will peasants map
TRANSCRIPT
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WillPeasantsMap?Hyperlinks,MapMashups,andtheFutureofInformation
JeremyW.Crampton
[Chapterfrom:TheHyperlinkedSociety:QuestioningConnectionsintheDigitalAge
JosephTurowandLokmanTsui,Editors]
Inthisessay,Iexaminethechangingdynamicsofhowmapsandinformationareinterlinked.Iarguethatformostofitshistory,mappinghasbeenthepracticeofpowerfulelitesthesovereignmap.[1]Nationstates,governments,thewealthy,andthepowerfulalldominatedtheproductionofmaps,andknowledgeoftheworld
emanatedfromtheelitesforthebenefitoftheelites.[2]Thishistoryisnowbeingchallengedbytheemergenceofanew,populistcartography,inwhich,throughnewformsoflinking,thepublicisgainingaccesstothemeansofproducingmaps.
Thisiscertainlynotanisolateddevelopment.Itispartofalargermovementofcounterknowledgesthatareoccurringinthefaceofeverincreasingcorporatizationofinformation,suchastheconsolidationofthenewsmediaintothehandsofafewglobalmultinationalsandtheirdominancebyfairlynarrowinterests.TheInternetandWeb,blogs,andthenetroots(onlinepoliticalactivism)areallreasonsforthispeoplepoweredcontrolofinformation.[3]3Inthisessay,Ifocusonsomeoftheexcitingnewdevelopmentsthatcanhelpcreate,visualize,anddisseminate
geographicalinformation.Ialsonoteanumberofobstaclesthatimpedewidespreaddisseminationofthesetools.
PopularversusPopulistCartography
Mapsareapowerfulwayofknowingabouttheworldandhavealwaysinvolvedlinkingcertaintypesofinformationtospatialrepresentationsofthatinformation.Evidenceofmapusedatesbacktoearliesthistoricaltimes(Greece,Rome,andMesopotamia).Mappopularityhasfluctuated:atcertaintimes,thepublichasembracedmaps;atothertimes,mapswereonlymadeduetonewgeographicaldiscoveriesandtechnologies,withoutexplicitdemandbythepublic.However,ifwelookattheseoccasions,theyallsharesomethingincommon;theywerepopularbut
notpopulist
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events.Inpopularmapping,thecontrolofgeographicalinformationremainsinthehandsofanelite.Inpopulistmapping,bycontrast,thepublicnotonlyhasaccesstomapsasanendproductbutcancontrolthemeansofproductionofmaps.Thispopulistprojectisatrulyradicalhistoricaldeparturethathasthepotentialto
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changethefutureofinformation.Itfacessomedifficultchallengesandobstacles,whichIshalldiscuss.
HistoricalExamplesofPopularMapping
Duringthesixteenthcentury,asnewterritorieswerebeingexplored,anexplosion
ofnewmapsbecameavailablefromthebigEuropeancartographicpublishinghouses,suchasOrtelius.ThemapoftheworldproducedbyPtolemyinthefirstcenturyADwasrediscoveredandrepublishedinthemidfifteenthcenturywithverylittlemodification.TheBehaimGlobeof1492(theoldestsurvivingglobe)wasindicativeofknowledgeatthetimeinthatitobviouslyomittedtheAmericasbutalsopushedAsiaeastwardby1500miles,makingitfarmorereachablefromEurope.ItisthoughtthatthismistakeconfirmedColumbusinhisenterpriseoftheIndies.IfColumbusdidnotseethatglobe,hewouldbefamiliarwithitsgeneralcontentasanavigatorhimself(andonewhohadabrotherinthemapmakingtrade),fromworldmapsandmapsofportsalongthecoast(knownasportolancharts).
SubsequenttotheColumbianencounter,[4]however,informationaboutfarflungterritoriesandcontinentscameinthickandfast,andpublishersviedwitheachothertoproducethemostuptodatemaps.JuandeLaCosa,whosailedwithColumbus,wasthefirstEuropeantomaptheAmericancontinent(1500),whileMartinWaldseemllersmapof1507(recentlypurchasedbytheLibraryofCongressfortenmilliondollars)wasthefirsttonameit.TheFlemishcartographerMercatorinventedhiseponymousprojectionin1569,stillinuseinclassroomstoday.ThesixteenthcenturyalsosawAbrahamOrteliusissuethefirstmodernatlas,theTheatrumOrbisTerrarum(TheateroftheWorld)bycombiningmapsintobookformin1570.ItwasMercator,however,whocoinedthewordatlas(forhiscollectionin1595).JohnSmithsmapofVirginiaof1608isalsowellknownand
includesadrawingofChiefPowhatan,fatherofPocahontas.Astheseselectedexamplestestify,theimportanceandnumberofmapsandcartographicpublicationsduringthisperiodcannotbeunderestimated,andtheywereembracedbythepublic.Everyeducatedpersonconsideredtheirlibraryincompletewithoutatlasesandmaps.
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Adifferentkindofpopularmappingemergedduringthenineteenthcentury.Inthiscase,thenewknowledgeswerenotofterritoriesbutofscience.Manytypesofthematicmapsthatthendevelopedsuchasproportionalsymbol,dot
distribution,choropleth,andisolinemapsformthebasisoftodaysmappingandGISsoftware.[5]JohnSnow,forexample,consideredtodaytobethefatherofepidemiologyandakeenexponentofthegeographicalnatureofdisease,isfamousinbothgeographyandpublichealthforhisworkthatusedmappingtoanalyzethecholeraepidemic.[6]Snowsmapidentifiedtheverywaterpumpthatwasthesourceofthecholerainfectedwater.Thiswasafullthreedecadesbeforethegermtheoryofdiseasewasacceptedinthe1880s.
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Withtheriseofindustrializationandurbanization,themodernstatemappedoutahostofproblematicsubjects:crime,education,divorce,birthrates,education,poverty,disease,thedistributionoflanguages,andnewimmigrants.Allthesetopicsreceivedtreatmentatthehandsofthecenturyspoliticalscientists,protodemographers,geographers,andgovernments.EvenFlorenceNightingale
useddatagraphicstoconvinceskepticalBritishofficialsthatdirtanddiseasekilledmorementhanfightingdid.
Manyofthesemapswerepublishedinanewkindofatlas,thestatisticalatlas.Itmappednotterritorybut,rather,thenationshumanresources.Basedonthecensus,itwasaimednotjustatofficialsbutattheeducatedpublic.ThefirstAmericanstatisticalatlaswasprintedinsufficientnumbersforboththepublicandlibrariestopurchaseit.[7]Neweditionswereissuedeverytenyearsintimewiththecensus.
