Results 121 to 130 of about 6,620 (250)
Seasonal Forecasts of pH and Aragonite Saturation for the Bering Sea Shelf
Abstract The number of numerical model forecasts of ocean environmental conditions has greatly expanded in recent years, including biogeochemical variables. Forecasts can provide marine resource managers with advance warning of extreme events such as heatwaves and hypoxia, though forecast products are scarcer in high‐latitude environments.
D. J. Pilcher +5 more
wiley +1 more source
Fine‐Tuning a Weather Foundation Model With Lightweight Decoders for Unseen Physical Processes
Abstract Recent advances in AI weather forecasting have led to the emergence of so‐called “foundation models”, typically defined by expensive pretraining and minimal fine‐tuning for downstream tasks. However, in the natural sciences, a desirable foundation model should also encode meaningful statistical relationships between the underlying physical ...
Fanny Lehmann +5 more
wiley +1 more source
CMIP6 documentation on climate models, simulations and ensembles, experiments and conformance to experimental protocol, delivered via web services and tools developed in IS-ENES3. [Task 5]
openaire +1 more source
Abstract Past evaluation of artificial intelligence (AI) weather prediction has primarily relied on reanalyses, which can obscure important deficiencies due to prevailing biases in reanalyses themselves. Here, we present MAUSAM (Measuring AI Uncertainty during South Asian Monsoon), an evaluation of seven leading AI‐based prediction systems—FourCastNet,
Aman Gupta, Aditi Sheshadri, Dhruv Suri
wiley +1 more source
2024 global temperature record is consistent with model-predicted warming. [PDF]
Mann ME +4 more
europepmc +1 more source
EnScale: Temporally‐Consistent Multivariate Generative Downscaling via Proper Scoring Rules
Abstract The practical use of future climate projections from global circulation models (GCMs) is often limited by their coarse spatial resolution, requiring downscaling to generate high‐resolution data. Regional climate models (RCMs) provide this refinement, but are computationally expensive.
Maybritt Schillinger +4 more
wiley +1 more source
Observational constraints from global ice-phase fraction indicate moderate climate sensitivity. [PDF]
Zhou R +10 more
europepmc +1 more source
Singapore Water Budget: The Past, the Present, and the Future
Abstract Urbanization and climate change profoundly impact hydrological processes and the associated water budget, challenging sustainable water management. In this study, we use a distributed mechanistic ecohydrological model adapted for urban environments to quantify changes in the hydrological budget components in response to urbanization, as well ...
Y. Lin Xu +8 more
wiley +1 more source
Climate models are essential for understanding and predicting precipitation and temperature patterns, which are fundamental to facilitate effective water resource management and the implementation of sustainable practices in a variety of sectors such ...
Gopeshwar Sahu, Vikas Kumar Vidyarthi
doaj
A strengthened and southward-shifted westerly jet mitigates warming-induced drying across Asian drylands. [PDF]
Jiang J, Zhou T.
europepmc +1 more source

