HIGHRESOLUTIONCISMAPPINGANDCURRENTSTATUSOF THETENVIABLEPOPULATIONSOFSHORTSGOLDENROD (SOLIDAGO5H0RTII-ASTERACEAE)INKENTUCKY BrentD.Smith AndrewT.Denham 'DepartmentofBiologicalSciences DepartmentofBiologicalSciences EasternKentuckyUniversity EasternKentuckyUniversity Richmond,Kentucky40475,U.S.A. RichmondKentucky40475,U.S.A. Currentaddress:2266ArdRidgeRd. NancyKentucky42544U.S.A. JamesB.Beck PatrickJ.Calie DepartmentofBiologicalSciences DepartmentofBiologicalSciences EasternKentuckyUniversity EasternKentuckyUniversity Richmond,Kentucky40475,U.S.A. RichmondKentucky40475,U.S.A. Currentaddress:DepartmentofBiology [email protected] WashingtonUniversity St.Louis,Missoun63130-4899U.S.A. ABSTRACT Shortsgoldenrod(SolidagoshortiiTorn&A.Gray)isanendemicspecieswithahighlyrestricted distribution,theKentuckypopulationsoccurringinandaroundthevicinityolBlueI^icksinthe nwoirtthheseavsetrearlnspiomriltaironmoaipsthebesitnatge.puTbhleisgheenderfarloomc1c9u8r9r-e2n0c0e0o.fDtuheestopecchiaesngweassmlirlsotcamlalpapneddusienp1r9a8c7-, ticesthestatusofthepopulationshasrapidlychangedrenderingthesemapsobsolete,Acensusof allpopulationswasconductedandtheprecisetopographiclocationandphysicalboundariesoleach extantpopulationwasmappedusingfieldreconnaissancetechniquesandCISmappingtechnology Between1989and2003fouroftheoriginalpopulationswereextirpated,eightdeclinedmnumberof stemspresent,andoneincreasedinbothnumberofstemsandareacoverage. RESUMEN La"FspigadeorodeShort"(Solula^r^oshorliiTorr.SsA.GrayJesunaesj^ecieconpoblacionesaltamente restrmgidasenyalosalrededoresdeBlueLicks,alnortestedeKentuckyLadistnbuciongeneralde laspoblacionesdeestaespeciefuecartografiadaporprimeravezen1987yvariosmapashansido publicadosentrc1989-2000.Debidoacambioslocalesenelusodetierraparacultivo,ladistribucion originaldelaspoblacionesdelaespeciesehanmodificadoengranmedida,yenconsecuencialos mapasexistentesestanobsoletos.Uncensodetodaslaspoblaciones,observacionesdecampo,y tecnicasdelSistemadeInlormacionGeografica(SIG)hanpermitidolaubicaciontopograficaprecisa yladelimitacionfisicadecadapoblacion.De1989a2003cuatrodelaspoblacionesonginaleshan desaparecido,ochodismmuyeronennumerodetallosyunapoblacionaumentoennumerodetallos yenareadecobertura. ^Authorforcorrespondence:DepartmentofBiologicalSciences,235MooreScienceBIdg,521LancasterAve., Richmond,Kentucky40475-3124,U.S.A.Ph:859-622-1505;fax;859-622-1399;e-mail:pat,[email protected] SIDA21(2):1121-1130.2004 1122 BRIT.ORG/SIDA21(2) INTRODUCTION Solidagoshortii(Asteraceae)islistedasanEndangeredSpeciesintheFederal Register(Anonymous1985).CharlesWilkensShortoriginallydiscoveredspeci- mensofthespeciesgrowingonbouldersattheFallsoftheOhioRiverinJeffer- sonCounty,Kentucky,in1837.Allremnantsofthosepopulationswereeither destroyedbyinundationresultingfromtheconstructionoftheMcAlpinelocks anddamtofacilitatenavigationontheOhioRiverin1925(Bucheleetal.1989) orwereextirpatedinthelatterhalfofthe19thcentury(Baskinetal,2000).The specieswas"rediscovered"byF.k.Braunin1939,mthevicinityofBluekicks, KYCBraunf941)(Fig.1).Thefirstmapshowingthespatialdistributionofthe Bluekickspopulationswasconstructedin1986(Fvans1987),Severalsubse- quentreportscontainedmapsofsimilarresolution(e.g.Bucheleetal.f989),with anewpopulationbeingnotedinBaskinetal.