Scott Hosking

Science Leader, Environmental AI, Digital Twinning, He/Him



Preprints

Peer-reviewed

  1. Andersson, Bruinsma, Markou, Requeima, Coca-Castro, Vaughan, Ellis, Lazzara, Jones, Hosking et al. (2022) "Active Learning with Convolutional Gaussian Neural Processes for Environmental Sensor Placement", NeurIPS 2022 Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems
  2. Thodoroff et al. (2022) "Multi-fidelity experimental design for ice-sheet simulation", NeurIPS 2022 Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems
  3. Ravuri, Andersson, Kazlauskaite, Tebbutt, Turner, Hosking et al. (2022) "Ice Core Dating using Probabilistic Programming", NeurIPS 2022 Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems
  4. Summers, Mackie, Ueno, Simpson, Hosking et al. (2022) "Localized impacts and economic implications from high temperature disruption days under climate change", Climate Resilience and Sustainability
  5. Vaughan, Tebbutt, Hosking et al. (2022) "Convolutional conditional neural processes for local climate downscaling", Geoscientific Model Development
  6. Simpson, Hosking et al. (2021) "Regional disparities and seasonal differences in climate risk to rice labour", Environmental Research Letters
  7. Eastwood, Stubbings, Abou-Elwafa Abdallah, Durance, Paavola, Dallimer, Pantel, Johnson, Zhou, Hosking et al. (2021) "The Time Machine framework: monitoring and prediction of biodiversity loss", Trends in Ecology & Evolution
  8. Andersson, Hosking et al. (2021) "Seasonal Arctic sea ice forecasting with probabilistic deep learning", Nature Communications
  9. King, Turner, Colwell, Lu, Orr, Phillips, Hosking et al. (2021) "Inhomogeneity of the Surface Air Temperature Record from Halley, Antarctica", Journal of Climate
  10. Haupt, Chapman, Adams, Kirkwood, Hosking et al. (2021) "Towards implementing artificial intelligence post-processing in weather and climate: proposed actions from the Oxford 2019 workshop", Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
  11. Sengupta, Amos, Hosking et al. (2020) "Ensembling geophysical models with Bayesian Neural Networks", Advances in Neural Information Processing Systems (NeurIPS) 2020
  12. Bruinsma, Perim, Tebbutt, Hosking et al. (2020) "Scalable Exact Inference in Multi-Output Gaussian Processes", Proceedings of the 37th International Conference on Machine Learning, Vienna, Austria, PMLR 119, 2020
  13. Orr, Hosking et al. (2020) "Polar stratospheric clouds initiated by mountain waves in a global chemistry--climate model: a missing piece in fully modelling polar stratospheric ozone depletion", Atmospheric Chemistry and Physics
  14. Amos, Young, Hosking et al. (2020) "Projecting ozone hole recovery using an ensemble of chemistry-climate models weighted by model performance and independence", Atmospheric Chemistry and Physics
  15. Bracegirdle, Holmes, Hosking et al. (2020) "Improvements in Circumpolar Southern Hemisphere Extratropical Atmospheric Circulation in CMIP6 Compared to CMIP5", Earth and Space Science
  16. McCrystall, Hosking et al. (2020) "The impact of changes in tropical sea surface temperatures over 1979-2012 on Northern hemisphere high latitude climate", Journal of Climate
  17. Kapetas, Kazakis, Voudouris, Martinez, Hosking (2019) "Modelling Groundwater - Surface Water Interactions Under Climate Change Scenarios: insights from Axios Delta, Greece", ICONHIC 2019: 2nd International Conference on Natural Hazards & Infrastructure, Chania, Greece
  18. Bannister, Orr, Jain, Holman, Momblanch, Phillips, Adeloye, Snapir, Waine, Hosking et al. (2019) "Bias correction of high-resolution regional climate model precipitation output gives the best estimates of precipitation in Himalayan catchments", Journal of Geophysical Research: Atmospheres
  19. Turner, Phillips, Thamban, Rahaman, Marshall, Wille, Favier, Winton, Thomas, Wang, Broeke, Hosking et al. (2019) "The Dominant Role of Extreme Precipitation Events in Antarctic Snowfall Variability", Geophysical Research Letters
  20. Deb, Orr, Bromwich, Nicolas, Turner, Hosking (2018) "Summer Drivers of Atmospheric Variability Affecting Ice Shelf Thinning in the Amundsen Sea Embayment, West Antarctica", Geophysical Research Letters
  21. Hosking et al. (2018) "Changes in European wind energy generation potential within a 1.5C warmer world", Environmental Research Letters
  22. King, Bannister, Hosking et al. (2017) "Causes of the Antarctic region record high temperature at Signy Island, 30th January 1982", Atmospheric Science Letters
  23. Hosking et al. (2017) "Accumulation in coastal West Antarctic ice core records and the role of cyclone activity", Geophysical Research Letters
  24. Bannister, Herzog, Graf, Hosking et al. (2017) "An Assessment of Recent and Future Temperature Change over the Sichuan Basin, China, Using CMIP5 Climate Models", Journal of Climate
