FAIR environmental data

FAIR suspect lists for
non-target screening.

The NORMAN Suspect List Exchange (NORMAN-SLE) is a community-driven hub of curated suspect lists and chemical information that supports high-resolution mass spectrometry (HRMS) screening, environmental monitoring, and exposomics.

NORMAN-SLE snapshot
Illustrative numbers, updated via the SLE database.
HRMS screening
Lists 0 Community collections
Compounds 0 Unique structures
Identifiers InChI, InChIKey, SMILES, CAS, DTXSID, PubChem CIDs…
Use cases Screening, prioritisation, risk assessment

What NORMAN-SLE provides

NORMAN-SLE brings together FAIR suspect lists, chemical identifiers and interoperable formats that can be reused across laboratories, projects and regulatory workflows.

Curated suspect lists

Community-contributed lists bring together chemicals of interest for HRMS screening, covering pesticides, pharmaceuticals, PFAS, plastics-related chemicals and more.

Stable DOIs via Zenodo enable citation, versioning and measurable impact.

Rich chemical identifiers

Entries are harmonised and enriched with Name, InChI, InChIKey, SMILES, CAS, DTXSID and PubChem CIDs to support unambiguous structure-based workflows.

Identifiers follow FAIR principles to support interoperability and reuse.

Integration & reuse

Curated content feeds the NORMAN Substance Database, PubChem and related platforms, enabling broad reuse in environmental monitoring and risk assessment.

The same lists can be shared across labs, projects and regulatory workflows.

  • NORMAN-SLE
About NORMAN-SLE

NORMAN provides FAIR suspect lists and data solutions.

NORMAN-SLE was established within the NORMAN Network to host community-contributed suspect lists for high-resolution mass spectrometry (HRMS) screening. It brings together curated chemical structures, identifiers and expert annotations that support specialist analysis through to systematic, large-scale environmental surveillance.

Each list contains chemicals of interest in specific contexts – for example pesticides, transformation products, PFAS, cosmetics, industrial chemicals, food contact materials or indoor-dust contaminants. This allows researchers and regulators to search for features in complex samples using exact mass and structural information, while reusing the same lists across projects and laboratories.

By following FAIR principles (Findable, Accessible, Interoperable, Reusable) and assigning DOIs via Zenodo, NORMAN-SLE enables transparent citation, traceable versioning and measurable impact through views, downloads and citations.

  • FAIR suspect lists with stable DOIs and machine-readable metadata.
  • Coverage of PFAS, TPs, FCCs, pharmaceuticals, cosmetics and many other CECs.
  • Integration with the NORMAN Database System, PubChem, CompTox and more

Key domains

Explore our suspect list coverage

NORMAN-SLE suspect lists span a wide range of chemicals, enabling cross-matrix screening from water and soil to indoor dust and biomonitoring samples.

🧪

PFAS & fluorinated compounds

Extensive sets of per- and polyfluoroalkyl substances (PFAS) and other fluorinated compounds support dedicated PFAS screening campaigns.

🔁

Transformation products

Lists of transformation products, metabolites and degradates expand monitoring beyond parent compounds to environmentally relevant TP networks.

🌱

Pesticides & biocides

Well-curated pesticides and biocides lists, including transformation products, support agricultural and regulatory applications.

🍽️

Plastics & food contact chemicals

Plastics-related chemicals and food contact chemicals (FCCs) enable investigations of packaging, microplastics and related exposure pathways.

💄

Cosmetics & personal care

Suspect lists for cosmetics and personal-care ingredients capture compounds relevant for human exposure and indoor environments.

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Environmental & human exposure

Broad lists for water, air, soil, indoor dust and biomonitoring samples support comprehensive exposure assessment across matrices.

Interactive overview

NORMAN-SLE at a glance

Hover over each hexagon to explore key workflows powered by NORMAN-SLE data.

Explore Browse lists

Discover suspect lists by theme, matrix or source, with DOIs and rich metadata.

Download data

Export harmonised CSV/TSV files ready for HRMS screening and downstream tools.

PFAS & TPs

Explore PFAS, transformation products and other CECs used in environmental studies.

HRMS screening

Use NORMAN-SLE suspect lists for non-target and suspect HRMS workflows.