(2000). Duringthecourseofourfieldinvestigationsfrom1995-2003,weobserved markedchangesinthespatialsizeandoccurrenceofspecificpopulations,due inparttolocalland-usepracticesandtolocalsuccessionalchangesinseveral habitats.Itbecameveryclearthatupdatedmapswereneededtofacilitateman- agementpracticesinvolvingthisspecies. Thisstudywasundertakenwithtwoobjectivesinmind:1)todevelophigher resolutionmapsofeachknownKentuckypopulationofShortsgoldenrodusing GeographicInformationSystems(CIS)cartographictechnology;and2)toup- datethestatusofeachpopulationfirstdemarcatedbyEvansinf987.Giventhe demonstratedutilityofGeographicInformationSystemstechnologymlanduse management(kongleyetal.1999)andspeciesinventoryapplications(DeMers 1996),thisapplicationwasalogicalcfioicefordevelopingaccuratemaps. MATERIALSANDMETHODS FieldWork-PopxilaiionCensus.—Duringthe2000fieldseasontheboundary ofeachpopulationlirstdocumentedbyEvans(1987)andBucheleetal.(1989) wasdefinedthroughfieldsurveys.Multipletransectsthrougheachpopulation wereestablished,dividingthepopulationintoparallel3-meter-widestrips.The spacebetweensuccessivetransectswasthentraversed,eachindividual5.shorhi stembeingcounted.Themajorityofpopulationsexhibitalinearratherthana polygonaldistribution,whichmadethisdirectcountapproachtechnicallyfea- sible.Thisrepresentsatbestaminimalestimate,asundoubtedlysomestems withinthepopulationboundariesescapedourdetection,andsomescattered plantsdoexistoutsidethedemarcatedboundaries. FieldWork-GPS Coordinates.—GPSEat/Longcoordinates,takeninthe degrees/minutes/secondsformat,weredeterminedwithaMagellan2000hand- heldGPSdeviceat50-metcrintervalsalongtheestablishedperimeterofeach population.Relerencemapsforeachpopulationweredrawninthefield,using SMITHETAL.,CURRENTSTATUSOFSOLIDAGOSHORTIIINKENTUCKY 1123 Fig.1.LocationofthepopulationsofSliort'sgoldenrodinKentudy.The"star"indicatedtheapproximatelocationofthe majorityofpopulationsattheintersectionofFleming(F),Robertson(R),andNicholas(N)counties. measurementstakenfromlocallandmarkstoorientfieldmapswithaerial photographsandtopographicmaps(describedbelow).Areaestimatesloreach populationwerecalculatedfromfieldmeasurementsandcombinedwithstem countGsIStaMkaepnpimng2.0—01AtnooEbvteanitnTdheensmietyuseisntgimtahteesGPfoSrdeaatcahppooipnutlsatwiaosn.createdin ArcView3.0.TheXcoordinatewassettoLongitude,theYcoordinatetoLati- tude,andtheProjectionwassettoLambertConformalConic.Aerialandtopo- graphicimagesofthefieldresearchareaweredownloadedfromtheKentucky OfficeofGeographicInformationSystems(KYOGIS)website(ogis.state.ky.us/). TheKYOGISdownloadincludedafilecontaininggeoreferencinginformation. ALineThemewascreatedtoshowtheplants'distribution.Theplants' locationsandtheirproximitytolandmarksvisibleontheaerialphotowere verifiedandcorrectedbasedonourfieldobservations.Otherdatasetswerecom- binedwiththeimagesandpopulationlines.Forexample,aStateHighways themeandCountiesthemefromEnvironmentalSystemsResearchInstitute (ESRI)wereaddedtoshowthelocationsofhighwaysandcountyboundaries. Finally,wecreatedtheincludedmaps(Fig.2)usingtheArcViewLayouttool. Alldataandmapfilesareavailabletoappropriatescientificinvestigatorsand stateandfederalagenciesuponrequest. RESULTS TheArcViewsystemallowsustosuperimposetheGPS-deriveddatapointsfor eachpopulationontoanumberofhighresolutioncartographicinterfaces,e.g., anaerialphotograph(Fig.2A)oratopographicmap(Fig.2B).Comparisons withearliermapsarenotquantitativeduetodifferencesincartographicmeth- odologies.Likewise,exactcomparisonsofsurfaceareacoverageforeachpopu- 1124 BRIT.ORG/SIDA21(2) / \ .tL:: » RobertsonCounty V l/' FlemingCounty m 1, NicholasCounty \Vy^' J/«*E•l--' ;.:,, '' :;„;„., - ::;^ 1/ if" ',.." " ' ""%. 