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Journal of Hydrology: Regional Studies
jou rn a l h om ep a ge :w w w . e l s e v i e r . c o m / l o c a t e / e j r h
Extreme hydrological events and the influence of reservoirs in a highly regulated river basin of northeastern Spain
S.M. Vicente-Serrano
a,∗, J. Zabalza-Martínez
a, G. Borràs
b, J.I. López-Moreno
a, E. Pla
c, D. Pascual
c, R. Savé
d, C. Biel
d, I. Funes
d, C. Azorin-Molina
a,
A. Sanchez-Lorenzo
a, N. Martín-Hernández
a, M. Pe ˜ na-Gallardo
a, E. Alonso-González
a, M. Tomas-Burguera
e, A. El Kenawy
faInstitutoPirenaicodeEcología,ConsejoSuperiordeInvestigacionesCientíficas(IPE-CSIC),Zaragoza,Spain
bOficinaCatalanadelCanviClimàtic,GeneralitatdeCatalunya,Barcelona,Spain
cCREAF,CerdanyoladelVallèsBarcelona,Spain
dIRTA,EnvironmentalHorticulture,TorreMarimon,CaldesdeMontbui,Barcelona,Spain
eEstaciónExperimentaldeAulaDei(EEAD-CSIC),Zaragoza,Spain
fDepartmentofGeography,MansouraUniversity,Mansoura,Egypt
a rt i c l e i n f o
Articlehistory:
Received23June2016
Receivedinrevisedform16January2017 Accepted29January2017
Availableonline13April2017
Keywords:
Droughts Floods Segrebasin Hydrologicaltrends Dams
Reservoireffects
a b s t ra c t
Studyregion:TheSegrebasin(northeasternSpain).
Studyfocus:TheSegrebasinisextensivelyregulated,throughadensenetworkofdams, duringthesecondhalfofthe20thcentury.Thisstudyassessedtheimpactofriverregu- lationontheevolutionofhydroclimatologicalextremeeventsacrossthebasinduringthe pastsixdecades(1950–2013).Weassessedwhethertheoccurrenceoffloodsandhydrolog- icaldroughtshaschanged,andwhetherthesechangeshavedifferedspatiallybetweenthe headwatersandlowerareasofthebasin.Forthispurpose,weemployedasetofhydroclima- tologicalindicesinordertoquantifytheevolutionoftheamountaswellasthefrequencyof quantilesofhighprecipitationandfloodevents.Changesinthesevariableswereassessed bymeansofthenonparametricMann–KendallTaucoefficient.
Newhydrologicalinsights:Resultsrevealageneralreductionintheoccurrenceofextreme precipitationeventsintheSegrebasinfrom1950to2013,whichcorrespondedtoagen- eralreductioninhighflowsmeasuredatvariousgaugedstationsacrossthebasin.While thisstudydemonstratesspatialdifferencesinthedecreaseofstreamflowbetweenthe headwatersandthelowerpartsofthebasin,mainlyassociatedwithchangesinriver regulation,therewasnoreductioninthefrequencyoftheextraordinaryfloods.Changes inwatermanagementpracticesinthebasinhavesignificantlyimpactedthefrequency, duration,andseverityofhydrologicaldroughtsdownstreamofthemaindams,asaconse- quenceoftheintensewaterregulationtomeetwaterdemandsforirrigationandlivestock farms.Nonetheless,thehydrologicalresponseoftheheadwaterstothesedroughtsdiffered markedlyfromthatofthelowerareasofthebasin.
©2017TheAuthor(s).PublishedbyElsevierB.V.Thisisanopenaccessarticleunderthe CCBY-NC-NDlicense(http://creativecommons.org/licenses/by-nc-nd/4.0/).
∗ Correspondingauthor.
E-mailaddress:[email protected](S.M.Vicente-Serrano).
http://dx.doi.org/10.1016/j.ejrh.2017.01.004
2214-5818/©2017TheAuthor(s).PublishedbyElsevierB.V.ThisisanopenaccessarticleundertheCCBY-NC-NDlicense(http://creativecommons.org/
licenses/by-nc-nd/4.0/).
1. Introduction
Determiningtheoccurrenceofextremeeventsinthehydrologicalcycleisoneofthemainprioritiesofhydrologistsand watermanagers,astheseeventscommonlyhavemajoreconomic,environmental,andsocialimpacts(e.g.Kunkeletal.,1999;
VanDijketal.,2013).Underglobalwarmingconditions,thefrequencyandmagnitudeofextremeprecipitationeventsare likelytoincrease(Trenberth,2012),duetothehigherspecificatmospherichumidityassociatedwiththeClausius–Clapeyron relationship(Santeretal.,2007;Trenberthetal.,2005;Allan,2012;Westraet al.,2014).ThemostrecentIPCCreport (Hartmannetal.,2013)showsthatchangesinprecipitationextremesareconsistentwithawarmerclimate.Nevertheless, thereportalsoemphasizesthatchangesinextremeprecipitationeventsshowlowspatialcoherence(Alexanderetal.,2006;
Westraetal.,2013;Dittusetal.,2015).
Droughtpatternsareevenmuchmoredifficulttodetermine(Vicente-Serrano,2016).Seneviratneetal.(2012)highlighted majoruncertaintiesintheevolutionofclimatedroughtsworldwide.Thesedifficultiesareconfirmedinarangeofstudies thatassesseddroughttrendsattheglobalscale(e.g.Sheffieldetal.,2012;Dai,2013;Trenberthetal.,2014),highlightingthe needtoanalyzetheevolutionofextremehydroclimaticeventsatregionalscales.
Anotherimportantuncertaintyishowextremeeventspropagatethroughoutthehydrologicalcycle,asclimaticand hydrologicalextremeeventsdonottypicallycoincideinmagnitude,spatialextent,andtime.Thisfeaturecanbelinked totopography(Lorenzo-Lacruzetal.,2013;Barkeretal.,2015),previousclimateconditions(Medieroetal.,2014),and vegetationcover(Lana-Renaultetal.,2012; Serrano-Muelaetal.,2015).Othervariables (e.g.landscapechanges,water regulationandmanagement,etc.)canalsocomplicatetheresponseofextremehydrologicaleventstoextremeclimate events,asreportedinearlierstudies(e.g.López-Morenoetal.,2006;Llasatetal.,2014;Medieroetal.,2014,2015;Machado etal.,2015;CrooksandKay,2015).Furthermore,whileextremerainfalltypicallyoccursatdailyorevensub-dailyscales,with notableregionalorlocaleffects,droughtsareusuallystudiedatmonthlyscalesandtendtoimpactlargerareas.Accordingly, itisimportanttoconsiderthedistincttimeandspatialscaleofthesetwotypesofextremeevents.
InthewesternMediterraneanregion,thereisanevidenceofadecreaseinthefrequencyandmagnitudeofextreme precipitationeventsoverrecent decades(López-Moreno etal.,2010;Gallegoetal.,2011;Valenciaet al.,2012), while thereisanincreaseinthedurationandseverityofclimatedroughts(Vicente-Serranoetal.,2014;Spinonietal.,2015;
Lorenzo-LacruzandMorán-Tejeda,2016;Colletal.,2016).Riverfloodshavealsodecreased,asaconsequenceofchangesin precipitation,combinedwithhigheratmosphericevaporativedemand(AED)(Medieroetal.,2014)andincreasedvegetation coverintheheadwaters(López-Morenoetal.,2006).Hydrologicaldroughtsalsoshowedhigherincreasesinseverityand durationcomparedtometeorologicaldroughts.ThisfeaturecanbeexplainedbythehigherAED(Vicente-Serranoetal., 2014),increasedtourism,urbanwaterdemands,andtheexpansionofirrigatedareas(Lorenzo-Lacruzetal.,2013).
