SlideShare a Scribd company logo
Impact of Land Conservation Policies on Deforestation Rates in Costa Rica  Juan A. Robalino, CATIE and Alexander Pfaff, Duke Arturo Sanchez, University of Alberta Francisco Alpizar, CATIE Carlos Leon, Neotropica and Carlos Manuel Rodriguez Paul Ferraro GSU Kwaw Andam IFPRI
Question ,[object Object],[object Object]
Why would the PES program or NP would not reduce deforestation rates? ,[object Object],[object Object],[object Object],[object Object]
Strategy ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Literature ,[object Object],[object Object],[object Object]
Simple Model of PES Rents ,[object Object],[object Object],[object Object],f f’ P   Market L
Implications of the model ,[object Object],[object Object],[object Object]
Measuring Treatment Effects ,[object Object],Parcel X enrolled  in the  program Parcel X not   enrolled  in the  program Factual (Treatment) Counterfactual (Untreated) Factual Deforestation Rate - Counterfactual Deforestation Rate
How do we identify the impact? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Matching Strategies Treated observations:  Plots in PES or National Parks Untreated Observations:  Plots away outside PES or National Parks
Advantages and Disadvantages  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Matching techniques used ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Results: Testing similarity 3355 0.95 3504 3502 Precipitation 5.4 0.40 5.3 5.1 Distance Nat. Parks 3.3 0.71 1.5 1.5 Distance to Rivers 156 km 0.62 144 km 142 km Distance to Limon 66% 0.83 42% 49% Slopes 5.5 0.34 5.9 6.1 Distance Nat. Roads 3.3 km 0.02 3.2 km 3.5 km Distance Local Roads 122 km 0.32 119 km 121 km Distance to Caldera 114 km 0.48 101 km 102 km Distance to San Jose 43% 0.21 58% 61% Bad L. Zones for Ag. 32% 0.34 23% 22% Good L. Zones for Ag. All  Controls Significance  P-value Matched  Controls Treated
Results: PES Program Effects:  Pixel analysis and ** represent 5% and 1% significance level respectively Model 1 is controlling for: Life Zones, Distance to SJ and main ports and Slope Model 2 is controlling also for: Distance to Roads and Rivers -2.09* -2.11** CVM Program Effects on Deforestation (%) 2000-2005 N=4 -2.00** -1.40**  -1.62** OLS -1.66* PSM No Bias adjustment 1.92** 1.89** CVM 2.32** 1.59** OLS 1.87** PSM With Bias adjustment Model 1  Model 2
 
Preliminary Results ,[object Object],[object Object],[object Object]
Park Impacts within boundaries:  PSM vs. CM  Park Effects on 86-97 % Deforestation, N = 4 in each method -1.99* -9.39** Using All of the Untreated (Naive) -2.21** -1.72** Propensity Score Matching (PSM) -0.85 -2.19** Covariate Matching (CM) Adj. Diff. in Means Difference in Means Strategy
Implications ,[object Object],[object Object],[object Object],[object Object],[object Object]

More Related Content

What's hot

050405 Epa Satellite
050405 Epa Satellite050405 Epa Satellite
050405 Epa Satellite
Rudolf Husar
 
2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment
2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment
2004-06-24 Satellite Data Us in PM Management: A Retrospective AssessmentRudolf Husar
 
IMED 2018: The use of remote sensing, geostatistical and machine learning met...
IMED 2018: The use of remote sensing, geostatistical and machine learning met...IMED 2018: The use of remote sensing, geostatistical and machine learning met...
IMED 2018: The use of remote sensing, geostatistical and machine learning met...
Louisa Diggs
 
Mapping fire: Can spatially explicit criteria and indicators be developed?
Mapping fire: Can spatially explicit criteria and indicators be developed?Mapping fire: Can spatially explicit criteria and indicators be developed?
Mapping fire: Can spatially explicit criteria and indicators be developed?
CIFOR-ICRAF
 
