431 citations
- Cooperative Institute for Research in Environmental SciencesUS9 papers
- National Oceanic and Atmospheric AdministrationUS6 papers
- University of Colorado BoulderUS5 papers
- Harvard UniversityUS3 papers
- Colorado State UniversityUS2 papers
- Naval Postgraduate SchoolUS2 papers
- NOAA Global Systems Laboratory2 papers
- NOAA Physical Sciences LaboratoryUS2 papers
- Northwest Research AssociatesUS2 papers
- Arizona State UniversityUS1 paper
- Center for Astrophysics Harvard & SmithsonianUS1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
15 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…
AI-informed model-analogs for understanding subseasonal-to-seasonal jet stream and North American temperature predictability
Jacob B. Landsberg, Matthew Newman, Elizabeth A. Barnes
Subseasonal-to-seasonal forecasting is crucial for public health, disaster preparedness, and agriculture, and yet it remains a particularly challenging timescale to predict. We exp…
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…
Decadal attribution of historic temperature and ocean heat content change to anthropogenic emissions
E. J. L. Larson, R. W. Portmann, S. Solomon +1
We present an alternative method of calculating the historical effective radiative forcing using the observed temperature record and a kernel based on the CMIP5 temperature respons…
Laboratory Investigations of Titan Haze Formation: In Situ Measurement of Gas and Particle Composition
Sarah M. Horst, Y. Heidi Yoon, Melissa S. Ugelow +4
Prior to the arrival of Cassini-Huygens, aerosol production in Titan's atmosphere was believed to begin in the stratosphere where chemical processes are predominantly initiated by…
3.5-Year Monitoring of 225 GHz Opacity at the Summit of Greenland
Satoki Matsushita, Keiichi Asada, Pierre L. Martin-Cocher +6
We present the 3.5-yr monitoring results of 225 GHz opacity at the summit of the Greenland ice sheet (Greenland Summit Camp) at an altitude of 3200 m using a tipping radiometer. We…