Previous Work
Creating a FIM with Flood Data from Mission Creek
Estimated the number of buildings impacted in the 2017 Santa Barbara flood
This terrain data was prepped for analysis by aligning object and field data
Data was loaded into R using Web APIs and the whitebox frontend was used to create a partial Flood Inudation Map (FIM) with structural damage assessment
Examination and Visualization of 2016 Palo, Iowa Flood Data
Created multiband raster files to detect/analyze a flood event
Raster manipulation was used to threshold and classify data to be analyzed
Flood data from 2016 Palo, Iowa was graphed and examined
Impact of the MAUP on National Dam Inventory data
Examined the impacts of different tessellated surfaces and the modifiable areal unit problem (MAUP)
Point-in-polygon counts were calculated to aggregate point data and visualize the distribution of dams over the US
Functions were written to more efficiently report and map information
Exploration of US city data
Explored working with sf, sfc, and sfg features & objects
Coordinate transformations and calculations were made to visualize distances between cities and borders
Ggplot, gghighlight, and ggrepel were used to create graphics that are clear and interesting
Analysis of COVID-19 data
Data wrangling and visualization with real-time COVID-19 data
It includes an in-depth look at daily new case data as well as cumulative data at State and County levels
Pipes and other tidyverse tools were used to manipulate data and present it as legible tables and plots