DanaBJohnson/WoodBuffalo2019
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Scripts for analyzing data associated with "Experimentally determined traits shape bacterial community composition one and five years following wildfire" corncob-experiment1.R: tests for differentially abundant OTUs in unburned soil vs. soil 24 hrs post-burn using the corncob package (Martin et al. 2020) corncob-experiment2-TempCutoff.R: tests for differentially abundant OTUs in unburned/burned soils after a 24 hr vs. 5 week incubation using corncob corncob-experiment3.R: tests for differentially abundant OTUs in burned vs. unburned soils following autoclaving, inoculation with unburned soil, and a 6 month incubation create-phyloseq.R: takes seq data in form of BIOM table and list of sequence IDs and cleans up samples by removing blanks, lab standard, duplicated samples. Output is a phyloseq object with sample ID, taxonomic table, OTU table, and phylogenetic tree. creating_burn_temp_profiles.R: plot the temperature profiles during simulated burns. decay-model-two-pool.R: Fits two pool decay model to CO2 respiration data incubations_microbial_respiration.R: calculate C remaining during laboratory incubations as a fraction of initial total C Manuscript-figrues.Rmd: Script to create figures in the manuscript and SI Merged_paper_figures_Revision_Github.R: Combine lab and field OTU datasets to run ordinations and quantify relative abundance of laboratory-identified trait taxa in field data OTU-trait-list.R - compiles list of OTUs identified as differentially enriched from each experiment Qiime-pipeline-for-FireSim2019-LibCombined.ipynb: steps for sequence processing and taxonomic assignments rrndb-SI.R: Assigns mean predicted 16S copy numbers to OTUs based on taxonomy Combined_Lab_Field_OTU_table.csv: R dataframe of OTUs in the combined lab experiment/field datasets Combined_Lab_Field_sample_data.csv: R dataframe of sample names and metadata for the combined lab experiment/field datasets Combined_Lab_Field_tax_table.csv: R dataframe of taxonomy table for combined lab experiment/field datasets lab_OTU_table.csv: R dataframe of OTUs in the lab experiment datasets lab_sample_data.csv: R dataframe of sample names and metadata for the lab experiment datasets lab_taxonomy_table.csv: R dataframe of taxonomy for lab experiment datasets
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Scripts for analyzing data associated with "Experimentally determined traits shape bacterial community composition one and five years following wildfire"
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