Emma L. Schymanski

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 1%percentile

12.9Author DataRank

Indexed papers

9in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 9 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Per- and Polyfluoroalkyl Substances (PFAS) in PubChem: 7 Million and Growing

Environmental Science & Technology(2023)10.1021/acs.est.3c04855

Top 5%

4.1DataRank

Top 5%306 citations

Jian Zhang, Paul Thiessen, Parviel Chirsir, Todor Kondić, Evan E. Bolton +1 more

Papers

Driven by 39 papers — median percentile 81. Top paper: “Per- and Polyfluoroalkyl Substances (PFAS) in PubChem: 7 Million and Growing”.

Per- and Polyfluoroalkyl Substances (PFAS) in PubChem: 7 Million and Growing

Environmental Science & Technology(2023)10.1021/acs.est.3c04855

Top 5%

4.1DataRank

Top 5%306 citations

Jian Zhang, Paul Thiessen, Parviel Chirsir, Todor Kondić, Evan E. Bolton +1 more

The NORMAN Suspect List Exchange (NORMAN-SLE): facilitating European and worldwide collaboration on suspect screening in high resolution mass spectrometry

Environmental Sciences Europe(2022)10.1186/s12302-022-00680-6

Top 8%

2.8DataRank

Top 8%168 citations

Reza Aalizadeh, ‪Nikiforos Alygizakis, Jean‐Philippe Antignac, Hans Peter H. Arp, Richard Bade +92 more

An annotation database for chemicals of emerging concern in exposome research

Environment International(2021)10.1016/j.envint.2021.106511

Top 14%

1.5DataRank

Top 14%62 citations

M.H. Lamoree, Timo Hamers, Jean‐Philippe Antignac, Sébastien Hutinet, Laurent Debrauwer +8 more

Open access repository-scale propagated nearest neighbor suspect spectral library for untargeted metabolomics

Nature Communications(2023)10.1038/s41467-023-44035-y

Top 15%

1.4DataRank

Top 15%82 citations

Nicole E. Avalon, Sydney P. Thomas, Sarvar A. Kakhkhorov, Alexander A. Aksenov, Paulo Wender Portal Gomes +27 more

Adding open spectral data to MassBank and PubChem using open source tools to support non-targeted exposomics of mixtures

Environmental Science Processes & Impacts(2023)10.1039/d3em00181d

Top 19%

1.1DataRank

Top 19%28 citations

Todor Kondić, Randolph R. Singh, Benjamin A. Shoemaker, Paul Thiessen, Jian Zhang +3 more

The exposome and health: Where chemistry meets biology

Science(2020)10.1126/science.aay3164

N/A

1.0DataRank · unranked

962 citations

Emma L. Schymanski, Albert-László Barabási, Gary W. Miller, Roel Vermeulen

PubChemLite Plus Collision Cross Section (CCS) Values for Enhanced Interpretation of Nontarget Environmental Data

Environmental Science & Technology Letters(2025)10.1021/acs.estlett.4c01003

Top 26%

0.766DataRank

Top 26%20 citations

Dylan H. Ross, Valentin Grouès, Dagny Aurich, Allison M. Krinsky, Sunghwan Kim +8 more

Open Access Repository-Scale Propagated Nearest Neighbor Suspect Spectral Library for Untargeted Metabolomics

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.05.15.490691

Top 33%

0.597DataRank

Top 33%28 citations

Nicole E. Avalon, Sydney P. Thomas, Sarvar A. Kakhkhorov, Alexander A. Aksenov, Paulo Wender Portal Gomes +27 more

Studying the Parkinson’s disease metabolome and exposome in biological samples through different analytical and cheminformatics approaches: a pilot study

Analytical and Bioanalytical Chemistry(2022)10.1007/s00216-022-04207-z

N/A

0.546DataRank · unranked

37 citations

Dagny Aurich, Velma T. E. Aho, Randolph R. Singh, Tiejun Cheng, Leonid Zaslavsky +5 more

Extraction of chemical structures from literature and patent documents using open access chemistry toolkits: a case study with PFAS

Digital Discovery(2022)10.1039/d2dd00019a

N/A

0.520DataRank · unranked

31 citations

Timo Böhme, Stephen Boyer, Matthias Irmer, Christoph Ruttkies, Ian Wetherbee +4 more

Multidimensional library for the improved identification of per- and polyfluoroalkyl substances (PFAS)

Scientific Data(2025)10.1038/s41597-024-04363-0

N/A

0.487DataRank · unranked

15 citations

Anna K. Boatman, James N. Dodds, Kaylie I. Kirkwood‐Donelson, Jack P. Ryan, Jian Zhang +8 more

Empowering Large Chemical Knowledge Bases for Exposomics: Pubchemlite Meets Metfrag

