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Passionate about Meteorology and Climate Science
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Passionate about Meteorology and Climate Science

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🌩️ About Me

I am a Graduate Research & Teaching Assistant at the Department of Earth, Environmental & Atmospheric Sciences, Western Kentucky University, working under Dr. Xingang Fan on the NSF Kentucky EPSCoR CLIMBS Project (Climate Resilience through Multidisciplinary Big Data Learning, Prediction & Building Response Systems).

My work sits at the intersection of extreme weather modeling, climate projection, and data-driven atmospheric science. I build Python-based diagnostics for large geophysical datasets, run workflows on NCAR's Casper and Derecho HPC systems, and translate reanalysis data into actionable insights about how storm environments are changing across the Ohio River Valley.

Before WKU, I earned my B.Sc. in Meteorology and Climate Science from Kwame Nkrumah University of Science and Technology (KNUST), Ghana — graduating Second Class Upper Division — where I also served as a daily weather forecaster and Teaching & Research Assistant.


🚀 Currently Working On

🌪️ M.S. Thesis — Severe Storm Climatology

Ohio River Basin | WKU | Aug 2025 – Present

Building climatological baselines and future projections of severe-storm environments using ERA5 reanalysis and downscaled CMIP6 model outputs. Computing convective diagnostics across multi-decadal periods to quantify how tornado and hail environments are shifting under climate change.

Active diagnostics: CAPE · CIN · STP · SRH · Wind Shear · Lapse Rates · Vorticity

Stack: Python · Xarray · MetPy · Cartopy · NCAR HPC (Casper / Derecho)

Status

🟢 Data pipeline — complete 🟢 ERA5 diagnostics — complete 🟡 CMIP6 downscaling — in progress 🔵 Future scenario maps — upcoming 🔵 Thesis writing — upcoming

Advisor: Dr. Xingang Fan Project: NSF EPSCoR CLIMBS


🔬 Research

🌪️ Severe Storm Climatology — Ohio River Basin

M.S. Thesis | WKU | Aug 2025 – Present

Climatological and future projections of severe-storm environments in the Ohio River Basin using ERA5 reanalysis and downscaled CMIP6 outputs.

Key diagnostics computed:

  • CAPE / CIN
  • Significant Tornado Parameter (STP)
  • Storm-Relative Helicity (SRH)
  • Vertical Wind Shear
  • Lapse Rates & Vorticity

Tools: Python · Xarray · MetPy · NCAR HPC

🌡️ Heatwave Research — Ghana

KNUST Undergraduate Research | 2021 – 2024

First systematic investigation of heatwave trends in Northern Ghana using station data from the Ghana Meteorological Agency and RCP 8.5 / 2.6 projections.

Findings: Heatwaves have been occurring for decades, largely undocumented. Projected to increase significantly in frequency, duration, and intensity.

Publications:

  • 📄 Paper on heatwave prevalence across Ghana (under review)
  • 📄 Abstract published — Ghana Science Association

🛠️ Technical Skills

Languages

Python Fortran Bash LaTeX

Libraries & Frameworks

NumPy Pandas Matplotlib Xarray Scikit--Learn Cartopy MetPy Seaborn

Atmospheric Science Tools

WRF CDO NCL ERA5 CMIP6

Platforms & Environments

Linux NCAR HPC GitHub Anaconda Jupyter


🏆 GitHub Trophies

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📊 GitHub Stats

GitHub Streak


📈 Contribution Activity

Activity Graph


🐍 Contribution Snake

contribution snake animation

📚 Publications

Year Title Status
2024 Yamba, Amponsah, Pinkrah et al. — Historical Analysis of Heatwaves Prevalence, Frequency, Duration and Intensity in Ghana Under Review
2024 Yamba, Amponsah, PinkrahCharacteristics and Long-term Trends of Heatwaves in Northern Ghana Published (Ghana Science Association Abstract)

🎓 Education

Degree Institution Period GPA
🇺🇸 M.S. Geological Sciences Western Kentucky University Aug 2025 – Present 4.0 / 4.0
🇬🇭 B.Sc. Meteorology & Climate Science KNUST, Ghana Jan 2021 – Nov 2024 Second Class Upper Division

🌍 Research Interests

🌪️  Extreme Weather Events & Severe Storm Prediction
🌡️  Climate Change, Variability & Dynamics
🌧️  Hydroclimatology & Precipitation Extremes
🌀  Tropical Meteorology & West African Climate
🖥️  Numerical Weather Prediction (WRF)
📡  Climate Modeling (ERA5 · CMIP6 · Downscaling)

🏅 Leadership & Outreach

  • Science & Technology Head — Meteorology & Climate Science Students' Association, KNUST (Aug 2023 – Sep 2024)
  • Python Instructor — Undergraduate workshops in data analysis, visualization & scientific computing, KNUST
  • ForWEB Advocate — Weather forecasting early warning & disaster preparedness program, Ghana (2021 – 2024)
  • Daily Weather Forecaster — Operational forecasts for Kumasi & national summary outlooks, KNUST

💬 "Climate science is only as useful as the systems built to respond to it."


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