Log Kow Aquatic Toxicity Values and QSAR Models from EPA Study

U.S. Environmental Protection Agency data compiles chemical hydrophobicity (Log Kow), solubility, and aquatic toxicity values with associated QSAR models. The dataset supports the 2022 publication 'Relationships between aquatic toxicity, chemical hydrophobicity, and mode of action: log Kow revisited'. Specific row and column counts are not provided in the input.

Use Cases

• Develop QSAR models to predict aquatic toxicity from Log Kow and solubility values.
• Analyze relationships between chemical hydrophobicity (Log Kow) and mode of action for environmental risk assessment.
• Validate published toxicity models using the compiled Log Kow, solubility, and toxicity data.

Strengths

• Data is associated with a peer-reviewed publication in a scientific journal (Archives of Environmental Contamination and Toxicology, 2022).
• Compiles multiple key environmental chemistry parameters: Log Kow, solubility, toxicity values, and QSAR models.
• Provided by the authoritative U.S. Environmental Protection Agency.

Limitations

• Dataset structure, including row and column counts, is unknown and described only within the XLS files.
• Data is provided in XLS format, which may require specific software or conversion for programmatic analysis.
• The absence of sample data prevents assessment of data completeness and consistency prior to download.

Provenance

Source

U.S. Environmental Protection Agency

Collection Method

Compiled for the associated scientific publication; methodology described within the data spreadsheets.

Freshness

Last updated on 2024-06-30.