Bays modeling for TEMPEST paper

[amyerspigg]

[amyerspigg]

• @amyerspigg pca across the experiments to separate out the PCs (lump all the experimental data together for these variables)
• @HolmquistJ graphing and correlations between predictors

could create a missing data model for the field datasets

[amyerspigg]

Exp 1 data
Exp 2 data
Exp 3 data

[amyerspigg]

@amyerspigg upload :

1. initial soil concentrations of everything we have (carbon, ion concentrations, something about the systems capacity to accept new ions)
2. soil column masses
3. initial treatment solution info (all the variables) -- Note these are already in the data files all good there
4. make sure all the exp data is actually inside the dataframes and combine them

[amyerspigg]

@HolmquistJ
New folder "BHM" created.

Inside I moved your note, and the data folder contains

1. Soil data for the plot that the starting soils came from https://github.com/COMPASS-DOE/tempest_ionic_strength/blob/main/BHM/Data/TEMPEST_soildata_2020.csv
2. Soil masses https://github.com/COMPASS-DOE/tempest_ionic_strength/blob/main/BHM/Data/TEMPEST_ColEx_soil_masses.csv
3. Compiled data file https://github.com/COMPASS-DOE/tempest_ionic_strength/blob/main/BHM/Data/TEMPEST_lab_experiments_all_L2.csv