Polar‐low track prediction using machine‐learning methods
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
Synoptic reporting by summarizing cancer pathology reports using large language models. [PDF]
Rajaganapathy S +9 more
europepmc +1 more source
Microphysics and interactions of aerosols and fog on the northwest Atlantic Ocean
In the Grand Banks, aerosol size distributions were bimodal, aerosol and fog droplet concentrations were low, and fogs were shorter (<12 hours). In contrast, near Sable Island, aerosol size distributions had a single broad mode that was likely influenced by continental emissions, corresponding with higher aerosol and droplet concentrations as well as ...
Gianina Giacosa +11 more
wiley +1 more source
Assessment of Breast Pathology Reporting Needs and Development of Tumor Synoptic Templates in Sub-Saharan Africa. [PDF]
Nkya GZ +11 more
europepmc +1 more source
The study evaluates five factors affecting the assimilation of surface‐sensitive Advanced Microwave Sounding Unit‐A (AMSU‐A) radiances over land, including the simultaneous estimation of surface emissivity and the standard set of state variables, to improve numerical weather prediction (NWP) at Environment and Climate Change Canada (ECCC).
Zheng Qi Wang +4 more
wiley +1 more source
Migratory connectivity and barrier-crossing flights of Vermivora warblers are associated with synoptic weather conditions. [PDF]
Kramer GR +13 more
europepmc +1 more source
How consistently do ensemble prediction systems represent the growth of atmospheric uncertainty?
Spread‐based diagnostics calculated for 12 ensemble prediction systems are compared to understand the consistency with which they represent atmospheric uncertainty growth. Good correlation between all these systems is found in the extratropics for a lead time range from 48 hr to between 96 hr and 192 hr.
Douglas Wood +3 more
wiley +1 more source
Design of a Consensus Derived Synoptic Operative Report for Thyroid Surgery. [PDF]
Moore EC +7 more
europepmc +1 more source
Uncertainties in the representation of ice particle size distributions (PSDs) cause inaccuracies in parameterisations of clouds. In this study, observed PSDs from a midlatitude frontal case study are compared with gamma PSDs with the same concentration and ice water content.
Rosie M. Mammatt +3 more
wiley +1 more source
Enhanced forecasting of bird nocturnal migration intensity in relation to previous days and synoptic weather patterns. [PDF]
Roy A +4 more
europepmc +1 more source

