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The Climatological database for the world's oceans (CLIWOC) was a research project to convert ships' logbooks into a computerised database. It was funded by the
European Union The European Union (EU) is a supranational union, supranational political union, political and economic union of Member state of the European Union, member states that are Geography of the European Union, located primarily in Europe. The u ...
, and the bulk of the work was done between 2001 and 2003. The database draws on
British British may refer to: Peoples, culture, and language * British people, nationals or natives of the United Kingdom, British Overseas Territories and Crown Dependencies. * British national identity, the characteristics of British people and culture ...
, Dutch, French and
Spanish Spanish might refer to: * Items from or related to Spain: **Spaniards are a nation and ethnic group indigenous to Spain **Spanish language, spoken in Spain and many countries in the Americas **Spanish cuisine **Spanish history **Spanish culture ...
ships'
logbook A logbook (or log book) is a record used to record states, events, or conditions applicable to complex machines or the personnel who operate them. Logbooks are commonly associated with the operation of aircraft, nuclear plants, particle accelera ...
records for the immediate pre-instrumental period, 1750 to 1850.


Logbooks in review

Logbooks from the eighteenth and early nineteenth century had previously been used in
case studies A case study is an in-depth, detailed examination of a particular case (or cases) within a real-world context. For example, case studies in medicine may focus on an individual patient or ailment; case studies in business might cover a particular fi ...
of individual events of historic or climatic interest. CLIWOC established early ships' logbooks as another source for those seeking to understand
climate change Present-day climate change includes both global warming—the ongoing increase in Global surface temperature, global average temperature—and its wider effects on Earth's climate system. Climate variability and change, Climate change in ...
, to be used alongside proxy and instrument data. The observations were made at local noon every single day, and cover most of the world's oceans - only the
Pacific Ocean The Pacific Ocean is the largest and deepest of Earth's five Borders of the oceans, oceanic divisions. It extends from the Arctic Ocean in the north to the Southern Ocean, or, depending on the definition, to Antarctica in the south, and is ...
lacks detailed coverage. This volume of data was not available by any other means.


Interpreting the data

In researching the data, CLIWOC staff found that the data need to be treated with caution, and subjected to careful scrutiny. The range of information - wind force terms and directions, and general weather descriptions - is consistent between the different national sources. The data was primarily based on observations made by experienced officers. Though each book used consistent terms to refer to wind speeds, these values were not always consistent between logbooks. The researchers chose to standardise the terms into their
Beaufort scale The Beaufort scale ( ) is an empirical measure that relates wind speed to observed conditions at sea or on land. Its full name is the Beaufort wind force scale. It was devised in 1805 by Francis Beaufort a hydrographer in the Royal Navy. It ...
equivalents. The vocabulary used also differed between the national sources - British mariners used a relatively narrow range of terms, while sailors from the Netherlands, Spain, and France used a wider set of descriptions. Researchers found that the majority of wind force entries were accounted for by twelve or so terms, allowing the group to prepare a dictionary defining most wind force terms in use. This multi-lingual dictionary has also been published.


Data verification

In order to establish the reliability of logbook records, the researchers looked at readings taken where ships were in
convoy A convoy is a group of vehicles, typically motor vehicles or ships, traveling together for mutual support and protection. Often, a convoy is organized with armed defensive support and can help maintain cohesion within a unit. It may also be used ...
or travelling in close company. These voyages often lasted several weeks, giving large samples. The research showed that there was a consistently high degree of
correlation In statistics, correlation or dependence is any statistical relationship, whether causal or not, between two random variables or bivariate data. Although in the broadest sense, "correlation" may indicate any type of association, in statistics ...
in recorded wind forces and recorded wind directions. On a number of occasions, the records showed small but persistent differences between absolute wind force records prepared on ships of different sizes. This was adjudged not to materially influence the scientific outcome of the project, but remains a matter for further investigation. It was also necessary to correct the data to modern norms, both for wind speed and for wind direction - some books recorded data by reference to
magnetic north The north magnetic pole, also known as the magnetic north pole, is a point on the surface of Earth's Northern Hemisphere at which the planet's magnetic field points vertically downward (in other words, if a magnetic compass needle is allowed t ...
, rather than
true north True north is the direction along Earth's surface towards the place where the imaginary rotational axis of the Earth intersects the surface of the Earth on its Northern Hemisphere, northern half, the True North Pole. True south is the direction ...
. Precise navigational methods were not widely used until late in the study period, so it was necessary to correct
latitude In geography, latitude is a geographic coordinate system, geographic coordinate that specifies the north-south position of a point on the surface of the Earth or another celestial body. Latitude is given as an angle that ranges from −90° at t ...
and
longitude Longitude (, ) is a geographic coordinate that specifies the east- west position of a point on the surface of the Earth, or another celestial body. It is an angular measurement, usually expressed in degrees and denoted by the Greek lett ...
using specifically designed software.


