Position: PhD Student
Email: katarzyna.markowska@amu.edu.pl
Room: 1.25
Research Interests
- species distribution modeling
- machine learning in biology
- virtual species and virtual ecologist framework
Current Projects
- “Szklane pułapki” Android app (in cooperation with Szklane Pułapki Foundation and H. Cegielski School of Communication in Poznań)
- Android app for storks monitoring (in cooperation with Poznań University of Live Sciences and H. Cegielski School of Communication in Poznań)
- Population-level consequences of social information use: a semi-experimental approach (National Science Centre, grant no. 2018/29/B/NZ8/00066, Co-Investigator)
- Outlier detection in biodiversity monitoring data (Poznan Supercomputing and Networking Center grant no. 403)
Completed Projects
- A bidirectional selection experiment to test the evolution of specialization and dispersal in the invasive wheat curl mite, Aceria tosichella (National Science Centre grant no. 2016/21/B/NZ8/00786, Co-Investigator)
- Host specialization-generalization trade-offs in an invasive wheat curl mite, Aceria tosichella (National Science Centre grant no. 2017/27/N/NZ8/00305, Co-Investigator)
- Influence of domestic cat predation on wild bird populations in Poland (grant no. 001/34/UAM/0004 within the “Initiative of Excellence – Research University” (ID-UB) project, PI)
- rangr: An R package for mechanistic, spatially explicit simulation of species range dynamics (MSc project)
- The evaluation of different machine learning methods for building spatial distribution models of common bird species (BSc project)
- Mechanisms to maintain heterozygosity during dispersal in a haplodiploid mite species (founded by the Dean of Faculty of Biology AMU, grant no. GDWB-07/2018, Co-Investigator)
Career History
- 2020 – to date: PhD student, Adam Mickiewicz University
- 2020: MSc degree in bioinformatics, Adam Mickiewicz University in Poznan and Poznan University of Technology
- 2018: BSc degree in bioinformatics, Adam Mickiewicz University in Poznan and Poznan University of Technology
Internships & workshops
- 2024: SGroup Blended Intensive Programme (BIP) on Doctoral Education – (9-11.09.2024 – online, 23-27.09.2024 – face to face), University of Split, Croatia
- 2023: Introduction to GLMs with spatial, and spatial-temporal correlation using R-INLA – face to face course by Highland Statistics Ltd
- 2023: SGroup Blended Intensive Programme (BIP) on Doctoral Education – (20-25.09.2023 – online, 02-06.10.2023 – face to face), University of Valladolid, Spain
- 2022: ISEC2022 International Statistical Ecology Conference – “Hierarchical modeling with nimble” and “Advances in quantifying space-use and habitat-selection of animals” workshops
- 2021: YoMos Workshop 2020 (Young Modellers in Ecology – working group of The Ecological Society of Germany, Austria and Switzerland – GfÖ)
- 2020: vISEC2020 International Statistical Ecology Conference – “Level Up your R Package Workshop”
- 2020: YoMos Workshop 2020 (Young Modellers in Ecology – working group of The Ecological Society of Germany, Austria and Switzerland – GfÖ)
- 2019: “Agend-based and Individual-based modelling using NetLogo” – workshop held at the Free University of Berlin (Germany)
- 2019: “Introduction to calculations on EAGLE (PRACE Tier-1)” – course by Poznan Supercomputing and Networking Center
- 2017: Poznan Supercomputing and Networking Center (student internship)
Honors & awards
- 2019: Rector of AMU Scholarship -awarded to the best students
- 2017: Rector of AMU Scholarship -awarded to the best students
- 2016: Rector of AMU Scholarship -awarded to the best students
Current classes
- Programming in R
Previous classes
- Statistical Methods in Environmental Protection
- Ecological Modelling
- LINUX environment and scripting languages
2026
Katarzyna Markowska, Michał Wawrzynowicz , Lechosław Kuczyńsk, preprint, mrangr: An R package for mechanistic simulation of metacommunities, EcoEvoRixv, https://doi.org/10.32942/X2FQ0W
Katarzyna Malinowska, Michał Wawrzynowicz, Katarzyna Markowska, Tomasz Chodkiewicz, Simon Butler, Lechosław Kuczyński. preprint, Comparing analytical protocols for identifying causes of population changes, bioRxiv, https://doi.org/10.1101/2025.05.17.654658
2025
Markowska, K., Malinowska, K., & Kuczyński, L. (2025). rangr: An R package for mechanistic, spatially explicit simulation of species range dynamics. Methods in Ecology and Evolution, 16(3): 468–476. https://doi.org/10.1111/2041-210X.14475
2023
Malinowska, K., Markowska, K., & Kuczyński, L. 2023. Making virtual species less virtual by reverse engineering of spatiotemporal ecological models. Methods in Ecology and Evolution 14(9): 2376–2389. https://doi.org/10.1111/2041-210X.14176


