EU Pollinator Hub (Arrival); number of data points contained within the file (if applicable); uploaded file size.
No File Type D M Arrival Data points File size
1 Species BF Value_PREP_MR_241025.csv CSV - Comma seperated values Yes No 2024-10-29 12:10:45 39,990 413.78 KiB
2 Species Occurrence BIOEUNIS_PREP_MR_241025.csv CSV - Comma seperated values Yes No 2024-10-29 12:10:44 4,030,992 37.71 MiB
3 Species Average Cover BIOEUNIS_PREP_MR_241025.csv CSV - Comma seperated values Yes No 2024-10-29 12:10:31 4,030,992 37.81 MiB
4 BF Index BIOEUNIS_PREP_MR_241025.csv CSV - Comma seperated values Yes No 2024-10-29 12:10:12 4,030,992 37.83 MiB
5 BIOEUNIS Status and Solution_PREP_MR_241025.csv CSV - Comma seperated values Yes No 2024-10-29 12:10:00 3,411 58.43 KiB
6 BIOEUNIS - Map.pdf Miscellaneous No Yes 2024-10-29 11:10:04 n/a 118.76 MiB
7 BIOEUNIS - Database metadata.pdf Miscellaneous No Yes 2024-10-29 12:10:39 n/a 721.16 KiB

Data preparation

All files in the zip-archives were extracted using File Explorer (Microsoft Corporation, version 22H2).

File BIOEUNIS - Database.xlsx was procesed with MS Excel (Microsoft Corporation, version 2409). Data from all worksheets containing data (Species BF Value, Species Occurrence BIOEUNIS, Species Occurrence BIOEUNIS, Species Occurrence BIOEUNIS and Species BF Value) were exported to a CSV format (UTF-8 encoding). Metadata in worksheet Metadata was exported in PDF formet. Data from files Species Occurrence BIOEUNIS CSV, Species Occurrence BIOEUNIS CSV and Species Occurrence BIOEUNIS CSV were unpivoted using the Python script UnpivotToCsv.py.

Data was then exported to the respective preparatory files and uploaded to the EU Pollinator Hub according to SOP-017 (Dataset integration.

Data validation

No data validation was performed.

Data analysis

No data analysis was performed.

Data description

Dataset

Table 3. Summary of tables belonging to the dataset. Table row identifier (No); name of the table (Table); description of the table (Description).
No Table Description
1 Species BF Value Table Species BF Value table contains the bee-friendliness plant species value (BF Value) that corresponds to the bee-friendliness of each…
2 Species Occurrence BIOEUNIS Table Species Occurrence BIOEUNIS contains the percentage occurrence frequency (Occurrence) that was calculated as the number of occurrences relative to…
3 Species Average Cover BIOEUNIS Table Species Average Cover BIOEUNIS contains the average cover (Average cover) that was calculated as the percentage cover averaged across…
4 BF Index BIOEUNIS Table BF Index BIOEUNIS contains the bee-friendliness index (BF Index) that corresponds to the contribution of each plant species in…
5 BIOEUNIS Status and Solution Table BIOEUNIS Status and Solution contains the status and solution proposed for determining plant species composition (occurrence and average cover)…
Table 4. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).
Parameter Content
interactions.single.uid BGDBN192.0.0
Title B-GOOD BIOEUNIS
Long title Dataset from the B-GOOD project, containing the iogeographical EUNIS Level 2 Terrestrial Habitats (BIOEUNIS): Database of Relevant Resources for Honey Bees.
Target IRI https://app.pollinatorhub.eu/dataset-discovery/BGDBN192.0.0
interactions.single.section-details.licence CC BY-NC-ND 4.0
DOI n/a
Created 2024-10-29
Published 2024-11-18
Contact n/a
Keywords n/a
Data collection years n/a
Regions, the data was collected in n/a
Abstract

Dataset from B-GOOD BIOEUNIS Biogeographical EUNIS level 2 terrestrial habitats: The database of relevant resources for honey bees is an updated and refined version of the EUNIS terrestrial level 2 habitat product, which is divided into biogeographical regions. It is based on the deliverable D3.1 of the B-GOOD project. The primary goal of BIOEUNIS was to develop a product that improves the spatial precision and accuracy of the EUNIS terrestrial level 2 habitat plant composition. It was published by Alves da Silva A, Alves J, Chytrý M, Sousa JP (UCOI) on the B-GOOD Bee Health Data Portal as part of the B-GOOD project (grant agreement 817622), funded under the EU Horizon 2020 Research and Innovation Programme.
Table 5. Standardised metadata of the data provider B-GOOD Bee Health Data Portal. Reported parameter (Parameter); content of the parameter (Content).
Parameter Content
Name B-GOOD Bee Health Data Portal
Url
Acronym B-GOOD
IRI https://app.pollinatorhub.eu/data-providers/b-good-bee-health-data-portal
Address https://b-good-project.eu
Country Belgium
Contact b-good-project.eu
Description

Project funded by the EU Horizon 2020 Research and Innovation Programme under grant agreement No 817622. Project website: https://b-good-project.eu

Tables

Species BF Value

Table 6. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).
Parameter Content
Unique identifier BGDBN192.SPCSB458.0
Name Species BF Value
Target IRI https://app.pollinatorhub.eu/dataset-discovery/parts/BGDBN192.SPCSB458.0
Table Type File
Licence CC BY-NC-ND 4.0
Description

Table Species BF Value table contains the bee-friendliness plant species value (BF Value) that corresponds to the bee-friendliness of each plant species for honey bees and the robustness (Robustness) value associated with it (see Deliverable D3.1. section 3.2 on Methodology for further details). It is organized as a full list of 7998 plant species and their taxonomic groups, namely family and genus. The list of species present in this sheet is based on a dataset of 233,352 vegetation plots from the European Vegetation Archive (version 2020-05-16), classified by the EUNIS ESy expert system (version 2021-06-01) and resampled in geographical grid cells from Chytrý et al. (2020).

Table Species BF Value table contains the bee-friendliness plant species value (BF Value) that corresponds to the bee-friendliness of each plant species for honey bees and the robustness (Robustness) value associated with it (see Deliverable D3.1. section 3.2 on Methodology for further details). It is organized as a full list of 7998 plant species and their taxonomic groups, namely family and genus. The list of species present in this sheet is based on a dataset of 233,352 vegetation plots from the European Vegetation Archive (version 2020-05-16), classified by the EUNIS ESy expert system (version 2021-06-01) and resampled in geographical grid cells from Chytrý et al. (2020).

