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Linking Micropollutant Mixtures and Macroinvertebrate Ecological Health Using Ai-Based Toxicity Predictions

https://doi.org/10.2139/ssrn.5392191
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/etc.2018openalex-snapshot
Bridging environmental mixtures and toxic effects
inferredcites →https://doi.org/10.1002/etc.2580openalex-snapshot
Realistic environmental mixtures of micropollutants in surface, drinking, and recycled water: Herbicides dominate the mixture toxicity toward algae
inferredcites →https://doi.org/10.1002/etc.5324openalex-snapshot
The ECOTOXicology Knowledgebase: A Curated Database of Ecologically Relevant Toxicity Tests to Support Environmental Research and Risk Assessment
inferredcites →https://doi.org/10.1007/s10311-020-01107-5openalex-snapshot
Modeling the toxicity of pollutants mixtures for risk assessment: a review
inferredcites →https://doi.org/10.1016/j.envint.2025.109370openalex-snapshot
AI-aided chronic mixture risk assessment along a small European river reveals multiple sites at risk and pharmaceuticals being the main risk drivers
inferredcites →https://doi.org/10.1016/j.scitotenv.2017.09.049openalex-snapshot
Currently and recently used pesticides in Central European arable soils
inferredcites →https://doi.org/10.1016/j.scitotenv.2017.11.032openalex-snapshot
Lentic small water bodies: Variability of pesticide transport and transformation patterns
inferredcites →https://doi.org/10.1016/j.scitotenv.2020.141224openalex-snapshot
Occurrence of regulated pollutants in populated Mediterranean basins: Ecotoxicological risk and effects on biological quality
inferredcites →https://doi.org/10.1016/j.scitotenv.2023.162105openalex-snapshot
Temporal scales of pesticide exposure and risks in German small streams
inferredcites →https://doi.org/10.1016/j.scitotenv.2024.171054openalex-snapshot
A multi-scenario risk assessment strategy applied to mixtures of chemicals of emerging concern in the River Aconcagua basin in Central Chile
inferredcites →https://doi.org/10.1016/s0043-1354(01)00310-4openalex-snapshot
The significance of entry routes as point and non-point sources of pesticides in small streams
inferredcites →https://doi.org/10.1021/acs.est.1c08399openalex-snapshot
Anthropogenic Chemicals As Underestimated Drivers of Biodiversity Loss: Scientific and Societal Implications
inferredcites →https://doi.org/10.1038/s41559-023-02117-6openalex-snapshot
Better integration of chemical pollution research will further our understanding of biodiversity loss
inferredcites →https://doi.org/10.1038/s41586-025-08752-2openalex-snapshot
The global human impact on biodiversity
inferredcites →https://doi.org/10.1126/sciadv.adk6669openalex-snapshot
Transformers enable accurate prediction of acute and chronic chemical toxicity in aquatic organisms
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