Africa's Hotspots of Biodiversity Redefined Author(s): Wolfgang Küper, Jan Henning Sommer, Jon C. Lovett, Jens Mutke, Hans Peter Linder, Henk Jaap Beentje, Renaat Sylva Angèle Rosine Van Rompaey , Cyrille Chatelain, Marc Sosef, Wilhelm Barthlott Reviewed work(s): Source: Annals of the Missouri Botanical Garden, Vol. 91, No. 4 (Dec., 2004), pp. 525-535 Published by: Missouri Botanical Garden Press Stable URL: http://www.jstor.org/stable/3298550 . Accessed: 29/02/2012 04:56 Your use of the JSTOR archive indicates your acceptance of the Terms & Conditions of Use, available at . http://www.jstor.org/page/info/about/policies/terms.jsp JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact [email protected]. Missouri Botanical Garden Press is collaborating with JSTOR to digitize, preserve and extend access to Annals of the Missouri Botanical Garden. http://www.jstor.org Volume Number 2004 91 Annals of the Missouri Botanical Garden 4 AFRICAXS HOTSPOTSOF BIODIVERSITYREDEFINED1 @9 <'> WolfgangKuper,2^9 Jan Henning Sommer,2 Jon C. Lovett,3Jens Mutke,2Hans Peter Linder,4Henk Jaap Beentje,5Renaat Sylva Angele Rosine VanRompaey,6 C^rille Chatelain, Marc Sosef,8 and WilhelmBarthlott2 AB>TITACT A key prol)lemforconservation is the!( ointi(lente of regiotlsof higll})io(liver<,itw withregionsof higllhumanimpact. 'I'ssellty-five of tlle mostthleatenedtellter! of plant(3iVeIsitwereidentifiedb) Myer!et al., andthese ' hotspots"play a (rutial 101ein international (onselvation.>tategiesThe primarygoalof the hotspotsis to coverthe lllostthreatened (ellters of plallt diversity,hut theireffi(aty 11asnot yet l)eell tested enll)irialls. 'or sul)-Saharan Africa,our study ezvaluates tlle hotspotspostulatedly Myersand cozlparesthetllto a set of redetfirle(l hotspotsproposedoll tlle basis of Illappeddistriloution data for 5985 plant speties. The two sets of hotspotsoverlapby 485tc Ourredefinedhotspots include80%of the speciesancl669 ot the range-restri( ted speciesof tlle suh-Saharan florain areasunderhighhuman ' Data compilation,as well as the coordirlation of the mergeddatabasesat the Nees Institutefor Biodiversityof Plantsin Bonn,are fundedby the GermanFederalMinistryof Educationand Research(BIOLOG BIOTAProgramme, wwwbiota-africa org),andthe AkadellliederWissenschaften undderLiteratur, Mainz,andsupportedby the University of Bonn CABS-Conservation International andthe DanishCentreforTropicalBiodiversity (Universityof Copenhagen, Denmark)fundedthe plantcompilationworkin York,in particularfor JamesTaplin.The DanishCentreforTropical Biodiversityand variousotherfundssupporteddatacompilationin Denmark,in particularforAnne-Marie Burgerand ChristianFrimodt-M011er We thankthe numerousexpertswho contributedto the plant data used in this paper,in particularPatriciaCraven(Windhoek), LaurentGautier(Geneva),TonyRebelo(Kirstenbosch), Jer8meDegreef(Meise), PeterFrankenberg (Stuttgart), Don Kirkup(Kew),NorbertJurgens(Hamburg), SigridLiede(Bayreuth),RogerPolhill (Kew),AdjimaThiombiano (Ouagadougou), MauricioVelayosandFernandoCasas(Madrid), JanWieringa(Wageningen), and GeorgZizka (Frankfurt). Paul Williamsof The NaturalHistoryMuseum,London,providedthe WORLDMAP software.JanSchnitzler(Bonn)assistedwiththe manuscript. WethankGeroldKier(Bonn),TonyRebelo(Kirstenbosch), Paul Williams,and twoanonymousreviewersforvaluablecommentson the manuscript. 2 Nees Institute for Biodiversityof Plants,Universityof Bonn,Meckenheimer Allee 170, D-53115 Bonn,Germany. [email protected]. 3CentreforEcology,Lawand Policy,Environment Department, Universityof York,Heslington,York,YO105 DD, UnitedKingdom. 4 Instituteof SystematicBotany,Zollikerstrasse 107, CH-8008,Zurich,Switzerland. 5 RoyalBotanicGardens, Kew,Richmond,SurreyTW93AE, UnitedKingdom. 6 Universite librede BruxellesULB,Laboratoire de Botaniquesystematique et Phytosociologie, 50 Av.F.D Roosevelt 1050 Bruxelles,Belgium. 7 Conservatoire et Jardinbotaniquesde la Ville de Geneve,case postale60, CH-1292Chambesy,Switzerland. 8 NationalHerbarium of the Netherlands-Wageningen branch,BiosystematicsGroup,WageningenUniversity,GeneraalFoulkesweg37, 6703 BL Wageningen, The Netherlands 9 Corresponding author. ANN.MISSOURI BOT.GARD.91: 525-535. 