Publications

Google Scholar: h-index = 30, citations = 4552 (November 2024)

Preprints

Peer-reviewed

  1. K. Tazi, A. Orr, J. Hernandez-González, S. Hosking, R. E. Turner (2024) "Downscaling precipitation over High-mountain Asia using multi-fidelity Gaussian processes: improved estimates from ERA5", Hydrology and Earth System Sciences 
  2. M. S. Rogers, M. Fox, A. Fleming, L. van Zeeland, J. Wilkinson, J. S. Hosking (2024) "Sea ice detection using concurrent multispectral and synthetic aperture radar imagery", Remote Sensing of Environment 
  3. H. L. Joakimsen, I. Martinsen, L. T. Luppino, A. McDonald, S. Hosking, R. Jenssen (2024) "Interrogating Sea Ice Predictability With Gradients", IEEE Geoscience and Remote Sensing Letters 
  4. C. Jay, Y. Yu, I. Crawford, S. Archer-Nicholls, P. James, A. Gledson, G. Shaddick, R. Haines, L. Lannelongue, E. Lines, S. Hosking, D. Topping (2024) "Prioritize environmental sustainability in use of AI and data science methods", Nature Geoscience 
  5. B. Evans, A. Faul, A. Fleming, D. G. Vaughan, J. S. Hosking (2023) "Unsupervised machine learning detection of iceberg populations within sea ice from dual-polarisation SAR imagery", Remote Sensing of Environment
    Fox Weather BAS Press Release 
  6. T. R. Andersson, W. P. Bruinsma, S. Markou, J. Requeima, A. Coca-Castro, A. Vaughan, A.-L. Ellis, M. A. Lazzara, D. Jones, S. Hosking, R. E. Turner (2023) "Environmental sensor placement with convolutional Gaussian neural processes", Environmental Data Science 
  7. R. Parthipan, H. M. Christensen, J. S. Hosking, D. J. Wischik (2023) "Using probabilistic machine learning to better model temporal patterns in parameterizations: a case study with the Lorenz 96 model", Geoscientific Model Development 
  8. W. P. Bruinsma, S. Markou, J. Requiema, A. Y. Foong, T. R. Andersson, A. Vaughan, A. Buonomo, J. S. Hosking, R. E. Turner (2023) "Autoregressive Conditional Neural Processes", 11th International Conference on Learning Representations (ICLR 2023) 
  9. T. Summers, E. Mackie, R. Ueno, C. Simpson, J. S. Hosking, T. Suciu, A. Coburn, E. Shuckburgh (2022) "Localized impacts and economic implications from high temperature disruption days under climate change", Climate Resilience and Sustainability 
  10. A. Vaughan, W. Tebbutt, J. S. Hosking, R. E. Turner (2022) "Convolutional conditional neural processes for local climate downscaling", Geoscientific Model Development 
  11. C. Simpson, J. S. Hosking, D. Mitchell, R. A. Betts, E. Shuckburgh (2021) "Regional disparities and seasonal differences in climate risk to rice labour", Environmental Research Letters 
  12. N. Eastwood, W. A. Stubbings, M. A. Abou-Elwafa Abdallah, I. Durance, J. Paavola, M. Dallimer, J. H. Pantel, S. Johnson, J. Zhou, J. S. Hosking, J. B. Brown, S. Ullah, S. Krause, D. M. Hannah, S. E. Crawford, M. Widmann, L. Orsini (2021) "The Time Machine framework: monitoring and prediction of biodiversity loss", Trends in Ecology & Evolution
    The New Stack 
  13. T. Andersson, J. S. Hosking, M. Pérez-Ortiz, B. Paige, A. Elliott, C. Russell, S. Law, D. C. Jones, J. Wilkinson, T. Phillips, J. Byrne, S. Tietsche, B. B. Sarojini, E. Blanchard-Wrigglesworth, Y. Aksenov, R. Downie, E. Shuckburgh (2021) "Seasonal Arctic sea ice forecasting with probabilistic deep learning", Nature Communications
    Nvidia Blog Wired Science News Eos BBC Podcast Mail Online 
  14. J. C. King, J. Turner, S. Colwell, H. Lu, A. Orr, T. Phillips, J. S. Hosking, G. J. Marshall (2021) "Inhomogeneity of the Surface Air Temperature Record from Halley, Antarctica", Journal of Climate 
  15. S. E. Haupt, W. Chapman, S. V. Adams, C. Kirkwood, J. S. Hosking, N. H. Robinson, S. Lerch, A. C. Subramanian (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 
  16. U. Sengupta, M. Amos, J. S. Hosking, C. E. Rasmussen, M. Juniper, P. J. Young (2020) "Ensembling geophysical models with Bayesian Neural Networks", Advances in Neural Information Processing Systems (NeurIPS) 2020 
  17. W. P. Bruinsma, E. Perim, W. Tebbutt, J. S. Hosking, A. Solin, R. E. Turner (2020) "Scalable Exact Inference in Multi-Output Gaussian Processes", Proceedings of the 37th International Conference on Machine Learning, Vienna, Austria, PMLR 119, 2020 
