Category: Incubator Project

• Incubating a DREAM

  

  Project Leads: Christina Bandaragoda, senior research scientist, Watershed Dynamics Research Group, Civil & Environmental Engineering; Purshottam Shivraj, Data Science Master’s Student; Nicoleta Cristea, research associate, Mountain Hydrology Lab, Civil and Environmental Engineering eScience Liaisons: Amanda Tan and Rob Fatland Sparcity of temporal data in high elevations is a hurdle for every water resources researcher investigating…

• Deciphering climate clues via carbon flux simulation

  

  Project Lead: Qiaoyun Peng, Department of Atmospheric Sciences eScience Liaisons: Amanda Tan and Rob Fatland Carbon and energy exchanges between the terrestrial biosphere and the atmosphere are important drivers of the Earth’s climate system. The net carbon exchange results from a balance between ecosystem uptake (photosynthesis) and losses (respiration), which could be measured and quantified…

• Experimental diffusion analysis to extract tissue structure function in the diseased brain

  

  Project Lead: Chad Curtis, PhD student, Chemical Engineering Department eScience Liaison: Ariel Rokem One highly underrepresented, but critically needed, area of study is inflammation-mediated central nervous system (CNS) disease. Inflammation in the CNS, mediated by activated microglia and astrocytes, is implicated in the development of several neurologic disorders in both children and adults. Strategies to…

• Discovering Marine Trophic Interaction Patterns

  

  Project Lead: Wu-Jung Lee, Applied Physics Laboratory eScience Liaisons: Bernease Herman and Valentina Staneva The temporal and spatial occurrence of predator-prey interactions, and the associated biomass change across the food chain, are of central importance in the marine ecosystem. Compared to net-based sampling methods, sonar systems (echosounders) offer promising potentials for quantifying such interactions, by delivering synoptic…

• Monitoring Freshwater Vulnerability to Climate Change and Human Activity

  

  Project Lead: Catherine Kuhn, School of Environmental and Forest Sciences  eScience Liaisons: Amanda Tan and Rob Fatland Rivers, lakes and streams are considered sentinels of environmental change. Deforestation, urbanization, and nutrient runoff are increasingly recognized as drivers of change for freshwaters, yet most research analyzing the impact of these forcings occurs at the watershed scale.…

• Detecting Small Particles in Low-Contrast Images to Aid in Particle Tracking

  

  Project Lead: Alicia Clark, Mechanical Engineering eScience Liaisons: Bernease Herman and Valentina Staneva Ultrasound (US) is a safe and non-invasive imaging method commonly used in healthcare and clinical applications due to its high spatial and temporal resolution. However, there are areas of the body where low contrast makes it difficult to obtain high quality images needed…

• 3D Visualization of Prostate Cancer Using Light-Sheet Microscopy

  

  Project Lead: Dr. Nicholas Reder, Pathology eScience Liaison: Ariel Rokem Advances in microscopic imaging enable visualization of heretofore unseen 3D microanatomical features, which have the potential to transform cancer diagnostics. These novel imaging techniques have led to improved diagnostics in kidney biopsies, brain structure, and embryonic development. Light-sheet microscopy and tissue clarification techniques are a particularly…

• Cloud-Enabled Tools for the Analysis of Subsea HD Camera Data

  

  Project Lead: Aaron Marburg, Applied Physics Laboratory eScience Liaisons: Bernease Herman and Valentina Staneva The publicly available data generated by CamHD have enormous scientific potential, with the capacity to support a wide range of geological, biological, hydrological, and oceanographic investigations using image analysis methods. However, the large size of the video archive and the lack of…

• Applying Machine Learning to the Analysis of the Large-Scale Structure of Turbulence

  

  Project Lead: Owen Williams, Department of Aeronautics and Astronautics eScience Liaison: Jake VanderPlas Turbulent flows dominate many flows of engineering interest, regulating mixing, heat transfer and drag on vehicles. While hard to concisely define, turbulence is noisy, stochastic, and contains eddies of a wide range of scales that combine to create a chaotic set of movements that…

• Damage Speaks: Acoustical Monitoring Framework for Structures Subjected to Earthquakes

  

  Project Lead: Travis Thonstad, Civil & Environmental Engineering, University of Washington Project Collaborators: Marc O. Eberhard; John F. Stanton, Civil and Environmental Engineering, University of Washington; Islam Mantawy; David H. Sanders, Civil and Environmental Engineering, University of Nevada, Reno eScience Liaison: Valentina Staneva Currently, the assessment of the integrity and safety of structures subjected to earthquakes relies on a…