2004. Annals of the Missouri Botanical Garden 526 impact,whereasthesevaluesare 15% and11%lowerforMyers'shotspotsDespitehavingequalsize anda considerable spatialoverlapwithMyers'shotspots,ourredefinedhotspotsincludefurtherhighlythreatenedcentersof plalltdiversity ill the Maputaland PondolandRegion,in Ikatanga,the East AfricanAfromontane region,the LowerGuineaRegion, alld the AlbertineRift Manyof these redefinedhotspotsare poorlyprotectedcentersof plantand animaldiversity. Theirconservation is essentialfor a comprehensive coverageof Africa'scentersof biodiversity. Kez ?Xords: Africa,biodiversity, conservation, endemism,GlobalStrategyfor PlantConservation (GSPC),hotspots, important plantareas. Thereare growingconcernsaboutthe coinciding spatial [)attelnxof humanpopulationdensityand biodivelsitF((3incottaet al., 2000; Myerset al., 2000; 13alnlf'ol(l et al., 2001; Lucket al., 2004). In a pioneerillgstu(lyin 1988, Myersidentifieda global set of hotxots whereexceptionalconcentrations of species with high levels of endemismface exceptionaltheats of destruction(Myers,1988). Later up(latex(IVlyel;,1990;Myerset al.,2000) played a crll(ial lole ill the publicperceptionof the threat to lio(liversit+alld the developmentof large-scale ollcel)txlol settlngspatla prlorltleslorln sltUconselvation.as Ie(lLlired by Article8 of the ConventioIIon [3iologi( al Diversity(UNCF,D,199:2). Whereax('t'lltelS of diversityare identifie^(l on the |)asis of liologi( al richnessan(lell(lemism.the hotsI)ots( ol( esl)tof Myerset al. (2()()())coml)illedtwo Clitelitl:lulblst(liversityand the threatsto thatdiversit. ll] l)la(ti(evhotspotswere(lefine(las areas with less than '30%intactprirmary vegetbltion and withat lea!it()..5Xc of the globalplantspeeies being endermicto tlle area. Myels et al. based their study on two types of infornlation. ln additionto expertadvice,theyused summalyinformationon the numberof endemic species occulringin the hotspots.This "inventorybased type'!of information(Barthlottet al., 1999; Mutkeet al., 2002) was the only availal)leinformationon the biodiversityfor manyareas (Myers et al., 2000; Krupnik& I(ress, 2003), thoughthe applicationand the analysis of this data type is limited(Mutke& Barthlottin press).Indeed,Myers et al. (2000; see also Brookset al., 20()1)mentioned several areas in sub-SaharanAfrica for which the availabledataare insufficientto decide whetheror not they representa hotspot.Theyalso statedthatdue to the heterogeneous datasituation, theyhadto use the endemismcriterioneventhough it was felt to be "minimalist" (Myerset al., 2000). In addition,informationon biodiversitywas, and oftenstill is, only availablefor comparatively large areas delineatedby politicalboundaries.This low spatialresolutionlimitsthe accuracyto whichcenters of diversity can be identified (I(rupnik& Kress,2003). Morethan a decade afterthe first global set of ,. . . . . . n . . hotspotswas published,it has becomepossibleto define hotspotsmore rigorouslyand accountably. Diversitycan now be calculatedfrom a "taxonbased type"of information(Barthlottet al., 1999; Mutke& Barthlott,in press),consistingof reliable data on the indivictualdistributionareasof a large numberof taxa (Williams,1996; Burgesset al., 1998). New high-resolutionsocioeconomicdata (CIESIN,2000; Sandersonet al., 2002) have become available.Complexalgorithms(Margules& Pressey,2000) allow a moreprecise identification of centersof richllessand endemism(I,ovettet al., 2000; Linderet al.! in press)and permitanalyses of the degreeof potentialconflictbetweenconservation and lan(l-LIseinterests (Balmfordet al., 2001; Willianlset al.! 2003; Lucket al.?2004). Consequent ly. taxon-basedbiodiversityinformation has been lSe(l to criticizethe globalhotspot areas as define(ll)y Myerset al. (2000) for their conceptuall)a(kglound(Jepson& Canney,2001), for their perfortllatl(ein comparisonto otherarea networksseleeted on more complex parameters (Williamset cll.! 1996; Balmfordet al., 2001), for their size (Brumtllit& Lughadha,2003), and occasionallyfor theil location(Burgesset al., 2002; Krupnik& Krex9^2003). However,to our knowledge, there is no study that assesses whetherthe hotspotsdo indee(tcoverthe mostthreatenedcenters of plant (livelsity,even thoughthis was the Orlglnalntentlonot t 11S pRlOrltlZatlOn SC aeme. In this pa)el we evaluatethe extent to which Myers'shotspots include a maximumnumberof rareplant species in those areas most threatened by humanimpactin Africa.This is importantfor four reasons:(i) as the foundationof food webs, plants are of essential importancefor terrestrial biodiversity,(ii) plantsmightbe the best available surrogateto representinvertebrate diversity(Myers, 1988);(iii) plant diversityis insufficientlycovered by currentnetworksof protectedareas(Burgesset al., in press);and (iv) plants are the groupfrom whichhotspotswere identifiedby Myerset al. Which criteriashouldbe used to evaluateand enhancethe performance of the hotspots?A modificationof the currenthotspotswouldbe desirable if theyexcludeareasin whichmorerareplantspe. . . . p . . . . . Volume 91, Number 4 2004 Kuper et al. Africa's Biodiversity Hotspots 527 these areasis an importantchallengeforthe future. Inadequateavailabilityof distributiondata could have two effects on our analysis:First, in cases wherewe have