5 georeferencing

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5 Georeferencing Geographic location is the element that distinguishes geographic information from all other types, so methods for specifying location on the Earth’s surface are essential to the creation of useful geographic information. Humanity has developed many such techniques over the centuries, and this chapter provides a basic guide for GIS students – what you need to know about georeferencing to succeed in GIS. The first section lays out the principles of georeferencing, including the requirements that any effective system must satisfy. Subsequent sections discuss commonly used systems, starting with the ones closest to everyday human experience, including placenames and street addresses, and moving to the more accurate scientific methods that form the basis of geodesy and surveying. The final sections deal with issues that arise over conversions between georeferencing systems, with the Global Positioning System (GPS), with georeferencing of computers and cellphones, and with the concept of a gazetteer. Geographic Information Systems and Science, 2nd edition Paul Longley, Michael Goodchild, David Maguire, and David Rhind. 2005 John Wiley & Sons, Ltd. ISBNs: 0-470-87000-1 (HB); 0-470-87001-X (PB)

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Page 1: 5 Georeferencing

5 Georeferencing

Geographic location is the element that distinguishes geographic informationfrom all other types, so methods for specifying location on the Earth’s surfaceare essential to the creation of useful geographic information. Humanityhas developed many such techniques over the centuries, and this chapterprovides a basic guide for GIS students – what you need to know aboutgeoreferencing to succeed in GIS. The first section lays out the principles ofgeoreferencing, including the requirements that any effective system mustsatisfy. Subsequent sections discuss commonly used systems, starting withthe ones closest to everyday human experience, including placenames andstreet addresses, and moving to the more accurate scientific methods thatform the basis of geodesy and surveying. The final sections deal with issuesthat arise over conversions between georeferencing systems, with the GlobalPositioning System (GPS), with georeferencing of computers and cellphones,and with the concept of a gazetteer.

Geographic Information Systems and Science, 2nd edition Paul Longley, Michael Goodchild, David Maguire, and David Rhind. 2005 John Wiley & Sons, Ltd. ISBNs: 0-470-87000-1 (HB); 0-470-87001-X (PB)

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110 PART II PRINCIPLES

Learning Objectives

By the end of this chapter you will:

■ Know the requirements for an effectivesystem of georeferencing;

■ Be familiar with the problems associatedwith placenames, street addresses, andother systems used every day by humans;

■ Know how the Earth is measured andmodeled for the purposes of positioning;

■ Know the basic principles of mapprojections, and the details of somecommonly used projections;

■ Understand the principles behind GPS, andsome of its applications.

5.1 Introduction

Chapter 3 introduced the idea of an atomic element ofgeographic information: a triple of location, optionallytime, and attribute. To make GIS work there must betechniques for assigning values to all three of these,in ways that are understood commonly by people whowish to communicate. Almost all the world agrees ona common calendar and time system, so there areonly minor problems associated with communicating thatelement of the atom when it is needed (although differenttime zones, different names of the months in differentlanguages, the annual switch to Summer or DaylightSaving Time, and systems such as the classical Japaneseconvention of dating by the year of the Emperor’s reignall sometimes manage to confuse us).

Time is optional in a GIS, but location is not, so thischapter focuses on techniques for specifying location, andthe problems and issues that arise. Locations are the basisfor many of the benefits of GIS: the ability to map, totie different kinds of information together because theyrefer to the same place, or to measure distances andareas. Without locations, data are said to be non-spatialor aspatial and would have no value at all within ageographic information system.

Time is an optional element in geographicinformation, but location is essential.

Commonly, several terms are used to describe the actof assigning locations to atoms of information. We use theverbs to georeference, to geolocate, and to geocode, and

say that facts have been georeferenced or geocoded. Wetalk about tagging records with geographic locations, orabout locating them. The term georeference will be usedthroughout this chapter.

The primary requirements of a georeference are thatit must be unique, so that there is only one locationassociated with a given georeference, and therefore noconfusion about the location that is referenced; and thatits meaning be shared among all of the people who wishto work with the information, including their geographicinformation systems. For example, the georeference 909West Campus Lane, Goleta, California, USA points to asingle house – there is no other house anywhere on Earthwith that address – and its meaning is shared sufficientlywidely to allow mail to be delivered to the address fromvirtually anywhere on the planet. The address may notbe meaningful to everyone living in China, but it willbe meaningful to a sufficient number of people withinChina’s postal service, so a letter mailed from Chinato that address will likely be delivered successfully.Uniqueness and shared meaning are sufficient also toallow people to link different kinds of information basedon common location: for example, a driving record that isgeoreferenced by street address can be linked to a recordof purchasing. The negative implications of this kind ofrecord linking for human privacy are discussed further byMark Monmonier (see Box 5.2).

To be as useful as possible a georeference mustbe persistent through time, because it would be veryconfusing if georeferences changed frequently, and veryexpensive to update all of the records that depend onthem. This can be problematic when a georeferencingsystem serves more than one purpose, or is used bymore than one agency with different priorities. Forexample, a municipality may expand by incorporatingmore land, creating problems for mapping agencies,and for researchers who wish to study the municipalitythrough time. Street names sometimes change, and postalagencies sometimes revise postal codes. Changes evenoccur in the names of cities (Saigon to Ho Chi Minh City),or in their conventional transcriptions into the Romanalphabet (Peking to Beijing).

To be most useful, georeferences should stayconstant through time.

Every georeference has an associated spatial resolution(Section 3.4), equal to the size of the area that is assignedthat georeference. A mailing address could be said tohave a spatial resolution equal to the size of the mailbox,or perhaps to the area of the parcel of land or structureassigned that address. A US state has a spatial resolutionthat varies from the size of Rhode Island to that of Alaska,and many other systems of georeferencing have similarlywide-ranging spatial resolutions.

Many systems of georeferencing are unique onlywithin an area or domain of the Earth’s surface. Forexample, there are many cities with the name Springfieldin the USA (18 according to a recent edition of theRand McNally Road Atlas; similarly there are nineplaces called Whitchurch in the 2003 AA Road Atlasof the United Kingdom). City name is unique within

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the domain of a US state, however, a property thatwas engineered with the advent of the postal systemin the 19th century. Today there is no danger ofthere being two Springfields in Massachusetts, and adriver can confidently ask for directions to ‘Springfield,Massachusetts’ in the knowledge that there is no danger ofbeing sent to the wrong Springfield. But people living inLondon, Ontario, Canada are well aware of the dangers oftalking about ‘London’ without specifying the appropriatedomain. Even in Toronto, Ontario a reference to ‘London’may be misinterpreted as a reference to the older (UK)London on a different continent, rather than to the one200 km away in the same province (Figure 5.1). Streetname is unique in the USA within municipal domains,but not within larger domains such as county or state.The six digits of a UK National Grid reference repeatevery 100 km, so additional letters are needed to achieveuniqueness within the national domain (see Box 5.1).Similarly there are 120 places on the Earth’s surface withthe same Universal Transverse Mercator coordinates (seeSection 5.7.2), and a zone number and hemisphere mustbe added to make a reference unique in the global domain.

