Guest blog post by Nubia Marques et al.
In a world increasingly defined by data-driven decisions, biodiversity research stands to benefit from standardized and accessible data. Despite their importance for research, biodiversity datasets often fail to meet FAIR (Findable, Accessible, Interoperable, Reusable) standards, leading to concerns about data quality, reliability, and accessibility.
To address this, we propose a framework to retrieve, refine and align secondary biodiversity data with FAIR standards, utilizing the Darwin Core model. We followed four steps:
- data localization (systematic review)
- quality validation
- standardization using the Darwin Core standard
- sharing and archive in the appropriate repository.
Our approach integrates data validation and quality control steps to ensure that secondary data sets can be trusted.
Our study in Biodiversity Data Journal focused on ecotonal estuarine ecosystems near the easternmost Amazon, where we recovered data from 46,000 individuals representing 3,871 taxa across eight biotic groups (birds, amphibians, reptiles, mammals, fish, phytoplankton, benthos, and plants) from 1985 to 2022. These data were used to illustrate how our strategy improves validation, making the data more reliable for macroecological modeling and conservation management. As data becomes more standardized, researchers around the world will be better equipped to collaborate, identify trends, protect ecosystems, and advance sustainability efforts.
Accessible biodiversity data empowers stakeholders and provides critical insights into ecosystem health and species conservation. However, without standardized formats, this data is often fragmented, incomplete, or difficult to compare. By creating a consistent framework for collecting, storing, and sharing data, we are opening the door to more informed decision-making and innovation in biodiversity conservation.
The key to conserving biodiversity is collaboration and transparency. By prioritizing accessible and standardized data, we ensure that vital information reaches those who need it most – whether it’s for scientific study, habitat management or policymaking.
Let’s continue to make biodiversity data a tool for global change!
Research article:
Marques N, Soares CDdeM, Casali DdeM, Guimarães E, Fava F, Abreu JMdaS, Moras L, Silva LGda, Matias R, Assis RLde, Fraga R, Almeida S, Lopes V, Oliveira V, Missagia R, Carvalho E, Carneiro N, Alves R, Souza-Filho P, Oliveira G, Miranda M, Tavares VdaC (2024) Retrieving biodiversity data from multiple sources: making secondary data standardised and accessible. Biodiversity Data Journal 12: e133775. https://doi.org/10.3897/BDJ.12.e133775
