Summary
Overview
Work History
Education
Skills
Certification
Publications
Languages
Timeline
Generic

Paulina Cwik

Kaneohe

Summary

Atmospheric scientist with expertise in mesoscale and synoptic-scale processes that drive severe weather, particularly tornado outbreaks. Skilled in spatial statistics, reanalysis data, and global climate model (GCM) simulations, with experience applying Maximum Covariance Analysis (MCA) to identify high-impact atmospheric patterns. Developed a novel dual-variable framework to approximate outbreak-favorable environments in GCMs, enabling future risk projections. Strong programming skills in Python and R, complemented by experience leading NSF-funded workshops on extreme precipitation and collaborating with stakeholders to bridge climate research and real-world forecasting needs.

Overview

9
9
years of professional experience
1
1
Certification

Work History

Graduate Research Assistant

University of Oklahoma
01.2019 - 11.2024
  • Utilized advanced statistical software to analyze large datasets, uncovering key insights for informed decisionmaking.
  • Participated in regular meetings with project supervisors, providing progress updates and discussing potential challenges or areas for improvement.
  • Assisted in manuscript preparation, contributing to the publication of influential articles in peer-reviewed journals.
  • Managed multiple research projects simultaneously, ensuring timely completion and adherence to high-quality standards.

Student Researcher

University of Oklahoma
06.2018 - 08.2018

Design and Implementation of Scientific Workshops
National Science Foundation (NSF Award #16638)

Led the design, coordination, and delivery of three scientific workshops under the NSF-funded project Prediction of Rainfall Extremes at Subseasonal to Seasonal Periods (PRES2iP). Workshops were conducted in 2018 (Norman, OK), 2021 (virtual), and 2023 (Norman, OK), bringing together over 25 U.S.-based stakeholders from government, academia, and industry to enhance the scientific and practical understanding of extreme precipitation prediction at subseasonal to seasonal timescales.

Responsibilities included:

  • Workshop planning and logistics: managed scheduling, communications, and stakeholder engagement.
  • Stakeholder engagement: recruited diverse participants and facilitated discussions tailored to user needs regarding spatial and temporal prediction scales.
  • Scientific leadership: served as session leader, discussion facilitator, and rapporteur, helping to synthesize outcomes and inform future research priorities.

Workshops contributed to bridging research and applications by identifying actionable priorities for improving precipitation forecasts and integrating user perspectives into project deliverables.

Teacher's Assistant

University of Oklahoma
08.2018 - 12.2018
  • Led lab portion of Physical Geography course
  • Supported classroom activities, tutoring, and reviewing work.
  • Helped with grading assignments and tests, providing constructive feedback to students based on results.
  • Maintained safety and security by overseeing students in recess environments.
  • Facilitated activities in small groups to reinforce concepts taught by class teacher.
  • Partnered with teacher to plan and implement lessons following school's curriculum, goals, and objectives.

Scientific Service

Association of American Geographers
12.2019 - 12.2019

Observer at the United Nations Climate Change Conference (COP25) – Madrid, Spain (2019)
Nominated by the Association of American Geographers (AAG) to serve as an official observer at COP25, the 25th Conference of the Parties to the United Nations Framework Convention on Climate Change (UNFCCC). Participated in high-level plenary sessions, scientific panels, and side events focused on global climate policy, adaptation, and mitigation strategies. Engaged with international delegates, scientists, and policymakers, gaining firsthand insight into the negotiation processes and the interface between science and global climate governance.

Intern

NOAA National Severe Storms Laboratory
06.2015 - 05.2017

Collaborated with researchers at the University of Oklahoma’s Cooperative Institute for Mesoscale Meteorological Studies to process and organize radar data, evaluate updated radar-derived products, and support improvements in tornado detection and warning systems.

