Jacob Radford
College of Sciences
Works (5)
Updated: December 5th, 2023 14:32
2023 journal article
An Iterative Approach toward Development of Ensemble Visualization Techniques for High-Impact Winter Weather Hazards
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 104(9), E1649–E1669.
author keywords: Uncertainty; Ensembles; Forecasting techniques; Probability forecasts/models/ distribution; Risk assessment; Model interpretation and visualization
journals.ametsoc.org (publisher PDF)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: October 30, 2023
2023 journal article
An Iterative Approach toward Development of Ensemble Visualization Techniques for High-Impact Winter Weather Hazards Part I: Product Development
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 104(9), E1630–E1648.
author keywords: Uncertainty; Ensembles; Forecasting techniques; Probability forecasts/models/ distribution; Risk assessment; Model interpretation and visualization
TL;DR:
A suite of probabilistic winter weather forecasting visualizations for High-Resolution Ensemble Forecast (HREF) system output was developed, found to have the greatest utility due to their association with impact decision support services (IDSS), and forecasters assessed snowfall rates as the most impactful variable.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: October 30, 2023
2023 journal article
Assessing Variations in the Predictive Skill of Ensemble Snowband Forecasts with Object-Oriented Verification and Self-Organizing Maps
WEATHER AND FORECASTING, 38(9), 1673–1693.
author keywords: Snowbands; Neural networks; Pattern detection; Ensembles; Forecast verification/skill
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
14. Life Below Water
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: September 25, 2023
2023 journal article
Improving High-Resolution Ensemble Forecast (HREF) System Mesoscale Snowband Forecasts with Random Forests
WEATHER AND FORECASTING, 38(9), 1695–1706.
author keywords: Snowbands; Forecast verification/skill; Probability forecasts/models/distribution; Artificial intelligence; Classification; Decision trees
TL;DR:
It is demonstrated that simple probabilistic snowband forecasting strategies can yield substantial improvements over deterministic CAMs.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: September 25, 2023
2019 journal article
An Evaluation of Snowband Predictability in the High-Resolution Rapid Refresh
WEATHER AND FORECASTING, 34(5), 1477–1494.
author keywords: Snow; Forecast verification; skill; Mesoscale forecasting; Operational forecasting; Mesoscale models; Model evaluation; performance
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: November 4, 2019
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