51 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- UNSW SydneyAU6 papers
- Australian National UniversityAU5 papers
- The University of MelbourneAU5 papers
- Australian Research CouncilAU3 papers
- Monash UniversityAU3 papers
- The University of SydneyAU3 papers
- ARC Centre of Excellence in Future Low-Energy Electronics TechnologiesAU1 paper
- Australian Antarctic DivisionAU1 paper
- Beijing Computational Science Research CenterCN1 paper
- Bureau of MeteorologyAU1 paper
- Center for Climate and Resilience ResearchCL1 paper
- Centro de Estudios CientíficosCL1 paper
11 papers · 1 filter
Downscaling with AI reveals the large role of internal variability in fine-scale projections of climate extremes
Neelesh Rampal, Peter B. Gibson, Steven C. Sherwood +3
The computational cost of dynamical downscaling limits ensemble sizes in regional downscaling efforts. We present a newly developed generative-AI approach to greatly expand the sco…
Asymmetric response of the North Atlantic gyres to the North Atlantic Oscillation
Dhruv Bhagtani, Andy McC. Hogg, Ryan M. Holmes +2
The North Atlantic Oscillation (NAO) is a leading mode of atmospheric variability, affecting the North Atlantic Ocean on sub-seasonal to multi-decadal timescales. The NAO changes t…
On the Extrapolation of Generative Adversarial Networks for downscaling precipitation extremes in warmer climates
Neelesh Rampal, Peter B. Gibson, Steven Sherwood +1
While deep-learning downscaling algorithms can generate fine-scale climate projections cost-effectively, it is still unclear how well they will extrapolate to unobserved climates.…
Rapid topographic scatter of near-inertial waves generated by storms
Ashley J. Barnes, Callum J. Shakespeare, Andy McC. Hogg +1
Internal waves propagate on the ocean's stratification, carrying energy and redistributing momentum through the ocean. When internal waves break, they contribute to diapycnal mixin…
Intrinsically episodic Antarctic shelf intrusions of circumpolar deep water via canyons
Ellie Q. Y. Ong, Edward Doddridge, Navid C. Constantinou +2
The structure of the Antarctic Slope Current at the continental shelf is crucial in governing the poleward transport of warm water. Canyons on the continental slope may provide a p…
Surface heating steers planetary-scale ocean circulation
Dhruv Bhagtani, Andrew McColl Hogg, Ryan Mahony Holmes +1
Gyres are central features of large-scale ocean circulation and are involved in transporting tracers such as heat, nutrients, and carbon-dioxide within and across ocean basins. Tra…
Simplified Two-Dimensional Model for Global Atmospheric Dynamics
Martín Jacques-Coper, Valentina Ortiz, Jorge Zanelli
We present a simplified model of the atmosphere of a terrestrial planet as an open two-dimensional system described by an ideal gas with velocity , density and tempera…
Intrinsic oceanic decadal variability of upper-ocean heat content
Navid C. Constantinou, Andrew McC. Hogg
Atmosphere and ocean are coupled via air-sea interactions. The atmospheric conditions fuel the ocean circulation and its variability, but the extent to which ocean processes can af…
How important is tropospheric humidity for coastal rainfall in the tropics?
Martin Bergemann, Christian Jakob
Recent research has community have shown that tropical convection and rainfall is sensitive to mid-tropospheric humidity. Therefore it has been suggested to improve the representat…
A data-driven method for the stochastic parametrisation of subgrid-scale tropical convective area fraction
Georg A. Gottwald, Karsten Peters, Laura Davies
Observations of tropical convection from precipitation radar and the concurring large-scale atmospheric state at two locations (Darwin and Kwajalein) are used to establish effectiv…
Global detection and analysis of coastline associated rainfall using an objective pattern recognition technique
Martin Bergemann, Christian Jakob, Todd P. Lane
Coastally associated rainfall is a common feature especially in tropical and subtropical regions. However, it has been difficult to quantify the contribution of coastal rainfall fe…