Metadata

  • Column Species links to BF Index BIOEUNIS Species
  • Column Species links to Species Average Cover BIOEUNIS Species
  • Column Species links to Species Occurrence BIOEUNIS Species
Table 7. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Column Description Datatype Descriptor Unit
Species

Name of the plant species following the EURO MED nomenclature for which the BF-index in a given BIOEUNIS habitat refers to.

 String dwc:scientificName [0.0.SCNTF503]

n/a
Genus

Name of the genus the plant species belongs to, following the EURO MED nomenclature for which the BF-index in a given BIOEUNIS habitat refers to.

 String dwc:genus [0.0.GENUS509]

n/a
Family

Name of the family the plant species belongs to, following the EURO MED nomenclature for which the BF-index in a given BIOEUNIS habitat refers to.

 String dwc:family [0.0.FMILY508]

n/a
BF Value

Bee-friendliness (BF) index developed by the B-GOOD project, that corresponds to the contribution of each plant species in terms of bee-friendliness within a particular BIOEUNIS habitat. The BF index was calculated as the multiplication of the BF Value by occurrence and by average cover, i.e. BF Index = BF Value x Occurrence x Average cover. The higher the BF index, the greater the contribution of a plant species in terms of bee-friendliness within the habitat.

 Decimal number pms:beeFriendlinessIndex [0.0.BFRND501]

n/a
Robustness

Robustness value (Robustness) associated with the bee-friendliness plant species value (BF Value) that corresponds to the bee-friendliness of each plant species for honey bees.

 Decimal number Robustness [BGDBN192.0.RBSTN510]

n/a

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 8. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Species 8 - 43 n/a Abies alba n/a n/a n/a x Festuloliu… 7,998 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 7,997 ( 100.0% )
Genus 1 - 18 n/a x n/a n/a n/a Pseudosclero… 7,998 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 1,566 ( 19.6% )
Family 7 - 16 n/a Poaceae n/a n/a n/a Scheuchzeria… 7,998 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 172 ( 2.2% )
BF Value 1 - 11 1.9513800600 0 0.1 2.1 3.10729166 10.3 7,998 0 ( 0.0% ) 1,681 ( 21.0% ) 0 ( 0.0% ) 342 ( 4.3% )
Robustness 1 - 11 0.3683080800 0 0.02879704 0.13017328 0.25 7.2 7,998 0 ( 0.0% ) 1,244 ( 15.6% ) 0 ( 0.0% ) 126 ( 1.6% )

Quality measures

Table 9. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Species
100.00%
99.99%
Bryum imbricatum Abies alba
Genus
100.00%
19.58%
Carex Abietinella
Family
100.00%
2.15%
Asteraceae Acoraceae
BF Value
100.00%
4.28%
0 8.85
Robustness
100.00%
1.58%
0.25 6.6

Changes made to preparatory file

None

Changes made to data

None

Unresolved issues

None

Table references

  1. Chytrý M., Tichý L., Hennekens SM., Knollová I., Janssen JAM., Rodwell JS. et al. 2020 EUNIS Habitat Classification: Expert system, characteristic species combinations and distribution maps of European habitats. Applied Vegetation Science. Vol. 23, (4) pp. 648-675. doi: 10.1111/avsc.12519
  2. Alves da Silva A., Horčičková E., Castro S., Alves J., Loureiro J., Chytrý M. et al. 2021 Database of Relevant Resources for Honey Bees. Deliverable D3.1 EU Horizon 2020 B-GOOD Project, Grant agreement No. 817622.. b-good-project.eu

Species Occurrence BIOEUNIS

Table 10. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).
Parameter Content
Unique identifier BGDBN192.SPCSC459.0
Name Species Occurrence BIOEUNIS
Target IRI https://app.pollinatorhub.eu/dataset-discovery/parts/BGDBN192.SPCSC459.0
Table Type File
Licence CC BY-NC-ND 4.0
Description

Table Species Occurrence BIOEUNIS contains the percentage occurrence frequency (Occurrence) that was calculated as the number of occurrences relative to the total number of plots assigned to each BIOEUNIS Level 2 habitat. This sheet has 7998 plant species (like the Species BF Value sheet) present at each BIOEUNIS terrestrial Level 2 habitat. It is organized so the rows correspond to the plant species and the columns represent each BIOEUNIS terrestrial Level 2 habitat that is spatially explicitly defined at the EU scale in the Ecosystem Type Map (ETM) v3.1 (Weiss and Banko, 2018) and sub divided by Biogeographical regions (EEA, 2016) and that is defined in terms of vegetation composition.

Table Species Occurrence BIOEUNIS contains the percentage occurrence frequency (Occurrence) that was calculated as the number of occurrences relative to the total number of plots assigned to each BIOEUNIS Level 2 habitat. This sheet has 7998 plant species (like the Species BF Value sheet) present at each BIOEUNIS terrestrial Level 2 habitat. It is organized so the rows correspond to the plant species and the columns represent each BIOEUNIS terrestrial Level 2 habitat that is spatially explicitly defined at the EU scale in the Ecosystem Type Map (ETM) v3.1 (Weiss and Banko, 2018) and sub divided by Biogeographical regions (EEA, 2016) and that is defined in terms of vegetation composition.

Metadata

  • Column Species links to BF Index BIOEUNIS Species
  • Column Species links to Species Average Cover BIOEUNIS Species
  • Column Species links to Species BF Value.Species
  • Column variable links to BIOEUNIS Status and Solution.BIOEUNIS
  • Column variable links to BF Index BIOEUNIS variable
  • Column variable links to Species Average Cover BIOEUNIS variable
Table 11. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Column Description Datatype Descriptor Unit
Species

Name of the plant species following the EURO MED nomenclature for which the Occurence in a given BIOEUNIS habitat refers to.

 String dwc:scientificName [0.0.SCNTF503]

n/a
variable

BIOEUNIS terrestrial Level 2 habitat code of the spatially explicit habitat classification and typology system developed by the B-GOOD Project.

 String pms:bioeunisHabitatCode [0.0.BNSHB502]

n/a
value

Percentage occurrence frequency (Occurrence) that was calculated as the number of occurrences relative to the total number of plots assigned to each BIOEUNIS Level 2 habitat.

