deforestation driver analysis

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    DeforestationDriver

    Analysis

    toAssist

    with

    Project

    Baselines

    and

    LeakageCalculations

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    Eslainteraccindefactoresespacializablesynoespacializables

    de forma directa e indirecta que permiten describir los

    procesosde

    deforestacin

    actual

    yfutura

    en

    un

    rea

    especfica

    (FDN,2010).

    An

    Avoided

    Deforestation

    project

    must

    incorporate

    these

    conceptsintoitsbaselineinordertodefineit.

    MexicosNational

    Deforestation

    Risk

    Model

    addressed

    many

    of

    these issuesandtheCARWorkgroup isconsideringhow itcan

    be used to develop a standardized baseline for Avoided

    DeforestationProjects. Thiswillrequireadditionalsteps.

    WhatisasystemofDeforestationandhowdoes

    theunderstandingofthesysteminfluencea

    projectbaseline

    ?

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    INEsDeforestationRiskModel

    designed

    to

    produce

    estimates

    at

    anationallevel

    Useofthemodelatthelocal

    (project)level

    will

    require

    a

    soundanalysisofwhichlocal

    spatialvariablesareneeded

    ?

    Modelof

    DeforestationRisk

    ResultsofModelat

    Project

    Scale

    NeedforDeforestation

    DriverAnalysis

    NeedforAnalysisofDeforestationDrivers

    atLocalizedAreatocalibratedeforestation

    modelandimproveleakageestimates

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    Step1

    IdentifyAllPossibleDriversof

    DeforestationinMexico

    DevelopinganADProjectBaselineandAssigningLeakageValues

    Sector NameofDriver

    Agricultural

    expansion

    Traditionalshiftingcultivation

    Shiftingcultivationbycolonists

    Permanentsubsistencecultivation

    Permanentcommercialcultivation(palm,avocado,rubber,...)

    Permanentcultivation

    for

    agricultural

    rural

    development

    projects

    Smallholdercattleranching

    Largescalecattleranching

    Spontaneoustransmigration

    Localtransmigration(resettlement)

    Wood

    extraction

    Staterunwoodextraction(clearcutting,selectiveharvesting)

    Commercialwoodextraction(clearcutting,selectiveharvesting)

    Growth

    coalition

    led

    wood

    extraction

    (clearcutting,

    selective

    harvesting)Illegal(illicit,undeclared)woodextraction(clearcutting,selectiveharvesting)

    Commercialwoodextraction(clearcutting,selectiveharvesting)

    Fuelwoodextractionfordomesticuse

    Fuelwoodextractionforindustrialuse

    Polewoodextractionfordomesticuse

    Polewoodextractionforindustrialuse

    Charcoalproductionfordomesticuse

    Charcoalproductionforindustrialuse

    Infrastructure

    extension

    Expansionoftransportinfrastructure

    Expansionofmarketinfrastructure(foodmarkets,storage,etc.)

    Expansionofprivateinfrastructure(sawmills,foodmarkets,etc.)

    Expansionofpublicservices(e.g.,water&sanitationfacilities)

    (Semi)urbansettlementexpansion

    Ruralsettlementexpansion

    Expansionofmilitarydefensevillages

    Privateenterpriseinfrastructure

    hydropowerdevelopment

    Examples

    Step1a:IdentifyandDescribe

    RelationshipsandSequences

    Step1b:Developasurvey

    methodologytoidentifyhow

    thesedrivers

    can

    be

    identified

    withindefinedgeographicareas

    (states/projectsforexample)

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    Step2

    DefinetheGeographicBoundaryinWhich

    theProjectOperates

    Thegeographicboundaryformsthecontextfordefiningthe

    projectsbaseline

    and

    leakage

    monitoring.

    Forsimplicity,thiscouldbeacoincidentwithstate

    boundariesduetojurisdictionalissues. However,maybe

    combinedstateswhereecosystems,economies,forestpolicies,

    andhighriskofleakageareshared.

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    Step3

    UsingtheProductofStep1,Identifythe

    SuiteofDeforestationDriversWithinDefined

    BoundarySector NameofDriver

    Agricultural

    expansion

    Traditionalshiftingcultivation

    Shiftingcultivationbycolonists

    Permanentsubsistencecultivation

    Permanentcommercial

    cultivation

    (palm,

    avocado,

    rubber,...)

