20 citations · 41 across the 10 of their papers we have counts for
4 papers · 1 filter
Assessing the Reliability of Wind Power Operations under a Changing Climate with a Non-Gaussian Bias Correction
Jiachen Zhang, Paola Crippa, Marc G. Genton +1
Facing increasing societal and economic pressure, many countries have established strategies to develop renewable energy portfolios, whose penetration in the market can alleviate t…
Improving Bayesian Local Spatial Models in Large Data Sets
Amanda Lenzi, Stefano Castruccio, Haavard Rue +1
Environmental processes resolved at a sufficiently small scale in space and time will inevitably display non-stationary behavior. Such processes are both challenging to model and c…
Bayesian Modeling of Air Pollution Extremes Using Nested Multivariate Max-Stable Processes
Sabrina Vettori, Raphaël Huser, Marc G. Genton
Capturing the potentially strong dependence among the peak concentrations of multiple air pollutants across a spatial region is crucial for assessing the related public health risk…
A Stochastic Generator of Global Monthly Wind Energy with Tukey -and- Autoregressive Processes
Jaehong Jeong, Yuan Yan, Stefano Castruccio +1
Quantifying the uncertainty of wind energy potential from climate models is a very time-consuming task and requires a considerable amount of computational resources. A statistical…