inadequatedatafor areasincluded in the hotspotsas delineatedby Myerset al. (2000), testingthe hotspotson the basis of our datamight METHODS result in an underestimation of their performance in coveringsub-Saharanplant diversity.However, SPECIES DATABASE in fact the rnostdetailed,updated,andcomprehenSince 2003! an internationalgroupof research sive distributiondata in our databaseis for those institutionshas contributeddata on Africa-wide areascoveredby the Myers'shotspots(whichmay plant distriloutions to the BiogeographicInforma- partlybe a consequenceof highlightingthese areas tion S)stem on AfricanPlant Diversit^(BISAP), since 1988): (i) Data for the upper Guinea(West whichis hostedandcuratedby the BIOMAPS Proj- Africa)hotspotstem fromthe NationalHerbarium ect withinthe BIOLOGBIOTAframework(www. of the Netherlands-Wageningen branch;(ii) datafor the WesternCape are from the NationalBotanic biota-africa.org). The dataleaseincludes Africa-widedistribution Institute,Republicof SouthAfrica,andcontributed recordsfor 6269 species (statusMarch2004), all by T. Rebeloand N. Jurgens;and (iii) distribution of whichhad been taxonomicallyrevised.The da- datafor East Africastem froma compilationof retabase comprisesabout 330,000 distributionrec- stricted-rangespecies for the area of the Floraof ordsfromconfirmedcollectiolllocalities.The spa- TropicalEastAfrica(H. Beentje unpublisheddata, tial precisionof the datavariesfromexactlocalities togetherwith othersources).Even thoughthe data (mainlyfromherbariumcollectionswithgeo-refer- for WestAfricaare comparativelycomprehensive, enced localities)to one-degreeresolutiondatafrom the easternpartof the upperGuineahotspotis podigitizedmaps. Data are organizeclin MS Access tentiallyless well re)resented due to lower data databasesand have been plottedand analyzedus- availahility.Second it is possiblethatthe selection ing WORLDMAPsoftware(Williartls2002) ancl of ouralternativeset of hotspotson the basis of our ArcView3.2a C71S software(ESRI 2000). In or(ler data misses areas that are richer in species than to achieve maximumcomparal)ility with previous those includedsimply}-ecausethe formerones are analysesoll sub-Saharanzoodiversity(Balmforcl et not adequatelycollected. This is certainlya key if areasare selectedon the basis of speeies al.,2001; Brooks et al.^2001; Burgesset al., 2002; problern Burgesset al.^in press; Fjeldsa et al., 2004; De richnessalone. But this problemis not as promiKlerket al., 2004), all plantdistril)ution datawere nent when selecting hotspots,because their idenrescaled to a one-degreegrid resolutionwithina tificationis also l)ased on the intensityof human base map of 1713 one-degreelatitude-longitude impact.Hotspotstend to be particularlywell colgrid cells coveringmainlanclsub-SaharanAfrica lected (i) due to their popularitywith biologists southof 17 degreeslatitude.By restrictingthe geo- (Reddy & Davalos,2003) and (ii) because their graphiccoverageto Africasouthof the Saharaand high humanimpactis associatedwith a comparaexcludingthose species foundonly on offshoreis- tively good infrastructure providingaccess (Gibbs lands, a databasewith 5EJU5 plantspecies remains Russell et al., 1984). forfurtheranalyses.This is between10Wo and 15Wo of the species in the Africanflora(I,brlln & Stork, DIGITIZING THE HOTSPOTS OF MXTERSET AL. 1991-1997; Beentje et al., 1994). AdditionalinIn orderto comparethe sub-Saharan hotspotsof formationon the origin of this data set is documentedin Burgesset al. (in press,see alsofootnote Myerset al. (2000) with our dataarrangedin onedegreecells, we firstdigitizedMyers'shotspotpoly1). Ourplantdata are the mostcomprehensive ever gons (delineationstaken from Mittermeieret al., assembledfor the study area, but inevitablyhave 1999) and overlaidthem on our grid of cells. We limitations.Thereare certainareasin Ethiopiaand then identifiedall cells that had a spatialoverlap Somalia,Sudan,the CentralAfricanRepublic,the of morethan 25@o of their area with the hotspots Republic of Congo, the DemocraticRepublic of polygons(see methodsin Burgesset al., 2002). The Congo,and Angolawhereanalysisof samplingin- decisionto acceptor omitcells withless than25@c of the hotspots tensity indicates that plant diversityis not ade- overlapcouldaffectthe performance quatelydocumentedin our databases(W. Kuper, in covering Africa's most threatenedcenters of unpublisheddata). The scientific explorationof plantdiversitycomparedto alternativehotspotsdecies are morethreatenedby humallimpactthanin included areas. Here we test the efficacy of the hotspotsusing the most comprehensiveavailable databaseof plant species distributionsfor sub-SaharanAfrica. Annals of the Missouri Botanical Garden 528 30 o o - cZ H sx520 o a cZ o o ,,, cZ o * .N n O