Please join us for a UW Data Science Seminar event on Wednesday, April 5th from 4:30 to 5:20 p.m. PST. The seminar will feature two projects from our 2023 Data Science Incubator program: Celina Balderas Guzmán, Assistant Professor of UW Landscape Architecture, and Yiyu Ni, a UW Graduate Student of Earth and Space Science.
Use this zoom link to join
“Wetland Communities in the US”
Abstract: Sea level rise threatens human communities on the coast. Conserving coastal wetlands is increasingly seen as an adaptation response that can protect human communities by absorbing storm surge. How many people currently benefit from the protective benefits of coastal wetlands? Who are they? This research seeks to quantify and profile “wetland communities” in coastal states using data science techniques. Global institutions, national and local governments, non-profits, practitioners and scientists are currently promoting wetland conservation as an adaptation response. This increased interest means investment dollars and planning resources are going into wetland conservation. The motivation behind this work is to provide useful information for researchers, policymakers, and communities interested in wetland restoration or protection and prioritizing projects.
“The Prototype of a Cloud Store for Distributed Acoustic Sensing Data”
Abstract: Distributed Acoustic Sensing (DAS) is the recording of strain measurements distributed along an optic fiber cable using photonic sensing. DAS can record signals from cars, trains, ships, planes, earthquakes, volcanic tremors, avalanches, footsteps, and whales. The technology is a revolution for seismology research, with great potential for frontier applications such as wildlife monitoring and the built environment. The data comes in at a high rate (100-10kHz) and multi-channels (100s-10,000s) continuously. The Photonic Sensing Facility (PSF) at UW already has 100sTBs of DAS data from 3 PSF-related experiments. At the same time, the PSF is planning several short- and long-term experiments that will bring the data archive to 1PB by the end of 2023. This large amount of data necessitates the exploration of the data format and metadata structure for fast data queries and processing. This incubator project aims to pilot the first cloud object storage to host DAS data. Our team will deploy a local cloud storage service on our local servers to emulate a cloud platform for DAS research using cloud-optimized data formats. The outcome of the project will be a pilot experiment promoted for authoritative seismic networks and archives.
Link to full Incubator project here.
The UW Data Science Seminar is an annual lecture series at the University of Washington that hosts scholars working across applied areas of data science, such as the sciences, engineering, humanities and arts along with methodological areas in data science, such as computer science, applied math and statistics. Our presenters come from all domain fields and include occasional external speakers from regional partners, governmental agencies and industry.
The 2022-2023 seminars will be virtual, and are free and open to the public.