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Influence of soil granulometry on average body size in soil ant assemblages : implications for bioindication.

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SupportedbyBotic´arioGroupFoundationforNatureProtection

www.perspectecolconserv.com

Essays

and

Perspectives

Influence

of

soil

granulometry

on

average

body

size

in

soil

ant

assemblages:

implications

for

bioindication

Cinthia

Borges

da

Costa-Milanez

a,∗

,

Jonathan

D.

Majer

b,c

,

Paulo

de

Tarso

Amorim

Castro

d

,

Sérvio

Pontes

Ribeiro

a

aLaboratoryofEvolutionaryEcologyofCanopyInsectsandNaturalSuccession,DepartmentofBiodiversity,EvolutionandEnvironment,ICEB,UniversidadeFederaldeOuroPreto,

CampusMorrodoCruzeiro,M.G.,Brazil

bSchoolofBiologicalSciences,UniversityofWestern,Perth,Australia

cDepartmentofEnvironmentandAgriculture,CurtinUniversity,Perth,Australia

dDepartmentofGeology,UniversidadeFederaldeOuroPreto,CampusMorrodoCruzeiro,M.G.,Brazil

a

r

t

i

c

l

e

i

n

f

o

Articlehistory:

Received29November2016

Accepted31March2017

Availableonline26June2017

Keywords: Mining Rehabilitation Veredas Wetland Soiltexture

a

b

s

t

r

a

c

t

Soilgranulometriccompositioncanimposeconstraintsonantspecieslivingingroundhabitats,being animportantfactorindefiningthehabitattemplet,whichdescribeshowcertainanimallifehistories, includingthetraitofbodysize,canbeselected.Theantfaunaplaysacentralroleinsoilformation,and avastliteraturedescribessuchinfluence,butnottheconverse.Alongwithtermites,wormsandother invertebrates,theseorganismspromotetheformationofchannels,pores,andaggregatesthatinfluence gasesandwatermovingthroughthesoilprofile.Ontheotherhand,itisimportanttounderstandwhether soiltraitsconstraininsectcolonization,sowehereaskhowsoiltraitscaninfluencenichespecificities, whichseemstobeaneglectedecologicalissue.Aliteraturesearchusingthekeywords‘antsorFormicidae’ and‘soilstructureorpedogenesis’revealednumerousreferencesdealingwiththeinfluenceofantsonsoil, butnotconversely.Weherepresentanovelgeomorphologicapproachtohabitattempletsfortwodistinct riparianNeotropicalecosystems,basedontheamalgamationofsoil/sedimentanalysiswithecological processesandantspeciesbiology.Wefoundthatpredominanceoffinegrainsfavouredthepreponderance ofsmallantspeciesatathresholdof<5mminbodylength.Basedonthis,weproposetheuseofa quantitative,theoreticallysound,statisticalapproachtobioindication.

©2017Associac¸˜aoBrasileiradeCiˆenciaEcol ´ogicaeConservac¸˜ao.PublishedbyElsevierEditoraLtda. ThisisanopenaccessarticleundertheCCBY-NC-NDlicense( http://creativecommons.org/licenses/by-nc-nd/4.0/).

Introduction

SinceHutchinson’sclassicalconsiderationofevolutionasaplay performedintheecologicaltheatre(1965),ecologistshavetriedto incorporateanytypeofrolewithinthespeciesandforcingan adap-tativeexplanation,notalwaysvalid,totheirinteractions.However, whetherneutralandrandom(Strongetal.,1984;Hubbell,2001),or aproductofdirectionalevolutionaryforcesimposedby interspe-cificcompetition(CodyandDiamond,1975’sfirstandsecondrules ofcompetitionandcommunitystructuring),speciescomposition andspeciesrelativedensitiesarefingerprintsoftheenvironment. As such, species and population traits may lead to a practical use,namelybioindicating theexistenceofcertainconditions in ecosystemsortheirhabitats.It followsthatspecies community

∗ Correspondingauthor.

E-mailaddress:[email protected](C.B.Costa-Milanez).

parametersshouldreflectecosystemhealthandintegrity.The base-lineforthisapproachcomesfromSouthwood’s(1977)Presidential Address to the British Ecological Society, when he speculated whetherhabitatwouldbethe“templetforecologicalstrategies”. Inotherwords,heelegantlyexplainedhowhabitatsconstrainand definewhatkindofcommunitymustbefoundinthem,basedon speciesspecificities.

FurtherexploredbyGreenslade(1983),thehabitattemplet con-ceptwasusedtobetterexplainlifehistorydistributionsinnature, andwasrefinedtoasimplisticr-tok-toA(forAdversity)strategies triangle.Thistheoreticalframeworkshouldbeanobvious foun-dationfortheconceptofbioindication,sincebymonitoringwhat speciesarefoundincertainhabitats, onecouldprovide arapid diagnosisofimpactsonthesehabitats.Theabsenceofexpected species,orthepresenceofopportunistic,unexpectedspeciesare bothfactsrelatedtodisturbance,andthemonitoringofsuchspecies forbioindicationislikelytobecheaperandquickertocarryoutthan afullenvironmentaldiagnosis.

http://dx.doi.org/10.1016/j.pecon.2017.03.007

1679-0073/©2017Associac¸˜aoBrasileiradeCiˆenciaEcol ´ogicaeConservac¸˜ao.PublishedbyElsevierEditoraLtda.ThisisanopenaccessarticleundertheCCBY-NC-NDlicense

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Despitethispromisingidea,theprinciplesofthehabitat tem-plethavenotbeenwidelyadoptedasbaselineforappliedstudiesof speciespopulationsorcommunities,exceptinthecaseofbenthic aquaticfauna(MarquesandBarbosa,2001;Marques,2004).There aretwopossiblereasonsforthis.Ontheonehand,theideaofa habitattempleterroneouslyassumesconstancyintheabiotic con-ditions,anddoesnotconsiderthecountereffectof,forinstance, howaspeciescanchangethehabitatduringnaturalsuccession. Neitherdoesitconsiderwhichspeciescausethemostdefinitive changesinhabitatconditions(Jonesetal.,1997).Weacknowledge thatthedifficultyofobtainingdataonabioticandbioticmatching conditionsrendersadirecttheoreticalapproachlesspalatablefor appliedecologists.Still,noneoftheseimpedimentsshouldhinder attemptstoincorporatethehabitattempletconceptinto bioindi-cationprocedures.

