3 papers
physics.ao-ph2025
Enhancing Deterministic Freezing Level Predictions in the Northern Sierra Nevada Through Deep Neural Networks
Vesta Afzali Gorooh, Agniv Sengupta, Shawn Roj +4
Accurate prediction of the freezing level is essential for hydrometeorological forecasting systems, with direct implications for runoff generation and reservoir management. In this…
physics.ao-ph2024
CW3E's West-WRF 200-member Ensemble
Luca Delle Monache, Daniel F. Steinhoff, Rachel Weihs +7
A 200-member ensemble developed at the Center for Western Weather and Water Extremes based on the Weather Research and Forecast atmospheric model tailored for the prediction of atm…
physics.ao-ph2024
Harnessing AI data-driven global weather models for climate attribution: An analysis of the 2017 Oroville Dam extreme atmospheric river
Jorge Baño-Medina, Agniv Sengupta, Allison Michaelis +3
AI data-driven models (Graphcast, Pangu Weather, Fourcastnet, and SFNO) are explored for storyline-based climate attribution due to their short inference times, which can accelerat…