Abstract
At the global scale, reconstructions of cool season temperature over past centuries are relatively rare. Here we present 277-year reconstructions of cool season (July–October) temperatures for southern Australia based on three different data sets: a spatial field reconstruction based on highly resolved temperature data from the Australian Water Availability Product data; reconstructions for the four southeast Australian states based on the Berkeley Earth mean temperature data for each state; and reconstructions for individual stations in southeastern Australia from the Australian Bureau of Meteorology’s Australian Climate Observations Reference Network–Surface Air Temperature data. Our reconstructions typically capture 25–50% of the variation over the late twentieth Century calibration period and are strongest for the southern state of Tasmania and the southeastern part of mainland Australia. All three use Tasmanian tree-rings sensitive to cool season temperatures and display similar variability. In the context of our reconstructions, the persistent warming in the observed record since ~ 1950 is unprecedented. While the low frequency variability of winter temperatures is generally in step with that in summer (December–February) temperatures, high frequency variability is not, illustrating the need for seasonal reconstructions to help improve understanding of variability in inter-seasonal dynamics and the historical importance of this on the environment. The reconstructions covary with changes in the Southern Annular Mode and may be useful for future reconstructions of this phenomenon.
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Akaike H (1974) A new look at the statistical model identification. IEEE Trans Autom Control AC 19:716–723
Alexander LV, Hope P, Collins D, Trewin B, Lynch A, Nicholls N (2007) Trends in Australia’s climate means and extremes: a global context. Aust Meteorol Mag 56:1–18
Allen KJ, Cook ER, Francey RJ, Michael K (2001) The climatic response of Phyllocladus aspleniifolius (Labill.) Hook. F. in Tasmania. J Biogeogr 28:305–316
Allen KJ, Ogden J, Buckley BM, Cook ER, Baker PJ (2011) The potential to reconstruct broadscale climate indices associated with Australian droughts from Athrotaxis species, Tasmania. Clim Dyn 37:1799–1821
Allen KJ, Drew DM, Downes GM, Evans R, Cook ER, Battaglia M, Baker PJ (2013) A strong regional signal in low elevation Huon pine. J Quat Sci 28:433–438
Allen KJ, Nichols SC, Evans R, Allie S, Carson G, Ling F, Cook ER, Lee G, Baker PJ (2017) A 277 year cool season dam inflow reconstruction for Tasmania, southeastern Australia. Water Resour Res. https://doi.org/10.1002/2016WR018906
Allen KJ, Cook ER, Francey RJ, Buckley BM, Palmer JG, Peterson MJ, Baker PJ (2018) Lack of cool, not warm extremes distinguishes late 20th Century climate in 979-year Tasmanian summer temperature reconstruction. Environ Res Lett. https://doi.org/10.10888/1748-9326/aaafd7
Anchukaitis KJ, Wilson R, Briffa KR, Büntgen U, Cook ER, D’Arrigo R, Davi N, Esper J, Frank D, Gunnarson B, Hegerl G, Helama S, Klesse S, Krusic P, Linderholm H, Myglan V, Osborn T, Zhang P, Rydval M, Schneider L, Schurer A, Wiles G, Zorita E (2017) Last millennium Northern Hemisphere summer temperatures from tree rings: Part II, spatially resolved reconstructions. Q Sci Rev 163:1–22
Bretherton CS, Smith C, Wallace JM (1992) An intercomparison of methods for finding coupled patterns in Climate data. J Clim 5:541–560
Buckley BM, Cook ER, Peterson MJ, Barbetti M (1997) A changing temperature response with elevation for Lagarostrobos franklinii in Tasmania, Australia. Clim Change 36:477–498
