What does GHRSST offer?
GHRSST can supply Sea Surface Temperature (SST) data in satellite swath coordinates (L2P), gridded data (L3), and gap-free gridded products (L4).
- L2P data products provide satellite SST observations together with a measure of uncertainty for each observation in a common GHRSST netCDF format. Auxiliary fields are also provided for each pixel as dynamic flags to filter and help interpret the SST data. These data are ideal for data assimilation systems or as input to analysis systems.
- Gridding a single L2P file produces an “uncollated” L3 file (L3U). Multiple L2P files are gridded to produce either a “collated” L3 file (L3C) from a single sensor or a “super-collated” L3 file from multiple sensors (L3S).
- L4 gridded products are generated by combining complementary satellite and in situ observations within Optimal Interpolation systems. L4 gridded products are provided in GHRSST netCDF format. These data are ideal for model diagnostic studies, model boundary condition specification and model initialisation.
Which data set should I use?
Before deciding on the data set users should be aware of the definitions of skin, sub-skin, and foundation temperatures, which are summarised below, as well as other aspects that might influence your choice by the requirements of your application, such as sampling intervals and the length of the data sets:
- Infra-red instruments measure SST skin at high spatial resolution but the surface is obscured by clouds.
- Microwave instruments measure an approx-imation to the SST subskin, including through clouds and thus have fuller cover-age but at a reduced spatial resolution and beyond 50-100km from land.
- Geostationary satellites carry only infrared imagers, and have high temporal resolution and fixed spatial coverage centred on the Equator.
- Polar orbiting satellites have higher spatial resolution.
Products blended from multiple satellites or multiple passes of the same satellite (L3S, L4) use different methods to combine the observations from several sensors and to preserve the resolution or gradients in SST.
What is SST?
SST is a challenging parameter to define precisely as the upper ocean (~10 m) has a complex and variable vertical temperature structure that is related to ocean turbulence and air-sea fluxes of heat, moisture and momentum. A theoretical framework is therefore required to understand the information content and relationships between measurements of SST made by different satellite and in situ instruments, especially if these are to be merged together. The definitions of SST developed by the GHRSST SST Science Team (agreed at the 2nd and 3rd workshops) achieve the closest possible coincidence between what is defined and what can be measured, taking into account current scientific knowledge and understanding of the near surface thermal structure of the ocean.
The definitions of SST defined by GHRSST are currently being refined by the Science Team. Once approved, the GHRSST SST definitions will be iterated with the Climate and Forecast (CF) metadata convention definitions of SST to ensure they are in agreement.
The figure below presents a schematic diagram that summarises the definition of SST in the upper 10 m of the ocean and provides a framework to understand the differences between complementary SST measurements. It encapsulates the effects of dominant heat transport processes and time scales of variability associated with distinct vertical and volume regimes of the upper ocean water column (horizontal and temporal variability is implicitly assumed).
Each of the definitions marked in the bottom right of the figure is explained below and in this discussion document.
The interface temperature (SSTint)
At the exact air-sea interface a hypothetical temperature called the interface temperature (SSTint) is defined although this is of no practical use because it cannot be measured using current technology.
The skin sea surface temperature (SSTskin)
The skin temperature (SSTskin) is defined as the temperature measured by an infrared radiometer typically operating at wavelengths 3.7-12 µm (chosen for consistency with the majority of infrared satellite measurements) that represents the temperature within the conductive diffusion-dominated sub-layer at a depth of ~10-20 µm. SSTskin measurements are subject to a large potential diurnal cycle including cool skin layer effects (especially at night under clear skies and low wind speed conditions) and warm layer effects in the daytime.
The sub-skin sea surface temperature (SSTsub-skin)
The subskin temperature (SSTsubskin) represents the temperature at the base of the conductive laminar sub-layer of the ocean surface. For practical purposes, SSTsubskin can be well approximated to the measurement of surface temperature by a microwave radiometer operating in the 6-11 GHz frequency range, but the relationship is neither direct nor invariant to changing physical conditions or to the specific geometry of the microwave measurements.
The surface temperature at depth (SSTz or SSTdepth)
All measurements of water temperature beneath the SSTsubskin are referred to as depth temperatures (SSTdepth) measured using a wide variety of platforms and sensors such as drifting buoys, vertical profiling floats, or deep thermistor chains at depths ranging from 10-2 – 103m. These temperature observations are distinct from those obtained using remote sensing techniques (SSTskin and SSTsubskin) and must be qualified by a measurement depth in meters (e.g., or SST(z) e.g. SST5m).
The foundation temperature (SSTfnd)
The foundation SST, SSTfnd, is the temperature free of diurnal temperature variability, i.e., SSTfnd is defined as the temperature at the first time of the day when the heat gain from the solar radiation absorption exceeds the heat loss at the sea surface. For conditions, when the SST increases or decreases monotonically over several days, the Tfnd occurs on a given day when the time rate of change of temperature is at a minimum (increasing SST), or a maximum (decreasing SST). If such a point in the daily time series cannot be identified, the SSTfnd should be set to a clearly stated time. SSTfnd is named to indicate that it is the foundation temperature upon which the growth and decay of the diurnal heating develops each day. Only in situ contact thermometry is able to measure SSTfnd and analysis.
Sea surface temperature: An introduction to users on the set of GHRSST products
GHRSST published a short document to collect a list of valuable resources for you to use several GHRSST products. In the document, we refer to GHRSST products because there is no ONE GHRSST product, but a wide range of products that suit different applications, and there are several web-tools available to assist a user to select an SST product, including validation sites.
Download the booklet from Zenodo: https://zenodo.org/record/6957658