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Journal of Southern Hemisphere Earth Systems Science Journal of Southern Hemisphere Earth Systems Science SocietyJournal of Southern Hemisphere Earth Systems Science Society
A journal for meteorology, climate, oceanography, hydrology and space weather focused on the southern hemisphere
RESEARCH ARTICLE (Open Access)

Sensitivity of the orographic precipitation across the Australian Snowy Mountains to regional climate indices

Fahimeh Sarmadi A B E , Yi Huang C D , Steven T. Siems A B and Michael J. Manton A
+ Author Affiliations
- Author Affiliations

A School of Earth, Atmosphere and Environment, 9 Rainforest Walk, Monash University, Melbourne, Vic. 3800, Australia.

B Australian Research Council (ARC) Centre of Excellence for Climate System Science, Monash University, Melbourne, Vic., Australia.

C School of Earth Sciences, The University of Melbourne, Melbourne, Vic., Australia.

D Australian Research Council Centre of Excellence for Climate Extremes, Melbourne, Vic., Australia.

E Corresponding author. Email: fahimeh.sarmadi@monash.edu

Journal of Southern Hemisphere Earth Systems Science 69(1) 196-204 https://doi.org/10.1071/ES19014
Submitted: 1 April 2019  Accepted: 1 July 2019   Published: 11 June 2020

Journal Compilation © BoM 2019 Open Access CC BY-NC-ND

Abstract

The wintertime (May–October) precipitation across south-eastern Australia, and the Snowy Mountains, was studied for 22 years (1995–2016) to explore the sensitivity of the relationships between six established climate indices and the precipitation to the orography, both regionally and locally in high-elevation areas. The high-elevation (above 1100 m) precipitation records were provided by an independent network of rain gauges maintained by Snowy Hydro Ltd. These observations were compared with the Australian Water Availability Project (AWAP) precipitation analysis, a commonly used gridded nationwide product. As the AWAP analysis does not incorporate any high-elevation sites, it is unable to capture local orographic precipitation processes. The analysis demonstrates that the alpine precipitation over the Snowy Mountains responds differently to the indices than the AWAP precipitation. In particular, the alpine precipitation is found to be most sensitive to the position of the subtropical ridge and less sensitive to a number of other climate indices tested. This sensitivity is less evident in the AWAP representation of the high-elevation precipitation. Regionally, the analysis demonstrates that the precipitation to the east of the Snowy Mountains (the downwind precipitation) is weakly correlated with the upwind and peak precipitation. This is consistent with previous works that found that the precipitation in this downwind region commonly occurs from mechanisms other than storm systems passing over the mountains.


References

Ashok, K., Guan, Z., and Yamagata, T. (2003). Influence of the Indian Ocean Dipole on the Australian winter rainfall. Geophys. Res. Lett. 30, 1821.
Influence of the Indian Ocean Dipole on the Australian winter rainfall.Crossref | GoogleScholarGoogle Scholar |

Cai, W., van Rensch, P., Cowan, T., and Hendon, H. H. (2011). Teleconnection pathways of ENSO and the IOD and the mechanisms for impacts on Australian rainfall. J. Clim. 24, 3910–3923.

Chubb, T. H., Morrison, A. E., Caine, S., Siems, S. T., and Manton, M. J. (2012). Case studies of orographic precipitation in the Brindabella Ranges: model evaluation and prospects for cloud seeding. Aust. Meteorol. Ocean. 62, 305–321.

Chubb, T. H., Manton, M. J., Siems, S. T., and Peace, A. D. (2016). Evaluation of the AWAP daily precipitation spatial analysis with an independent gauge network in the Snowy Mountains. J. So. Hemisph. Earth 66, 55–67.

Chubb, T. H., Siems, S. T., and Manton, M. J. (2011). On the decline of wintertime precipitation in the Snowy Mountains of southeastern Australia. J. Hydrometeorol. 12, 1483–1497.
On the decline of wintertime precipitation in the Snowy Mountains of southeastern Australia.Crossref | GoogleScholarGoogle Scholar |

CSIRO and Bureau of Meteorology (2015). Climate change in Australia information for Australia’s Natural Resource Management Regions. Technical report. (CSIRO and Bureau of Meteorology: Australia.)

