Karel Hron

8.1k total citations · 2 hit papers
124 papers, 4.9k citations indexed

About

Karel Hron is a scholar working on Artificial Intelligence, Environmental Engineering and Mechanics of Materials. According to data from OpenAlex, Karel Hron has authored 124 papers receiving a total of 4.9k indexed citations (citations by other indexed papers that have themselves been cited), including 93 papers in Artificial Intelligence, 39 papers in Environmental Engineering and 21 papers in Mechanics of Materials. Recurrent topics in Karel Hron's work include Geochemistry and Geologic Mapping (91 papers), Soil Geostatistics and Mapping (39 papers) and Hydrocarbon exploration and reservoir analysis (21 papers). Karel Hron is often cited by papers focused on Geochemistry and Geologic Mapping (91 papers), Soil Geostatistics and Mapping (39 papers) and Hydrocarbon exploration and reservoir analysis (21 papers). Karel Hron collaborates with scholars based in Czechia, Austria and Spain. Karel Hron's co-authors include Peter Filzmoser, Clemens Reimann, Matthias Templ, Josep Antoni Martín Fernández, Javier Palarea‐Albaladejo, Željko Pedišić, Dorothea Dumuid, Tim Olds, Petra Kynčlová and Eva Fišerová and has published in prestigious journals such as Nature Communications, The Science of The Total Environment and Scientific Reports.

In The Last Decade

Karel Hron

117 papers receiving 4.8k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Principal component analysis for compositional data with outliers

2009 425 citations Peter Filzmoser, Karel Hron et al. profile →
Compositional data analysis for physical activity, sedentary time and sleep research

2017 339 citations Dorothea Dumuid, Josep Antoni Martín Fernández et al. Statistical Methods in Medical Research profile →

Peers

Karel Hron

POLLU

PHEOH

PHYSI

Josep Antoni Martín Fernández Spain

Juan José Egozcue Spain

Vera Pawlowsky‐Glahn Spain

Raimon Tolosana‐Delgado Germany

Matthias Templ Austria

Ming Ye China

K. Gerald van den Boogaart Germany

Ji China

Fei Wang China

R G Garrett Canada

Josep Antoni Martín Fernández Spain

Karel Hron

1.5k ×0.6

412 ×0.4

POLLU

792 ×1.1

PHEOH

404 ×0.6

617 ×1.1

PHYSI

Citations per year, relative to Karel Hron Karel Hron (= 1×) peers Josep Antoni Martín Fernández

Countries citing papers authored by Karel Hron

Since Specialization

Citations

This map shows the geographic impact of Karel Hron'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 Karel Hron with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Karel Hron more than expected).

Fields of papers citing papers by Karel Hron

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Karel Hron. 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 Karel Hron. The network helps show where Karel Hron may publish in the future.

Co-authorship network of co-authors of Karel Hron

This figure shows the co-authorship network connecting the top 25 collaborators of Karel Hron. A scholar is included among the top collaborators of Karel Hron based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Karel Hron. Karel Hron is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Idkowiak, Jakub, Jonas Dehairs, Xander Spotbeen, et al.. (2025). Best practices and tools in R and Python for statistical processing and visualization of lipidomics and metabolomics data. Nature Communications. 16(1). 8714–8714.

Machalová, Jitka, et al.. (2024). Principal Component Analysis for Distributions Observed by Samples in Bayes Spaces. Mathematical Geosciences. 56(8). 1641–1669. 2 indexed citations

Wilms, Ines, Javier Palarea‐Albaladejo, Peter Filzmoser, et al.. (2023). Principal balances of compositional data for regression and classification using partial least squares. Journal of Chemometrics. 37(12). 2 indexed citations

Zeljkovıć, Sanja Ćavar, Nikola Štefelová, Karel Hron, Ivana Doležalová, & Petr Tarkowski. (2023). Preharvest Abiotic Stress Affects the Nutritional Value of Lettuce. Agronomy. 13(2). 398–398. 9 indexed citations

Štefelová, Nikola, et al.. (2023). Selective pivot logratio coordinates for partial least squares discriminant analysis modelling with applications in metabolomics. Stat. 12(1).

