Data and code from: Cover crop and crop rotation effects on tissue and soil population dynamics of Macrophomina phaseolina and yield in no-till system - V2

[Note 2023-08-14 - Supersedes version 1, https://doi.org/10.15482/USDA.ADC/1528086]
This dataset contains all code and data necessary to reproduce the analyses in the manuscript:
Mengistu, A., Read, Q. D. Cover crop and crop rotation effects on tissue and soil population dynamics of Macrophomina phaseolina and yield in no-till system. (Citation will be updated upon final acceptance of manuscript)
The .zip archive cropping-systems-1.0.zip contains data and code files.
Data

stem_soil_CFU_by_plant.csv: Soil disease load (SoilCFUg) and stem tissue disease load (StemCFUg) for individual plants in CFU per gram, with columns indicating year, plot ID, replicate, row, plant ID, previous crop treatment, cover crop treatment, and comments. Missing data are indicated with .
yield_CFU_by_plot.csv: Yield data (YldKgHa) at the plot level in units of kg/ha, with columns indicating year, plot ID, replicate, and treatments, as well as means of soil and stem disease load at the plot level.

Code

cropping_system_analysis_v3.0.Rmd: RMarkdown notebook with all data processing, analysis, and visualization code
equations.Rmd: RMarkdown notebook with formatted equations
formatted_figs_revision.R: R script to produce figures formatted exactly as they appear in the manuscript

The Rproject file cropping-systems.Rproj is used to organize the RStudio project. Scripts and notebooks used in older versions of the analysis are found in the testing/ subdirectory. Excel spreadsheets containing raw data from which the cleaned CSV files were created are found in the raw_data subdirectory.