 Decimal number Occurrence [BGDBN192.0.CCRRN507]

%

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 12. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Species 8 - 43 n/a Poa laxa n/a n/a n/a Asplenium ad… 1,343,664 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 7,997 ( 0.6% )
variable 6 - 6 n/a ATL_F1 n/a n/a n/a CON_B3 1,343,664 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 168 ( 0.0% )
value 1 - 3 0.3 0 0 0 0 100 1,343,664 0 ( 0.0% ) 1,215,002 ( 90.4% ) 0 ( 0.0% ) 94 ( 0.0% )

Quality measures

Table 13. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Species
100.00%
0.60%
Bryum imbricatum Abies alba
variable
100.00%
0.01%
ATL_F1 ATL_F1
value
100.00%
0.01%
0 96

Changes made to preparatory file

None

Changes made to data

None

Unresolved issues

None

Table references

  1. Weiss M., Banko G. 2018 Ecosystem Type Map v3.1 – Terrestrial and marine ecosystems. ETC/BD report to the EEA. (en-gb) Technical pape. European Topic Centre on Biological Diversity. [2024-10-29] www.eionet.europa.eu
  2. EEA 2016 Biogeographical regions, Europe 2016. EEA Datahub. [2024-10-29] www.eea.europa.eu

Species Average Cover BIOEUNIS

Table 14. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).
Parameter Content
Unique identifier BGDBN192.SPCSV460.0
Name Species Average Cover BIOEUNIS
Target IRI https://app.pollinatorhub.eu/dataset-discovery/parts/BGDBN192.SPCSV460.0
Table Type File
Licence CC BY-NC-ND 4.0
Description

Table Species Average Cover BIOEUNIS contains the average cover (Average cover) that was calculated as the percentage cover averaged across all the plots assigned to each BIOEUNIS Level 2 habitat, including the plots where a species was absent. This sheet has 7998 plant species (like the Species BF Value sheet) present at each BIOEUNIS terrestrial Level 2 habitat. It is organized so the rows correspond to the plant species and the columns represent each BIOEUNIS terrestrial Level 2 habitat that is spatially explicitly defined at the EU scale in the Ecosystem Type Map (ETM) v3.1 (Weiss and Banko, 2018) and sub divided by Biogeographical regions (EEA, 2016) and that is defined in terms of vegetation composition.

Table Species Average Cover BIOEUNIS contains the average cover (Average cover) that was calculated as the percentage cover averaged across all the plots assigned to each BIOEUNIS Level 2 habitat, including the plots where a species was absent. This sheet has 7998 plant species (like the Species BF Value sheet) present at each BIOEUNIS terrestrial Level 2 habitat. It is organized so the rows correspond to the plant species and the columns represent each BIOEUNIS terrestrial Level 2 habitat that is spatially explicitly defined at the EU scale in the Ecosystem Type Map (ETM) v3.1 (Weiss and Banko, 2018) and sub divided by Biogeographical regions (EEA, 2016) and that is defined in terms of vegetation composition.

Metadata

  • Column Species links to BF Index BIOEUNIS Species
  • Column Species links to Species Occurrence BIOEUNIS Species
  • Column Species links to Species BF Value.Species
  • Column variable links to BIOEUNIS Status and Solution.BIOEUNIS
  • Column variable links to BF Index BIOEUNIS variable
  • Column variable links to Species Occurrence BIOEUNIS variable
Table 15. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Column Description Datatype Descriptor Unit
Species

Name of the plant species following the EURO MED nomenclature for which the Avgerage Cover of a given BIOEUNIS habitat refers to.

 String dwc:scientificName [0.0.SCNTF503]

n/a
variable

BIOEUNIS terrestrial Level 2 habitat code of the spatially explicit habitat classification and typology system developed by the B-GOOD Project.

 String pms:bioeunisHabitatCode [0.0.BNSHB502]

n/a
value

Average Cover that was calculated as the percentage cover averaged across all the plots assigned to each BIOEUNIS Level 2 habitat, including the plots where a species was absent

 Decimal number Average cover [BGDBN192.0.VRGCV511]

%

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 16. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Species 8 - 43 n/a Poa laxa n/a n/a n/a Asplenium ad… 1,343,664 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 7,997 ( 0.6% )
variable 6 - 6 n/a ATL_F1 n/a n/a n/a CON_B3 1,343,664 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 168 ( 0.0% )
value 1 - 4 0.02 0 0 0 0 88 1,343,664 0 ( 0.0% ) 1,312,648 ( 97.7% ) 0 ( 0.0% ) 232 ( 0.0% )

Quality measures

Table 17. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Species
100.00%
0.60%
Bryum imbricatum Abies alba
variable
100.00%
0.01%
ATL_F1 ATL_F1
value
100.00%
0.02%
0 16.1

Changes made to preparatory file

None

Changes made to data

None

Unresolved issues

None

Table references

  1. EEA 2016 Biogeographical regions, Europe 2016. EEA Datahub. [2024-10-29] www.eea.europa.eu

BF Index BIOEUNIS

Table 18. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).
Parameter Content
Unique identifier BGDBN192.BFNDX461.0
Name BF Index BIOEUNIS
Target IRI https://app.pollinatorhub.eu/dataset-discovery/parts/BGDBN192.BFNDX461.0
Table Type File
Licence CC BY-NC-ND 4.0
Description

Table BF Index BIOEUNIS contains the bee-friendliness index (BF Index) that corresponds to the contribution of each plant species in terms of bee-friendliness within a particular BIOEUNIS habitat (see Deliverable D3.1. section 2.4 of Methodology for further details). The BF index was calculated as the multiplication of the BF Value by occurrence and by average cover, i.e. BF Index = BF Value x Occurrence x Average cover. The higher the BF index, the greater the contribution of a plant species in terms of bee-friendliness within the habitat. This sheet has 7998 plant species (like the Species BF Value sheet) present at each EUNIS terrestrial Level 2 habitat. It is organized so the rows correspond to the plant species and the columns represent each BIOEUNIS terrestrial Level 2 habitat that is spatially explicitly defined at the EU scale in the Ecosystem Type Map (ETM) v3.1 (Weiss and Banko, 2018) and sub divided by Biogeographical regions (EEA, 2016) and that is defined in terms of vegetation composition.

Table BF Index BIOEUNIS contains the bee-friendliness index (BF Index) that corresponds to the contribution of each plant species in terms of bee-friendliness within a particular BIOEUNIS habitat (see Deliverable D3.1. section 2.4 of Methodology for further details). The BF index was calculated as the multiplication of the BF Value by occurrence and by average cover, i.e. BF Index = BF Value x Occurrence x Average cover. The higher the BF index, the greater the contribution of a plant species in terms of bee-friendliness within the habitat. This sheet has 7998 plant species (like the Species BF Value sheet) present at each EUNIS terrestrial Level 2 habitat. It is organized so the rows correspond to the plant species and the columns represent each BIOEUNIS terrestrial Level 2 habitat that is spatially explicitly defined at the EU scale in the Ecosystem Type Map (ETM) v3.1 (Weiss and Banko, 2018) and sub divided by Biogeographical regions (EEA, 2016) and that is defined in terms of vegetation composition.