Callaghan J, Helman P (2008) Severe storms on the east coast of Australia 1770–2008. Griffith Centre for Coastal Management, Griffith University, Queensland
Campoy JA, Ruiz D, Egea J (2011) Dormancy in temperature fruit trees in a global warming context; a review. Sci Hortic 130:357–372
Chambers LE, Altwegg R, Barbraud C, Barnard P, Beaumont LJ et al (2013) Phenological Changes in the Southern Hemisphere. PLos One 8(10):e75514. https://doi.org/10.1371/journal.pone.0075514
Christiansen B, Schmith T, Thejll P (2009) A surrogate ensemble study of climate reconstruction methods: stochasticity and robustness. J Clim 22:951–976
Chu G, Sun Q, Wang X, Liu M, Lin Y, Xie M, Shang W, Liu J (2011) Seasonal temperature variability during the past 1600 years recorded in historical documents and varved lake sediment profiles from northeastern China. Holocene 22:785–792
Compo GP, Whitaker JS, Sardeshmukh PD, Matsui N, Allan RJ, Yin X, Gleason BE Jr, Vose RS, Rutledge G, Bessemoulin P, Brönnimann S, Brunet M, Crouthamel RI, Grant AN, Groisman PY, Jones PD, Kruk MC, Kruger AC, Marshall GJ, Maugeri M, Mok HY, Nordli Ø, Ross TF, Trigo RM, Wang XL, Woodruff SD, Worley SJ (2011) The Twentieth century reanalysis project. Q J R Meteorol Soc 137:1–28
Cook ER, Bird T, Peterson M, Barbetti M, Buckley B, D’Arrigo R, Francey R (1992) Climate change over the last millennium reconstructed from tree-rings. Holocene 2:205–217
Cook ER, Meko DM, Stahle DW, Cleaveland MK (1999) Drought reconstruction for the continental United States. J Clim 12:1145–1162
Cook ER, Buckley BM, D’Arrigo RD, Peterson MJ (2000) Warm-season temperatures since 1600BC reconstructed from Tasmanian tree rings and their relationship to large-scale sea surface temperature anomalies. Clim Dyn 16:79–91
Cook ER, Buckley BM, Palmer JG, Fenwick P, Peterson MJ, Boswijk G, Fowler A (2006) Millennia-long tree-ring records from Tasmania and New Zealand: a basis for modelling climate variability and forcing, past present and future. J Q Sci 21:689–699
Crimp S, Zheng B, Khimashia N, Gobbett DL, Chapman S, Howden M, Nicholls N (2016) Recent changes in southern Australian frost occurrence: implications for wheat production risk. Crop Pasture Sci 67:801–811
CSIRO (2014) State of the Climate 2014. CSIRO and Bureau of Meteorology, Melbourne
Darbyshire R, Webb L, Goodwin I, Barlow S (2011) Winter chilling trends for deciduous fruit in Australia. Agric For Meteorol 151:1074–1085
Datsenko NM, Shabalova MV, Sonechkin (2001) Seasonality of multidecadal and centennial variability in European temperatures. J Geophys Res 106:12449–12461
Dobrovolny P, Moberg A, Bràzdil R, Pfister C, Glasser R, Wilson R, van Engelen A, Limanòwka D, Kiss A, Halíčková M, Mackovà J, Riemann D, Luterbacher J, Böhm R (2010) Monthly, seasonal and annual temperature reconstructions for Central Europe derived from documentary evidence and instrumental records since AD1500. Clim Change 101:69–107
Drew DM, Allen KJ, Downes GM, Evans R, Battaglia M, Baker PJ (2013) Wood properties in a long–lived conifer reveal strong climate signals where ring width series do not. Tree Physiol. https://doi.org/10.1093/treephys/tps111
Drosdowsky W (2005) The latitude of the subtropical ridge over eastern Australia: the L index revisited. Int J Climatol 25:1291–1299
Duan J, Zhang Q-B, Lv L, Zhang C (2012) Regional-scale winter-spring temperature variability and chilling damage dynamics over the past two centuries in southeastern China. Clim Dyn 39:919–928
Duncan RP, Fenwick P, Palmer JG, McGlone M, Turney CSM (2010) Non-uniform interhemispheric temperature trends over the past 550 years. Clim Dyn. https://doi.org/10.1007/s00382-101-0794-2