While some georeferences are based on simple names,others are based on various kinds of measurements, andare called metric georeferences. They include latitude andlongitude and various kinds of coordinate systems, allof which are discussed in more detail below, and areessential to the making of maps and the display of mappedinformation in GIS. One enormous advantage of suchsystems is that they provide the potential for infinitely finespatial resolution: provided we have sufficiently accuratemeasuring devices, and use enough decimal places, itis possible with such systems to locate information toany level of accuracy. Another advantage is that frommeasurements of two or more locations it is possible

Figure 5.1 Placenames are not necessarily unique at the globallevel – there are many Londons, for example, besides thelargest and most prominent one in the UK. People living inother Londons must often add additional information (e.g.,London, Ontario, Canada) to resolve ambiguity

to compute distances, a very important requirement ofgeoreferencing in GIS.

Metric georeferences are much more useful,because they allow maps to be made and distancesto be calculated.

Other systems simply order locations. In most coun-tries mailing addresses are ordered along streets, oftenusing the odd integers for addresses on one side and theeven integers for addresses on the other. This means thatit is possible to say that 3000 State Street and 100 StateStreet are further apart than 200 State Street and 100 StateStreet, and allows postal services to sort mail for easy

Technical Box 5.1

A national system of georeferencing: the National Grid of Great Britain

The National Grid is administered by theOrdnance Survey of Great Britain, and provides aunique georeference for every point in England,Scotland, and Wales. The first designating letterdefines a 500 km square, and the second definesa 100 km square (see Figure 5.2). Within eachsquare, two measurements, called easting andnorthing, define a location with respect to thelower left corner of the square. The numberof digits defines the precision – three digits foreasting and three for northing (a total of six)define location to the nearest 100 m.

Figure 5.2 The National Grid of Great Britain, illustratinghow a point is assigned a grid reference that locates ituniquely to the nearest 100 m (Reproduced by permissionof Peter H. Dana)

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112 PART II PRINCIPLES

Table 5.1 Some commonly used systems of georeferencing

System Domain of uniqueness Metric? Example Spatial resolution

Placename varies no London, Ontario, Canada varies by feature typePostal address global no, but ordered

along streets inmost countries

909 West Campus Lane,Goleta, California, USA

size of one mailbox

Postal code country no 93117 (US ZIP code);WC1E 6BT (UK unitpostcode)

area occupied by adefined number ofmailboxes

Telephone calling area country no 805 variesCadastral system local authority no Parcel 01452954, City of

Springfield, Mass, USAarea occupied by a single

parcel of landPublic Land Survey System Western USA only, unique

to Prime Meridianyes Sec 5, Township 4N,

Range 6Edefined by level of

subdivisionLatitude/longitude global yes 119 degrees 45 minutes

West, 34 degrees 40minutes North

infinitely fine

Universal TransverseMercator

zones six degrees oflongitude wide, and Nor S hemisphere

yes 563146E, 4356732N infinitely fine

State Plane Coordinates USA only, unique to stateand to zone within state

yes 55086.34E, 75210.76N infinitely fine

delivery. In the western United States, it is often possibleto infer estimates of the distance between two addresseson the same street by knowing that 100 addresses areassigned to each city block, and that blocks are typicallybetween 120 m and 160 m long.

This section has reviewed some of the generalproperties of georeferencing systems, and Table 5.1 showssome commonly used systems. The following sectionsdiscuss the specific properties of the systems that are mostimportant in GIS applications.

5.2 Placenames

Giving names to places is the simplest form of georef-erencing, and was most likely the one first developedby early hunter-gatherer societies. Any distinctive fea-ture on the landscape, such as a particularly old tree, canserve as a point of reference for two people who wish toshare information, such as the existence of good game inthe tree’s vicinity. Human landscapes rapidly became lit-tered with names, as people sought distinguishing labels touse in describing aspects of their surroundings, and otherpeople adopted them. Today, of course, we have a com-plex system of naming oceans, continents, cities, moun-tains, rivers, and other prominent features. Each countrymaintains a system of authorized naming, often throughnational or state committees assigned with the task of stan-dardizing geographic names. Nevertheless multiple namesare often attached to the same feature, for example whencultures try to preserve the names given to features by

the original or local inhabitants (for example, Mt Everestto many, but Chomolungma to many Tibetans), or whencity names are different in different languages (Florencein English, Firenze in Italian)

Many commonly used placenames have meaningsthat vary between people, and with the context inwhich they are used.

Language extends the power of placenames throughwords such as ‘between’, which serve to refine refer-ences to location, or ‘near’, which serve to broaden them.‘Where State Street crosses Mission Creek’ is an instanceof combining two placenames to achieve greater refine-ment of location than either name could achieve individ-ually. Even more powerful extensions come from com-bining placenames with directions and distances, as in‘200 m north of the old tree’ or ‘50 km west of Spring-field’.

But placenames are of limited use as georeferences.First, they often have very coarse spatial resolution. ‘Asia’covers over 43 million sq km, so the information thatsomething is located ‘in Asia’ is not very helpful inpinning down its location. Even Rhode Island, the smalleststate of the USA, has a land area of over 2700 sq km.Second, only certain placenames are officially authorizedby national or subnational agencies. Many more arerecognized only locally, so their use is limited tocommunication between people in the local community.Placenames may even be lost through time: although thereare many contenders, we do not know with certaintywhere the ‘Camelot’ described in the English legends ofKing Arthur was located, if indeed it ever existed.

The meaning of certain placenames can becomelost through time.

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5.3 Postal addresses and postalcodes

Postal addresses were introduced after the developmentof mail delivery in the 19th century. They rely on severalassumptions:

■ Every dwelling and office is a potential destinationfor mail;

■ Dwellings and offices are arrayed along paths, roads,or streets, and numbered accordingly;

■ Paths, roads, and streets have names that are uniquewithin local areas;

■ Local areas have names that are unique within largerregions; and

■ Regions have names that are unique within countries.

If the assumptions are true, then mail address providesa unique identification for every dwelling on Earth.