IntheMediterraneanregion,theavailabilityofwaterresourcesiscritical(García-Ruizetal.,2011).Managingwater resourcesinanyMediterraneanreservoirmustmakebalancebetweentheneedtostorewaterfordifferentwatersupplies anduses,andtheneedtomanagefloodsandtheircatastrophiceffects(López-Morenoetal.,2002).Thisbalanceiscritical, especiallyduringspringandsummer,duetothehighwaterdemandandthehighprobabilityofextremeprecipitation eventsduringtheseseasons.Inthiscontext,albeitwithnumerousstudiesinvestigatingtheeffectsofreservoirsonriver regimesandstreamflowsinthewesternMediterranean(e.g.Batallaetal.,2004;Piquéetal.,2016;Vicente-Serranoetal., 2016),onlyfewstudieshaveconsideredthejointeffectofdammingandreservoirmanagementontheseverityoffloods andhydrologicaldroughtsdownstream.
Inthisstudy,weinvestigatedtheevolutionofextremeclimateandhydrologicaleventsinthepastsixdecadesacrossthe Segrebasin(northeasternSpain).Thisbasin,whoseheadwatersarelocatedinthePyrenees,hasbeenhighlyregulatedby numerousdamsduringthesecondhalfofthe20thcentury(Vicente-Serranoetal.,2016).Themainobjectiveofthisstudy wastodeterminewhethertheoccurrenceandseverityoffloodsandhydrologicaldroughtshavechangedinrecentdecades, andwhetherthesechangeshavedifferedbetweentheheadwatersandlowerareasofthebasin.
2. Studyarea
TheSegrebasinislocatedinnortheasternSpain,anditsdrainageareacoversapproximately13,000km2.Thebasinhas threemainrivers:theSegreRiver(8167km2;themaintributaryoftheEbroRiver),theNogueraPallaresaRiver(2807km2), andtheNogueraRibagorzanaRiver(2061km2)(Fig.1).Theelevationrangesfrom175m,wheretheSegreRiverentersthe EbroRiver,tomorethan3200minthePyrenees.Thereliefcausesmarkedclimaticandlandscapecontrastsinthebasin.
InthePyreneanheadwaters,theprecipitationexceeds1100mmyear−1,butinthesouthernlowlandstheaverageannual precipitationis<300mmyear−1.Annualreferenceevapotranspirationintheheadwatersis<600mmyear−1,butitexceeds 1100mmyear−1inthesouth.Climateandtopographicfactorsareresponsiblefortheremarkablelandscapecontrastsinthe basin.Inthenorth,thedominantlandscapeunitsarealpinepasturesandsubalpineandsub-Mediterraneanforests,including Pinusuncinata,Pinussylvestris,Fagussylvatica,andQuercussp.Inthecenterofthebasin(elevationsof800–1000m),shrubs andforestsdominateinsomeareas,reflectingsuccessionalchangesassociatedwiththeabandonmentofthecultivated slopesduringthe20thcentury(García-RuizandLana-Renault,2011;Buendiaetal.,2015).Irrigatedagriculturaloccursin thelowerpartofthebasin,facilitatedbytheconstructionofdams.Thebasinhas144,000irrigatedhectares,servedby thecanalsofUrgell,Pinyana,AragónandCatalunya,andSegarra-Garrigues.Thus,agro-industriesandintensivelivestock
Fig.1. Spatialdistributionofgaugestations(blacksquares),precipitationstations(bluecircles),andreservoirs.Backgroundcolorsrepresentelevation.
Dashedlinesrepresenttheboundariesofthedifferentsub-basins.
productionarethemaineconomicactivitiesinthebasin.Thefewremainingnaturalareasinthearidlandsofthebasin correspondtothenorthernmoststeppesofEurope(Braun-BlanquetandBolòs,1958).
Innormalconditions,theSegreRivershowsaclearseasonalregime,withthemainflowsoccurringduringMayand June,duetosnowmeltingandhighspringtimeprecipitation.However,inthelowerpartofthebasin,theriverregimeis highlymodified,asaconsequenceofimpoundmentoftheriveraswellaswatermanagementforirrigationusesandurban supplies(Batallaetal.,2004;Piquéetal.,2016).Currently,thereare35reservoirsintheSegreRiverbasin,providinga totalstoragecapacityof2084hm3(1hm3=1,000,000m3):avaluewhichisveryclosetotheaverageannualstreamflow recordedclosetothemouthoftheriver(2130hm3).Mostwaterregulationoccursintheheadwatersandthemiddlereaches oftheNogueraRibagorzanaRiverand theNogueraPallaresaRiver,wheretheEscales(163hm3),Canelles(687.5hm3), SantaAnna(236.6hm3),Talarn(205.1hm3),andCamarasa(163hm3)reservoirsarelocated.TheSegreRiverisregulated bytheOliana(101hm3)andRialb(402.8hm3)reservoirs;thelatterwasestablishedin2000.Thesereservoirscauseda markeddecrease(>60%)intheannualstreamflowoftheSegreRiverduringthepastsixdecades(Vicente-Serranoetal., 2016).
Theoccurrenceofextremeprecipitationeventsiscommoninthebasin(LlasatandPuigcerver,1997;Begueríaetal.,2009).
Theseeventsareassociatedwithshort-lived,isolated,andhigh-intensitythunderstormsinsummer.Inautumn,theseevents arelinkedtothebackwardtrajectoriesoftheMediterraneanperturbations,whichinvolvetheoccurrenceoflowlevelwarm andhumidnortheasterlyandeasterlyflows,withcoldcontinentalairabovecut-offlowsovertheMediterraneanSea(Ramis etal.,1997).Inadditiontotheseatmosphericconfigurations,extremeprecipitationeventsareenhancedbythecomplex terrain(Pastoretal.,2001),makingsomehistoricalfloodsinthebascatastrophic,withseriousenvironmental,economic, andsocietalimpacts(Arbioletal.,1984;Barriendosetal.,2003;Thorndycraftetal.,2006;Llasatetal.,2009,2010,2013).
InnortheasternSpain,climatedroughtperiodsoccurfrequently,duetotheoccurrenceoflowflowsandhydrological droughts(Vicente-Serrano,2006;Lorenzo-Lacruzetal.,2013).Inparticular,somehydrologicalbasinssufferedfromlong, intenseandseveredroughtsoverthelastthreedecades,inresponsetothedecreasedprecipitationandincreasedAED (Lopez-Bustinsetal.,2013;Vicente-Serranoetal.,2014).