Navarro-Racines_C Major global dataset: CCAFS-Climate
Navarro-Racines_C Major global dataset: CCAFS-ClimateNavarro-Racines_C Major global dataset: CCAFS-Climate
Navarro-Racines_C Major global dataset: CCAFS-Climate
Decision and Policy Analysis Program
 
Probalistic assessment of agriculture
Probalistic assessment of agricultureProbalistic assessment of agriculture
Probalistic assessment of agriculture
Soil and Water Conservation Society
 
New Measurement and Mapping of SOC in Australia supports national carbon acco...
New Measurement and Mapping of SOC in Australia supports national carbon acco...New Measurement and Mapping of SOC in Australia supports national carbon acco...
New Measurement and Mapping of SOC in Australia supports national carbon acco...
ExternalEvents
 
FR4.L10.2: A MICROWAVE SCATTERING MODEL OF VEGETATED SURFACES BASED ON BOR/DD...
FR4.L10.2: A MICROWAVE SCATTERING MODEL OF VEGETATED SURFACES BASED ON BOR/DD...FR4.L10.2: A MICROWAVE SCATTERING MODEL OF VEGETATED SURFACES BASED ON BOR/DD...
FR4.L10.2: A MICROWAVE SCATTERING MODEL OF VEGETATED SURFACES BASED ON BOR/DD...grssieee
 
Rhem coupled with cligen
Rhem coupled with cligenRhem coupled with cligen
Rhem coupled with cligen
Soil and Water Conservation Society
 
WE2.L10.3: PROSPECTS OF NEW REAL-TIME RADAR APPLICATIONS FOR ENVIRONMENTAL RE...
WE2.L10.3: PROSPECTS OF NEW REAL-TIME RADAR APPLICATIONS FOR ENVIRONMENTAL RE...WE2.L10.3: PROSPECTS OF NEW REAL-TIME RADAR APPLICATIONS FOR ENVIRONMENTAL RE...
WE2.L10.3: PROSPECTS OF NEW REAL-TIME RADAR APPLICATIONS FOR ENVIRONMENTAL RE...grssieee
 
Tang nccsc 2013 04 05
Tang nccsc 2013 04 05Tang nccsc 2013 04 05
Tang nccsc 2013 04 05NC_CSC
 
Remote sensing as landscape inventory tool
Remote sensing as landscape inventory toolRemote sensing as landscape inventory tool
Remote sensing as landscape inventory tool
CIFOR-ICRAF
 
Data-driven wildfire spread modeling
Data-driven wildfire spread modelingData-driven wildfire spread modeling
Data-driven wildfire spread modeling
Mélanie Rochoux
 
July 29-330-Anurag Srivastava
July 29-330-Anurag SrivastavaJuly 29-330-Anurag Srivastava
July 29-330-Anurag Srivastava
Soil and Water Conservation Society
 
IMED 2018: Landcover/habitat
IMED 2018: Landcover/habitatIMED 2018: Landcover/habitat
IMED 2018: Landcover/habitat
Louisa Diggs
 
Rnglnd cnd0120806 folker
Rnglnd cnd0120806 folkerRnglnd cnd0120806 folker
Rnglnd cnd0120806 folker
Geoff Folker
 
Meterological Technology International, Nov 2010
Meterological Technology International, Nov 2010Meterological Technology International, Nov 2010
Meterological Technology International, Nov 2010
laurajairam
 
2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results
2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results
2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an ResultsRudolf Husar
 
Inventory and monitoring of tree resources in agroecosystems
Inventory and monitoring of tree resources in agroecosystemsInventory and monitoring of tree resources in agroecosystems
Inventory and monitoring of tree resources in agroecosystems
Soil and Water Conservation Society
 

What's hot (20)

050405 Epa Satellite
050405 Epa Satellite050405 Epa Satellite
050405 Epa Satellite
 
BaltezarMangroves2016Final
BaltezarMangroves2016FinalBaltezarMangroves2016Final
BaltezarMangroves2016Final
 
2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment
2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment
2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment
 
IMED 2018: The use of remote sensing, geostatistical and machine learning met...
IMED 2018: The use of remote sensing, geostatistical and machine learning met...IMED 2018: The use of remote sensing, geostatistical and machine learning met...
IMED 2018: The use of remote sensing, geostatistical and machine learning met...
 
