A fine spatial-scale sea surface temperature atlas of the Australian regional seas (SSTAARS): Seasonal variability and trends around Australasia and New Zealand revisited

Abstract We use 25 years of Advanced Very High-Resolution Radiometer (AVHRR) data from NOAA Polar Orbiting Environmental Satellites received by six Australian and two Antarctic reception stations to construct a detailed climatology of sea surface temperature (SST) around Australasia. The data have been processed following international GHRSST protocols to help reduce instrument bias using in situ data, with only night-time nearly cloud-free data used to reduce diurnal bias and cloud contamination. A pixel-wise climatology (with four annual sinusoids) and linear trend are fit to the data using a robust technique and monthly non-seasonal percentiles derived. The resulting Atlas, known as the SST Atlas of Australian Regional Seas (SSTAARS), has a spatial resolution of ~2 km and thus reveals unprecedented detail of regional oceanographic phenomena, including tidally-driven entrainment cooling over shelves and reef flats, wind-driven upwelling, shelf winter water fronts, cold river plumes, the footprint of the seasonal boundary current flows and standing mesoscale features in the major offshore currents. The Atlas (and associated statistics) will provide a benchmark for high-resolution ocean modelers and be a resource for ecosystem studies where temperatures, and their extremes, impact on ocean chemistry, species ranges and distribution.

[1]  O. Hoegh‐Guldberg,et al.  The Capricorn Eddy: a prominent driver of the ecology and future of the southern Great Barrier Reef , 2010, Coral Reefs.

[2]  S. Foster,et al.  Twenty Years of High-Resolution Sea Surface Temperature Imagery around Australia: Inter-Annual and Annual Variability , 2014, PloS one.

[3]  D. Roemmich,et al.  The mean and variability of ocean circulation past northern New Zealand: Determining the representativeness of hydrographic climatologies , 1998 .

[4]  N. Bindoff,et al.  The unprecedented 2015/16 Tasman Sea marine heatwave , 2017, Nature Communications.

[5]  K. Ridgway,et al.  Mesoscale structure of the mean East Australian Current System and its relationship with topography , 2003 .

[6]  G. Cresswell Coastal currents of northern Papua New Guinea, and the Sepik River outflow , 2000 .

[7]  Claire E. Bulgin,et al.  Sea surface temperature datasets for climate applications from Phase 1 of the European Space Agency Climate Change Initiative (SST CCI) , 2014 .

[8]  Ole Leth,et al.  A mechanism for enhanced upwelling off central Chile: Eddy advection , 2004 .

[9]  S. Chiswell,et al.  Physical oceanography of the deep seas around New Zealand: a review , 2015 .

[10]  Yukio Masumoto,et al.  Seasonal heat budget in the mixed layer of the southeastern tropical Indian Ocean in a high-resolution ocean general circulation model , 2005 .

[11]  Edward A. King,et al.  The Australian AVHRR Data Set at CSIRO/EOC: Origins, Processes, Holdings and Prospects , 2003 .

[12]  Charitha Pattiaratchi,et al.  Summer surface circulation along the Gascoyne continental shelf, Western Australia , 2006 .

[13]  S. Chiswell,et al.  The East Auckland Current, 1994–95 , 1997 .

[14]  The Wairarapa Coastal Current , 2000 .

[15]  Larry L. Stowe,et al.  Scientific basis and initial evaluation of the CLAVR-1 global clear cloud classification algorithm f , 1999 .

[16]  H. Beggs,et al.  NEW AUSTRALIAN HIGH RESOLUTION AVHRR SST PRODUCTS FROM THE INTEGRATED MARINE OBSERVING SYSTEM , 2011 .

[17]  F. Léger,et al.  Wind‐driven changes of surface current, temperature, and chlorophyll observed by satellites north of New Guinea , 2016 .

[18]  M. Tomczak,et al.  The Nutrient Regime of Bass Strait , 1986 .

[19]  J. Middleton,et al.  The low frequency circulation in and around Bass Strait: a numerical study , 1994 .

[20]  Richard D. Ray,et al.  Tidal mixing signatures in the Indonesian seas from high‐resolution sea surface temperature data , 2016 .

[21]  P. Sutton Detailed structure of the Subtropical Front over Chatham Rise, east of New Zealand , 2001 .

[22]  E. Curchitser,et al.  A model for quantifying oceanic transport and mesoscale variability in the Coral Triangle of the Indonesian/Philippines Archipelago , 2013 .

[23]  G. Cresswell CURRENTS OF THE CONTINENTAL SHELF AND UPPER SLOPE OF TASMANIA , 2000 .

[24]  Alistair J. Hobday,et al.  A hierarchical approach to defining marine heatwaves , 2016 .

[25]  M. Cirano,et al.  Aspects of the Mean Wintertime Circulation along Australia's Southern Shelves: Numerical Studies , 2004 .

[26]  C. Fandry,et al.  Observations of a new Baroclinic current along the western continental slope of Bass Strait , 1983 .

[27]  Shinichiro Kida,et al.  The impact of the Indonesian Throughflow and tidal mixing on the summertime sea surface temperature in the western Indonesian Seas , 2012 .