  18. A. Orr, J. S. Hosking, A. Delon, L. Hoffmann, R. Spang, T. Moffat-Griffin, J. Keeble, N. L. Abraham, P. Braesicke (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 
  19. M. Amos, P. J. Young, J. S. Hosking, J.-F. Lamarque, N. L. Abraham, H. Akiyoshi, A. T. Archibald, S. Bekki, M. Deushi, P. Jöckel, D. Kinnison, O. Kirner, M. Kunze, M. Marchand, D. A. Plummer, D. Saint-Martin, K. Sudo, S. Tilmes, Y. Yamashita (2020) "Projecting ozone hole recovery using an ensemble of chemistry-climate models weighted by model performance and independence", Atmospheric Chemistry and Physics 
  20. T. J. Bracegirdle, C. R. Holmes, J. S. Hosking, G. J. Marshall, M. Osman, M. Patterson, T. Rackow (2020) "Improvements in Circumpolar Southern Hemisphere Extratropical Atmospheric Circulation in CMIP6 Compared to CMIP5", Earth and Space Science 
  21. M. R. McCrystall, J. S. Hosking, I. P. White, A. C. Maycock (2020) "The impact of changes in tropical sea surface temperatures over 1979-2012 on Northern hemisphere high latitude climate", Journal of Climate 
  22. L. Kapetas, N. Kazakis, K. Voudouris, A. T. Martinez, J. S. 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 
  23. D. Bannister, A. Orr, S. K. Jain, I. P. Holman, A. Momblanch, T. Phillips, A. J. Adeloye, B. Snapir, T. W. Waine, J. S. Hosking, C. Allen-Sader (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 
  24. J. Turner, T. Phillips, M. Thamban, W. Rahaman, G. J. Marshall, J. D. Wille, V. Favier, V. H. Winton, E. Thomas, Z. Wang, M. Broeke, J. S. Hosking, T. Lachlan-Cope (2019) "The Dominant Role of Extreme Precipitation Events in Antarctic Snowfall Variability", Geophysical Research Letters
    Phys.org 
  25. P. Deb, A. Orr, D. H. Bromwich, J. P. Nicolas, J. Turner, J. S. Hosking (2018) "Summer Drivers of Atmospheric Variability Affecting Ice Shelf Thinning in the Amundsen Sea Embayment, West Antarctica", Geophysical Research Letters 
  26. J. S. Hosking, D. MacLeod, T. Phillips, C. R. Holmes, P. Watson, E. Shuckburgh, D. Mitchell (2018) "Changes in European wind energy generation potential within a 1.5C warmer world", Environmental Research Letters
    Carbon Brief Independent Phys.org Mail Online Treehugger 
  27. J. C. King, D. Bannister, J. S. Hosking, S. R. Colwell (2017) "Causes of the Antarctic region record high temperature at Signy Island, 30th January 1982", Atmospheric Science Letters 
  28. J. S. Hosking, R. Fogt, E. R. Thomas, V. Moosavi, T. Phillips, J. Coggins, D. Reusch (2017) "Accumulation in coastal West Antarctic ice core records and the role of cyclone activity", Geophysical Research Letters 
  29. D. Bannister, M. Herzog, H.-F. Graf, J. S. Hosking, C. A. Short (2017) "An Assessment of Recent and Future Temperature Change over the Sichuan Basin, China, Using CMIP5 Climate Models", Journal of Climate 
  30. J. Turner, T. Phillips, G. J. Marshall, J. S. Hosking, J. O. Pope, T. J. Bracegirdle, P. Deb (2017) "Unprecedented springtime retreat of Antarctic sea ice in 2016", Geophysical Research Letters
    Phys.org 
  31. T. Moffat-Griffin, M. J. Taylor, T. Nakamura, A. J. Kavanagh, J. S. Hosking, A. Orr (2017) "3rd ANtarctic Gravity Wave Instrument Network (ANGWIN) science workshop", Advances in Atmospheric Sciences 
  32. J. Turner, J. S. Hosking, T. J. Bracegirdle, T. Phillips, G. J. Marshall (2017) "Variability and trends in the Southern Hemisphere high latitude, quasi-stationary planetary waves", International Journal of Climatology 
  33. J. Turner, H. Lu, I. White, J. King, T. Phillips, J. S. Hosking, T. J. Bracegirdle, G. J. Marshall, R. Mulvaney, P. Deb (2016) "Absence of 21st century warming on Antarctic Peninsula consistent with natural variability", Nature
    Carbon Brief Washington Post 
  34. P. Deb, A. Orr, J. S. Hosking, T. Phillips, J. Turner, D. Bannister, J. O. Pope, S. Colwell (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 
  35. J. S. Hosking, A. Orr, T. J. Bracegirdle, J. Turner (2016) "Future circulation changes off West Antarctica: Sensitivity of the Amundsen Sea Low to projected anthropogenic forcing", Geophysical Research Letters 
  36. M. N. Raphael, G. J. Marshall, J. Turner, R. L. Fogt, D. Schneider, D. A. Dixon, J. S. Hosking, J. M. Jones, W. R. Hobbs (2016) "The Amundsen Sea Low: Variability, Change, and Impact on Antarctic Climate", Bulletin of the American Meteorological Society 