Emile-Geay et al (2017) A global multiproxy database for temperature reconstructions of the Common Era. Sci Data 4:170088
Evans K (2012) ‘Antipodean England’? A history of drought, fire and flood in tasmania from European settlement in 1803 to the 1960s. PhD thesis, School of Geography and Environmental Studies, University of Tasmania
Friedman AR, Hwang Y-T, Chiang JCH, Frierson DMW (2013) Interhemispheric temperature asymmetry over the Twentieth century and in future projections. J Clim 26:5419–5433
Fritts HC, Swetnam TW (1989) Dendroecology: a tool for evaluating variations in past and present forest environments. Adv Ecol Res 19:111–188
Gallagher RV, Hughes L, Leishman MR (2009) Phenological trends among Australian alpine species: using herbarium records to identify climate-change indicators. Aust J Bot 57:1–9
Gergis J, Neukom R, Gallant AJE, Karoly DJ (2016) Australasian temperature reconstructions spanning the last millennium. J Clim 29:5365–5392
Gou ZH, Chen FH, Yang MX, Jacoby G, Fang KY, Tian QH, Zhang Y (2008) Asymmetric variability between maximum and minimum temperatures in northeastern Tibetan Plateau: evidence form tree rings. Sci China Ser D Earth Sci 51:41–55
Hendon HH, Thompson DW, Wheeler MC (2007) Australian rainfall and surface temperature variations associated with the Southern Hemisphere Annular Mode. J Clim 20:2452–2467
Holz GK, Grose MR, Bennett JC, Corney SP, White CJ, Phelan D, Potter K, Kriticos D, Rawnsley R, Parsons D, Lisson S, Gaynor SM, Bindoff NL (2010) Climate futures for Tasmania: impacts on agriculture technical report, antarctic climate and ecosystems cooperative research centre, Hobart, Tasmania
Jones PD, Moberg A (2003) Hemispheric and large-scale air temperature variations: an extensive revision and update to 2001. J Clim 16:206–223
Jones DA, Wang W, Fawcett R (2009) High-quality spatial climate data sets for Australia. Aust Meteorol Oceanogr J 58:233–248
Karoly DJ, Braganza K (2005) Attribution of recent temperature changes in the Australian region. J Clim 18:457–464
Larsen SH, Nicholls N (2009) Southern Australian rainfall and the subtropical ridge: variations, interrelationships and trends. Geophys Res Lett. https://doi.org/10.1029/2009GRL037786
Leijonhufvud L, Wilson R, Moberg A, Söderberg J, Retsö D, Söderlind U (2010) Five centuries of Stockholm winter-spring temperatures reconstructed from documentary evidence and instrumental observations. Clim Change 101:109–141
Liang X-Z, Wu Y, Chambers RG, Schmoldt DL, Gao W, Liu C, Liu Y-A, Sun C, Kennedy JA (2017) Determining climate effects on US total agricultural productivity. Proc Natl Acad Sci 114:3091–3096
Luedeling E (2012) Climate change impacts on winter chill for temperate fruit and nut production: a review. Sci Hortic 144:218–229
Luterbacher J, Dietrich D, Xoplaki E, Grosjean M, Wanner H (2004) European seasonal and annual temperature variability, trends and extremes since 1500. Science 303:1499–1503
Lynch-Stieglitz J (2004) Hemispheric asynchrony of abrupt climate change. Science 304:1919–1920
Masson-Delmotte V, Schulz M, Abe-Ouchi A, Beer J, Ganopolski A, González Rouco JF, Jansen E, Lambeck K, Luterbacher J, Naish T, Osborn T, Otto-Bliesner B, Quinn T, Ramesh R, Rojas M, Shao X, Timmermann A (2013) Information from paleoclimate archives. In: Stocker TF, Qin D, Plattner G-K, Tignor M, Allen SK, Boschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds) Climate change: the physical science basis. Contribution of working group I to the fifth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge
McGowan H, Callow JN, Soderholm J, McGrath G, Campbell M, Zhao J (2018) Global warming in the context of 2000 years of Australian alpine temperature and snow cover. Sci Rep 8:4394. https://doi.org/10.1038/s41598-018-22766-z
