FactorsMinfluencingMfarmers’MpreferencesMaboutM
agriculturalMequipmentMsupply.MAMliteratureMoverview
Davide)RIZZOo)Elisa)M9RR9CCINIo)9nne)COM79UD
directSseeding
mulching
decisionSsupportSsystemSFdssC
rolloverSprotectiveSstructures
impact
technicalSefficiency
erosionScontrol
adoption
farmer
health
ghana
mechanisation
soilSerosion
animalStraction
decisionSsupportSsystems
mechanization
landSdegradation
riskSassessment
methane
agriculturalSengineering
plantSdisease
carbonSdioxide
energy
agriculturalSmachinery
design
agriculture
agriculturalStractor
agriculturalSsafety
farmers
farm
safety
cropSresidues
innovation
soilSorganicSmatter
evaluation
ict
noise
processing
ardSplough
tractors
gnss
incident
management
china
waterSquality
accident
extension
economics
marasha
grain
conservationStillage
derderoM
hsvSFhueSsaturationSvalueC
permanentSbeds
farmSsurvey
adaptation
decisionSmaking
intervention
foodSsecurity
gis
bangladesh
accidentSprevention
northScarolina
cropSresidueSmanagement
climateSchange
carbonSsequestration
farming
gps
fieldSefficiency
coverScrops
personalSprotectiveSequipment
energySefficiency
raisedSbeds
injury
rops
passiveSprotection
emissions
conservationSagriculture
agriculturalSmechanization
coolSfarmStool
tractor
cropSrotation
agriculturalSinjuries
india
economicSgrowth
indigenousSknowledge
noYtillage
inverseSrelationship
technology
internetSofSthings
farmSvehicleScrashes
agriculturalShazards
monitoring
farmSmachinery
conventionalStillage
equipment
nitrousSoxide
income
survey
erosion
soilSmanagement
automation
sustainability
controlSsystems
croppingSsystems
precisionSagriculture
minimumStillage
machinery
SPAIN
AUSTRIA
FRANCE
M ALAYSIA
BRAZIL
OM AN
NEW SZEALAND
DENM ARK
NETHERLANDS
TUNISIA
AUSTRALIA
PORTUGAL
BELGIUM
THAILAND
ETHIOPIA
SOUTHSKOREA
POLAND
UNITEDSSTATES
USA
BULGARIA
UNITEDSSTATES
CHINA
TURKEY
BANGLADESH
ITALY
UNITEDSKINGDOM
SW EDEN
SPAIN
M ADAGASCAR
FRANCE
GERM ANY
NIGERIA
TURKEY
EGYPT
INDIA
GHANA
UGANDA
CZECHSREPUBLIC
livestock
mulching
agricultural
planter
gammaSradiation
labor
compost
commercialSenergy
energyYuseSpatterns
ruralSareas
consolidation
automaticSdataSacquisition
radiationYcurableSimpregnants
arableSfarmSmechanisation
ecosystems
emergence
specificSenergy
burkinaSfaso
benefitYcostSratio
modifications
nonYrenewableSenergySsources
newSgermanSfederalSstates
energySrequirements
energySmix
yield
renewableSenergySsources
draughtSanimalSpower
farmingSmachinery
arableSfarming
machinerySselection
telephoneSsurvey
outputYinputSenergySratio
agriculturalSequipment
riskSperceptionsagriculture
machines
humanSenergy
perceptionSanalysis
croppingZfallowingSpractices
safety
zebu
workingSpostures
corn
sprayers
tractors
sawmiller
change
northernScameroon
hazardSevaluation
educationalSprograms
ruralSrehabilitation
smallholderStimberSproduction
zai
fastYgrowingStreeSspecies
croppingSintensity
soybean
noYtill
shiftingSagriculturalSmodel
gmelinaSarborea
horse
artifacts
unsprayedScropSedges
machinerySsystemSsimulation
households
conservation
farming
conjointSanalysis
farmer
fieldSefficiency
personalSprotectiveSequipment
childhoodSinjuries
farmSroadSsystem
agriculturalSmechanization
archaeologicalSfinds
wheatScrop
donkey
tilling
preventiveSstrategies
expertise
standSestablishment
amazonia
roadSconstruction
spatialSdata
technicalSandSecologicalSdemands
surveillance
transport
landSrotation
informationSdistribution
machinerySmanagement
fuelwood
sourceYwiseSenergy
physiologicalSeffects
