Trends In Extreme Rainfall Events In Tasmania, Australia

Climate change will affect various aspects of hydrological cycle such as rainfall. A change in rainfall will affect flood magnitude and frequency in future which will affect the design and operation of hydraulic structures. In this paper, trends in subhourly, sub-daily, and daily extreme rainfall ev...

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Main Authors: Orpita U. Laz, Ataur Rahman
Format: Text
Language:English
Published: Zenodo 2014
Subjects:
Rho
Online Access:https://dx.doi.org/10.5281/zenodo.1097044
https://zenodo.org/record/1097044
id ftdatacite:10.5281/zenodo.1097044
record_format openpolar
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language English
topic Climate change
design rainfall
Mann-Kendall test
trends
Spearman's Rho
Tasmania.
spellingShingle Climate change
design rainfall
Mann-Kendall test
trends
Spearman's Rho
Tasmania.
Orpita U. Laz
Ataur Rahman
Trends In Extreme Rainfall Events In Tasmania, Australia
topic_facet Climate change
design rainfall
Mann-Kendall test
trends
Spearman's Rho
Tasmania.
description Climate change will affect various aspects of hydrological cycle such as rainfall. A change in rainfall will affect flood magnitude and frequency in future which will affect the design and operation of hydraulic structures. In this paper, trends in subhourly, sub-daily, and daily extreme rainfall events from 18 rainfall stations located in Tasmania, Australia are examined. Two nonparametric tests (Mann-Kendall and Spearman’s Rho) are applied to detect trends at 10%, 5%, and 1% significance levels. Sub-hourly (6, 12, 18, and 30 minutes) annual maximum rainfall events have been found to experience statistically significant upward trends at 10% level of significance. However, sub-daily durations (1 hour, 3 and 12 hours) exhibit decreasing trends and no trends exists for longer duration rainfall events (e.g. 24 and 72 hours). Some of the durations (e.g. 6 minutes and 6 hours) show similar results (with upward trends) for both the tests. For 12, 18, 60 minutes and 3 hours durations both the tests show similar downward trends. This finding has important implication for Tasmania in the design of urban infrastructure where shorter duration rainfall events are more relevant for smaller urban catchments such as parking lots, roof catchments and smaller sub-divisions. : {"references": ["L. Coates, \"An overview of fatalities from some natural hazards in\nAustralia,\" in Proc. Conference on Natural Disaster Reduction:\nEngineers Australia, Canberra, ACT, Australia, 1996, pp. 49\u201354.", "R. Suppiah, and K. J. Hennessy, \"Trends in total rainfall, heavy rain\nevents and number of dry days in Australia,\" International Journal of\nClimatology, vol.18, issue. 10, pp. 1141-1164, Aug. 1998.", "K. E. Kunkel, K. Andsager, and D. R. Easterling, \"Long-term trends in\nextreme precipitation events over the conterminous United States and\nCanada,\" Journal of Climate, vol. 12, issue. 8, pp. 2515 \u2013 2527, Aug.\n1999.", "K. E. Kunkel, et al., \"Observations and regional climate model\nsimulations of heavy precipitation events and seasonal anomalies: A\ncomparison,\" Journal of Hydrometeorology, vol. 3.3, issue. 3, pp. 322 \u2013\n334, June. 2002.", "K. E. Kunkel, D. R. Easterling, K. Redmond, and K. Hubbard,\n\"Temporal variations of extreme precipitation events in the United\nStates: 1895\u20132000,\" Geophysical Research Letters, vol. 30, issue. 