Climate Change and Forest Insect-Pests

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    TheGreeneryajournalofEnvironmentandBiodiversity7(1)September2009 Jha

    ClimateChangeInducedPotentialImpacts(ecophysiological)onInsectPestsin

    NepaleseForests:ASynopsisforFutureResearchandManagement

    BidyaNathJha

    Asst.Research

    Officer,

    Department

    of

    Forest

    Research

    and

    Survey,

    GPO

    3339,

    Kathmandu,

    Nepal.

    ResearchStudent,FacultyofLifeSciences,UniversityofCopenhagen,Denmark.

    Email:[email protected];[email protected]

    Abstract:

    Thisstudyaimsatreviewingtheavailableliteraturesontheecophysiologicalimpactsofclimatechangeonforest

    insectpests and its hosts. Methodology adopted for preparing the paper is the critical review of literatures

    available inCopenhagenUniversitysLife librarydatabases.Withstandingwiththeglobalprojectionsofclimate

    change, Nepal will experience a noticeable rise in temperature and changed rainfall pattern throughout the

    country inyears to come.These changes can createmixedecophysiological impactsover the insectpestsof

    NepaleseForests.Inthelightofstatisticsonprevailingclimate,projectedclimaticconditionsandforesttreesand

    associated insectpests inNepal; the insectpests invasion seems to be obvious than before.Altered climatic

    trends invite conditions like expansion of natural range by forest insectpests adapting to new environment.

    Insectpestscanalsoswitchtheirhostbyturningthemselvespolyphagoustomeetthenutritionalrequirementin

    new climatic conditions. Besides, advancing their physiological and phenological processes and reducing the

    vulnerabilityofbeingpredatedareotherpotential impacts that canhappen to insectplant interaction in the

    futureclimaticscenarios.Thesechangesinturnareexpectedtohinderthevitalforestryfunctionsthroughpest

    damageincludingcarbondioxidesequestrationcapacityofforestsinNepal.

    Key Words: Climate change, ecophysiological impacts, range extension, phenology, insectspests, diapause,

    Nepal,morphogenesis

    BACKGROUND:

    Insectspests are one of the major ecological components of forest ecosystem but their contributions and

    ecologicalroles inglobalchangeandforestryhaveoftenbeenoverlookedandneglected.Thecontributionand

    ecologicalprocessesassociatedwithforestinsectpestsarebothpositiveandnegativefortheforestecosystem.

    To illustrate, these groups contribute to the natural regeneration of plant through its remarkable role in

    pollination.Ontheotherhand,theyarealsoresponsibleforcommercial lossthroughtissuedamageofwoody

    componentofforestsandsignificantreductionofforestsnaturalcapacitytofixtheatmosphericcarbondioxide

    inmultipleways.Manystudiesfromdifferentpartoftheworldsuggestthatinsubarctic,borealandtemperate

    foreststheaverageconsumptionforminsectherbivoryrangesfrom110%offoliageofdominanttreespecies.In

    specificcase

    of

    temperate

    broadleaved

    forests,

    for

    example,

    an

    average

    of

    7.1%

    of

    damage

    is

    reported

    by

    forest

    insectpests(ColeyandBarone,1996).

    History of extreme outbreaks of the insectpests in different forest types of the world in last century have

    compelledthescientiststostudytheassociatedlinkbetweenclimatechangeandoutbreakeventsinthecourse

    oftime.DuetosharpvariationsinaltitudefromSouthtoNorth,Nepaloffersluxuriousmicroclimaticgradientsto

    differentgeneraandspeciesofforestinsectspestsinNepal. Thapa(1997)hasenumeratedapproximatelyover

    fivethousandsofinsectspeciesfromNepal.Alargernumberofforestpestsarereportedtodamagebothnatural

    and plantation forest of Nepal. Although numerous published and unpublished literatures exists about the

    incidentaloutbreaksof forestpestepidemics inNepalandoutside in recentyears (Jackson,1987;FAO,2003;

    Jakobet al., 2007; FAO, 2007; FAO, 2009), its link with climatic variables and statistics on the damage

    assessmentsare lacking inNepal.Anothergroupofstudiesofrecentdecadesonplatpests interactions (Coley

    4

    mailto:[email protected]:[email protected]
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    TheGreeneryajournalofEnvironmentandBiodiversity7(1)September2009 Jha

    andBarone,1996;FAO,2007;FAO,2009)mostlyconcludethatdamagesofwoodyplantsbytheseorganismsare

    goingtoincreasewithalteredtemperatureandprecipitationregimesinyearstocome.