Membersofthesoilfaunaareamongthemostdiverse com-ponents of an ecosystem (Vargas and Hungria, 1997). The soil macrofauna,includingants,spiders,termites,earthwormsand oth-ers(Bachelier,1978;Berthelinetal.,1994;Lavelleetal.,1994)are representativesofkeyfunctionalguilds.Throughdigging,foraging, buildingnests,galleries,chambersandcorridors,ortransporting excavatedsoilmaterials,theyredistributeorganicandinorganic matteracrossthesoilprofile.Itfollowsthatthemacrofaunacan beusedasabioindicatorofsoilquality,sinceitplaysan impor-tantroleintheregulationofpedogeneticdevelopment(Brussard, 1998).

Likewiseinaspecies-engineering(Jonesetal.,1997)ora habi-tattemplet(Greenslade,1983)approach,ants,amongstalltaxa, oughttobetakenintoaccountwhenconsideringsoiltraitsthat selectspeciesoccurrence.However,soilfaunaisnotalways consid-eredinstudiesofsoilbeyondadescriptionofcommunitypatterns (Andersen andMajer,2004).Indeed,asfarasweknow,beyond ourworkonlyYanoviakandKaspari(2000)consideredantspecies traits(namelybodysize)basedonhabitattempleteffectson com-petitionbetweenspecies.Notwithstandingthis,invertebratesare widelyusedinimpactandenvironmentalrestorationstudies, espe-ciallyinabioindicativeapproachtohumanimpacts(Abbottetal., 1979;Majer,1983;Pérèsetal.,2011;Simmonsetal.,2015).

Weherereviewdisturbanceinsoilstructureandtheusageof antassemblagesasbioindicationtoolsfordiagnosingchangesin habitats.Then, we illustratetheuseofsuchanapproach using twoBrazilianexamplesofantassemblageresponsetosoilimpacts. Finally,wediscusstherelevanceofadoptingatheoreticalapproach forappliedsoilecologystudies,basedontheassumptionthatsoil granulometryisakeyhabitatfilter,andthusacomponentofthe habitattempletforsoilfauna.

Disturbanceandsoilstructure

Thesoiloriginatesfromrockdegradingprocessesorstructural rearrangementofapreviouslytransformedmatterthatcomposes theearth’ssurface(Castro,2008).Thesechanges arecaused by chemical,physicaland biologicalfactorsthatinfluencetherock matrixandcausesoilhorizonshaping,andthus,heterogeneitydue tovariationsinmineralogicalcomposition,colour,texture,and/or structure(BeljavskisandJuliani,1986).

The mineralportionof the ground is composedof particles of various dimensions and arrangement in space. These sands, mudsandgravelscompriseindividualparticlesthat,along with organicmatter,airandwater,constitutewhatweknowas‘soil’. Determiningthegranulometricdistributionof sizeand propor-tionsofconstituentparticlesisthebasisforaccuratedescription ofsoils.Thesetraitsdirectlyaffectphysicalprocessestakingplace in soil, such as transport and deposition, porosity and perme-ability(Suguio,1980).It isthroughknowledgeofgranulometric

distributionthatonecaninferaboutthepotentialforcompaction, aeration,transmissionofheat,infiltrationandwaterdistribution insoil(Prevedello,1996).Soiltraitsrelatedtowaterretentionand nutrientavailability toplantsaremajorcomponentsofedaphic stratification(Silvaetal.,2005)andareessentialforthediagnosis ofsoilfunctioningaswellaseffectsofdisturbance.

Variousdistinctsoilfeaturesmayappearafterdisturbance.Soils thathaverecentlybeenexposedorimpactedbyactivitiessuchas miningmayhaveahighinfiltrationcapacity,sincetheirgrain struc-turebecomesdisarranged.However,ifexposedforalongperiod, soilaggregatesarebrokenupbythekineticenergyofraindrops whentheytouchthesoilsurface.Theseseparatedparticlesmay formadensecrustafewmillimetresthickonthesoilsurface, fur-therreducinginfiltrationofwater,transmissionofheatand gas exchangebetweensoilandatmosphere,andalsoimpacting nutri-entcycling(Al-DurrahandBradford,1982;LeBissonaisetal.,1989). Thecompactionprocessresultsindecreasingroughnessand vol-umeofmacropores,thusincreasingthedensityofthesediment (Leiteetal.,2004).Soilmacro-andmicronutrientsatthesurface becomeblockedbythethinand compactcrustandwillnot be washed downtothedeeperlevels.Due tothis process,during therainyseasonnutrientsareleachedandovertimetheprocess mayresultinsoilnutrientimpoverishment,whichleadstoslow orstagnatednaturalsuccession,anissuethatmayimpedehabitat restoration.

In disturbed areas, ants contributeto soil recovery, as they promote changes in chemical and physical properties, making soilsricherin availablenutrientssuchasnitrogen,phosphorus, potassium,magnesiumandcalcium(CarlsonandWhitford,1991; Wagneretal.,1997;Lafleuretal.,2005).Furthermore,theymix soilgrainsbythebioturbationprocess(Hole,1961;Lavelle,1993; Pielström and Roces, 2013). The galleries formed by ants are particularlyimportantinenvironmentalrecovery,evenafterthe colonyhasbeenabandoned.Thenetworkofgalleries(orbiopores) connecting nest chambers has a significant influenceon water infiltration,onsoilaerationprocessandonrootpenetration, par-ticularlyinareaswheretheupperlayerofthesoiliscompacted (LobrydeBruynandConacher,1994;Nkemetal.,2000).In ecosys-temrehabilitationprojects,suchasafterminingorothersevere typesoflongtermdisturbance,antsoccupyanimportantroleinthe regulationofvitalprocessesinsoil,creatingchannels,pores,and aggregates(Coutinhoetal.,2003;Lavelleetal.,2006),increasing fertilization(Wuetal.,2013)andcausingprotectionfromerosion (Hawksworth,1991;Doranetal.,1994).