Butinterestinknowledgeofplaceshadnotdisappeared;inlinewiththenewscientificknowledges,itwasorientedinward,atthehometerritory.AsSchultendescribesinherfineaccountoftheRandMcNallymappingcompany,[8]inAmerica,atleast,thecontinentwasstillrelativelyunexplored.BythetimetheclosingoftheAmericanfrontiertookplacein1893,[9]mapswererequiredfortheemergingautomobileindustry.[10]TheAmericanGeographicalSociety(AGS),foundedin1851,andtheNationalGeographicSociety(NGS)alsoprovidedthepublicwithprodigiousquantitiesofnewmapsandexplorersaccounts.Thesewerepopularwiththepublic,ifnotamongmoreseriousmindedacademics.[11]
Theworldwarsofthetwentiethcenturyalsostimulatedarenewedpublicappetiteformaps.DuringWorldWarII,manyAmericansfollowedtheprogressofthewaronwallmaps,anactivityencouragedbyPresidentRoosevelthimself.Suchpopular
outletsasFortuneandtheLosAngelesTimespublishedincrediblenewmapsbyRichardEdesHarrison
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andCharlesOwenssuitedtotheairage,featuringviewsoverthepolaricecapsandperspectivesofEuropeasseenfromMoscow.[12]Thewaritselfwasnotshortonpropagandamaps,oftendroppedinthethousandsfromtheairoverenemyterritory.
Countermapping
Theprecedingexamplesdemonstratethatthepopularityofmappinghaswaxedandwanedhistoricallyinconjunctionwithnewdemandsformapsornewopportunitiesformaps.Noticeably,mappopularityisassociatedwiththeproductionanddisseminationofnewknowledgebyelites(thestate,thewealthy).Asmapsaredeeplyculturalphenomena,thisgeographicalknowledgedoesnotexistinasocioculturalvacuum.Mapmakersshareatopdownapproach;informationisdisseminatedfromacadreofcartographicexpertstoalargelyignorantpublic.Thispublichasnocontroloverwhatinformationisprovided,whenitisprovidedorin
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whatform,howmuchitcoststoaccessit,whocanaccessit,thepossibilityofchallengingthisinformationandgettingotherinformation,andsoon;thatis,thesystemwasprofoundlyundemocratic.
Thefactthatthedistributionandcirculationofgeographicinformationwasconstrainedinthiswayshouldnotsurpriseus.Thecontrolofinformationandknowledgeforthebenefitofapoliticalelitehasbeenahallmarkofinformationforaslongastherehasbeeninformation,aswritersonpublicopinionhavelongpointedout.[13]Nevertheless,paralleltothiscontrolhasbeenacurrentofoppositionandcritique,whichincartographytakestheformofcountermapping.
Theideaofcountermappingistoreversepowerasymmetries.Mapscanbecreatedbysmallgroups,communities,andevenindividualstoachievegoalsnototherwisepossible.TheycanbeusedbythoseindevelopingcountriestoworkagainstdominantWesterninformation.Theyarecountertotheprevailingstructuresofpower,especiallythosedeployedbythestate.Forexample,countermappinghasbeenusedinconservationtoshowthatthewaysomeareasaremappedaffectstheirstatusasprotectedareas.[14]SomespacesthatincludeindigenouspeoplewithnonWesternculturesmightbeconstruedasuninhabitedandacandidateforenvironmentalprotectioninwaysthatwoulddisrupttheirlivesorignorelocalknowledges.Whilebiodiversityandspecieslossarecriticalecologicalfactors,thesimpleprotectionofareascanalsobemerelyanextensionofstatecontroltotheexclusionoflocalactors.Countermapping
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canbeemployedtogivevoicetotheseactors,whethertheyareinEastAfricaorimpoverishedAmericanurbanneighborhoods.
Indeed,oneoftheearliestexamplesofcountermapping(althoughnotermyetdescribedit)wasperformedduringthe1960sbytheradicalgeographerBillBungeinurbanareas,suchasDetroit.[15]Bungesmapswereproducedwithgroupsintheinnercitystrugglingforcivilrightsandsafeneighborhoods.Onefamousexamplemappedoutratbitesonneighborhoodchildren;anothershowedclusterswherechildrenhadbeenhitbycars.
Countermappingoftenemploystheverytoolsthathavepreviouslybeenusedtoassertdominantpowerrelations.Forexample,incommunityGIS(sometimesknownasparticipatoryGIS,orPGIS),localcommunitiesmayusecheaporWebbasedGIStoolstomapoutneighborhoodresources(e.g.,communitycenters,parks,andopenspaces)toresistdevelopment.PGISisagrassrootsphenomenonwiththegoalofempoweringtraditionallydisempoweredgroups.Maporbemappedmightbeitsmotto.
Countermappingisanattempttocreatemapsbasedondifferentkindsofknowledgethatexplicitlyembraceapolitical,partisanpointofview.Countermappersclaimthatallmapshavesuchpointsofview.Mapsarenotmirrorsofnaturethatreflect
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knowledgebutsitesofknowledgeproduction.Knowledgeiscreatednotinisolationbutinconditionsthatprivilegesomeknowledgeoverothers.
Theseideashaveproventobeveryinfluentialinunderstandingspatialrepresentations,andtheyparallelresearchinotherareas,suchasspatialcognition.Forexample,childrenappeartogothroughaprocessofunderstandingspatialrelationsasacreativeprocess.Astwoleadinginvestigatorssuccinctlyputit,mapsarecreativestatementsabouttheworld,notmerelydegradedversionsofit.[16]SarahElwood,aleadingresearcherofPGIS,hasarguedthattheconditionsofspatialknowledgeproductionarepolitical.[17]ThisdoesnotmeanthatmapsandGISarebiased;itmeansthatknowledgeisproducedunderconditionsofpower.HereweareclosetoawellknownideaintheworkofMichelFoucault,thatofpowerknowledge.Foucaultsaidthatknowledgesareusuallyproducedundercertainconditionsofpowerandthatsomeknowledgesareprivilegedwhileothersaresubjugated.Forexample,hespeaksofawholeseriesofknowledgesthathavebeendisqualifiedasnonconceptualknowledges,asinsufficientlyelaborated
knowledges,knowledgesthatarebelowtherequiredleveloferuditionorscientificity.[18]
Relevantforourpurposeshereisthatsometimescounterknowledges
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canemergeandprovidethebasisforacritiqueoftheprevailingwayofdoingthings,likenedbyFoucaulttoaninsurrectionfrombelow.[19]Themostobviousparalleltothisinsurrectionarethenetroots,atermcoinedin2002byJeromeArmstrongtodescribetheonlinegrassrootspoliticalcommunity.Armstronghasstatedthathewasattractedtothewholenetrootstograssrootstypeofpoliticalactivismthatthe
Internetenabled.[20]ArmstrongandMarkosZnigawrotethattheywerecrashingthegateofestablishmentpolitics.[21]
Thenetrootshassomeinterestingparallelstocountermapping.Itisorganizedfromthebottomupanddistributesmessagesthroughblogsandothersocialnetworks.