Gallant, A. J. E., Kiem, A. S., Verdon-Kidd, D. C., Stone, R. C., and Karoly, D. J. (2012). Understanding hydroclimate processes in the Murray–Darling Basin for natural resources management. Hydrol. Earth Syst. Sci. 16, 2049–2068.
Understanding hydroclimate processes in the Murray–Darling Basin for natural resources management.Crossref | GoogleScholarGoogle Scholar |

Gorman, J. D. (2003). Laboratory evaluation of the bureau designed heated tipping bucket rain gauge. 1–12 pp. Available at https://www.wmo.int/pages/prog/www/IMOP/WebPortal-AWS/Tests/ITR675.pdf [verified 5 May 2020]

Grose, M., Bhend, J., Argueso, D., Ekström, M., Dowdy, A., Hoffmann, P., Evans, J., and Timbal, B. (2015). Comparison of various climate change projections of eastern Australian rainfall. Aust. Meteorol. Ocean. 65, 72–89.

Hendon, H. H., Thompson, D. W. J., and Wheeler, M. C. (2007). Australian rainfall and surface temperature variations associated with the Southern Hemisphere annular mode. J. Clim. 20, 2452–2467.
Australian rainfall and surface temperature variations associated with the Southern Hemisphere annular mode.Crossref | GoogleScholarGoogle Scholar |

Houze, R. A. (2012). Orographic effects on precipitating clouds. Rev. Geophys. 50, RG1001.
Orographic effects on precipitating clouds.Crossref | GoogleScholarGoogle Scholar |

Huang, Y., Chubb, T., Sarmadi, F., Siems, S. T., Manton, M. J., Franklin, C., and Ebert, E. (2018). Evaluation of wintertime precipitation forecasts over the Australian Snowy Mountains. Atmos. Res. 207, 42–61.
Evaluation of wintertime precipitation forecasts over the Australian Snowy Mountains.Crossref | GoogleScholarGoogle Scholar |

Jones, D., Wang, W., and Fawcett, R. (2009). High-quality spatial climate data-sets for Australia. Aust. Meteorol. Ocean. 58, 233–248.

Lewis, C. J., Huang, Y., Siems, S. T., and Manton, M. J. (2018). Wintertime orographic precipitation over Western Tasmania. J. So. Hemisph. Earth 68, 1–26.

Lu, L., and Hedlry, D. (2004). The impact of the 2002–03 drought on the economy and agricultural employment. Economic Roundup , 25–43.

Marshall, G. J. (2003). Trends in the Southern Annular Mode from observations and reanalyses. J. Clim. 16, 4134–4143.
Trends in the Southern Annular Mode from observations and reanalyses.Crossref | GoogleScholarGoogle Scholar |

Meneghini, B., Simmonds, I., and Smith, I. N. (2007). Association between Australian rainfall and the Southern Annular Mode. International J. Climatol. 27, 109–121.
Association between Australian rainfall and the Southern Annular Mode.Crossref | GoogleScholarGoogle Scholar |

Morrison, A. E., Siems, S. T., and Manton, M. J. (2013). On a natural environment for glaciogenic cloud seeding. J. Appl. Meteor. Climatol. 52, 1097–1104.
On a natural environment for glaciogenic cloud seeding.Crossref | GoogleScholarGoogle Scholar |

Murphy, B. F., and Timbal, B. (2008). A review of recent climate variability and climate change in south-eastern Australia. International J. Climatol. 28, 859–879.
A review of recent climate variability and climate change in south-eastern Australia.Crossref | GoogleScholarGoogle Scholar |

Nguyen, H., Evans, A., Lucas, C., Smith, I., and Timbal, B. (2013). The Hadley circulation in reanalyses: climatology, variability, and change. J. Clim. 26, 3357–3376.
The Hadley circulation in reanalyses: climatology, variability, and change.Crossref | GoogleScholarGoogle Scholar |

Nicholls, N. (2005). Climate variability, climate change and the Australian snow season. Aust. Meteorol. Mag. 54, 177–185.

Nicholls, N. (2010). Local and remote causes of the Southern Australian autumn–winter rainfall decline, 1958–2007. Clim. Dyn. 34, 835–845.
Local and remote causes of the Southern Australian autumn–winter rainfall decline, 1958–2007.Crossref | GoogleScholarGoogle Scholar |

Pepler, A., Timbal, B., Rakich, C., and Coutts-Smith, A. (2014). Indian Ocean Dipole overrides ENSO’s influence on cool season rainfall across the eastern seaboard of Australia. J. Clim. 27, 3816–3826.
Indian Ocean Dipole overrides ENSO’s influence on cool season rainfall across the eastern seaboard of Australia.Crossref | GoogleScholarGoogle Scholar |

Pook, M. J., and Gibson, T. (1999). Atmospheric Blocking and storm tracks during SOP-1 of the FROST Project. Aust. Meteorol. Mag. 48, 51–60.

