SABINE LOOS

SABINE LOOS

Disaster analyst. Stanford PhD Candidate. NSF fellow.

SHE/HER.
SHE/HER. PRONUNCIATION: SUH-BEAN L"OH"S.

ABOUT

I'm a Stanford PhD candidate, disaster analyst, and data visualization enthusiast who works with data to inform decisions after an event. In my research, the communities that I organize, or with the students I advise, I value cultivating open and understanding environments to bring different perspectives together. I've been fortunate enough to learn how to actualize some of my values from my two advisors: Professors Jack Baker at Stanford and David Lallemant at the Earth Observatory of Singapore.

MODELING POST-DISASTER IMPACT WITH DATA

I develop flexible, statistical models to quantify a disaster's impact to inform early recovery decisions after an event.

My research focuses on three main tenants, which are especially important as we enter this data-driven age in disaster management.

  1. Usable outputs. I have a specific and realistic decision and end-user in mind when developing a model (in this case, those policymakers creating recovery plans in regions with little surveyed data).
  2. Flexible models with limits. Disasters are very place-based. Furthermore, statistical models developed in one place are not expected to perform as well if ported over to an entirely different place. I develop frameworks for models to be implemented in specific locations and try my best to be clear about the limits of these models.
  3. Thoughtful metrics. The choice of metric is important not just from a usability point of view (i.e. can it be used to make a decision) but also determines what type of plans are put in place. Metrics that predicate disaster aid shape how well (or not well) different groups recover. For examples, see my blog post or this code switch episode.

πŸ‘©πŸ½β€πŸ’Ό Scroll down to explore more of my work

WORK

I often think about how my work will leave an impact.

At a high-level, I hope my research leads to a more just society. On the day to day, I try to create a warm, inclusive environment with the

← organizations I lead, students I advise, and classes I teach.

CONTENT

Half the work of being a researcher is sharing it with those who use it.

I create content for academics, policymakers, or just an audience generally interested in disasters through

← my publications, presentations, & visualizations

CONTACT

This website was made with the help of notion + super + icons8 + figma

image