Theprincipalvalueoftheblogosphereisthatitdemocratizesourpoliticaldiscoursealmostcompletely.Anyonecanbecomeapundit,findanaudience,reportfacts,createacommunityoflikemindedcitizensandactivists,andinfluencethepublicdiscourseallwithouthavingtomoldoneselfintowhatisdemandedbytheWashingtonPostandwithouthavingtocareaboutpleasingtheeditorsofTimemagazine.[22]
Todemocratizediscoursemeaningfullyinthecaseofmappingrequirestoolsthatareaccessibletoasmanypeopleaspossible,theknowledgetousethosetools,accesstorelevantdata,andtheabilitytoanalyzeanddisplaythatdataonmaps.Inthenextsection,Idiscussthedevelopmentofthesetoolsandwhattheymeanforthefutureofgeographicalinformation.
TheDemocratizationofCartography
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Itturnsoutthatwhenwetalkabouttheworldsinformation,wemeangeographytoo.
Google
Upuntilthe1980s,ithadalwaysbeenassumedthatmapswereessentiallydevices
thatcommunicatedinformationthathadbeengatheredandprocessedbytheexpertcartographer.Asthehistoricalexamplespreviouslycitedtestify,thishadbeenthecaseforhundredsofyears.Thecraftofcartographyhadaguildlikestatus,requiringyearsoftrainingandthemasteryofspecializedtechniques.TheseideasabouthowmapsworkedwereformalizedinthepostwaryearsbyArthurRobinson,aprofessorof
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geographyattheUniversityofWisconsinMadison.RobinsonprovidedtheconceptualapparatusofwhatlaterbecameknownastheMapCommunication
Model(MCM),whichexplainsmappingasaprocessofcommunicatinginformationfromthemapexpertorcartographertothemapreader.Theinformationisacquired,marshaled,andselectedbythemapexpertandsetdownonthemap.
Itisaverytopdownmodel.Forexample,thecartographerexpertmightacquireinformationonthedistributionofcropsacrosstheMidwest,selectandarrangetheinformation(e.g.,intocategoriesofdifferentcroptypes),andthensymbolizeitcartographically(e.g.,asadotdistributionmap).Themapreadernovicethenabsorbstheinformation.
However,therewereproblemswiththismodel.Cartographershadnowaytodecidehowtopresenttheinformationoreveniftheirmapswerebeingunderstood.Robinsonsinsightcameinpayingattentionnotonlytothewaytheinformationwaslaidout(symbolized)onthemapbuttotheabilitiesofthemapreadertoabsorbit.Hiskeystoneworkissuedacallforresearchintothephysiologicalandpsychologicaleffectsofmapdesign.[23]
Thisideawasbasedonthatofoneofthemostinfluentialscientistsofthetwentiethcentury,ClaudeShannon.Shannonistheprogenitorofcommunication(orinformation)theory.[24]Thistheoryisattheheartofourdigitaldevices,suchascomputers.Shannonrecognizedthatinformationwascountable.Usinghismethods,itbecamepossibletocountthemaximumamountofinformationthatitwaspossibletotransmitthroughaparticularchannel,[25]suchasamap.Shannon
showedthatcommunicationcouldbeimprovedifthesignal(theinformation)wasmaximizedandthenoise(theunwarranteddistortionsorerrors)couldbeminimized.Thissignaltonoiseratio(SNR)isstillusedtodayininformationtheorytomeasurethequalityofacommunication.Usingcommunicationtheory,Robinsonclearedthewayforthedevelopmentofthemapcommunicationmodelinthelate1960s.By1972,thismodelwasfirmlyestablishedinthediscipline,withtheInternationalCartographyAssociation(ICA)establishingthetheoryofcartographiccommunicationasoneofitstermsofreference.[26]
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Bythe1980s,however,therewereanumberofpressuresonthisaccountofmapping.Foronething,publiccontrolofinformationbecamemorepossiblewiththearrivalofinexpensivedesktopcomputersandthefirstmappingsoftware.Mappingprogramshadbeenaroundsincethe1960sandwerelatertoproveveryinfluential.TheHarvardLaboratoryforComputerGraphics,forexample,nurtured
earlydevelopmentsin
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GIS.[27]Buttheywerecumbersome,limitedtoexpensiveequipment,andrequiredsophisticatedprogrammingskills.Theywerealsoverycrudeinappearance.Bythe1980sandtheadventoftheAppleMacintosh(aplatformquicklyembracedinthegraphicdesign,publishing,architecture,andcartographiccommunities),anewformofmappingdesktopcartographywaspossible.
Asagraduatestudent,IcanstillrememberthethrillofthosefirstMacs.Thedepartmenttaughtcartographytheoldway(darkroom,camera,andphotographic
chemicals)untilthelate1980s.Studentswereexpectedtobuyinkpensandmasterfreeformdrawingonmylarastheyhaddonefordecadesinhis1948cartographyguide,Raiszhadincludedachapteronhowtoavoidsmudgingyourink.[28]Nowonecouldguaranteeastraightlineofconstantwidthwithaflashofthemouse.
Cartographersquicklyrealizedthatthesenewtoolsaffordednewmappingpossibilities.Atthetime,scientistswereworkingonscientificvisualization,asetofapproachesforvisualizingscientificdata.Ingeography,thisbecameknownasgeovisualization.[29]Typically,visualsareofsecondaryimportanceinscienceorareonlyusedtocommunicatefindingstheknowns.Bythelate1980s,scientistsandcartographersrealizedthatvisualizationcouldbearesearchtooltoexplore
datatofindhiddenpatterns.Theseexploratorytoolsfocusedondiscoveringtheunknownsinadataset.Today,theGISbusinessisbelievedtogenerateanywherefromfourtotenbilliondollarsayear,[30]andthegeospatialglobalbusinessispossiblyaslargeasfiftybilliondollarsayear.