3. Dataandmethods 3.1. Data
TheEbroRiverBasinManagementAuthority(ConfederaciónHidrográficadelEbro)providedthedailystreamflowdata fortheSegrebasin.Thedailystreamflowdatafor11gaugestationswerechosenforthisstudybecausethesestationshad lessthan15%ofmissingdatafortheperiod1950–2013(Fig.1).Gapfillingwasperformedusingalinearregressionanalysis, inwhichtheindependentserieswerederivedfromthesameriverswhosedataweremissing,orfromnearbytributaries.The minimumPearson’scorrelationcoefficientbetweentheseriesinthemodelwassetto0.6,followingLorenzo-Lacruzetal.
(1945–2005).AsdepictedinFig.1,sevengaugestationsarelocatedupstreamofthemainreservoirs(Puigcerdà,Organyà, Arabó,laSeud’Urgell,Valira,laPobladeSegurandPontdeSuert),whilefourarelocateddownstream(Oliana,Pinyana, BalaguerandSeròs).Todeterminethedrainagebasincorrespondingtoeachgaugestation,weusedadigitalelevation model(DEM)ataspatialresolutionof100m,andther.watershedtoolinGRASS(v.6.4).Thedrainageareaofeachgauge stationwasdefinedastheupstreamareafromtheheadwaterstothegaugestation.Wealsousedmonthlyaveragereservoir storagesinthebasinfrom1950aswellasthereservoircapacityupstreamthegaugestationslocatedinthelowerboundof thebasin.
Dailystreamflowrecordswereusedtoanalyzetheevolutionoffloodevents,andmonthlystreamflowserieswerecom- putedfromthedailyseriestocalculatehydrologicaldroughtindices.Dailyprecipitationserieswereobtainedfromthe SpanishandCatalanmeteorologicalagencies(AEMETandSMC).Atotalof432stationswithdailyprecipitationdatawere availablefortheentirebasin.Thedevelopmentofcomplete,qualitycontrolledandhomogeneousdailyprecipitationseriesis essentialforrobustclimateassessments.Therearemultipleapproachesforgapfillingandhomogeneityassessment,which werecomprehensivelyrevisedandcomparedinVicente-Serranoetal.(2010)fortheentireEbrobasin(NESpain).Herewe followtherecommendationsofthisresearchtodevelopaqualitycontrolledandhomogeneousdailyprecipitationdataset intheSegrebasin.Fromtheentiredataset(N=432),only52candidatestations,withmorethan30yearsofdata,werefirst selected.Theotherseries(referenceseries)wereusedtoreconstructandfillgapsinthecandidateseries.Dailyprecipita- tionseriesweretransformedtoquantiles,basedontheirempiricalcumulativedistributionfunction.Foreachcandidate series,weselectedthenearestreferenceseries(withinamaximumdistanceof10km),withatleast3yearsofcommon data.Thegapsinthecandidateserieswerefilledusingthequantilevaluesofthenearestavailablereferencestation.Infew caseswherethecandidateseriescouldnotbecompletedusingthenearestneighborseries,theexistinggapswerefilled usingbothreferenceandothercandidateseriesuptoamaximumdistanceof25km.Thisprocedureprovidedcomplete datasetsforeachofthe52candidateseries.Fromthedailyprecipitationseries,wecalculatedthemonthlysumtotestthe temporalhomogeneityoftheseries.Forthispurpose,weusedHOMER(HomogenizationinR)(Mestreetal.,2013),which isbasedonthepairwisealgorithmdescribedbyCaussinusandMestre(2004)andatwofactorANOVAmodelforcorrection.
HOMERfacilitatescomparisonofsetsofstations,andestimationofthenumberandpositionsoftheirbreakpoints.Few temporalinhomogeneitieswereidentifiedintheseries(68),andthecoefficientsobtainedwereappliedtothosedayshaving precipitationinthemonth,accordingtoVincentetal.(2002).
Wealsousedgriddedmonthlyprecipitationandmonthlyreferenceevapotranspiration(ETo),ata500mgridinterval, obtainedusingtheequationofHargreavesandSamani(1985).ThesegriddeddatasetswerebasedontheMOPREDASand MOTEDASdatasets(González-Hidalgoetal.,2011,2015),whicharethemostcompletequalitycontrolledandhomogeneous monthlyclimatedatasetsforSpain.Detailsoftheproceduresusedtoobtainandvalidatethesegriddeddatahavebeen describedbyVicente-Serranoetal.(2016).Usingthedrainagebasincorrespondingtoeachgaugestation,wedetermined thetotalmonthlyprecipitationandETofortheentirebasin.Thisprocedureenabledcomparisonoftheaverageclimateseries (precipitationandETo)correspondingtothedrainageareaateachgaugestationwiththemonthlystreamflowdata.
3.2. Analysis
3.2.1. Floodsandextremeprecipitationevents
Wequantifiedthetrendsinthepercentageofannualstreamflowcorrespondingtodailyriverflowsofdifferentmagni- tudes.Forthispurpose,weusedthemethodproposedbyOsbornetal.(2000),wherebystreamflowvaluescorresponding toeach5thquantileunitwereextractedfromallthedailystreamflowdataforeachgaugestation.Usingthisprocedure,we classifiedthedailystreamflowrecordsinto20categories.Then,wedeterminedthecontributionofthedailystreamflowin eachcategorytothetotalannualstreamflow,andanalyzedthetemporaltrendsinthecontributionofeachcategoryusingthe nonparametricMann–KendallTaucoefficient.Statisticallysignificanttrendsweredefinedasthosehavingp-values<0.05.
Wealsousedthisapproachtodeterminechangesinthepercentageofannualprecipitationcorrespondingtoeventsabove the95thquantile.Inaddition,weanalyzedtrends(Mann–Kendalltaucoefficient;significancelevel:p<0.05)intheannual frequencyofhighprecipitation(>95th,>99th,and>99.9thquantiles)andstreamflow(>95th,>98th,>99th,>99.5th,>99.9th, and>99.95thquantiles)events.Finally,toaccountforthepossibleinfluenceofthereservoircapacityandthereservoir storageupstreamthegaugestationslocatedinthelowerboundofthebasin,werelatedtheannualfrequencyofdaysabove the95th,99thand99.9thpercentileswiththeaverageannualreservoirstorage,reservoircapacityandtheratiobetween thereservoirstorageandcapacity.
3.2.2. Droughtquantificationandanalysis
HydrologicaldroughtswerequantifiedusingtheStandardizedStreamflowIndex(SSI;Vicente-Serranoetal.,2012),and climaticdroughtswerequantifiedusingtheStandardizedPrecipitationEvapotranspirationIndex(SPEI;Vicente-Serrano etal.,2010)attimescalesrangingfrom1to48months.TheSSIenablescomparisonofstreamflowdeficitsandsurplusesin timeandspace,regardlessofthemagnitudeoftheseriesandtheriverregimesinvolved.TheSSIisobtainedbytransforming themonthlystreamflowseriesintoadimensionalseriesofstandardizedanomalies.ToobtainareliableSSIthatencompasses largevariabilityinthestatisticalpropertiesofthemonthlystreamflowdata,theserieswerefittedtothemostsuitable probabilitydistribution,accordingtotheminimumorthogonaldistancebetweenthesampleL-momentsatsiteiandthe L-momentrelationshipforaspecificdistribution,selectedfromthegeneralextremevalue,thePearsonTypeIII,thelog- logistic,thelog-normal,thegeneralizedPareto,andtheWeibulldistributions.MoredetailsonthecalculationoftheSSIare providedbyVicente-Serranoetal.(2012).
