Assessing the Resilience of Productivity to Climate Variability Across Management and Climate Gradients
Principal Investigators:
- David Hoover
- Olivia Hajek
- Raw ANPP data collected in Drive
pre-processscripts handle pernicious idiosyncrasies- Pre-processed ANPP data created
01_harmonizescript + "data key" used to harmonize pre-processed data across networks02_quality-controlscript used to do QA/QC on harmonized data03_aggregationscript used to aggregate to site/year/treatment replicates- Tidy ANPP data created
- Management info sheet (by site/treatment), site attributes sheet (including environmental variables), and site-year attribute sheet (similar to management info but one year per row) all joined with tidy ANPP data (see step 7) in "grand join"
Briefly describe the purpose of each script (or folder of scripts) here as you create them!
- "retrieve-mswep-ppt-data.R" - script for retreiveing daily precipitation data for sites from MSWEP
- "01_harmonize.R" - script for harmonizing raw data into a single data table
- "02_quality-control.R" - script for quality control operations and--eventually--integration of environmental covariates and management metadata
- "03_filter.R" - script for subsetting out treatments / sites / rows of data that are believed to not be of interest or not be comparable to remaining data
- "04_aggregate-to-site.R" - script for aggregating to site level (to standardize across space for each dataset)
LTER Scientific Computing Team website & NCEAS' Resources for Working Groups