Verylargedatasets,suchassatelliteimageryofdeforestation,couldnowbeinteractivelydataminedforsignificantpatternswithoutrequiringpriorknowledgeofthesituation.Thepowerofthevisualgraphicswasthattheycoulddisplayhugeamountsofdataatonce.TodaysGoogleEarth(GE)isanoffshootofthisworkitprovidesavisualizationoftheearthwithwhichtheusercaninteractinanynumberofways(zoomingscale,addingorsubtractingdatalayers,measuring
distances,calculatingdirections,etc.).Bothdesktopmappingandvisualizationmovedtheproductionofmappingfromthehandsoftheeliteintothoseofthepublic.MarkHarrower,aleadingproponentofpopulistcartography,hasobserved:
Oneofthethemesofmyprofessionrightnowisthedemocratizationofcartography.Mappingusedtobeajoboftheelite,theRandMcNallysandNationalGeographicsoftheworld.Nowpeoplearetakingituponthemselvestomaptheirpassions.[31]
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Inotherwords,desktopmappingandgeovisualizationprovidedthebeginningsofnewformsofpeoplesmapping.ButthetruedemocratizationofcartographywouldonlyarrivewiththeadventofnewadvancesinWebtechnology,oftenreferredtoasWeb2.0functionality,suchasmassivelydistributedandhyperlinkeddatasets,mashups,andcustomizableopensourcetools.Thesetoolsareprofoundlydifferentfromtheirprecursorsbecausetheyallowcollaborativelylinkedmappings.
PopulistMappingApplications:Web2.0andWeb-BasedMapping
GoogleEarth
WiththereleaseofGoogleEarthinthesummerof2005,itbecameapparentthattherewasatremendouspublicappetiteforvisualizinggeographicinformation.GEliketoolshadexistedinscientificGISforsomeyears(andVicePresidentAlGorehadoutlinedanearlyvisionofdigitalearthin1998),[32]butGooglespopularity
wasfargreater.ThekeytoGooglessuccesslayinprovidingopenaccesstoGoogleMaps,knownasanapplicationprogramminginterface(API).UsingthisAPI,membersofthepubliccouldhack(i.e.,modify)thesemapsandlinkthemupwiththeirowndata.[33]Theresultsareknownasmapmashups.
GoogleEarthisadatavisualizationtoolitdoesnotperformanalysis,runmodels,ormanipulatedata(createbuffers,mergeonelayerwithanother,etc.).Itprovidesrealisticimageryand3Dpicturesratherthantheabstractcartographicsymbolizationoftraditionalmapping.Despitetheseaspectsor,rather,becauseofthemGoogleEarthiseasytounderstandandisnaturallooking(althoughnoviewfromspacewouldeverlooklikeGE).
GoogleEarthandothermapopenaccessAPIsarehighlycollaborativeandprovidefertilegroundforotherdatatobelinkedandgeographicallyvisualized.Forexample,GoogleEarthnowsweepsthroughWikipediaandautomaticallymakesmapsofplacesmentionedinthearticles(throughPlaceopedia).GooglehascreatedafeaturethatmapsalltheplacesmentionedinbooksandputsthemintoaGooglemapmashup.Thesemapsgiveyouachancetoseenotonlyhowplatial(howrichingeographicalreference)butalsohowconcentratedordistributedthebookis.Wheredoesthebookfocus?IsitWesternized?IsitorientedtoEuropeandNorthAmerica?Onecouldalsocomparethemapsfromtwo
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differentbooksonthesametopic(e.g.,thespreadofadisease,likeHIVorSARS)toseeiftheytelldifferentstories.
GooglehasalsoimplementedalayerofinformationcalledtheGeographicWeb,inwhichpeoplecanannotatetheearthwiththeirphotographsorplacedescriptions.AswiththeWikipediaproject,Googleseemstohaverealizedaprojectthatworks
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becauseofusercollaborationandcontributionsdatanowcomefromthebottomupratherthanfromthetopdown.
CensusBureauData
Everytenyears,theUnitedStatescollectsreamsofdataaboutitspopulationand
theplacespeoplelive.Additionaldataiscollectedonanannualbasis.Allsortsoftopicscanbemapped,includingincome,race,age,gender,ethnicity,andoccupation.ThecensusisprobablythemostimportantsinglesourceofsociodemographicdataaboutAmericatoday,anditsfindingsinformpolicyanalysisanddecisionmakingofallkinds.AllthisdatacanbemappedifyouknowhowtonavigatetheCensusBureauslabyrinthinedatabases.
ThebureauoffersanonlinemappingtoolcalledtheAmericanFactFinder,whichisusefulforaninitialvisualizationofthedata.Thedisplayisquitesmallhowever.MostserioususersdownloadtherawdatasetsandprocessthemwithGIS.Bothoftheseapproachesrestrictusageofthedata.Recently,adifferentapproachwas
developedthatallowsuserstointeractivelydisplaycensusdatawithouthavingtohaveGISexpertise.Thetoolstodothisaredistributedacrossthenetwork,thusprovidingaccessformanymorepeoplethanifitweredesktopbased.ThisistheSocialExplorerproject,basedatQueensCollegeattheCityUniversityofNewYork,inassociationwiththeNewYorkTimes.SocialExplorerprovidesaneasytouseinterfacetohugequantitiesofcomplexcensusdatadatingbackasfaras1940.
PoliticalApplications
Republicansstillcontrolthemaps.
ChrisBowers,MyDD.com
Thereisnowsomeintriguingmappingevidencethatsuggeststhataccessto,controlof,anddisseminationofgeospatialinformationischanging
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politicalparticipation.[34]Whilemuchpoliticaldiscussionoccursinthetraditional,ormainstream,media,muchisnowalsoheldintheemergingarenaofblogs.Blogsnowconstituteasignificantandnoteworthycomponentintodayspoliticallandscape.Blogsandonlinepoliticalactivism(thenetroots)nowplayimportantrolesincampaignsforgettingoutthevote(GOTV)andgettingoutthedollar
(especiallyinonlinefundraising).Sincethe2004electionsandthesuccessofHowardDeanandsuchorganizationsasMoveOn.org,theintersectionofnetrootsandpoliticshasonlybecomestronger.
