47 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Cooperative Institute for Research in Environmental SciencesUS3 papers
- Colorado State UniversityUS2 papers
- Cooperative Institute for Research in the AtmosphereUS2 papers
- NOAA Earth System Research LaboratoryUS2 papers
- University of Colorado BoulderUS2 papers
- Cooperative Institute for Mesoscale Meteorological StudiesUS1 paper
- NOAA National Severe Storms LaboratoryUS1 paper
- NOAA Physical Sciences LaboratoryUS1 paper
- Nvidia (United States)US1 paper
- University of OklahomaUS1 paper
3 papers
HRRRCast: a data-driven emulator for regional weather forecasting at convection allowing scales
Daniel Abdi, Isidora Jankov, Paul Madden +5
The High-Resolution Rapid Refresh (HRRR) model is a convection-allowing model used in operational weather forecasting across the contiguous United States (CONUS). To provide a comp…
Can we integrate spatial verification methods into neural-network loss functions for atmospheric science?
Ryan Lagerquist, Imme Ebert-Uphoff
In the last decade, much work in atmospheric science has focused on spatial verification (SV) methods for gridded prediction, which overcome serious disadvantages of pixelwise veri…
Tropical and Extratropical Cyclone Detection Using Deep Learning
Christina Kumler-Bonfanti, Jebb Stewart, David Hall +1
Extracting valuable information from large sets of diverse meteorological data is a time-intensive process. Machine learning methods can help improve both speed and accuracy of thi…