The Tree Globally Observed Environmental Ranges (TreeGOER) database provides information for most known tree species of their environmental ranges for 38 bioclimatic, eight soil and three topographic variables. In this document, I show how outputs generated by the GlobalUsefulNativeTrees (GlobUNT) online database can be filtered to match bioclimatic conditions of the planting site. Bioclimatic conditions in historical (baseline) and future climates can be sourced from the ClimateForecasts database for 15,504 weather station locations.

Array of 71 receivers deployed from Musquash Harbour to Grand Manan in a square grid formation. The black lines represent individual virtual fish, and the red dots are receivers that picked up virtual fish.

Array of 71 receivers deployed from St John to Grand Manan in a square grid formation. The black lines represent individual virtual fish, and the red dots are receivers that picked up virtual fish.

Vector Data

The primary objective of this project was to predict the prices of used cars in the United States, leveraging various attributes such as the year of purchase, mileage, geographical location, manufacturer, and model. A regression model was constructed using decision tree techniques to provide buyers, sellers, and manufacturers with informed insights derived from predicted prices. Data: The dataset utilized for this project could be accessed through Kaggle.com.