Metadata

  • Column Species links to Species BF Value.Species
  • Column Species links to Species Occurrence BIOEUNIS Species
  • Column Species links to Species Average Cover BIOEUNIS Species
  • Column variable links to Species Occurrence BIOEUNIS variable
  • Column variable links to Species Average Cover BIOEUNIS variable
  • Column variable links to BIOEUNIS Status and Solution.BIOEUNIS
Table 19. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Column Description Datatype Descriptor Unit
Species

Name of the plant species following the EURO MED nomenclature for which the BF-index in a given BIOEUNIS habitat refers to.

 String dwc:scientificName [0.0.SCNTF503]

n/a
variable

BIOEUNIS terrestrial Level 2 habitat code of the spatially explicit habitat classification and typology system developed by the B-GOOD Project.

 String pms:bioeunisHabitatCode [0.0.BNSHB502]

n/a
value

Bee-friendliness (BF) index developed by the B-GOOD project, that corresponds to the contribution of each plant species in terms of bee-friendliness within a particular BIOEUNIS habitat. The BF index was calculated as the multiplication of the BF Value by occurrence and by average cover, i.e. BF Index = BF Value x Occurrence x Average cover. The higher the BF index, the greater the contribution of a plant species in terms of bee-friendliness within the habitat.

 Decimal number pms:beeFriendlinessIndex [0.0.BFRND501]

n/a

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 20. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Species 8 - 43 n/a Poa laxa n/a n/a n/a Asplenium ad… 1,343,664 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 7,997 ( 0.6% )
variable 6 - 6 n/a ATL_F1 n/a n/a n/a CON_B3 1,343,664 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 168 ( 0.0% )
value 1 - 11 1.0461327800 0 0 0 0 30,338.88 1,343,664 0 ( 0.0% ) 1,319,988 ( 98.2% ) 0 ( 0.0% ) 4,522 ( 0.3% )

Quality measures

Table 21. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Species
100.00%
0.60%
Bryum imbricatum Abies alba
variable
100.00%
0.01%
ATL_F1 ATL_F1
value
100.00%
0.34%
0 11.9

Changes made to preparatory file

None

Changes made to data

None

Unresolved issues

NOne

Table references

  1. Weiss M., Banko G. 2018 Ecosystem Type Map v3.1 – Terrestrial and marine ecosystems. ETC/BD report to the EEA. (en-gb) Technical pape. European Topic Centre on Biological Diversity. [2024-10-29] www.eionet.europa.eu
  2. EEA 2016 Biogeographical regions, Europe 2016. EEA Datahub. [2024-10-29] www.eea.europa.eu
  3. Alves da Silva A., Horčičková E., Castro S., Alves J., Loureiro J., Chytrý M. et al. 2021 Database of Relevant Resources for Honey Bees. Deliverable D3.1 EU Horizon 2020 B-GOOD Project, Grant agreement No. 817622.. b-good-project.eu

BIOEUNIS Status and Solution

Table 22. Standardised metadata of the dataset. Reported parameter (Parameter); content of the parameter (Content).
Parameter Content
Unique identifier BGDBN192.BNSST462.0
Name BIOEUNIS Status and Solution
Target IRI https://app.pollinatorhub.eu/dataset-discovery/parts/BGDBN192.BNSST462.0
Table Type File
Licence CC BY-NC-ND 4.0
Description

Table BIOEUNIS Status and Solution contains the status and solution proposed for determining plant species composition (occurrence and average cover) and calculating the bee-friendliness index (BF Index) for each BIOEUNIS terrestrial Level 2 habitat that is defined or not in terms of vegetation composition.

Table BIOEUNIS Status and Solution contains the status and solution proposed for determining plant species composition (occurrence and average cover) and calculating the bee-friendliness index (BF Index) for each BIOEUNIS terrestrial Level 2 habitat that is defined or not in terms of vegetation composition.

Metadata

  • Column BIOEUNIS links to Species Occurrence BIOEUNIS Species
  • COlumn BIOEUNIS links to Species Average Cover BIOEUNIS Species
  • COlumn BIOEUNIS links to BF Index BIOEUNIS Species
Table 23. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Column Description Datatype Descriptor Unit
BIOEUNIS

BIOEUNIS terrestrial Level 2 habitat code of the spatially explicit habitat classification and typology system developed by the B-GOOD Project.

 String pms:bioeunisHabitatCode [0.0.BNSHB502]

n/a
BIOEUNIS
String Text [0.0.TEXTA315]

n/a
BIO

Abbreviation of the biogeographical region used under Article 17 of the Council Directive 92/43/EEC of 21 May 1992 on the conservation of natural habitats and of wild fauna and flora until 2012.

 String Text [0.0.TEXTA315]

n/a
EUNIS

EUNIS level 2 habitat code.

 String pms:eunis2020Level2HabitatCode [0.0.NSLVL505]

n/a
EUNIS_L1

EUNIS level 1 habitat code.

 String pms:eunis2020Level1HabitatCode [0.0.NSCDE504]

n/a
EUNIS - Level 1

EUNIS level 1 habitat name.

 String Text [0.0.TEXTA315]

n/a
EUNIS - Level 2

EUNIS level 2 habitat name.

 String Text [0.0.TEXTA315]

n/a
Status_Code

Code for the status proposed for determining plant species composition (occurrence and average cover) and calculating the bee-friendliness index (BF Index) for each BIOEUNIS terrestrial Level 2 habitat that is defined or not in terms of vegetation composition.

 String Text [0.0.TEXTA315]

n/a
Status

Status proposed for determining plant species composition (occurrence and average cover) and calculating the bee-friendliness index (BF Index) for each BIOEUNIS terrestrial Level 2 habitat that is defined or not in terms of vegetation composition.

 String Text [0.0.TEXTA315]

n/a
Solution

Solution proposed for determining plant species composition (occurrence and average cover) and calculating the bee-friendliness index (BF Index) for each BIOEUNIS terrestrial Level 2 habitat that is defined or not in terms of vegetation composition.

 String Text [0.0.TEXTA315]

n/a

Metadata of individual tables can be found in Annex 1.