Today, postal addresses are an almost universal meansof locating many kinds of human activity: delivery ofmail, place of residence, or place of business. They fail,of course, in locating anything that is not a potentialdestination for mail, including almost all kinds of naturalfeatures (Mt Everest does not have a postal address,and neither does Manzana Creek in Los Padres NationalForest in California, USA). They are not as useful whendwellings are not numbered consecutively along streets, ashappens in some cultures (notably in Japan, where streetnumbering can reflect date of construction, not sequencealong the street – it is temporal, rather than spatial) and inlarge building complexes like condominiums. Many GISapplications rely on the ability to locate activities by postaladdress, and to convert addresses to some more universalsystem of georeferencing, such as latitude and longitude,for mapping and analysis.

Postal addresses work well to georeferencedwellings and offices, but not natural features.

Postal codes were introduced in many countries inthe late 20th century in order to simplify the sorting ofmail. In the Canadian system, for example, the first threecharacters of the six-character code identify a ForwardSortation Area, and mail is initially sorted so that allmail directed to a single FSA is together. Each FSA’sincoming mail is accumulated in a local sorting station,and sorted a second time by the last three characters ofthe code, to allow it to be delivered easily. Figure 5.3shows a map of the FSAs for an area of the Torontometropolitan region. The full six characters are unique toroughly ten houses, a single large business, or a singlebuilding. Much effort went into ensuring widespreadadoption of the coding system by the general publicand businesses, and computer programs were developedto assign codes automatically to addresses for large-volume mailers.

Postal codes have proven very useful for manypurposes besides the sorting and delivery of mail.

Figure 5.3 Forward Sortation Areas (FSAs) of the central partof the Toronto metropolitan region. FSAs form the first threecharacters of the six-character Canadian postal code

Although the area covered by a Canadian FSA or a USZIP code varies, and can be changed whenever the postalauthorities want, it is sufficiently constant to be useful formapping purposes, and many businesses routinely makemaps of their customers by counting the numbers presentin each postal code area, and dividing by total populationto get a picture of market penetration. Figure 5.4 shows anexample of summarizing data by ZIP code. Most peopleknow the postal code of their home, and in some instancespostal codes have developed popular images (the ZIP codefor Beverly Hills, California, 90210, became the title ofa successful television series).

(A)

Figure 5.4 The use of ZIP codes boundaries as a convenientbasis for summarizing data. (A) In this instance each businesshas been allocated to its ZIP code, and (B) the ZIP code areashave been shaded according to the density of businesses persquare mile

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(B)

Figure 5.4 (continued)

5.4 Linear referencing systems

A linear referencing system identifies location on anetwork by measuring distance from a defined point ofreference along a defined path in the network. Figure 5.5shows an example, an accident whose location is reportedas being a measured distance from a street intersection,along a named street. Linear referencing is closely relatedto street address, but uses an explicit measurement ofdistance rather than the much less reliable surrogate ofstreet address number.

Linear referencing is widely used in applications thatdepend on a linear network. This includes highways (e.g.,

Figure 5.5 Linear referencing – an incident’s position isdetermined by measuring its distance (87 m) along one road(Birch St) from a well-defined point (its intersection withMain St)

Mile 1240 of the Alaska Highway), railroads (e.g., 25.9miles from Paddington Station in London on the main lineto Bristol, England), electrical transmission, pipelines, andcanals. Linear references are used by highway agenciesto define the locations of bridges, signs, potholes, andaccidents, and to record pavement condition.

Linear referencing systems are widely used inmanaging transportation infrastructure and indealing with emergencies.

Linear referencing provides a sufficient basis for geo-referencing for some applications. Highway departmentsoften base their records of accident locations on lin-ear references, as well as their inventories of signs andbridges (GIS has many applications in transportation thatare known collectively as GIS-T, and in the developingfield of intelligent transportation systems or ITS). But forother applications it is important to be able to convertbetween linear references and other forms, such as lati-tude and longitude. For example, the Onstar system thatis installed in many Cadillacs sold in the USA is designedto radio the position of a vehicle automatically as soon asit is involved in an accident. When the airbags deploy, aGPS receiver determines position, which is then relayedto a central dispatch office. Emergency response centersoften use street addresses and linear referencing to definethe locations of accidents, so the latitude and longitudereceived from the vehicle must be converted before anemergency team can be sent to the accident.

Linear referencing systems are often difficult toimplement in practice in ways that are robust in allsituations. In an urban area with frequent intersections itis relatively easy to measure distance from the nearestone (e.g., on Birch St 87 m west of the intersectionwith Main St). But in rural areas it may be a longway from the nearest intersection. Even in urban areasit is not uncommon for two streets to intersect morethan once (e.g., Birch may have two intersections withColumbia Crescent). There may also be difficulties indefining distance accurately, especially if roads includesteep sections where the distance driven is significantlylonger than the distance evaluated on a two-dimensionaldigital representation (Section 14.3.1).

5.5 Cadasters and the US PublicLand Survey System

The cadaster is defined as the map of land ownershipin an area, maintained for the purposes of taxing land,or of creating a public record of ownership. The processof subdivision creates new parcels by legally subdividingexisting ones.

Parcels of land in a cadaster are often uniquelyidentified, by number or by code, and are also reasonablypersistent through time, and thus satisfy the requirementsof a georeferencing system. But very few people know

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the identification code of their home parcel, and use ofthe cadaster as a georeferencing system is thus limitedlargely to local officials, with one major exception.

The US Public Land Survey System (PLSS) evolvedout of the need to survey and distribute the vast landresource of the Western USA, starting in the early 19thcentury, and expanded to become the dominant systemof cadaster for all of the USA west of Ohio, and allof Western Canada. Its essential simplicity and regularitymake it useful for many purposes, and understandable bythe general public. Its geometric regularity also allowsit to satisfy the requirement of a metric system ofgeoreferencing, because each georeference is defined bymeasured distances.

The Public Land Survey System defines landownership over much of western North America,and is a useful system of georeferencing.

To implement the PLSS in an area, a surveyor first laysout an accurate north–south line or prime meridian. Rowsare then laid out six miles apart and perpendicular to thisline, to become the townships of the system. Then blocksor ranges are laid out in six mile by six mile squares oneither side of the prime meridian (see Figure 5.6). Eachsquare is referenced by township number, range number,whether it is to the east or to the west, and the name ofthe prime meridian. Thirty-six sections of one mile byone mile are laid out inside each township, and numberedusing a standard system (note how the numbers reversein every other row). Each section is divided into fourquarter-sections of a quarter of a square mile, or 160acres, the size of the nominal family farm or homesteadin the original conception of the PLSS. The process canbe continued by subdividing into four to obtain any levelof spatial resolution.

