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federicogmz/README.md

Federico Gómez

Geoscientist · Geohazards · Remote Sensing · UAS — Medellín, Colombia 🇨🇴

I work at the intersection of Earth sciences, spatial data, and emerging sensing technologies. Currently a researcher at SIATA (Medellín's multi-hazard early warning system) and adjunct professor at Universidad EAFIT, I design early-warning pipelines that fuse field instrumentation, satellite imagery, drone-derived data, and machine learning to monitor and forecast natural hazards in the tropical Andes.

🔬 What I work on

Geohazards & Natural Hazard Modeling

  • Physically-based slope stability models (SHALSTAB, TRIGRS, FLO-2D)
  • Real-time early warning algorithms for landslides and debris flows
  • Rainfall-triggered hazard forecasting under climate change scenarios

Remote Sensing & Earth Observation

  • Multispectral and SAR image processing for land cover and deformation mapping
  • Change detection and anomaly identification with satellite time series
  • Google Earth Engine workflows for large-scale geospatial analysis

UAS / Drone Operations

  • Photogrammetric surveys for DEM generation and volumetric analysis
  • Multispectral and RGB imagery acquisition in difficult terrain
  • Point cloud processing and orthomosaic production

Geospatial Data Science

  • Python-based geospatial pipelines (GeoPandas, Rasterio, GDAL, scikit-learn)
  • GIS analysis and cartographic production (QGIS, ArcGIS Pro)
  • Machine learning for susceptibility mapping and hazard classification

🎓 Education

  • M.Sc. Water Resources Engineering — Universidad Nacional de Colombia (2022)
  • B.Sc. Geological Engineering — Universidad Nacional de Colombia (2017)

🛠️ Tech Stack

Python · R · Google Earth Engine · QGIS · ArcGIS Pro
Rasterio · GeoPandas · scikit-learn · GDAL · OpenDroneMap
SHALSTAB · TRIGRS · FLO-2D · InSAR · SAR

📈 Publications

Key peer-reviewed publications on geohazards, climate change, and spatial analysis:
→ Google Scholar

🌐 Portfolio & Contact

→ Website: federicogmz.github.io
→ Email: fjgomezc@eafit.edu.co
→ LinkedIn: linkedin.com/in/federicogmz
→ ORCID: 0000-0002-8525-4354

For the full profile — experience, publications, and code — visit my website above.

Popular repositories Loading

  1. shalstab-python shalstab-python Public

    A comprehensive Python package implementing the SHALSTAB (Shallow Landsliding STABility) model for slope stability analysis. This tool evaluates infinite slope stability by integrating topographic …

    Python 2

  2. trigrs-pywrap trigrs-pywrap Public

    Python wrapper for TRIGRS landslide hazard analysis. Automates DEM processing, geological data integration, and slope stability calculations with geospatial workflows.

    Python 1

  3. instrumentacion-geotecnica instrumentacion-geotecnica Public

    Documentación y contenido para el curso de Instrumentación Geotécnica de la Universidad EAFIT.

    Jupyter Notebook

  4. federicogmz.github.io federicogmz.github.io Public

    Dark-themed static professional site hosted on GitHub Pages, featuring research bio, publications, and live GitHub & Scholar integrations.

    CSS

  5. federicogmz federicogmz Public

    Profile repository. Includes a concise summary of expertise, education, publications, and direct links to his full website and GitHub projects.

  6. salgar-debris-flood salgar-debris-flood Public

    Geospatial datasets and simulation models for the 2015 Salgar, Antioquia debris flood case study.

    AGS Script