17, p.\n1900, Sep. 2003.", "R. Joseph, M. Ting, and P. Kumar, \"Multiple-scale spatio-temporal\nvariability of precipitation over the coterminous United States,\" Journal\nof Hydrometeorology, vol. 1, issue. 5, pp. 373-392, Oct. 2000.", "M. Brunetti, M. Colacino, M. Maugeri, and T. Nanni, \"Trends in the\ndaily intensity of precipitation in Italy from 1951 to 1996,\" International\nJournal of Climatology, vol. 21, issue. 3, pp. 299-316, March. 2001.", "S. K. Aryal, B. C. Bates, E. P. Campbell, Y. Li, M. J. Palmer, and N. R.\nViney, \"Characterizing and modeling temporal and spatial trends in\nrainfall extremes,\" Journal of Hydrometeorology, vol. 10, issue. 1, pp.\n241-253, Feb. 2009.", "M. N. Khaliq, T. B. Ouarda, P. Gachon, L. Sushama, and A. St-Hilaire,\n\"Identification of hydrological trends in the presence of serial and cross\ncorrelations: A review of selected methods and their application to\nannual flow regimes of Canadian rivers,\" Journal of Hydrology, vol.\n368, issue. 1, pp. 117-130, Apr. 2009.\n[10] K. E. Trenberth, \"Atmospheric moisture residence times and cycling:\nImplications for rainfall rates and climate change,\" Climatic change, vol.\n39, issue. 4, pp. 667-694, Aug. 1998.\n[11] L. V. Alexander, et al., \"Global observed changes in daily climate\nextremes of temperature and precipitation,\" Journal of Geophysical\nResearch: Atmospheres (1984\u20132012), vol. 111, issue. D5, March. 2006.\n[12] P. Y. Groisman, et al., \"Trends in intense precipitation in the climate\nrecord,\" Journal of climate, vol. 18, issue. 9, pp. 1326-1350, May. 2005.\n[13] G. Meehl, et al., Global climate projections, in Climate Change 2007:\nThe Physical Science Basis. Contribution of Working Group I to the\nFourth Assessment Report of the Intergovernmental Panel on Climate\nChange, edited by S. Solomon et al., Cambridge Univ. Press,\nCambridge, U. K. 2007, pp. 747\u2013845.\n[14] P. G. Oguntunde, J. Friesen, N. van de Giesen, and H. H. Savenije,\n\"Hydroclimatology of the Volta River Basin in West Africa: Trends and\nvariability from 1901 to 2002,\" Physics and Chemistry of the Earth,\nParts A/B/C, vol. 31, issue. 18, pp. 1180-1188, 2006.\n[15] M. Cannarozzo, L. V. Noto, and F. Viola, \"Spatial distribution of\nrainfall trends in Sicily (1921-2000),\" Physics and Chemistry of the\nEarth, Parts A/B/C, vol. 31, issue. 18, pp. 1201-1211, 2006.\n[16] K. Adamowski, and J. Bougadis, \"Detection of trends in annual extreme\nrainfall,\" Hydrological Processes, vol. 17, issue. 17, pp. 3547-3560,\nDec. 2003.\n[17] A. Mailhot, S. Duchesne, D. Caya, and G. Talbot, \"Assessment of future\nchange in intensity\u2013duration\u2013frequency (IDF) curves for Southern\nQuebec using the Canadian Regional Climate Model (CRCM),\" Journal\nof hydrology, vol. 347, issue. 1, pp. 197-210, Dec. 2007.\n[18] R. Hardwick Jones, S. Westra, and A. Sharma, \"Observed relationships\nbetween extreme sub\u2010daily precipitation, surface temperature, and\nrelative humidity,\" Geophysical Research Letters, vol. 37, issue. 22,\nNov. 2010.\n[19] G. Lenderink, and E. Van Meijgaard, \"Increase in hourly precipitation\nextremes beyond expectations from temperature changes,\" Nature\nGeoscience, vol. 1, issue. 8, pp. 511-514, July. 2008.\n[20] A. Dai, X. Lin, and K. L. Hsu, \"The frequency, intensity, and diurnal\ncycle of precipitation in surface and satellite observations over low-and\nmid-latitudes,\" Climate dynamics, vol. 29, issue. 