Tool
Amazon.ia — Inteligencia Ambiental
A developing Amazon-wide biodiversity monitoring initiative that aims to combine field observations, satellite data and AI to inform conservation and restoration decisions.
Scientific Paper
Opening ecological data to reduce bias and strengthen AI in ecology
Michele Torresani et al. · 2026-10-12
What it covers
This BioScience viewpoint argues for representative ecological datasets, transparent AI models and responsible data sharing, with protections for sensitive species information and community knowledge.
Who it helps
Intended audience has not been documented.
Limitations
Publisher article text reviewed. Viewpoint, not a new empirical study; no new data reported. Stable DOI replaces supplied expiring tokenized PDF URL.
Show citation
Michele Torresani et al.. 2026-10-12. Opening ecological data to reduce bias and strengthen AI in ecology. https://doi.org/10.1093/biosci/biag147 (AI & Environment Resource Hub; record paper-opening-ecological-data-biag147; collection snapshot 2026-10-18).
Classification and context
Included in the original Scientific Paper collection. Labels below are metadata based suggestions. They are not verified findings, claims of effectiveness, or endorsements.
lifecycle
Unclassified
Available source metadata
- Author or creator
- Michele Torresani et al.
- Publisher
- BioScience
- Publication date
- 2026-10-12
- Date precision
- day
- Geographic scope
- Unknown
- Language
- unknown
- Peer review
- unknown
- Source access
- Not checked
- Metadata confidence
- Metadata unconfirmed
- Last verified
- Not yet verified
- Snapshot import
- 2026-10-18
- Legacy domain
- Biodiversity & Ecosystems
- Legacy subdomain
- Unknown or not supplied
- journal
- BioScience
- source evidence
- https://academic.oup.com/bioscience/advance-article/doi/10.1093/biosci/biag147/8909499?searchresult=1
- metadata reviewed at
- 2026-10-18
- review evidence
- https://academic.oup.com/bioscience/advance-article/doi/10.1093/biosci/biag147/8909499?searchresult=1
- context reviewed at
- 2026-10-18
Provenance and review
- Source access
- Not checked
- Metadata confidence
- Metadata unconfirmed
- Editorial relevance
- AI for environmental action
- Evidence quality
- Evidence quality has not been separately assessed.
Source sheet: Scientific Paper · Row 534 · Original ID: paper-opening-ecological-data-biag147.
A paper listing is not a quality assessment. Peer review and findings require source-level confirmation. Source link has not yet been checked. The import date is not the original date added.
Suggest a correction for this record →Newsletter appearances
Publication, placement, and evidence are tracked separately. A legacy coverage flag alone does not prove an appearance.
- Issue 63 · draft · resource list
User approved Issue 63 logging on October 18, 2026; publication not confirmed.
Related through shared environmental topics
Ordered by the number of shared provisional topic labels. This indicates a browsing connection, not agreement between sources.
Shared topics: Research tools and geospatial methods; Biodiversity and ecosystems
Shared topics: Research tools and geospatial methods; Biodiversity and ecosystems
Tool
Another way to view our planet: OlmoEarth embeddings
Ai2's interactive guide demonstrates OlmoEarth satellite embeddings through landscape similarity, change detection and land-cover examples, and links to a free, no-sign-in global embeddings explorer.
Shared topics: Governance and society; Research tools and geospatial methods
Scientific Paper · 2026-09-02
Assessment and good practices identification among NAPs of developing countries
A review of 60 national adaptation plans submitted by developing countries evaluates plan coverage and consistency and identifies gaps in monitoring, participation and financing.
Shared topics: Governance and society; Biodiversity and ecosystems
Organization · Other
Blue Convergence Fund
Dedicated to funding research and outreach that drives innovative policy solutions in ocean sustainability, Blue Convergence Fund supports grants, provides outreach & engagement, and develops communities of practice on topics identified by the needs of coastal communities, managers, stakeholders and rights holders.