Johan Trygg
Impact in
- Analytical Chemistry top 0.05%
- Spectroscopy and Chemometric Analyses
- Biophysics top 0.2%
- Spectroscopy Techniques in Biomedical and Chemical Research
Papers in
-
- Metabolomics and Mass Spectrometry Studies 45
-
- Spectroscopy and Chemometric Analyses 61
- Co-authors
- Svante Wold (17 shared papers)Elaine Holmes (11 shared papers)Torbjörn Lundstedt (18 shared papers)Lennart Eriksson (15 shared papers)Thomas Möritz (30 shared papers)Jeremy K. Nicholson (9 shared papers)Olivier Cloarec (11 shared papers)Max Bylesjö (12 shared papers)
- Journals
- Journal of Chemometrics (23 papers)Analytical Chemistry (13 papers)PLoS ONE (9 papers)Chemometrics and Intelligent Laboratory Systems (9 papers)Metabolomics (7 papers)
- Partner nations
- SwedenGermanyUnited Kingdom
In The Last Decade
Johan Trygg
174 papers receiving 15.4k citations
Johan Trygg's Hit Papers
Peers
Comparison fields: 5 of 197
- Analytical Chemistry 2.7k
- Biophysics 769
- Molecular Biology 8.2k
- Spectroscopy 1.7k
- Complementary and alternative medicine 645
Countries citing papers authored by Johan Trygg
This map shows the geographic impact of Johan Trygg's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Johan Trygg with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Johan Trygg more than expected).
Fields of papers citing papers by Johan Trygg
This network shows the impact of papers produced by Johan Trygg. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Johan Trygg. The network helps show where Johan Trygg may publish in the future.
Co-authors
The 25 scholars most cited alongside Johan Trygg, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 178 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Orthogonal projections to latent structures (O‐PLS) Hit paper breakdown → | 2002 | 1923 |
| 2 | OPLS discriminant analysis: combining the strengths of PLS‐DA and SIMCA classification Hit paper breakdown → | 2006 | 1217 |
| 3 | Chemometrics in Metabonomics Hit paper breakdown → | 2006 | 1040 |
| 4 | Visualization of GC/TOF-MS-Based Metabolomics Data for Identification of Biochemically Interesting Compounds Using OPLS Class Models Hit paper breakdown → | 2007 | 1039 |
| 5 | Statistical Total Correlation Spectroscopy: An Exploratory Approach for Latent Biomarker Identification from Metabolic 1H NMR Data Sets Hit paper breakdown → | 2005 | 711 |
| 6 | CV‐ANOVA for significance testing of PLS and OPLS® models Hit paper breakdown → | 2008 | 635 |
| 7 | Evaluation of the Orthogonal Projection on Latent Structure Model Limitations Caused by Chemical Shift Variability and Improved Visualization of Biomarker Changes in 1H NMR Spectroscopic Metabonomic Studies Hit paper breakdown → | 2004 | 502 |
| 8 | Some recent developments in PLS modeling Hit paper breakdown → | 2001 | 455 |
| 9 | 2005 | 426 | |
| 10 | 2009 | 425 | |
| 11 | 2005 | 354 | |
| 12 | 2007 | 326 | |
| 13 | 2008 | 266 | |
| 14 | 2003 | 265 | |
| 15 | 2014 | 236 | |
| 16 | 2004 | 216 | |
| 17 | 2002 | 197 | |
| 18 | 2021 | 192 | |
| 19 | 2007 | 191 | |
| 20 | 2021 | 165 |
About Johan Trygg
Johan Trygg is a scholar working on Molecular Biology, Analytical Chemistry, Spectroscopy, Biomedical Engineering and Biophysics, having authored 178 papers that have together received 15.7k indexed citations. Recurring topics across this work include Spectroscopy and Chemometric Analyses (61 papers), Metabolomics and Mass Spectrometry Studies (45 papers), Analytical Chemistry and Chromatography (17 papers), Advanced Chemical Sensor Technologies (16 papers), Fault Detection and Control Systems (12 papers), Water Quality Monitoring and Analysis (12 papers), Computational Drug Discovery Methods (9 papers) and Spectroscopy Techniques in Biomedical and Chemical Research (9 papers). The work is most often cited by research in Analytical Chemistry (2.7k citations), Biophysics (769 citations), Molecular Biology (8.2k citations), Spectroscopy (1.7k citations) and Complementary and alternative medicine (645 citations). Johan Trygg has collaborated with scholars based in Sweden, Germany and United Kingdom. Frequent co-authors include Svante Wold, Elaine Holmes, Torbjörn Lundstedt, Lennart Eriksson, Thomas Möritz, Jeremy K. Nicholson, Olivier Cloarec, Max Bylesjö, Henrik Antti and Mattias Rantalainen. Their work appears in journals such as Journal of Chemometrics, Analytical Chemistry, PLoS ONE, Chemometrics and Intelligent Laboratory Systems and Metabolomics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.