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Updated: Jan 26, 2026

Virtual Reality Tools for Assessing Unilateral Spatial Neglect: A Novel Opportunity for Data Collection
Published on: March 10, 2021
Data gaps and opportunities for comparative and conservation biology.
Dalia A Conde1,2,3, Johanna Staerk4,2,3,5, Fernando Colchero2,6
1Species360 Conservation Science Alliance, Bloomington, MN 55425; dalia.conde@species360.org jvaupel@sdu.dk.
Biodiversity loss is accelerating, with critical demographic data lacking for most species. A new index reveals comprehensive birth and death rate information exists for only 1.3% of tetrapods, hindering conservation efforts.
Area of Science:
- Conservation biology
- Demography
- Ecology
Background:
- Biodiversity loss is a significant global challenge, with extinction rates far exceeding background levels.
- Species conservation policies rely on demographic data, yet accessible information is scarce.
- Understanding population dynamics (birth and death rates) is crucial for species survival and management.
Purpose of the Study:
- To assess the availability of demographic data for described tetrapod species.
- To introduce the Demographic Species Knowledge Index for classifying data accessibility.
- To identify knowledge gaps in demographic information for conservation planning.
Main Methods:
- Compiled demographic data for 32,144 extant mammal, bird, reptile, and amphibian species.
- Developed the Demographic Species Knowledge Index to quantify data availability.
- Analyzed data gaps, particularly for threatened species, and explored methods to improve data collection.
Main Results:
- Only 1.3% of tetrapod species possess comprehensive birth and death rate data.
- Demographic measures, including life span and litter size, are missing for 65% of threatened tetrapods.
- Data from Species360 network (zoos, aquariums) can significantly enhance demographic knowledge.
Conclusions:
- A critical lack of demographic data hinders effective species conservation strategies.
- Digitalizing existing knowledge, data imputation, and utilizing captive population data are vital for filling gaps.
- Prioritizing data collection and improving knowledge accessibility are essential for conserving at-risk taxa.
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