    Permanentcultivationforagriculturalruraldevelopmentprojects

    Smallholdercattleranching

    Largescalecattleranching

    Spontaneoustransmigration

    Localtransmigration(resettlement)

    Wood

    extraction

    Staterunwoodextraction(clearcutting,selectiveharvesting)

    Commercialwood

    extraction

    (clearcutting,

    selective

    harvesting)

    Growthcoalitionledwoodextraction(clearcutting,selectiveharvesting)

    Illegal(illicit,undeclared)woodextraction(clearcutting,selectiveharvesting)

    Commercialwoodextraction(clearcutting,selectiveharvesting)

    Fuelwoodextractionfordomesticuse

    Fuelwoodextractionforindustrialuse

    Polewoodextractionfordomesticuse

    Polewoodextraction

    for

    industrial

    use

    Charcoalproductionfordomesticuse

    Charcoalproductionforindustrialuse

    Infrastructure

    extension

    Expansionoftransportinfrastructure

    Expansionofmarketinfrastructure(foodmarkets,storage,etc.)

    Expansionofprivateinfrastructure(sawmills,foodmarkets,etc.)

    Expansionofpublicservices(e.g.,water&sanitationfacilities)

    (Semi

    )urban

    settlement

    expansionRuralsettlementexpansion

    Expansionofmilitarydefensevillages

    Privateenterpriseinfrastructurehydropowerdevelopment

    Examples

    Sector Name

    of

    Driver

    Agricultural

    expansion

    Traditionalshiftingcultivation

    Permanentcultivationforagriculturalruraldevelopmentprojects

    Spontaneoustransmigration

    Localtransmigration(resettlement)

    Wood

    extraction

    Commercialwoodextraction(clearcutting,selectiveharvesting)

    Fuelwoodextractionforindustrialuse

    Charcoalproductionforindustrialuse

    Infrastructure

    extension Expansionofmilitarydefensevillages

    DeforestationDrivers

    WithinJurisdictionX

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    Step4

    Identify/DevelopDatatoQuantifythe

    RelativeContributionofEachofthePotential

    DriversWithin

    the

    Jurisdiction

    Ifnodataexists,asurveymustbedevelopedand

    implementedto

    quantify

    the

    contributions

    Sector Name

    of

    Driver Available

    Data

    (example)

    Agricultural

    expansion

    Traditionalshiftingcultivation FAO1989,SEMARNAT2008

    Permanentcultivation

    for

    agricultural

    rural

    development

    projects FAO1989,SEMARNAT2008

    Spontaneoustransmigration CONAFOR2010,SEMARNAT2008

    Localtransmigration(resettlement) CONAFOR2010,SEMARNAT2009

    Woodextraction

    Commercialwood

    extraction

    (clearcutting,

    selective

    harvesting) FAO1989,SEMARNAT2008

    Fuelwoodextractionforindustrialuse CONAFOR2010,SEMARNAT2008

    Charcoalproductionforindustrialuse FAO1989,SEMARNAT2008

    Infrastructure

    extension Expansionofmilitarydefensevillages CONAFOR2010,SEMARNAT2008

    Example

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    Step5

    QuantifytheRelativeContributionofEach

    ofthePotentialDriversWithintheJurisdiction

    Performcausalanalysisofdeforestationdrivers:

    To

    assist

    in

    identifying

    deforestation

    sequencing

    Sector Name

    of

    Driver

    RelativeContributionofDrivertoArea

    Deforested

    Agricultural

    expansion

    Traditionalshifting

    cultivation 5%

    Permanentcultivationforagriculturalruraldevelopment

    projects 5%

    Spontaneoustransmigration 15%

    Localtransmigration(resettlement) 45%

    Woodextraction

    Commercialwood

    extraction

    (clearcutting,

    selective

    harvesting) 20%

    Fuelwoodextractionforindustrialuse 3%

    Charcoalproductionforindustrialuse 2%

    Infrastructure

    extensionExpansionofmilitarydefensevillages 5%

    Example

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    Step5

    QuantifytheRelativeContributionofEach

    ofthePotentialDriversWithintheJurisdiction

    Performcausalanalysisofdeforestationdrivers:Toassistinidentifyingrelationshipsofdriversandsequencing

    Describeeach

    driver

    in

    terms

    of:

    Whoisdoingthedeforestation.

    Whytheyaredoingthedeforestation.

    Wherearetheydoingthedeforestation.

    Forwhomaretheydoingthe

    deforestation.

    Spatialscaleofdriver.

    Directandindirectimpactsofdriver.

    Potentialfor

    leakage.

    Prevention/mitigationopportunitiesfor

    driver.

    Identifytheleakagepotentialofeachdriver

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    Step6

    AnalyzetheSpatialRestrictionsand

    MobilityofEachoftheDrivers

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    Step7

    IdentifyHowtheProjectAddresses

    DeforestationDrivers

    Combinedwiththeleakageanalysis,aleakageriskforeach

    projectcanbeassigned.

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    Step8 WithSpatialDriversIdentified,Local

    VariablescanbeUsedtoCalibrateINEs

    DeforestationRisk

    Within

    the

    Geographic

    BoundaryandExtrapolatedtotheProjectLevelas

    aPredictor

    of

    Deforestation

    Rates

    Into

    the

    Future