TheSPEIisaclimaticdroughtindexthatcanbeobtainedatvarioustimescales,similartotheStandardizedPrecipitation Index(SPI)(McKeeetal.,1993);thisisessentialforidentifyingthecomplexresponseofhydrologicalsystemstoclimate variability(Vicente-Serranoetal.,2011;López-Moreno etal.,2013;Barkeretal.,2015).Hydrologicaldroughtsusually respondtodifferenttimescalesofclimatedrought,asafunctionofenvironmentalconditions(e.g.lithology,vegetation cover,andmanagement)(Lorenzo-Lacruzetal.,2013).TheSPEIisbasedonprecipitationandETo,andincorporatesthe sensitivityofdroughtseveritytochangesinAEDinthemulti-temporalnatureofdroughtsbasedonamonthlyclimatic waterbalance(P–ETo),whichisadjustedusingathree-parameterlog-logisticdistribution.Thevaluesareaccumulatedat varioustimescales,followingthesameapproachasisusedfortheSPI,andconvertedtostandarddeviationswithrespect toaveragevalues.ForthispurposeweusedthemonthlytotalprecipitationandETogriddedseriescorrespondingtoeach drainagebasin.
UsingtheSSIandSPEI,wedefinedindividualdroughtevents.Thisiscommonlydonebyselectingathresholdinthe series(Fleigetal.,2006;SharmaandPanu,2014).Todefinedroughtevents,athresholdlevelthatdidnotvaryintimeand spacewasappliedtotheSSIseriesforeachbasinandtheSPEIseries.Nevertheless,theresponseofhydrologicaldroughts totheoccurrenceofclimatedroughts canbestronglycomplex.Accordingtothetopographic/lithological/management characteristicsofthebasins,thetime-scaleoftheclimaticdroughtsatwhichthehydrologicaldroughtsarerespondingcan beverydifferent(seeforexample,López-Morenoetal.,2013;Lorenzo-Lacruzetal.,2013).Forthisreason,beforerelating theSSIandSPEI,weanalyzedthebestSPEItime-scaleatwhichtheSSIisresponding.TheselectedthresholdforSSIand SPEIwas0;consequentlyadroughteventwasrecordedwhenthemonthlySSIorSPEIfellbelowthislevel.Basedonthis threshold,eachidentifieddroughteventwascharacterizedaccordingtothedroughtdurationandmagnitude.Theduration ofagivendroughteventwasdefinedasaconsecutiveanduninterruptedtimeperiod(oneormoremonths),withaSSIorSPEI valuelowerthan0.Thedroughtmagnitudewastheaccumulateddeficitvolume(definedasthesumofthedeficitvolumes generatedduringanuninterruptednumberofmonths)delimitingadroughteventandexpressedastheaccumulateddeficits
Fig.2. Left:Evolutionofthepercentageofannualprecipitationcorrespondingtoeventsexceedingthe95thpercentile.Right:Evolutionofthenumber ofeventsexceedingthe95th,99th,and99.9thpercentiles.Red:Significantnegativetrends,Blue:Significantpositivetrends,Graycolor:non-significant trends.
oftheSSIorSPEI.Annualseriesoftheaveragedroughtdurationandmagnitudewerecreatedforeachbasinfollowingthis approach.Here,itnoteworthyindicatingthatahydrologicaldroughtisconsideredasthisperiodinwhichthestreamflow wasbelowagiventhresholdquantifiedinrelativeterms(i.e.consideringtheentirestreamflowseries),independentlyifit isonlydrivenbyclimateanomalies,bywaterregulationandabstractionorboth.
Changesin hydrological and climatedrought duration and magnitude were alsodetermined by the nonparamet- ricMann–Kendall Taucoefficient. Statisticallysignificant trendswere defined as those having p<0.05. Todetermine themagnitude (amount)of change,a linear regression model betweentime (independent variable) and thedrought
Fig.3. (A)Exampleoftheamountquantileanalysiscorrespondingtothepercentageoftheannualstreamflowbyeventsabove0.95thpercentileinPont deSuert.(B)Plotsshowingthemagnitudeofchangeintheamountquantilescorrespondingtothevolumeofannualstreamflow.Blackcolumnsrepresent significanttrends.Thefourplotsatthebottomcorrespondtothebasinslocateddownstreamofthemaindams.
duration/magnitudewasfitted.Theslopeofeachmodel(m)indicatedthemagnitudeofchange.We alsoanalyzedthe relationshipbetweentheannualSSI(asameasureoftheannualdroughtseverity)andtheaverageannualreservoirstorage, reservoircapacityandtheratiobetweenthereservoirstorageandcapacityinthegaugestationslocatedinthelowerbound ofthebasin.
4. Results
4.1. Extremeprecipitationevents
Theevolutionofthemostextremeprecipitationeventsconcurswiththegeneralreductioninprecipitationintheregion, asreportedinpreviousstudies.Trendsinthepercentageoftheannualprecipitationcorrespondingtoeventsexceedingthe 95thpercentiledidnotshowaclearstructure,althoughstationsshowingnegativetrendsdominated(Fig.2,left).However, thenumberofeventsexceedingthe95thpercentileclearlydecreasedovermostofthebasinintheperiod1950–2013(Fig.2, right).Amongthe52meteorologicalstationsusedinthisstudy,only16showedapositivetrendinthenumberofevents exceedingthe95thpercentile,withonly5stationsshowingstatisticallysignificanttrends.Otherstationsexhibitednegative trends,withonly18ofthemshowingstatisticallysignificanttrends.Astheprecipitationthresholdincreases,thepattern ismuchlessclear.Resultsindicatethatatotalof34stationsshowedadecreaseinthenumberofeventsexceedingthe 99thpercentile,albeitwithonly9stationsexhibitingstatisticallysignificanttrends.Thesefindingssuggestthatthepattern changedmarkedlywhenthethresholdwassettothe99.9thpercentile.Thiscanbeexplainedbythenotionthattheannual frequencyofeventsexceedingthisthresholdgenerallyincreasesintheheadwaters.
4.2. Highriverflows
Resultsrevealageneraldecreaseinthepercentageofstreamflowsassociatedwithdailyeventsexceedingthe90th percentilethroughouttheentirebasin.Nonetheless,thispatternwasmuchmoreevidentinthelowerreaches,downstream ofthedams(Fig.3).Forthestationslocatedintheheadwaters,therewasnochangeinthepercentageofstreamflowrecorded fordailyflowswithmagnitudeslessthanthe90thpercentile.Exceptionally,only4stationsintheheadwaterssignificant changesinthedailystreamflowrecordedforeventsexceedingthe95thpercentile.Forgaugestationslocateddownstreamof themaindams,thepercentageofthestreamflowassociatedwithdailyflowswithmagnitudeslessthanthe50thpercentile increased,whilethoseexceedingthe50thpercentiledecreased.Thispatternindicatesthat,inthelowerreachesofthe basin,therewasageneralincreaseinthefrequencyoflowstreamflows.Correspondingly,therewasadecreaseinthetotal streamflowassociatedwithhighflows,mainlylinkedtoeventshavingamagnitudeexceedingthe95thpercentile.