Bioindicationbyants

Changes in natural habitats maybe detectedby monitoring bioindicatorspeciesorfunctional guilds,which consistofthose populations(orassemblagesofspecies)thatreflectthe conserva-tionstatusofthebioticandabioticenvironment.Inotherwords,a taxonomicbioindicatorgroupcanreflectchangesinimpacted habi-tats,communitiesorecosystems,astheirecologicalrequirements change.Themoretheyarerepresentativeofoverallcommunity diversityandofdistinctecologicalfunctions,thebetterindicators theyare(McGeoch,1998).Antsareconsideredexcellent bioindica-torsbecausetheyareanextremelyabundantgroup,withrelatively highnumbers of speciesthat are taxonomicallytreatable, with many specialist species occupying different trophic levels and niches,andmanyofthosespeciesreactpromptlytochangesin theenvironment(Majer,1983).Antdiversityisinfluencedbythe diversityanddensityofplantspecies(Bassetetal.,2012;Queiroz etal.,2013),vegetationphysiognomy(especiallystratification–

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temperature,humidity,andsoilcomposition(Cardosoetal.,2010; Costaetal.,2010;Philpottetal.,2010).

Theconceptofbioindication,though,hasnotbeenconsidered inrelationtootherecologicaltheories,someofwhichareessential fordefiningaproperroleofspeciesinacommunity.Inorderto reachabioindicativeconclusion,onemustdelimitacertainsetof habitatconditionsintowhichseveralnichescanbeaccommodated, thusproducingatempletofhabitatswherecertainspeciesshould befound(Southwoodetal.,1974;Greenslade,1983;Yanoviakand Kaspari,2000).Forinstance,thelackofexpectedspeciesor func-tionalguildsprobablyindicatessomeunperceivableimpactthat mayhaveremovedthosespeciesfromtheirpositioninthe tem-plet.Hence,not justtohavesomespecies, buttohave themin greaterorsmallerdensitiesthanexpected,ortobenotthereatall, arewaystocharacterizeanimpactedecosystem.

Furthermorethough,itisnecessarytoconsiderthefunctional roleofthesespeciesandguilds.Ants,forinstance,serveperfectlyto illustratetheconceptofengineerspecies,ascoinedbyJonesetal. (1997).Thesequalitiesas‘engineers’makeantassemblages impor-tant componentsfor buildingbioindication tools.In this sense, soil-dwelling ants ought tobe considered when attempting to understandsoil protectionor restoration after impacts suchas thosecausedbymining.Morethanjustreflectinggoodorbad con-ditionswithinahabitat,antswillchangesoilhabitatsintoabetter successionalstate,andthusarealsopredictablecausesofchanging directionsinthequalitativestateoftheecosystem.

Manystudieshaveusedantsasbioindicatorsofnatural suc-cessionafterhumanimpacts,suchasmining(Majer,1983,1984; MajerandNichols,1998),soilcontaminationbymetals(Ribasetal., 2011),establishmentofEucalyptusmonocultures(Costa-Milanez etal.,2014),ornaturalimpactsincludingfireinthecerrado,which hasincreasedinfrequencyoverrecentyears(Frizzoetal.,2012; Cautetal.,2014;Andersenetal.,2014;Calcaterraetal.,2014;Anjos etal.,2015;Costa-Milanezetal.,2015).However,mostofthese studieshavenotdealtwithhowthegrounddwellingant assem-blagesareaffectedbyimpactsonsoilphysicaltraits,suchastexture. Thenextsectionexploreswhatispresentlyknownonants’species responsestosoiltraitsinnaturalconditions,andpresentsourmost recentresultsonhowsubtlesoilchangescausedbyimpactscould beassessedbasedonsoilantspeciesrelativedensities.

Howsoilmodificationcanaffectantassemblages

Twoof our studies, one in riparian vegetationimpacted by dredgingintheJequitinhonhaRiverbasin, andtheotherinthe ‘veredas’wetlandsintheBrazilianSavanna,haveinvestigatedhow soilgranulometricdistributionafterdisturbanceaffectsthe pres-enceofants.(Costaetal.,2010;Costa-Milanezetal.,2014;PhD unpublisheddata). Inboth studies,wefoundasignificant posi-tiverelationshipbetweentheproportionoffineandveryfinesand grainswiththedensityofsmallants(antspecieswithabodysize smallerthan5mm).Here,wedeveloparationaletosupportthe hypothesisthatantbodysizeisalifehistorytraitthatislikelyto beusefulforthebioindicationofsoilqualityandecological succes-sion.

Soilantnestandsubterraneangalleryconstructionare influ-enced by the ability to extract soil particles with the ant’s mandibles, legs and psammophore (in some members of the Dolichoderinae,FormicinaeandMyrmicinae),astheycarrytheload takenfromthesoiltoanotherplace(Fig.1D).Camponotus punc-tulatusMayr1868,forexample,canrelocate2100kgha−1ofsoil duringtheconstructionprocessofitscolonymounds(Folgarait, 1998),andAttasexdensLinnaeus1758constructsitsnestoveran areaofapproximately100m2,occupyingavolumeof23m3,with

almost40tonnesofsoil(Autori,1947).

However,iflarge-bodysizedsoilants,suchasC.punctulatusand A.sexdens,arefavouredbycoarsegrains,thesamemaybenottrue forsmallsizeants,unabletomanagelargefragments.Ontheother hand,byhavingverysmallbodysizes,someantspeciescould bene-fitbytheirpotentialabilitytocollectsomehard-to-findresources, aswellastohidefromharshmicro-climaticconditionsin shel-tersfoundamongtheinterstitialspacesofasandy,veryfinesoil (KaspariandWeiser,2007).Besides,duetofinesoilconstraining traitsagainstthepresenceandmovementoflargeantspecies,this veryspecifichabitatcomponentmayresultinanenemy-freespace tothesmallantspecies.

Thesoilisnormallycoveredwithleaves,twigsandother obsta-clesthatcanleadtotheformationofacomplexthree-dimensional environment(YanoviakandKaspari,2000).Antswithlargebody sizescancrossobstaclesmoreeasilythanantswithsmallbody sizes,andthelattermayeventuallychoosetomaketheirjourneys throughthesubterraneaninterstitialspaces.Therefore,largeants usuallyrecruitforforaginginthelitter,whilesmallantsrecruitfor foraginginthechannelsbuiltinthegroundandunderneaththe litterfoundincertainhabitats(Costaetal.,2010).