WorkingalongsideandofteninconjunctionwiththenetrootsarearangeofmappingandGIStoolsnowavailableforthepublic.Thesetoolsoftenrelyonmakinglinkagesbetweendifferentkindsofthings:forexample,betweendifferentsourcesofdata(e.g.,betweenGoogleMapsandtheU.S.CensusBureauortheFederal
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ElectionCommission)andbetweendifferentsoftwareprograms(e.g.,betweenGISandGoogleEarth).Theselinkages,effectedthroughopensourcesoftwareandAPIs,markapotentiallynewphaseofpoliticalactivismandcollaborationcharacterizedbymoredemocraticaccess,control,andproductionofinformationandknowledge;amorelocalmicropolitics;andpotentiallyawaytobreaktheholdof
establishmentbigmoneyincumbents.
Forexample,theFairDataWebsiteprovidescommunitybasedinteractivemapsforthewholenationdowntolevelofprecinctsandcensusblockgroups.[35]ThesedataarelinkedtoopensourcemappingAPIs,suchasGoogleMaps,forvisualdisplay.Userscanpanandzoomacrossthemapsanddisplaydifferentlayersofinformation(thesiteusesasophisticatedonlineGISasabackendtotheWebpages).ForaGOTVeffort,communityorganizerscancreatemapsofthenumberofnonvotersbyprecinct.InthemapofPhiladelphiainfigure1,thevotingturnoutisshownforeachprecinct,allowingtheGOTVteamtotargetnonvotingneighborhoods.
Themapshowsthatturnoutvariedquiteconsiderablyacrossthecityandwasbelow40percentinmanyareas.TheseareascanthenbetargetedbytheGOTVeffort.Themapscanalsoshowindividualhouseholdsthatdidnotvoteforevenmoretargetedefforts.AsfarasIamaware,thesearethefirsttoolsavailabletothepublicthatwerepreviouslyonlycompiledbypoliticalpartiesinsecretpoliticalprecinctmaps.
Dothesetoolsbythemselvesmeanthatthepoliticallandscapeisnowmoredemocratic?Notnecessarily.Foucaultsreminder(mentionedearlier)aboutpowerandknowledgeisnowheremoresalientthanintherelationship
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Fig.1.
PercentageturnoutinaPhiladelphianeighborhoodbyvotingprecinct,comparedwithraceandethnicity.(Fromwww.fairdata2000.com.)
betweenthemilitaryanddigitalmappingandgeovisualization.ThesizeofthemilitaryinvestmentinGIS,suchasthegeospatialintelligence(GEOINT)community,isnotknownbutwasformallyrecognizedinthecreationofthefederalNational
GeospatialIntelligenceAgency(NGA)in2004,andthemilitarysdoctrineonGEOINThasbeendescribedinrecentreports.[36]BecauseGIShashistoricallybeenlargelyassociatedwithgovernmentandindustry(e.g.,theGEOINT2006symposiumwaskeynotedbythedirectorofnationalintelligence,JohnNegroponte),therearemanywhoviewGISasbeingjustanothermechanismofgovernmentcontrolandsurveillance.[37]
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Picklesarguesthatmanyofthenewmappingcapabilitiesarewonderful.
Theyprovidemorepowerfultoolsforlocalplanningagencies,excitingpossibilitiesfordatacoordination,accessandexchange,andpermitmoreefficientallocationofresources,andamoreopenrationaldecisionmakingprocess.[38]
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Yetheconcedesthatthesesystemsaretakingplaceinalargercontextofeconomicproductionandacultureofmilitaryandsecuritypractices.[39]TrevorPaglen,ageographeratBerkeley,hasinvestigatedmanyofthesehiddengeographiesandevenprovidedamapmashupoftheCIAsextraordinaryrenditionflights.[40]
Open-SourceAccesstoGeospatialData
Thedevelopmentofopensourcedataandtoolsisveryattractivetothosewhoseektoavoidpoliticalandculturalassociationsandretaincontroloverthemaps.Forexample,MicrosoftoffersMapCruncher,atechnologythatallowsanyonetomaketheirownmapmashupinabouttenminutes.NASAoffersaglobalmapprojectoryoucantakeanymapandprojectitautomatically.Onelistinggivesover230ongoingopensourceGISprojects(http://opensourcegis.org/).
Oneobstaclefacedbytheopensourcemappingcommunityisthatmanymapdatalayersareprotectedbycopyright,especiallyintheUnitedKingdom(theUnitedStatesdoesnotcopyrightfederaldata).ThenationalmappingorganizationoftheUnitedKingdom,theOrdnanceSurvey,canregulatethesedatathroughlicenses.Inresponse,theOpenStreetMapisawikibasedcollaborativemappingprojecttocreatemappingcoveragesthatarecopyrightfree(undertheCreativeCommonslicense).
ParticipantsintheOpenStreetMapprojecttakeGPSsystemswiththemwherevertheygoandthenuploadtherecordedroutesintothesystem.Inthebeginning,partsoftheprojectwerebasedonoldcopyrightexpiredmaps.OtheruserswhodonothaveGPScaneditorannotatetheuploadedmaps.(AcouriercompanyinLondonhasalsoprovidedtracksofvirtuallyallLondonroads.)Formoreinaccessibleareas,suchasBaghdad,theprojecthasmadeanagreementwithYahootouseitsaerialimagery.Thiswillprovidedigitizedmaplayersofallfeatures(roads,rivers,railroads,parks,etc.),whichcanbeusedinmanydifferentapplicationsforexample,thedatacanbeexportedtoGoogleEarthforwideviewinganddistribution.
Aslippymap,intheGoogleMapsstyle,allowsuserstobrowseacrossthemapandzoominandouttospecificcities.Thelevelofdetailisatnearprofessionallevels,whichposestherealchallengeoftheseprojects:willtheyprovidecompetitionforthetraditionaltopdownprovidersofgeospatialinformation?Itatleastseemslikelythatopensourcemappingwillprovideaparallelalternativesetofpubliclyavailable
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data,butitdoesnotseemlikelythattheywillreplacetraditionaldataproviders.
Anotherobstacleisthatdataproviderssometimescurtailorsuppressdatathattheyhave.ThemostwellknowninstanceofthisinvolvesGooglesimageryofIndia,China,andKorea.Inthesecountries,Googlehasagreedtodegradethequalityofimageryforcertainmilitarysites.(Othercountries,suchasIndonesia,havedeclinedtomakethisrequest,statingthatthereducedqualitywouldsimplyindicatewheresuchsitesarelocated.)ThesensitivityofthispracticewasillustratedwhenquestionswereaskedintheU.S.CongressaboutGooglesprovisionofimageryratherclosertotheUnitedStates.[41]GooglerevealedthatinSeptember2006,theyhadreplacednewerimageryofthedevastatedcityofNewOrleanswithpreKatrinaimagery.Googlerespondedthattheycontinuedtoprovidethenewerimagery(whichisactuallylowerquality)onaspecialWebsite.However,Googlesalterationstoimagery,sometimesattherequestofforeigngovernments,raisesquestionsaboutthefutureofinformationsupply.
