In the Age of AI—Are National Models and Data Sets Still Important for Stream Flow Prediction?
Abstract Accurate streamflow prediction is critical for effective water resource management, and recent advances in deep learning and multi‐basin data sets have significantly improved model skill. Global deep‐learning models, trained on thousands of catchments have demonstrated strong generalization across diverse climates and continents.
Brett Snider, Ehsan Roshani
wiley +1 more source
Relevance of the uMap Collaborative Platform as Support for Choropleth Mapping of a Traffic-Light Statistical Signal Atlas of All-Cause Mortality During the First French Lockdown: Geospatial Analysis. [PDF]
Quesnel-Barbet A +4 more
europepmc +1 more source
How Data Uncertainty Influences Estimates of Root Zone Water Storage Capacity
Abstract Root zone water storage capacity (SR ${S}_{R}$) sets the lower limit on the water available to plants and is critical for modeling terrestrial water and carbon fluxes. Due to subsurface heterogeneity in soils, roots, and geology, in‐situ measurements of SR ${S}_{R}$ are infeasible at regional to global scales.
Christopher J. Heckman +1 more
wiley +1 more source
Intrahost HA polymorphisms and culture adaptation shape antigenic profiles of H3N2 influenza viruses. [PDF]
Prasai K +6 more
europepmc +1 more source
Laboratory Study of the Dynamics of a Pollutant Within a City Block During Urban Flooding
Abstract During urban flooding, pollutants from point releases (e.g., sewer overflows) transported in street runoff can invade city blocks, exposing residents to contamination risks. The present laboratory study focuses on the intrusion of pollutants from flooded streets into a porous city block under steady flow conditions.
C. Fagour, S. Proust, E. Mignot
wiley +1 more source
Structure–Function Coherent Coarsening for Cross‐Resolution Ecohydrological Modeling
Abstract Ecohydrological models are increasingly applied in regional scenario‐based studies, yet their cross‐resolution application remains constrained by high computational costs of fine‐resolution simulations and by structural inconsistencies introduced during scale transfer.
Long Jiang +7 more
wiley +1 more source
Clonal lineage tracing of innate immune cells in human cancer. [PDF]
Liu V +17 more
europepmc +1 more source
HydroDiffusion: Diffusion‐Based Probabilistic Streamflow Forecasting With a State Space Backbone
Abstract Recent advances have introduced diffusion models for probabilistic streamflow forecasting, demonstrating strong early flood‐warning skill. However, current implementations rely on Long Short‐Term Memory (LSTM) backbones and discrete‐time diffusion formulations.
Yihan Wang +4 more
wiley +1 more source
Unravelling decades of habitat dynamics in protected areas: A hierarchical approach applied to the Gran Paradiso National Park (NW Italy). [PDF]
Richiardi C +3 more
europepmc +1 more source
Abstract Bedload transport widely occurs in natural environments and encompasses flow regimes from saltation to sheet‐flow, with markedly different fluid‐particle interaction characteristics. Understanding these mechanisms requires a numerical tool capable of capturing both the turbulence and fluid‐particle interactions, for which challenges exist due ...
Yuxiang Liu, Lu Jing, Zi Wu, Xudong Fu
wiley +1 more source