performanceStests
discomfort
decayedSwood
energySanalysis
natureSconservation
documentation
marketingStreeSproducts
healthSconcerns
operationYwiseSenergy
NETHERLANDS
ITALY
PHILIPPINES
AUSTRALIA
UNITEDSSTATES
INDIA
FRANCE
UNITEDSSTATES
AUSTRIA
AUSTRALIA
NETHERLANDS
FRANCE
GERM ANY
PUERTOSRICO
BRAZIL
BRAZIL
FRANCE
INDIA
UNITEDSSTATES
farm power and
machinery availability
questionnaire
epidemiology
decisionSmaking
workableSdays
woundsSandSinjuries
UNITEDSSTATES
CANADA
FRANCE
AUSTRALIA
anthropometric
agriculturalSmachinerySindustry
assistiveStechnology
rolloverSprotectiveSstructures
environmentalSmodification
children
erosionScontrol
combinehealth
animalStraction
agriculturalSlabourSmarkets
decisionSsupportSsystems
compaction
mechanization
rops
cuttingSwidth
agriculturalSmachinerySsafety
alqueva
controlledStraffic
noise
design
cattle
agriculture
controllerSareaSnetwork
agriculturalSfatalities
alcohol
agriculturalSsafety
farmers
access
safety
ardSplough
tractors
china
waterSquality
environmentalSbenefits
accident
disabilities
conservationStillage
agriculturalSworker
croppingSpattern
derderoM agriculturalScensus
africa
noYtill
decisionSmaking
management
accidentSprevention
environmentalSgoodsSandSservices
northScarolina
conservation
carbonSsequestration
injury
energy
coverScrops
conventionalStill
agroecology
passiveSprotection
emissions
cropSproductionSsystems
conservationSagriculture
cropSrotation
agriculturalSinjuries
digitalSfilters
noYtillage
crashSdata
dealer
farmSvehicleScrashes
agriculturalShazards
farmSmachinery
conventionalStillage
equipment
depression
soilSerosion
pesticides
alentejo
draught
chineseSfarmers
deforestation
sustainability
precisionSagriculture
machinery
UNITEDSSTATES
SLOVAKIA
UNITEDSKINGDOM
GERM ANY
JAPAN
UNITEDSKINGDOM
POLAND
AUSTRALIA
AUSTRALIA
IRAN
UNITEDSSTATES
PORTUGAL
NIGERIA
UNITEDSKINGDOM
CANADA
INDIA
BRAZIL
TUNISIA
KENYA
BENIN
CHINA
NIGERIA
AUSTRALIA
UNITEDSSTATES
FRANCE
BELGIUM
ETHIOPIA
JAPAN
SPAIN
AUSTRIA
NETHERLANDS
farmSmechanization
weedSmanagement
directSseeding
subYsaharanSafrica
decisionSsupportSsystemSFdssC
windSerosion
agriculturalSmechanizationSindex
technicalSefficiency
adoption
tillage
farmer
ghana
mechanisation
zimbabwe
mechanization
supportSvectorSmachineSFsvmC
agriculturalSmachineryStotalSpower
supportSvectorSmachine
agriculturalSinformationZknowledge
riskSassessment
watershed
agriculturalSengineering
plantSdisease
climateSchange
agroYexportingSperiod
agriculture
agriculturalStractor
farmers
cropSresidues
innovation
soilSorganicSmatter
sensor
ict
processing
robots
tractors
gnss
technologySadoption
ontology
stripStillage
accident
extension
economics
survey
conservationStillage
hsvSFhueSsaturationSvalueC
adopters
soilShealth
adaptation
agriculturalSoperations
foodSsecurity
gis
bangladesh
agriculturalSknowledge
cropSresidueSmanagement
agriculturalSsystems
agricultureSmachinery
agriculturalSlabor
energy
gps
smallholderSfarmers
fieldSefficiency
knowledgeSrepresentation
energySefficiency
agriculturalSdevelopment
machinerySmanagement
economicSgrowth
agentYbasedSmodelling
conservationSagriculture
agriculturalSmechanization
tractor
technologicalSinnovation
cropSrotation
india
agriculturalSmachinery
precisionSagriculture
noYtillage
technology
internetSofSthings
farmSmachinery
conventionalStillage
grain
erosion
technologicalStrajectories
affordance
soilSmanagement
automation
supportSvectorSregression
agriculturalSservices
controlSsystems
croppingSsystems