cZ M---- *-* 10 o 0 25 50 75 Human Footprint (%) 100 Figure1. Scatterplot illustratingthe valuesof range-sizerarityandmeanhumanfootprint(rescaledfromSanderson et al., 2002) for each of the 1713 sub-Saharan one-degreecells (eachrepresentedby a blackdot,partlyconcealedby othersymbols).Bothparameters are rescaledto percentages.Forbettervisualization, the sevencells witha range-size rarityof morethan30%arenot shown(X/Y-valuesforthese cells: (63/100),(75/89),(99168),(97/60),(38142),(53136) (42/35) these are all in bothMyershotspotsand redefinedhotspots).Opencircles:125 cells coveredby the Myers hotspots.Grayboxes: 125 cells with highestproductof range-sizerarityand humanfootprint,cited as "redefined hotspots"in the text. lineatedon the basis of ourdata.Wethereforetested whetherthe inclusionof furthercells (thosewith less than 25Wooverlap)wouldimprovethe performanceof the hotspotsin comparisonto our redefined hotspotsof equal area in each case. If this was the case, we acceptedthe cell as partof the hotspots.Withthis mostconservativemethodin favorof the performance of the Myerset al. hotspots, 125 cells wereidentifiedas beingpartof thesehotspots. Fromhere on, they will be referredto as "Myershotspots"(Fig. 2A). CHOOSING DATA TO REPRESENT PLANT ENDEMISM AND ITS THREAT The aim was to select data to best approximate the twocriteriaused for the delineationof the Myers hotspots, which were plant endemism and threat.Using our data we selected 125 cells in which plant diversityand threat are maximized (Fig. 1) on the basis of the followingtwomeasures. (i) Wecalculatedrange-sizerarityforeachcell (Fig. 2B). This combinesthe numberand rangesizes of species in each cell (Williams,1996;Ikier& Barthlott, 2001; Wieringa& Poorter,2003). The more species that occur in a cell and the smallertheir rangesare, the higherthe value. We chose rangesize raritysince it best approximates the endemism criterionappliedby Myerset al. (2000).In contrast to theircriterion,range-sizerarityincludesnotonly the species strictly endemic to the hotspots,but also everyspecies whoserangeoverlapswiththem. Hence, two areas with the same numberof strict endemicscan still be differentiatedaccordingto their contributionin coveringthe rangesof other species. (ii) As a surrogateforthreat,we calculated the mean humanfootprintfor each cell, rescaling the datafromSandersonet al. (2002)to one-degree cells (followingthe methodsused in Balmfordet al., 2001; Lucket al., 2004). Forcoastalcells, the meanfootprintwas calculatedon the basis of mainland valuesonly.The humanfootprintindexshows similarspatialpatternsto parameterssuch as populationdensity,whichwas used in previousstudies (Balmfordet al., 2001; Lesslie, 2002; Luck et al., 2004), but in additiontakes into considerationa widerrangeof factors,such as infrastructure and land-cover.Thus,agricultural areasthatdo notnecessarilyhave a high humanpopulationdensityare includedas havinga high humanimpacton biodiversity.We calculated mean values of human Figure2. A. Mapof the set of redefinedhotspotsidentifiedin the presentstudy,contrastedwiththe hotspotsas delineatedby Myerset al. (2000).Solidblackline withincontinent:Myershotspots.Grayopensquares:125 one-degree gridscoveredby the Myershotspots(see methods).Red squares:125 cells coveredby the redefined hotspots(cellswith highestproductof range-sizerarityand meanhumanfootprintper cell). Blackdotsrepresent125 firstcells (compare Table1) of a near-minimum-cost areaset (Williams,2002, the entirenear-minimum-cost set is illustratedin Fig. 2B). B. Range-sizerarityper one-degreegridcell. This measurecombinesthe valuesforrichnessandthe rangesizes of the species occurringin each cell. It is calculatedas the sum of the inverserangesizes per cell (Williams,1996). Volume 91, Number 4 2004 Kuper et al. Africa's Biodiversity Hotspots 529 Figure2. B. (Continued) Notethatmanyspecies of mediumrangesize mayresultin a similarcell sTalue as one withfewerspecies of very smallrangesize. Blackdots mark422 cells thatformthe near-minimum-cost areaset for sub-Saharan plantdiversityin the dataset (Williams,2002). Thesecells representall 5985 plantspeciesin a set with near-minimum total humanfootprint.The figureshows Africa south of 17QNlatitudewith grey backgroundlines indicatingnationalboundaries. 