Althoughtherewasareductioninthefrequencyoftheeventsexceedingthe95thpercentileaswellasthetotalstreamflow oftheseevents,therewasnochangeinthefrequencyofthemostextraordinaryevents(>99.5thpercentile).Fig.4shows thetrendsintheannualfrequencyofeventsexceedingthe95th,98th,99th,99.5th,99.9th,and99.95thpercentilesatthe variousgaugestations.Forboththeheadwatersandthelowerreachesoftherivers,therewasareductioninthefrequencyof
Fig.4.Correlationbetweenthefrequencyofeventsexceedingvariouspercentiles(95th,98th,99th,99.5th,99.9th,and99.95thpercentiles)andthetime series(1950–2013).Blackbarsrepresentsignificantcorrelations.
Fig.5.Evolutionofthenumberoffloweventsperyearexceedingthe95th(grayline)and99.9th(bluebars)percentilesateachofthetwogaugestations locatedintheheadwatersandinthelowerreaches.Trendlinesareincludedforeventsexceedingthe95th(blackline)and99.9th(blueline)percentiles.
dailyflowsbelowthe98thpercentile.However,thereweresomeexceptionsintheheadwaters,includingthegaugestations ofArabóandlaSeud’Urgell.Nevertheless,theanalysisofthefrequencyoftheextraordinaryfloods(i.e.thoseexceedingthe 99.5thpercentile)indicatesthatthemagnitudeofthedecreasingtrendismuchlower,althoughassessingtrendsinthe frequencyoftheseeventsisdifficultgiventheirirregularcharacterandunevensamplesize.Fig.5confirmsthesamefinding forthegaugestationslocatedintheheadwatersandthelowerreachesofthebasin(SeròsandBalaguer).Asillustrated, thereisamarkeddecreaseinthenumberofflowsexceedingthe95thpercentileinthelowerreachesoftheSegreRiver (Oliana,SeròsandBalaguer),whilethefrequencyoftheextraordinaryevents(>99.9thpercentile)showednocleartemporal pattern.Exceptionally,thereisareductioninthefrequencyofextremeandextraordinaryfloodsinPinyana,whichcanbe explainedbytheveryhighwaterregulationandthewatertransfertootherbasins.Inanycase,inthestationsoftheSegre River,itisclearlyobservedthatthemostextraordinarydailyflowsshowedalowfrequencyandwereusuallygroupedin thesameyear.Theseeventsmostlyoccurredpriortotheextensiveriverregulationofthebasinthatmostlyoccurredduring theperiod1960–1970.Nonetheless,othereventsalsooccurredinthe1980sand1990s,followingtheconstructionofthe maindamsinthebasin.
Theincreasedregulationinthebasinhasinfluencedsignificantlythefrequencyofextremeandextraordinaryfloodevents.
Fig.6showstheevolutionofthestoragecapacity,theratiobetweentheannualwaterstorageandthestoragecapacityand theannualfrequencyofeventsabovethe95thpercentileinthegaugestationslocateddownstreamthereservoirnetwork.
Thedifferentgaugestationsshowedasignificantdecreaseinthefrequencyoftheseevents,whichconcurswiththeincreased storagecapacity.Inaddition,theinterannualvariabilityoftheeventsabovethe95thpercentileisrelatedtothetemporal variabilityintheratioofreservoirstorage/capacity(Table1).Thus,inthelasttwodecades,onlythoseyearswithhigh reservoirlevelswitnessedsomeoftheseevents.Thepatternoftheevolutionofeventsabovethe99thpercentileisquite similar,albeitwithaclearreductioninthemostregulatedriversectors(Fig.7).Nevertheless,whilePinyanawasexceptionally
Table1
Pearson’srcoefficientsbetweentheannualfrequencyofdayswithastreamflowabovethe95th,99thand99.9thpercentilesandtheaverageannualvalues ofreservoirstorage,totalreservoircapacityandtheratiobetweenstorageandcapacityupstreamthegaugingstationslocatedinthelowerboundofthe basin.Statisticallysignificantcorrelations(p<0.05)aregiveninbold.
Pinyana Oliana Balaguer Serós
Annualfrequency(events>95th)
Storage −0.24 0.19 0.03 0.00
Reservoircapacity −0.31 0.03 −0.26 −0.29
Ratiostorage/capacity 0.25 0.19 0.49 0.47
Annualfrequency(events>99th)
Storage −0.39 0.31 0.03 0.06
Reservoircapacity −0.54 0.16 −0.24 −0.19
Ratiostorage/capacity 0.46 0.31 0.45 0.39
Annualfrequency(events>99.9th)
Storage −0.45 0.17 0.09 0.12
Reservoircapacity −0.57 0.10 −0.16 −0.14
Ratiostorage/capacity −0.22 0.17 0.40 0.40
Fig.6.Temporalevolutionofthereservoirstoragecapacity(blue),theratiobetweenannualstorageandcapacity(red)upstreamthegaugestationslocated inthelowerboundoftheriver.Blacklinerepresentstheannualfrequencyofeventsabovethe95thpercentile.
affectedbyastrongwaterregulationandtransfer,othergaugestationshadacertainfrequencyoftheseeventsduringthe lasttwodecades.Consideringthefrequencyofextraordinaryfloodevents(>99.9th),thetrendwaslessclearinthestations ofSerósandBalaguer(Fig.8),inwhichsomeextraordinaryfloodeventswereidentifiedfrom1960to1990,inspiteofthe highwaterregulationfrom1950.SincetheconstructionoftheRialbdamin2000,noeventsabovethe99.9thpercentile wereidentified.Thispatterncouldberelatedtothestrongdecreaseofrelativereservoirstoragesduringthe2000s,which coincidedwiththemostextremeclimatedroughteventsinthebasin(seebelow).Overall,Table1clearlydemonstrates howthefrequencyofeventsabovethe95thpercentileisnegativelycorrelatedwiththeevolutionofthereservoircapacity inBalaguerandSerós,althoughthiscorrelationdecreaseswiththeeventsabovethe99thand99.9thpercentiles.Onthe
Fig.7.Temporalevolutionofthereservoirstoragecapacity(blue),theratiobetweenannualstorageandcapacity(red)upstreamthegaugestationslocated inthelowerboundoftheriver.Blacklinerepresentstheannualfrequencyofeventsabovethe99thpercentile.
contrary,thefrequencyofthethreetypesofevents(i.e.95,99and99.9thpercentiles)issignificantlycorrelatedwiththe evolutionoftheratiostorage/capacity.
4.3. Droughts
Fig.9illustratestheevolutionoftheSSI(hydrologicaldroughtindex),basedongaugestationsintheheadwatersofthe Segrebasin.Ingeneral,theseriesforthemajorityofstationsshowedseveredroughtepisodesinthe1950s,althoughthe mostextremeepisodesoccurredduringthe2000s.Acorrelationanalysis,calculatedatdifferenttimescales,betweenthe SSIandtheSPEI(climatedroughtindex)revealsthathydrologicaldroughtswerecorrelatedwithclimaticdroughtsinthe headwatersattimescalesof5–8months.TheSPEIseriesforeachsub-basincorrespondedtothedroughttimescalethat
Fig.8.Temporalevolutionofthereservoirstoragecapacity(blue),theratiobetweenannualstorageandcapacity(red)upstreamthegaugestationslocated inthelowerboundoftheriver.Blacklinerepresentstheannualfrequencyofeventsabovethe99.9thpercentile.
showedthehighestcorrelationwiththeSSI.SimilartotheSSI,theSPEIshowedthatthemostextremedroughtepisodes occurredinthe2000s,particularlyfrom2005to2010.
