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🛰️
learning something new
🛰️
learning something new
14 followers · 5 following

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Achievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

Achievements

Achievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

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gabrielagustin/README.md

Hi there 👋

I'm a Remote Sensing Scientist with 8+ years of experience in Earth Observation, hydrology, and water resources.

My work focuses on developing geospatial and AI-based solutions using multi-source satellite data (SMAP, MODIS, Sentinel 1 & 2, GRACE, ERA5) for applications such as soil moisture estimation, evapotranspiration modeling, water resource monitoring, and climate-related analytics.

I enjoy building scalable data pipelines, applying machine learning to geospatial problems, and transforming scientific research into operational solutions using Python and cloud technologies.

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  1. ANN-MLP-Scikit-learn ANN-MLP-Scikit-learn Public

    Artificial Neural Network - Multi-Layer Perceptron

    Python 4

  2. CSV-SHP-Pandas CSV-SHP-Pandas Public

    .CSV files read, load as Pandas object and plot

    Python

  3. Extract-points Extract-points Public

    Extraction of points from satellite data using KML files

    Python 1

  4. Floods-monitoring Floods-monitoring Public

    Floods monitoring with SAR satellite data

    Python 17 9

  5. Soil-Moisture-and-Evapotranspirations-Maps Soil-Moisture-and-Evapotranspirations-Maps Public

    Generating Soil Moisture (SM) or Evapotranspiration (ET) maps from satellite images

    Python 10 5

  6. Scaling Scaling Public

    Resampling satellite images using Wavelets and PCA

    Python 5 3