Therelationshipbetweensoiltextureandantbodysizenotonly influencestheprocessofnestfoundationandestablishmentin cer-tainsoiltextures,asdiscussedinKaspariandVargo(1995),butalso influencesthesurvivalrateofcolonies.Soilswithahighclay con-centrationhavehighercapacitytoretainwater,reducingtheriskof desiccationofants.Intheearlystagesofthecolony,desiccationis oneofthefactorsthatresultsincolonymortality(Johnson,2000). IntheJequitinhonhaRiverstudy(Costaetal.,2010),whichwas undertakeninatransitionalareafromBraziliansavanna(cerrado) to semi-arid deciduous forests, the region also contains semi-deciduousforests(Fig.1Aand B).A diamond miningcompany dredgedthebedandbanksoftheupperbasinoftheRiverover adistanceof11km.Beforedredgingthesedimentbed,thesurface soilwassavedfor lateruseinrestoration. Riverbanksare cov-eredwithseveralnativetreeandshrubspecies,suchasPilosocereus gounellei(xique-xique),Acaciaalata(acacia),Tabebuiachrysotricha (ipê amarelo) and Solanumsp., amongst others (Ribeiro, 2002). Between1991and1995arestorationprojectwasimplemented inthestudyareaand10yearslaterweselectedsevenlocations withintherestoredsitesandtwoundisturbedareas(controls)to investigatetheeffectofsedimentarygrainsizeonantspecies diver-sityand abundance.AntsamplingwasconductedinApril2005, usingthreemethods,namelybaits,pitfalltraps,andhand collec-tions.Anincreaseintheproportionofsmallantspeciesof5mmor lessbodylengthwiththeincreaseinpercentageoffinegrainsin thesedimentwasobserved(Fig.2A–TableS1).Thisrelationship veryneatlyexplainedthedisproportionateoccurrenceofworkers ofsmallspecies,suchasDorymyrmexpyramicusRoger1863,but thepredominanceoffinegrainsdidnotexplainoverallantspecies richnessandabundance.Dorymyrmexpyramicusistypicalofopen environments,impactedareasandislesssensitivetohuman dis-turbance(Santosetal.,1999;Costaetal.,2010).Thezoneswhere this species dominated had a slow rehabilitation recoveryrate becauseof theirproximitytoJequitinhonhariver,which suffers fromthedirectinfluenceoffloodsduringtherainyseason(Costa etal.,2010).Theeffectsoffloodingweresignificantbutwerealso confoundedbytheunderground waterlevel,whichmayinhibit treerootdevelopmentandantcolonization.

Thisresult highlights a problemin the restoration methods usedafterdredging.Therelocationofalluvialsedimentsresulted inlargechangesinsoilgranulometricmakeuptoastatethatwas quitedifferenttohow it wasbeforethe dredging(Costa etal., 2010).Mostofthegrainsin therestorationareawerebetween 0.2and0.06mm(finesandandveryfinesandclasses)andwere largelycomposedofquartz.Thevariationinantspeciesamongthe studiedareascouldindicateadifferentiationinthedistributionof

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Fig.1.SectionfromtheJequitinhonhariverinrehabilitationpostmining(A),rehabilitationareaneartocerrado(B),veredawith5-yearoldEucalyptusplantation(C)and

Attasexdenscarringsoilgrainswiththemandible(D).

resourcesandhabitatstructure,whichconformstooursuggested habitattemplet-nicheresponsepattern(Southwoodetal.,1974; GreensladeandGreenslade,1984;YanoviakandKaspari,2000).In particular,granulometriccompositionandsoilstructureseemsto favourforagingandnestingbydifferentsizedants(Farji-Brener etal.,2004).Becauseofthis,ifcertainsoilconditions constrain antcolonization,anegative feedbackprocessmay resultinthe furtherstagnationof succession.Examplesof antsfoundinthe studythatwereabsentinsoilswithsubstantialaccumulationof fine sand quartzes include Atta sexdens rubropilosa Forel1908, NomamyrmexesenbeckiiWestwood1842,andEctatomma permag-numForel1908.BothA.sexdensrubropilosaandN.esenbeckiiwere sampledinundisturbedareasandtheformerspeciesrequiressome preservedandstructuredsoiltomaintainthecolony(Moutinho etal.,2003).Furthermore,itformsthemaindietarycomponentof N.esenbeckii,whichisasubterraneanspecies(SouzaandMoura, 2008).Ectatommapermagnumisanaggressiveepigaeicpredator thatbuildssmallnestsinsoil(Brandãoetal.,2012).Thenesting behaviouroftheselargeantsisunderground,sotheproportion offinegrainsandthefactthatgroundwaternearthesurfacemay notfavourcolonizationistheseenvironments,thusimpedingthe developmentofamorecomplexfoodweb.

Intheveredaswetlandsstudy,Costa-Milanezetal.(2014) inves-tigated theresponse of antspecies to changes in wetland and cerrado‘sensustricto’soilafterintroductionofEucalyptus monocul-ture.TheBraziliansavanna(cerrado)wetlands,socalledveredas, areheadwatersofshallowdrainages.Thisecosystemisformedon sandysoilswithhighconcentrationsofpeat(Eiten,1994; Alencar-Silvaand Maillard,2007), andis composedof soilsofveryfine particlesizewhichiswellstructuredandchannelledduetolarge amounts of decaying organic matter. These characteristics cre-atewet,blacksediment thatiscolonizedbyhydrophilicgrasses (Fig. 1C). However, during the years 1970–2000, 44% of natu-ral Brazilian savanna, including that surrounding veredas, was