7, pp. 727-744, Dec.\n2007.\n[21] P. Leahy, G. Kiely, and T. M. Scanlon, \"Managed grasslands: A\ngreenhouse gas sink or source?,\" Geophysical Research Letters, vol. 31,\nissue. 20, L20507, Oct. 2004.\n[22] B. M. Reich, \"Short-duration rainfall-intensity estimates and other\ndesign aids for regions of sparse data,\" Journal of Hydrology, vol. 1,\nissue. 1, pp. 3-28, March. 1963.\n[23] C. W. Landsea, G. A. Vecchi, L. Bengtsson, and T. R. Knutson, \"Impact\nof Duration Thresholds on Atlantic Tropical Cyclone Counts,\" Journal\nof Climate, vol. 23, issue. 10, pp. 2508-2519, May. 2010.\n[24] T. R. Knutson., C. Landsea, and K. A. Emanuel, \"Tropical cyclones and\nclimate change: A review,\" InGlobal Perspectives on Tropical\nCyclones: From Science to Mitigation, Singapore, World Scientific\nPublishing Company, May. 2010, pp. 243-284.\n[25] K. Arnbjerg-Nielsen, \"Significant climate change of extreme rainfall in\nDenmark,\" Water Science & Technology, vol. 54, issue. 6-7, pp. 1-8,\n2006.\n[26] B. Yu, and D. T. Neil, \"Long\u2010term variations in regional rainfall in the\nsouth\u2010west of Western Australia and the difference between average and\nhigh intensity rainfalls,\" International Journal of Climatology, vol.13,\nissue. 1, pp. 77-88, Jan. 1993.\n[27] N. Nicholls, and A. Kariko, \"East Australian rainfall events: Interannual\nvariations, trends, and relationships with the Southern\nOscillation,\" Journal of Climate, vol. 6, issue. 6, pp. 1141-1152, June.\n1993.\n[28] M. Haylock, and N. Nicholls, \"Trends in extreme rainfall indices for an\nupdated high quality data set for Australia, 1910-1998,\" International\nJournal of Climatology, vol. 20, issue. 13, pp. 1533-1541, Nov. 2000.\n[29] J. Li, J. Feng, and Y. Li, \"A possible cause of decreasing summer\nrainfall in northeast Australia,\" International Journal of\nClimatology, vol. 32, issue. 7, pp. 995-1005, June. 2012.\n[30] K. Haddad, A. Rahman, and J. Green, \"Design rainfall estimation in\nAustralia: a case study using L moments and generalized least squares\nregression,\" Stochastic Environmental Research and Risk\nAssessment, vol. 25, issue. 6, pp. 815-825, Aug. 2011.\n[31] S. Westra, and S. A. Sisson, \"Detection of non-stationarity in\nprecipitation extremes using a max-stable process model,\" Journal of\nHydrology, vol. 406, issue. 1-2, pp. 119-128, Aug 2011.\n[32] Y. R. Chen, B. Yu, and G. Jenkins, \"Secular variation in rainfall and\nintensity-frequency-duration curves in Eastern Australia,\" Journal of\nWater and Climate Change, vol. 4, issue. 3, pp. 244-251, 2013.\n[33] M. R. Grose, S. P. Corney, J. J. Katzfey, J. Bennett, and N. L. Bindoff,\n\"Improving projections of rainfall trends through regional climate\nmodeling and wide-ranging assessment,\" in The 19th International\nCongress on Modelling and Simulation (MODSIM2011), Perth, Western\nAustralia, Dec. 2011, pp. 2726-2732.\n[34] M. R. Grose, et al, \"Assessing rainfall trends and remote drivers in\nregional climate change projections: The demanding test case of\nTasmania,\" in IOP Conference Series: Earth and Environmental\nScience, vol. 11, issue. 1, IOP Publishing, Aug.2010, p. 012038.\n[35] J. Langford, 'Weather and climate', in: J. L. Davies (ed.), Atlas of\nTasmania, Department of Lands and Surveys, Hobart, Australia, 1965,\npp. 2-11.\n[36] Bureau of Meteorology, Climate of Tasmania. AGPS, Canberra, 1993, p.\n30.