Jonathan Frame
- ORCiD
- https://orcid.org/0000-0002-2533-3843
- OpenAlex ID
- https://openalex.org/A5032528778 (API record)
Associated Concepts [?]
- Computer science
- Physics
- Mathematics
- Geography
- Artificial intelligence
- Environmental science
- Engineering
- Geology
- Biology
- Machine learning
- Cartography
- Statistics
- Quantum mechanics
- Meteorology
- Ecology
- Drainage basin
- Philosophy
- Geotechnical engineering
- Surface runoff
- Programming language
- Political science
- Operating system
- Hydrology (agriculture)
- Economics
- Law
Authored Works
sorted by decreasing year, and then by display-name
- Understanding flood risk from space: opportunities to adapt to changing risk
- Flood maps across CONUS using the U.S. National Water Model, satellite observations and convolutional neural networks
- Exploring the Benefits of Machine Learning: Improving Stormflow Predictions using Long Short-Term Memory Networks
- Deep learning sub-seasonal predictions of flooded area in South Sudan
- Automated Decision Support for Model Selection in the Nextgen National Water Model
- A Remote Sensing Approach to Bridging the Gaps in FEMA Flood Risk Maps
- Next Generation National Water Model: Strategy and Preliminary Performance of Initial Model Formulations
- Extensions to the Basic Model Interface to Support Serialization of a Model's State Variables for Load Balancing and Checkpointing
- Deep learning for the Next Generation U.S. National Water Model
- An Enhanced Noah-MP for Nextgen: Modularization and Implementation of the Basic Model Interface
Linked Co-Authors
- A. W. Wood
- Ahmad Jan
- Beth Tellman
- Brian Avant
- Hannah K. Friedrich
- K. S. Jennings
- N. Frazier
- S. D. Peckham
- Subit Chakrabarti
Linked Collaborating Institutions
- California State University, Monterey Bay
- Duke University, North Carolina
- Johannes Kepler University, Linz, Austria
- NASA Goddard Space Flight Center, Maryland
- National Center for Atmospheric Research, Colorado
- National Oceanic and Atmospheric Administration, Washington
- Oak Ridge National Laboratory, Tennessee
- San Diego State University, California
- University of Alabama, Tuscaloosa
- University of Arizona
- University of Colorado, Boulder
- University of Houston, Texas
- University of Illinois, Urbana-Champaign
- University of Nevada, Reno
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