    Therefore,thisstudyaimsatevaluating theavailablestudieson theclimatechange impactson forest insects

    pestsecophysiology.Theintentionistoelaboratearesearchandmanagementdimensioninplantandinsects

    pests interactionwhichNepalese forestsmay face indifferentclimaticpredictionsforthe future.Thispaper is

    basedontheassumptionsthatscientificstudyofclimatechangeimpactsoverforestinsectpestsecophysiology

    ontheotherpartoftheglobecanalsobegeneralizedinNepaleseconditionswithsomecasespecificexceptions.

    Nonetheless,majorityof review isbasedon thestudiesconducted insimilarconditions throughout theworld

    ratherthanbeingconfinedtoNepaleseforests.Oneofthemanybasesforadoptingthisapproachforthestudyis

    therevelationthatNepalsclimatictrendsarenotsurprisinglydissimilartorestoftheworldespeciallyNorthern

    Hemisphere(Shresthaetal.,1999).METHODOLOGY:

    This review is based on the desk study of different literatures from secondary, published and unpublished

    sourcesavailable

    either

    in

    print

    or

    digital

    media

    into

    the

    LIFE

    library

    databases

    of

    Copenhagen

    University,

    Denmark.The firststepwas toestablishdifferentsearchparameters forthe literaturehuntwithcoinedstudy

    objectivesforthewriting.ThesearchparametersortermswereexclusivelyappliedintothedifferentLIFElibrary

    database system for finding out the available resources (Annex 1). Out of the massive hits found, selected

    number of relevant literatures especially international journal articles, books and research papers were

    scrutinizedandrankedforthereviewpurpose.Objectiveorientedclassificationofliteratureswasperformedand

    ultimate reviewsourceswereachieved.Priority for thereviewwasgiven for thosearticlesor researchpapers

    whichwereappearingrelativelyrecent,studiedfromtheprimarysourcesofinformationandthestudyareawas

    Nepal or the vicinity or from similar conditions. Consultations from the lecturers (2), library staffs (3) and

    graduatescholars(2PhD;and5M.Sc.)wereothersourcesofinformationforfurtherliteratureandinformation

    forthereview.

    RESULTANDDISCUSSION:

    PastandprojectedclimateTrendsinNepal:

    An intensiveanalysisofmaximumnumberofmeteorologicaldataofyearsbetween1971and1994 (collected

    from49numbersofmeteorologicalstationsfrommidhillsandmountainsand14numberofstationsfromTerai

    andSiwaliks)revealsthatthemuchdiscussedclimatechange(especiallyincreaseintemperature)istakingplace

    inmorethananticipatedrateinthecaseofNepal(Shresthaetal.,1999).Therateoftemperatureincreaseperyearwerefoundtobe0.06

    0Cto0.12

    0Cincaseofmidhillsandmountainand0.03

    0Cforthecaseoflowland

    Nepal (Shresthaetal.,1999).The temperaturedifferencesarehigherandpronounced in thedrywinter spellthan the monsoon and pre monsoon records. Before the year 1978, temperatures of the five development

    regions,nationalaverageand individualstationsweremostlyconstantordecreasing,however,after1978 the

    generaltrend

    for

    all

    regional,

    national

    and

    stations

    temperature

    were

    found

    increasing.

    This

    study

    also

    found

    thattheseasonalandspatialdistributionofwarmingtrends inNepalhasalsoaconsiderablebearinguponthe

    monsooncirculationofthecountry (Shresthaetal.,1999;Shresthaetal.,2000).Moreover,therelatively longtemperature recordsofKathmanduValley (since1921)demonstrated the samepatternofwarming trendsas

    observed in Northern Hemisphere by different studies, which in turn indicates that there exists relationship

    betweenglobalclimatechangetoNepalswarmingtrend(Shresthaetal.,1999).TemperaturetrendanalysisforSouth Asia (IPCC, 2007), which also bears an indirect implication for Nepals temperature trend, has been

    reproducedinFigure2.

