Semiparametric regression for circular response with application in ecology
ABSTRACT A regression model for a circular response variable depending on a linear or a circular predictor is presented in this paper. The conditional density belongs to a parametric flexible family that allows for asymmetry and varying peakedness around the modal direction.
Jose Ameijeiras‐Alonso, Irène Gijbels
wiley +1 more source
A novel spatiotemporal transformer network with multivariate fusion for short-term precipitation forecasting. [PDF]
Zhang K, Zhang G, Wang X, Zhu Y, Wu L.
europepmc +1 more source
Deep Neural Network Based Scale‐Adaptive Cloud Vertical Overlap Parameterization
Abstract Cloud vertical overlap has important implications for cloud radiative effects in climate models. Due to its spatiotemporal complexity, it is difficult to simulate cloud overlap in climate models. Decorrelation length (L $L$) is crucial for depicting the vertical overlap of clouds in climate models.
Xin Wu +4 more
wiley +1 more source
A super-resolution network based on dual aggregate transformer for climate downscaling. [PDF]
Li M, Chen Y, Song Z.
europepmc +1 more source
Abstract The probability density function of drops is difficult to model. Current approaches make assumptions that are often problematic, as they allow negative values for the mean of the distribution. While the statistical goodness of fit of those models might be reasonable for precipitation radar estimation, the situation is unsatisfactory if a fully
Francisco J. Tapiador +9 more
wiley +1 more source
Hail as a damage vector for renewable energy. [PDF]
Pryor SC, Barthelmie RJ.
europepmc +1 more source
How Does the Magnetosphere‐Ionosphere Current System Respond to Solar Flares?
Abstract While the isolated effects of solar flares on low‐latitude ionospheric electrodynamics have been well documented, the coupled system response of the equatorial electrojet (EEJ), auroral electrojet (AEJ), field‐aligned currents (FACs), and asymmetric ring current (ASY‐H) remains poorly understood.
Hongkai Tang +5 more
wiley +1 more source
A self-attention driven multi-scale object detection framework for adverse weather in smart cities. [PDF]
Dasu BT +5 more
europepmc +1 more source
Corona Discharges Glow on Trees Under Thunderstorms
Abstract Coronae, which are weak electrical discharges, have long been hypothesized to form on trees under thunderstorms, though never directly observed, characterized, or quantified. Using a newly developed instrument that measures ultraviolet emissions from coronae, the first direct observations and quantifications of coronae are presented for two ...
P. J. McFarland +3 more
wiley +1 more source
Vertical motions in clouds from EarthCare satellite and a global storm-resolving modeling. [PDF]
Roh W +5 more
europepmc +1 more source

