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Weather forecasting


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Before a forecast can be made of what the weather is likely t o be in the future, a knowledge of the present situation is essential. Therefore, regular, reliable and accurate measurements are required. These have to be rapidly sent around the world using a telecommunications system dedicated to weather information.

The observations are fed into the computer and used to analyse the weather patterns at a particular time. Once the analysis has been carried out, the computer produces a forecast of the weather for specified times in the future. The forecaster uses the output from the computer to produce weather forecasts that are tailored to a wide range of customers.

Fig 1a: Analysis of mean sea-level pressure (isobars) and weather fronts for 0000 GMT on 3 February 2006 Fig 1a: Analysis of mean sea-level pressure (isobars) and weather fronts for 0000 GMT on 3 February 2006
   
Fig 1b: 48-hour forecast of isobars and rain (round symbols indicate continuous rain and the triangular symbols indicate showers) from the computer model for 0000 GMT on 5 February 2006 Fig 1b: 48-hour forecast of isobars and rain (round symbols indicate continuous rain and the triangular symbols indicate showers) from the computer model for 0000 GMT on 5 February 2006
   
Fig 1c: 48-hour forecast of isobars and weather fronts prepared by a forecaster (based on the output from the computer model) for 0000 GMT on 5 February 2006. Fig 1c: 48-hour forecast of isobars and weather fronts prepared by a forecaster (based on the output from the computer model) for 0000 GMT on 5 February 2006.

Observations

The many data sources used include ships, aircraft, oil rigs, buoys and balloons, as well as manned land stations around the world. Automation often assists or replaces the human observer and can provide information from inhospitable and remote areas. Information from remote-sensing equipment, both on the ground and in space, increasingly supplements and complements the conventional systems.

Fig 2: Sources of observational data
Fig 2: Sources of observational data

Surface observations

Spacer Fig 3: A typical automatic observing site © Crown
  Fig 3: A typical automatic observing site © Crown

Traditionally, meteorologists have relied upon observations taken near the Earth's surface using instruments (e.g. barometers, thermometers, anemometers and rain gauges) and visual observations (e.g. cloud and weather type). These surface observations are made at approved sites on land, and from ships at sea.

Standard types of instruments are used, with observations usually made at least every three hours, and in many cases hourly. Over land in the UK there are 33 key observing stations which are needed to define the broad-scale weather patterns. They are manned by professional meteorologists, with 12 making observations every hour, both day and night. The other 21 are manned during the daytime, thereafter switching to an automatic system. An additional 29 sites are manned by auxiliary observers such as coastguards, and there are more than 100 fully automated sites.

Fig 4: Ocean Weather Ship Starella © Crown  Fig 5: Met Office Buoy © Crown
Fig 4: Ocean Weather Ship Starella
© Crown
  Fig 5: Met Office Buoy
© Crown

For weather observations at sea, the Met Office is indebted to the crews of 400 vessels of the UK Voluntary Observing Fleet and to observers on about 30 offshore drilling platforms. This is part of a much larger scheme officially involving around 6,500 ships from 53 nations, although the real number is closer to 3,500 ships. To fill in some of the gaps, there is a network of ocean buoys, most drifting, but some moored.

Upper-air observations

Spacer Fig 6: A Radiosonde launch © Crown
  Fig 6: A radiosonde launch © Crown

Important sources of upper-air information are the balloon-borne instruments (known as radiosondes) which provide information about the pressure, temperature and humidity through the atmosphere. Also, from the track of the radiosonde, the wind can be deduced. The radiosondes can reach a height of over 20 km (66,000 feet); they are released twice a day at the same time (midday and midnight UTC) all over the world.

Within the global network, the Met Office maintains six sites in the UK. Two of these are fully manned while the remaining four sites are equipped with autosondes, which are released remotely. There are also Met Office radiosonde sites in Gibraltar, St Helena and the Falkland Islands. Near the UK, there is one fully manned site in the Irish Republic and a variety of different sites in continental Europe. At sea, there are automatic systems that release radiosondes from the decks of merchant ships.

Aircraft reports (known as AMDARs) of wind and temperature along their flight routes, including take-off and landing, help boost the upper-air information.

A type of radar known as a Doppler radar is used to measure the winds vertically through the atmosphere. When displayed over a period of type, these Windprofiler data show the vertical profile of wind above the site and how it changes with time. At the time of writing, there are Windprofiler observations made at six sites in the UK, two in the Irish Republic and one on the Isle of Man, as well as in continental Europe.

A system for measuring the amount of water vapour in the atmosphere is being developed, which is known as the Ground-based GPS Network. This uses information from Global Positioning Satellites (GPS) and about 150 stations are envisaged. The data have been shown to be of value in numerical models.

Radar

As well as the Windprofiler radars, there is a network of weather radars that provides a picture of the distribution of rainfall. From the radar it is possible to work out where it is raining and how heavy the rain is. The network includes sites provided by the Republic of Ireland and the States of Jersey and covers the whole of the British Isles. Extensive radar information from the continent is also available.

Fig 7: Chenies Rainfall Radar © Crown  Fig 8: An example radar image
Fig 7: Chenies rainfall radar © Crown   Fig 8: An example radar image
© Crown

Radar pictures are often shown on television forecasts, and are used by the Environment Agency for river management and flood warnings.