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    Table 1: Temperature Trend of Nepal (Positive Numbers for Increasing trend and negative numbers for

    decreasingtrends)

    MeanTemperatureTrendinNepalbyRegions19771994(0C)(Shrestaetal.,1999)

    Winter (Dec

    Feb)

    Pre Monsoon

    (MarMay)

    Monsoon (Jun

    Sep)

    Post Monsoon

    (OctNov)

    Annual

    (JanDec)

    TransHimalayas 0.124 0.005 0.109 0.099 0.09

    Himalayas 0.09 0.05 0.062 0.075 0.057

    MiddleMountain 0.059 0.05 0.055 0.094 0.75

    Siwalik 0.015 0.01 0.021 0.077 0.041

    Terai 0.006 0.004 0.014 0.069 0.041

    Nepal 0.061 0.032 0.051 0.081 0.059

    Temperaturevariationsintable1havealsobeensupportedbyotherstudiesinNepalandinthevicinity.Sanoetal. (2005), for instance,has found thatwinter temperaturehasbeen significantly increasing inwesternNepal

    since last400yearsbasedonhisdendrochronologicalanalysisofAbiesspectabilis tree rings.SimilarlyLiuandChen(2000)alsofortifiedtheabovetrendswiththeirrespectivestudiesintotheTibetanPlateau(othersideof

    Himalayas)fromtheanalysisofclimaticrecordsofmorethanfourdecades.

    Figure1:TemperatureTrend(AnnualMeanMaximum)inNepal(Shresthaetal1999,inWWF,2005)

    Basedonthehistoricalchanges inglobalclimate, IntergovernmentalPanelonClimateChange(IPCC)hasmade

    scientificpredictions

    for

    the

    climatic

    anomalies

    under

    different

    emission

    (Low

    and

    High)

    conditions

    and

    time

    horizons(baseyearslongterm:2080;mediumterm:2050andshortterm:2020)forglobalgeographicalareason

    theearth (IPCC,2007).Although IPCC report (IPCC,2007)havenot includedclimaticpredictionexclusivelyon

    Nepal,butpredictionsforthecountryhasbeenmade intothebroaderframeworkofSouthAsianregion.Also,

    this report includes thevulnerabilityanalysisonSouthAsian level for theclimatechange impactondifferent

    areas.Biodiversityhasbeenidentifiedasoneofthemostvulnerablesectorwith 2vulnerabilityscoreandwith

    veryhighconfidencelevelforpredictiontobeimpactedbythesepredictedclimaticanomalies.

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    Table2:PredictedvariationinprecipitationforSouthAsea

    PredictedChangeinPrecipitation(%)forSouthAsia(IPCC,2007)

    ShortTerm(2020) MediumTerm(2050) LongTerm(2080)

    Periodof

    the

    yearLow

    EmmissionHigh

    EmmissionLow

    EmmissionHigh

    EmmissionLow

    EmmissionHigh

    Emmission

    December

    February

    4 3 0 0 6 16

    MarchMay 8 7 24 26 20 31

    JuneAugust 7 5 11 13 15 26

    September

    November

    3 1 6 8 10 26

    Figure2:PredictedVariationinTemperatureforSouthAsia

    In addition to IPCC projection, Nepal specific predictions have also been made recently through adopting a

    number of climate prediction models (Agrawala et al., 2003). The brief, the result for the projection oftemperatureandprecipitationshavebeenreproducedintable3:

    Table3:PredictedvariationsinTemperatureandPrecipitationinNepal

    PredictedChangeinClimaticVariablesforNepal(Agrawalaetal.,2003)Temperature(

    0C) Precipitation(%)

    Year Annual DecFeb JunAug Annual DecFeb JunAug

    2030 1.2 1.3 1.1 5 0.8 9.1

    2050 1.7 1.8 1.6 7.3 1.2 13.1

    2100 3.2 3.2 2.9 12.6 2.1 22.9

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    ClimateChangeImpactsonForestInsectPests

    Aswiththeotherbiologicalorganism,the lifecycleof forest insectpestsarehighlydependentontheclimatic

    conditions of a particular locality, with well defined threshold levels of survival or maximal growth and

    development.Numerousstudies (Beeson,1941;Nair,2007;Evans,2008)describethecriticalclimaticvariables

    which

    have

    deterministic

    role

    in

    the

    survival

    and

    growth

    of

    forest

    insect

    pests

    with

    respect

    to

    its

    stages

    of

    life

    cycle.Inbrief,mostofthestudiessofarconducted,haveagreedthattheexpectedclimaticchangesaregoingto

    promotethe lifecycle,growthanddevelopmentofthemajorityof forest insect pests ingeneral.Withspecial

    referencetoNepalconditions,followingaresomeofthemostvisiblepotentialimpactsthatclimatechangemay

    causeontheforestinsectpestsandtherespectivehosts(Nair,2007;Evans,2008):

