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l-ramirez-lopez / VNIR_spectroscopy_for_robust_soil_mapping

Data and code used in the paper "Robust soil mapping at the farm scale using vis–NIR spectroscopy"
https://l-ramirez-lopez.github.io/VNIR_spectroscopy_for_robust_soil_mapping/
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reproducibility suggestions #1

Open philipp-baumann opened 5 years ago

philipp-baumann commented 5 years ago

Hi there, nice initiative :-) I have a two suggestions for reproducibility:

  1. use packrat to manage package dependencies and snapshot package versions/source: see here
  2. use drake for tangent evidence of computational reproducibility: see here (3. use docker containerization also for analysis) Cheers
l-ramirez-lopez commented 5 years ago

Hi there, nice initiative :-) I have a two suggestions for reproducibility:

1. use packrat to manage package dependencies and snapshot package versions/source: see [here](https://rstudio.github.io/packrat/)

2. use drake for tangent evidence of computational reproducibility: see [here](https://ropensci.github.io/drake/index.html)
   (3. use docker containerization also for analysis)
   Cheers

Thanks Philipp; I'll check your suggestions