minimumStillage
agriculturalSmachineryScost
KENYA
BELGIUM
TANZANIA
M ALAYSIA
IRAN
CROATIA
CZECHSREPUBLIC
NORW AY
INDIA
CHINA
INDIA
UNITEDSSTATES
FRANCE
TURKEY
GERM ANY
UNITEDSSTATES
GHANA
FINLAND
CANADA
SOUTHSKOREA
SPAIN
JAPAN
CHINA
AUSTRIA
UGANDA
EGYPT
INDIA
THAILAND
USA
CANADA
SRISLANKA
AUSTRALIA
ITALY
UNITEDSSTATES
GREECE
GREECE
DENM ARK
UNITEDSKINGDOM
SaturdaymFebruarym25m2017m
ParcmdesmExpositionsm-mVillepintem|mFrance
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friendlymagriculturemmmm
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machinerymandmsystems
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9ND))TITLE@97S@KEY)r)2surve.2)c))OR))TITLE@
97S@KEY)r)2need.2)c))OR))TITLE@97S@KEY)
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r)2prefer.2)c))OR))TITLE@97S@KEY)r)2criter.2)c))
OR))TITLE@97S@KEY)r)2adoption2)c)
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OR))TITLE@97S@KEY)r)2farm*Mequipment.2)c))
OR))TITLE@97S@KEY)r)2agri*Mtool.2)c))OR))
TITLE@97S@KEY)r)2farm*Mtool.2)c))OR))TITLE@
97S@KEY)r)2agri*Mmachine.2)c))OR))TITLE@
97S@KEY)r)2farm*Mmachine.2)c))OR))TITLE@
97S@KEY)r)2agri*Mmechani?ation2)c))OR))
TITLE@97S@KEY)r)2farm*Mmechani?ation.2c))
1970-2000
ChaireMAgro-MachinismeMetM
NouvellesMTechnologies
1970-today
N=576
N=143 N=163 N=270
2001-2010 2011-today
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UniLaSalleo)7eauvais)rFrancec
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contactMauthor:)davidefrizzo;unilasalleffr
TheMaimMofMthisMstudy)is)to)identify)the)key)factors)
influencing)farmers’)decision)making)and)preferences)
about)the)equipment)supplyf)The)study)is)based)on)an)
overview)of)the)available)scientific)literature)and)
reportso)and)it)is)being)completed)by)an)ongoingMM
surveyMofMtheMfarmers’MneedsMconcerning)the)agri@
equipmentf))
)))
OurMgoalMis)to)define)a)generic)analytical)framework)to)
explore)the)expectations)and)willingness)of)farmers)in)the)
adoption)of)equipment)innovationf)We)foster)studies)at)
levels)ranging)from)regions)to)countriesf)
WeMpresentMhere)the)early)
results)of)the)first)stepx)a)literature)
review)performed)on)the)SCOPUS)
databasef)We)searched)for)all)the)
documents)mentiong)rin)titleo)
abstract)or)keywordsc)the)farmers)
and)the)agricultural)or)farm|ing)
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AMbibliometricManalysisMwas)performed)using)the)
CorText)software)rIFRISo)kyhmc)to)perform)lexical)analysis)
and)mapping)the)structure)and)the)dynamics)of)the)
corpusf)The)software)first)calculates)the)frequency)of)
occurrence)of)each)termW)then)normalizes)these)
occurrences)and)co@occurrences)as)proximity)
measurements)to)link)the)nodes)rTancoigne)et)alfo)kyhmcf)
Combined)mapping)and)clustering)of)the)most)frequent)keywords)that)appeared)in)
the)research)field)in)the)period)hwby@kyhb)using)CorText)softwaref)The)dimension)of)
the)circles)is)proportional)to)the)number)of)retrievalsf)Nodes)are)linked)according)to)
different)types)of)proximity)rmeasurex)chi@squared)testcf
Clusters)of)the)main)keywords)and)related)Countries)rabovec)and)difference)per)sub@period)rbelowc
References
IFRIS3p20148pCorText8pUniversitépParis5Estp77420pChampspSurpMarne8pAvailablepfrom:phttp://manager8cortext8net/
Tancoignepetpal8p20148pThepplacepofpagriculturalpsciencespinpthepliteratureponpecosystempservices8pEcosyst8pServ8p10:35548

Factors influencing farmers’ preferences about agricultural equipment supply

  • 1.
