Quarterly Journal of the Royal Meteorological Society, EarlyView.The change in the frequency of wet spells in tropical Australia in summer primarily contributes to the change in precipitation between wet and dry years. In the extratropics, both the frequency and intensity of wet spells are important, especially in winter.
Sunil Pariyar +4 more
wiley +1 more source
A theory-guided multi-scale temporal fusion network for road surface temperature nowcasting. [PDF]
iScienceWang K, Bao Y, Wei X, Zhu C, Liu D.
europepmc +1 more source
COBASE: A new copula‐based shuffling method for ensemble weather forecast postprocessing
Quarterly Journal of the Royal Meteorological Society, EarlyView.We propose COBASE, a novel copula‐based postprocessing methododology that combines the strengths of multivariate parametric correction with non‐parametric rank‐based approaches. We consider two case studies for multi‐site temperature in Austria and multi‐site temperature and dew‐point temperature in the Netherlands.
Maurits Flos +4 more
wiley +1 more source
HR-Mamba: Building Footprint Segmentation with Geometry-Driven Boundary Regularization. [PDF]
Sensors (Basel)Su B +7 more
europepmc +1 more source
The characteristics of squall lines in the Southeast Asia region
Quarterly Journal of the Royal Meteorological Society, EarlyView.Squall lines over the Maritime Continent were analysed using 20 years of IMERG GPM data and classified into four regional clusters. Significant regional differences were found in their size, intensity, lifespan, and propagation. Nighttime squall lines are primarily driven by the convergence of opposing offshore flows and the convergence of monsoonal ...
Jeong‐Yik Diong +3 more
wiley +1 more source
Preprocessing of Meteorological Data for Training an Artificial Intelligence Model
Information and control systems at railway transportПрогнозування метеоумов за допомогою сучасних моделей штучного інтелекту потребує попередьої обробки великої кількості даних різних типів. Перед використанням метеоданих для навчання моделей, метеодані мають бути зібрані, об’єднані та структуровані. У статті розглянута підготовка метеоданих для подальшого використання при навчанні графових нейронних ...
openaire +1 more source
Parameter investigation for urban surface‐energy balance: A large‐eddy simulation study
Quarterly Journal of the Royal Meteorological Society, EarlyView.Large eddy simulation modelling is used to investigate the variation in surface‐energy balance (SEB) across an ensemble of morphometrically identical urban geometries. The geometries have the same plan‐area fraction, vegetated fraction, and frontal‐area index, but are unique in terms of building and green‐space layout.
Christopher E. Wilson +4 more
wiley +1 more source
Trends in rainfall and temperature extremes during 1954-2019 in Addis Ababa, Ethiopia
Journal of AgrometeorologyELIAS FISEHA MEKONNEN +2 more
doaj +1 more source
Polar‐low track prediction using machine‐learning methods
Quarterly Journal of the Royal Meteorological Society, EarlyView.Machine‐learning models are developed to produce reliable and efficient forecasts of polar‐low (PL) trajectories 12 hours ahead. A temporal model (RLSTM) benefiting from the rolling‐forecast strategy, improves overall prediction accuracy and is suitable for quick experimentation, while a spatiotemporal model (PL‐UNet), incorporating both historical and
Ziying Yang +4 more
wiley +1 more source
Precipitation nowcasting with radar data for evaluating multiple horizons using U-Net-based algorithm in Eastern Amazon. [PDF]
PLoS OneRocha R +13 more
europepmc +1 more source