CommunityandParticipatoryMapping
Whengroupsofpeoplecometogethertoaddressaproblem,theycanleverageeconomiesofscale.Thinkoftheonlinesocialnetworkingcommunities,suchasdel.icio.us,Diggit,andSlashdot.Inmapping,thisleveraginghasoftentakentheformofcommunityorparticipatorymapping,whichIalreadydiscussedinthecontextofcountermapping.[42]
ScientificApplicationsofMapMashups
Scientistsarenowusingcollaborativemappingtoolstovisualizeandbringtolightspatialpatternsofthingsasdiverseasbirdmigrationpatternsorthespreadofthe
SARSvirusandtodemonstratehowloggingwillaffectdownstreamcommunities.[43]Aswehaveseen,opensourcegeospatialAPIs,suchasGoogleEarthandYahooMaps,arepopularandpowerfultools.Thispointhasnotbeenlostonscientists,whoareincreasinglyturningtothesetoolsinordertovisualizeandcommunicatedata.Forexample,DeclanButler,aseniorreporteratNature,regularlypostsKMZ(GoogleEarth)filesinarticlesshowingtheoccurrenceofavianinfluenzaA(H5N1)andotherpublichealthissues.
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AnotherfascinatingapplicationhasbeenproducedbytheAmericanAssociationfortheAdvancementofScience(AAAS)aspartofitsScienceandHumanRights
Program.TheGeospatialTechnologiesandHumanRights(GaTHR)Projectuseshighresolutionglobalsatelliteimagerytoexamineareasoftheworldthatareotherwiseimpossibletoaccess,suchasDarfurinSudan.In2004,thisimageryconfirmedtheextentofethniccleansinginthisarea,anditisnowavailableasGElayers.TheAAASsays:
TheQuickBirdimageryusedbytheDepartmentofStateandUSAID,togetherwithotherhighresolutionimagery,hasprovenespeciallyvaluableasitcanshow
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damagetosmallhouses,orchards,fields,andotherfeatures.Giventheunequivocaltimeofimageacquisitionitcanauthoritativelydocumentchangestothesefeatures,andinprintedformtheimageryhelpscompileandsynthesizewitnessreportsduringinterviews.[44]
Suchaprojectcan,ofcourse,benefitfromtraditionalGIS,butitspublicoutreachanddisseminationcomponentissignificantlyimprovedbyusingpubliclyassessableoutletsofdatavisualization.TheGaTHRprojectalsoworkswithmembersofthehumanrightscommunity(e.g.,AmnestyInternational)whomaynothaveaccessorexpertiseincostlytechnology.
Geospatialtechnologiespotentiallyofferhumanrightsresearchersandadvocatesasignificantnewtoolforassessinghumanrightsviolationsandmonitoringdevelopingcrisesingeographicareaswhereitisdifficulttosendobservers.Thesetoolsmayalsoprovidecompellingdocumentationtoencourageinterventionandtodetermineresponsibility.TheinitialphaseofthisprojectwillenableAAAStoevaluatethepotentialusesandtodeterminethemostfeasiblewaytodevelopanddisseminatethesetechnologieswithinthehumanrightscommunity.[45]
GEandsimilarapplications,suchasNASAsWorldWindandMicrosoftsVirtualEarth(VE)3D,donotproviderealtimedataasmanypeoplebelieve(exceptinspecialcircumstances).Buttheyarevitallyimportantforlookingatchangedetection(comparingimagerybetweendifferenttimeperiods).Changedetectioncanshowwhethervillagesorbuildingshavebeenrazedtotheground,forexampleastheAAASfoundinZimbabwe,despitegovernmentalsilence.
BarriersforLinkingGeospatialData
Interoperability
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Therearestillmanybarrierstotheuseofopensourcegeospatialtools,mapmashups,andmaphacking.Someofthesearetechnologicalforexample,ensuringthatdifferentsoftwarecanoperatewitheachother,orinteroperability.Thedevelopmentofwidelyacceptedstandardsandmetadataisthemostworkablesolutiontothisproblem.WearecurrentlyinasituationanalogoustothemanystandardsforhighdefinitionDVDs.Theyallwork,butnotnecessarilytogether.EffortssuchastheOpenGeospatialConsortium(OGC),aninternationalconsortiumofgovernments,universities,andcorporations,canpromotestandardsand
interoperabilitytoacertainextentinatopdownmodel.Thebiggestproblemhereisnotgettingsoftwaretoconnectbutgettingthedataandmetadataintostandardforms.
InstitutionalBarriers
Aswehaveseen,therearepresentlytwodifferentrealmsofmappingandGISdata:GISandWebbasedmapping.TheGISindustryishavingtocatchuptothepopular
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applications,suchasGEandVE.Inthelastyearorso,programsthatlinkbetweenpopulartraditionalGISapplicationshaveappeared:anexampleistheArc2Earthprogram,whichlinksESRIsArcGISandGE.GIScompanies,afterlargelyignoringprogramsfordigitalearthvisualizationbecausetheydidnotprovideanalysis,arenowstrugglingtoquicklycatchupandleveragethetremendouspopularityofWeb
basedmapping.AmajorbreakthroughinthinkingcamewhenESRIrealizedthattheyneedednotjustanexporterfromArcGIStoGEbutonefromGEtoArcGISthatis,thatyoucouldbringprettypicturesintoindustrialgradeGIStodoseriouswork.
Anotherinstitutionalbarrierarisesfromthecorporatizationofinformation.TheInternethasundergonetremendouscorporatizationoverthelasttenyears,notsolelyintermsofcontent,butalsointermsofownershipofthemechanismsofdistribution(thecablesandphonewires).Inparticular,thereismountingconcernovertheerosionofnetneutrality.TheconcernisthatInternetprovidersmightnolongertreatallInternettrafficequally.Endusers,forexample,mayexperience
differentialaccesstoWebsitesinaccordancewithfeesthatthesitesandendusersmayhavepaid(ornotpaid).Thistieredaccesswouldresemblethecurrentmodel
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oftenadoptedbycableproviders,wherebyconsumersreceivedifferentTVchannelsaccordingtothepackagetheyhavepurchased.Thefearisthataccesstocontentperseorevendifferentialspeedsofaccesstocontent(fasterorslower)maybecomethenormontheInternet.OnemodeltocircumventthisistoswitchtoopenaccessWiFibroadband,buteventheprovisionofthataccessisultimatelycablebound.