    FactorsMinfluencingMfarmers’MpreferencesMaboutM agriculturalMequipmentMsupply.MAMliteratureMoverview Davide)RIZZOo)Elisa)M9RR9CCINIo)9nne)COM79UD directSseeding mulching decisionSsupportSsystemSFdssC rolloverSprotectiveSstructures impact technicalSefficiency erosionScontrol adoption farmer health ghana mechanisation soilSerosion animalStraction decisionSsupportSsystems mechanization landSdegradation riskSassessment methane agriculturalSengineering plantSdisease carbonSdioxide energy agriculturalSmachinery design agriculture agriculturalStractor agriculturalSsafety farmers farm safety cropSresidues innovation soilSorganicSmatter evaluation ict noise processing ardSplough tractors gnss incident management china waterSquality accident extension economics marasha grain conservationStillage derderoM hsvSFhueSsaturationSvalueC permanentSbeds farmSsurvey adaptation decisionSmaking intervention foodSsecurity gis bangladesh accidentSprevention northScarolina cropSresidueSmanagement climateSchange carbonSsequestration farming gps fieldSefficiency coverScrops personalSprotectiveSequipment energySefficiency raisedSbeds injury rops passiveSprotection emissions conservationSagriculture agriculturalSmechanization coolSfarmStool tractor cropSrotation agriculturalSinjuries india economicSgrowth indigenousSknowledge noYtillage inverseSrelationship technology internetSofSthings farmSvehicleScrashes agriculturalShazards monitoring farmSmachinery conventionalStillage equipment nitrousSoxide income survey erosion soilSmanagement automation sustainability controlSsystems croppingSsystems precisionSagriculture minimumStillage machinery SPAIN AUSTRIA FRANCE M ALAYSIA BRAZIL OM AN NEWSZEALAND DENM ARK NETHERLANDS TUNISIA AUSTRALIA PORTUGAL BELGIUM THAILAND ETHIOPIA SOUTHSKOREA POLAND UNITEDSSTATES USA BULGARIA UNITEDSSTATES CHINA TURKEY BANGLADESH ITALY UNITEDSKINGDOM SW EDEN SPAIN M ADAGASCAR FRANCE GERM ANY NIGERIA TURKEY EGYPT INDIA GHANA UGANDA CZECHSREPUBLIC livestock mulching agricultural planter gammaSradiation labor compost commercialSenergy energyYuseSpatterns ruralSareas consolidation automaticSdataSacquisition radiationYcurableSimpregnants arableSfarmSmechanisation ecosystems emergence specificSenergy burkinaSfaso benefitYcostSratio modifications nonYrenewableSenergySsources newSgermanSfederalSstates energySrequirements energySmix yield renewableSenergySsources draughtSanimalSpower farmingSmachinery arableSfarming machinerySselection telephoneSsurvey outputYinputSenergySratio agriculturalSequipment riskSperceptionsagriculture machines humanSenergy perceptionSanalysis croppingZfallowingSpractices safety zebu workingSpostures corn sprayers tractors sawmiller change northernScameroon hazardSevaluation educationalSprograms ruralSrehabilitation smallholderStimberSproduction zai fastYgrowingStreeSspecies croppingSintensity soybean noYtill shiftingSagriculturalSmodel gmelinaSarborea horse artifacts unsprayedScropSedges machinerySsystemSsimulation households conservation farming conjointSanalysis farmer fieldSefficiency personalSprotectiveSequipment childhoodSinjuries farmSroadSsystem agriculturalSmechanization archaeologicalSfinds wheatScrop donkey tilling preventiveSstrategies expertise standSestablishment amazonia roadSconstruction spatialSdata technicalSandSecologicalSdemands surveillance transport landSrotation informationSdistribution