replacedbyEucalyptusmonocultureplantations.Suchplantations tend toworsen thelocal water deficit,soil fertility and pH,as wellasdecreasingnativefaunabiodiversity(Souzaetal.,2006; AlcidesandPereira,2007).Thefieldworkwascarriedoutintwo reasonablywell-preservedveredas(controllocations)andintwo disturbedveredas(modifiedlocations:onesurroundedbya3-year oldEucalyptusplantationand othersurroundedbya 5-yearold Eucalyptusplantation).AntsamplingwasconductedinMay2010 (dryseason) usingthree methods, namelybaits(soiland arbo-real),pitfalltraps(soilandarboreal),andhandcollections.Inour study,therewasaclearcontrastbetweenareaswithgreater pro-portionsofcoarsegrainsoil(inwetlands)versusareaswherefine grainsnaturallyoccur(finesandandveryfinesand),suchasin Eucalyptusandcerradohabitats(Costa-Milanezetal.,2014).Here, asignificantpositivecorrelationwasfoundbetweenthedensity of small antspecies in areaswhere theproportion of fineand veryfinegrainswasdetected(Fig.2B–TableS1).This relation-shipexplainedtheoccurrenceofsmall,oftenaggressivespecies inthecerrado,suchDorymyrmexjheringiForel1912and Solenop-sisinvictaBuren1972,alongwithadisproportionateoccurrence ofPheidolegertrudaeForel1886intheEucalyptushabitats. Appar-ently,thenaturalgranulometriccondition,whichisatempletfor smallants,couldbedisturbedafterplantationestablishment,thus intensifyingitsfilteringeffectontheantspeciesassemblage.This modification allowedlargecolonies of the mostaggressive ant species, suchasSolenopsisinvicta and LinepithemahumileMayr 1868,tocolonizetheseareaswhich,asaresult,lowerantspecies diversity.

The whole process of preparing the plantation promotes changesthatmaybefavourableforsomespeciesbutnotforothers. Antsofapproximately5mminsizeorlesswerefavouredinareas withahigherproportionoffinegrains,asexemplifiedbyP. gertru-daeintheEucalyptushabitat.Overtofouryearsofstudy,69%of sampledantsbelongedtothegenusPheidole.Thesmallbodysized

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A

1 0.8 0.6 0.4 0.2 0 75 65 55 45 35 25 0 10 y = 0.005x + 0.2769 R2 = 0.2058 y = 0.3285x + 37.528 R2 = 0.5233 20 30 40 50

Percentage of fine sand sizes

Percentage of fine sand sizes

Proportion of ants species size

5 mm

Proportion of ants species size

5 mm

60 70 80 90 100

0 10 20 30 40 50 60 70 80 90 100

B

Fig.2. Simplelinearregressionontheproportionofantspecieswithbodysizeupto5mmasafunctionoftheproportionoffineandveryfinesandgrainson(A)riparian

vegetationimpactedbydredgingintheJequitinhonhaRiverand(B)veredaswetlands.

antspeciesofthisgenusnestindiverselocations,includingsoil, litterortrunks,andhavelargecolonieswithmassiverecruitment (Lizidatti,2006).Allofthesecharacteristicsmakethemeffectivein colonizingvacanthabitatsandexcludingcompetitors.Indeed,the dominanceofthis specieswasdisproportionate,indicatinghigh disturbance.

In contrast,some authorshave foundthat wetland habitats hadless finegrainsdue totheaccumulationoforganicmatter. Theorganicmaterial makesthesediment/soillumpy, maintain-ingthemoistureinthespacesbetweenthegrains.Thesegranules formagglomeratesbytheprocessofagglutination,orby contrac-tion/relaxationofsoilmuds.Curiously,inmorematureEucalyptus monocultures,thesoiltendstoevolveintothisdirection,andthis processisfurtheraccentuatedbythereductioninthegroundwater level,whichresultsinmoreandbiggeragglomerates(Viana,2006; Melo,2008).Asaresult,plantationsestablishedoncerradosoilswill endupwithastructuremostunlike,andcoarserthantheoriginal. Afterasubstantialperiodoftime,thenumberofsoilantspeciesand theaverageantsizemayincreaseinEucalyptusplantationsbut,in thiscase,thisindicatesafurthersoilchangetowardsaevenmore distinct,althoughmorediverse,habitattemplet.Thepossibilityof usingthesameassumptions ofniche-habitatadjustmentsbased onthehabitattempletmodeltodetectnovelecosystemsseems toustobeanevenstrongerargumentinfavourofestablishing aserioustheoreticalfundamentwhileapplyingthebioindication concept.

Concludingremarks

Herewe havepresentedresultsfromtwoindependent loca-tions,sothegeneralitiesofwhatwearesuggestingneedfurther investigationinotherhabitats andPalaeo-regions(forinstance, Australasianantfaunamaynothavesuchsmallspeciesin oppor-tunisticguildswithdominantabundances,andRhytidoponeramay replaceBrachymyrmex).However,wesuggestthatacompleteor partialchangeinthesoil/sedimentparticlesizeisanimportant determinantoftheantspeciesdistributionpatterns,whichcould thereforebeusedasatoolforthebiomonitoringofdegradedareas, atleastforriparianandecotoneforest-freshwatercommunities. Further,thedatadiscussedheremayclarifythepotentialforusing antsasbioindicatorsinprocessesofchangeinsoiltexturein var-ioussituations, asdiverseasminingand plantingof Eucalyptus monocultures.However,it isimportanttonotethatthistool is fundamentallyecological,andisthereforequantitativeand the-oreticallysound.Animportantaspectfortheconstructionofthis analyticaltoolistheamalgamationofsoil/sedimentanalysiswith ecologicalprocessesandantspeciesbiology.Also,weseeanurgent needtoconsolidateadeeper,theoreticallysoundapproachtothe useofbioindication.Thisurgencyhasimplicationsforthe increas-ingunpredictabilityintheclimateandlandusechange.Likewise, quitespecifically for theMinas Gerais Statewhere these stud-ieswereconducted,thereisanurgencytoimprovebioindication toolsasaresponsetotherecentworstriverdisasteronEarth(the

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Samarco’smudfloodonthewholeDoceriverbasinuntilthesea), traversingthisandalsoEspiritoSantoState.

Conflictofinterest

Theauthorsdeclarenoconflictsofinterest.

Acknowledgements

WethankRodrigoFeitosaforidentifyingtheantssampledin thisproject.Twoanonymousreferees,plusGrazieliDueliandBrian Heterickimprovedthemanuscript.TheFinancialsupportforCB Costa-MilanezwasprovidedbyConselhoNacionalde Desenvolvi-mentoCientíficoeTecnológico,CNPq.SPRibeiroandPTACastroare grantedresearcherbyCNPq.IBAMAprovidedthecollectpermits.