Štefelová, Nikola, Javier Palarea‐Albaladejo, Karel Hron, Aleš Gába, & Jan Dygrýn. (2023). Compositional PLS biplot based on pivoting balances: an application to explore the association between 24-h movement behaviours and adiposity. Computational Statistics. 39(2). 835–863. 3 indexed citations

Segura‐Jiménez, Víctor, Željko Pedišić, Aleš Gába, et al.. (2023). Longitudinal reallocations of time between 24-h movement behaviours and their associations with inflammation in children and adolescents: the UP&DOWN study. International Journal of Behavioral Nutrition and Physical Activity. 20(1). 72–72. 6 indexed citations

Palarea‐Albaladejo, Javier, Aleš Gába, Dorothea Dumuid, et al.. (2023). Compositional functional regression and isotemporal substitution analysis: Methods and application in time-use epidemiology. Statistical Methods in Medical Research. 32(10). 2064–2080. 5 indexed citations

Hron, Karel, et al.. (2021). Weighting of Parts in Compositional Data Analysis: Advances and Applications. Mathematical Geosciences. 54(1). 71–93. 4 indexed citations

10.

Štefelová, Nikola, Andreas Alfons, Javier Palarea‐Albaladejo, Peter Filzmoser, & Karel Hron. (2021). Robust regression with compositional covariates including cellwise outliers. Advances in Data Analysis and Classification. 15(4). 869–909. 5 indexed citations

11.

Hron, Karel, Germà Coenders, Peter Filzmoser, et al.. (2021). Analysing Pairwise Logratios Revisited. Mathematical Geosciences. 53(7). 1643–1666. 17 indexed citations

12.

Štefelová, Nikola, Javier Palarea‐Albaladejo, & Karel Hron. (2021). Weighted pivot coordinates for partial least squares‐based marker discovery in high‐throughput compositional data. Statistical Analysis and Data Mining The ASA Data Science Journal. 14(4). 315–330. 7 indexed citations

13.

Dumuid, Dorothea, Željko Pedišić, Javier Palarea‐Albaladejo, et al.. (2020). Compositional Data Analysis in Time-Use Epidemiology: What, Why, How. International Journal of Environmental Research and Public Health. 17(7). 2220–2220. 167 indexed citations

14.

Pelclová, Jana, Nikola Štefelová, Dorothea Dumuid, et al.. (2020). Are longitudinal reallocations of time between movement behaviours associated with adiposity among elderly women? A compositional isotemporal substitution analysis. International Journal of Obesity. 44(4). 857–864. 32 indexed citations

15.

Menafoglio, Alessandra, et al.. (2020). Weighting the domain of probability densities in functional data analysis. Stat. 9(1). 9 indexed citations

16.

Cuberek, Roman, Jana Pelclová, Aleš Gába, et al.. (2019). Adiposity and changes in movement-related behaviors in older adult women in the context of the built environment: a protocol for a prospective cohort study. BMC Public Health. 19(1). 1522–1522. 9 indexed citations

17.

McGregor, Duncan, Javier Palarea‐Albaladejo, Philippa Dall, Karel Hron, & Sébastien Chastin. (2019). Cox regression survival analysis with compositional covariates: Application to modelling mortality risk from 24-h physical activity patterns. Statistical Methods in Medical Research. 29(5). 1447–1465. 42 indexed citations

18.

Filzmoser, Peter, Karel Hron, & Matthias Templ. (2018). Applied compositional data analysis with worked examples in R. CERN Document Server (European Organization for Nuclear Research). 32 indexed citations

19.

Štefelová, Nikola, Jan Dygrýn, Karel Hron, et al.. (2018). Robust Compositional Analysis of Physical Activity and Sedentary Behaviour Data. International Journal of Environmental Research and Public Health. 15(10). 2248–2248. 25 indexed citations

20.

Hron, Karel. (2009). Analytical representation of ellipses in the Aitchison geometry and its application. Czech digital mathematics library. 48(1). 53–60. 1 indexed citations

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.

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