Measham PF, Quentin AG, MacNair N (2014) Climate, winter chill, and decision-making in Sweet Cherry production. HortScience 49:254–259
Mitchell PJ, O’Grady AP, Hayes KR, Pinkard EA (2014) Exposure of trees to drought-induced die-off is defined by a common climatic threshold across different vegetation types. Ecol Evol 4:1088–1101. https://doi.org/10.1002/ece3.1008
Monerie P, Moine M-P, Terray L, Valcke S (2017) Quantifying the impact of early 21st Century volcanic eruptions on global-mean surface temperature. Environ Res Lett 12:054010. https://doi.org/10.1088/1748-9326/aa6cb5
Mosedale JR, Wilson RJ, Maclean IMD (2015) Climate change and crop exposure to adverse weather: changes to frost risk and grapevine flowering conditions. PloS One 10:e0141218. https://doi.org/10.1371/journal.pone.0141218
Neukom R, Luterbacher J, Villalba R, Küttel M, Frank D, Jones PD, Grosjean M, Wanner H, Aravena JC, Black DE, Christie DA, D’Arrigo RD, Lara A, Morales M, Soliz-Gamboa C, Srur A, Urrutia R, von Gunten L (2010) Multiproxy summer and winter surface air temperature field reconstructions for southern South America covering the past centuries. Clim Dyn 37:35–51
Neukom R, Gergis J, Karoly DJ, Wanner H, Curran M, Elbert J, Gonzàlez-Rouco F, Linsley BK, Moy AD, Mundo I, Raible CC, Steig EJ, van Ommen T, Vance T, Villalba R, Zinke J, Frank D (2014) Inter-hemispheric temperature variability over the past millennium. Nat Clim Change 4:362–367
Nicholls N (2003) Continued anomalous warming in Australia. Geophys Res Lett 30:1370. https://doi.org/10.1029/2003GL017037
Nicholls N (2004) The changing nature of Australian droughts. Clim Change 63:323–336
O’Kane TJ, Risbey JS, Monselesan D, Horenko I, Franzke CLE (2016) On the dynamics of persistent states and their secular trends in the waveguides of the Southern Hemisphere troposphere. Clim Dyn 46:3567–3597
Pearl JK, Anchukaitis KJ, Pederson N, Donnelly J (2017) Reconstructing Northeastern United States temperatures using Atlantic white cedar tree rings. Environ Res Lett 12:114012. https://doi.org/10.1088/1748-9326/aa8f1b
Pook M, Gibson T (1999) Atmospheric blocking and storm tracks during SOP-1 of the FROST Project. Aust Meteorol Mag 48:51–60
Power S, Tseitkin F, Torok S, Lavery B, Dahni R, McAvaney B (1998) Australian temperature, Australian rainfall and the Southern Oscillation, 1910–1992: coherent variability and recent changes. Aust Meteorol Mag 47:85–101
Pritzkow C, Wazny T, Heuβner KU, Slowinski M, Bieber A, Dorado Liñan I, Helle G, Heinrich I (2016) Minimum winter temperature reconstruction from average earlywood vessel area of European oak (Quercus robus) in N-Poland. Palaeogeography,. Palaeoclimatol Palaeoecol 449:520–530
Read J, Busby JR (1990) Comparative responses to temperature of the major canopy species of Tasmanian cool temperate rainforest and their ecological significance. II. Net photosynthesis and climate analysis. Aust J Bot 38:185–205
Ridgway KR (2007) Seasonal circulation around Tasmania: an interface between eastern and western boundary dynamics. J Geophys Res. https://doi.org/10.1029/2006JC003898
Riedwyl N, Luterbacher J, Wanner H (2008) An ensemble of European summer and winter temperature reconstructions back to 1500. Geophys Res Lett. https://doi.org/10.1029/2008GL035395
Rohde R, Muller R, Jacobsen R, Perlmutter S, Rosenfeld A, Wurtele J, Curry J, Wickham C, Mosher S (2013) Berkeley earth temperature averaging process. Geoinform Geostat Overv https://doi.org/10.4172/gigs.1000103
Rossi S, Deslauriers A, Gricar J, Seo J-W, Rathberger CBK, Anfodillo T, Morin H, Levanic T, Oven P, Jalkanen R (2008a) Critical temperatures for xylogenesis in conifers of cold climates. Glob Ecol Biogeogr 17:696–707