Satellites

Since the first meteorological satellite was placed in orbit in 1960, satellites have become essential tools for weather forecasters. The satellites used by meteorologists fall into two categories.

Polar-orbiting satellites pass around the earth from pole to pole at a height of about 870 km. It takes approximately 1 hour 42 minutes for the satellite to complete its orbit, by which time the earth has rotated by about 25 degrees. Consequently, each pass provides information about a different strip of the atmosphere.

Fig 9: Artist's impression of a satellite  Fig 10: A typical visible satellite image © EUMETSAT/Met Office
Fig 9: Artist's impression of a satellite   Fig 10: A typical visible satellite image © EUMETSAT/Met Office

The polar-orbiting satellites provide pictures of clouds, and information about the temperature through the atmosphere.

Geostationary satellites remain over the equator, stationary with respect to the earth. This is achieved by having the satellite in orbit at a height of about 36,000 km. At this height it takes exactly 24 hours to complete one orbit, so it always views the same part of the globe.

Meteosat, the name given to the European geostationary satellites, like their US, Japanese and Indian counterparts, give sequences of cloud images. From these, the development and movement of weather systems can be followed and, of particular importance, tropical storms can be tracked. The motion of specified areas of cloud can also be followed to calculate the wind at various levels in the atmosphere.

Analysis

The Global Telecommunication System (GTS) has been set up to transfer weather observations (and forecasts) around the world. The international circuit comprises a sequence of high-speed computer-to-computer links, using communication satellites as well as land lines. The Telecommunications Centre at Met Office Headquarters in Exeter has the role of passing data between Washington and continental Europe via Paris and Offenbach. It also collects observations from the UK and transmits them around the world via the GTS. A complete set of observations from the UK is available about ten minutes past the hour of observation.

Fig 11: A typical analysis chart © Crown
Fig 11: A typical analysis chart © Crown

The observations taken from the GTS are stored on computer and are analysed in two different ways.

  • The observations at a specific time are plotted on a chart and an analysis is produced by the computer. This involves isobars (lines of constant pressure) being drawn, which allows depressions and anticyclones to be identified. The analysis may be modified by the forecasters and fronts are added (with the aid of satellite and radar information) in order to understand what is going on in the atmosphere.
  • The observations are used to define the starting conditions of the atmosphere for a computer forecast which can go as far as six days ahead.
Forecast

The use of computers has played a key role in improving the accuracy and detail of weather forecasts, and in lengthening the period for which useful guidance can be given. The calculations involved are both numerous and complex and must be performed quickly so that forecasts are available in good time. Consequently, some of the most powerful computers in the world are needed.

Spacer Fig 12: NEC SX-8 supercomputer © Crown
  Fig 12: NEC SX-8 supercomputer © Crown

The computer model

Weather forecasts are based on the solution of a set of mathematical equations describing certain physical processes in the atmosphere. To solve these complex equations it is first necessary to divide the atmosphere up into boxes, with a grid point in the centre of each box. The properties of the atmosphere are then represented by what is happening at each of the grid points.

The array of grid points, the system of equations and the method of solving the equations is referred to as the model. In the present global model used by the Met Office, there is a spacing of roughly 40 km between each grid point in the horizontal. The grid points are also arranged in 50 vertical levels through the atmosphere.

Fig 13: Some of the physical processes 
                                represented in computer models used to forecast 
                                the weather.
Fig 13: Some of the physical processes represented in computer models used to forecast the weather.

The observations taken at a particular time can be used to compute values for each grid point of pressure, temperature, humidity and wind. This set of values (the computer analysis) then represents the atmosphere at the start of the forecast. Using the mathematical equations, a 15-minute forecast can be made of how these basic elements change. Once all the new values have been calculated, the process starts again with another 15-minute forecast being made. By repeating this procedure many times over, a forecast out to six days can be built up. The supercomputer at the Met Office only takes about an hour to produce a six-day global forecast.

The computer model produces a global forecast twice a day using the midnight and midday observations as starting conditions. In order to provide more-detailed forecast charts out to 48 hours for the UK and parts of the Atlantic and Europe, the model is run again at 0600 and 1800 daily.

For local forecasts, the Met Office has developed a model which has an 11 km horizontal grid and covers the British Isles and the near continent. This 'mesoscale model' is especially good at taking into account the local effect of ranges of hills and the contrast between land and sea in its forecasts.

Role of the forecaster

Spacer Fig 12: Forecaster at work © Crown
  Fig 14: Forecaster at work © Crown

Despite greater computer power, improvements to the computer models, and other technological advances, there is still an important role for the forecaster. For the general development of weather systems, the model provides insight into how the atmosphere is behaving and developing, but it is only a guide. Good as it is, forecasters have to make allowances for the model's known problem areas - the handling of small-scale features, for example. The chief forecaster on duty modifies the computer output to correct for likely errors in the model output, such as removing spurious areas of rainfall. Forecasters also have to take into account any late observations and consult the latest satellite and radar pictures.

In providing specific services to individual customers, the local forecaster based at an airfield or regional office will take the process even further. Experience and local knowledge add the fine detail to the computer forecast, so that the best advice for a specific location (e.g. an oil rig) can be given. There is no doubt that the combination of man and computer together produces the best forecasting results.

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