Data and code for reproducing the results presented in "Biodiversity consistently promotes ecosystem multifunctionality across multiple temporal scales in an aquatic microbial community."

Datasets and documentation of all analytical procedures from a scientific paper, "Biodiversity consistently promotes ecosystem multifunctionality across multiple temporal scales in an aquatic microbial community."
This repository contains biweekly water sample data collected from June 2014 to June 2023 at a depth of 2 meters in Feitsui Reservoir, northern Taiwan (121.34° E, 24.55° N), as part of the Feitsui Long-Term Monitoring Project.
This repository includes the following dataset and analysis scripts:
df_original_scale.obj – Time series dataset.1-Decomposition.rmd – Time series decomposition.2-Multiple regression.rmd – Variable selection using multiple regression.3A-SEM_Original.rmd – Structural equation model (SEM) based on original time series.3B-SEM_InterAnnComp.rmd – SEM based on the interannual composite time series3C-SEM_SeasComp.rmd – SEM based on the seasonal composite time series3D-SEM_ShortT.rmd – SEM based on the short-term component.4-heatmap.rmd – Scripts for generating heatmap.
The users should contact the corresponding author ([e-mail]) and strictly follow Terms of Use below
Terms of Use
I. You must acknowledge the use of content.
II. Monitoring data is made available for use in activities of a non-profit nature only.
III. Users must contact the corresponding author (Prof, Chun-Wei Chang, [e-mail]) before using monitoring data for any publications, including conference presentations as well as handouts and presentation materials for meetings such as committees and councils. Co-authorship may be required for some publications depending on the manner in which the monitoring data is to be used.