Identification of organic chemical indicators for tracking pollution sources in groundwater by machine learning from GC-HRMS-based suspect and non-target screening data

Identifying Small Molecules via High Resolution Mass Spectrometry: Communicating Confidence

Emma Schymanski, Junho Jeon, Rebekka Gulde et al. · Environmental Science & Technology · 2014 · 4.2K citations · Full text

Natural Sciences, Chemistry, Toxicology +11

Centering, scaling, and transformations: improving the biological information content of metabolomics data

Robert A. van den Berg, Huub C. J. Hoefsloot, Johan A. Westerhuis et al. · BMC Genomics · 2006 · 2.4K citations · Full text

Life Sciences, Biochemistry, Biostatistics +16

Machine Learning: New Ideas and Tools in Environmental Science and Engineering

Shifa Zhong, Kai Zhang, Majid Bagheri et al. · Environmental Science & Technology · 2021 · 922 citations · Full text

Natural Sciences, Environmental Engineering, Environmental Sciences +9

Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies

Ewa Szymańska, Edoardo Saccenti, Age K. Smilde et al. · Metabolomics · 2011 · 880 citations · Full text

Life Sciences, Biochemistry, Biostatistics +16

Flame Retardants in Indoor Air at an Electronics Recycling Plant and at Other Work Environments

Andreas Sjödin, Kaj Thuresson, Sverker Sjölin et al. · Environmental Science & Technology · 2000 · 501 citations

Natural Sciences, Environmental Sciences, Toxicology +17