Figure 5.6 Portion of the Township and Range system (PublicLands Survey System) widely used in the western USA as thebasis of land ownership (shown on the right). Townships arelaid out in six-mile squares on either side of an accuratelysurveyed Prime Meridian. The offset shown between ranges16 N and 17 N is needed to accommodate the Earth’s curvature(shown much exaggerated). The square mile sections withineach township are numbered as shown in the upper left

The PLSS would be a wonderful system if the Earthwere flat. To account for its curvature the squares arenot perfectly six miles by six miles, and the rows mustbe offset frequently; and errors in the original surveyingcomplicate matters still further, particularly in ruggedlandscapes. Figure 5.6 shows the offsetting exaggeratedfor a small area. Nevertheless, the PLSS remains anefficient system, and one with which many people in theWestern USA and Western Canada are familiar. It is oftenused to specify location, particularly in managing naturalresources in the oil and gas industry and in mining, andin agriculture. Systems have been built to convert PLSSlocations automatically to latitude and longitude.

5.6 Measuring the Earth: latitudeand longitude

The most powerful systems of georeferencing are thosethat provide the potential for very fine spatial resolution,that allow distance to be computed between pairs oflocations, and that support other forms of spatial analysis.The system of latitude and longitude is in many ways themost comprehensive, and is often called the geographicsystem of coordinates, based on the Earth’s rotation aboutits center of mass.

To define latitude and longitude we first identify theaxis of the Earth’s rotation. The Earth’s center of masslies on the axis, and the plane through the center ofmass perpendicular to the axis defines the Equator. Slicesthrough the Earth parallel to the axis, and perpendicularto the plane of the Equator, define lines of constantlongitude (Figure 5.7), rather like the segments of an

Figure 5.7 Definition of longitude. The Earth is seen herefrom above the North Pole, looking along the Axis, with theEquator forming the outer circle. The location of Greenwichdefines the Prime Meridian. The longitude of the point at thecenter of the red cross is determined by drawing a planethrough it and the axis, and measuring the angle between thisplane and the Prime Meridian

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orange. A slice through a line marked on the groundat the Royal Observatory in Greenwich, England defineszero longitude, and the angle between this slice andany other slice defines the latter’s measure of longitude.Each of the 360 degrees of longitude is divided into60 minutes and each minute into 60 seconds. But it ismore conventional to refer to longitude by degrees Eastor West, so longitude ranges from 180 degrees West to180 degrees East. Finally, because computers are designedto handle numbers ranging from very large and negativeto very large and positive, we normally store longitudein computers as if West were negative and East werepositive; and we store parts of degrees using decimalsrather than minutes and seconds. A line of constantlongitude is termed a meridian.

Longitude can be defined in this way for any rotatingsolid, no matter what its shape, because the axis ofrotation and the center of mass are always defined. Butthe definition of latitude requires that we know somethingabout the shape. The Earth is a complex shape that is onlyapproximately spherical. A much better approximation orfigure of the Earth is the ellipsoid of rotation, the figureformed by taking a mathematical ellipse and rotating itabout its shorter axis (Figure 5.8). The term spheroid isalso commonly used.

The difference between the ellipsoid and the sphere ismeasured by its flattening, or the reduction in the minoraxis relative to the major axis. Flattening is defined as:

f = (a − b)/a

where a and b are the lengths of the major and minor axesrespectively (we usually refer to the semi-axes, or half thelengths of the axes, because these are comparable to radii).The actual flattening is about 1 part in 300.

The Earth is slightly flattened, such that thedistance between the Poles is about 1 part in 300less than the diameter at the Equator.

Much effort was expended over the past 200 yearsin finding ellipsoids that best approximated the shape ofthe Earth in particular countries, so that national mapping

Figure 5.8 Definition of the ellipsoid, formed by rotating anellipse about its minor axis (corresponding to the axis of theEarth’s rotation)

agencies could measure position and produce accuratemaps. Early ellipsoids varied significantly in their basicparameters, and were generally not centered on the Earth’scenter of mass. But the development of intercontinentalballistic missiles in the 1950s and the need to targetthem accurately, as well as new data available fromsatellites, drove the push to a single international standard.Without a single standard, the maps produced by differentcountries using different ellipsoids could never be madeto fit together along their edges, and artificial steps andoffsets were often necessary in moving from one countryto another (navigation systems in aircraft would have tobe corrected, for example).

The ellipsoid known as WGS84 (the World GeodeticSystem of 1984) is now widely accepted, and NorthAmerican mapping is being brought into conformity withit through the adoption of the virtually identical NorthAmerican Datum of 1983 (NAD83). It specifies a semi-major axis (distance from the center to the Equator) of6378137 m, and a flattening of 1 part in 298.257. Butmany other ellipsoids remain in use in other parts ofthe world, and many older data older data still adhereto earlier standards, such as the North American Datumof 1927 (NAD27). Thus GIS users sometimes need toconvert between datums, and functions to do that arecommonly available.

We can now define latitude. Figure 5.9 shows a linedrawn through a point of interest perpendicular to theellipsoid at that location. The angle made by this linewith the plane of the Equator is defined as the point’slatitude, and varies from 90 South to 90 North. Again,south latitudes are usually stored as negative numbers andnorth latitudes as positive. Latitude is often symbolized bythe Greek letter phi (φ) and longitude by the Greek letterlambda (λ), so the respective ranges can be expressed inmathematical shorthand as: −180 ≤ λ ≤ 180; −90 ≤ φ ≤90. A line of constant latitude is termed a parallel.

It is important to have a sense of what latitudeand longitude mean in terms of distances on thesurface. Ignoring the flattening, two points on the samenorth–south line of longitude and separated by one degree

Figure 5.9 Definition of the latitude of the point marked withthe red cross, as the angle between the Equator and a linedrawn perpendicular to the ellipsoid

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of latitude are 1/360 of the circumference of the Earth, orabout 111 km, apart. One minute of latitude correspondsto 1.86 km, and also defines one nautical mile, a unitof distance that is still commonly used in navigation.One second of latitude corresponds to about 30 m. Butthings are more complicated in the east–west direction,and these figures only apply to east–west distances alongthe Equator, where lines of longitude are furthest apart.Away from the Equator the length of a line of latitudegets shorter and shorter, until it vanishes altogether at thepoles. The degree of shortening is approximately equalto the cosine of latitude, or cos φ, which is 0.866 at 30degrees North or South, 0.707 at 45 degrees, and 0.500at 60 degrees. So a degree of longitude is only 55 kmalong the northern boundary of the Canadian province ofAlberta (exactly 60 degrees North).

Lines of latitude and longitude are equally farapart only at the Equator; towards the Poles linesof longitude converge.

