189 citations · 522 across the 27 of their papers we have counts for
7 papers · 1 filter
Comparison of CYGNSS and Jason-3 Wind Speed Measurements via Gaussian Processes
William Bekerman, Joseph Guinness
Wind is a critical component of the Earth system and has unmistakable impacts on everyday life. The CYGNSS satellite mission improves observational coverage of ocean winds via a fl…
Log-Gaussian Cox Process Modeling of Large Spatial Lightning Data using Spectral and Laplace Approximations
Megan L. Gelsinger, Maryclare Griffin, David S. Matteson +1
Lightning is a destructive and highly visible product of severe storms, yet there is still much to be learned about the conditions under which lightning is most likely to occur. Th…
An Observational Study of the Effect of Nike Vaporfly Shoes on Marathon Performance
Joseph Guinness, Debasmita Bhattacharya, Jenny Chen +2
We collected marathon performance data from a systematic sample of elite and sub-elite athletes over the period 2015 to 2019, then searched the internet for publicly-available phot…
Estimating Atmospheric Motion Winds from Satellite Image Data using Space-time Drift Models
Indranil Sahoo, Joseph Guinness, Brian J. Reich
Geostationary satellites collect high-resolution weather data comprising a series of images which can be used to estimate wind speed and direction at different altitudes. The Deriv…
Multivariate Spatial-Temporal Variable Selection with Applications to Seasonal Tropical Cyclone Modeling
Marcela Alfaro Córdoba, Montserrat Fuentes, Joseph Guinness +1
Tropical cyclone and sea surface temperature data have been used in several studies to forecast the total number of hurricanes in the Atlantic Basin. Sea surface temperature (SST)…
An Evolutionary Spectrum Approach to Incorporate Large-scale Geographical Descriptors on Global Processes
Stefano Castruccio, Joseph Guinness
We introduce a nonstationary spatio-temporal statistical model for gridded data on the sphere. The model specifies a computationally convenient covariance structure that depends on…
Interpolation of nonstationary high frequency spatial-temporal temperature data
Joseph Guinness, Michael L. Stein
The Atmospheric Radiation Measurement program is a U.S. Department of Energy project that collects meteorological observations at several locations around the world in order to stu…