Descriptive measures

Table 24. Content analysis of the table. Column name (Name); range of length of characters (Length); arithmetic mean of values in column (Mean); lowest value in column (Min); first quartile of values in column (Q1); median of values in column (Median); third quartile of values in column (Q3); highest value in column (Max); number of records (Total); number and percentage (between brackets) of all values containing NULL (Missing), the value 0 (Zero), exclusively blank characters (Blank), and of distinct values including NULL, Zero and blank (Distinct).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
BIOEUNIS 6 - 6 n/a ALP_B3 n/a n/a n/a STE_J5 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 379 ( 100.0% )
BIOEUNIS 6 - 6 n/a ATL_F1 n/a n/a n/a MAC_F8 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 379 ( 100.0% )
BIO 3 - 3 n/a ATL n/a n/a n/a ANA 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 11 ( 2.9% )
EUNIS 2 - 2 n/a F1 n/a n/a n/a F8 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 45 ( 11.9% )
EUNIS_L1 1 - 1 n/a F n/a n/a n/a I 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 9 ( 2.4% )
EUNIS - Level 1 20 - 61 n/a B - Coastal… n/a n/a n/a E - Grasslan… 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 9 ( 2.4% )
EUNIS - Level 2 11 - 110 n/a F1 - Tundra n/a n/a n/a G5 - Lines o… 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 45 ( 11.9% )
Status_Code 1 - 2 n/a * n/a n/a n/a ** 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 3 ( 0.8% )
Status 22 - 46 n/a Non vegetati… n/a n/a n/a Not defined… 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 3 ( 0.8% )
Solution 14 - 69 n/a Zero resourc… n/a n/a n/a Half the ave… 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 9 ( 2.4% )

Quality measures

Table 25. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
BIOEUNIS
100.00%
100.00%
ATL_F1 ATL_F1
BIOEUNIS
100.00%
100.00%
ATL_F1 ATL_F1
BIO
100.00%
2.90%
ATL MAC
EUNIS
100.00%
11.87%
C1 F8
EUNIS_L1
100.00%
2.37%
J B
EUNIS - Level 1
100.00%
2.37%
J - constructed, industrial and other artificial habitats B - Coastal habitats
EUNIS - Level 2
100.00%
11.87%
C1 - Surface standing waters F8 - Thermo-Atlantic xerophytic scrub
Status_Code
100.00%
0.79%
ok *
Status
100.00%
0.79%
Vegetation composition defined Not defined in terms of vegetation composition
Solution
100.00%
2.37%
Zero resources Average of EUNIS Level 1 habitat E resources

Changes made to preparatory file

None

Changes made to data

None

Unresolved issues

None

References

  1. Alves da Silva A., Alves J., Chytrý M., Sousa J. BIOEUNIS - Biogeographical EUNIS Level 2 Terrestrial Habitats: Database of Relevant Resources for Honey Bees. [WP3]. B-GOOD Bee Health Data Portal. [2024-10-29] beehealthdata.org
  2. ASTREDHOR, CNPMAI, FranceAgriMer, GNIS, INRA, ITSAP et al. 2017 Liste de plantes attractives pour les abeilles - Plantes nectarifères et pollinifères à semer et à planter sommaire.. Ministère de L’Agriculture et de L’Alimentation (MAA). agriculture.gouv.fr.
  3. Možíš P. 2018 Včelařsky významné rostliny - BeeInfo.cz. Czech post-weblog[2024-10-29] beeinfo.cz
  4. Carrasco Claver J., Montero Ruiz I. 1990 Contribución al estudio de la flora silvestre de interés apícola en Extremadura.. p. 79–82.
  5. Danmarks Biavlerforenin 2013 Biplantekalenderen 2013—biernes fødegrundlag. Tidsskrift for Biavl.
  6. Anonymous Drachtplanten - Imkerpedia. [2024-10-29] www.imkerpedia.nl
  7. Chytrý M., Danihelka J., Kaplan Z., Wild J., Holubová D., Novotný P. et al. 2021 Pladias Database of the Czech flora and vegetation. Preslia. Vol. 93, (1) pp. 1-87. doi: 10.23855/preslia.2021.001
  8. Kattge J., Bönisch G., Díaz S., Lavorel S., Prentice IC., Leadley P. et al. 2020 TRY plant trait database – enhanced coverage and open access. Global Change Biology. Vol. 26, (1) pp. 119-188. doi: 10.1111/gcb.14904
  9. Koster A. 2019 Plantenvademecum: Voor wilde bijen, vlinders & biodiversiteit in tuinen. (Dutch) Eerste editie ed. Fontaine Uitgevers.
  10. Maurizio A., Grafl I. 1982 Das Trachtpflanzenbuch: Nektar und Pollen, die wichtigsten Nahrungsquellen der Honigbiene. 3 ed. Ehrenwirth.
  11. USDA 2017 Attractiveness of Agricultural Crops to Pollinating Bees for the Collection of Nectar and/or Pollen. www.usda.gov

Annex 1: Table column reports

Table: Species BF Value

Column: Species

Table 26. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name Species
Description

Name of the plant species following the EURO MED nomenclature for which the BF-index in a given BIOEUNIS habitat refers to.
Data type String
Descriptor dwc:scientificName [UID:0.0.SCNTF503]
Descriptor description

The full scientific name, with authorship and date information if known.
Descriptor target IRI http://rs.tdwg.org/dwc/terms/scientificName
Unit

n/a
Table 27. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Species 8 - 43 n/a Abies alba n/a n/a n/a x Festuloliu… 7,998 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 7,997 ( 100.0% )
Table 28. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Species
100.00%
99.99%
Bryum imbricatum Abies alba

Completeness

Figure 1. Visualization of completeness of the data in the column.

Uniqueness

Figure 2. Visualization of uniqueness of the data in the column.

Column: Genus

Table 29. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name Genus
Description

Name of the genus the plant species belongs to, following the EURO MED nomenclature for which the BF-index in a given BIOEUNIS habitat refers to.
Data type String
Descriptor dwc:genus [UID:0.0.GENUS509]
Descriptor description

The full scientific name of the genus in which the dwc:Taxon is classified.
Descriptor target IRI http://rs.tdwg.org/dwc/terms/genus
Unit

n/a
Table 30. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Genus 1 - 18 n/a x n/a n/a n/a Pseudosclero… 7,998 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 1,566 ( 19.6% )
Table 31. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Genus
100.00%
19.58%
Carex Abietinella

Completeness

Figure 3. Visualization of completeness of the data in the column.

Uniqueness

Figure 4. Visualization of uniqueness of the data in the column.

Column: Family

Table 32. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name Family
Description

Name of the family the plant species belongs to, following the EURO MED nomenclature for which the BF-index in a given BIOEUNIS habitat refers to.
Data type String
Descriptor dwc:family [UID:0.0.FMILY508]
Descriptor description

The full scientific name of the family in which the dwc:Taxon is classified.
Descriptor target IRI http://rs.tdwg.org/dwc/terms/family
Unit

n/a
Table 33. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Family 7 - 16 n/a Poaceae n/a n/a n/a Scheuchzeria… 7,998 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 172 ( 2.2% )
Table 34. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Family
100.00%
2.15%
Asteraceae Acoraceae

Completeness

Figure 5. Visualization of completeness of the data in the column.

Uniqueness

Figure 6. Visualization of uniqueness of the data in the column.

