Research Projects
GREENPATH SF
Evaluating and Improving the Suitability of Streets Network for Active Travel in San Francisco Downtown2023 Individual Work
This study presents a comprehensive evaluation of the suitability of the street network for active travel in downtown San Francisco, with a particular emphasis on the role of green canopy and street infrastructure. The primary objective is to assess how these elements contribute to creating an environment conducive to walking and biking, promoting sustainable urban mobility.

CHARGING FOR ALL
Network Analysis for Expanding Service Range of EV Charging Stations based on Infrastructure Justice in San Francisco2023 Group Work
The proposed research framework analyzes demographic factors and uses network analysis to idecuidelines for siting public EV charging stations in San Francisco. The framework prioritizes equitable distribution and considers future demand growth and policy support to prevent underserved communities from being left behind in the transition to electric vehicles.

SCENERIES ON THE ROAD
Impact of Tree Seasonal Changes on Active Travel2020 Group Work
This study uses GPS travel trajectories to determine whether street plants are dominated by deciduous trees through the Normalized Vegetation Index (NDVI), and uses ArcGIS multiple linear regression to study the impact of street seasonal changes on people's active travel.


INTRODUCE PRESCRIBED FIRE INTO
SEA RANCH
Schedule prescribed fires based on suitability analysis to Mitigate Catastrophic Wildfire and Contribute to their Land Stewardship Ethic2023 Group Work

Commuting Time in Manhattan
2023 Individual Work2023

Toxins in Groundwater
in Zeneca&Blair Landfill

Richmond Coast Analysis
2022 Individual Work