1 • ... \\A^\//1-/„./_'(^•-// f-:.*'-<r, ig..\.,:",% ' ''''»'.;^',"''^"....>'....'4.Wwf*;'-:*"(,„'',:-'• '.'.'.;.»,.'"^'-1*''.;..,..^^.,X.,. I ;)•'! ,. ''^%:v"^k ' ,..!*»*' ' ''" ,'. .^^ Fig.2A.ExampleofaGIS-generatedmapshowingthelocationoftheknownextantKentuckypopulationsofShort's goldenrod,withtheexceptionofpopulations#11and#15.BoxednumberingofpopulationsfollowsEvans(1987).Solid whitelinesarecountyboundaries,dashedwhitelinesarestateandfederalhighways,theserpentinefiguretraversing themapistheLickingRiver,andpopulationboundariesareshowninred.Onlythosepopulationsfoundonproperties ineitherstateorfederalagencyownershipareshown. SMITHETAL.,CURRENTSTATUSOFSOLIDAGOSHORTMINKENTUCKY 1125 Fig.2B.Theidenticalshapefileinfigure2A,nowsuperimposedoveraUSGStopographicmap. 1126 BRIT.ORG/SIDA21(2) lationrelativetoanearlierstudy(Bucheleetal.1989)aredifficultduetodiffer- encesinsamplingtechniques.However,weareconfidentthatbothsampling methodologiesareofsufficientaccuracytoallowforgeneralcomparisons.Two populationsioundonlandsinprivateownership(#11and#15)arenotshown onourmapstoprovidethosepopulationswithsomemeasureofprotection. Thecensusresults,ratherdramaticwhencomparedtoearlierstemcounts, aresummarizedinTable1.Baseduponcomparisonwitheariierstemcounts andsurfaceareaestimates(Bucheleetal.1989)thepopulationsclusterintothe followingcategories. — Decline. Thisisthestatusofpopulations#1-4,#7,#11and#12,allhav- ingdeclinedinstemnumbersrangingfroma1.25-foldto33-lold.Population #6exhibitsalargerfolddecrease,nowconsistingofonlyonestem.Wecon- siderthispopulationtobeextirpated.Aconcomitantdecreaseinsurfacearea isalsoseeninpopulation#1-4,#7and#8.Whileexperiencingaslightdecline instemnumber(1.25-fold),population#12hasexpandeditssurfaceareaby13- fold.Censusdatalorpopulation#11arenotavailablefor2002,aswewereun- abletoobtainpermissionfromtheprivatepropertyownertoexaminethissite. GISdatawereobtainedlorthispopulationalongaborderingroad,andmapped Irompriorfieldobservations. — Extirpated. Population#6occursalongahighwayright-of-wayandisa remnantolaoncelargerpopulationthatwasintentionallydestroyedbyalo- callandownerThereisnowasinglestemremaining.Theoriginalpopulation #10(Evans1987)wasdestroyedbyalocallandowner(MrAllison,pers.comm.). Wediscoveredaremnantsetofeightplantsin1998,ca.100meterseastofthe originallocality.Thissetisnowextirpatedduetolocalsuccessionalchanges, e.g.,increased—canopycoverfromarborescentspecies(primarilyQuercusspp.). Increase. Population#5istheonlypopulationthathasincreasedinstem number,from530in1989toanestimated3,488in2001.Thisisaccompanied byanincreaseincoverageareafrom870m-in1989to5,380m-in2001.Thisis nowthelargestKentucl<ypopulationofShort'sgoldenrodintermsofJDotharea andstemnumber — Doubtful reports. Population#14,locatedon privateproperty(the KingsolverfarmnearBlueLicksBattlefieldStatePark)hasbeenofdoubtful determinationsinceits"discovery".Therearenovoucherspecimensfromthis