Research Square(2020)10.21203/rs.3.rs-107432/v1

Top 41%

0.456DataRank

Top 41%12 citations

Todor Kondić, Steffen Neumann, Paul Thiessen, Jian Zhang, Evan E. Bolton +1 more

ShinyTPs: Curating Transformation Products from Text Mining Results

Environmental Science & Technology Letters(2023)10.1021/acs.estlett.3c00537

N/A

0.373DataRank · unranked

11 citations

Parviel Chirsir, Jessy Krier, Paul Thiessen, Jian Zhang, Evan E. Bolton +2 more

Per- and polyfluoroalkyl substances (PFAS) in PubChem: 7 million and growing

ChemRxiv(2023)10.26434/chemrxiv-2023-j823z

N/A

0.345DataRank · unranked

9 citations

Jian Zhang, Paul Thiessen, Parviel Chirsir, Todor Kondić, Evan E. Bolton +1 more

ELIXIR and Toxicology: a community in development

F1000Research(2023)10.12688/f1000research.74502.2

N/A

0.312DataRank · unranked

7 citations

Rob Stierum, Emma L. Schymanski, Chris T. Evelo, Reza Aalizadeh, Hristo Aladjov +64 more

ELIXIR and Toxicology: a community in development

F1000Research(2021)10.12688/f1000research.74502.1

N/A

0.312DataRank · unranked

7 citations

Rob Stierum, Emma L. Schymanski, Chris T. Evelo, Reza Aalizadeh, Hristo Aladjov +64 more

Extraction of Chemical Structures from Literature and Patent Documents using Open Access Chemistry Toolkits: A Case Study with PFAS

ChemRxiv(2022)10.26434/chemrxiv-2022-nmnnd-v3

N/A

0.292DataRank · unranked

6 citations

Timo Böhme, Stephen Boyer, Matthias Irmer, Christoph Ruttkies, Ian Wetherbee +4 more

The NORMAN Suspect List Exchange (NORMAN-SLE): Facilitating European and Worldwide Collaboration on Suspect Screening in High Resolution Mass Spectrometry

Research Square(2022)10.21203/rs.3.rs-1902466/v1

Top 58%

0.269DataRank

Top 58%5 citations

Reza Aalizadeh, ‪Nikiforos Alygizakis, Jean-Philippe Antignac, Hans Peter H. Arp, Richard Bade +92 more

Can Small Molecules Provide Clues on Disease Progression in Cerebrospinal Fluid from Mild Cognitive Impairment and Alzheimer’s Disease Patients?

ChemRxiv(2023)10.26434/chemrxiv-2023-6j2gm-v2

N/A

0.269DataRank · unranked

5 citations

Arnaud Mary, Carmen Venegas, Tiejun Cheng, Leonid Zaslavsky, Evan E. Bolton +3 more

ShinyTPs: Curating transformation products from text mining results

ChemRxiv(2023)10.26434/chemrxiv-2023-xm41h

N/A

0.104DataRank · unranked

1 citations

Parviel Chirsir, Jessy Krier, Paul Thiessen, Jian Zhang, Evan E. Bolton +2 more

Leveraging open cheminformatics tools for non-targeted metabolomics analysis of C. elegans: a workflow comparison and application to strains related to xenobiotic metabolism and neurodegeneration

ChemRxiv(2025)10.26434/chemrxiv-2025-gdhkd

N/A

0DataRank · unranked

0 citations

Yunjia Lai, Emma L. Schymanski, Gary W. Miller, Gianfranco Frigerio

Improving Target and Suspect Screening High-Resolution Mass Spectrometry Workflows in Environmental Analysis by Ion Mobility Separation

Environmental Science & Technology(2020)10.1021/acs.est.0c05713

N/A

0DataRank · unranked

134 citations

Juan V. Sancho, Emma L. Schymanski, David Fabregat‐Safont, María Ibáñez, Jeff Goshawk +4 more

Discovering pesticides and their TPs in Luxembourg waters using open cheminformatics approaches

Environment International(2021)10.1016/j.envint.2021.106885

N/A

0DataRank · unranked

54 citations

Randolph R. Singh, Todor Kondić, Adelene Lai, Philippe Diderich, Jian Zhang +4 more

FAIR chemical structures in the Journal of Cheminformatics

Journal of Cheminformatics(2021)10.1186/s13321-021-00520-4

N/A

0DataRank · unranked

42 citations

Evan E. Bolton, Emma L. Schymanski

Discovering Pesticides and their Transformation Products in Luxembourg Waters using Open Cheminformatics Approaches

Research Square(2021)10.21203/rs.3.rs-478324/v1

N/A

0DataRank · unranked

4 citations

Randolph R. Singh, Todor Kondić, Adelene Lai, Philippe Diderich, Jian Zhang +4 more

The Next Frontier of Environmental Unknowns: Substances of Unknown or Variable Composition, Complex Reaction Products, or Biological Materials (UVCBs)