Pook, M., McIntosh, P., and Meyers, G. (2006). The synoptic decomposition of cool‐season rainfall in the southeastern Australian cropping region. J. Appl. Meteor. Climatol. 45, 1156–1170.
The synoptic decomposition of cool‐season rainfall in the southeastern Australian cropping region.Crossref | GoogleScholarGoogle Scholar |

Risbey, J. S., Pook, M. J., Wheeler, M. C., and Hendon, H. H. (2009). On the remote drivers of rainfall variability in Australia. Mon. Wea. Rev. 137, 3233–3253.
On the remote drivers of rainfall variability in Australia.Crossref | GoogleScholarGoogle Scholar |

Sarmadi, F., Huang, Y., Thompson, G., Siems, S. T., and Manton, M. J. (2019). Simulations of orographic precipitation in the Snowy Mountains of southeastern Australia. Atmos. Res. 219, 183–199.
Simulations of orographic precipitation in the Snowy Mountains of southeastern Australia.Crossref | GoogleScholarGoogle Scholar |

Seidel, D. J., Fu, G., Randel, R. J., and Reichler, T. J. (2008). Widening of the tropical belt in a changing climate. Nature Geosci 1, 21–24.
Widening of the tropical belt in a changing climate.Crossref | GoogleScholarGoogle Scholar |

Theobald, A., and McGowan, H. (2016). Evidence of increased tropical moisture in southeast Australian Alpine precipitation during ENSO. Geophys. Res. Lett. 43, 10901–10908.
Evidence of increased tropical moisture in southeast Australian Alpine precipitation during ENSO.Crossref | GoogleScholarGoogle Scholar |

Thompson, D. W. J., and Solomon, S. (2002). Interpretation of recent Southern Hemisphere climate change. Science 296, 895–899.
Interpretation of recent Southern Hemisphere climate change.Crossref | GoogleScholarGoogle Scholar |

Timbal, B. (2010). The climate of the eastern seaboard of Australia: a challenging entity now and for future projections. IOP Conference Series: Earth and Environmental Science, 012013.

Timbal, B., and Drosdowsky, W. (2013). The relationship between the decline of southeastern Australian rainfall and the strengthening of the subtropical ridge. International J. Climatol. 33, 1021–1034.
The relationship between the decline of southeastern Australian rainfall and the strengthening of the subtropical ridge.Crossref | GoogleScholarGoogle Scholar |

Timbal, B., Arblaster, J., Braganza, K., Fernandez, E., Hendon, H., Murphy, B., Raupach, M., Rakich, C., Smith, I., Whan, K., and Wheeler, M. (2010). Understanding the anthropogenic nature of the observed rainfall decline across south-eastern Australia. The Centre for Australian Weather and Climate Research. Available at https://www.cawcr.gov.au/technical-reports/CTR_026.pdf [verified 5 May 2020].

Ummenhofer, C. C., Sen Gupta, A., Briggs, P. R., England, M. H., McIntosh, P. C., Meyers, G. A., Pook, M. J., Raupach, M. R., and Risbey, J. S. (2011). Indian and Pacific Ocean influences on Southeast Australian drought and soil moisture. J. Clim. 24, 3796–3796.
Indian and Pacific Ocean influences on Southeast Australian drought and soil moisture.Crossref | GoogleScholarGoogle Scholar |

van Dijk, A. I. J. M., Beck, H. E., Crosbie, R. S., de Jeu, R. A. M., Liu, Y. Y., Podger, G. M., Timbal, B., and Viney, N. R. (2013). The millennium drought in Southeast Australia (2001–2009): natural and human causes and implications for water resources, ecosystems, economy, and society. Water Resour. Res. 49, 1040–1057.
The millennium drought in Southeast Australia (2001–2009): natural and human causes and implications for water resources, ecosystems, economy, and society.Crossref | GoogleScholarGoogle Scholar |

Worboys, G. L., and Good, R. B. (2011). Caring for our Australian Alps catchments: summary report for policy makers. Department of Climate Change and Energy Efficiency, Canberra. Available at https://theaustralianalps.files.wordpress.com/2014/01/catchmentrpt2011_summary.pdf [verified 5 May 2020]