About

I am an environmental planner, civil engineer, and data scientist building computational solutions for data-driven planning against natural hazard risk .

Minho Kim
Academic Personal

I am a postdoctoral scholar in the Stanford Urban Resilience Initiative working with Professor Jack Baker.

My research combines computational modeling and geospatial data science to model natural hazard risk, which inform build decision support tools that guide more proactive, risk-informed approaches. During my PhD, I focused on wildfires and used fire spread simulations, remote sensing, and network science within a systems-thinking approach to understand how risk is complex and interconnected across the built and natural environment.

I received my PhD in Environmental Planning at UC Berkeley advised by Professors Marta C. Gonzalez and John Radke as a member of the HumNet Lab. I received my BS and MS degrees in Civil and Environmental Engineering at Seoul National University, where I was advised by Professor Yongil Kim as a member of the SPINS Lab.

I was born in South Korea and moved when I was five years old to the Forest City of Canada -- London, Ontario.

I've also been fortunate to live in many more beautiful places including London (UK), Seoul, and now, California. Naturally, I fell in love with traveling to experience the various wonders of our world: from hiking the Dolomites in Northern Italy, to venturing through the Arabian desert, to sleeping under the stars in Mongolia. Nowadays, you will probably catch me reading papers and sipping coffee in trendy local cafes or waiting in line for the newest pastries in town.

I have always been excited to explore and uncover the unseen, first with my own eyes, then a phone camera, and eventually satellites. The more I explored different parts of the world, the more I realized how complex and unpredictable our planet really is. In particular, I am interested in how interconnected humans, nature, and our technology are becoming, especially as global changes are pushing these interactions to the extreme. I was able to get a firsthand experience when I visited Spain to research with the Catalan Fire Service and responded to wildfires in real-time with firefighters and fire managers. Seeing how much rides on each high-stakes decision, I grew to appreciate just how much risk-informed, proactive decision-making matter.

Education

  • PhD in Environmental Planning, UC Berkeley (Sep 2021 – May 2026)
    Dissertation: Data-Driven Planning for Natural Hazard Risk Management
  • MS in Civil & Environmental Engineering, Seoul National University (Mar 2017 – Feb 2021)
    Thesis: Local Climate Zone Classification Using Multi-Scale Convolutional Networks
  • BS in Civil & Environmental Engineering, Seoul National University (Sep 2012 – Feb 2017)
    Thesis: Monitoring North Korea's 4th Nuclear Test Site Using Sentinel-1A DInSAR

Awards

Services

Journal Reviewer Remote Sensing (22), GIScience & Remote Sensing (3), Forecasting (3), Agronomy (3), Fire (2), Applied Sciences (2), Geospatial Information Science (2), IEEE JSTARS (2), International Journal of Digital Earth (2), ISPRS International Journal of Geo-Information (2), Land (2), Sustainability (2), European Journal of Remote Sensing (1), and Geocarto International (1)
Society Memberships American Association of Geographers, Association for Fire Ecology, American Geophysical Union, International Association of Wildland Fire, Association of Environmental Professionals, IEEE Geoscience and Remote Sensing Society, American Society for Photogrammetry and Remote Sensing, Korean-American Scientists and Engineers Association, Korean Graduate Student Association, ISPRS Student Consortium, Korean Society of Civil Engineers
Student Committee, Stanford Urban Resilience Initiative (2026)
Student Committee, California Fire Science Consortium (2025)
Session Chair, Image Analysis for Land Cover Mapping (IGARSS 2023)
Geospatial Data Support, Investigative Reporting Program, UC Berkeley (2022) Advised journalists on GIS tools and mapped deforestation and human activity in Brazil using satellite data, nighttime light imagery, and GIS data for the J298 OSINT Seminar

Collaborations

I am fortunate to collaborate with academics, experts, practitioners from all around the world. Hover or click on a pin for details.

📍 Want to put your marker on this map? Let's collaborate — email me.