Rossi S, Deslauriers A, Anfodillo T, Carrer M (2008b) Age-dependent xylogensis in timberline conifers. New Phytol 177:199–208
Speer MS, Leslie LM, Fierro AO (2011) Australian east coast rainfall decline related to large scale climate drivers. Clim Dyn 36:1419–1429
Trewin B (2013) A daily homogenized temperature data set for Australia. Int J Climatol 33:1510–1529
Ukhvatkina ON, Omelko AM, Zhmerenetsky AA, Petrenko TY (2017) Autumn–winter minimum temperature changes in the southern Sikhote-Alin mountain range of northeast Asia since 1509 AD. Clim Past Discuss. https://doi.org/10.5194/cp-2017-98
Villalba R, Lara A, Masiokas MH, Urrutia R, Luckman BH, Marshall GJ, Mundo IA, Christie DA, Cook ER, Neukom R, Allen K, Fenwick P, Boninsegna JA, Srur AM, Morales MS, Araneo D, Palmer JG, Cuq E, Aravena JC, Holz A, LeQuesne C (2012) Unusual Southern Hemisphere tree growth patterns induced by changes in the Southern Annular Mode. Nat Geosci 5:793–798
Vinod HD, Lòpez-de-Lacalle J (2009) Maximum entropy bootstrap for time series: the meboot R package. J Stat Softw 29:1–19
Visbeck M (2009) A station-based Southern Annular Mode Index from 1884 to 2005. J Clim 22:940–950
Visser M, Both C (2005) Shifts in phenology due to global climate change: the need for a yardstick. Proc R Soc B 272:2561–2569
Wigley TML, Briffa KR, Jones PD (1984) On the average value of correlated time series, with applications in dendroclimatology and hydrometeorology. J Clim Appl Meteorol 23:201–213
Xoplaki E, Luterbacher J, Paeth H, Dietrich D, Steiner N, Grosjean M (2005) European spring and autumn temperature variability and change of extremes over the last half millennium. Geophys Res Lett 53(15):713. https://doi.org/10.1029/2005GL023424
Yadav R, Park W-K, Bhattacharyya A (1999) Spring-temperature variations in western Himalaya, India, as reconstructed from tree-rings: AD 1390–1987. Holocene 9:85–90
Yonenobu H, Eckstein D (2006) Reconstruction of early spring temperature for central Japan from the tree-ring widths of Hinoki cypress and its verification by other proxy records. Geophys Res Lett 33:L10701. https://doi.org/10.1029/2006GL026170
Zhang R, Yuan Y, Wei W, Gou X, Yu S, Shang H, Chen F, Zhang T, Qin L (2015) Dendroclimatic reconstruction of autumn-winter mean minimum temperature in the eastern Tibet Plateau since 1600 AD. Dendrochronologia 33:1–7
Zhu HF, Fang XQ, Shao XM, Yin ZY (2009) Tree ring-based February–April temperature reconstruction for Changbai Mountain in Northeast China and its implication for East Asian winter monsoon. Clim Past 5:1–6
Acknowledgements
We thank Mike Sumner for assistance with coding and Martin Visbeck for the SAM indices. Jonathan Palmer made constructive comments on an early draft of this manuscript. Tree-ring data used in this study are available from the International Tree-ring Databank (ITRDB), and reconstructions can be obtained from the corresponding author. KA was supported by Australian Research Council grants DP087844 and LP1202811. This is Lamont-Doherty contribution no. 8278. The Dobrovolny data were sourced from the NOAA website at http://www.ncdc.noaa.gov. We thank two anonymous reviewers for their suggestions that have helped improve this work.
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Allen, K.J., Anchukaitis, K.J., Grose, M.G. et al. Tree-ring reconstructions of cool season temperature for far southeastern Australia, 1731–2007. Clim Dyn 53, 569–583 (2019). https://doi.org/10.1007/s00382-018-04602-2
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DOI: https://doi.org/10.1007/s00382-018-04602-2