Bird observation data was collected over 16 years at 6 different beaches across the Santa Barbara Area coastline. During the course of this data collection, the city grew in size and wildfire size and severity increased as well. While the dataset comprises almost 16 years of observations, observations, which meant walking along a transact on the beach and counting the number of birds and their types observed,