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Communicating Biodiversity Data Restriction Rationales: Balancing Specificity with Practical and Ethical Considerations Cover

Communicating Biodiversity Data Restriction Rationales: Balancing Specificity with Practical and Ethical Considerations

Open Access
|Dec 2025

Figures & Tables

Table 1

Frequency of rationale use across the 43 databases.

RATIONALEFREQUENCYPERCENTAGE
1. Location sharing increasing threats320.74
2. Species protection290.67
3. Exploitation270.63
4. Abuse or disturbance250.58
5. Life stage or breeding230.53
6. Wildlife or environmental crime200.47
7. Conservation status (without specifying a list)190.44
8. Habitat or ecosystem protection190.44
9. Population size or stability, regeneration potential, rarity180.42
10. Conservation list or protected species list: state, regional, or national180.42
11. Sensitive species list: non-governmental in-house130.30
12. Attractiveness or interest to humans120.28
13. Sensitive species list: state or national110.26
14. Persecution110.26
15. Nativity, introduction or reintroduction, problematic or invasive species100.23
16. Association with sensitive species100.23
17. Conservation list or protected species list: global90.21
18. Physical ease of locating, detecting, or accessing90.21
19. Dormancy, roosting, shelters, or site use80.19
20. Range expansion or contraction80.19
21. Distinctiveness, taxonomic status, or uncertainty about species80.19
22. Harms to humans70.16
23. Extirpation or extinction70.16
24. Ease of capture or collection70.16
25. Disease, pathogen transfer70.16
26. Restricted range or endemism60.14
27. Documented harm60.14
28. Environmental protection60.14
29. Sensitive species list: non-governmental external20.05
30. Ecological significance of species10.02
31. Individual animal welfare00
Table 2

Formality of policy related to data restrictions.

FORMAL POLICY (Y/N)NUMBER OF DATABASESPERCENTAGE OF DATABASES
Formal policy yes3274%
Formal policy no (informal only)1126%
Table 3

Level of documentation provided for data restrictions.

DOCUMENTATION LEVELNUMBER OF DATABASESPERCENTAGE OF DATABASES
Database-level rationales only3786%
Species-level rationales614%
cstp-10-1-899-g1.png
Figure 1

Rationales cited by database size.

Table 4

Variation in mean rationales cited and database size by subgroup.

SUBGROUPMEAN RATIONALES CITEDMEAN DATABASE SIZE BY RANK ORDER (1 SMALLEST, 43 LARGEST)
Database type
Biodiversity data aggregator (n = 13)13.8529
Participatory science platform (n = 30)6.918.97
Host institution type
Government science agency (n = 7)14.4325.29
Nonprofit (n = 19)8.2122.74
Hybrid or other (n = 17)7.6519.82
Taxonomic scope
All taxa (n = 24)10.8326.54
Birds (n = 8)9.2524.62
Reptiles and amphibians (n = 4)8.2510.25
Flora (n = 2)3.516
Arthropods (n = 4)37.75
Policy type
Formal policy (n = 32)11.2524.84
Informal policy (n = 11)2.4513.73
Documentation level
Species-level rationales (n = 6)22.6734.67
Database-level rationales (n = 37)6.7819.95
List creation
Created internal sensitive species list (n = 21)14.4830.9
No evidence of list creation (n = 22)3.7713.5
DOI: https://doi.org/10.5334/cstp.899 | Journal eISSN: 2057-4991
Language: English
Submitted on: Aug 10, 2025
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Accepted on: Nov 18, 2025
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Published on: Dec 22, 2025
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Martin Kaehrle, Corey Jackson, Kristin Eschenfelder, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.