Fig.10showsthesameanalysis,butforthegaugestationslocateddownstreamofthemaindams.Atthesestations,a markeddecreasewasobservedintheSSIvalues,whichwasmuchmorepronouncedthanthatobservedfortheheadwaters duringtheperiod1950–2013.Moreover,themagnitudeofthecorrelationsbetweentheSSIandtheSPEIdecreasedatvarious timescalesinthelowerreaches.ThemaximumcorrelationoccurredforlongerSPEItimescales.Nevertheless,thebehavior oftheclimatedroughtsinthelowerreacheswasquitesimilartothatobservedintheheadwaters,withthemaindrought episodesbeingrecordedinthe2000s;althoughtheyshowedlowerseverityanddurationrelativetotheSSIdroughts.
Fig.9.Left:TemporalevolutionoftheSSIinthegaugestationsoftheheadwaters.Central:CorrelationbetweentheSSIandthe1-to48-monthSPEItime scales.Right:EvolutionoftheSPEIattimescalewithhighercorrelation.
Aninterestingresponseofhydrologicaldroughtstoclimatedroughtswasthechangeintheresponseofhydrological droughtsatthetimescalesofclimatedroughts.Wefoundthatthemagnitudeofthechangewasgreaterinthelowerreaches thanintheheadwaters.Thisaspectwasdetectedbyapplyingmoving-windowcorrelationsbetweentheSSIandSPEIseries recordedatdifferenttimescales(Fig.11).Intheheadwaters,therewasnotrendtowardadecreaseinthemagnitudeof correlationsbetweentheSSIandtheSPEIatthe5-monthtimescale,whichcorrespondedtothemaximumcorrelation valuesinthemajorityofseries.ThiswasclearlyevidentfortheOrganyàandPontdeSuertstations,aswellasotherstations inthebasin.Incontrast,acomparisonofthecorrelationsbetweentheSSIandtheSPEIatshortandlongtimescalesin thelowerreachessuggestsatrendtowardalesserresponsetoshortSPEItimescalesandagreaterresponsetolongSPEI timescales.
Trendsofdroughtsoflongerdurationandgreatermagnitudewereassessedforboththeheadwaterandthelowerreach areas.Fig.12showstheevolutionoftheaverageannualdroughtduration(inmonths)andmagnitude(instandardized units)forthreestations(Puigcerdà,Organyà,andPontdeSuert)locatedintheheadwatersandthree(Seròs,Balaguer,and Pinyana)locatedinthelowerreaches.Forallthesestations,thecorrelationbetweentheannualaveragedroughtduration andmagnitudewaspositiveandstatisticallysignificantforbothhydrologicalandclimaticdroughts.Nevertheless,forthe headwaters,wefoundthatthetrendwasstrongerforclimatedroughtsthanforhydrologicaldroughts,whiletheopposite occurredforthelowerreaches(Table2).Thus,theevolutionoftheaverageannualdroughtdurationandmagnitudeinthe headwaterswaspositiveandstatisticallysignificantforbothhydrological(SSI)andclimate(SPEI)droughts.Nevertheless, forheadwatergaugestations,theincreaseinthemagnitudeanddurationoftheclimatedroughtepisodeswasmuchgreater thanthatobservedforhydrologicaldroughts.Incontrast,forthethreegaugestationslocateddownstreamofthemaindams
Fig.10.Left:TemporalevolutionoftheSSIatgaugestationsinthelowerreaches.Central:CorrelationbetweentheSSIandthe1-to48-monthSPEItime scales.Right:EvolutionoftheSPEIattimescalewithhighercorrelation.
inthebasin(Seròs,Pinyana,andBalaguer),themagnitudeanddurationofhydrologicaldroughtsincreasedmorethanthat observedforclimatedroughts.
Fig.13showsthetemporalevolutionofthereservoirstoragecapacity,theratiobetweenannualstorageandcapacityand theannualSSIinthegaugestationslocatedinthelowerboundoftheriver.Themostregulatedbasins(i.e.Pinyana,Balaguer andSerós)showedapositiveandsignificantcorrelationwiththeevolutionofthereservoircapacity(Table3).Thisfinding suggeststhatdroughtseverityhasincreasedinthelowerboundofthebasin,asaconsequenceofriverregulation.Resultsalso revealthatreservoirstorageisakeydriverofstreamflowdroughtseveritydownstreamthereservoirs.Inparticular,there isahighandsignificantcorrelationbetweentheannualreservoirstoragesandtheannualSSIinthemostregulatedbasins, demonstratingasignificantinfluenceofthereservoirmanagementontheoccurrenceofhydrologicaldroughtsdownstream.
Fig.11. Evolutionof30-yearmovingcorrelationsbetweentheSSIandshort(blue)andlong(red)SPEItimescalesattwogaugestationsintheheadwaters (above)andtwostationsinthelowerreaches(below).
Fig.12.(A)Evolutionoftheannualdroughtduration(blue:hydrologicaldroughts;red:climatedroughts)atthreegaugestationsintheheadwatersand threeinthelowerreaches.(B)Evolutionoftheannualmagnitude(blue:hydrologicaldroughts;red:climatedroughts)atthreegaugestationsinthe headwatersandthreeinthelowerreaches.
Table2
Magnitudeoftrendsindroughtdurationandmagnitudeintheheadwa- ters(blue)andlowerreaches(orange).Bold:significanttrends(p<0.05).
Table3
Pearson’srcoefficientsbetweentheannualSSIandtheaverageannualvaluesofreservoirstorage,totalreservoircapacityandtheratiobetweenstorage andcapacityupstreamthegaugestationslocatedinthelowerboundofthebasin.Statisticallysignificantcorrelations(p<0.05)aregiveninbold.
Pinyana Oliana Balaguer Serós
Storage −0.13 0.18 −0.30 −0.22
Reservoircapacity −0.31 −0.02 −0.61 −0.55
Ratiostorage/capacity 0.28 0.18 0.49 0.56
Fig.13.Temporalevolutionofthereservoirstoragecapacity(blue),theratiobetweenannualstorageandcapacity(red)upstreamthegaugestations locatedinthelowerboundoftheriver.BlacklinerepresentstheannualSSI.
5. Discussionandconclusions
WeanalyzedtheevolutionofclimateandhydrologicalextremeeventsintheSegrebasin(northeasternSpain),where streamflowshavebeenhighlyregulatedbyadensenetworkofreservoirsconstructedduringthesecondhalfofthe20th century.Between1950and2013,therewasageneralreductionintheoccurrenceofextremeprecipitationeventsinthis basin,whichthisstudydefinedasthoseexceedingthe95thpercentileinprecipitationseries.Thispatternisconsistent withpreviousanalysesundertakenatthenational(Rodrigo,2010;Gallegoetal.,2011)andregional(López-Morenoetal., 2010;TurcoandLlasat,2011)scales.Thus,thepercentageofannualprecipitationexplainedbyeventsexceedingthe95th percentilegenerallydecreased,butwithfewexceptionswheretherewasadecreaseinthefrequencyofsuchevents.The
trendfortheextraordinaryeventsperyear(i.e.thoseexceedingthe99.9thpercentile)wasnotsoclear.Theanalysisofthe trendfortheseeventswasdifficultbecausetheyoccurveryirregularly.RecentstudiesinSpainfocusingontheseeventshave providednoevidenceforageneralizedtrend(e.g.Aceroetal.,2011;Begueríaetal.,2011).Nevertheless,theheadwaters oftheSegrebasinshowedanincreaseinthefrequencyoftheextraordinaryprecipitationevents,whiletherehasbeenno significantchangeintherestofthebasin.
