Jacob Radford

College of Sciences

Works (5)

Updated: December 5th, 2023 14:32

2023 article

An Iterative Approach toward Development of Ensemble Visualization Techniques for High-Impact Winter Weather Hazards: Part I: Product Development

Radford, J. T., Lackmann, G. M., Goodwin, J., Correia, J., & Harnos, K. (2023, August 17). Bulletin of the American Meteorological Society, Vol. 104, pp. E1630–E1648.

By: J. Radford n, G. Lackmann n , J. Goodwin n , J. Correia* & K. Harnos *

author keywords: Uncertainty; Ensembles; Forecasting techniques; Probability forecasts/models/ distribution; Risk assessment; Model interpretation and visualization
topics (OpenAlex): Meteorological Phenomena and Simulations; Fire effects on ecosystems; Species Distribution and Climate Change
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 Goals Color Wheel
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 article

An Iterative Approach toward Development of Ensemble Visualization Techniques for High-Impact Winter Weather Hazards: Part II: Product Evaluation

Radford, J. T., Lackmann, G. M., Goodwin, J., Correia, J., & Harnos, K. (2023, July 13). Bulletin of the American Meteorological Society, Vol. 104, pp. E1649–E1669.

By: J. Radford n, G. Lackmann n , J. Goodwin n , J. Correia* & K. Harnos *

author keywords: Uncertainty; Ensembles; Forecasting techniques; Probability forecasts/models/ distribution; Risk assessment; Model interpretation and visualization
topics (OpenAlex): Meteorological Phenomena and Simulations; Data Visualization and Analytics; Species Distribution and Climate Change
UN Sustainable Development Goals Color Wheel
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 article

Assessing Variations in the Predictive Skill of Ensemble Snowband Forecasts with Object-Oriented Verification and Self-Organizing Maps

Radford, J. T., & Lackmann, G. M. (2023, July 12). Weather and Forecasting, Vol. 38, pp. 1673–1693.

By: J. Radford n & G. Lackmann n 

author keywords: Snowbands; Neural networks; Pattern detection; Ensembles; Forecast verification/skill
topics (OpenAlex): Meteorological Phenomena and Simulations; Cryospheric studies and observations; Climate variability and models
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
14. Life Below Water (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: September 25, 2023

2023 article

Improving High-Resolution Ensemble Forecast (HREF) System Mesoscale Snowband Forecasts with Random Forests

Radford, J. T., & Lackmann, G. M. (2023, July 11). Weather and Forecasting, Vol. 38, pp. 1695–1706.

By: J. Radford n & G. Lackmann n 

author keywords: Snowbands; Forecast verification/skill; Probability forecasts/models/distribution; Artificial intelligence; Classification; Decision trees
topics (OpenAlex): Cryospheric studies and observations; Meteorological Phenomena and Simulations; Climate variability and models
TL;DR: It is demonstrated that simple probabilistic snowband forecasting strategies can yield substantial improvements over deterministic CAMs. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: September 25, 2023

2019 article

An Evaluation of Snowband Predictability in the High-Resolution Rapid Refresh

Radford, J. T., Lackmann, G. M., & Baxter, M. A. (2019, August 14). Weather and Forecasting, Vol. 34, pp. 1477–1494.

By: J. Radford n, G. Lackmann n  & M. Baxter*

author keywords: Snow; Forecast verification; skill; Mesoscale forecasting; Operational forecasting; Mesoscale models; Model evaluation; performance
topics (OpenAlex): Meteorological Phenomena and Simulations; Climate variability and models; Cryospheric studies and observations
UN Sustainable Development Goals Color Wheel
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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