Introduction to R for Terrestrial Ecology

1. Types of Data in R.- 2. Numerical Analysis.- 3. Creating Maps.- 4. Basic Statistical Tests.- 5. Predictive Modeling with Machine Learning Applications.- Appendix.

Dr. Milena Lakicevic is an Assistant Professor at University of Novi Sad, Faculty of Agriculture in Novi Sad, Serbia. She holds a PhD in biotechnical sciences and her primary area of expertise is application of R programming, multi-criteria analysis and decision support systems in landscape and natural resources management. Dr. Lakicevic spent six months (January-July 2018) at the Pacific Northwest Research Station (US Department of Agriculture, Forest Service) as a Fulbright Visiting Scholar, working on spatial decision support systems under supervision of Dr. Keith Reynolds. She has published over 60 scientific papers and served as a reviewer for international journals and gave guest lectures at several Universities in Europe.

Dr. Nicholas Povak is a Postdoctoral Fellow with the Oak Ridge Associated Universities and the Pacific Northwest Research Station (US Forest Service). He received his PhD from the University of Washington - Seattle, where he explored the application of machine learning algorithms for the prediction of ecological processes such as stream water quality and cavity nesting bird habitat. Dr. Povak worked as a Post-doc with the Institute of Pacific Islands Forestry (Hilo, HI) developing decision support models to help manage invasive species, hydrologic flows, and sediment yields in tropical forested watersheds. Currently, Dr. Povak is applying machine learning algorithms in the R programming environment to predict fire severity patterns and controls on fire spread from satellite data and to better understand biophysical drivers of post-fire conifer regeneration. He also creates web applications using the Shiny R package to provide a portal for stakeholders to interact with decision support models to aid in their decision making process.

Dr. Keith Reynolds is a research forester with the Pacific Northwest Research Station (US Department of Agriculture, Forest Service) and is located at the Corvallis Forestry Sciences Laboratory in

"It can be used also by students and professionals in other scientific fields like biology, forestry and agriculture." (Pavel Stoynov, zbMATH 1467.62002, 2021)