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Achievements

Achievement: Pull Sharkx3Achievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx3Achievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault Contributor

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BlasBenito/README.md

Blas M. Benito, PhD

Spatial Data Scientist and Team Lead in AgriTech

  • 🎢 PhD in Computational Ecology and Master's Degree in Geographic Information Systems 🌐
  • 📓 18 YOE in Spatial Data Science, Scientific Software Development, and Research: ORCID
  • 🏢 Spatial Data Scientist in AgTech.
    • High-resolution soil mapping, spatial machine learning, time-series analysis and prediction
    • Spatial data pipelines from the whiteboard to production
    • Fundamental and applied research, knowledge transfer, and technical reporting
    • Strategic planning
    • Team leadership, management, and mentoring

Stack

🔧 R + Rstudio + renv + Rcpp + targets + Rmarkdown + plumber + DuckDB + PostgreSQL/PostGIS + GRASS GIS + Quantum GIS + Slurm + Spark + AWS + docker + Jenkins + git + GitHub

Scientific Code Development

  • spatialRF          Spatial modelling with Random Forest.
  • collinear          Seamless multicollinearity management.
  • distantia          Time series comparison and analysis.
  • memoria              Time series lag analysis.
  • virtualPollen   Mechanistic simulation in plant ecology.

Social Media

Mastodon Follow BlueSky Social LinkedIn Gmail Google Scholar Personal website

Popular repositories Loading

  1. spatialRF spatialRF Public

    R package to fit spatial models with Random Forest

    R 113 16

  2. distantia distantia Public

    R package to compute dissimilarity between multivariate time series

    R 22 6

  3. SDMcourse SDMcourse Public

    Species Distribution Modelling course

    R 12 9

  4. collinear collinear Public

    R package to manage multicollinearity in modeling data frames.

    R 11 1

  5. virtualPollen virtualPollen Public

    R package to simulate pollen curves based on virtual taxa with different life and niche traits.

    R 5 1

  6. spatialRF_talk spatialRF_talk Public

    Talk about incorporating spatial autocorrelation into random forest models

    JavaScript 5 1