Research

Themes & methods

Humanistic GIS Fake Geographies GeoAI

We study how places carry meaning, memory, and power — and we build new tools to represent that meaning cartographically.

Humanistic GIS

Rethinking GIS as a medium for poetic dwelling on the digital earth — joining critical theory, care ethics, and cartographic practice. We study the social implications of emerging GIS technologies and develop methods that keep human meaning, memory, and ambiguity at the center.

  • critical GIS
  • care ethics
  • digital geohumanities
  • place

Fake Geographies

How do deepfake satellite imagery, location spoofing, and synthetic places challenge what we mean by spatial truth? The lab investigates the technical, ethical, and epistemological consequences of geospatial misinformation in a post-truth world.

  • deepfake geography
  • location spoofing
  • post-truth
  • misinformation

Geospatial AI & Spatial Data Science

GeoAI uncertainty, ethics, and the limits of automation. We build and critique large-scale spatial models — from Earth embeddings to neural sensing of emotion — and ask what placelessness, bias, and reflexivity mean for the next generation of geographic intelligence.

  • GeoAI
  • spatial data science
  • ethics
  • reflexivity

Selected funded research

A partial list of awarded grants supporting work in the lab.

YearsProjectSponsorAmountRole
2020—24 Examining Shifting Geographies of Historically Underrepresented Groups NSF Human-Environment and Geographical Sciences (1951072) $395,839 Co-PI
2019—21 Coastal Hazard Planning in Time NSF Coastlines and People EAGER (1940024) $297,288 Co-PI
2024 GeoAI for Social Sciences and Humanities UW Data Science Minor Grant $12,800 PI
2023 Critical and Creative (Un)Mapping of the Capitol Hill Organized Protest UW Humanities Data Science Summer Institute ~$22,000 Co-PI
2022 Detecting Deepfaked Satellite Imagery with Machine Learning Samsung / Joule $64,970 PI
2022 Better Methods to Enumerate Individuals Experiencing Homelessness UW Population Health Initiative $106,822 Co-PI
2022 Web Programming for GIS Applications UW Data Science Minor Grant $20,000 PI
2021—22 Improving Enumeration of Homelessness Using Cell Phone Location Data Urban@UW Research Spark $19,299 Co-PI
2020—21 CORAL Study (PETAL Network) NIH NHLBI (3U01HL123009-06S2) $69,173 Site PI
2020 COVID-19 Smart Dashboard for Risk to Washington Workers UW Population Health Initiative $19,537 PI
2018—19 The Global Refugee Atlas National Geographic (NGS-51699S-18) $68,383 PI
2018—19 Fanno Creek Watershed Geovisualization Clean Water Service $50,000 PI
2015—16 Rajawali Fellowship Harvard Kennedy School $50,000 PI