Column: BF Value

Table 35. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name BF Value
Description

Bee-friendliness (BF) index developed by the B-GOOD project, that corresponds to the contribution of each plant species in terms of bee-friendliness within a particular BIOEUNIS habitat. The BF index was calculated as the multiplication of the BF Value by occurrence and by average cover, i.e. BF Index = BF Value x Occurrence x Average cover. The higher the BF index, the greater the contribution of a plant species in terms of bee-friendliness within the habitat.
Data type Decimal number
Descriptor pms:beeFriendlinessIndex [UID:0.0.BFRND501]
Descriptor description

Bee-friendliness (BF) index, developed by the B-GOOD project, corresponds to the contribution of each plant species in terms of bee-friendliness within a particular BIOEUNIS habitat. The BF index was calculated as the multiplication of the BF Value by occurrence and by average cover, i.e. BF Index = BF Value x Occurrence x Average cover. The higher the BF index, the greater the contribution of a plant species in terms of bee-friendliness within the habitat.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.BFRND501
Unit

n/a
Table 36. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
BF Value 1 - 11 1.9513800600 0 0.1 2.1 3.10729166 10.3 7,998 0 ( 0.0% ) 1,681 ( 21.0% ) 0 ( 0.0% ) 342 ( 4.3% )
Table 37. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
BF Value
100.00%
4.28%
0 8.85

Continuous Data Distribution

Figure 7. Distribution of values in the column.

Outliers

Figure 8. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 9. Visualization of completeness of the data in the column.

Uniqueness

Figure 10. Visualization of uniqueness of the data in the column.

Column: Robustness

Table 38. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name Robustness
Description

Robustness value (Robustness) associated with the bee-friendliness plant species value (BF Value) that corresponds to the bee-friendliness of each plant species for honey bees.
Data type Decimal number
Descriptor Robustness [UID:BGDBN192.0.RBSTN510]
Descriptor description

Robustness value (Robustness) associated with the bee-friendliness plant species value (BF Value) that corresponds to the bee-friendliness of each plant species for honey bees.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/BGDBN192.0.RBSTN510
Unit

n/a
Table 39. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Robustness 1 - 11 0.3683080800 0 0.02879704 0.13017328 0.25 7.2 7,998 0 ( 0.0% ) 1,244 ( 15.6% ) 0 ( 0.0% ) 126 ( 1.6% )
Table 40. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Robustness
100.00%
1.58%
0.25 6.6

Continuous Data Distribution

Figure 11. Distribution of values in the column.

Outliers

Figure 12. Visualization of median, min, max, and outliers in the column.

Completeness

Figure 13. Visualization of completeness of the data in the column.

Uniqueness

Figure 14. Visualization of uniqueness of the data in the column.

Table: Species Occurrence BIOEUNIS

Column: Species

Table 41. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name Species
Description

Name of the plant species following the EURO MED nomenclature for which the Occurence in a given BIOEUNIS habitat refers to.
Data type String
Descriptor dwc:scientificName [UID:0.0.SCNTF503]
Descriptor description

The full scientific name, with authorship and date information if known.
Descriptor target IRI http://rs.tdwg.org/dwc/terms/scientificName
Unit

n/a
Table 42. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Species 8 - 43 n/a Poa laxa n/a n/a n/a Asplenium ad… 1,343,664 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 7,997 ( 0.6% )
Table 43. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Species
100.00%
0.60%
Bryum imbricatum Abies alba

Completeness

Figure 15. Visualization of completeness of the data in the column.

Uniqueness

Figure 16. Visualization of uniqueness of the data in the column.

Column: variable

Table 44. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name variable
Description

BIOEUNIS terrestrial Level 2 habitat code of the spatially explicit habitat classification and typology system developed by the B-GOOD Project.
Data type String
Descriptor pms:bioeunisHabitatCode [UID:0.0.BNSHB502]
Descriptor description

Terrestrial Level 2 habitat code of the spatially explicit habitat classification and typology system applied by the B-GOOD Project by merging the European Nature Information System (EUNIS) and the Biogeographical regions in Europe.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.BNSHB502
Unit

n/a
Table 45. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
variable 6 - 6 n/a ATL_F1 n/a n/a n/a CON_B3 1,343,664 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 168 ( 0.0% )
Table 46. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
variable
100.00%
0.01%
ATL_F1 ATL_F1

Data Distribution Top 20

Figure 17. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 18. Distribution of 20 least common values, from lowest to highest.

Completeness

Figure 19. Visualization of completeness of the data in the column.

Uniqueness

Figure 20. Visualization of uniqueness of the data in the column.

Column: value

Table 47. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name value
Description

Percentage occurrence frequency (Occurrence) that was calculated as the number of occurrences relative to the total number of plots assigned to each BIOEUNIS Level 2 habitat.
Data type Decimal number
Descriptor Occurrence [UID:BGDBN192.0.CCRRN507]
Descriptor description

Percentage occurrence frequency (Occurrence) that was calculated as the number of occurrences relative to the total number of plots assigned to each BIOEUNIS Level 2 habitat.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/BGDBN192.0.CCRRN507
Unit

%
Table 48. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
value 1 - 3 0.3 0 0 0 0 100 1,343,664 0 ( 0.0% ) 1,215,002 ( 90.4% ) 0 ( 0.0% ) 94 ( 0.0% )
Table 49. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
value
100.00%
0.01%
0 96

Data Distribution Top 20

Figure 21. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 22. Distribution of 20 least common values, from lowest to highest.

Completeness

Figure 23. Visualization of completeness of the data in the column.

Uniqueness

Figure 24. Visualization of uniqueness of the data in the column.

Table: Species Average Cover BIOEUNIS

Column: Species

Table 50. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name Species
Description

Name of the plant species following the EURO MED nomenclature for which the Avgerage Cover of a given BIOEUNIS habitat refers to.
Data type String
Descriptor dwc:scientificName [UID:0.0.SCNTF503]
Descriptor description

The full scientific name, with authorship and date information if known.
Descriptor target IRI http://rs.tdwg.org/dwc/terms/scientificName
Unit

n/a
Table 51. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Species 8 - 43 n/a Poa laxa n/a n/a n/a Asplenium ad… 1,343,664 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 7,997 ( 0.6% )
Table 52. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Species
100.00%
0.60%
Bryum imbricatum Abies alba

Completeness

Figure 25. Visualization of completeness of the data in the column.

Uniqueness

Figure 26. Visualization of uniqueness of the data in the column.

