Imme Ebert-Uphoff
Colorado State University
H-index: 37
North America-United States
Top articles of Imme Ebert-Uphoff
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography | AI Magazine | Amy McGovern Imme Ebert‐Uphoff Elizabeth A Barnes Ann Bostrom Mariana G Cains | 2024/2 |
Identifying and Categorizing Bias in AI/ML for Earth Sciences | Bulletin of the American Meteorological Society | Amy McGovern Ann Bostrom Marie McGraw Randy J Chase David John Gagne | 2024/1/22 |
A Research Agenda for the Evaluation of AI-Based Weather Forecasting Models | Imme Ebert-Uphoff Jebb Q Stewart Jacob T Radford | 2024/3/7 | |
Using Grouped Features to Improve Explainable AI Results for Atmospheric AI Models that use Gridded Spatial Data and Complex Machine Learning Technique | Authorea Preprints | Evan Krell Philippe Tissot Antonios Mamalakis Waylon Collins Imme Ebert-Uphoff | 2024/2/15 |
Exploring the Use of Machine Learning to Improve Vertical Profiles of Temperature and Moisture | Artificial Intelligence for the Earth Systems | Katherine Haynes Jason Stock Jack Dostalek Charles Anderson Imme Ebert-Uphoff | 2024/1 |
Super-Resolution of GOES-16 ABI Bands to a Common High Resolution with a Convolutional Neural Network | Artificial Intelligence for the Earth Systems | Charles H White Imme Ebert-Uphoff John M Haynes Yoo-Jeong Noh | 2024/2/14 |
GREMLIN: GOES Radar Estimation via Machine Learning to Inform NWP | Kyle Aaron Hilburn | 2023 | |
Machine-learned uncertainty quantification is not magic: Lessons learned from emulating radiative transfer with ML | Authorea Preprints | Ryan Lagerquist Imme Ebert-Uphoff David D Turner Jebb Q Stewart | 2023/11/14 |
Machine learning for clouds and climate | Clouds and their climatic impacts: Radiation, circulation, and precipitation | Tom Beucler Imme Ebert‐Uphoff Stephan Rasp Michael Pritchard Pierre Gentine | 2023/12/19 |
The Role of Earth System Interactions in Large-Scale Atmospheric Circulation and Climate | Simchan Yook | 2023 | |
Trust and trustworthy artificial intelligence: A research agenda for AI in the environmental sciences | Ann Bostrom Julie L Demuth Christopher D Wirz Mariana G Cains Andrea Schumacher | 2023/11/8 | |
Leveraging spatiotemporal information in meteorological image sequences: From feature engineering to neural networks | Environmental Data Science | Akansha S Bansal Yoonjin Lee Kyle Hilburn Imme Ebert-Uphoff | 2023/1 |
Creating and evaluating uncertainty estimates with neural networks for environmental-science applications | Artificial Intelligence for the Earth Systems | Katherine Haynes Ryan Lagerquist Marie McGraw Kate Musgrave Imme Ebert-Uphoff | 2023/4 |
Estimating Full Longwave and Shortwave Radiative Transfer with Neural Networks of Varying Complexity | Journal of Atmospheric and Oceanic Technology | Ryan Lagerquist David D Turner Imme Ebert-Uphoff Jebb Q Stewart | 2023/11 |
Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience | Artificial Intelligence for the Earth Systems | Antonios Mamalakis Elizabeth A Barnes Imme Ebert-Uphoff | 2023/1 |
The outlook for AI weather prediction | Imme Ebert-Uphoff Kyle Hilburn | 2023/7/20 | |
A primer on topological data analysis to support image analysis tasks in environmental science | Artificial Intelligence for the Earth Systems | Lander Ver Hoef Henry Adams Emily J King Imme Ebert-Uphoff | 2023/1 |
Improving NHC’s Operational Intensity Guidance Suite and Situational Awareness with Better Metrics of Ocean-TC Interaction | 103rd AMS Annual Meeting | Galina Chirokova Gregory Foltz John Kaplan Debra Molenar Imme Ebert-Uphoff | 2023/1/10 |
Trustworthy Artificial Intelligence for Environmental Sciences: An Innovative Approach for Summer School | Bulletin of the American Meteorological Society | Amy McGovern David John Gagne Christopher D Wirz Imme Ebert-Uphoff Ann Bostrom | 2023/6 |
Assessing the State-Dependency of Infrared Satellite Precipitation Errors | Eric Goldenstern | 2022 |