AppendixA. Supplementarydata

Supplementarydataassociatedwiththisarticlecanbefound,in theonlineversion,atdoi:10.1016/j.pecon.2017.03.007.

References

Abbott,L.,Parker,C.A.,Sills,L.D.,1979.Changesintheabundanceoflargesoil

animalsandphysicalpropertiesofsoilsfollowingcultivation.Aust.J.SoilRes. 17,343–353.

Alcides,F.R.,Pereira,L.P.C.,2007.Considerac¸õesecológicassobreplantiosde

eucalipto.In:AnaisdoVIIICongressodeEcologiadoBrasil,23a28de

Setembrode2007,Caxambu-MG.1554.pdf.

Al-Durrah,M.M.,Bradford,J.M.,1982.Themechanismofraindropsplashonsoil

surfaces.J.SoilSci.Soc.Am.46,1086–1090.

Alencar-Silva,T.,Maillard,P.,2007.Delimitac¸ãoecaracterizac¸ãodoambientede

vereda:IOpotencialdasimagensRADARSAT-1.In:XIIISimpósioBrasileirode SensoriamentoRemoto.INPEAnais,Florianópolis,Brasil,pp.4751–4758.

Andersen,A.N.,Majer,J.D.,2004.Antsshowthewaydownunder:invertebratesas

bioindicatorsinlandmanagement.Ecol.Envir.2,291–298.

Andersen,A.N.,Ribbon,R.R.,Pettit,M.,etal.,2014.Burningforbiodiversity:highly

resilientantcommunitiesrespondonlytostronglycontrastingfireregimesin

Australia’sseasonaltropics.J.Appl.Ecol.51,1406–1413,

http://dx.doi.org/10.1111/1365-2664.12307.

Anjos,D.V.,Campos,R.B.F.,Ribeiro,S.P.,2015.Temporalturnoverofspecies

maintainsantdiversitybuttransformsspeciesassemblagerecoveringfrom

firedisturbance.Sociobiology62,389–395,

http://dx.doi.org/10.13102/sociobiology.v62i3.726.

Autori,M.,1947.Combateaformigasaúva.Biológico13,196–199.

Bachelier,G.,1978.Lafaunedessols,sonécologieetsonaction.Documentations

Tecnhiques38,Orstom,391p.

Basset,Y.C.,Cizek,L.,Cuénoud,P.,etal.,2012.Arthropoddiversityinatropical

forest.Science(NewYork,NY:Online)338,1481–1484,

http://dx.doi.org/10.1126/science.1226727.

Beljavskis,P.,Juliani,C.,1986.Manualdecoletadeamostrasemgeociências.In:

Geoquímicadossolos.SociedadeBrasileiradeGeologia.Núcleo,SãoPaulo,pp. 33–40.

Berthelin,J.,Leval,C.,Toutain,F.,1994.Biologiedessols.Rôledesorganismsdans

I’altérationethumification.In:Bonneau,M.,Souchier,B.(Eds.),Pédologie:2– Constituantsetproprietésdusol.Masson,Paris,pp.143–237.

Brandão,C.R.F.,Silva,R.R.,Delabie,J.H.C.,2012.Neotropicalant(Hymenoptera)

functionalgroups:Nutritionalandappliedimplications.In:Panizzi,A.R.,Parra, J.R.P.(Eds.),InsectBioecologyandNutritionforIntegratedPestManagement. EMBRAPA,BR,pp.215–236.

Brussard,L.,1998.Soilfauna,guilds,functionalgroupsandecosystemprocesses.

Appl.SoilEcol.9,123–135.

Calcaterra,L.A.,DiBlanco,Y.,Srur,M.,etal.,2014.Fireeffectonground-foraging

antassemblagesinnortheasternArgentina.J.InsectConserv.18,339–352,

http://dx.doi.org/10.1007/s10841-014-9642-8.

Cardoso,D.C.,Sobrinho,T.G.,Schoereder,J.H.,2010.Antcommunitycomposition

anditsrelationshipwithphytophysiognomiesinaBrazilianRestinga.Insectes

Soc.57,293–301,http://dx.doi.org/10.1007/s00040-010-0084-3.

Carlson,S.R.,Whitford,W.G.,1991.Antmoundinfluenceonvegetationandsoilsin

asemiaridmountainecosystem.Am.Midl.Nat.126,125–139.

Castro,S.S.,2008.Micromorfologiadesolos:Basesparadescric¸ãodelaminas

delgadas.2aEdic¸ão.Campinas-IG-DGEOeUFG–IESA.

Caut,S.,Jowers,M.J.,Arnan,X.,etal.,2014.Theeffectsoffireonanttrophic

assemblageandsexallocation.Ecol.Evol.4,35–49,

http://dx.doi.org/10.1002/ece3.714.

Cody,M.L.,Diamond,J.M.,1975.EcologyandEvolutionofCommunities.MA:

BelknapPress,HarvardUniversityPress,Cambridge,pp.545.

Costa,C.B.,Ribeiro,S.P.,Castro,P.T.A.,2010.Antsasbioindicatorsofanatural

successioninsavannaandriparianvegetationimpactedbydredginginthe

JequitinhonhaRiverBasin,Brazil.Restor.Ecol.18,148–157,

http://dx.doi.org/10.1111/j.1526-100X.2009.00643.x.

Costa-Milanez,C.B.,Lourenc¸o-Silva,G.,Castro,P.T.A.,etal.,2014.Areant

assemblagesofBrazilianveredascharacterizedbylocationorhabitattype?

Braz.J.Biol.74,89–99,http://dx.doi.org/10.1590/1519-6984.17612.

Costa-Milanez,C.B.,Riveiro,F.F.,Castro,P.T.A.,etal.,2015.Effectoffireonant

assemblagesinveredasofBrazilianCerrado.Sociobiology62,494–505,

http://dx.doi.org/10.13102/sociobiology.v62i4.770.

Coutinho,H.L.C.,Uzeda,M.C.,Andrade,A.G.,etal.,2003.Ecologiaebiodiversidade

dosolonocontextodaAgroecologia.InformeAgropecuário24,45–54.