Given latitude and longitude it is possible to determinedistance between any pair of points, not just pairs alonglines of longitude or latitude. It is easiest to pretend for amoment that the Earth is spherical, because the flatteningof the ellipsoid makes the equations much more complex.On a spherical Earth on a spherical Earth the shortest pathbetween two points is a great circle, or the arc formed ifthe Earth is sliced through the two points and throughits center (Figure 5.10; an off-center slice creates a smallcircle). The length of this arc on a spherical Earth ofradius R is given by:

R arccos[sin φ1 sin φ2 + cos φ1 cos φ2 cos(λ1 − λ2)]

where the subscripts denote the two points (and see thediscussion of Measurement in Section 14.3). For example,the distance from a point on the Equator at longitude

Figure 5.10 The shortest distance between two points on thesphere is an arc of a great circle, defined by slicing the spherethrough the two points and the center (all lines of longitude,and the Equator, are great circles). The circle formed by a slicethat does not pass through the center is a small circle (all linesof latitude except the Equator are small circles)

90 East (in the Indian Ocean between Sri Lanka and theIndonesian island of Sumatra) and the North Pole is foundby evaluating the equation for φ1 = 0, λ1 = 90, φ2 = 90,λ2 = 90. It is best to work in radians (1 radian is 57.30degrees, and 90 degrees is π /2 radians). The equationevaluates to R arccos 0, or R π/2, or one quarter of thecircumference of the Earth. Using a radius of 6378 kmthis comes to 10 018 km, or close to 10 000 km (notsurprising, since the French originally defined the meter inthe late 18th century as one ten millionth of the distancefrom the Equator to the Pole).

5.7 Projections and coordinates

Latitude and longitude define location on the Earth’s sur-face in terms of angles with respect to well-defined ref-erences: the Royal Observatory at Greenwich, the centerof mass, and the axis of rotation. As such, they constitutethe most comprehensive system of georeferencing, andsupport a range of forms of analysis, including the calcu-lation of distance between points, on the curved surfaceof the Earth. But many technologies for working withgeographic data are inherently flat, including paper andprinting, which evolved over many centuries long beforethe advent of digital geographic data and GIS. For var-ious reasons, therefore, much work in GIS deals with aflattened or projected Earth, despite the price we pay inthe distortions that are an inevitable consequence of flat-tening. Specifically, the Earth is often flattened because:

■ paper is flat, and paper is still used as a medium forinputting data to GIS by scanning or digitizing (seeChapter 9), and for outputting data in map orimage form;

■ rasters are inherently flat, since it is impossible tocover a curved surface with equal squares withoutgaps or overlaps;

■ photographic film is flat, and film cameras are stillused widely to take images of the Earth from aircraftto use in GIS;

■ when the Earth is seen from space, the part in thecenter of the image has the most detail, and detaildrops off rapidly, the back of the Earth beinginvisible; in order to see the whole Earth withapproximately equal detail it must be distorted insome way, and it is most convenient to make it flat.

The Cartesian coordinate system (Figure 5.11) assignstwo coordinates to every point on a flat surface, bymeasuring distances from an origin parallel to two axesdrawn at right angles. We often talk of the two axesas x and y, and of the associated coordinates as the x

and y coordinate, respectively. Because it is common toalign the y axis with North in geographic applications,the coordinates of a projection on a flat sheet are oftentermed easting and northing.

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Figure 5.11 A Cartesian coordinate system, defining thelocation of the blue cross in terms of two measured distancesfrom the Origin, parallel to the two axes

Although projections are not absolutely required,there are several good reasons for using them inGIS to flatten the Earth.

One way to think of a map projection, therefore, is thatit transforms a position on the Earth’s surface identified bylatitude and longitude (φ, λ) into a position in Cartesiancoordinates (x, y). Every recognized map projection, ofwhich there are many, can be represented as a pair ofmathematical functions:

x = f (φ, λ)

y = g(φ, λ)

For example, the famous Mercator projection uses thefunctions:

x = λ

y = ln tan[φ/2 + π/4]

where ln is the natural log function. The inversetransformations that map Cartesian coordinates back tolatitude and longitude are also expressible as mathematicalfunctions: in the Mercator case they are:

λ = x

φ = 2 arctan ey − π/2

where e denotes the constant 2.71828. Many of thesefunctions have been implemented in GIS, allowing usersto work with virtually any recognized projection anddatum, and to convert easily between them.

Two datasets can differ in both the projection andthe datum, so it is important to know both forevery data set.

Projections necessarily distort the Earth, so it isimpossible in principle for the scale (distance on the mapcompared to distance on the Earth, for a discussion ofscale see Box 4.2) of any flat map to be perfectly uniform,

or for the pixel size of any raster to be perfectly constant.But projections can preserve certain properties, and twosuch properties are particularly important, although anyprojection can achieve at most one of them, not both:

■ the conformal property, which ensures that the shapesof small features on the Earth’s surface are preservedon the projection: in other words, that the scales of theprojection in the x and y directions are always equal;

■ the equal area property, which ensures that areasmeasured on the map are always in the sameproportion to areas measured on the Earth’s surface.

The conformal property is useful for navigation,because a straight line drawn on the map has a constantbearing (the technical term for such a line is a loxodrome).The equal area property is useful for various kinds ofanalysis involving areas, such as the computation of thearea of someone’s property.

Besides their distortion properties, another commonway to classify map projections is by analogy to a physicalmodel of how positions on the map’s flat surface arerelated to positions on the curved Earth. There are threemajor classes (Figure 5.12):

■ cylindrical projections, which are analogous towrapping a cylinder of paper around the Earth,projecting the Earth’s features onto it, and thenunwrapping the cylinder;

■ azimuthal or planar projections, which are analogousto touching the Earth with a sheet of flat paper; and

■ conic projections, which are analogous to wrapping asheet of paper around the Earth in a cone.

In each case, the projection’s aspect defines thespecific relationship, e.g., whether the paper is wrappedaround the Equator, or touches at a pole. Where the papercoincides with the surface the scale of the projectionis 1, and where the paper is some distance outside thesurface the projected feature will be larger than it is on theEarth. Secant projections attempt to minimize distortionby allowing the paper to cut through the surface, so thatscale can be both greater and less than 1 (Figure 5.12;projections for which the paper touches the Earth and inwhich scale is always 1 or greater are called tangent).

All three types can have either conformal or equalarea properties, but of course not both. Figure 5.13 showsexamples of several common projections, and shows howthe lines of latitude and longitude map onto the projection,in a (distorted) grid known as a graticule.

The next sections describe several particularly impor-tant projections in detail, and the coordinate systems thatthey produce. Each is important to GIS, and users arelikely to come across them frequently. The map projec-tion (and datum) used to make a dataset is sometimes notknown to the user of the dataset, so it is helpful to knowenough about map projections and coordinate systems tomake intelligent guesses when trying to combine such adataset with other data. Several excellent books on mapprojections are listed in the References.