Advocatesoftieredinformationaccessarguethatitisatypicalfinancialmodel
foundinmanybusinesses.Proponentsofnetneutralityarguethattheconceptofbusinessmodelsshouldnotapplytotheprovisionofsuchanimportantsourceofinformation.Thedebateovernetneutralityiscurrentlybeingfoughtoutincompetinglegislationatstateandfederallevelsandisundoubtedlygoingtoremainanimportantissueinthenextfewyears.
TheDigitalDivide
Thedigitaldivideisameasureofaccesstothedigitalinformationeconomy.Itincludesaccesstotechnology(hardwareandsoftware)butalsotoknowledgeitself(education).RecentresearchhasdemonstratedthattheInternetisnotfreeofthegeographicalrestraintsofthephysicalworld.[46]Thesedividesoccurataplethoraofscales:withinacity,withinaregion,withinacountry,andbetweenonecountryandanother.Forexample,accordingtofiguresfromtheUnitedNations,Internetaccessratesare19per1,000peopleinsubSaharanAfrica;inhighincomeOECDcountries,theyaremorethan30timeshigher,onaverage563per1,000.[47]ButevenwithintheUnitedStates,broadbandaccess(requiredformanyoftodaysInternetapplications)iscurrentlyinstalledinabout45percentofhomesahighproportion,butcertainlynotatsaturationlevel.[48]
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Thedigitaldivideisenduringinthesensethatnewtechnologiesareconstantlybeingproducedandconstantlybeingspreadunevenly.Eachtimeweinventagreattechnology,weironicallyalsoproduceinequalities.AsShirkyhasargued,diversityplusfreedomofchoicecreatesinequality,andthegreaterthediversity,themoreextremetheinequality.[49]AstheInternetincreasesinsizeanddiversity,
inequalitieswillalsoincreaseandreplicatethedigitaldividepatternsalreadyfoundinthephysicalworld.
Researchalsoshowsthattherearesomeremarkablegeographiesofhyperlinksbetweenblogclustersontherightandtheleftofthepoliticalspectrum.Lookingnotatthecrosssectionofallblogsbut,rather,at
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thosethatcarrythemostreadership(theAlistbloggers),AdamicandGlancefoundthatinthemonthsprecedingthe2004U.S.presidentialelection,thedegreeofinteractionbetweenliberalandconservativeblogswasverylow.Bothblogospheres
linkedmostlywithintheirowncommunitiesandnotacrossthepoliticaldivide.[50]
Conclusion:CanPeasantsMap?
Manyobstaclestodigitalaccess,suchasthedigitaldivideandnetneutrality,arenot,atbase,technologicalissuesthatcanbeaddressedthroughmarketincentives;rather,theyarecomplexsociopoliticalproblems.Lackofaccesstoonlineinformationparallelstheveryunderservedpopulationsitcouldbenefit.CommunityandparticipatoryGIS,thenetroots,andWebbasedmappingarethereforenotlikelytoprovidesolutionsforunderservedpopulationstobootstrapthemselvesoutofpoverty.Butifunderservedandwellservedcommunitiesworktogether,then
problemscanbemoreablyaddressed.Thisisabigif,andasthisessayshows,thereareenduringdividesandconnectivities.Afterall,welivenotinisolatedcommunitiesbutinaworldofnetworks.
InhisworkonpoliticalNetbasedactivism,DavidPerlmutterexploresthequestionofwhethertheonlineactivismandthenetrootsarearepresentativeconstituencyspecifically,whetherbloggersarethepeople.Hepointsoutthatatthemoment,thenetrootsareoverwhelminglyyoung,white,male,welleducated,andtechnologicallysavvyandarethusnotrepresentativeofthepopulationasawhole.Asheputit,peasantsdonotblog.[51]
Inthisessay,Ihaveintroducedanumberofdevelopmentsthatbothassistand
createobstaclesforaccessandusageofgeospatialinformation.Thesetoolsareprovidedoutofagenuinerealizationthatthewayswevisualizeandunderstandtheworldaroundusitsplaces,geographies,andrelationshipsareundergoingaradicaltransformation.Ifthemedia(TV,newspapers,andnewsradio)hashadtoadaptandincorporatenewmodelsofinformationdisseminationandparticipation,andifpublishingisundergoingasimilartransformation,thentherewouldseemtobeanequivalenttransformationworkingonourmappings.Theremainingquestions,however,aretowhatdegree,howmuch,andwithwhateffectsthese
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toolswillconfronttheobstaclesandbarriers.Theanswerstothosequestionswillprovevitalindecidingthefutureofinformation.
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Notes
1.C.Jacob,TheSovereignMap:TheoreticalApproachesinCartographythroughoutHistory(Chicago:UniversityofChicagoPress,2006).
2.D.Buisseret,Monarchs,Ministers,andMaps:TheEmergenceofCartographyasaToolofGovernmentinEarlyModernEurope(Chicago:UniversityofChicagoPress,1992).
3.J.ArmstrongandM.M.Zuniga,CrashingtheGate:Netroots,GrassrootsandtheRiseofPeoplePoweredPolitics(WhiteRiverJunction,VT:ChelseaGreen,2006).
4.J.B.Harley,M.Warhus,andE.Hanlon,MapsandtheColumbianEncounter:An
InterpretiveGuidetotheTravellingExhibition;AmericanGeographicalSocietyCollection(Milwaukee:GoldaMeirLibrary,UniversityofWisconsin,1990).
5.Mapsthatshowgeographicaldistributions(asopposedtoroadmapsandgeneralreferencemaps)canbecategorizedintoseveraltypes.Thesemapsareknowngenerallyasthematicmapsandtendtoshowquantitativedata.Isolinemapsarebasicallycontourmaps(withlinesofequalelevation)butcanalsorepresentabstractinformation(asinthefamiliartemperaturemap).Dotdistributionmapsshowdistributionsofeventsorfeatureswithscatteringsofdots(themoredots,themorefeatures).Proportionalsymbolmapsusesizetoindicatequantity(e.g.,linewidthfortrafficflows).Choroplethmapsareoneofthemostfamiliarthematic
maps.Theytakepredefinedareas(e.g.,countries)andshowquantityforeacharea(e.g.,percapitaincomebycountryonaworldmap).
6.S.Johnson,TheGhostMap:TheStoryofLondonsMostTerrifyingEpidemicandHowItChangedScience,Cities,andtheModernWorld(NewYork:Riverhead,2006);T.Koch,TheMapasIntent:VariationsontheThemeofJohnSnow,Cartographica39,no.4(2004):114.