Education

Ph.D. - Geography And Environmental Sustainability

University of Oklahoma
Norman, OK
11-2024

Skills

    Research & Technical Skills

    Climate Modeling & Reanalysis

  • Analyzed global climate model (GCM) simulations and reanalysis datasets, including MPI-ESM1-2-HR, ERA5, and NCEP/NCAR
  • Applied these datasets to assess tornado outbreak environments and evaluate model fidelity
  • Statistical & Machine Learning Methods

  • Supervised learning: Lasso, Ridge, Elastic Net Regression, Support Vector Machines, Random Forests
  • Unsupervised learning: K-Means, Hierarchical Clustering, DBSCAN, Principal Component Analysis (PCA), Maximum Covariance Analysis (MCA)
  • Data Analysis & Atmospheric Sciences

  • Spatial statistics, GIS-based analysis, and remote sensing
  • Regional climatology and identification of multiscale atmospheric and severe weather patterns
  • Tools & Software

  • Programming: Python, R
  • Platforms: Jupyter Notebook, JupyterLab, Anaconda, RStudio
  • GIS: ArcGIS, QGIS
  • Visualization & Documentation: Microsoft Excel, Word, Adobe Illustrator
  • Science Communication & Outreach

  • Communicating scientific content to non-specialist audiences
  • Stakeholder engagement through workshop development and facilitation
  • Data storytelling and editing for blogs, interviews (eg, Science Friday, WeatherBrains)

Certification

Python for Machine Learning & Data Science Masterclass

Publications

1. Cwik, P.,  McPherson, R.A., LI, F., Furtado J.C., 2025: How to Simulate Tornado Outbreaks in a Global Climate Model. Preprint in DOI:10.2139/ssrn.5181697, for publication in Elsevier's Weather and Climate Extremes (in review).

2. Cwik, P., Furtado, J.C., McPherson, R.A., and Taszarek, M., 2024: Major May tornado outbreaks

in the United States: Novel multiscale atmospheric patterns identi ed using maximum covariance

analysis. Atmospheric Research, p.107872, https://doi.org/10.1016/j.atmosres.2024.107872.

3. Schroers, M.A., Dickinson, T.A., Cwik, P., McPherson, R.A. and Martin, E.R., 2024. Listening to

Stakeholders III: Potential Users Evaluate Product Content and Design for Subseasonal Extreme

Precipitation Forecasts. Bulletin of the American Meteorological Society,

https://doi.org/10.1175/BAMS-D-23-0233.1

4. Cwik, P., R. A. McPherson, and H. E. Brooks, 2022: Evolving “Tornado Outbreaks”: Reviewing the

Term’s Varying Perspectives Reveals No Single Defnition Bulletin of the American Meteorological

Society, 103(12), p. 907-910; https://doi.org/10.1175/BAMS-D-20-0076.A

5. Cwik, P., R. A. McPherson, M. Richman, and A. Mercer, 2022: Climatology of 500-hPa geopotential

height anomalies associated with May tornado outbreaks in the United States. International Journal

of Climatology, 1–21, https://doi.org/10.1002/joc.7841.

6. VanBuskirk, O., P. Cwik, R. A. McPherson, H. Lazrus, E. R. Martin, C. M. Kuster, and E. Mullens, 2021:

Listening to stakeholders: Initiating research on sub-seasonal to seasonal heavy precipitation

events in the contiguous U.S. by first understanding what stakeholders need. Bulletin of the

American Meteor. Society, 102, E1972–E1986; https://doi.org/10.1175/BAMS-D-20-0313.1.

7. Cwik, P., R. A. McPherson, and H. E. Brooks, 2021: What is a tornado outbreak? Perspectives

through time. Bulletin of the American Meteorological Society,102, E817–E835;

https://doi.org/10.1175/BAMS-D-20-0076.1.

Languages

English
Full Professional
Polish
Native or Bilingual
Spanish
Elementary
German
Limited Working

Timeline

Scientific Service

Association of American Geographers
12.2019 - 12.2019

Graduate Research Assistant

University of Oklahoma
01.2019 - 11.2024

Teacher's Assistant

University of Oklahoma
08.2018 - 12.2018

Student Researcher

University of Oklahoma
06.2018 - 08.2018

Intern

NOAA National Severe Storms Laboratory
06.2015 - 05.2017

Ph.D. - Geography And Environmental Sustainability

University of Oklahoma
Paulina Cwik