Column: variable

Table 53. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name variable
Description

BIOEUNIS terrestrial Level 2 habitat code of the spatially explicit habitat classification and typology system developed by the B-GOOD Project.
Data type String
Descriptor pms:bioeunisHabitatCode [UID:0.0.BNSHB502]
Descriptor description

Terrestrial Level 2 habitat code of the spatially explicit habitat classification and typology system applied by the B-GOOD Project by merging the European Nature Information System (EUNIS) and the Biogeographical regions in Europe.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.BNSHB502
Unit

n/a
Table 54. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
variable 6 - 6 n/a ATL_F1 n/a n/a n/a CON_B3 1,343,664 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 168 ( 0.0% )
Table 55. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
variable
100.00%
0.01%
ATL_F1 ATL_F1

Data Distribution Top 20

Figure 27. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 28. Distribution of 20 least common values, from lowest to highest.

Completeness

Figure 29. Visualization of completeness of the data in the column.

Uniqueness

Figure 30. Visualization of uniqueness of the data in the column.

Column: value

Table 56. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name value
Description

Average Cover that was calculated as the percentage cover averaged across all the plots assigned to each BIOEUNIS Level 2 habitat, including the plots where a species was absent
Data type Decimal number
Descriptor Average cover [UID:BGDBN192.0.VRGCV511]
Descriptor description

Average cover (Average cover) that was calculated as the percentage cover averaged across all the plots assigned to each BIOEUNIS Level 2 habitat, including the plots where a species was absent
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/BGDBN192.0.VRGCV511
Unit

%
Table 57. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
value 1 - 4 0.02 0 0 0 0 88 1,343,664 0 ( 0.0% ) 1,312,648 ( 97.7% ) 0 ( 0.0% ) 232 ( 0.0% )
Table 58. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
value
100.00%
0.02%
0 16.1

Data Distribution Top 20

Figure 31. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 32. Distribution of 20 least common values, from lowest to highest.

Completeness

Figure 33. Visualization of completeness of the data in the column.

Uniqueness

Figure 34. Visualization of uniqueness of the data in the column.

Table: BF Index BIOEUNIS

Column: Species

Table 59. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name Species
Description

Name of the plant species following the EURO MED nomenclature for which the BF-index in a given BIOEUNIS habitat refers to.
Data type String
Descriptor dwc:scientificName [UID:0.0.SCNTF503]
Descriptor description

The full scientific name, with authorship and date information if known.
Descriptor target IRI http://rs.tdwg.org/dwc/terms/scientificName
Unit

n/a
Table 60. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Species 8 - 43 n/a Poa laxa n/a n/a n/a Asplenium ad… 1,343,664 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 7,997 ( 0.6% )
Table 61. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Species
100.00%
0.60%
Bryum imbricatum Abies alba

Completeness

Figure 35. Visualization of completeness of the data in the column.

Uniqueness

Figure 36. Visualization of uniqueness of the data in the column.

Column: variable

Table 62. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name variable
Description

BIOEUNIS terrestrial Level 2 habitat code of the spatially explicit habitat classification and typology system developed by the B-GOOD Project.
Data type String
Descriptor pms:bioeunisHabitatCode [UID:0.0.BNSHB502]
Descriptor description

Terrestrial Level 2 habitat code of the spatially explicit habitat classification and typology system applied by the B-GOOD Project by merging the European Nature Information System (EUNIS) and the Biogeographical regions in Europe.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.BNSHB502
Unit

n/a
Table 63. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
variable 6 - 6 n/a ATL_F1 n/a n/a n/a CON_B3 1,343,664 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 168 ( 0.0% )
Table 64. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
variable
100.00%
0.01%
ATL_F1 ATL_F1

Data Distribution Top 20

Figure 37. Distribution of 20 most common values, from highest to lowest.

Data Distribution Bottom 20

Figure 38. Distribution of 20 least common values, from lowest to highest.

Completeness

Figure 39. Visualization of completeness of the data in the column.

Uniqueness

Figure 40. Visualization of uniqueness of the data in the column.

Column: value

Table 65. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name value
Description

Bee-friendliness (BF) index developed by the B-GOOD project, that corresponds to the contribution of each plant species in terms of bee-friendliness within a particular BIOEUNIS habitat. The BF index was calculated as the multiplication of the BF Value by occurrence and by average cover, i.e. BF Index = BF Value x Occurrence x Average cover. The higher the BF index, the greater the contribution of a plant species in terms of bee-friendliness within the habitat.
Data type Decimal number
Descriptor pms:beeFriendlinessIndex [UID:0.0.BFRND501]
Descriptor description

Bee-friendliness (BF) index, developed by the B-GOOD project, corresponds to the contribution of each plant species in terms of bee-friendliness within a particular BIOEUNIS habitat. The BF index was calculated as the multiplication of the BF Value by occurrence and by average cover, i.e. BF Index = BF Value x Occurrence x Average cover. The higher the BF index, the greater the contribution of a plant species in terms of bee-friendliness within the habitat.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.BFRND501
Unit

n/a
Table 66. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
value 1 - 11 1.0461327800 0 0 0 0 30,338.88 1,343,664 0 ( 0.0% ) 1,319,988 ( 98.2% ) 0 ( 0.0% ) 4,522 ( 0.3% )
Table 67. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
value
100.00%
0.34%
0 11.9

Continuous Data Distribution

Figure 41. Distribution of values in the column.

Completeness

Figure 42. Visualization of completeness of the data in the column.

Uniqueness

Figure 43. Visualization of uniqueness of the data in the column.

Table: BIOEUNIS Status and Solution

Column: BIOEUNIS

Table 68. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name BIOEUNIS
Description

BIOEUNIS terrestrial Level 2 habitat code of the spatially explicit habitat classification and typology system developed by the B-GOOD Project.
Data type String
Descriptor pms:bioeunisHabitatCode [UID:0.0.BNSHB502]
Descriptor description

Terrestrial Level 2 habitat code of the spatially explicit habitat classification and typology system applied by the B-GOOD Project by merging the European Nature Information System (EUNIS) and the Biogeographical regions in Europe.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.BNSHB502
Unit

n/a
Table 69. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
BIOEUNIS 6 - 6 n/a ALP_B3 n/a n/a n/a STE_J5 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 379 ( 100.0% )
Table 70. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
BIOEUNIS
100.00%
100.00%
ATL_F1 ATL_F1

Completeness

Figure 44. Visualization of completeness of the data in the column.

Uniqueness

Figure 45. Visualization of uniqueness of the data in the column.

Column: BIOEUNIS

Table 71. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name BIOEUNIS
Description
Data type String
Descriptor Text [UID:0.0.TEXTA315]
Descriptor description

In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit

n/a
Table 72. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
BIOEUNIS 6 - 6 n/a ATL_F1 n/a n/a n/a MAC_F8 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 379 ( 100.0% )
Table 73. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
BIOEUNIS
100.00%
100.00%
ATL_F1 ATL_F1

Completeness

Figure 46. Visualization of completeness of the data in the column.