530 Annals of the Missouri Botanical Garden footprintper cell so thatroadsor populatedplaces close to relativelyintactareasdo not dominatethe valuesforthese cells. Fromhereon, meanfootprint [er cell is referredto as "humanfootprint." mulativerange-sizerarity."The parameterstested wereconsideredto be the best measureof ally set of areas to fulfill the origillalaims of the Myers hotspots. Il)k,NTIF\-INC HOTSPOTS ON THE BASIS OF OUR HOTSPOTS AS CONSERVATION PRIORITIES? DATA The Myershotspotsare promotedas a network of areas suitableto "protectthe most species per dollarinvested"(Myerset al., 2000). This resembles the goal of recentlyappliedheuristicselection algorithmsforseekingnear-minimum-cost areasets (Gaston,1994). The lattertype of area sets represents each species at least once, but tendsto minimize the hypothetical"costs"of potentialconservationactionsby choosingcells with,for example, least humanimpact (Balmfordet al., 2001; Vlilliams et al., 2003), or at least cost (Mooreet al., 2004). The approachaimsto alleviateconservation conflictswherethereis scope for this (Lucket al., 2004). Technically,the algorithmfor near-minimum-costarea set countsthe numberof rarespecies in each cell (aftertakingfloristiccomplementarity with previouslychosen cells into account) and then divi(les the diversityscore for each cell by the humallfootprintvalueof the respectivecell. Such a near-lllitlimum-cost areaset was calculated on the basis;ot the same parametersused for the hotspotsanalsses. Wethen selected the 125 cells having the highest benefit-to-costratio and contrastedthem with the Myershotspotsand the redefinedhotspols(Table1, Fig. 2A, B). (i) Range-sizerarityand humanfootprintwere normalizecl to a percentageof theirmaximumvalue, so that they are bothequallyscaled. (ii) To rel)resenta measurethat best approximates the iXheat" of the Myershotspots,we then calculatedthe productof the value of footprintand range-sizerarity.This index, which combinesbiodiversityand humanimpact,does not fully reproduce the methodsof Myerset al. and is too simplistic to derive any detailed conclusions on {onservationpriorities.However,it is suitablefor tel)resentingthe degree of potentialconflict betweenthe conservation of diversityandpressureon lan(l us;eresultingfromexisting humanactivities (Fig. 1 comparemethodsused by Balmfordet al., 2001; l uck et al., 2004). Usingthe productensures that both Xange-size rarity all(l human footprint tilUSt 11ave(omparativelyhigh values to obtaina high cotubilledindexvalue. (iii) The 1713 sub-Saharancells were then rankedon the basis of the square-root valuesof the combinedindexfor each cell. (iv) The top 125 cells with the highest values wereselected.Vlechoseonly 125 cells so thattheir totalareaapproximates to the totalareaof the Myers hotspots.Fromhere on, the 125 cells selected on the basis of ourdatawill be referredto as "redefinec]hotspots"(Fig.2A). (M()MPAIUNGTHE PERFORMANCE OF THE TWO A1i'I'ERNATIVE SETS OF HOTSPOTS Althoughthe redefinedhotspotscover the 125 cells with the highestproductof range-sizerarity alld human footprint,this does not necessarily meanthat they mustinclude morerarespecies in total, or indeed a largerproportionof the species' rangesthando the Myershotspots.Tocompareboth sets of hotspots we applied three tests: (i) How manyspecies are included?(ii) Howmanyspecies belongingto the quartileof species with most-restrictedranges (see Gaston,1994) are included? (iii) MIhichproportion of the rangesof the sub-Saharanplantspecies is covered?The lattermeasure is calculatedby summarizing the values of rangesize rarityfor all cells includedin each set (analogous to the C-valueof Ikier& Barthlott,2001). Fromhere on this measureis referredto as "cu- RESULTS Thereis a su})stantial spatialoverlap(Figs.1, 2) betweenthe Myershotspotsand the redefinedhotspots identifie(lon the basis of our data.The top 17 redefinedhotspotcells are includedin the Myers hotspotsas well. A total of 60 out of the 125 cells coveredbYthe Myershotspotsare also identifiedas redefinedhotspots. The 125 cells in the Myers hotspotsinclude 3841 of the 5985 sub-Saharanplant species representedin our database(Table1). Fifty-twopercent of the species belongingto the quartileof species with most restrictedranges are included. Cumulativerange-sizerarityfor all cells is very high, with 39% of the maximumcumulativevalue for all 1713 sub-Saharan cells. The averagehuman footprintamongthe 125 cells is 24.32; similarvalues are measuredin cells coveringcities such as Kigali,Kisangani,or Bloemfontein.Valueshigher than 30 are characteristicof metropolitanareas such as Durban,CapeTown,Dar es Salaam,Abidjan,and Douala. . 531 Kuper et al. Africa's Biodiversity Hotspots Volume 91, Number 4 2004 TalDle1. Comparative performances of three area sets of equal size to cover the sulz-Sahalancenters of plant diversity.The followingsets are compared:the hotspotsas definedlDyMyerset al. (2000),a redefinedset of hotspots identifiedon the lDasisof distrilDution datafor 5985 plantspecieseand a near-ninimum-cost alea set on the lDasisof the samedata.In orderto comparethe setseall havelDeenrescaledto a one-degIeelDasedgridof 1713 cells coveIing Africasouthof 17°N latitude.The comparisonis lDasedon four criteria:(i) osFerall numlDer of species covered;(ii) nwallDer of restrictedrangespecies covered;(iii) cuIaltllative rallge-sizeIarityfor the includedcells; and (iv) human footprint(sumand averageforthe includedcells). Percentagesindicatethe proportion of the Iespectivetotalsaluesfor sulz-Saharan Africa.Theplantdatastemfromthe Biogeographic Information Systemon AfricanPlantDiveIsity(BISAP) representing of the species of the sub-Saharan Africanflora.Note thatthe aim of hotspotsets is to cover the mostthIeatenedcentersof plantdiversity(represented lDyhighvaluesforlDoth plantdis-ersity andhumanfootprint), whereasthe near-minimum-cost areaset seeks to coverall species in cells witha humanfootprintas low as possilDle. 1064-156iTC Sulz-Saharan Africa Total One-degreecells 1,713 All species 5,985 Restricted-range species 1,540 Range-sizerarity(SUnl) 5,985 Humanfootprint(sutn) 33,965 Humanfootprint(asTerage) 19.8 MyersHotspots Total 125 3e841 802 2,354 3,040 24.3 Howeverthe Myershotspotsexcludesomeof the cells with very high range-sizerarityand human footl)rintand converselyinclude othercelle;with eoml)aratively low values for range-sizerarityall(l humanfootprint(Figs. 1 2). In totale65 cells of the re{lefinecl hotspotsdo notc oineide withthe Myels hotspots(*ieel)elow). In an alea of apl)roximately the salnesize as the Myelshotspotstthe redefinedhotsl)otsillelucle15¢Sc mole of all species and 11%mole of the rareslecies occulling in ourdatabasesfol sub-Saharall Africa (Table1); in totaltthat is about80% of the species includedin our databases.Moreovel;they covera 25.5Wohighercumulativerange-sizerality than the Myershotspots and they do so in areas thatare characterizedby a 12.5%highertotalhumantootpllnt. The redefined hotspots overlap with regional centersof plantdiversitynot coveredby the Myers hotspots(Fig. 2A, B). In sollthernAfrica these are mainlycells in Maputaland, Pondoland,Barberton Sekhukhuneland,and Soutpansberg.In Katanga, the ZambeziSourceArea,Kundelunguand Upemba NationalParkare important.In easternAfrica the ChimanimaniCentre, Mt. Mulanje,a large block of cells in the AlbertineRift includingthe Kivu area,the Ruwenzoriand VirungaVolcanoes, Bwindiforest, Mt. Elgon, Mt. Kenya,as well as otherareaswith Afromontane or Afroalpinevegetation mainly in Kenyaare amongthe redefined hotspots(Fig. 2). The same is truefor cells in the lowerGuineaforestblock,includingpartsof southeastern Cameroonand the area between Crystal Cjtc, 7.3 64.2 52.1 39.3 RedefinedHotspots Near-minimum-cost set Total 125 4,759 1,011 2e955 3,420 27.4 Cjto 7.3 79.5 65.6 49.4 Total 125 5,196 1e155 2e603 2,215 17.7 Cjtc, 7.3 86.8 75 43.5 Mts. and the coast in Gabon!the Mayombecenter of plantdiversity.These areashavebeen identified as centersof plantdiversits})efore(fot example,in Brenan,1978; Beentjeet al. 1994; Olson & Dinerstein 1998; van W+k& Smith,2001). The 125 c ells selecte(l fol the neal-minilnum{ost area set for sul-Saharall[)lulltdiversityhavTe an ovellal)of 58 cells with the reclefinedhotspots (Fig. 2). The overlapis high })e{auseall regional c lusters of ledefined hotsl)otsc ontain cells with one-cellendertlics.Althoughthe algorithmseeks to avoid hotspotsand insteaclchose alternativecells with a low humanimpactethis ie;not possi}le for manycells becausethey are irreplaceable fol representationof their endemicsl)ecies. Even though the redefilledhotspotshave been delineatedon the basis of simplisticcriteriaand methods,the irreplaceabilityof a considerablepalt of theirareaimplies that they will play an importantrole in more complexand moreadequateprioritizingschemesthereare simplyno alternativesin manycases. However,the top 125 cells of the near-minimumcost area set include more species and more restricted-rangespecies thanthe Myershotspotsand the redefinedhotspots,even thoughthey includea set of cells with a much smallertotal and average humanfootprint.Bearingin mindthe limitedcomparabilityand simplifiedassumptionsof the algorithm,this result indicatesthat, instead of prioritizingall hotspotsas *'conservation areas?"thereis potentialto alleviateconservationconflictsin subSaharanAfricaby prioritizingareas with less hu- 532 Annals of the Missouri Botanical Garden manimpactfor conservation,such as, for example, taxa, manyof the newly redefinedhotspotswould a rainforestblock in centralGabon(see Fig. 2). certainlyhave an equal priorityin comparisonto the areascurrentlyincludedin the Myershotspots. The mostobviousdifferencebetweenthe Myers DISCUSSION hotspotsand the redefinedhotspotsis theirspatial A REDEES1NED SET OF SUB-SAHARANHOTSPOTS resolution,in particularfor the Afrotropical region. The Myershotspotscover64% of all plantspe- The distributionof the species within the Myers cies andmorethanhalfof the restricted-range plant hotspotswas not known,but in our study it was species includedin our databasefor sub-Saharan possible to optimizethe performanceof the redeAfrica. fined hotspotson a spatial scale of one degree. Althoughthis is an impressiveperformancefor Hence, severalcells withinthe hotspotshavebeen only 125 cells (7.3%of the total area),the rede- replacedby otherspreviouslynot considered. datalimits fined hotspotshave an even higherrepresentation The low resolutionof inventory-based of the threatenedsub-Saharan flora(Table1). This not only the spatialprecisionof the identification is mainlyclueto the fact thatsome importantcen- of centersof diversity,but also theircomparability. tersof plantdiversityunderhighhumanimpactare The Myershotspotsby definitiollhave to illelude not includedin the Myershotspots. at least 1500 endemic species per hotspot.This Severalof these areas have been mentionedby does not take intoaccountthe fact thatsomeareas Myerset al. (2000),buttheirinclusionin the Myers with high regional concentrationsof restrictedhotspotswasuncertaindue to poordataavailability. range species, such as the AlbertineRift, cannot These dataare nowavailableand stronglysupport match this thresholdbecause they are too small inclusion(see also Brookset al., 2002). Moreover, (Plumptreet al., 2003). Since the distributionof someof the sites havebeen identifiedas majorgaps the endemics within the Myershotspotswas not in the networkof protectedareas(IUCNcategories knownin manycases, priorityof hots,notswas deI-VI ,lus folest reserves)for threatenedand re- terminedby rankingthe averagenumberof endemstricle(l-Xallge Afrotropical plants(Burgesset al., in ics per standardarea.In contrast,taxon-baseddisl)ress). T his emphasizesthe urgencyto consider tributiondata can be used to compareany of the themill large-scaleconservationassessments. 1713 sub-Saharanone-degreecells enablingcomIn the Myershotspotsanalysiszoologicaldiver- parisonof areassuch as the centralpartof the A1sity served as "backupsupport"(Myers et al., bertineRift or the Maputaland Centerof planten2000). Patternsof plantandzoologicaldiversityare demismwithparts(notthe average)of the hotspots not necessarilycongruent.Thereare, for example, in VlestAfrica.In addition,insteadof onlyconsidobviousdifferencesin the importanceof the Vlest- ering the numberof endemicsand the threatper ern Capeor Kaokoveldin the diversityof restrict- area,taxon-baseddatacan providea varietyof aded-rangeplants comparedto birds or mammals. ditionalparameters, such as diversityat highertaxNonetheless,the majorityof cells now includedin onomic level or even phylogeneticdiversity,enthe redefinedhotspotsare centersof species rich- ablingcreationof a hierarchyof priorities. ness andendemismforanimalsas well. Thisis true for the AlbertineRift (Plumptreet al., 2003) in- TOWAIlD A NETWORK OF PRIORITY ARI"AS FOR cludingthe Kivuarea,the southwestern connection CONSERVATION of the EasternArc to the MbeyaRange,nearlyall The Myershotspotshad a veryimportant impact of the Afromontane areasmentionedabove,including Mt. Elgon, Mt. Kenya,and the Chimanimani as a pioneeringstudydemarcatingareaswhereonMts., some of the areas in northeasternSouthern going "mass extinctions"(Myers,1990) make it Africaand also Katanga(Burgesset al., 2004; Cot- most urgentto conservebiodiversity.In parallel, terill,in press).Range-sizeraritypatternsformam- theyhavebeen promotedalso as a networkof areas mals, snakes,and amphibians(Brookset al., 2001) suitableto "protectthe mostspecies per dollarinare verysimilar.In analysesthatarecurrentlymost vested" (Myerset al., 2000). At first glance this since the mostproblemcomprehensive forsub-Saharan zoologicaldiversity, seems to be contradictory manyof these areas have been classifiedas irre- atic areasfor conservationare unlikelyto be those is mostcost-effective.However, placeablein the contextof biodiversityconserva- whereconservation tion (Balmfordet al., 2001) but are inadequately our resultsindicatethat thereare indeedoftenno protected(De Klerk et al., 2004; Fjeldsa et al., alternativesto protectionof narrowlyendemicspe2004; Burgesset al., in press; Rodrigueset al., cies withincentersof humansettlementand inten2004). If we wantto base hotspotson this list of sive land use. The 125 cells identifiedas redefined Volume 91, Number 4 2004 Kuper et al. Africa's Biodiversity Hotspots 533 and hence cannotbe used to generate hotspotsareinhabitedby morethan80 millionpeo- plementarity ple (populationdata accordingto [RMIPE], 2002) prioritieson the basis of cost-effectiveness.Tomeet and the vast majorityof the areas of high plant targetsof initiativessuch as the GSPC,taxon-based endemismin sub-SaharanAfricaare characterized