\n[37] D. J. Shepherd, \"Some characteristics of Tasmanian rainfall,\" Australian\nMeteorological Magazine, vol. 44, issue. 4, pp. 261-274, 1995.\n[38] CSIRO, Climate projections for Australia. CSIRO Atmospheric\nResearch, Melbourne, 2001. http://www.cmar.csiro.au/e-print/open/\nprojections2001.pdf\n[39] C. R. Godfred-Spenning, and T. T. Gibson, A synoptic climatology of\nrainfall in HEC catchments, Antarctic CRC, 1995.\n[40] R. Srikanthan, and B. J. Stewart, \"Analysis of Australian rainfall data\nwith respect to climate variability and change,\" Australian\nMeteorological Magazine, vol. 39, issue. 1, pp. 11-20, 1991.\n[41] C. Bryant, Understanding bushfire: trends in deliberate vegetation fires\nin Australia, Canberra, Australia: Australian Institute of Criminology, p.\n56, 2008.\n[42] J. O'Donnell, and A. Livingston, Catchment Management in Tasmania-\nA Hydro-Electric Commission Perspective, 1992.\n[43] C. J. White, et al., Climate Futures for Tasmania: extreme events\ntechnical report, 2010.\n[44] H. B. Mann, Non-parametric tests against trends, Econometrica, 13, pp.\n245-259, 1945.\n[45] M. G. Kendall, Rank Correlation Methods. Griffin, London, 1975.\n[46] S. Yue, P. Pilon, and G. Cavadias, \"Power of the Mann\u2013Kendall and\nSpearman's rho tests for detecting monotonic trends in hydrological\nseries,\" Journal of hydrology, vol. 259, issue. 1, pp. 254-271, March.\n2002."]}
format Text
author Orpita U. Laz
Ataur Rahman
author_facet Orpita U. Laz
Ataur Rahman
author_sort Orpita U. Laz
title Trends In Extreme Rainfall Events In Tasmania, Australia
title_short Trends In Extreme Rainfall Events In Tasmania, Australia
title_full Trends In Extreme Rainfall Events In Tasmania, Australia
title_fullStr Trends In Extreme Rainfall Events In Tasmania, Australia
title_full_unstemmed Trends In Extreme Rainfall Events In Tasmania, Australia
title_sort trends in extreme rainfall events in tasmania, australia
publisher Zenodo
publishDate 2014
url https://dx.doi.org/10.5281/zenodo.1097044
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spelling ftdatacite:10.5281/zenodo.1097044 2023-05-15T13:42:48+02:00 Trends In Extreme Rainfall Events In Tasmania, Australia Orpita U. Laz Ataur Rahman 2014 https://dx.doi.org/10.5281/zenodo.1097044 https://zenodo.org/record/1097044 en eng Zenodo https://dx.doi.org/10.5281/zenodo.1097043 Open Access Creative Commons Attribution 4.0 https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess CC-BY Climate change design rainfall Mann-Kendall test trends Spearman's Rho Tasmania. Text Journal article article-journal ScholarlyArticle 2014 ftdatacite https://doi.org/10.5281/zenodo.1097044 https://doi.org/10.5281/zenodo.1097043 2021-11-05T12:55:41Z Climate change will affect various aspects of hydrological cycle such as rainfall. A change in rainfall will affect flood magnitude and frequency in future which will affect the design and operation of hydraulic structures. In this paper, trends in subhourly, sub-daily, and daily extreme rainfall events from 18 rainfall stations located in Tasmania, Australia are examined. Two nonparametric tests (Mann-Kendall and Spearman’s Rho) are applied to detect trends at 10%, 5%, and 1% significance levels. Sub-hourly (6, 12, 18, and 30 minutes) annual maximum rainfall events have been found to experience statistically significant upward trends at 10% level of significance. However, sub-daily durations (1 hour, 3 and 12 hours) exhibit decreasing trends and no