Results 21 to 30 of about 916,743 (316)
Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast [PDF]
arXiv.org, 2022 In this paper, we present Pangu-Weather, a deep learning based system for fast and accurate global weather forecast. For this purpose, we establish a data-driven environment by downloading $43$ years of hourly global weather data from the 5th generation ...
Kaifeng Bi +5 more
semanticscholar +1 more source
Hot weather and heat extremes: health risks.
The Lancet, 2021 Hot ambient conditions and associated heat stress can increase mortality and morbidity, as well as increase adverse pregnancy outcomes and negatively affect mental health.
K. Ebi +14 more
semanticscholar +1 more source
FourCastNet: Accelerating Global High-Resolution Weather Forecasting Using Adaptive Fourier Neural Operators [PDF]
Platform for Advanced Scientific Computing Conference, 2022 Extreme weather amplified by climate change is causing increasingly devastating impacts across the globe. The current use of physics-based numerical weather prediction (NWP) limits accuracy and resolution due to high computational cost and strict time-to-
T. Kurth +8 more
semanticscholar +1 more source
The global costs of extreme weather that are attributable to climate change
Nature Communications, 2023 Extreme weather events lead to significant adverse societal costs. Extreme Event Attribution (EEA), a methodology that examines how anthropogenic greenhouse gas emissions had changed the occurrence of specific extreme weather events, allows us to ...
R. Newman, Ilan Noy
semanticscholar +1 more source
Impacts of climate change on the fate of contaminants through extreme weather events.
Science of the Total Environment, 2023 The direct impacts of climate change involve a multitude of phenomena, including rising sea levels, intensified severe weather events such as droughts and flooding, increased temperatures leading to wildfires, and unpredictable fluctuations in rainfall ...
S. Bolan +15 more
semanticscholar +1 more source
Perception and sensing for autonomous vehicles under adverse weather conditions: A survey [PDF]
Isprs Journal of Photogrammetry and Remote Sensing, 2021 Automated Driving Systems (ADS) open up a new domain for the automotive industry and offer new possibilities for future transportation with higher efficiency and comfortable experiences.
Yuxiao Zhang +3 more
semanticscholar +1 more source
A typology of compound weather and climate events
Nature Reviews Earth & Environment, 2020 Compound weather and climate events describe combinations of multiple climate drivers and/or hazards that contribute to societal or environmental risk.
J. Zscheischler +14 more
semanticscholar +1 more source
WeatherBench: A Benchmark Data Set for Data‐Driven Weather Forecasting [PDF]
Journal of Advances in Modeling Earth Systems, 2020 Data‐driven approaches, most prominently deep learning, have become powerful tools for prediction in many domains. A natural question to ask is whether data‐driven methods could also be used to predict global weather patterns days in advance.
S. Rasp +5 more
semanticscholar +1 more source
Agronomy, 2023 Two multivariate models were compared to assess their yield predictability based on long-term (1980–2021) rice yield and weather datasets over eleven districts of Karnataka.
Mathadadoddi Nanjundegowda Thimmegowda +6 more
doaj +1 more source
Extreme Weather and Climate Change: Population Health and Health System Implications
Annual Review of Public Health, 2021 Extreme weather and climate events, such as heat waves, cyclones, and floods, are an expression of climate variability. These events and events influenced by climate change, such as wildfires, continue to cause significant human morbidity and mortality ...
K. Ebi +10 more
semanticscholar +1 more source