The latest images of the current El Niño
have been released from NASA, which I find both surprising and intriguing. Surprising
because in the middle of the Pacific the extremes of the scale are in such
close proximity to each other; intriguing because... well it just is!
Source: Jet Propulsion Lab, NASA |
These images have been created by taking the average
of 10 days worth of data, from the 12th – 21st October
2015. The data used to construct them are sea surface height residuals. A
residual (also referred to as the irregular component) is the remaining component
after seasonality and trends have been removed from a time series. The
seasonality aspect is a systematic, calendar related effect, whilst a trend is
a long term movement in a particular direction. The residual that remains shows
short term fluctuations which are unsystematic and usually unpredictable. This
is how the uncharacteristic sea surface height data is captured and displayed
as above. Hence, the areas coloured green-light blue in the images have anomalies
of 0 mm, meaning their levels are normal and can be explained by the seasonal
and trend components. This method of modelling is powerful because it breaks
down the data into manageable parts for discovering underlying characteristics,
and, forecasting relies on previous observations. However, it can have its
limitations if the data available only covers a short period of time relative
to the process.
But, we’re looking at sea level heights here,
isn’t El Niño to do with temperatures? Well, there is a strong correlation between sea surface height anomalies and the
thermal structure of the ocean. The steric changes in
the ocean (temperature and density) cause the sea levels to fluctuate
accordingly. Warmer
water has a lower density therefore a greater volume than colder water, conversely,
the higher the sea level, the warmer the water. This animation shows sea
surface height and temperature anomalies in the Pacific Ocean from October 1992
to August 2002.
All of the data used to construct these images
and animations has been recorded by the Jason-2 satellite, for the Ocean
Surface Topography Mission (OSTM). Launched in 2008, the OSTM/Jason-2 satellite
altimeter mission aims to provide scientists with a multi-decadal climate
record for analysis of global sea level rise and a better understanding of the
relationship between ocean circulation and climate change (Lambin et al, 2010).
So, bear with me, and let’s see how this
progresses over the coming weeks.
Really good couple of posts - I like that you are actively looking at aspects of the modelling to explain the environment.
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