machinerySmanagement fuelwood sourceYwiseSenergy physiologicalSeffects performanceStests discomfort decayedSwood energySanalysis natureSconservation documentation marketingStreeSproducts healthSconcerns operationYwiseSenergy NETHERLANDS ITALY PHILIPPINES AUSTRALIA UNITEDSSTATES INDIA FRANCE UNITEDSSTATES AUSTRIA AUSTRALIA NETHERLANDS FRANCE GERM ANY PUERTOSRICO BRAZIL BRAZIL FRANCE INDIA UNITEDSSTATES farm power and machinery availability questionnaire epidemiology decisionSmaking workableSdays woundsSandSinjuries UNITEDSSTATES CANADA FRANCE AUSTRALIA anthropometric agriculturalSmachinerySindustry assistiveStechnology rolloverSprotectiveSstructures environmentalSmodification children erosionScontrol combinehealth animalStraction agriculturalSlabourSmarkets decisionSsupportSsystems compaction mechanization rops cuttingSwidth agriculturalSmachinerySsafety alqueva controlledStraffic noise design cattle agriculture controllerSareaSnetwork agriculturalSfatalities alcohol agriculturalSsafety farmers access safety ardSplough tractors china waterSquality environmentalSbenefits accident disabilities conservationStillage agriculturalSworker croppingSpattern derderoM agriculturalScensus africa noYtill decisionSmaking management accidentSprevention environmentalSgoodsSandSservices northScarolina conservation carbonSsequestration injury energy coverScrops conventionalStill agroecology passiveSprotection emissions cropSproductionSsystems conservationSagriculture cropSrotation agriculturalSinjuries digitalSfilters noYtillage crashSdata dealer farmSvehicleScrashes agriculturalShazards farmSmachinery conventionalStillage equipment depression soilSerosion pesticides alentejo draught chineseSfarmers deforestation sustainability precisionSagriculture machinery UNITEDSSTATES SLOVAKIA UNITEDSKINGDOM GERM ANY JAPAN UNITEDSKINGDOM POLAND AUSTRALIA AUSTRALIA IRAN UNITEDSSTATES PORTUGAL NIGERIA UNITEDSKINGDOM CANADA INDIA BRAZIL TUNISIA KENYA BENIN CHINA NIGERIA AUSTRALIA UNITEDSSTATES FRANCE BELGIUM ETHIOPIA JAPAN SPAIN AUSTRIA NETHERLANDS farmSmechanization weedSmanagement directSseeding subYsaharanSafrica decisionSsupportSsystemSFdssC windSerosion agriculturalSmechanizationSindex technicalSefficiency adoption tillage farmer ghana mechanisation zimbabwe mechanization supportSvectorSmachineSFsvmC agriculturalSmachineryStotalSpower supportSvectorSmachine agriculturalSinformationZknowledge riskSassessment watershed agriculturalSengineering plantSdisease climateSchange agroYexportingSperiod agriculture agriculturalStractor farmers cropSresidues innovation soilSorganicSmatter sensor ict processing robots tractors gnss technologySadoption ontology stripStillage accident extension economics survey conservationStillage hsvSFhueSsaturationSvalueC adopters soilShealth adaptation agriculturalSoperations foodSsecurity gis bangladesh agriculturalSknowledge cropSresidueSmanagement agriculturalSsystems agricultureSmachinery agriculturalSlabor energy gps smallholderSfarmers fieldSefficiency knowledgeSrepresentation energySefficiency agriculturalSdevelopment machinerySmanagement economicSgrowth agentYbasedSmodelling conservationSagriculture agriculturalSmechanization tractor technologicalSinnovation cropSrotation india agriculturalSmachinery precisionSagriculture noYtillage technology internetSofSthings farmSmachinery conventionalStillage grain erosion technologicalStrajectories