Digital Resources

Welcome to my Digital Resources section! πŸ‘‹

Let’s take a quick look to the latest updates on my digital tools projects.

R packages

Open-access software promoting the reproducibility of data processing and analysis

Shinyapps

Web interfaces designed to facilitate the implementation of my packages, and to translate my research into decision-support tools.

Soiltestcorr

Cornyield0N

Soybean Var. Seed Rate Simulator

Metrica

DONMaiz

Harvard Dataverse

Data and codes publicly available

GitHub repositories

Tutorials -

A series of recorded sessions sharing programming codes applied to agriculture.

AgHackathon 2023 | Acessing Weahter Data with R

Tidy data analysis

Split-plot design and repeated measures cases using linear mixed models in R:

AgrometR

Open code designed for gathering and processing data from digitized weather databases (e.g. daymet, NASAPOWER, CHIRPS):

Machine learning

Regression trees, random forest, and conditional random forest for crop yield forecast: