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angela-cunha-soares/README.md

Ângela Cunha Soares

🎓 PhD Student in Agricultural Systems Engineering @USP/ESALQ 🌦️🌾
💻 Python • Probabilistic Modeling • Web Development

🎓 Academic Affiliation

PhD Student at USP/ESALQ
Supervised by:

🚀 Projects

🌱 EVAonline

Title: An open-source web platform for global reference evapotranspiration estimation via multi-source data fusion.

  • Data fusion from different climate sources
  • Adaptive Kalman filtering for missing data
  • Agroclimatic indicators for water management
  • Validated with BR-DWGD dataset (MATOPIBA region)

🔗 https://evaonline.app.br/

🌾 Irrigation & Climatological Water Balance Model

Title: Forecasting Water Balance and Daily Irrigation Requirements Using Climate Data: A Case Study in Balsas, Brazil.

  • Based on 60 years of climate normals
  • Probabilistic modeling approach
  • Estimation of irrigation depth (lâmina de irrigação)
  • Support for agricultural water management

🛠️ Tech Stack

Python Pandas NumPy Scikit-Learn

Dash Plotly Dash Leaflet

PyMC

📫 Contact

🌱 Research Interests

  • Evapotranspiration (ET₀)
  • Hydroclimate Analysis
  • Climate Data Fusion
  • Probabilistic Modeling
  • Irrigation and Water Management

Popular repositories Loading

  1. angela-cunha-soares angela-cunha-soares Public

  2. EVAONLINE EVAONLINE Public

    EVAonline: An open-source web platform for global reference evapotranspiration estimation via multi-source data fusion

    Python

  3. INFERENCE INFERENCE Public

    Python

  4. probabilistic_et0_review probabilistic_et0_review Public

    HTML

  5. PROJETO_IC PROJETO_IC Public

    Python