affordance soilSmanagement automation supportSvectorSregression agriculturalSservices controlSsystems croppingSsystems minimumStillage agriculturalSmachineryScost KENYA BELGIUM TANZANIA M ALAYSIA IRAN CROATIA CZECHSREPUBLIC NORW AY INDIA CHINA INDIA UNITEDSSTATES FRANCE TURKEY GERM ANY UNITEDSSTATES GHANA FINLAND CANADA SOUTHSKOREA SPAIN JAPAN CHINA AUSTRIA UGANDA EGYPT INDIA THAILAND USA CANADA SRISLANKA AUSTRALIA ITALY UNITEDSSTATES GREECE GREECE DENM ARK UNITEDSKINGDOM SaturdaymFebruarym25m2017m ParcmdesmExpositionsm-mVillepintem|mFrance Intensivemandmenvironmentallym friendlymagriculturemmmm anmopportunitymforminnovationminm machinerymandmsystems TITLE@97S@KEY)r)2farmer.2)c) 9ND))TITLE@97S@KEY)r)2surve.2)c))OR))TITLE@ 97S@KEY)r)2need.2)c))OR))TITLE@97S@KEY) r)2decision.2)c))OR))TITLE@97S@KEY) r)2prefer.2)c))OR))TITLE@97S@KEY)r)2criter.2)c)) OR))TITLE@97S@KEY)r)2adoption2)c) 9ND))TITLE@97S@KEY)r)2agri*Mequipment.2)c)) OR))TITLE@97S@KEY)r)2farm*Mequipment.2)c)) OR))TITLE@97S@KEY)r)2agri*Mtool.2)c))OR)) TITLE@97S@KEY)r)2farm*Mtool.2)c))OR))TITLE@ 97S@KEY)r)2agri*Mmachine.2)c))OR))TITLE@ 97S@KEY)r)2farm*Mmachine.2)c))OR))TITLE@ 97S@KEY)r)2agri*Mmechani?ation2)c))OR)) TITLE@97S@KEY)r)2farm*Mmechani?ation.2c)) 1970-2000 ChaireMAgro-MachinismeMetM NouvellesMTechnologies 1970-today N=576 N=143 N=163 N=270 2001-2010 2011-today UP)kyhk@hy@hyg)INTER9CT UniLaSalleo)7eauvais)rFrancec )) contactMauthor:)davidefrizzo;unilasalleffr TheMaimMofMthisMstudy)is)to)identify)the)key)factors) influencing)farmers’)decision)making)and)preferences) about)the)equipment)supplyf)The)study)is)based)on)an) overview)of)the)available)scientific)literature)and) reportso)and)it)is)being)completed)by)an)ongoingMM surveyMofMtheMfarmers’MneedsMconcerning)the)agri@ equipmentf)) ))) OurMgoalMis)to)define)a)generic)analytical)framework)to) explore)the)expectations)and)willingness)of)farmers)in)the) adoption)of)equipment)innovationf)We)foster)studies)at) levels)ranging)from)regions)to)countriesf) WeMpresentMhere)the)early) results)of)the)first)stepx)a)literature) review)performed)on)the)SCOPUS) databasef)We)searched)for)all)the) documents)mentiong)rin)titleo) abstract)or)keywordsc)the)farmers) and)the)agricultural)or)farm|ing) equipmento)with)a)focus)on)surveyo) needso)decision)r@makingo)supporto) etcfco)criteria)and)adoptionf E9RLY) RESULTSP rongoing) researchc AMbibliometricManalysisMwas)performed)using)the) CorText)software)rIFRISo)kyhmc)to)perform)lexical)analysis) and)mapping)the)structure)and)the)dynamics)of)the) corpusf)The)software)first)calculates)the)frequency)of) occurrence)of)each)termW)then)normalizes)these) occurrences)and)co@occurrences)as)proximity) measurements)to)link)the)nodes)rTancoigne)et)alfo)kyhmcf) Combined)mapping)and)clustering)of)the)most)frequent)keywords)that)appeared)in) the)research)field)in)the)period)hwby@kyhb)using)CorText)softwaref)The)dimension)of) the)circles)is)proportional)to)the)number)of)retrievalsf)Nodes)are)linked)according)to) different)types)of)proximity)rmeasurex)chi@squared)testcf Clusters)of)the)main)keywords)and)related)Countries)rabovec)and)difference)per)sub@period)rbelowc References IFRIS3p20148pCorText8pUniversitépParis5Estp77420pChampspSurpMarne8pAvailablepfrom:phttp://manager8cortext8net/ Tancoignepetpal8p20148pThepplacepofpagriculturalpsciencespinpthepliteratureponpecosystempservices8pEcosyst8pServ8p10:35548