Theevolution ofthestreamflowatthegaugestationsinthebasinalsoindicatedageneralreductioninhighflows.
Therehasbeenageneralreductionintheannualstreamflowsincethe1950s,thoughbeingmorepronouncedinthelower areasofthebasinthanintheheadwaters(Vicente-Serranoetal.,2016).Nevertheless,thepatternofstreamflowdecrease differedbetweentheheadwatersandthelowerpartofthebasin.Intheheadwaters,therewasageneralreductioninthe streamflowvolumeassociatedwitheventsexceedingthe95thpercentile.Incontrast,therewerenomajorchangesinthe volumeassociatedwithlowflows.Followingtheconstructionofadensenetworkofreservoirsinthelowerpartsofthe basin,therewasanincreaseinthestreamflowvolumeassociatedwiththelowflowcategories,combinedwithamarked decreaseinthehighflowcategories.ThispatternwasmainlyrecordedattheSeròs,Balaguer,andPinyanagaugestations, whicharelocatedinthelowerpartoftheSegrebasin.
Thisstudyalsonotedageneraldecreaseinthevolumeassociatedwithhighflowsduringrecentdecades,particularly inthenorthern(Renardetal.,2008;Giuntolietal.,2013)andsouthern(López-Morenoetal.,2006)slopesofthePyrenees.
AsimilarpatternhasalsobeenobservedinotherbasinsacrosstheIberianPeninsula(e.g.Silvaetal.,2012;Morán-Tejeda etal.,2012;Medieroetal.,2014).ThispatterncanbeexplainedbythegeneralreductioninprecipitationintheSpanish Pyrenees(López-Morenoetal.,2010),andparticularlyintheSegrebasin(Vicente-Serranoetal.,2016).However,thegeneral increaseinvegetationactivityandcoverassociatedwiththeabandonmentofagriculturalpracticesinthesemountainareas duringthesecondhalfofthe20thcenturymayalsohavebeenimportant(Lasantaetal.,2005;García-RuizandLana-Renault, 2011).Medieroetal.(2014)relatedchangesinclimateprocessestothegeneralreductioninhighflowsinseveralbasins ofSpainnotaffectedbydamming.TheysuggestedthattrendsinfloodscouldalsoberelatedtotheevolutionoftheAED, whichhasincreasedmarkedlyinSpaininthelastfivedecades(Vicente-Serranoetal.,2014).Inhumidareas,includingthe Pyreneanheadwaters,anincreaseinAEDwouldcontributetogreatertranspirationinareashavingdensevegetationcover, whichwouldcontributetodepletionofthesoilwatercontent.Thus,studiesinexperimentalbasinsinthePyreneeshave shownthatthegenerationoffloodsishighlyrelatedtothesoilmoistureconditionsinthebasins(Lana-Renaultetal.,2007;
Serrano-Muelaetal.,2015),althoughadirectconnectionbetweenparticularfloodanomaliesandairtemperatureconditions isdifficulttoestablish.
Themarkeddifferencesbetweentheheadwatersandthelowerreachesofthebasinwithrespecttothetrendsinthe contributionoflowandhighflowstotheannualstreamflowvolumearelikelytobeassociatedwiththeintenseregulation ofwatertomeetthewatersupplydemandsforirrigatedareasandlivestockfarms,whicharethemaineconomicactivities inthebasin.Severalstudieshaveindicatedthattherehasbeenareductioninthemagnitudeofhighflowsassociatedwith thepresenceofdams(Benke,1990;Ligonetal.,1995;ThomsandSheldon,2000;Songetal.,2015;Baietal.,2015),but alsoanincreaseinthecontributionoflowflows(Nislowetal.,2002;CowellandStoudt,2002).Forexample,Magilliganand Nislow(2005)analyzedtheimpactofdamsin21riverbasinsintheUSA,concludingthat,forlowflows,the1-to90-day minimumflowsincreasedsignificantlyfollowingimpoundment.
IntheSegrebasin,thedamshaveclearlymoderatedthefloodsthatoccurinthebasin.Thisisevidentfromtheanalysis ofthefrequencyofstreamflowsexceedingcertainthresholdseachyear.Nevertheless,whilethispatternisevidentfor thresholdscorrespondingtothe95thto99.5thpercentiles,therehasbeennoreductioninthefrequencyofextraordinary floods.Thispatternisparticularlyevidentintheheadwaters,whereextraordinaryprecipitationeventsarerandominspace andtime,mainlycontributingtofloodgeneration(García-Ruizetal.,2000).Thus,therehasbeenageneralincreaseinthe frequencyoftheextraordinaryprecipitationevents(>99.9thpercentile)intheheadwatersofthebasin,whichcouldaffect thefrequencyoftheextraordinaryfloodsoccurringinthisarea.Anexplanationoftheabsenceofatrendinextremefloodsis anavenueforfutureresearch,particularlywiththeobservedincreaseinthefrequencyofthemostextremerainfallevents.
However,revegetationofpartsofthebasin,asreportedinPiquéetal.(2016),couldaffectwaterinterceptionandsoil moistureviaevapotranspiration,andthusinfluencetherelationshipbetweenextremeprecipitationeventsandfloods.The resultsofstudiesinexperimentalbasinsacrossthewesternPyreneesskillfullyvalidatedthishypothesis(Serrano-Muela etal.,2015).
Interestingly,r,theobservedpatternin theheadwatersoftheSegrebasin wasalsorecordedin thelowerreaches.
Regardlessoftheextensiveregulationofthebasinsincethe1950s,extraordinaryfloodswererecordedinthe1980sand 1990s,asaconsequenceofthereconstructionofthemainreservoirsofthebasin. Thisexceptionisrepresentedinthe Pinyanastation,whichwasaffectedbyahighlevelofwaterregulationandawatertransferupstream.Basedonatem- poralperspectiveofseveralcenturies,Barrera-EscodaandLlasat(2015)suggestedthatfloodsintheSegrebasindidnot decreaseduringthesecondhalfofthe20thcentury.OurresultssuggestthatthereservoirsoftheSegrebasinhavehada markedinfluenceontheregulationofordinaryandextraordinaryfloods,butthecapacityofthereservoirnetworktoreduce extraordinaryfloodsmaydependonalargenumberoffactors,includingreservoircapacityandstorageandthedamopera- tionrules.UsingvariouscasestudiesbasedonsmallreservoirsinEurope,Salazaretal.(2012)analyzedtheeffectivenessof floodmanagementmeasures,demonstratingthatthesereservoirsareeffectiveinreducingthedownstreammagnitudeof smallandmediumevents,buthavealmostnoeffectonthelargestfloods.Similarresultshavebeenfoundinotherstudies (e.g.Smithetal.,2010).IntheSegrebasin,itislikelythatthereservoirswouldreducethemagnitudeofextremefloods,
astheirstoragecapacityisveryhigh.Nevertheless,otherphysiographicandclimaticfactorscouldalsoplayimportant roles.