Mapping fire: Can spatially explicit criteria and indicators be developed?
Mapping fire: Can spatially explicit criteria and indicators be developed?Mapping fire: Can spatially explicit criteria and indicators be developed?
Mapping fire: Can spatially explicit criteria and indicators be developed?
 
Navarro-Racines_C Major global dataset: CCAFS-Climate
Navarro-Racines_C Major global dataset: CCAFS-ClimateNavarro-Racines_C Major global dataset: CCAFS-Climate
Navarro-Racines_C Major global dataset: CCAFS-Climate
 
Probalistic assessment of agriculture
Probalistic assessment of agricultureProbalistic assessment of agriculture
Probalistic assessment of agriculture
 
New Measurement and Mapping of SOC in Australia supports national carbon acco...
New Measurement and Mapping of SOC in Australia supports national carbon acco...New Measurement and Mapping of SOC in Australia supports national carbon acco...
New Measurement and Mapping of SOC in Australia supports national carbon acco...
 
FR4.L10.2: A MICROWAVE SCATTERING MODEL OF VEGETATED SURFACES BASED ON BOR/DD...
FR4.L10.2: A MICROWAVE SCATTERING MODEL OF VEGETATED SURFACES BASED ON BOR/DD...FR4.L10.2: A MICROWAVE SCATTERING MODEL OF VEGETATED SURFACES BASED ON BOR/DD...
FR4.L10.2: A MICROWAVE SCATTERING MODEL OF VEGETATED SURFACES BASED ON BOR/DD...
 
Rhem coupled with cligen
Rhem coupled with cligenRhem coupled with cligen
Rhem coupled with cligen
 
WE2.L10.3: PROSPECTS OF NEW REAL-TIME RADAR APPLICATIONS FOR ENVIRONMENTAL RE...
WE2.L10.3: PROSPECTS OF NEW REAL-TIME RADAR APPLICATIONS FOR ENVIRONMENTAL RE...WE2.L10.3: PROSPECTS OF NEW REAL-TIME RADAR APPLICATIONS FOR ENVIRONMENTAL RE...
WE2.L10.3: PROSPECTS OF NEW REAL-TIME RADAR APPLICATIONS FOR ENVIRONMENTAL RE...
 
Tang nccsc 2013 04 05
Tang nccsc 2013 04 05Tang nccsc 2013 04 05
Tang nccsc 2013 04 05
 
Remote sensing as landscape inventory tool
Remote sensing as landscape inventory toolRemote sensing as landscape inventory tool
Remote sensing as landscape inventory tool
 
Data-driven wildfire spread modeling
Data-driven wildfire spread modelingData-driven wildfire spread modeling
Data-driven wildfire spread modeling
 
July 29-330-Anurag Srivastava
July 29-330-Anurag SrivastavaJuly 29-330-Anurag Srivastava
July 29-330-Anurag Srivastava
 
IMED 2018: Landcover/habitat
IMED 2018: Landcover/habitatIMED 2018: Landcover/habitat
IMED 2018: Landcover/habitat
 
Rnglnd cnd0120806 folker
Rnglnd cnd0120806 folkerRnglnd cnd0120806 folker
Rnglnd cnd0120806 folker
 
Meterological Technology International, Nov 2010
Meterological Technology International, Nov 2010Meterological Technology International, Nov 2010
Meterological Technology International, Nov 2010
 
2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results
2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results
2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results
 
Inventory and monitoring of tree resources in agroecosystems
Inventory and monitoring of tree resources in agroecosystemsInventory and monitoring of tree resources in agroecosystems
Inventory and monitoring of tree resources in agroecosystems
 

