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Azad77/README.md

Hi, I'm Azad Rasul πŸ‘‹

Remote Sensing | GIS | Geospatial AI | Earth Observation | Python

GitHub Google Scholar YouTube LinkedIn Flaavo CV


πŸ‘¨β€πŸ”¬ About Me

I am an academic and researcher specializing in Remote Sensing, GIS, Geospatial AI, Earth Observation, and scientific programming.

I hold a PhD in Geography (Remote Sensing) from the University of Leicester and have more than 17 years of experience in GIS, remote sensing, research, programming, and university teaching.

My research combines satellite observations, GIS, machine learning, deep learning, and environmental modelling to investigate environmental and climate-related challenges.

I have contributed to international collaborative research, including Global Burden of Disease (GBD) studies, with research published in journals including The Lancet and The Lancet Infectious Diseases.

My main research interests include:

  • πŸ›°οΈ Remote Sensing & Earth Observation
  • πŸ€– Geospatial AI, Machine Learning & Deep Learning
  • 🌑️ Climate & Environmental Monitoring
  • 🌱 Vegetation & Drought Monitoring
  • πŸ”₯ Burned Areas & Land-Cover Change
  • πŸ’§ Hydrology & Water Resources
  • πŸ™οΈ Urban Growth & Land Surface Temperature
  • 🐍 Geospatial Programming & Automation

πŸš€ Featured Projects

🍳 Flaavo

A cooking and recipe platform designed to help people discover recipes, share food, and find meals based on ingredients they already have.

🌐 Live: flaavo.app Β· πŸ“„ Project page: Azad77/flaavo-app


🌑️ pylst

A Python package for geospatial and Land Surface Temperature (LST) applications.

πŸ“¦ PyPI: pylst Β· πŸ’» Code: Azad77/pylst


Deep learning forecasts of vegetation health (EVI) from Sentinel-2 and TerraClimate data for Erbil, Duhok, Sulaymaniyah and Halabja.


Fully reproducible data and code for a study of how field-measurement error limits the validation of remotely sensed forest structure.


πŸ› οΈ Technical Skills

πŸ›°οΈ Geospatial & Earth Observation

Google Earth Engine Β· ArcGIS Β· ArcPy Β· QGIS Β· PyQGIS Β· ENVI

πŸ’» Programming

Python Β· R Β· JavaScript

πŸ€– AI & Machine Learning

TensorFlow Β· PyTorch Β· Scikit-learn Β· Deep Learning Β· Time-Series Forecasting

🌍 Satellite & Climate Data

Sentinel-2 Β· Landsat Β· MODIS Β· ERA5 Β· TerraClimate Β· GRACE


πŸ“š Selected Publications

  • Rasul, A., Balzter, H., Smith, C. (2015). Spatial variation of the daytime Surface Urban Cool Island during the dry season in Erbil, Iraqi Kurdistan, from Landsat 8. Urban Climate, 14, 176–186. doi:10.1016/j.uclim.2015.09.001
  • Rasul, A., Balzter, H., Smith, C., et al. (2017). A review on remote sensing of urban heat and cool islands. Land, 6(2), 38. doi:10.3390/land6020038
  • Rasul, A., Balzter, H., Ibrahim, G., et al. (2018). Applying built-up and bare-soil indices from Landsat 8 to cities in dry climates. Land, 7(3), 81. doi:10.3390/land7030081
  • Traore, M., Lee, M., Rasul, A., Balew, A. (2021). Assessment of land use/land cover changes and their impacts on land surface temperature in Bangui (the capital of Central African Republic). Environmental Challenges, 4, 100114. doi:10.1016/j.envc.2021.100114 Β· code
  • Naghavi, M., et al. β€” GBD 2021 Causes of Death Collaborators (2024). Global burden of 288 causes of death and life expectancy decomposition in 204 countries and territories and 811 subnational locations, 1990–2021. The Lancet, 403, 2100–2132. doi:10.1016/S0140-6736(24)00367-2
  • Ikuta, K., et al. β€” GBD 2019 Antimicrobial Resistance Collaborators (2022). Global mortality associated with 33 bacterial pathogens in 2019. The Lancet, 400, 2221–2248. doi:10.1016/S0140-6736(22)02185-7

➑️ Full list: Google Scholar · ORCID · Scopus


πŸŽ“ Teaching & Courses


πŸ“« Get in Touch

Open to research collaboration and student supervision in remote sensing, GIS and geospatial AI.

πŸ“§ azad.rasul@soran.edu.iq Β· 🌐 azad77.github.io/AzadRasul

Pinned Loading

  1. pylst pylst Public

    Python package for processing and visualizing Landsat Land Surface Temperature (LST) data with Google Earth Engine.

    Python 3

  2. flaavo-app flaavo-app Public

    Flaavo: turn what you have into dinner. A recipe-sharing community where you search by the ingredients in your kitchen. Web, Android and iPhone.

  3. EVI-Vegetation-Forecasting-Kurdistan-Iraq EVI-Vegetation-Forecasting-Kurdistan-Iraq Public

    Deep learning-based EVI forecasting for vegetation health monitoring in the Kurdistan Region of Iraq using Sentinel-2 and TerraClimate data

    Jupyter Notebook

  4. canopy-reference-error canopy-reference-error Public

    Data and code to reproduce every result in "Ground-reference error limits validation of remotely sensed forest structure".

    Jupyter Notebook

  5. ML_Geospatial_Analysis ML_Geospatial_Analysis Public

    Tutorial code for geospatial analysis using machine learning techniques

    Jupyter Notebook 3 1

  6. Detecting-and-Counting-Plants-Using-Computer-Vision-Techniques Detecting-and-Counting-Plants-Using-Computer-Vision-Techniques Public

    Detect and count plants in drone raster imagery with OpenCV blob detection, rasterio and EarthPy.

    Jupyter Notebook 4