Environmental Engineering
5 Papers
Environmental Engineering is an academic researcher. The author has contributed to research in topics: Computer science & Geology. The author has co-authored 4 publications.
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Papers
Daftar Isi
TL;DR: Daftar Isi et al. as discussed by the authors proposed a novel approach to solve the problem of homonymity in homonym-searching, and proposed a method to solve it.
Robust Causality and False Attribution in Data-Driven Earth Science Discoveries
Elizabeth Eldhose,Tejasvi Chauhan,Vikram Singh Chandel,Subimal Ghosh,Auroop R. Ganguly Department of Civil Engineering,I. I. T. Bombay,Mumbai,Indian,Interdisciplinary Program in Climate Studies,Sustainability,Data Sciences Laboratory,Department of Civil,Environmental Engineering,N. University,Boston,Ma,Usa,P. N. N. Laboratory,Richland,Wa +19 more
- 26 Sep 2022
TL;DR: This paper developed a subsample-based ensemble approach for robust causality analysis and showed that transfer entropy-based causal graphs, which have recently become popular in the earth sciences with high-profile discoveries, can be spurious even when augmented with statistical significance.
Improving debris flow evacuation alerts in Taiwan using machine learning
Yi-Lin Tsai,Jeremy Irvin,Suhas Chundi,Joao Estacio Gaspar Araujo,Andrew Y. Ng,Christopher B. Field,Peter K. Kitanidis Department of Civil,Environmental Engineering,Stanford University,Stanford,Ca,Usa,Department of Materials Science,Woods Institute for the Environment,Interdisciplinary Environmental Studies Program,Department of Computer Science,Institute for Computational +16 more
TL;DR: A random forest model performed the best among the five models and outperformed the existing debris warning system in Taiwan, suggesting the potential for machine learning models trained on hourly rainfall data alone to save lives while reducing false alerts.
Formation and evolution of turbulence in convectively unstable internal solitary waves of depression shoaling over gentle slopes in the South China Sea
Tilemachos Bolioudakis,Theodoros Diamantopoulos,Peter Diamessis,Ren-Chieh Lien,Kevin G. Lamb,Gustavo Rivera-Rosario,Greg N. Thomsen School of Civil,Environmental Engineering,C. University,Ithaca,N. York,Applied Physics Laboratory,U. Washington,Seattle,Washington,D. Mathematics,Universityof Waterloo,Waterloo,Canada,Wandering Wakhs Research,Austin,Texas +21 more
TL;DR: Large-scale simulations of high-amplitude Internal Solitary Waves (ISWs) in the South China Sea reveal the formation and evolution of turbulence through convective and shear instability, with distinct subsurface vortical structures and gravity currents developing in response to ISW shoaling.
Effective approaches to disaster evacuation during a COVID-like pandemic
Yi-Lin Tsai,Dymasius Y. Sitepu,Karyn E. Chappell,Rishi P. Mediratta,C. J. Wang,Peter K. Kitanidis,Christopher B. Field Department of Civil,Environmental Engineering,Stanford University,Stanford,Ca,Usa,National University of Singapore,Singapore,Department of Electrical Engineering,I. -. London,London,Uk,Department of Pediatrics,Stanford School of Medicine,Department of Health Policy,Woods Institute for the Environment,Bio-X,Institute for Computational,Department of Biology,Department of Materials Science,Interdisciplinary Environmental Studies Program +26 more
TL;DR: An age-structured epidemiological model is applied, known as the Susceptible-Exposed-Infectious-Recovered (SEIR) model, to investigate to what extent vaccine uptake levels and the Diversion protocol implemented in Taiwan decrease infections and delay pandemic peak occurrences.