    RangeextensionofForestInsectsPests:

    The most pronounced impact of increased temperature over the insectpests is their migration towards the

    northernforesthabitats.Althoughclimatechangeimpactsonforestinsectsandtheirmigrationpatternhasnot

    been studied inNepal, therearenumberof internationalexampleswhich canbeused to simulate the forest

    conditionsinNepal.Forinstance,asurveyconductedbyPermesanandYohe(2003)ontheinsectreciprocation

    ofclimatechangeconcludedthatamongthesurveyedspecies80%ofthesurveyedspeciessiftedtheirnatural

    rangetowardsthenorth withanaveragerateof6kmin10years.Similarly,Evans(2008)presentedthespecific

    caseofPineprocessionarymoths(Thaumetopoeapityocampa)northwardjourneyfromperipheryofOrleanstoasnorthasFontainbleau inFrance. Itshifted itsnaturalrangeofoccurrenceby87kmsince1972to2004,with

    acceleratedrateoftravelinlasttenyears(56km).Usingthehistoricaldataof100years,Jepsenetal.(2008)haverecentlydocumentedhowtwospeciesofforestinsect pests,viz.OperophterabrumataandEpirritaautumnatashifted their range in last two decades in subarctic birch forest of Norway. These studies coincide on a

    conclusionthatthechangesinglobalclimatehavepromotedforestinsect peststoexpandtheirrangetowards

    thedirectionofthehigheraltitudesandlatitudes.ImportanceoftheknowledgefromthesestudiesinNorthern

    HemispherecouldberelatedtoNepalesecontextsbecauseofNepalssimilarity inclimaticchangetrendswith

    NorthernHemisphere(Shresthaetal.,1999).RangeJumpandAccommodation:

    Rangejumpisanothersortofphenomenonassociatedwithforestinsectpestsintheadventofclimatechange.

    Forest/plantproducttradesareoneofthemaincausesamongothersthatcarrythehighriskofrangejumpor

    accommodation of non native species into the Nepalese forest areas.There are numerousexamples where

    seeds are imported for the plantation activities in Nepal e.g. Eucaplytus specie and Leucaena species from

    Australia,CryptomeriaspeciesfromJapanandmanymorefromIndiaincludingTectonagrandis,DalbergiaSissooandAcaciacatechu(Jackson,1987).Innewclimaticconditionsinthefuture,therewillbenowonderiftheAsianlonghornbeetle(Anoplophoraglabripennis),(manybroadleavedbased)whichisnativetotheregionsofJapan,ChinaandKoreaandhasalreadyfoundinUSandCanadathroughtrade(Bond,2008;FAO,2009),orothersimilar

    destructive pests, will be brought to Nepal through plant product transactions (especially seeds) from other

    regionorcountries.

    ImpactonInsectsPestsPhenology:

    Climatechangeconditionsmay impact toadvance someof thephenologicaland lifecycleprocesses in forest

    insectpests. Permesan and Yohe (2003) found in their study that about 87% of inventoried insect species

    showedadvancementincertainphonologicalprocesseslikefloweringorspringmigrationduetothepastchange

    in the climate. Number of eggsper generation laid byHoplocerambyx spinicornis (a serious threat to Shorearobustatrees inNepal) ranges100300andviabilityof theeggsrangesbetween75%and100%dependingon

    temperature and moisture conditions (Beeson, 1941; Nair, 2007). Warming induced conditions can create

    favourablemicroclimaticconditionstorealizethisdestructivepestshigherrangeofviability(i.e.100%)inNepal.

    Besides,thelarvalphasewhichisresponsibleformaindamageinthewoodandremainsfor610monthscanbe

    prolongediftemperatureconditionsarefavoursinthefuture.

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    Climatechangeisalsogoingtoimpacttherelationshipofforestpestswithitsnaturalenemiesthroughreducing

    the riskystagesofbeingpredated,e.g. larvaandpupation, throughtheenhancedspeedof lifecycle.Relative

    warming in winter (as predicted) advances the early stages (winter dormancy; eggs and transition between

    dormancyandactivestage)andthereforereducesthechancesofbeingpredated(Bernays,1997;Evans,2008).

