ACADEMIC PROJECTS 📝

Spatial Analysis and Modelling

A figure explaining the relationship between kernel density estimation search radius and results

A figure organizing Hot Spot Analysis results from using different distance bands. The results are organized with the y-axis being more significant values and the x-axis being more intense cold spots.

Hot Spot Analysis: How Tool Parameters Impact Results in ArcGIS Pro

Kernel Density Estimation: Relationship between Search Radius and Density values

Remote Sensing

A Spatiotemporal Analysis of Environmental and Social Conditions in Parks in LA City Council District 7
Fusion of Hyperspectral Imagery and High-Density LiDAR in Urban Forestry Applications

Methodology Flowchart: This was used in the paper "A Spatiotemporal Analysis of Environmental and Social Conditions in Parks in Los Angeles City Council District 7" to summarize the the land classification workflow in ArcGIS Pro and Google Earth Engine

LiDAR Collection and Output Diagram: This was used in the paper "A Spatiotemporal Analysis of Environmental and Social Conditions in Parks in Los Angeles City Council District 7" to summarize the data type and processing used in the methodology

Geology

Geology of Block Mountain, MT: These maps are based on data from a month-long field excursion in Dillon, MT. There is an overview of Block Mountain geology (left) and a cross section of that same figure (right)

Elevation and Profile Changes Before and After Mt. St. Helens Eruption: These maps were created by me for a lab focusing on analyzing topographic changes in ArcMap. It was created using the 3D Analyst extension.