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OceanCurrentWhat can it do for you?
OCEANS AND ATMOSPHERE
Madeleine CahillDavid Griffin Roger Scott15 February 2017
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Acknowledgements
Edward King, CSIRO Helen Beggs, Bureau of MeteorologyChris Griffin, Bureau of MeteorologySusan Wijffels, CSIRO
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OceanCurrent - define
• Make IMOS data more accessible scientists but also to the public -the fishing industry, yachties and swimmers
• Facilitate the uptake of IMOS data
• Make physical oceanography accessible and relevant … to fisheries, biologists, the publicthe news items
• Core business started with single pass SST plotted with GSLA and surface velocities• Chlorophyll-a/Colour images• Daily images using composite SST to represent a single day• In-situ observations
• Current meter• Argo• Glider • And more recently SealCTDs
• SST Percentiles – a way of identifying extremes in SST and to help interpret the relevance of events
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SealCTDs
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Great Australian Bight Salinity time series 2015/2016
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2016 – A year of extremes Monthly Mean SST Anomaly, April 2016
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SST Percentiles
Objective – to be able to quantify events on a map of SST-> Percentiles
The need for a climatologyThe dataThe method The product
Estimating percentilesThe problems – cloud,Example location time seriesResulting maps
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Climatology
• large spatial and temporal gradients in SST -> need a climatology to reference observations
• Previously we used CARS surface temperature - in-situ observations - 0.5 degree spatial resolution O(50km)- some regions poorly sampled
• a more recent climatology by Foster et al (2014) derived using CSIRO 1d SST composites- high resolution but cold bias
• New international standards in SST - GHRSST (Group for High Resolution SST)• Wijffels et al (in prep) ClimFit3• climatology based on BoM/IMOS SST 1-day night-only composites
Robust fit using 4 seasonal harmonics and trendable to reflect effects which modify the solar forcing
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Foster et al (2014) Drifter-Satellite SSTMean cold bias 0.5 – 1° C
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Satellite SST – Drifter SST (data used in Wijffels et al)
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Data provided by Helen Beggs from Bureau of Meteorology
• NB only 2012-2016• All regions • Much smaller cold bias < 0.1°C• Improvements are due to
1. better cloud clearing and2. drifting buoys are used to
calibrate satellite SST to GHRSST standards
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SW Australia - JanuaryMean Sea Level (OFAM) Mean SST (ClimFit3)
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SW Australia - MarchMean Sea Level (OFAM) Mean SST (ClimFit3)
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SW Australia - MayMean Sea Level (OFAM) Mean SST (ClimFit3)
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SW Australia - JulyMean Sea Level (OFAM) Mean SST (ClimFit3)
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SW Australia - SeptemberMean Sea Level (OFAM) Mean SST (ClimFit3)
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SW Australia - NovemberMean Sea Level (OFAM) Mean SST (ClimFit3)
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Tasmania January ClimFit3 SST
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Tasmania February ClimFit3 SST
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Tasmania March ClimFit3 SST
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SST and Percentiles
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Coral Sea SST, 20 March 2015
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SST Anomaly, 20 March 2015
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SST Percentiles
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Time series of SST (L3S-1d) in Coral Sea
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Coral SeaMarch SST Anomalies (10x10km region)
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Mean SST in pink
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Gulf of Carpentaria – L3S-6d SST
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SST Anomaly
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Percentiles
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Time series of SST in the Gulf of CarpentariaAnomalously high temperatures Jan-Apr 2016
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ClimFit3 in pinkPercentiles calculated over 1993-2014
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Gulf of CarpentariaMarch SST Anomalies (10x10km region)
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Estimating Percentiles - February SST Anomalies149E 41.5S (off E Tas)
• Cloud and diurnal heating (afternoon effect) give problems at the extremes of the pdf/histogram
• Estimate the statistics using all SST anomalies for each month at every 2x2km location
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Estimating Percentiles - February SST Anomalies149E 41.5S (off E Tas)
Same location but using data over 10x10km region around the same location
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Eddy off Tasmania July 2016
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Time series of SST in Eddy off Eastern Tasmania
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Eastern Tasmania (eddy centre)May SST Anomalies (10x10km region)
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January 2017 SST
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January 2017Percentiles
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SST and Percentiles are plotted daily on IMOS OceanCurrent
We will be updating the percentile calculation and bring back the pink dots
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Ocean and AtmosphereMadeleine Cahillt +61 3 6232 5302E [email protected] www.csiro.au
OCEAN AND ATMOSPHERE
Thank you
OceanCurrent�What can it do for you?AcknowledgementsOceanCurrent - defineSealCTDsGreat Australian Bight Salinity time series 2015/20162016 – A year of extremes �Monthly Mean SST Anomaly, April 2016�SST PercentilesClimatologyFoster et al (2014) Drifter-Satellite SST�Mean cold bias 0.5 – 1° C Satellite SST – Drifter SST (data used in Wijffels et al) SW Australia - January� Mean Sea Level (OFAM) Mean SST (ClimFit3)� SW Australia - March� Mean Sea Level (OFAM) Mean SST (ClimFit3)� SW Australia - May� Mean Sea Level (OFAM) Mean SST (ClimFit3)� SW Australia - July� Mean Sea Level (OFAM) Mean SST (ClimFit3)� SW Australia - September� Mean Sea Level (OFAM) Mean SST (ClimFit3)� SW Australia - November� Mean Sea Level (OFAM) Mean SST (ClimFit3)�Tasmania January ClimFit3 SSTTasmania February ClimFit3 SSTTasmania March ClimFit3 SSTSST and PercentilesCoral Sea SST, 20 March 2015SST Anomaly, 20 March 2015SST PercentilesTime series of SST (L3S-1d) in Coral Sea Coral Sea�March SST Anomalies (10x10km region)Gulf of Carpentaria – L3S-6d SSTSST Anomaly PercentilesTime series of SST in the Gulf of Carpentaria�Anomalously high temperatures Jan-Apr 2016 �Gulf of Carpentaria�March SST Anomalies (10x10km region)Estimating Percentiles - February SST Anomalies� 149E 41.5S (off E Tas)Estimating Percentiles - February SST Anomalies� 149E 41.5S (off E Tas)Eddy off Tasmania July 2016� Time series of SST in Eddy off Eastern TasmaniaEastern Tasmania (eddy centre)�May SST Anomalies (10x10km region)January 2017 �SSTJanuary 2017�Percentiles�Thank you