The database

An initial version of the database was released in late 2003, as a
CD-ROM A CD-ROM (, compact disc read-only memory) is a type of read-only memory consisting of a pre-pressed optical compact disc that contains computer data storage, data computers can read, but not write or erase. Some CDs, called enhanced CDs, hold b ...
and via the CLIWOC website. The data structure is based on the International Maritime Meteorological Archive (IMMA) format. The data is now available as an Open Office Spreadsheet, a Tab-Delimited Text File, and a Geopackage at the popular website HistoricalClimatology.com. The database includes information on date and time of each observation, the latitude and longitude of the recording vessel, its country of origin. wind direction and wind force. Where available - usually only towards the end of the survey period - instrumental observations are also included.


Achieving CLIWOC's objectives

After the CLIWOC project ended in 2003, the researchers claimed a number of successes. According to the project's website, these included: * Established a freely-available database of
calibrated In measurement technology and metrology, calibration is the comparison of measurement values delivered by a device under test with those of a calibration standard of known accuracy. Such a standard could be another measurement device of known ...
climatic data that will be of value in climatic studies; * Confirmed by objective means the reliability of logbook data; * Provided
dictionary of terms
that allows other scientists to decipher more readily the descriptions contained in logbooks * Developed a
statistical Statistics (from German language, German: ', "description of a State (polity), state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a s ...
algorithm In mathematics and computer science, an algorithm () is a finite sequence of Rigour#Mathematics, mathematically rigorous instructions, typically used to solve a class of specific Computational problem, problems or to perform a computation. Algo ...
by which fields of collated logbook data can be used to reconstruct
atmospheric pressure Atmospheric pressure, also known as air pressure or barometric pressure (after the barometer), is the pressure within the atmosphere of Earth. The standard atmosphere (symbol: atm) is a unit of pressure defined as , which is equivalent to 1,013. ...
fields over the oceans The CLIWOC database is also being used as an extension of the instrument-based records contained in the I-COADS dataset. The database was used to feed wind force and direction into statistical models, which in turn produced monthly pressure field reconstructions for the Indian and the South and North
Atlantic Ocean The Atlantic Ocean is the second largest of the world's five borders of the oceans, oceanic divisions, with an area of about . It covers approximately 17% of Earth#Surface, Earth's surface and about 24% of its water surface area. During the ...
s. These models provide information for researchers into
climate change Present-day climate change includes both global warming—the ongoing increase in Global surface temperature, global average temperature—and its wider effects on Earth's climate system. Climate variability and change, Climate change in ...
over the oceans in the century from 1750. It also allows estimates of such measures as the North Atlantic Oscillation and Southern Oscillation indices for this period. By the time the project closed in 2003, the Spanish logbooks have been almost completely studied. Over 50 per cent of Dutch and over 90 per cent of British and French logbooks remained unexamined - each of these sources contains around 100,000 observations. All sources include many observations taken at times other than local noon; these observations have not been studied in any depth.


Participants

Participating institutions included: *
Universidad Complutense de Madrid The Complutense University of Madrid (, UCM; ) is a public research university located in Madrid. Founded in Alcalá in 1293 (before relocating to Madrid in 1836), it is one of the oldest operating universities in the world, and one of Spain's ...
*
University of Sunderland The University of Sunderland is a public research university located in Sunderland in the North East of England. Its predecessor, Sunderland Technical College, was established as a municipal training college in 1901. It gained university status ...
*
University of East Anglia The University of East Anglia (UEA) is a Public university, public research university in Norwich, England. Established in 1963 on a campus university, campus west of the city centre, the university has four faculties and twenty-six schools of ...
* Royal Netherlands Meteorological Institute * Instituto de Nivología, Glaciología y Ciencias Ambientales *
National Maritime Museum The National Maritime Museum (NMM) is a maritime museum in Greenwich, London. It is part of Royal Museums Greenwich, a network of museums in the Maritime Greenwich World Heritage Site. Like other publicly funded national museums in the Unit ...
* Netherlands Institute for Scientific Information Services * the US National Oceanic and Atmospheric Administration


Important publications

CLIWOC's efforts culminated in the creation of this historical document, namely ''A Dictionary of Nautical Meteorological Terms: CLIWOC Multilingual Dictionary of Meteorological Terms; An English/Spanish/French/Dutch Dictionary of Windforce Terms Used by Mariners from 1750 to 1850''.


See also

* Atmospheric Circulation Reconstructions over the Earth * International Comprehensive Ocean-Atmosphere Data Set *
Temperature record Global surface temperature (GST) is the average temperature of Earth's surface. More precisely, it is the weighted average of the temperatures over the ocean and land. The former is also called sea surface temperature and the latter is called ...
* Temperature record of the past 1000 years


Notes

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External links


CLIWOC website
Accession date=July 2024 - also contains an
FTP The File Transfer Protocol (FTP) is a standard communication protocol used for the transfer of computer files from a server to a client on a computer network. FTP is built on a client–server model architecture using separate control and dat ...
version of the database.
CLIWOC at HistoricalClimatology.com
- the database in accessible file formats.
ICOADS dataset
* Climate of the Past
Seasonal mean pressure reconstruction for the North Atlantic (1750-1850) based on early marine data
Historical climatology Oceanography Scientific databases Databases in Europe Ship databases 2003 in science Age of Sail