  37. J. Turner, J. S. Hosking, G. J. Marshall, T. Phillips, T. J. Bracegirdle (2016) "Antarctic sea ice increase dominated by intrinsic variability of the Amundsen Sea Low", Climate Dynamics 
  38. E. R. Thomas, J. S. Hosking, R. R. Tuckwell, R. A. Warren, E. C. Ludlow (2015) "Twentieth century increase in snowfall in coastal West Antarctica", Geophysical Research Letters
    Indian Express 
  39. J. Turner, J. S. Hosking, T. J. Bracegirdle, G. J. Marshall, T. Phillips (2015) "Recent Changes in Antarctic Sea Ice", Philosophical Transactions of the Royal Society of London A: Mathematical, Physical and Engineering Sciences 
  40. C. Chemel, M. R. Russo, J. S. Hosking, P. J. Telford, J. A. Pyle (2015) "Sensitivity of tropical deep convection in global models: effects of horizontal resolution, surface constraints and 3D atmospheric nudging", Atmospheric Science Letters 
  41. A. Orr, J. S. Hosking, L. Hoffmann, J. Keeble, S. M. Dean, H. K. Roscoe, N. L. Abraham, S. Vosper, P. Braesicke (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 
  42. J. S. Hosking, D. Bannister, A. Orr, J. King, E. Young, T. Phillips (2015) "Orographic disturbances of surface winds over the shelf waters adjacent to South Georgia", Atmospheric Science Letters 
  43. A. Orr, T. Phillips, S. Webster, A. Elvidge, M. Weeks, S. Hosking, J. Turner (2014) "Met Office Unified Model high resolution simulations of a strong wind event in Antarctica", Quarterly Journal of the Royal Meteorological Society 
  44. T. Bracegirdle, J. Turner, J. S. Hosking, T. Phillips (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 
  45. J. Turner, J. S. Hosking, T. Phillips, G. J. Marshall (2013) "Temporal and spatial evolution of the Antarctic sea ice prior to the September 2012 record maximum extent", Geophysical Research Letters 
  46. J. S. Hosking, A. Orr, G. J. Marshall, J. Turner, T. Phillips (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 
  47. J. Turner, T. Phillips, J. S. Hosking, G. J. Marshall, A. Orr (2013) "The Amundsen Sea Low", International Journal of Climatology 
  48. N. E. Barrand, D. Vaughan, N. Steiner, M. Tedesco, P. Kuipers Munneke, M. Broeke, J. S. Hosking (2013) "Trends in Antarctic Peninsula surface melting conditions from observations and regional climate modelling", Journal of Geophysical Research: Earth Surface 
  49. J. Turner, T. Bracegirdle, T. Phillips, G. J. Marshall, J. S. Hosking (2013) "An Initial Assessment of Antarctic Sea Ice Extent in the CMIP5 Models", Journal of Climate 
  50. A. Orr, T. J. Bracegirdle, J. S. Hosking, W. Feng, H. K. Roscoe, J. D. Haigh (2013) "Strong dynamical modulation of the cooling of the polar stratosphere associated with the Antarctic ozone hole", Journal of Climate 
  51. A. Orr, T. J. Bracegirdle, J. S. Hosking, T. Jung, J. D. Haigh, T. Phillips, W. Feng (2012) "Possible Dynamical Mechanisms for Southern Hemisphere Climate Change due to the Ozone Hole", Journal of the Atmospheric Sciences 
  52. J. S. Hosking, M. R. Russo, P. Braesicke, J. A. Pyle (2012) "Tropical convective transport and the Walker circulation", Atmospheric Chemistry and Physics 
  53. C. R. Hoyle, V. Marécal, M. R. Russo, G. Allen, J. Arteta, C. Chemel, M. P. Chipperfield, F. D'Amato, O. Dessens, W. Feng, J. F. Hamilton, N. R. Harris, J. S. Hosking, A. C. Lewis, O. Morgenstern, T. Peter, J. A. Pyle, T. Reddmann, N. A. Richards, P. J. Telford, W. Tian, S. Viciani, A. Volz-Thomas, O. Wild, X. Yang, G. Zeng (2011) "Representation of tropical deep convection in atmospheric models - Part 2: Tracer transport", Atmospheric Chemistry and Physics 
  54. M. R. Russo, V. Marécal, C. R. Hoyle, J. Arteta, C. Chemel, M. P. Chipperfield, O. Dessens, W. Feng, J. S. Hosking, P. J. Telford, O. Wild, X. Yang, J. A. Pyle (2011) "Representation of tropical deep convection in atmospheric models - Part 1: Meteorology and comparison with satellite observations", Atmospheric Chemistry and Physics 
  55. J. S. Hosking, M. R. Russo, P. Braesicke, J. A. Pyle (2010) "Modelling deep convection and its impacts on the tropical tropopause layer", Atmospheric Chemistry and Physics 

Reports

PhD Thesis

Datasets