University Projects and Assignments
Selected coursework, labs, and independent studies from the University of Michigan.
Ann Arbor New Development Viewshed
Used GIS viewshed analysis in order to create a map of where you can view a number of new developments. This represents areas of open sky that now have a building present.
Forest Management Plan – Camp Al-Gon-Quian
Comprehensive management plan for 77 acres of YMCA forest at Burt Lake, addressing climate change, invasive species, wildfire risk, and opportunities for outdoor education.
Biomass Analysis Using Family-Level Tree Identification
Estimated above-ground biomass in Saginaw Forest by combining PyCrown canopy segmentation, NAIP image classification, and family-level allometric equations.
Biomass Analysis of Saginaw Forest – Presentation
Slide deck summarizing canopy detection, supervised image classification, and biomass estimation workflow for Saginaw Forest.
Predicting Growth in Michigan Tree Species
Bayesian hierarchical model linking DBH, temperature, and precipitation to annual ring-width growth for multiple species at Stinchfield Woods and Radrick Forest.
Predicting Growth in Michigan Tree Species
Slide deck summarizing the Bayesian hierarchical model linking DBH, temperature, and precipitation to annual ring-width growth for multiple species at Stinchfield Woods and Radrick Forest.
Interactive Forest Management Case Study (LearnGala)
Web-based teaching case hosted on LearnGala that translates my graduate forest management and climate resilience work into an interactive narrative for students.
Bordering Countries Map
HTML page showing the steps I took to collect data, clean it, and create a map based on the number of bordering countries per country.
Burt Lake Lidar Data (Camp AGQ)
HTML page showing the steps in order to create 3D maps of the Burt Lake area. Maps include a digital terrain model, hillshade model, and 3D renderings.
Tracking Collar Time-Series Data
HTML page showing the steps in order to create a 3D represenation of GPS data taken from my Cat's tracking collar over time.
Song Lyrics and Tik Tok Comment Analysis
HTML page showing the workflow in order to analyze the sentiment (positive/negative) of song lyrics and Tik Tok comments.
Analysing Urban Development Data within Salt Lake City, Utah
HTML page showing the workflow exploring the variable space related to different urbanization and demographic metrics
Facebook Marketplace El Camino Exploration
Write-up and infographic exploring Chevrolet El Camino listings on Facebook Marketplace and attribute data.
Nature-Based Solutions in South Carolina Shiny App
Shiny App webpage showing a map of South Carolina and the past, present, and future Nature-Based Soltions and various attributes.
Skill Exchange App for Michigan Campus
Website demo created for the SkillEx business veture as a part of the final project.
Scaniverse Photogrammetry App
Create and add 3D models to a Webmap using Scaniverse photogrammetry