Software

GPEDM

Gaussian Process Regression for Empirical Dynamic Modeling

MATSS

R package for Macroecological Analysis of Time Series Structure

MATSS-forecasting

Analyzing Ecological Predictability using MATSS

portalr: an R package for summarizing and using the Portal Project Data

Data sharing, the practice of making data widely available for use by others, benefits the ecological research community in ensuring study reproducibility and enabling many data sets to be combined to address broad-scale questions (e.g. …

portalR

R package for downloading and summarizing the Portal data

rEDM

R package for empirical dynamic modeling

Spatial convergent cross mapping to detect causal relationships from short time series

Recent developments in complex systems analysis have led to new techniques for detecting causal relationships using relatively short time series, on the order of 30 sequential observations. Although many ecological observation series are even …