    Developing

    host

    generality

    over

    the

    host

    specificity

    in

    Forest

    Pests:

    ThereareanumberofforestinsectsinNepalwhichshowsthecharacteristicsfeatureofdependingononlyone

    host tree species e.g. Hoplocerambyx spinicornis (Sal Borer). However, due to reduced nutritional value(especiallyNitrogencompounds)oftree leaves inresponsetoelevatedtemperatureandcarbondioxide inthe

    atmosphere, the probability of a specific pest to switching its host, i.e. turning from monophagous to

    polyphagous,becomeshigher(Battisti,2008;Huntetal.,2006)ImpactsonInsectsPestsPhysiology:

    Globalwarmingcan impact the reproductive, survival,growthanddevelopmentpotentialof forestpests.The

    riseof temperaturemaysignificantlyenhance the reproductivecapacity in forestpestsbyadvancing their life

    cycleactivitiesandshorteningthegapbetweeneachstage.YamamuraandKiritani(1998)mentionsthatariseof

    20Ctemperature

    (which

    is

    predicted

    for

    Nepal

    for

    next

    50

    years)

    may

    give

    rise

    of

    one

    to

    five

    additional

    pest

    generationsperyear,andincaseofdifferentspeciesofaphids,theratebecomeshigher.Anumberofforesttree

    specieshavealreadybeenreportedtobedamagedbydifferentspeciesofaphidsinNepale.g.Alnusnepalensis,PiceasmithianaandAcerOblongum(Jackson,1987).Wintermortality in insectpests iscommonphenomenabecauseof the low temperature.Reduction inwinter

    cold is removing the major control factor of insectpests in altitudinal and latitudinal temperate region

    (Harringtonetal.,2008).Manyhighaltitude(above2000m)forestpestsbasedonWillow,Birch,Ash,Spruceandotherhighaltitude coniferousandbroadleaved speciesofHimalayas shows this remarkabledormancyperiod

    betweenDecembertoMidMarch(Beeson,1941;Nair,2007).Impactofincreasedwintertemperatureongreen

    spruceaphid(Elatobiumabietinum)populationhavebeenstudiedwithmostrecentdatasetof41yearsinSouthEngland(WestgarthSmithetal.,2007).Thisstudyfoundthatifthewintertemperatureisgoingtoincreaseby230C,whichalso is thepredicted rise in temperature fornext50100years inNepal (Shresthaetal,1999), the

    aphidmayrealizeitsbioticpotentialofreproductionandcausespruceepidemicsinthatareainyearstocome.

    TheForestResearch(2008)ofUKForestryCommissionpointoutthatincaseofanoutbreakofspruceaphid,the

    growthofinvadedtreemayreduceupto30%inayear,andincaseofrealizedbioticpotential,thedamagemay

    yieldmorethanbeingexpected.

    Manyofinsectspests,especiallyfrommiddletohigheraltitudesandlatitudes,haveapronouncedcharacteristic

    of suspending their metabolic activities temporarily during their life cycles due to a process being known as

    diapause. The stage is further characterized by decreased level of morphogenesis, increased level of

    environmentalresistance,andreducedconsumptionofplantmaterialbythepests(Tauberetal.,1986).Climate

    change (raisedtemperature)mayactasexternalenvironmentalstimulation forbreaking thediapausestage in

    forestinsectpestsinadvanceandactivatetheirphysiologicalprocessessothatmoreconsumptionofplanttissue

    becomesobvious(Battisti,2008).

    ImpactsonHosts

    Theavailabilityofextralevelofatmosphericcarbondioxideduetoclimatechangeenhancesthefoliargrowthin

    trees which further imbalances the natural carbon nitrogen (C/N) ratio. An experimentation on Impact of

    endemicinsectherbivoryonstructureandproductivityofvegetationinNorthernEuropefoundthatplantgrown

    inelevatedcarbondioxide(CO2)concentrationhavelowernitrogenconcentrationsandhigherconcentrationof

    non structuralcarbohydrates (Kozlov,2009).Thischange inducednitrogendeficiencyand imbalances inother

    nutritional value of the forest vegetation become insufficient to meet the metabolic requirement of

    phytophagous insects (pests)qualitatively.This in turn forced them toconsumemorequantitiesofvegetative

    materialsto fulfiltheirnutritionaldemand tocompensatereduced foodquality (AyresandLombardero,2000;

    Kozlov,2009;

    Battisti,

    2008;).

