June 29, 2023 article Machine Learning in Environmental Research: Common Pitfalls and Best Practices Environmental Science & Technology DOI: 10.1021/acs.est.3c00026 OpenAlex Authors 0 Author list not loaded yet. Cited by 4 stored of 673 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Artificial intelligence in soil ecotoxicology: A critical review and perspective on micro/nanoplastic exposure to earthworms 2026 Soil Biology and Biochemistry article Environmental Science Microplastics and Plastic Pollution 0 citations Addressing the Data Scarcity Problem in Ecotoxicology via Small Data Machine Learning Methods 2025 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology Open access 55 citations Perspectives on Advancing Multimodal Learning in Environmental Science and Engineering Studies 2024 Environmental Science & Technology article Computer Science Multimodal Machine Learning Applications 30 citations Application of Machine Learning in Nanotoxicology: A Critical Review and Perspective 2024 Environmental Science & Technology article Materials Science Machine Learning in Materials Science Open access 32 citations 4 results References 0