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Achievements

Achievement: YOLOAchievement: Pull Sharkx2Achievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: YOLOAchievement: Pull Sharkx2Achievement: StarstruckAchievement: Arctic Code Vault Contributor
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BlasBenito/README.md

Blas M. Benito, PhD

Spatial Data Scientist and Team Leader 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
  • 🏢 Lead of the Environmental Data Team at Biome Makers.
    • Product development in AgriTech
    • Spatial machine learning, remote-sensing, time-series analysis and prediction
    • Crop and soil high-resolution modeling and mapping
    • Development and productivization of automated data and modeling pipelines
    • Data analysis, knowledge transfer, and technical reporting
    • Strategic planning
    • Team leadership, management, and mentoring

Stack

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

Scientific Code Development

  • spatialRF          CRAN_Download_Badge Spatial modelling with Random Forest.
  • collinear          CRAN_Download_Badge Multicollinearity management for numeric and categorical variables.
  • distantia          CRAN_Download_Badge Time series comparison and analysis.
  • memoria             CRAN_Download_Badge Time series lag analysis.
  • virtualPollen   CRAN_Download_Badge 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 104 17

  2. distantia distantia Public

    R package to compute dissimilarity between multivariate time series

    R 11 4

  3. SDMcourse SDMcourse Public

    Species Distribution Modelling course

    R 9 7

  4. TallerModelosGBIF2019 TallerModelosGBIF2019 Public

    Material for a niche model course I teach in GBIF.es every year.

    R 4 1

  5. virtualPollen virtualPollen Public

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

    R 4

  6. spatialRF_talk spatialRF_talk Public

    Talk about incorporating spatial autocorrelation into random forest models

    JavaScript 3 1