data are the key information.This includes inforby a very high humanfootprint(Fig. 1). Despite mationon species distributionsin areas that have their vicinity to metropolitanareas such as Cape so far remainedcomparativelyuntransformed beTown,Abidjan,Douala,and Dar es Salaam,and cause of difficultaccess and that tend to be undespitebeing oftencompletelysurrounded by con- dercollectedforthe samereason.Forexample?how vertedland, manysites of"remainingprimaryveg- many species in the heavily transformedhotspot etation"(Myerset al., 2000) withinhotspots(such aroundMonroviacould be efficientlyprotectedin as, for example,Tai and Banco NationalPark of the largely underexploredKrahnBassa National C6teD'Ivoire,TableMountainNationalParkof the Forestor Sapo NationalPark in southeasternLiRepublicof SouthAfrica,and the CoastalForests beria?Similarly,we do not yet knowthe potential of easternAfrica)areirreplaceabledue to the many of the undercollectedbordertriangleof Cameroon, restrictedrange species they contain.Due to this the Republicof Congo,andthe CentralAfricanReirreplaceability, a largeproportion of the areasde- publicforthe conservationof the lowerGuinearain lineatedin the Myershotspotscannotbe substitut- forestand its ecotones. ed for otherareas, even if the latterhad an even higherplantspecies richness.In our study,the re- PRIORITIES FOR A GLOBAI defined hotspots were constrainedby being the CONSERVATION STRATEGY same spatial size as the Myershotspots.Consegle see threeprioritiesfor the futureapplication quently,the inclusion of new areas formerlynot of taxon-baseddata in the contextof biodiversity consideredin Myershotspotsresultedin omitting conservation. The first prioritymust be to acquire others previouslyincluded. Moreover,a range of additionalareascouldnotbe includeddespitehav- these dataat a finerspatialresolution.If the current ing consi(lerablenumbersof restricteel-range spe- progressof data acquisitioncolltinues,it is likely cies and clespitebeing highly threatened.For ef- that before 2010 reliable clistributiondata for resofective conservation, inclusion of all areas plants will be availableat a quarter-degree containingclustersof strictendemicsis a millimum lutiollfor the majorityof the globallymostbio{livrequirement.For example,the Namil)clesertand erse ecoregions,a s;calewhich approachesthat at ari(lwoocllancls of northeastern Somaliaarealso key whichactualconservatiollaetionsareimplementecl. areasfor plant conservation.Moreover,in olelerto In particular,in additionto furtherexplorationof translatethe hotspotsconceptto conservationin the the hotspots,we urgentlyneecl better information field,floristicchecklistsof areaswithcomparatively on the biodiversityof remoteareaswithintactvegintact vegetationand, in particular,checklists of etationand of existing l)rotectedareas. A second existing protectedareas are needed in order to priorityis to combinebotanicaland zoologicalinquantifyhow many restricted-range taxa are al- formationto obtaina clear pictureof overallbioreadyprotectedso that conservationgaps can be diversity.There is some preliminaryevidence of determined.This will help Africancountriescom- concordantcentersof endemismamongmanydifply withinternational agreementssuchas the Glob- ferenttaxaparticularlyin geodiverseareassuch as al Strategyfor Plant Conservation(GSPC),which Afrotropicalmountains,and these areas should requiressignatoriesof the Convention on Biological have a high priorityfor conservationaction.Third, Diversityto assure protectionof 50% of the most the high resolutionbiologicaldataneed to be comimportantplant areasby the year2010 (Lovett,in paredwith socioeconomicinformationand remote sensingdataon habitatstatus.Inevitably,biodiverpress). Althoughmanyirreplaceablepartsof sub-Sahar- sity in largepartsof the redefinedhotspotshas alan hotspotsare in sites of high pressurefor alter- readybeen drasticallyreduced.The combinationof native land uses, there are also areas with high remotesensing and taxon-basedbiodiversitydata, range-sizerarityand a comparativelylow human therefore,seems to be a promisingavenueleading impact(Fig. 1). Theseareascouldcontributeto op- to identificationof those sites wherewe can protect timizing conservationefficiency and alleviating biodiversityin an efficientand sustainableway. conservationconflicts.However,the dataon which the Myershotspotsand the extremelybroadlyde- LiteratureCited fined"highbiodiversitywilderness"(Mittermeier et Balmford,A., J. L. Moore,T. Brooks,N. Burgess,L. A. Hansen,P. Williams& C. RahlDek. 2001. Integrating al., 2003) areasare baseddo not accountfor com- (2. S. Rudde G. Mittertneiet7 J. Taplin&T.C.M. Fritnodt-M011er. Brooks,J. D. Pilgrim7 2000. 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