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Figure 5.12 The basis for three types of map projections –cylindrical, planar, and conic. In each case a sheet of paper iswrapped around the Earth, and positions of objects on theEarth’s surface are projected onto the paper. The cylindricalprojection is shown in the tangent case, with the papertouching the surface, but the planar and conic projections areshown in the secant case, where the paper cuts into the surface(Reproduced by permission of Peter H. Dana)

5.7.1 The Plate Carree or CylindricalEquidistant projection

The simplest of all projections simply maps longitude asx and latitude as y, and for that reason is also knowninformally as the unprojected projection. The result isa heavily distorted image of the Earth, with the polessmeared along the entire top and bottom edges of the map,and a very strangely shaped Antarctica. Nevertheless, it isthe view that we most often see when images are createdof the entire Earth from satellite data (for example inillustrations of sea surface temperature that show the ElNino or La Nina effects). The projection is not conformal(small shapes are distorted) and not equal area, thoughit does maintain the correct distance between every pointand the Equator. It is normally used only for the wholeEarth, and maps of large parts of the Earth, such as theUSA or Canada, look distinctly odd in this projection.Figure 5.14 shows the projection applied to the world, andalso shows a comparison of three familiar projections of

Figure 5.13 Examples of some common map projections. TheMercator projection is a tangent cylindrical type, shown here inits familiar Equatorial aspect (cylinder wrapped around theEquator). The Lambert Conformal Conic projection is a secantconic type. In this instance the cone onto which the surface wasprojected intersected the Earth along two lines of latitude: 20North and 60 North (Reproduced by permission of PeterH. Dana)

the United States: the Plate Carree, Mercator, and LambertConformal Conic.

When longitude is assigned to x and latitude to y avery odd-looking Earth results.

Serious problems can occur when doing analysisusing this projection. Moreover, since most methods ofanalysis in GIS are designed to work with Cartesiancoordinates rather than latitude and longitude, the sameproblems can arise in analysis when a dataset uses latitudeand longitude, or so-called geographic coordinates. Forexample, a command to generate a circle of radiusone unit in this projection will create a figure thatis two degrees of latitude across in the north–southdirection, and two degrees of longitude across in theeast–west direction. On the Earth’s surface this figureis not a circle at all, and at high latitudes it is a verysquashed ellipse. What happens if you ask your favoriteGIS to generate a circle and add it to a dataset thatis in geographic coordinates? Does it recognize thatyou are using geographic coordinates and automaticallycompensate for the differences in distances east–westand north–south away from the Equator, or does it ineffect operate on a Plate Carree projection and create afigure that is an ellipse on the Earth’s surface? If youask it to compute distance between two points defined by

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Figure 5.14 (A) The so-called unprojected or Plate Carreeprojection, a tangent cylindrical projection formed by usinglongitude as x and latitude as y. (B) A comparison of threefamiliar projections of the USA. The Lambert Conformal Conicis the one most often encountered when the USA is projectedalone, and is the only one of the three to curve the parallels oflatitude, including the northern border on the 49th Parallel(Reproduced by permission of Peter H. Dana)

latitude and longitude, does it use the true shortest (greatcircle) distance based on the equation in Section 5.6, orthe formula for distance in a Cartesian coordinate systemon a distorted plane?

It is wise to be careful when using a GIS to analyzedata in latitude and longitude rather than inprojected coordinates, because serious distortionsof distance, area, and other properties may result.

5.7.2 The Universal TransverseMercator projection

The UTM system is often found in military applications,and in datasets with global or national coverage. It isbased on the Mercator projection, but in transverse ratherthan Equatorial aspect, meaning that the projection isanalogous to wrapping a cylinder around the Poles, ratherthan around the Equator. There are 60 zones in the system,and each zone corresponds to a half cylinder wrappedalong a particular line of longitude, each zone being 6degrees wide. Thus Zone 1 applies to longitudes from180 W to 174 W, with the half cylinder wrapped along177 W; Zone 10 applies to longitudes from 126 W to120 W centered on 123 W, etc. (Figure 5.15).

The UTM system is secant, with lines of scale 1located some distance out on both sides of the centralmeridian. The projection is conformal, so small featuresappear with the correct shape and scale is the same inall directions. Scale is 0.9996 at the central meridian andat most 1.0004 at the edges of the zone. Both parallels

Figure 5.15 The system of zones of the Universal Transverse Mercator system. The zones are identified at the top. Each zone is sixdegrees of longitude in width (Reproduced by permission of Peter H. Dana)

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Figure 5.16 Major features of UTM Zone 14 (from 102 W to96 W). The central meridian is at 99 W. Scale factors varyfrom 0.9996 at the central meridian to 1.0004 at the zoneboundaries. See text for details of the coordinate system(Reproduced by permission of Peter H. Dana)

and meridians are curved on the projection, with theexception of the zone’s central meridian and the Equator.Figure 5.16 shows the major features of one zone.

The coordinates of a UTM zone are defined in meters,and set up such that the central meridian’s easting isalways 500 000 m (a false easting), so easting variesfrom near zero to near 1 000 000 m. In the NorthernHemisphere the Equator is the origin of northing, so apoint at northing 5 000 000 m is approximately 5000 kmfrom the Equator. In the Southern Hemisphere the Equatoris given a false northing of 10 000 000 m and all othernorthings are less than this.

UTM coordinates are in meters, making it easy tomake accurate calculations of short distancesbetween points.

Because there are effectively 60 different projections inthe UTM system, maps will not fit together across a zoneboundary. Zones become so much of a problem at highlatitudes that the UTM system is normally replaced withazimuthal projections centered on each Pole (known asthe UPS or Universal Polar Stereographic system) above80 degrees latitude. The problem is especially critical

for cities that cross zone boundaries, such as Calgary,Alberta, Canada (crosses the boundary at 114 W betweenZone 11 and Zone 12). In such situations one zone canbe extended to cover the entire city, but this results indistortions that are larger than normal. Another option isto define a special zone, with its own central meridianselected to pass directly through the city’s center. Italy issplit between Zones 32 and 33, and many Italian mapscarry both sets of eastings and northings.

UTM coordinates are easy to recognize, because theycommonly consist of a six-digit integer followed bya seven-digit integer (and decimal places if precisionis greater than a meter), and sometimes include zonenumbers and hemisphere codes. They are an excellentbasis for analysis, because distances can be calculatedfrom them for points within the same zone with no morethan 0.04% error. But they are complicated enough thattheir use is effectively limited to professionals (the so-called ‘spatially aware professionals’ or SAPs defined inSection 1.4.3.2) except in applications where they canbe hidden from the user. UTM grids are marked onmany topographic maps, and many countries project theirtopographic maps using UTM, so it is easy to obtain UTMcoordinates from maps for input to digital datasets, eitherby hand or automatically using scanning or digitizing(Chapter 9).