Doran,J.W.,Coleman,D.C.,Bezdicek,D.F.,etal.,1994.DefiningSoilQualityfora

SustainableEnvironment.SSSASpecialPublication,USA,pp.244.

Eiten,G.,1994.Vegetac¸ãodoCerradoCerrado:Caracterizac¸ão,Ocupac¸ãoe

Perspectivas.In:PintoMN.EditoraUniversidadedeBrasília,Brasília, pp.17–73.

Farji-Brener,A.G.,Barrantes,G.,Ruggiero,A.,2004.Environmentalrugosity,body

sizeandaccesstofood:atestofthesize-grainhypothesisintropicallitterants.

Oikos104,165–171,http://dx.doi.org/10.1111/j.0030-1299.2004.12740.x.

Folgarait,P.J.,1998.Antbiodiversityanditsrelationshiptoecosystemfunctioning:

areview.Biodivers.Conserv.7,1221–1244.

Frizzo,T.L.M.,Campos,R.I.,Vasconcelos,H.L.,2012.Contrastingeffectsoffireon

arborealandground-dwellingantcommunitiesofaNeotropicalSavanna.

Biotropica44,254–261,http://dx.doi.org/10.1111/j.1744-7429.2011.00797.x.

Greenslade,P.J.M.,1983.Adversityselectionandthehabitattemplet.Amer.

Natural.122,352–365.

Greenslade,P.J.M.,Greenslade,P.,1984.Invertebratesandenvironmental

assessment.Environ.Plann.3,13–15.

Hawksworth,D.L.,1991.TheBiodiversityofMicroorganismsandInvertebrates:Its

RoleinSustainableAgriculture.CABInternational,Wallingford,pp.302.

Hole,F.D.,1961.Aclassificationofpedoturbationandsomeotherprocessesand

factorsofsoilformationinrelationtoisotropismandanisotropism.SoilSci.91, 375–377.

Hubbell,S.,2001.Theunifiedneutraltheoryofbiodiversityandbiogeography.

PrincetonMonographsinPopulationBiology.PrincetonUniversityPress, Princeton,NJ,pp.375.

Hutchinson,G.E.,1965.TheEcologicalTheaterandtheEvolutionaryPlay.Yale

Univ.Press,NewHaven,Conn,pp.139.

Jones,C.G.,Lawton,J.H.,Shachak,M.,1997.Positiveandnegativeeffectsof

organismsasphysicalecosystemengineers.Ecology78,1946–1957.

Johnson,R.A.,2000.Habitatsegregationbasedonsoiltextureandbodysizeinthe

seed-harvesterantsPogonomyrmexrugosusandP.barbatus.Ecol.Entomol.25,

403–412,http://dx.doi.org/10.1046/j.1365-2311.2000.00286.x.

Kaspari,M.,Vargo,E.L.,1995.Colonysizeasabufferagainstseasonality:

Bergmannsruleinsocialinsects.Am.Nat.145,610–632.

Kaspari,M.,Weiser,M.,2007.Thesize–grainhypothesis:domacroarthropodssee

afractalworld?Ecol.Entomol.32,279–282,

http://dx.doi.org/10.1111/j.1365-2311.2007.00870.x.

Lafleur,B.,Hooper-Búi,L.M.,Mumma,E.P.,etal.,2005.Soilfertilityandplant

growthinsoilsfrompineforestsandplantations:effectofinvasivered

importedfireantsSolenopsisinvicta(Buren).Pedobiologia49,415–423,

http://dx.doi.org/10.1016/j.pedobi.2005.05.002.

Lavelle,P.,1993.Faunalactivitiesandsoilprocess:adaptivestrategiesthat

determineecosystemfunction.Adv.Ecol.Res.27,93–132.

Lavelle,P.,Dangerfield,M.,Fragoso,C.,etal.,1994.Therelationshipbetweensoil

macrofaunaandtropicalsoilfertility.In:Woomer,P.L.,Swift,M.J.(Eds.),The BiologicalManagementofTropicalSoilFertility.JohnWileyandSons,London, pp.137–139.

Lavelle,P.,Decaëns,T.,Aubert,M.,etal.,2006.Soilinvertebratesandecosystem

services.Eur.J.Soil42,3–15,http://dx.doi.org/10.1016/j.ejsobi.2006.10.002.

LeBissonais,Y.,Bruand,A.,Jamagne,M.,1989.Laboratoryexperimentalstudyof

soilcrusting:relationshipbetweenaggregatebreakdownmechanismsand

cruststructure.Catena16,377–392,

http://dx.doi.org/10.1016/0341-8162(89)90022-2.

Leite,D.,Bertol,I.,Guadagnin,L.C.,etal.,2004.Erosãohídricaemumnitossolo

háplicosubmetidoadiferentessistemasdemanejosobchuvasimuladaI -Perdasdesoloeágua.R.Bras.Ci.Solo28,1033–1044.

Lizidatti,C.S.,2006.Biologia,arquiteturadeninhosecoletadesubstratosno

cerradoporformigascultivadorasdefungo,TrachymyrmexholmgreniWheeler

1925(Hymenoptera,Formicidae,Attini).Dissertation,UniversidadeEstadual

Paulista.

LobrydeBruyn,L.A.,Conacher,J.A.,1994.Thebioturbationactivityofantsin

agriculturalandnaturallyvegetatedhabitatsinsemi-aridenvironments.Aust.

J.SoilRes.32,555–570,http://dx.doi.org/10.1071/SR9940555.

Majer,J.D.,1983.Antsbioindicatorsofminesiterehabilitation,landuseandland

conservation.Environ.Manage.4,375–383.

Majer,J.D.,1984.AntreturninrehabilitatedmineralsandminesonNorth

StradbrokeIsland.In:Coleman,R.J.,Covacevich,J.,Davies,P.(Eds.),Focuson Stradbroke:NewinformationonNorthStradbrokeIslandandSurrounding Areas.BoolarongPress,Brisbane,pp.325–332.

Majer,J.D.,Nichols,O.G.,1998.Long-termrecolonizationpatternsofantsin

WesternAustralianrehabilitatedbauxitemineswithreferencetotheiruseas indicatorsofrestorationsuccess.J.Appl.Ecol.35,161–182.

