Short answer

Implement data management strategies that prioritize interoperability, metadata standards, and clear provenance to facilitate the integration and utilization of biodiversity data across different projects and organizations.

Field: Innovation & Design
Source: Ecological Informatics (2018)
Method: Development of a principled framework based on expert consensus and literature review.
Evidence: Strong effect

Establishing a standardized framework with ten core principles can significantly enhance the interoperability of biodiversity data, enabling more effective monitoring and assessment of biodiversity change. This innovation & design research insight is drawn from a 2018 study published in Ecological Informatics. Using Development of a principled framework based on expert consensus and literature review., researchers explored how this design variable affects real-world outcomes. The key design takeaway: Implement data management strategies that prioritize interoperability, metadata standards, and clear provenance to facilitate the integration and utilization of biodiversity data across different projects and organizations.

Study

Innovation & DesignHigh ImpactStrong effect

A Ten-Principle Framework for Interoperable Biodiversity Data Products

Ecological Informatics · 2018

Key Findings

01Ten core principles for biodiversity data interoperability have been defined.
02These principles cover critical aspects from data planning to accessibility.
03The framework aims to support the operationalization of Essential Biodiversity Variables (EBVs).
04Specific actions are recommended for data standards bodies, research data infrastructures, research communities, and funders.

Application

Design takeaway

How to apply

When designing data collection, management, or analysis systems for biodiversity-related projects, integrate the ten principles of The Bari Manifesto, focusing on metadata richness, standardized vocabularies, and robust data quality assurance.

Project actions

01When collecting data for your design project, think about how it could be combined with other data in the future.
02Use clear labels (metadata) for all your data so others can understand what it means.

Method & Evidence

AimTo establish a set of best practices for biodiversity informatics that promotes interoperability among various stakeholders involved in the creation and use of Essential Biodiversity Variables (EBVs).

MethodDevelopment of a principled framework based on expert consensus and literature review.

ProcedureThe research team synthesized existing knowledge and expert opinion to formulate ten guiding principles for biodiversity data management and interoperability, presented as 'The Bari Manifesto'. These principles address data planning, structure, metadata, services, quality, workflows, provenance, ontologies, preservation, and accessibility, with specific actions outlined for different contributing organizations.

ContextBiodiversity informatics and data management for environmental monitoring and policy.

Variables

IVAdherence to the ten principles of The Bari Manifesto.

DVInteroperability of biodiversity data products.

CVType of biodiversity data, data sources, stakeholder groups.

Strengths & Limitations

Strengths

+Comprehensive framework covering multiple aspects of data management.
+Addresses the need for collaboration among diverse stakeholders.

Limitations

It can be challenging to implement all ten principles perfectly, especially with limited resources or time in a design project.

Reliability & validity

The reliability and validity of the manifesto itself are based on expert consensus and the comprehensive nature of the principles proposed, aiming for broad applicability. Empirical validation would require studies assessing the impact of its implementation.

Think critically

To what extent can the principles of 'The Bari Manifesto' be applied to non-biodiversity related data to improve interoperability in other scientific domains?

Design Principles

"Standardize data structures, metadata, and workflows to ensure seamless integration and analysis of diverse datasets for comprehensive monitoring and research."

In an era of complex global challenges like climate change and sustainable development, the ability to aggregate and analyze diverse biodiversity datasets is crucial. This framework provides a roadmap for creating coherent, globally-oriented data products from disparate sources, fostering collaboration and informed decision-making.

What This Means for Your Design

Think of it like creating a universal adapter for different electronic plugs. This research created a set of rules (the 'Bari Manifesto') so that different biodiversity data sources can 'talk' to each other easily, helping us understand changes in nature better.

How to use in your project

1.Reference 'The Bari Manifesto' when discussing data management strategies or the importance of data interoperability in your design project's documentation.

Add to My Project

Quick Cite

Paragraph starter

The principles outlined in 'The Bari Manifesto' (Hardisty et al., 2018) provide a valuable framework for ensuring data interoperability. By adhering to these ten principles, which cover aspects such as data management planning, metadata standards, and data accessibility, design projects can significantly enhance the usability and integration of their collected data with broader scientific efforts, thereby increasing their overall impact and contribution to understanding complex environmental systems.

Source

Ecological Informatics

The Bari Manifesto: An interoperability framework for essential biodiversity variables

journal · 2018

View source

Questions About This Research

What does the research say about a ten-principle framework for interoperable biodiversity data products?: Implement data management strategies that prioritize interoperability, metadata standards, and clear provenance to facilitate the integration and utilization of biodiversity data across different projects and organizations. Evidence: Ecological Informatics (2018).
Why does "A Ten-Principle Framework for Interoperable Biodiversity Data Products" matter for design?: In an era of complex global challenges like climate change and sustainable development, the ability to aggregate and analyze diverse biodiversity datasets is crucial. This framework provides a roadmap for creating coherent, globally-oriented data products from disparate sources, fostering collaboration and informed decision-making.
How can designers apply this research?: Implement data management strategies that prioritize interoperability, metadata standards, and clear provenance to facilitate the integration and utilization of biodiversity data across different projects and organizations.
What were the main findings?: Ten core principles for biodiversity data interoperability have been defined.. These principles cover critical aspects from data planning to accessibility.. The framework aims to support the operationalization of Essential Biodiversity Variables (EBVs).. Specific actions are recommended for data standards bodies, research data infrastructures, research communities, and funders.
What research method was used?: Development of a principled framework based on expert consensus and literature review..
How strong is the evidence?: Evidence strength is rated Strong effect, based on a 2018 journal from Ecological Informatics.
What should I do differently in my next project?: When designing data collection, management, or analysis systems for biodiversity-related projects, integrate the ten principles of The Bari Manifesto, focusing on metadata richness, standardized vocabularies, and robust data quality assurance.
What are the limitations?: The effectiveness of the manifesto relies on the adoption and adherence of various stakeholders, and its application may require adaptation to specific local contexts.