trends exists for longer duration rainfall events (e.g. 24 and 72 hours). Some of the durations (e.g. 6 minutes and 6 hours) show similar results (with upward trends) for both the tests. For 12, 18, 60 minutes and 3 hours durations both the tests show similar downward trends. This finding has important implication for Tasmania in the design of urban infrastructure where shorter duration rainfall events are more relevant for smaller urban catchments such as parking lots, roof catchments and smaller sub-divisions. : {"references": ["L. Coates, \"An overview of fatalities from some natural hazards in\nAustralia,\" in Proc. Conference on Natural Disaster Reduction:\nEngineers Australia, Canberra, ACT, Australia, 1996, pp. 49\u201354.", "R. Suppiah, and K. J. Hennessy, \"Trends in total rainfall, heavy rain\nevents and number of dry days in Australia,\" International Journal of\nClimatology, vol.18, issue. 10, pp. 1141-1164, Aug. 1998.", "K. E. Kunkel, K. Andsager, and D. R. Easterling, \"Long-term trends in\nextreme precipitation events over the conterminous United States and\nCanada,\" Journal of Climate, vol. 12, issue. 8, pp. 2515 \u2013 2527, Aug.\n1999.", "K. E. Kunkel, et al., \"Observations and regional climate model\nsimulations of heavy precipitation events and seasonal anomalies: A\ncomparison,\" Journal of Hydrometeorology, vol. 3.3, issue. 3, pp. 322 \u2013\n334, June. 2002.", "K. E. Kunkel, D. R. Easterling, K. Redmond, and K. Hubbard,\n\"Temporal variations of extreme precipitation events in the United\nStates: 1895\u20132000,\" Geophysical Research Letters, vol. 30, issue. 17, p.\n1900, Sep. 2003.", "R. Joseph, M. Ting, and P. Kumar, \"Multiple-scale spatio-temporal\nvariability of precipitation over the coterminous United States,\" Journal\nof Hydrometeorology, vol. 1, issue. 5, pp. 373-392, Oct. 2000.", "M. Brunetti, M. Colacino, M. Maugeri, and T. Nanni, \"Trends in the\ndaily intensity of precipitation in Italy from 1951 to 1996,\" International\nJournal of Climatology, vol. 21, issue. 3, pp. 299-316, March. 2001.", "S. K. Aryal, B. C. Bates, E. P. Campbell, Y. Li, M. J. Palmer, and N. R.\nViney, \"Characterizing and modeling temporal and spatial trends in\nrainfall extremes,\" Journal of Hydrometeorology, vol. 10, issue. 1, pp.\n241-253, Feb. 2009.", "M. N. Khaliq, T. B. Ouarda, P. Gachon, L. Sushama, and A. St-Hilaire,\n\"Identification of hydrological trends in the presence of serial and cross\ncorrelations: A review of selected methods and their application to\nannual flow regimes of Canadian rivers,\" Journal of Hydrology, vol.\n368, issue. 1, pp. 117-130, Apr. 2009.\n[10] K. E. Trenberth, \"Atmospheric moisture residence times and cycling:\nImplications for rainfall rates and climate change,\" Climatic change, vol.\n39, issue. 4, pp. 667-694, Aug. 1998.\n[11] L. V. Alexander, et al., \"Global observed changes in daily climate\nextremes of temperature and precipitation,\" Journal of Geophysical\nResearch: Atmospheres (1984\u20132012), vol. 111, issue. D5, March. 2006.\n[12] P. Y. Groisman, et al., \"Trends in intense precipitation in the climate\nrecord,\" Journal of climate, vol. 18, issue. 9, pp. 1326-1350, May. 2005.\n[13] G. Meehl, et al., Global climate projections, in Climate Change 2007:\nThe Physical Science Basis. Contribution of Working Group I to the\nFourth Assessment Report of the Intergovernmental Panel on Climate\nChange, edited by S. Solomon et al., Cambridge Univ. Press,\nCambridge, U. K. 2007, pp. 747\u2013845.