5.7.3 State Plane Coordinates andother local systems

Although the distortions of the UTM system are small,they are nevertheless too great for some purposes,particularly in accurate surveying. Zone boundaries alsoare a problem in many applications, because they followarbitrary lines of longitude rather than boundaries betweenjurisdictions. In the 1930s each US state agreed toadopt its own projection and coordinate system, generallyknown as State Plane Coordinates (SPC), in orderto support these high-accuracy applications. Projectionswere chosen to minimize distortion over the area ofthe state, so choices were often based on the state’sshape. Some large states decided that distortions werestill too great, and designed their SPCs with internalzones (for example, Texas has five zones based on theLambert Conformal Conic projection, Figure 5.17, whileHawaii has five zones based on the Transverse Mercatorprojection). Many GIS have details of SPCs alreadystored, so it is easy to transform between them and UTM,or latitude and longitude. The system was revised in 1983to accommodate the shift to the new North AmericanDatum (NAD83).

All US states have adopted their own specializedcoordinate systems for applications such assurveying that require very high accuracy.

Many other countries have adopted coordinate systemsof their own. For example, the UK uses a single projectionand coordinate system known as the National Grid that isbased on the Oblique Mercator projection (see Box 5.1)

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Figure 5.17 The five State Plane Coordinate zones of Texas. Note that the zone boundaries are defined by counties, rather thanparallels, for administrative simplicity (Reproduced by permission of Peter H. Dana)

and is marked on all topographic maps. Canada usesa uniform coordinate system based on the LambertConformal Conic projection, which has properties that areuseful at mid to high latitudes, for applications where themultiple zones of the UTM system would be problematic.

5.8 Measuring latitude, longitude,and elevation: GPS

The Global Positioning System and its analogs(GLONASS in Russia, and the proposed Galileo system inEurope) have revolutionized the measurement of position,for the first time making it possible for people toknow almost exactly where they are anywhere on thesurface of the Earth. Previously, positions had to beestablished by a complex system of relative and absolutemeasurements. If one was near a point whose position wasaccurately known (a survey monument, for example), thenposition could be established through a series of accuratemeasurements of distances and directions starting from themonument. But if no monuments existed, then positionhad to be established through absolute measurements.

Latitude is comparatively easy to measure, based on theelevation of the sun at its highest point (local noon), or onthe locations of the sun, moon, or fixed stars at preciselyknown times. But longitude requires an accurate methodof measuring time, and the lack of accurate clocks led tomassively incorrect beliefs about positions during earlynavigation. For example, Columbus and his contemporaryexplorers had no means of measuring longitude, andbelieved that the Earth was much smaller than it is,and that Asia was roughly as far west of Europe as thewidth of the Atlantic. The strength of this conviction isstill reflected in the term we use for the islands of theCaribbean (the West Indies) and the first rapids on the StLawrence in Canada (Lachine, or China). The fascinatingstory of the measurement of longitude is recounted byDava Sobel.

The GPS consists of a system of 24 satellites(plus some spares), each orbiting the Earth every 12hours on distinct orbits at a height of 20 200 km andtransmitting radio pulses at very precisely timed intervals.To determine position, a receiver must make precisecalculations from the signals, the known positions of thesatellites, and the velocity of light. Positioning in threedimensions (latitude, longitude, and elevation) requiresthat at least four satellites are above the horizon, andaccuracy depends on the number of such satellites andtheir positions (if elevation is not needed then only three

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(A)

(B)

FPOFPOFigure 5.18 A simple GPS can provide an essential aid to wayfinding when (A) hiking or (B) driving (Reproduced by permissionof David Parker, SPL, Photo Researchers)•• Q1

satellites need be above the horizon). Several differentversions of GPS exist, with distinct accuracies.

A simple GPS, such as one might buy in an electronicsstore for $100, or install as an optional addition to alaptop, cellphone, PDA (personal digital assistant, suchas a Palm Pilot or iPAQ), or vehicle (Figure 5.18), hasan accuracy within 10 m. This accuracy will degrade incities with tall buildings, or under trees, and GPS signalswill be lost entirely under bridges or indoors. DifferentialGPS (DGPS) combines GPS signals from satellites withcorrection signals received via radio or telephone frombase stations. Networks of such stations now exist,at precisely known locations, constantly broadcastingcorrections; corrections are computed by comparing eachknown location to its apparent location determined fromGPS. With DGPS correction, accuracies improve to 1 mor better. Even greater accuracies are possible usingvarious sophisticated techniques, or by remaining fixedand averaging measured locations over several hours.

GPS is very useful for recording ground controlpoints when building GIS databases, for locating objectsthat move (for example, combine harvesters, tanks, cars,and shipping containers), and for direct capture of thelocations of many types of fixed objects, such as utilityassets, buildings, geological deposits, and sample points.Other applications of GPS are discussed in Chapter 11 onDistributed GIS, and by Mark Monmonier (see Box 5.2).

Some care is needed in using GPS to measureelevation. First, accuracies are typically lower, and aposition determined to 10 m in the horizontal may be nobetter than plus or minus 50 m in the vertical. Second,a variety of reference elevations or vertical datums arein common use in different parts of the world and

by different agencies – for example, in the USA thetopographic and hydrographic definitions of the verticaldatum are significantly different.

5.9 Converting georeferences

GIS are particularly powerful tools for converting betweenprojections and coordinate systems, because these trans-formations can be expressed as numerical operations. Infact this ability was one of the most attractive featuresof early systems for handling digital geographic data,and drove many early applications. But other conversions,e.g., between placenames and geographic coordinates, aremuch more problematic. Yet they are essential operations.Almost everyone knows their mailing address, and canidentify travel destinations by name, but few are able tospecify these locations in coordinates, or to interact withgeographic information systems on that basis. GPS tech-nology is attractive precisely because it allows its userto determine his or her latitude and longitude, or UTMcoordinates, directly at the touch of a button.

Methods of converting between georeferences areimportant for:

■ converting lists of customer addresses to coordinatesfor mapping or analysis (the task known asgeocoding ; see Box 5.3);

■ combining datasets that use different systems ofgeoreferencing;

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Biographical Box 5.2

Mark Monmonier, Cartographer

Figure 5.19 Mark Monmonier,cartographer

Mark Monmonier (Figure 5.19) is Distinguished Professor of Geography inthe Maxwell School of Citizenship and Public Affairs at Syracuse University.He has published numerous papers on map design, automated map analysis,cartographic generalization, the history of cartography, statistical graphics,geographic demography, and mass communications. But he is best knownas author of a series of widely read books on major issues in cartography,including How to Lie with Maps (University of Chicago Press, 1991; 2ndedition, revised and expanded, 1996) and Rhumb Lines and Map Wars: ASocial History of the Mercator Projection (University of Chicago Press, 2004).