site,andrepeatedeffortsbytheauthorsinf998and1999andbyD.White(Ken- tuckyStateNaturePreservesCommission,pers.comm.)tolocateS..sf]orfiiplants metwithfailure.Thispopulation,ife—verextant,isnowextirpated Recently discoveredpopulation. Population#15wasdiscoveredbyMr. NickDrozdaoftheKSNPCduringasurveyofabisontrace(trail)in1998.This populationwasrevisitedin 2003andfoundtohaveincreasedinnumberof stemsanddistribution. TBaubclhee1l.eSuetmaml.a(r1y98o9f),pforpoulma2ti0o0n1-c2e0n0s3usaraendfraormeathoifscsotvuedyr.agTeheofnaullmbkenroiwnngvoefripfioepdulpaotpiuolnasti#o1n-s1o3fISshtohratt'sogfoElvdaennsro(1d98i7n),KePnotpuuclkayt.iDoant#a1f4rowmas19d8e9siagrneattheodsaenodf firstmappedbyBaskinetal.(2001),and#15istherecentdiscoverybyN.Drozda.The"FirstReport"entryreferstotheearliestnotationinstatusrecords maintainedbytheUSFWSandprovidedbyD.WhiteoftheKSNPC.K5NPC=KentuckyStateNaturePreservesCommission;P=privateovi/nership;KSPC- KentuckyStateParksCommission;KHC=KentuckyHighwayCommission;ROW=Right-of-Way;USFWS^UnitedStatesFishandWildlifeService.*exf/rpoted =populationconsistingof1plant,butinessenceextirpated;**14=dubiousreport;***!5=^stemnumberestimateprovidedbyN.Drozda(pers.comm.). Population Stem# Foldincrease/ Aream2 Foldincrease/ Density Ownership FirstReport # 1989/2001 decrease 1989/2002 decrease (#stems/m2) 1 42,000/2,549 16-folddecrease 4,600/3,027 1.5-foiddecrease 9.13/0.842 KSNPC/KSPC 1936 2 10,150/573 18-folddecrease 12,840/1,367 9.4-folddecrease 0.790/0.419 KSPC 1983 3 3,500/193 18-folddecrease 4,500/300 15-folddecrease 0.778/0.642 P 1987 4 1,400/42 33-folddecrease 1,290/193 7-folddecrease 1.08/0.217 KSNPC/KSPC 1936(?) 5 530/3,488 7-foldincrease 870/5,380 6-foldincrease 0.609/0,648 KSNPC 1983 6 2,100/10(00),1(02) '"extirpated 515/1 NA NA P/KDOT(ROW) 1986 7 6,300/1,000 6-folddecrease 6,230/524 12-folddecrease 1.01/1.91 KDOT(ROW) 1957 8 1,780/672 3-folddecrease 2,570/766 3-folddecrease 0.692/0.877 KSNPC 1934 9 640/<25(00),3(02) ^extirpated 2,485/1 NA NA P(ROW) 1987 10 240/13(00), (02) extirpated 15/0 NA 16.0/0 P/KDOT(ROW) 1985 11 2,500/800 3-folddecrease 265/NA NA 9.43/NA P 1985 12 2,300/1,846 1.25-folddecrease 390/4,877 13-foldincrease 5.89/0.378 USFWS(ROW) 1939 13 180/0 extirpated Feb-00 NA 90.0/0 P 1987 **14 15-20(?)/0 extirpated(?) NA NA NA P 1989 ***15 NA/100(03) NA NA/120 NA NA/0.83 P 1998 1128 BRIT.ORG/SIDA21(2) DISCUSSION Giventhestateofmappingtechnologyin1987(andthepassageoftime)itis notsurprisingthatmapsderivedthroughGI5apphcationsaredifferentfrom theoriginalmaps.Whatisofparticularnoteisthegeneralnumericdeclinein allbutonepopulation(#5)of5.shoriii.Populations#1,2,and4havebeen withinthejurisdictionoftheKentuckyStateParksCommissionduringthis periodofcomparison,yetallthreehavesufferedmassivedecline.Anunequivo- calcauseforthedeclineofthesethreeand/oranyotherpopulationsunderpro- tection(i.e..populations#5and8,underthejurisdictionoftheKSNPC,and population#12,undertheUSFWS)isnotclear Thespatialdistributionpatternsofthepopulationsfallintotv^'ocatego- ries.Thefirstweterm"linear"(populations#1,3-4,6-9,11and12).Severalof thesepopulationsoccuralongeitherpowerlineorhighwayrights-of-way(Table 1),butothersoccurinwhatappearstobeuninterruptedhabitat(e.g.