Title
Visualizing Uncertain Tropical Cyclone Predictions using Representative Samples from Ensembles of Forecast Tracks.
Abstract
A common approach to sampling the space of a prediction is the generation of an ensemble of potential outcomes, where the ensemble's distribution reveals the statistical structure of the prediction space. For example, the US National Hurricane Center generates multiple day predictions for a storm's path, size, and wind speed, and then uses a Monte Carlo approach to sample this prediction into a la...
Year
DOI
Venue
2019
10.1109/TVCG.2018.2865193
IEEE Transactions on Visualization and Computer Graphics
Keywords
Field
DocType
Storms,Uncertainty,Visualization,Hurricanes,Tropical cyclones,Prediction algorithms,Predictive models
Glyph,Data mining,Monte Carlo method,Wind speed,Visualization,Computer science,Communication channel,Storm,Theoretical computer science,Sampling (statistics),Tropical cyclone
Journal
Volume
Issue
ISSN
25
1
1077-2626
Citations 
PageRank 
References 
2
0.37
0
Authors
4
Name
Order
Citations
PageRank
Le Liu120.37
Lace M. K. Padilla2355.40
Sarah H. Creem-Regehr361556.81
Donald H. House451355.27