#GBIF #BiodiversityInformatics #NaturalHistoryCollections
#OpenData #FAIRdata #OpenScience

Working with biodiversity images means working with:
data, law, infrastructure, and time. This paper is a reminder that how we access images shapes the knowledge we build from them.

📄 Read the paper: doi.org/10.17161/bi....

This paper doesn’t stop at diagnosing the problem.

Authors propose practical solutions, including:
• incremental image downloads
• license-aware workflows
• provider-level filtering
• strategies to reduce link rot

These issues matter for:
• reproducibility
• legal reuse
• long-term accessibility
• trustworthy biodiversity workflows

Ignoring them can silently undermine research at scale.

The paper identifies four key challenges when downloading specimen images from GBIF:

1️⃣ Licenses — what can you legally reuse?
2️⃣ Citation — how should images be credited?
3️⃣ Providers — filtering by institution or source
4️⃣ Link rot — images that disappear over time

Images are not just “data”.

Specimen images underpin:
• machine learning
• image analysis
• large-scale biodiversity research

But reusing them responsibly requires more than a download button.

Working with specimen images from Global Biodiversity Information Facility (GBIF)?

This paper breaks down why downloading images is trickier than it looks—and how to do it right.

📄 Biodiversity Informatics
🔗 DOI: 10.17161/bi.v20i1.24326

What do we mean by biodiversity informatics?

The science of integrating biodiversity data, computational tools, and analytical frameworks to understand life on Earth 🔬🌍.

🌱 Welcome to Biodiversity Informatics!
A diamond open-access journal at the intersection of biodiversity, data, informatics & AI.
No APCs. No paywalls. Just open science.

🔗 journals.ku.edu/jbi