Uniqueness

Figure 47. Visualization of uniqueness of the data in the column.

Column: BIO

Table 74. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name BIO
Description

Abbreviation of the biogeographical region used under Article 17 of the Council Directive 92/43/EEC of 21 May 1992 on the conservation of natural habitats and of wild fauna and flora until 2012.
Data type String
Descriptor Text [UID:0.0.TEXTA315]
Descriptor description

In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit

n/a
Table 75. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
BIO 3 - 3 n/a ATL n/a n/a n/a ANA 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 11 ( 2.9% )
Table 76. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
BIO
100.00%
2.90%
ATL MAC

Data Distribution Top 20

Figure 48. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 49. Visualization of completeness of the data in the column.

Uniqueness

Figure 50. Visualization of uniqueness of the data in the column.

Column: EUNIS

Table 77. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name EUNIS
Description

EUNIS level 2 habitat code.
Data type String
Descriptor pms:eunis2020Level2HabitatCode [UID:0.0.NSLVL505]
Descriptor description

Second highest rank of the EUNIS habitat classification hierarchy.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NSLVL505
Unit

n/a
Table 78. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
EUNIS 2 - 2 n/a F1 n/a n/a n/a F8 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 45 ( 11.9% )
Table 79. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
EUNIS
100.00%
11.87%
C1 F8

Completeness

Figure 51. Visualization of completeness of the data in the column.

Uniqueness

Figure 52. Visualization of uniqueness of the data in the column.

Column: EUNIS_L1

Table 80. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name EUNIS_L1
Description

EUNIS level 1 habitat code.
Data type String
Descriptor pms:eunis2020Level1HabitatCode [UID:0.0.NSCDE504]
Descriptor description

Highest rank of the EUNIS habitat classification hierarchy.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NSCDE504
Unit

n/a
Table 81. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
EUNIS_L1 1 - 1 n/a F n/a n/a n/a I 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 9 ( 2.4% )
Table 82. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
EUNIS_L1
100.00%
2.37%
J B

Data Distribution Top 20

Figure 53. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 54. Visualization of completeness of the data in the column.

Uniqueness

Figure 55. Visualization of uniqueness of the data in the column.

Column: EUNIS - Level 1

Table 83. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name EUNIS - Level 1
Description

EUNIS level 1 habitat name.
Data type String
Descriptor Text [UID:0.0.TEXTA315]
Descriptor description

In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit

n/a
Table 84. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
EUNIS - Level 1 20 - 61 n/a B - Coastal… n/a n/a n/a E - Grasslan… 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 9 ( 2.4% )
Table 85. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
EUNIS - Level 1
100.00%
2.37%
J - constructed, industrial and other artificial habitats B - Coastal habitats

Data Distribution Top 20

Figure 56. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 57. Visualization of completeness of the data in the column.

Uniqueness

Figure 58. Visualization of uniqueness of the data in the column.

Column: EUNIS - Level 2

Table 86. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name EUNIS - Level 2
Description

EUNIS level 2 habitat name.
Data type String
Descriptor Text [UID:0.0.TEXTA315]
Descriptor description

In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit

n/a
Table 87. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
EUNIS - Level 2 11 - 110 n/a F1 - Tundra n/a n/a n/a G5 - Lines o… 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 45 ( 11.9% )
Table 88. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
EUNIS - Level 2
100.00%
11.87%
C1 - Surface standing waters F8 - Thermo-Atlantic xerophytic scrub

Completeness

Figure 59. Visualization of completeness of the data in the column.

Uniqueness

Figure 60. Visualization of uniqueness of the data in the column.

Column: Status_Code

Table 89. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name Status_Code
Description

Code for the status proposed for determining plant species composition (occurrence and average cover) and calculating the bee-friendliness index (BF Index) for each BIOEUNIS terrestrial Level 2 habitat that is defined or not in terms of vegetation composition.
Data type String
Descriptor Text [UID:0.0.TEXTA315]
Descriptor description

In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit

n/a
Table 90. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Status_Code 1 - 2 n/a * n/a n/a n/a ** 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 3 ( 0.8% )
Table 91. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Status_Code
100.00%
0.79%
ok *

Data Distribution Top 20

Figure 61. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 62. Visualization of completeness of the data in the column.

Uniqueness

Figure 63. Visualization of uniqueness of the data in the column.

Column: Status

Table 92. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name Status
Description

Status proposed for determining plant species composition (occurrence and average cover) and calculating the bee-friendliness index (BF Index) for each BIOEUNIS terrestrial Level 2 habitat that is defined or not in terms of vegetation composition.
Data type String
Descriptor Text [UID:0.0.TEXTA315]
Descriptor description

In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit

n/a
Table 93. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Status 22 - 46 n/a Non vegetati… n/a n/a n/a Not defined… 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 3 ( 0.8% )
Table 94. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Status
100.00%
0.79%
Vegetation composition defined Not defined in terms of vegetation composition

Data Distribution Top 20

Figure 64. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 65. Visualization of completeness of the data in the column.

Uniqueness

Figure 66. Visualization of uniqueness of the data in the column.

Column: Solution

Table 95. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Parameter Content
Column name Solution
Description

Solution proposed for determining plant species composition (occurrence and average cover) and calculating the bee-friendliness index (BF Index) for each BIOEUNIS terrestrial Level 2 habitat that is defined or not in terms of vegetation composition.
Data type String
Descriptor Text [UID:0.0.TEXTA315]
Descriptor description

In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
Descriptor target IRI https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit

n/a
Table 96. Structural analysis of the table. Column name (Name); concise description of the column (Description); data type in which values are stored (Data type); EUPH-Descriptor (Descriptor); unit in which the values are provided (Unit).
Column Name Range Mean Minimum Q1 Median Q3 Maximum Total Missing Zero Blank Distinct
Solution 14 - 69 n/a Zero resourc… n/a n/a n/a Half the ave… 379 0 ( 0.0% ) 0 ( 0.0% ) 0 ( 0.0% ) 9 ( 2.4% )
Table 97. Quality analysis of the table. Column name (Name); completeness of the column (Completeness); uniqueness of the column (Uniqueness); most common value in the column (Most Common Value); least common value in the column (Least Common Value).
Column Name Completeness Uniqueness Most Common Value Least Common Value
Solution
100.00%
2.37%
Zero resources Average of EUNIS Level 1 habitat E resources

Data Distribution Top 20

Figure 67. Distribution of 20 most common values, from highest to lowest.

Completeness

Figure 68. Visualization of completeness of the data in the column.

Uniqueness

Figure 69. Visualization of uniqueness of the data in the column.