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    Theclimatechangeinduceddroughtisreportedtodevelopakindofstressgradient,anddeclineinthestomatal

    conductance of the forest trees which make them more prone to the insectpests attack (Scarr, 1998). Sal

    (Shorearobusta)trees,forexample,havebeenfoundtobemoreattackedonthenutrient(includingwater)poorsitese.g.ridgesandsandysoilsthanonambientconditionsbySalborer (Hoplocerambyxspinicornis) (Jackson,1987;Nair,2007).Intheconditionofsummerdrought,whichisapredictedconditioninNepal;manyIpsspecies(64worldwide) (FAO,2009), the pine bark beetles, are expected to invade the coniferous plantations in thesubtropical to lowertemperateregionsofNepal.KhoteSalla (Pinus roxburghii) forestarehighlysusceptibletoincreased damage by this kind of beetle mostly because it has most of its area under high prone zone for

    summerdroughtaspredictedbyabovementionedsourcesinNepal.

    CONCLUSION:

    ClimatechangeisoccurringinanalarmingrateandatanextentthatresearchersusedtoanticipateforNepal.It

    hasvarietyofdirectandindirectbearingsovertheabioticandbioticsystemsofNepal.Higherclimaticvariations

    andtheresultantforesttypesofNepalofferhomeforavastnumberofforestinsectpests.Thesetinycreatures

    have often not been given due attention by the researches despite the fact that damages caused by these

    organismsaresignificantand increasing.Forestbased insectpestsand itsextent,magnitudeand frequencyof

    damagesand

    its

    relation

    with

    climatic

    variations

    need

    to

    be

    assessed

    scientifically

    before

    any

    serious

    damage

    is

    causedinforestsofNepal.PredictionfortemperatureriseandalteredprecipitationpatterninNepalshouldbe

    taken as one of the potential threats for the commercial objectives of forestry in Nepal. Host changing and

    realizationofbioticpotentialbydestructiveforestpestsmaygiverisetoseriouseconomicandecologicalthreat

    inmultiplewaysinNepaleseforestry.

    ACKNOWLEDGEMENTS

    MyspecialthanksgototheProfessorNielsStrangeforencouragingmeforthiswriting.Thesupportivehandsof

    LIFElibrarystaffsforsearchingandavailingtherequiredarticlesinprintarealsohighlyacknowledged. Iamalso

    humblythankfultoSHEACTeamandthepresident forprovidingmetheopportunitytopublish inthereputed

    Greenery.

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    Appendix1:Thesummaryofdatabasesearchrecordsfordifferentsearchparameters

    Database/Search

    Location

    Searchterms/parameters Resulting

    numbers of

    references

    Number of useful

    references

    CABABSTRACTS 1. Climatechange*2. ForestInsectPests*3. GlobalWarming*4. Joint search with 1,2 and 3 (using AND

    operator)

    5. Joint search with 1 , 2 and 3 (using ORoperator)

    6. Carbon*Insects*Forests*7. ForestEntomologyand/orClimateChange8. EcophysiologyofInsects

    1123

    1527

    2321

    2576

    2765

    1656

    1934

    22

    17

    11

    12

    9

    7(overlaps)

    2

    1

    2

    AGRICOLA

    1. Climatechange*2. ForestInsectPests*3. GlobalWarming*4. Joint search with 1,2 and 3 (using AND

    operator)

    5. Joint search with 1 , 2 and 3 (using ORoperator)

    6. Carbon*Insects*Forests*7. ForestEntomologyand/orClimateChange8. EcophysiologyofInsects

    3467

    946

    2226

    472

    498

    23

    44

    4

    17(overlaps)

    3

    0

    1

    3

    2

    5

    0

    CAB ABSTRACT

    ARCHIVE

    1. Climatechangeforestpests* 45 7(overlaps)AGRIS

    1. ImpactsofClimateChangeonInsects*2. ForestInsectsandClimateChange*3. Baseageinvariantmethod*

    392

    536

    6

    9

    9

    4

    Google Search

    (English)

    1. ClimateChangeImpactsonForestPests2. NepalForestInsectsandClimateChange3. IndiaClimateChangeandForestInsects4. WorldClimatechangeandForestPests

    860,000

    10,400

    35,000

    67,700

    18(10pagesonly)

    6(10pagesonly)

    11(10pagesonly)

    4(10pagesonly)

    GOOGLESCHOLAR 1. Climate Change in Nepal and Forest*Insects

    2. ClimateChangeinIndiaandForest*Insects4,830

    26,900

    14(overlapping)

    3(10pagesonly)

    Personal Contact

    (Lecturers/Library

    staffs/fellow graduate

    students)

    1. Subjectiveconversation Altogetherthey

    referredto9

    number of

    references

    4(3overlapping)

    Note:Thisisnotexhaustivelistofsearchhistorythattheauthorhasperformedforliteraturesearch.