\n[14] P. G. Oguntunde, J. Friesen, N. van de Giesen, and H. H. Savenije,\n\"Hydroclimatology of the Volta River Basin in West Africa: Trends and\nvariability from 1901 to 2002,\" Physics and Chemistry of the Earth,\nParts A/B/C, vol. 31, issue. 18, pp. 1180-1188, 2006.\n[15] M. Cannarozzo, L. V. Noto, and F. Viola, \"Spatial distribution of\nrainfall trends in Sicily (1921-2000),\" Physics and Chemistry of the\nEarth, Parts A/B/C, vol. 31, issue. 18, pp. 1201-1211, 2006.\n[16] K. Adamowski, and J. Bougadis, \"Detection of trends in annual extreme\nrainfall,\" Hydrological Processes, vol. 17, issue. 17, pp. 3547-3560,\nDec. 2003.\n[17] A. Mailhot, S. Duchesne, D. Caya, and G. Talbot, \"Assessment of future\nchange in intensity\u2013duration\u2013frequency (IDF) curves for Southern\nQuebec using the Canadian Regional Climate Model (CRCM),\" Journal\nof hydrology, vol. 347, issue. 1, pp. 197-210, Dec. 2007.\n[18] R. Hardwick Jones, S. Westra, and A. Sharma, \"Observed relationships\nbetween extreme sub\u2010daily precipitation, surface temperature, and\nrelative humidity,\" Geophysical Research Letters, vol. 37, issue. 22,\nNov. 2010.\n[19] G. Lenderink, and E. Van Meijgaard, \"Increase in hourly precipitation\nextremes beyond expectations from temperature changes,\" Nature\nGeoscience, vol. 1, issue. 8, pp. 511-514, July. 2008.\n[20] A. Dai, X. Lin, and K. L. Hsu, \"The frequency, intensity, and diurnal\ncycle of precipitation in surface and satellite observations over low-and\nmid-latitudes,\" Climate dynamics, vol. 29, issue. 7, pp. 727-744, Dec.\n2007.\n[21] P. Leahy, G. Kiely, and T. M. Scanlon, \"Managed grasslands: A\ngreenhouse gas sink or source?,\" Geophysical Research Letters, vol. 31,\nissue. 20, L20507, Oct. 2004.\n[22] B. M. Reich, \"Short-duration rainfall-intensity estimates and other\ndesign aids for regions of sparse data,\" Journal of Hydrology, vol. 1,\nissue. 1, pp. 3-28, March. 1963.\n[23] C. W. Landsea, G. A. Vecchi, L. Bengtsson, and T. R. Knutson, \"Impact\nof Duration Thresholds on Atlantic Tropical Cyclone Counts,\" Journal\nof Climate, vol. 23, issue. 10, pp. 2508-2519, May. 2010.\n[24] T. R. Knutson., C. Landsea, and K. A. Emanuel, \"Tropical cyclones and\nclimate change: A review,\" InGlobal Perspectives on Tropical\nCyclones: From Science to Mitigation, Singapore, World Scientific\nPublishing Company, May. 2010, pp. 243-284.\n[25] K. Arnbjerg-Nielsen, \"Significant climate change of extreme rainfall in\nDenmark,\" Water Science & Technology, vol. 54, issue. 6-7, pp. 1-8,\n2006.\n[26] B. Yu, and D. T. Neil, \"Long\u2010term variations in regional rainfall in the\nsouth\u2010west of Western Australia and the difference between average and\nhigh intensity rainfalls,\" International Journal of Climatology, vol.13,\nissue. 1, pp. 77-88, Jan. 1993.\n[27] N. Nicholls, and A. Kariko, \"East Australian rainfall events: Interannual\nvariations, trends, and relationships with the Southern\nOscillation,\" Journal of Climate, vol. 6, issue. 6, pp. 1141-1152, June.\n1993.\n[28] M. Haylock, and N. Nicholls, \"Trends in extreme rainfall indices for an\nupdated high quality data set for Australia, 1910-1998,\" International\nJournal of Climatology, vol. 20, issue. 13, pp. 1533-1541, Nov. 2000.\n[29] J. Li, J. Feng, and Y. Li, \"A possible cause of decreasing summer\nrainfall in northeast Australia,\" International Journal of\nClimatology, vol. 32, issue. 