Szczegóły publikacji
Opis bibliograficzny
ApisTox: a new benchmark dataset for the classification of small molecules toxicity on honey bees / Jakub ADAMCZYK, Jakub Poziemski, Paweł Siedlecki // Scientific Data [Dokument elektroniczny]. – Czasopismo elektroniczne ; ISSN 2052-4463 . — 2025 — vol. 12 art. no. 5, s. 1–15. — Wymagania systemowe: Adobe Reader. — Bibliogr. s. 13–15, Abstr. — Publikacja dostępna online od: 2025-01-02
Autorzy (3)
- AGHAdamczyk Jakub
- Poziemski Jakub
- Siedlecki Paweł
Dane bibliometryczne
| ID BaDAP | 157889 |
|---|---|
| Data dodania do BaDAP | 2025-03-06 |
| Tekst źródłowy | URL |
| DOI | 10.1038/s41597-024-04232-w |
| Rok publikacji | 2025 |
| Typ publikacji | artykuł w czasopiśmie |
| Otwarty dostęp |  |
| Creative Commons | |
| Czasopismo/seria | Scientific Data |
Abstract
The global decline in bee populations poses significant risks to agriculture, biodiversity, and environmental stability. To bridge the gap in existing data, we introduce ApisTox, a comprehensive dataset focusing on the toxicity of pesticides to honey bees (Apis mellifera). This dataset combines and leverages data from existing sources such as ECOTOX and PPDB, providing an extensive, consistent, and curated collection that surpasses the previous datasets. ApisTox incorporates a wide array of data, including toxicity levels for chemicals, details such as time of their publication in literature, and identifiers linking them to external chemical databases. This dataset may serve as an important tool for environmental and agricultural research, but also can support the development of policies and practices aimed at minimizing harm to bee populations. Finally, ApisTox offers a unique resource for benchmarking molecular property prediction methods on agrochemical compounds, facilitating advancements in both environmental science and chemoinformatics. This makes it a valuable tool for both academic research and practical applications in bee conservation.
