Avatar

Guillaume Dueymes

Data Scientist and Research Assistant

ESCER Center / UQAM

Biography

I am able to discuss and negotiate with scientists/analysts from different backgrounds in order to understand their needs and offer them the best solution and more importantly develop tools that are unanimously accepted. I worked in various environments, ranging in the development of extreme weather indices (droughts, extreme precipitation…), validation of regional climate models, development of epidemiological indices, monitoring of vector disease, analysis of storm trajectories or work on instrumental data. I am interested by Open Science and willing to learn about Data Science.

Interests

  • Climate change
  • Data science
  • Database
  • Python

Education

  • Master’s Professional Degree in Meteorology, 2006

    UQAM university

  • Master’s Degree in Atmospheric and Oceanographic Sciences, 2005

    Paul Sabatier Toulouse University and Meteo France

  • Bachelor’s degree in Physics, 2003

    Beaulieu University Rennes 1

Skills

  • Python : Python user and trainer for our department. Skilled Python 3, numpy, matplotlib, Seaborn, Pandas, xarray, cartopy, Basemap, scipy, datetime, multiprocessing, Dask, metpy, pyproj, pygrib, Jupyter Lab, Anaconda, conda, publication-quality figures. View code on Github.

  • Big Data : Data management, data retrieval/acquisition, data analysis, NetCDF, HDF5, GRIB, RPN, json, XML, shapefile , Open Science Grid, numerical weather models.

  • Instrumentation : Experience using Campbell Scientific sensors, Micro Rain Radar, Ceilometer, Disdrometer: field work, data collection, data cleaning, data visualization. View code on Github.

  • Web Development : HTML, CSS, JavaScript, bootstrap, jquery, d3.js, highchart, leaflet :

Experience

 
 
 
 
 

Research Scientist and project manager

ESCER Center-UQAM / Mcgill University

Jan 2018 – Present Montreal

Responsibilities include:

  • EOS Project manager
  • RIISQ Data manager
  • ClimHunor Data manager
 
 
 
 
 

Research Scientist and data manager

UQAM University

Jan 2012 – Dec 2017 Montreal

Responsibilities include:

  • North American data manager for IRIACC project
  • FACE project data manager – develop a warning and monitoring system of extreme weather
 
 
 
 
 

Research Scientist

INRS

Jan 2010 – Dec 2011 Montreal

Responsibilities include:

  • Develop and evaluate future high-resolution climate information on extremes
  • Generate high-resolution probabilistic climate change scenarios
 
 
 
 
 

Research Scientist

ESCER Center

Jan 2007 – Dec 2009 Montreal

Responsibilities include:

  • Develop subroutines in cloud microphysics scheme
  • Run climate model over regional scale
  • Study of Arctic climate sensibility

Accomplish­ments

Website to visualize meteorological sensors at UQAM University

ESCER Station Mar 2019

Personal website

Climanalyse Oct 2018

Recent Posts

Extreme_Temperature

Compute extreme temperature indices Evaluation of extreme indices In order to provide some insight into changes in extreme climate …
Mar 10, 2021 7 min read

Compute Extreme Precipitation Indices using Python

Compute extreme precipitation indices Evaluation of extreme indices In order to provide some insight into changes in extreme climate …
Feb 2, 2021 8 min read

Apply Mann-Kendall tests over operational meteorological sensors

Compute correlation trends using pyMannKell package In this post, we will see how to use pyMannKendall package functions on …
Jan 29, 2021 5 min read

Spearman correlation between two Netcdf datasets

Netcdf: Interpolation between grids using cKDTree from Scipy library and correlation In this post, we will interpolate a nectcdf file …
Apr 24, 2020 6 min read

Netcdf Interpolation using Python

Netcdf: Interpolation between grids using cKDTree from Scipy library In this post, we are going to define an algorithm to locate the …
Apr 8, 2020 6 min read
See all posts

Projects

*
All Inondations Other

Réseau Inondations InterSectoriel du Québec.

Internal Project

Earth Observation System.

Recent Publications

Current and projected distributions of Aedes aegypti and Ae. albopictus in Canada and the U.

Aedes aegypti and Ae. albopictus are mosquito vectors of more than 22 arboviruses that infect humans. We used boosted regression trees …

Predicted Northward Expansion of the Geographic Range of the Tick Vector Amblyomma americanum in North America under Future Climate Conditions

Background: The geographic range of the tick Amblyomma americanum, a vector of diseases of public health significance such as …

Assessment of the Probability of Autochthonous Transmission of Chikungunya Virus in Canada under Recent and Projected Climate Change

Background: Chikungunya virus (CHIKV) is a reemerging pathogen transmitted by Aedes aegypti and Aedes albopictus mosquitoes. The …

Investigating added value of regional climate modeling in North American winter storm track simulations

Extratropical Cyclone (EC) characteristics depend on a combination of large-scale factors and regional processes. However, the latter …

Guide to identifying alert thresholds for heat waves in Canada based on evidence

Among natural-disaster risks, heat waves are responsible for a large number of deaths, diseases and economic losses around the world. …
See all publications

Popular Topics

Deep Learning Inondations

Contact

  • 438 826 1555
  • 201 avenue Président-Kennedy, Montreal, QC H2X3Y7
  • 7th floor local 7415
  • Monday 8:30 to 16:30