[28]  Michael J. McPhaden,et al.  La Niña forces unprecedented Leeuwin Current warming in 2011 , 2013, Scientific Reports.

[29]  Thomas M. Smith,et al.  An Improved In Situ and Satellite SST Analysis for Climate , 2002 .

[30]  M. Herzfeld,et al.  Intrusive upwelling in the Central Great Barrier Reef , 2016 .

[31]  S. R. Evans,et al.  A Regional Model of Shelf Circulation near Bass Strait: A New Upwelling Mechanism , 1998 .

[32]  Tim R. McVicar,et al.  Assessing the geometric accuracy of AVHRR data processed with a state vector based navigation system , 2008 .

[33]  M. Muchtar IndoTROPICS studies on the plume of the Mamberamo river into the Bismarck Sea, West Papua, Indonesia , 2004 .

[34]  Nick Caputi,et al.  Seasonal and interannual variations of upper ocean heat balance off the west coast of Australia , 2008 .

[35]  Emlyn Jones,et al.  Physical and biogeochemical spatial scales of variability in the East Australian Current separation from shelf glider measurements , 2015 .

[36]  J. Sallée,et al.  Jets and Topography: Jet Transitions and the Impact on Transport in the Antarctic Circumpolar Current , 2012 .

[37]  M. Tomczak,et al.  The South Pacific Current , 1995 .

[38]  R. Vennell,et al.  Variability of water masses through the Mernoo Saddle, South Island, New Zealand , 2000 .

[39]  Ocean circulation on the North Australian Shelf , 2011 .

[40]  Jonah Roberts-Jones,et al.  Daily, Global, High-Resolution SST and Sea Ice Reanalysis for 1985–2007 Using the OSTIA System , 2012 .

[41]  J. Lough,et al.  Environmental drivers of growth in massive Porites corals over 16 degrees of latitude along Australia's northwest shelf , 2016 .

[42]  J. C. Andrews,et al.  Upwelling as a source of nutrients for the Great Barrier Reef ecosystems: a solution to Darwin's question? , 1982 .

[43]  C. Donlon,et al.  Toward Improved Validation of Satellite Sea Surface Skin Temperature Measurements for Climate Research , 2002 .

[44]  M. I. Moore,et al.  Dynamics of the Cape Farewell upwelling plume, New Zealand , 1990 .

[45]  Will F. Figueira,et al.  Global warming and recurrent mass bleaching of corals , 2017, Nature.

[46]  J. Middleton,et al.  Wind-forced setup of upwelling, geographical origins, and numerical models : The role of bottom drag , 2004 .

[47]  K. Badcock,et al.  Tidal mixing near the Kimberley coast of NW Australia , 2000 .

[48]  C. Hassler,et al.  journal homepage: www.elsevier.com/locate/dsr2 Editorial The strengthening East Australian Current, its eddies , 2022 .

[49]  M. Bowen,et al.  Intensification and variability of the confluence of subtropical and subantarctic boundary currents east of New Zealand , 2014 .

[50]  J. S. Godfrey,et al.  The source of the Leeuwin Current seasonality , 2015 .

[51]  P. Sutton The Southland Current: A subantarctic current , 2003 .

[52]  K. Speer,et al.  Southern Ocean Thermocline Ventilation , 2010 .

[53]  A. Cracknell The advanced very high resolution radiometer , 1997 .

[54]  C. Lemckert,et al.  Is the East Australian Current causing a marine ecological hot-spot and an important fisheries near Fraser Island, Australia? , 2015 .

[55]  G. W. Lennon,et al.  Gravity currents and the release of salt from an inverse estuary , 1987, Nature.

[56]  Charitha Pattiaratchi,et al.  THE CAPES CURRENT : A SUMMER COUNTERCURRENT FLOWING PAST CAPE LEEUWIN AND CAPE NATURALISTE, WESTERN AUSTRALIA , 1999 .

[57]  M. Cirano,et al.  Wintertime circulation off southeast Australia: Strong forcing by the East Australian Current , 2005 .

[58]  Scott A. Condie,et al.  Modeling seasonal circulation, upwelling and tidal mixing in the Arafura and Timor Seas , 2011 .

[59]  Walter Jetz,et al.  Global patterns and predictors of marine biodiversity across taxa , 2010, Nature.

[60]  M. Roughan,et al.  On the East Australian Current: Variability, encroachment, and upwelling , 2004 .

[61]  J. Middleton,et al.  The Mean Summertime Circulation along Australia's Southern Shelves: A Numerical Study , 2003 .

[62]  Tong Lee,et al.  The Indonesian seas and their role in the coupled ocean–climate system , 2014 .

[63]  J. Church,et al.  Eddy shedding and energy conversions in the East Australian Current , 2006 .

[64]  Jaclyn N. Brown,et al.  Episodic and non-uniform shifts of thermal habitats in a warming ocean , 2015 .

[65]  F. Schott,et al.  The monsoon circulation of the Indian Ocean , 2001 .

[66]  J. Luick,et al.  Current measurements in the Maluku Sea , 2001 .

[67]  T. Hibiya,et al.  Internal tides and associated vertical mixing in the Indonesian Archipelago , 2015 .