Environmental Science & Technology(2022)10.1021/acs.est.2c00321

N/A

0DataRank · unranked

85 citations

Alex M. Clark, Beate I. Escher, Marc Fernández, Leah McEwen, Zhenyu Tian +3 more

Joint structural annotation of small molecules using liquid chromatography retention order and tandem mass spectrometry data

Nature Machine Intelligence(2022)10.1038/s42256-022-00577-2

N/A

0DataRank · unranked

36 citations

Emma L. Schymanski, Juho Rousu, Eric Bach

Enhancing spectral quality in complex environmental matrices: Supporting suspect and non-target screening in zebra mussels with ion mobility

Environment International(2022)10.1016/j.envint.2022.107585

N/A

0DataRank · unranked

17 citations

Alberto Celma, Emma L. Schymanski, Foon Yin Lai, Lubertus Bijlsma, Karin Wiberg +4 more

Joint structural annotation of small molecules using liquid chromatography retention order and tandem mass spectrometry data

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.02.11.480137

N/A

0DataRank · unranked

3 citations

Emma L. Schymanski, Juho Rousu, Eric Bach

Extracting and Comparing PFAS from Literature and Patent Documents using Open Access Chemistry Toolkits

ChemRxiv(2022)10.26434/chemrxiv-2022-nmnnd-v2

N/A

0DataRank · unranked

3 citations

Timo Böhme, Stephen Boyer, Matthias Irmer, Christoph Ruttkies, Ian Wetherbee +4 more

Extracting and Comparing PFAS from Literature and Patent Documents using Open Access Chemistry Toolkits

ChemRxiv(2022)10.26434/chemrxiv-2022-nmnnd

N/A

0DataRank · unranked

0 citations

Timo Böhme, Stephen Boyer, Matthias Irmer, Christoph Ruttkies, Todor Kondić +3 more

Non-target LC-HRMS to Study the Exposome of Mild Cognitive Impairment and Alzheimer’s Disease on Cerebrospinal Fluid

ChemRxiv(2023)10.26434/chemrxiv-2023-6j2gm

N/A

0DataRank · unranked

1 citations

Arnaud Mary, Tiejun Cheng, Leonid Zaslavsky, Evan E. Bolton, Michael T. Heneka +2 more

ShinyTPs: Curating transformation products from text mining results

ChemRxiv(2023)10.26434/chemrxiv-2023-xm41h-v2

N/A

0DataRank · unranked

1 citations

Parviel Chirsir, Jessy Krier, Paul Thiessen, Jian Zhang, Evan E. Bolton +2 more

Revealing Chemical Trends: Insights from Data-Driven Visualization and Patent Analysis in Exposomics Research

Environmental Science & Technology Letters(2024)10.1021/acs.estlett.4c00560

N/A

0DataRank · unranked

3 citations

Emma L. Schymanski, Flavio de Jesus Matias, Paul Thiessen, Jun Pang, Dagny Aurich

Can Small Molecules Provide Clues on Disease Progression in Cerebrospinal Fluid from Mild Cognitive Impairment and Alzheimer’s Disease Patients?

ChemRxiv(2024)10.26434/chemrxiv-2023-6j2gm-v3

N/A

0DataRank · unranked

1 citations

Arnaud Mary, Carmen Venegas, Tiejun Cheng, Leonid Zaslavsky, Evan E. Bolton +3 more

Revealing Chemical Trends: Insights from Data-Driven Visualisation and Patent Analysis in Exposomics Research

ChemRxiv(2024)10.26434/chemrxiv-2024-6jkxv

N/A

0DataRank · unranked

1 citations

Emma L. Schymanski, Flavio de Jesus Matias, Paul Thiessen, Jun Pang, Dagny Aurich

Reference library for suspect screening of environmental toxicants using ion mobility spectrometry-mass spectrometry

Communications Chemistry(2025)10.1038/s42004-025-01619-7

N/A

0DataRank · unranked

7 citations

Noor Aly, James N. Dodds, Jian Zhang, Paul Thiessen, Evan E. Bolton +6 more

Leveraging open cheminformatics tools for non-targeted metabolomics analysis of C. elegans: a workflow comparison and application to strains related to xenobiotic metabolism and neurodegeneration

Analytical and Bioanalytical Chemistry(2025)10.1007/s00216-025-06048-y

N/A

0DataRank · unranked

1 citations

Yunjia Lai, Emma L. Schymanski, Gary W. Miller, Gianfranco Frigerio

Updated Guidance for Communicating PFAS Identification Confidence with Ion Mobility Spectrometry

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.01.27.634925

N/A

0DataRank · unranked

5 citations

Jessie R. Chappel, Kaylie I. Kirkwood‐Donelson, Jonathon Fleming, David M. Reif, Emma L. Schymanski +3 more

Emma L. Schymanski

Indexed papers

Top data-sharing exemplar

Papers