Marques,M.M.,Barbosa,F.A.R.,2001.Biologicalqualityofwaterfromanimpacted

(7)

macroinvertebratecommunitiesasanindicator.Hydrobiologia(TheHague) 457,69–76.

Marques,M.M.,2004.Aplicac¸ãodateoriadehabitat-templetsàavaliac¸ãoda

qualidadedaágua;propostadecriac¸ãodeíndicesbióticosnotrechomédioda

BaciadoRioDoce,MG.Thesis,UniversidadeFederaldeMinasGerais.

McGeoch,M.A.,1998.Theselection,testingandapplicationofterrestrialinsectsas

bioindicators.Biol.Rev.73,181–201.

Melo,D.R.,2008.Evoluc¸ãodasveredassobimpactosambientaisnosgeossistemas

PlanaltosdeBuritizeiro/MG.PhDThesis,UniversidadeFederaldeMinasGerais.

Moutinho,P.,Nepstad,D.C.,Davidson,E.A.,2003.Influenceofleafcuttingants

nestsonsecondaryforestgrowthandsoilpropertiesinAmazonia.Ecology84, 1265–1276.

Nkem,J.N.,LobrydeBruyn,L.A.,Grant,C.D.,etal.,2000.Theimpactofant

bioturbationactivitiesonsurroundingsoilproperties.Pedobiologia44, 609–621.

Pérès,G.,Vandenbulcke,F.,Guernion,M.,etal.,2011.Earthwormindicatorsas

toolsforsoilmonitoring,characterizationandriskassessment.Anexample fromtheNationalBioindicatorprogramme(France).Pedobiologia54, 577–587.

Philpott,S.M.,Perfecto,I.,Armbrecht,I.,etal.,2010.Antdiversityandfunctionin

disturbedandchanginghabitats.In:Lach,L.,Parr,C.L.,Abbott,K.L.(Eds.),Ant Ecology.Oxford,pp.137–156.

Pielström,S.,Roces,F.,2013.Sequentialsoiltransportanditsinfluenceonthe

spatialorganizationofcollectivedigginginleaf-cuttingants.PLoSOne8, e57040.

Prevedello,C.L.,1996.FísicadoSoloComProblemasResolvidos.

Salesward-Discovery,Curitiba.

Queiroz,A.C.M.,Ribas,C.R.,Franc¸a,F.M.,2013.Microhabitatcharacteristicsthat

regulateantrichnesspatterns:theimportanceofleaflitterforepigaeicants.

Sociobiology60,367–373,

http://dx.doi.org/10.13102/sociobiology.v60i4.367-373.

Ribas,C.R.,Solar,R.R.C.,Campo,R.B.F.,etal.,2011.Canantsbeusedasindicatorsof

environmentalimpactscausedbyarsenic?J.InsectConserv.16,413–421,

http://dx.doi.org/10.1007/s10841-011-9427-2.

Ribeiro,S.P.2002.MonitoramentoeAvaliac¸ãodosesforc¸osdereabilitac¸ão

ambientalnoProjetoDomingasII:Bioindicac¸ãoporinvertebrados(enfoque:

Mirmecofauna)Relatóriotécnico:Estac¸ãochuvosa2002.BeloHorizonte.

Santos,G.M.M.,Delabie,J.H.C.,Resende,J.J.,1999.Caracterizac¸ãodamirmecofauna

(Hymenoptera-Formicidae)associadaàvegetac¸ãoperiféricadeinselbergs (caatinga–arbórea–estacional–semi-decídua)emItatim–Bahia–Brasil. Sitientibus20,33–43.

Silva,A.C.,Pedreira,L.C.V.S.F.,Abreu,P.A.A.,2005.SerradoEspinhac¸oMeridional:

PaisagenseAmbientes.OLutador,BeloHorizonte,pp.272.

Simmons,W.,Dávalos,A.,Blossey,B.,2015.Forestsuccessionalhistoryand

earthwormlegacyaffectearthwormsurvivalandperformance.Pedobiologia 58,153–164.

Southwood,T.R.E.,May,R.M.,Hassel,M.P.,etal.,1974.Ecologicalstrategiesand

populationparameters.Amer.Nat.108,791–804.

Southwood,T.R.E.,1977.Habitat,thetempletforecologicalstrategies?J.Anim.

Ecol.46,337–365.

Souza,M.J.H.,Ribeiro,A.,Leite,H.G.,etal.,2006.Disponibilidadehídricadosoloe

produtividadedoeucaliptoemtrêsregiõesdaBaciadoRioDoce.Revista Árvore30,399–410.

Souza,J.L.P.,Moura,C.A.R.,2008.Predationofantsandtermitesbyarmyants,

Nomamyrmexesenbeckii(Formicidae,Ecitoninae)intheBrazilianAmazon. Sociobiology52,399–402.

Strong,D.R.,Lawton,J.H.,Southwood,R.,1984.InsectsonPlants:Community

PatternsandMechanisms.Blackwell,Oxford,pp.313.

Suguio,K.,1980.Rochassedimentares:propriedades,gêneseeimportância

econômica.EdgardBlücherLtda,SãoPaulo,pp.500.

Vargas,M.A.T.,Hungria,M.,1997.BiologiadosSolosdosCerrados.EMBRAPA,

Brasília–DF.

Viana,V.M.F.C.,2006.EstudohidrogeoquímicodasveredasdoRiodoFormosono

municípiodeBuritizeiro,MinasGerais.Dissertation,UniversidadeFederalde

MinasGerais.

Wagner,D.,Brown,M.J.F.,Gordon,D.M.,1997.Harvesterantnests,soilbiotaand

soilchemistry.Oecologia112,232–236.

Wu,H.,Batzer,D.P.,Yan,X.,etal.,2013.Contributionsofantmoundstosoilcarbon

andnitrogenpoolsinamarshwetlandofNortheasternChina.Appl.Soil.Ecol.

70,9–15,http://dx.doi.org/10.1016/j.apsoil.2013.04.004.

Yanoviak,S.P.,Kaspari,M.,2000.Communitystructureandthehabitattemplet:

antsinthetropicalforestcanopyandlitter.Oikos89,259–266,

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