7, pp. 995-1005, June. 2012.\n[30] K. Haddad, A. Rahman, and J. Green, \"Design rainfall estimation in\nAustralia: a case study using L moments and generalized least squares\nregression,\" Stochastic Environmental Research and Risk\nAssessment, vol. 25, issue. 6, pp. 815-825, Aug. 2011.\n[31] S. Westra, and S. A. Sisson, \"Detection of non-stationarity in\nprecipitation extremes using a max-stable process model,\" Journal of\nHydrology, vol. 406, issue. 1-2, pp. 119-128, Aug 2011.\n[32] Y. R. Chen, B. Yu, and G. Jenkins, \"Secular variation in rainfall and\nintensity-frequency-duration curves in Eastern Australia,\" Journal of\nWater and Climate Change, vol. 4, issue. 3, pp. 244-251, 2013.\n[33] M. R. Grose, S. P. Corney, J. J. Katzfey, J. Bennett, and N. L. Bindoff,\n\"Improving projections of rainfall trends through regional climate\nmodeling and wide-ranging assessment,\" in The 19th International\nCongress on Modelling and Simulation (MODSIM2011), Perth, Western\nAustralia, Dec. 2011, pp. 2726-2732.\n[34] M. R. Grose, et al, \"Assessing rainfall trends and remote drivers in\nregional climate change projections: The demanding test case of\nTasmania,\" in IOP Conference Series: Earth and Environmental\nScience, vol. 11, issue. 1, IOP Publishing, Aug.2010, p. 012038.\n[35] J. Langford, 'Weather and climate', in: J. L. Davies (ed.), Atlas of\nTasmania, Department of Lands and Surveys, Hobart, Australia, 1965,\npp. 2-11.\n[36] Bureau of Meteorology, Climate of Tasmania. AGPS, Canberra, 1993, p.\n30.\n[37] D. J. Shepherd, \"Some characteristics of Tasmanian rainfall,\" Australian\nMeteorological Magazine, vol. 44, issue. 4, pp. 261-274, 1995.\n[38] CSIRO, Climate projections for Australia. CSIRO Atmospheric\nResearch, Melbourne, 2001. http://www.cmar.csiro.au/e-print/open/\nprojections2001.pdf\n[39] C. R. Godfred-Spenning, and T. T. Gibson, A synoptic climatology of\nrainfall in HEC catchments, Antarctic CRC, 1995.\n[40] R. Srikanthan, and B. J. Stewart, \"Analysis of Australian rainfall data\nwith respect to climate variability and change,\" Australian\nMeteorological Magazine, vol. 39, issue. 1, pp. 11-20, 1991.\n[41] C. Bryant, Understanding bushfire: trends in deliberate vegetation fires\nin Australia, Canberra, Australia: Australian Institute of Criminology, p.\n56, 2008.\n[42] J. O'Donnell, and A. Livingston, Catchment Management in Tasmania-\nA Hydro-Electric Commission Perspective, 1992.\n[43] C. J. White, et al., Climate Futures for Tasmania: extreme events\ntechnical report, 2010.\n[44] H. B. Mann, Non-parametric tests against trends, Econometrica, 13, pp.\n245-259, 1945.\n[45] M. G. Kendall, Rank Correlation Methods. Griffin, London, 1975.\n[46] S. Yue, P. Pilon, and G. Cavadias, \"Power of the Mann\u2013Kendall and\nSpearman's rho tests for detecting monotonic trends in hydrological\nseries,\" Journal of hydrology, vol. 259, issue. 1, pp. 254-271, March.\n2002."]} Text Antarc* Antarctic DataCite Metadata Store (German National Library of Science and Technology) Antarctic Bates ENVELOPE(-65.631,-65.631,-65.821,-65.821) Bryant ENVELOPE(-60.942,-60.942,-71.236,-71.236) Coates ENVELOPE(162.083,162.083,-77.800,-77.800) Hennessy ENVELOPE(-65.697,-65.697,-65.883,-65.883) Kendall ENVELOPE(-59.828,-59.828,-63.497,-63.497) Leahy ENVELOPE(-118.333,-118.333,-73.833,-73.833) Noto ENVELOPE(-60.811,-60.811,-62.471,-62.471) Rho ENVELOPE(-63.000,-63.000,-64.300,-64.300)