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
-
- Spectroscopy and Chemometric Analyses 66
- Biophysics 20
- Cell Image Analysis Techniques 11
- Co-authors
- Svante Wold (17 shared papers)Elaine C. Holmes (11 shared papers)Torbjörn Lundstedt (21 shared papers)Lennart Eriksson (15 shared papers)Thomas Moritz (31 shared papers)Jeremy Kirk Nicholson (9 shared papers)Olivier Cloarec (12 shared papers)Max Bylesjö (12 shared papers)
- Journals
- Journal of Chemometrics (23 papers)Analytical Chemistry (13 papers)Chemometrics and Intelligent Laboratory Systems (9 papers)PLoS ONE (9 papers)Journal of Proteome Research (7 papers)
- Partner nations
- SwedenGermanyUnited Kingdom
In The Last Decade
Johan Trygg
186 papers receiving 17.2k citations
Johan Trygg's Hit Papers
Peers
Comparison fields: 5 of 198
- Analytical Chemistry 2.9k
- Biophysics 857
- Molecular Biology 9.2k
- Spectroscopy 1.9k
- Complementary and alternative medicine 687
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 195 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 | 2022 |
| 2 | OPLS discriminant analysis: combining the strengths of PLS‐DA and SIMCA classification Hit paper breakdown → | 2006 | 1272 |
| 3 | Chemometrics in Metabonomics Hit paper breakdown → | 2006 | 1100 |
| 4 | Visualization of GC/TOF-MS-Based Metabolomics Data for Identification of Biochemically Interesting Compounds Using OPLS Class Models Hit paper breakdown → | 2007 | 1073 |
| 5 | Statistical Total Correlation Spectroscopy: An Exploratory Approach for Latent Biomarker Identification from Metabolic 1 H NMR Data Sets Hit paper breakdown → | 2005 | 780 |
| 6 | The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models Hit paper breakdown → | 2010 | 708 |
| 7 | CV‐ANOVA for significance testing of PLS and OPLS® models Hit paper breakdown → | 2008 | 646 |
| 8 | 2004 | 516 | |
| 9 | Some recent developments in PLS modeling Hit paper breakdown → | 2001 | 465 |
| 10 | 2009 | 463 | |
| 11 | 2005 | 450 | |
| 12 | 2005 | 370 | |
| 13 | 2007 | 361 | |
| 14 | 2003 | 285 | |
| 15 | 2008 | 284 | |
| 16 | 2014 | 255 | |
| 17 | 2004 | 227 | |
| 18 | 2021 | 218 | |
| 19 | 2007 | 208 | |
| 20 | 2002 | 207 |
About Johan Trygg
Johan Trygg is a scholar working on Analytical Chemistry, Biophysics, Molecular Biology, Spectroscopy and Waste Management and Disposal, having authored 195 papers that have together received 17.6k indexed citations. Recurring topics across this work include Spectroscopy and Chemometric Analyses (66 papers), Metabolomics and Mass Spectrometry Studies (49 papers), Analytical Chemistry and Chromatography (19 papers), Advanced Chemical Sensor Technologies (17 papers), Water Quality Monitoring and Analysis (13 papers), Fault Detection and Control Systems (12 papers), Cell Image Analysis Techniques (11 papers) and Computational Drug Discovery Methods (9 papers). The work is most often cited by research in Analytical Chemistry (2.9k citations), Biophysics (857 citations), Molecular Biology (9.2k citations), Spectroscopy (1.9k citations) and Complementary and alternative medicine (687 citations). Johan Trygg has collaborated with scholars based in Sweden, Germany and United Kingdom. Frequent co-authors include Svante Wold, Elaine C. Holmes, Torbjörn Lundstedt, Lennart Eriksson, Thomas Moritz, Jeremy Kirk Nicholson, Olivier Cloarec, Max Bylesjö, Henrik Antti and Mattias Rantalainen. Their work appears in journals such as Journal of Chemometrics, Analytical Chemistry, Chemometrics and Intelligent Laboratory Systems, PLoS ONE and Journal of Proteome Research.
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.