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🔭 Education

  • M.Sc.: Atmospheric Sciences from Istanbul Technical University with a GPA of 3.94/4
    • Thesis Topic: Future Changes in Hourly Extreme Precipitation, Return Levels, and Non-stationary Impacts in Türkiye.
  • B.Sc.: Meteorological Engineering from Istanbul Technical University with a GPA of 3.45/4
    • Thesis Topic: Assessment of Urbanization Impact On Heavy Precipitation in Istanbul, Turkey.

🌱 About Me

  • I have been improving myself to think like an engineer and observe like an atmospheric scientist, which has led me to develop new ideas to assist Climate Science. One of those ideas was to create a website, Climaturk, that reveals the climate conditions of atmospheric variables in Turkey, using comprehensive statistical and thermodynamic methods. I processed the state-of-art climate data utilizing various data types (NETCDF, HDF5, GRIB, CSV) with popular Python libraries (Xarray, Numpy, Pandas, Salem, Matplotlib) and visualized it to the end-user in very engaging ways.

  • I developed a Python library called Visjobs (downloaded over 22.000 times according to pepy.tech that makes it easy for atmospheric scientists to access model and observation data (ERA5, GFS, GEFS, NAM, GHCN) without even having to download them (OpenDAP).

📫 Currently

  • In my MSc project, I am applying a non-stationary extreme value analysis to high-resolution future projections of extreme precipitation indices. During the research, I become familiar with the concept of downscaling (of COSMO-CLM model) and statistical modeling. Further, I gained extensive practical experience using Xarray, Pandas, and Metpy to analyze various data formats (netCDF, GRIB, HDF) and types (reanalysis, projections, satellite data).

👯 Interested In

  • Python:
    • e.g. Numpy, Pandas, Xarray, Sklearn, Keras, Matplotlib, Metpy
  • Data Science:
    • Weather, Climate Data Science/Analytics
  • Climate Science:
    • Climate Modelling (COSMO)
  • Machine Learning:
    • Time Series Modelling
  • WRF Model:
    • Weather Modelling, Case Studies
  • Visualization:
    • e.g. Matplotlib, Plotly
  • Renewable Energy:
    • Wind, Solar Power Data Science/Analytics
  • Dashboards:
    • e.g. Plotly-Dash, Streamlit

GitHub Streak

Top Langs

Kutay Dönmez's Projects

arctic_turkey_project icon arctic_turkey_project

Correlations Between Arctic Sea Ice Area And Atmospheric Variables Of Turkey (CFSR|CFSV2) In Between 1980-2019

climaturk-base icon climaturk-base

AIMS TO PROVIDE EASY ACCESS TO THE STORM ARCHIVE OF TURKEY, FOR RESEARCHERS.

preciphysics icon preciphysics

Preciphysics is a Python library offering a bunch of meteological and numerical calculations.

uni_multi_lstm_prediction icon uni_multi_lstm_prediction

Univariate and Multivariate LSTM prediction code, integrated from Tensorflow's own webpage exercise with a lot of changes and adaptations by KUTAY DÖNMEZ

visjobs icon visjobs

Get The Latest Atmospheric Model Data | Analyze | Visualize Easily

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