ThebasinsofnortheasternSpainareaffectedbytorrentialrainfallinresponse tovariousatmospheric mechanisms (LlasatandPuigcerver,1997).Extremeprecipitationeventscanoccurfollowingperiodsofextensiveprecipitation,gen- eratinglargevolumesofsurfacerunoff,particularlywhensoilissaturated(Lana-Renaultetal.,2007;García-Ruizetal., 2005,2008).Numerousstudieshaveshownthatannualand/orseasonalclimateconditionscanmarkedlyaffectthecapacity ofreservoirstomanagethelargestfloods.Morán-Tejedaetal.(2012)investigatedthis issueintheDourobasin (cen- tralSpain),concluding thatformostreservoirs,thelevelof alterationtoflowswashighlycorrelated withtheannual inflowvolume.A representativeexampleis thereservoirs, whichwerenot regulatedexcessively, duringyears ofrel- atively highlevelsof water input.Furthermore, López-Moreno et al. (2002)indicated that theinfluence of theYesa reservoir ondownstream floodsinAragonbasin (thewesternPyrenees)dependslargelyonwaterstoragelevel.Thus, theynotedthatwhen thedamwasatgreaterthan 90%capacity,there wasalmostnofloodcontrol,and evenhigher peakflowscouldoccurdownstreambecauseofthesuddenreleasesofthewaternecessaryfordamsafety.Theseresults highlightthedifficultiesinfloodmanagementinhighlycomplexMediterraneanbasins,includingtheSegrebasin,where climatevariability overlapsat various temporal scales(from daily toannual) in determiningthe occurrence offlood events.
ThisstudyindicatesthatreservoirconstructionandwaterusesintheSegrebasinhaveimpactedthefrequency,duration, andseverityofhydrologicaldroughtsdownstreamofthemaindams.Therehasbeenanincreaseinhydrologicaldroughts associatedwiththeobservedevolutionofclimatedroughts,whichisconsistentwiththegeneralpatternfoundfortheIberian Peninsula(Vicente-Serranoetal.,2014).Thisstudysuggestsahighlevelofagreementbetweenthetemporalevolutionof climateandhydrologicaldroughtindicesintheSegrebasin.Thus,bothrecordsindicatedthatthemostseveredrought eventsoccurredinthe2000s,inaccordancewithobservationsinotherbasinsofnortheasternSpain(López-Bustinsetal., 2013).Nevertheless,theresponseofhydrologicaldroughtstoclimatedroughtsdifferedmarkedlybetweentheheadwaters andthelowerareasofthebasin.Intheheadwaters,hydrologicaldroughtsmostlyrespondtoshorttimescalesofclimate droughts,whichisacharacteristicofareaswithlimitedcapacitytowaterstorageaswellasarapidstreamflowresponse toprecipitationvariability(López-Morenoetal.,2013;Barkeretal.,2015).Incontrast,inthelowerareasofthebasin, theresponseofhydrologicaldroughtsoccurredatlongerclimatedroughttimescales,becauseofthehighwaterstorage capacityupstream.ThispatternisalsoacharacteristicofotherregionsoftheIberianPeninsula,wheredamminghasclearly alteredthetimescalesofresponseofhydrologicaldroughtstoclimatevariability(VicenteSerranoandLópez-Moreno,2005;
Lorenzo-Lacruzetal.,2010;López-Morenoetal.,2013).Thus,theincreasedstreamflowregulationintheSegrebasinhas markedlyalteredthetimescalesofresponseofhydrologicaldroughtstoclimatedroughts.Whiletherehasbeensignificant changeinthecorrelationbetweenhydrologicalandclimatedroughtsatvarioustimescalesintheheadwaters,therehas beenaclearincreaseintheinfluenceoflongclimatedroughttimescalesinthelowerareasofthebasin,andaccordinglya reductionintheinfluenceofshortclimatedroughttimescales;thisisconsistentwiththeincreasedstoragecapacityinthe basin.
Numerousstudieshadstressedthepotentialofwaterregulationtoreducetheseverityofdroughts,basedonwater storagecapacity(YehandBecker,1982;McMahonetal.,2006).ThisapproachisapplicableintheSegrebasin,wherealarge reservoirnetworkguaranteesthewatersupplyforlargeirrigatedareasinthelowerpartsofthebasin.Nevertheless,infew instances,theSegrebasinnetworkfailedtoadequatelymeetwaterdemandsforirrigation.Arepresentativeexampleisthe mostextremedroughteventsoccurredduringthe2000s.
Nevertheless,fromahydrologicalperspective,thewaterregulationsystemdoesnotappeartobesoefficientformanag- inghydrologicaldroughts.IntheheadwatersoftheSegrebasin,theincreaseinthedurationandmagnitudeofhydrological droughtswasless,comparedtoclimatedroughts.Thiswasprobablybecauseofthecapacityofthemountainheadwaters tosplitlongdurationclimatedroughtsinresponsetointenseshortdurationprecipitationevents.Incontrast,inthelower areasofthebasin,theoppositepatternwasobserved,withamarkedincreaseinthedurationandmagnitudeofhydrological droughtsrelativetothatofclimatedroughts.IntheSegrebasin,therehasbeenalargedecreaseinstreamflow,asacon- sequenceoftherecentdecreaseinprecipitationandincreaseinAED.However,thedecreaseinstreamflowismuchmore pronouncedinthelowerareasofthebasin,duetothehighandincreasingdemandsfordifferentdomesticandagricultural uses(Vicente-Serranoetal.,2016).
Thehighdemandforwaterforagriculture,urban,andtouristusesintheIberianPeninsulahavemadetheaccentu- ation ofhydrologicaldroughts downstream largereservoir systemsa commonmanagementpractice.Thisfeaturehas alreadyobservedintheDourobasin (Morán-Tejedaetal.,2012)and theheadwaters(Lorenzo-Lacruzetal.,2010)and lowerreaches(López-Morenoetal.,2009)oftheTagusbasin.Theobjectiveofreservoirmanagementinanybasinispri- marilytosupplywaterforvarioususes,besidesreleasingwatertorivers.Becauseoftheneedtomeetthedemandsof waterusers,thebaseflowinmostregulatedriversismuchlowerinmagnitudethanthatinriverswithnaturalstream- flow(Ibà ˜nezetal.,1996;Batallaetal.,2004).Thisfeaturelargelyexplainstheobservedincreaseinhydrologicaldroughts downstreamofmajordams,whichinaccordanceincreaseswaterregulationcapacitytosupplyirrigatedlands,urbanareas andlivestockfarms.Thisisexacerbatedduringextremeclimatedroughtperiods,suchasthoseaffectedtheSegrebasinin 2007–2009,whenthesupplyofavailablewaterresourcestothevariouswateruserswasprioroverstreamflows.However, thestreamflowreductioncannotaffectaminimumenvironmentalflow,establishedbythecurrentenvironmentallawsin Spain.