#4)con- formingtoalinearpattern.Thiscouldbeduetolocalizededaphicconditions, asthepreferredhabitatisonewithshallowsoils.Thesecondcategorywerefer toas"polygonal"(populations#2and#5).Thesehabitatsarecontinuousareas uninterruptedbyroads.Theplants,however,aredistributeddiscontinuously throughoutthemappedarea,theperimeterofthepopulationsassumingan irregulargeometricoutline.Theprecisereasonsforthisdifferenceinspatial distributionpatternsisatpresentunknownbutcouldbeduetosubterranean factors,e.g.,rockshieldsunderlyingshallowsoilsandprovidinganunsuitable habitatforcompetingspecies.Alternatively,theplants'distributioncouldbe duetoseeddispersalpatternsofthosespecificpopulations.Atpresentbothof thesepostulatesremainuntested. Theresultsofthestemcountcomparisonaredramatic.Numbersofstems hasdecreasedsince1989forallobservedpopulationsexcept#5.Thispopula- tionexistsinanoldfieldthatiscurrentlyunderthemanagementandowner- shipof theKentuckyStateNaturePreservesCommission.Theresultsofthe areaestimatesareequallydramatic,sincealloftheobservedpopulationsex- ceptfor#5havedecreasedinareasince1989.Population#1hasexperienced themostmarkeddecline,mostlikelyduetoimpropermanagementandin- creaseddevelopmentanduseofparkrecreationfacilitiesbyvisitors.Thispopu- lationisnowdissectedintoseveraldistinctgroups,eachfollowingeitheraroad orapowerlineright-of-wayoraformerbisontraceremnant.Thegladearea withintheparkwheretheplantswerepreviouslyobservedmabundanceis nowpopulatedprimarilybyS.ncmoralh.Asimilarsituationexistsinpopula- tion#2.Theimpactof5.ncmoralisonthelong-termpersistenceofS..shor(iiis notknown,althoughwehaveobservedasteadydeclineinthesetwopopula- tions(Table1). Threepopulationshavebeenextirpated,onebynaturalmeansandtwoby SMITHETAL.,CURRENTSTATUSOFSOLIDAGOSHORTIIINKENTUCKY 1129 humanintervention.Population#13occurredinanopenfieldandconsistedof 180stemsin1989(Bucheleetal.1989).Thefieldwassubjectedtomowinginthe earlyyearsofthe1990s,butinthelatterhalfofthedecadethefieldwasnot cultivated.Competitionfromnon-nativegrasses(e.g,Festuca)andforbs(e.g., Lespedeza)havecontributedtothelossofthispopulation.Population#6grew inanactivelygrazedpastureandwasremovedbythelandownerin1988by bulldozingthehabitat(USFWSrecordsandD.White,pers.comm.).Indiscus- sionswiththelocallandowneritwasrevealedthatpopulation#10waselimi- natedthroughextensivemowingofcaulescentstemsandthedepositionofcon- cretedebrisonthepersistentrosettes,beginnmgpriorto1995.Population#11 occursalongawoodlandedgeandappearedratherstableovertheperiodof thisstudy. Thestatusofaquestionablepopulationhasalsobeenresolved.Population #14wasfirstcitedinBaskinetal.(2000).Wewereunabletolocateplantsinthe fieldduring1998and1999,andtherewasconfusionregardingtheaccuracyof theoriginalspeciesdetermination(D.White,pers.comm.).Recordsmaintained bytheUSFWSindicatedca.15-20stemsof"Short'sgoldenrod"in1989,butnone wasfoundineither1997or1998.IndependenteffortsbyD.White(pers.comm.) werealsounsuccessful.IfthispopulationofShortsgoldenrodeverexisted,itis clearthatitisnowextirpated. In2000,anewpopulationwasdiscoveredbyN.DrozdaoftheKSNPCalong aformerbisontrace(trail)mFlemingCounty.Thispopulationconsistedof ca.25stems,andtheplantsweredescribedas"depauperate"(USFWSrecords). Thepopulation,designatedas#15inTable1,persistedinto2003andnowcon- sistsofca.100stemsconcentratedalongthebisontracewithafewindividuals