  25. Turner, Phillips, Marshall, Hosking et al. (2017) "Unprecedented springtime retreat of Antarctic sea ice in 2016", Geophysical Research Letters
  26. Moffat-Griffin, Taylor, Nakamura, Kavanagh, Hosking et al. (2017) "3rd ANtarctic Gravity Wave Instrument Network (ANGWIN) science workshop", Advances in Atmospheric Sciences
  27. Turner, Hosking et al. (2017) "Variability and trends in the Southern Hemisphere high latitude, quasi-stationary planetary waves", International Journal of Climatology
  28. Turner, Lu, White, King, Phillips, Hosking et al. (2016) "Absence of 21st century warming on Antarctic Peninsula consistent with natural variability", Nature
  29. Deb, Orr, Hosking et al. (2016) "An assessment of the Polar Weather Research and Forecasting (WRF) model representation of near-surface meteorological variables over West Antarctica", Journal of Geophysical Research: Atmospheres
  30. Hosking et al. (2016) "Future circulation changes off West Antarctica: Sensitivity of the Amundsen Sea Low to projected anthropogenic forcing", Geophysical Research Letters
  31. Raphael, Marshall, Turner, Fogt, Schneider, Dixon, Hosking et al. (2016) "The Amundsen Sea Low: Variability, Change, and Impact on Antarctic Climate", Bulletin of the American Meteorological Society
  32. Turner, Hosking et al. (2016) "Antarctic sea ice increase dominated by intrinsic variability of the Amundsen Sea Low", Climate Dynamics
  33. Thomas, Hosking et al. (2015) "Twentieth century increase in snowfall in coastal West Antarctica", Geophysical Research Letters
  34. Turner, Hosking et al. (2015) "Recent Changes in Antarctic Sea Ice", Philosophical Transactions of the Royal Society of London A: Mathematical, Physical and Engineering Sciences
  35. Chemel, Russo, Hosking et al. (2015) "Sensitivity of tropical deep convection in global models: effects of horizontal resolution, surface constraints and 3D atmospheric nudging", Atmospheric Science Letters
  36. Orr, Hosking et al. (2015) "Inclusion of mountain-wave-induced cooling for the formation of PSCs over the Antarctic Peninsula in a chemistry-climate model", Atmospheric Chemistry and Physics
  37. Hosking et al. (2015) "Orographic disturbances of surface winds over the shelf waters adjacent to South Georgia", Atmospheric Science Letters
  38. Orr, Phillips, Webster, Elvidge, Weeks, Hosking et al. (2014) "Met Office Unified Model high resolution simulations of a strong wind event in Antarctica", Quarterly Journal of the Royal Meteorological Society
  39. Bracegirdle, Turner, Hosking et al. (2014) "Sources of uncertainty in projections of twenty-first century westerly wind changes over the Amundsen Sea, West Antarctica, in CMIP5 climate models", Climate Dynamics
  40. Turner, Hosking et al. (2013) "Temporal and spatial evolution of the Antarctic sea ice prior to the September 2012 record maximum extent", Geophysical Research Letters
  41. Hosking et al. (2013) "The influence of the Amundsen-Bellingshausen Seas Low on the climate of West Antarctica and its representation in coupled climate model simulations", Journal of Climate
  42. Turner, Phillips, Hosking et al. (2013) "The Amundsen Sea Low", International Journal of Climatology
  43. Barrand, Vaughan, Steiner, Tedesco, Kuipers Munneke, Broeke, Hosking (2013) "Trends in Antarctic Peninsula surface melting conditions from observations and regional climate modelling", Journal of Geophysical Research: Earth Surface
  44. Turner, Bracegirdle, Phillips, Marshall, Hosking (2013) "An Initial Assessment of Antarctic Sea Ice Extent in the CMIP5 Models", Journal of Climate
  45. Orr, Bracegirdle, Hosking et al. (2013) "Strong dynamical modulation of the cooling of the polar stratosphere associated with the Antarctic ozone hole", Journal of Climate
  46. Orr, Bracegirdle, Hosking et al. (2012) "Possible Dynamical Mechanisms for Southern Hemisphere Climate Change due to the Ozone Hole", Journal of the Atmospheric Sciences
  47. Hosking et al. (2012) "Tropical convective transport and the Walker circulation", Atmospheric Chemistry and Physics
  48. Hoyle, Marécal, Russo, Allen, Arteta, Chemel, Chipperfield, D'Amato, Dessens, Feng, Hamilton, Harris, Hosking et al. (2011) "Representation of tropical deep convection in atmospheric models - Part 2: Tracer transport", Atmospheric Chemistry and Physics
  49. Russo, Marécal, Hoyle, Arteta, Chemel, Chipperfield, Dessens, Feng, Hosking et al. (2011) "Representation of tropical deep convection in atmospheric models - Part 1: Meteorology and comparison with satellite observations", Atmospheric Chemistry and Physics
  50. Hosking et al. (2010) "Modelling deep convection and its impacts on the tropical tropopause layer", Atmospheric Chemistry and Physics

Reports

PhD Thesis

Datasets