7.F.A.Walker,StatisticalAtlasoftheUnitedStates(NewYork:J.Bien,1874).
8.S.Schulten,TheGeographicalImaginationinAmerica,18801950(Chicago:UniversityofChicagoPress,2001).
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10.J.R.Akerman,AmericanPromotionalRoadMappingintheTwentiethCentury,CartographyandGeographicInformationScience29,no.3(2002):17591.
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11.H.Clout,GeographersinTheirIvoryTower:AcademicGeographyandPopularGeographyinParis1931,GeografiskaAnnalerSeriesBHumanGeography87,no.1(2005):1529.
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17.S.Elwood,BeyondCooptationorResistance:UrbanSpatialPolitics,CommunityOrganizations,andGISBasedSpatialNarratives,AnnalsoftheAssociationof
AmericanGeographers96,no.2(2006):32341;S.Elwood,NegotiatingKnowledgeProduction:TheEverydayInclusions,Exclusions,andContradictionsofParticipatoryGISResearch,ProfessionalGeographer58,no.2(2006):197208.
18.M.Foucault,SocietyMustBeDefended:LecturesattheCollegeDeFrance,19751976(NewYork:Picador,2003),7.
19.Ibid.,9.
20.W.Safire,Netroots,NewYorkTimesMagazine,November19,2006.
21.ArmstrongandZuniga,CrashingtheGate.
22.G.Greenwald,Blogs,AlternativePoliticalSystems,Funding,http://glenngreenwald.blogspot.com/2007/02/blogsalternativepoliticalsystems.html.
23.A.H.Robinson,TheLookofMaps:AnExaminationofCartographicDesign(Madison:UniversityofWisconsinPress,1952),13.
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24.C.E.Shannon,AMathematicalTheoryofCommunication,BellSystemTechnicalJournal27,no.3(1948):379423,62356.
25.D.Mindell,J.Segal,andS.Gerovitch,FromCommunicationsEngineeringtoCommunicationsScience,inScienceandIdeology:AComparativeHistory,ed.M.Walker(London:Routledge,2003),6696.
26.L.Ratajski,CommissionVoftheICA:TheTasksItFaces,InternationalYearbookofCartography14(1974):140.
27.N.Chrisman,ChartingtheUnknown:HowComputerMappingatHarvardBecameGIS(Redlands,CA:ESRIPress,2006).
28.E.Raisz,GeneralCartography(NewYork:McGrawHill,1948).
29.J.Dykes,A.M.MacEachren,andM.J.Kraak,ExploringGeovisualization(Amsterdam:Elsevier,2005).
30.Daratech,GIS/GeospatialMarketGrew17%in2005toTop$3.3Billion,http://www.directionsmag.com/press.releases/index.php?duty=Show&id=14697&trv=1.
31.NewTechnologyHelpingFostertheDemocratizationofCartography,ScienceDaily,http://www.sciencedaily.com/releases/2006/09/060920192549.htm.
32.A.Gore,TheDigitalEarth:UnderstandingOurPlanetinthe21stCentury,http://www.isde5.org/al_gore_speech.htm.
33.S.Erle,R.Gibson,andJ.Walsh,MappingHacks(Sebastopol,CA:OReilly,2005).
34.E.Talen,BottomupGIS:ANewToolforIndividualandGroupExpressioninParticipatoryPlanning,JournaloftheAmericanPlanningAssociation66,no.3(2000):27994.
35.TheFairData/FairPlansiteissovastthatnodescriptioncanreallyencompassit.Itprovidesinteractivemaps,censusdata,precinctmapsofregisterednonvotersbyrace,racialprofilingdata,GOTVdata,andmuchmore.
36.UnitedStatesJointForcesCommand,GeospatialIntelligenceSupporttoJointOperations(Washington,DC,2007).
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37.J.Pickles,AHistoryofSpaces:CartographicReason,Mapping,andtheGeoCodedWorld(London:Routledge,2004);N.Smith,RealWars,TheoryWars,ProgressinHumanGeography16,no.2(1992):25771.
38.Pickles,HistoryofSpaces,148.
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39.Ibid.,152.
40.T.Paglen,UnmarkedPlanesandHiddenGeographies,http://vectors.usc.edu/index.php?page=7&projectId=59;T.PaglenandA.C.Thompson,TortureTaxi:OntheTrailoftheCIAsRenditionFlights(Hoboken,NJ:MelvilleHouse,2006).
41.AssociatedPress,HousePanel:WhyDidGoogleAirbrushHistory?http://edition.cnn.com/2007/TECH/03/31/katrina.google.maps.ap/index.html.
42.Elwood,NegotiatingKnowledgeProduction.
43.S.Herhold,TechnologyBuildsBiggerSoapbox,MercuryNews,December3,2006.
44.AmericanAssociationfortheAdvancementofScience(AAAS)2007.GeospatialTechnologiesandHumanRights.http://shr.aaas.org/geotech/whatcanGISdo.shtml(assessedDecember28,2007).
45.E.W.Lempinen,NewAAASProjectWillExploreGeospatialTechnologyandHumanRights,http://www.aaas.org/news/releases/2006/0127geospatial.shtml.
46.J.ChakrabortyandM.M.Bosman,MeasuringtheDigitalDivideintheUnitedStates:Race,Income,andPersonalComputerOwnership,ProfessionalGeographer57,no.3(2005):395410;M.Crang,T.Crosbie,andS.Graham,VariableGeometriesofConnection:UrbanDigitalDividesandtheUsesofInformationTechnology,UrbanStudies43,no.13(2006):255170.
47.UnitedNationsDevelopmentProgram,HumanDevelopmentReport2006:
BeyondScarcity;Power,Poverty,andtheGlobalWaterCrisis(BasingstokeHampshireandNewYork:PalgraveMacmillan,2006).
48.L.RainieandJ.Horrigan,Election2006Online,http://www.pewinternet.org/pdfs/PIP_Politics_2006.pdf.
49.C.Shirky,PowerLaws,Weblogs,andInequality,http://shirky.com/writings/powerlaw_weblog.html.
50.L.A.AdamicandN.Glance,ThePoliticalBlogosphereandthe2004U.S.Election:DividedTheyBlog,Proceedingsofthe3rdInternationalWorkshoponLinkDiscovery(NewYork:ACM,2005),3643;seealsoAdamicsessayinthe
presentvolume.
51.D.D.Perlmutter,AreBloggersthePeople?http://policybyblog.squarespace.com/arebloggersthepeople.
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