Commenting on the power of GPS, he writes:

One of the more revolutionary aspects of geospatial technology is theability to analyze maps without actually looking at one. Even more radicalis the ability to track humans or animals around the clock by integratinga GPS fix with spatial data describing political boundaries or the streetnetwork. Social scientists recognize this kind of constant surveillance as apanoptic gaze, named for the Panopticon, a hypothetical prison devised byJeremy Bentham, an eighteenth-century social reformer intrigued with knowledge and power. Benthamargued that inmates aware they could be watched secretly at any time by an unseen warden were easilycontrolled. Location tracking can achieve similar results without walls or shutters.

GPS-based tracking can be beneficial or harmful depending on your point of view. An accident victim wantsthe Emergency-911 dispatcher to know where to send help. A car rental firm wants to know which clientviolated the rental agreement by driving out of state. Parents want to know where their children are. Schoolprincipals want to know when a paroled pedophile is circling the playground. And the Orwellian thoughtpolice want to know where dissidents are gathering. Few geospatial technologies are as ambiguous andpotentially threatening as location tracking.

Merge GPS, GIS, and wireless telephony, and you have the location-based services (LBS) industry (Chapter11), useful for dispatching tow trucks, helping us find restaurants or gas stations, and letting a retailer, policedetective, or stalker know where we’ve been. Our locational history is not only marketable but potentiallyinvasive. How lawmakers respond to growing concern about location privacy (Figure 5.20) will determinewhether we control our locational history or society lets our locational history control us.

Figure 5.20 An early edition of Mark Monmonier’s government identification card. Today the ability to link such records to otherinformation about an individual’s whereabouts raises significant concerns about privacy

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Technical Box 5.3

Geocoding: conversion of street addresses to coordinates

Geocoding is the name commonly given to theprocess of converting street addresses to latitudeand longitude, or some similarly universalcoordinate system. It is very widely used as itallows any database containing addresses, suchas a company mailing list or a set of medicalrecords, to be input to a GIS and mapped.Geocoding requires a database containingrecords representing the geometry of streetsegments between consecutive intersections,and the address ranges on each side ofeach segment (a street centerline database,see Chapter 9). Addresses are geocoded byfinding the appropriate street segment record,and estimating a location based on linear

interpolation within the address range. Forexample, 950 West Broadway in Columbia,Missouri, USA, lies on the side of the segmentwhose address range runs from 900 to 998, or50/98 = 51.02% of the distance from the startof the segment to the end. The segment starts at92.3503 West longitude, 38.9519 North latitude,and ends at 92.3527 West, 38.9522 North.Simple arithmetic gives the address locationas 92.3515 West, 38.9521 North. Four decimalplaces suggests an accuracy of about 10 m, butthe estimate depends also on the accuracy ofthe assumption that addresses are uniformlyspaced, and on the accuracy of the streetcenterline database.

■ converting to projections that have desirableproperties for analysis, e.g., no distortion of area;

■ searching the Internet or other distributed dataresources for data about specific locations;

■ positioning GIS map displays by recentering them onplaces of interest that are known by name (these lasttwo are sometimes called locator services).

The oldest method of converting georeferences isthe gazetteer, the name commonly given to the indexin an atlas that relates placenames to latitude andlongitude, and to relevant pages in the atlas whereinformation about that place can be found. In thisform the gazetteer is a useful locator service, but itworks only in one direction as a conversion betweengeoreferences (from placename to latitude and longitude).Gazetteers have evolved substantially in the digital era,and it is now possible to obtain large databases ofplacenames and associated coordinates and to accessservices that allow such databases to be queried over theInternet (e.g., the Alexandria Digital Library gazetteer,www.alexandria.ucsb.edu; the US Geographic NamesInformation System, geonames.usgs.gov).

5.10 Summary

This chapter has looked in detail at the complex ways inwhich humans refer to specific locations on the planet,

and how they measure locations. Any form of geographicinformation must involve some kind of georeference, andso it is important to understand the common methods,and their advantages and disadvantages. Many of thebenefits of GIS rely on accurate georeferencing – theability to link different items of information togetherthrough common geographic location; the ability tomeasure distances and areas on the Earth’s surface, and toperform more complex forms of analysis; and the abilityto communicate geographic information in forms that canbe understood by others.

Georeferencing began in early societies, to dealwith the need to describe locations. As humanity hasprogressed, we have found it more and more neces-sary to describe locations accurately, and over wider andwider domains, so that today our methods of georef-erencing are able to locate phenomena unambiguouslyand to high accuracy anywhere on the Earth’s sur-face. Today, with modern methods of measurement, itis possible to direct another person to a point on theother side of the Earth to an accuracy of a few cen-timeters, and this level of accuracy and referencing isachieved regularly in such areas as geophysics and civilengineering.

But georeferences can never be perfectly accurate,and it is always important to know something aboutspatial resolution. Questions of measurement accuracyare discussed at length in Chapter 6, together withtechniques for representation of phenomena that areinherently fuzzy, such that it is impossible to say withcertainty whether a given point is inside or outside thegeoreference.

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Questions for further study

1. Visit your local map library, and determine: (1) theprojections and datums used by selected maps;(2) the coordinates of your house in several commongeoreferencing systems.

2. Summarize the arguments for and against a singleglobal figure of the Earth, such as WGS84.

3. How would you go about identifying the projectionused by a common map source, such as the weathermaps shown by a TV station or in a newspaper?

4. Chapter 14 discusses various forms of measurementin GIS. Review each of those methods, and the issuesinvolved in performing analysis on databases that usedifferent map projections. Identify the mapprojections that would be best for measurement of(1) area, (2) length, (3) shape.

Further readingBugayevskiy L.M. and Snyder J.P. 1995 Map Projec-

tions: A Reference Manual. London: Taylor andFrancis.

Kennedy M. 1996 The Global Positioning System andGIS: An Introduction. Chelsea, Michigan: Ann ArborPress.

Maling D.H. 1992 Coordinate Systems and Map Projec-tions (2nd edn). Oxford: Pergamon.

Sobel D. 1995 Longitude: The True Story of a LoneGenius Who Solved the Greatest Scientific Problem ofHis Time. New York: Walker.

Snyder J.P. 1997 Flattening the Earth: Two ThousandYears of Map Projections. Chicago: University ofChicago Press.

Steede-Terry K. 2000 Integrating GIS and the GlobalPositioning System. Redlands, CA: ESRI Press.

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Queries in Chapter 5

Q1. In the author correction markups for figure 5.18,it is mentioned as ”Use Wiley Archive 111108 forpart a & 111100 for part b. We have not receivedthese figures. Please send us the these two files fromArchive.