scatteredintheadjacentwoods. In1995seven"clumps"ofcultivatedS.shortii(originallyobtainedfroma BlueLickspopulation)wereplantedontheIndianashorelineoftheOhioRiver, acrossfromthetypelocalityattheFallsoftheOhioRiverinanefforttorein- troducethespeciesintosuitableriparianhabitat(Homoya1996).Theseplants werelostinthefollowingyearduetoincreasedwaterflowfromwinterrunoff (D.White,pers.comm.).ArecentreportdescribesapopulationofShort'sgold- enrodinIndiana(wwwm.gov/dnr/public/novdecOl/newsl.htm).Thisisthe firstverifiedrecordofShort'sgoldenrodoutsideofKentucky(avoucherspeci- menhasbeendepositedatMOBOT),thesiteoccurringwithinaformermigra- tionpatternoftheextincteasternwoodlandbison{BisonhisonL.).Thiscould representaveryoldpopulationthathasbeengeneticallyisolatedfromtheKen- tuckypopulationsforperhapsseveralcenturies.Alternatively,thispopulation couldconsistofescapedcolonizersfromthe1995efforttoreintroducetheplants inIndiana,asthenewlydiscoveredpopulationisca.50nauticalmilesdown- streamfromtheattemptedreintroduction.Geneticanalysesofsamplesfrom 1130 BRIT.ORG/SIDA21(2) boththeKentuckyandhidianapopulationsarenowunderwayinaneffortto resolvethisissue. ACKNOWLEOGMHNTS Appreciationisextendedtothe WildernessRoadGirlScoutCouncilTroop #1265fortheirmappingofpopulation#4,andtoBruceDavisandtheCISMap 1-aboratoryol EasternKentuckyUniversitylorassistancewithGISsoftware andmapgeneration.Fundinginsupportoffieldandcomputationalactivities wasobtainedthroughaSigmaXiGrant-in-AidofResearch(JBB),throughcon- tracts#20379and#99161405fromtheKentuckyStateNaturePreservesCom- missionandtheUSFishandWildlifeService,twoEKUFacultyResearchAwards andNIH/NCRRAward#P20RR1648US1(PJC).DiscussionswithMarcEvans andDeborahWhite,andthefieldassistanceofTiffanyCarpenterandChris- tinaShacklefordaregratefullyacknowledged.NickI3rozdaescortedPCtopopu- lation#f5andprovidedcriticalbackgroundinformation.Thecommentsand reviewsofMoriahBeckandRobNaczionthemanuscript,andassistancefrom SaraFuentesandl.upitaSanchezwithSpanishtranslationareappreciated. REFERENCES Anonymous.1985.Listingofthreatenedandendangeredspecies.Fed.Reg.50:36085-36089. Baskin,J.MJ.L.Waick,C.C.Baskin,andD.E.Buch[it.2000.Ecologyandconservationofthe endangeredplantspeciesSo//dago.sfio/T/7(Asteraceac).NativePI.J.1:35-41. BeckJ.B.,R,FCNa(/I,andP.J,Caiii.2001.Insightsintothespeciesdelineationandpopula- tionstructureofSo//a'agos/iort/7(Asteraceae)throughmorphometricanalysis.Rhodora 103:151-171. BucHEiI,D.E.,J.M.Baskin,C.C.Baskin.1989.EcologyoftheendangeredspeciesSolldagoshortii I.Geography,populationsandphysicalhabitat.Bull.TorreyBot.Club116:344-355. Braiin,E.L.1941,AnewlocalityforSolidagoshortii.Rhodora43:484. DeMersJ.1996.Remotesensingandgeographicalinformationsystems:Spatialtechnolo- giesforpreservingphytodiversity.ln:TFStuessyandS.H.Sohmer,eds.Samplingthe greenworld.Innovativeconceptsofcollection,preservation,andstorageofplantdi- versity.Pp.125-139. Evans,M.1987.Short'sgoldenrodrecoveryplan.UnpublishedTechnicalAgencyDraft. USFWS,SoutheastRegion,Atlanta,GA. Homoya,M.1996.ThereturnofShort'sgoldenrod.Endang.Spec.Tech.Bull.21:24-25. LoNGLEY,PA.,M.F.GooDCHiLD,D.J.Maguire,andD.W.Rhinp(eds.).1999.GeographicInforma- tionSystems:Principles,Techniques,ApplicationsandManagement,Seconded,John WileyandSons,NewYork,