Viewers also liked

Gunnar 2 Next Steps
Gunnar 2 Next StepsGunnar 2 Next Steps
Gunnar 2 Next Stepsa95osksj
 
Builder Architect Mag Jan09 Page2058
Builder Architect Mag Jan09 Page2058Builder Architect Mag Jan09 Page2058
Builder Architect Mag Jan09 Page2058
lampertaia
 
MODEPHARMA: Practical and Clin
MODEPHARMA: Practical and ClinMODEPHARMA: Practical and Clin
MODEPHARMA: Practical and ClinMODEPHARMA
 
Michael B Ef D Meeting Presentation (3 Nov 2008)
Michael B Ef D Meeting Presentation (3 Nov 2008)Michael B Ef D Meeting Presentation (3 Nov 2008)
Michael B Ef D Meeting Presentation (3 Nov 2008)a95osksj
 
Holden Land Tenure Issues
Holden Land Tenure IssuesHolden Land Tenure Issues
Holden Land Tenure Issuesa95osksj
 
Anders Ekbom Research & Policy Ef D Meeting Beijing Nov 2008
Anders Ekbom Research & Policy Ef D Meeting Beijing Nov 2008Anders Ekbom Research & Policy Ef D Meeting Beijing Nov 2008
Anders Ekbom Research & Policy Ef D Meeting Beijing Nov 2008a95osksj
 
What Is Taxonomy and Why Is It Useful?
What Is Taxonomy and Why Is It Useful?What Is Taxonomy and Why Is It Useful?
What Is Taxonomy and Why Is It Useful?
Theresa Putkey
 
La influencia de la biología en la teoría Psiocgenética de Jean Piaget
La influencia de la biología en la teoría Psiocgenética de Jean Piaget La influencia de la biología en la teoría Psiocgenética de Jean Piaget
La influencia de la biología en la teoría Psiocgenética de Jean Piaget
Mariana Sanchez Mejia
 
Webinar: "The future of European Medical Device Regulations"
Webinar: "The future of European Medical Device Regulations"Webinar: "The future of European Medical Device Regulations"
Webinar: "The future of European Medical Device Regulations"
pi
 
Pharmacovigilance in China - Traditional Chinese Medicine
Pharmacovigilance in China - Traditional Chinese MedicinePharmacovigilance in China - Traditional Chinese Medicine
Pharmacovigilance in China - Traditional Chinese Medicine
Carolina Hung Ho
 
Tarifa transporte carretera tema 10
Tarifa transporte carretera tema 10Tarifa transporte carretera tema 10
Tarifa transporte carretera tema 10IES LLANERA
 

Viewers also liked (12)

Gunnar 2 Next Steps
Gunnar 2 Next StepsGunnar 2 Next Steps
Gunnar 2 Next Steps
 
Builder Architect Mag Jan09 Page2058
Builder Architect Mag Jan09 Page2058Builder Architect Mag Jan09 Page2058
Builder Architect Mag Jan09 Page2058
 
MODEPHARMA: Practical and Clin
MODEPHARMA: Practical and ClinMODEPHARMA: Practical and Clin
MODEPHARMA: Practical and Clin
 
Michael B Ef D Meeting Presentation (3 Nov 2008)
Michael B Ef D Meeting Presentation (3 Nov 2008)Michael B Ef D Meeting Presentation (3 Nov 2008)
Michael B Ef D Meeting Presentation (3 Nov 2008)
 
002 bro bro
002 bro bro002 bro bro
002 bro bro
 
Holden Land Tenure Issues
Holden Land Tenure IssuesHolden Land Tenure Issues
Holden Land Tenure Issues
 
Anders Ekbom Research & Policy Ef D Meeting Beijing Nov 2008
Anders Ekbom Research & Policy Ef D Meeting Beijing Nov 2008Anders Ekbom Research & Policy Ef D Meeting Beijing Nov 2008
Anders Ekbom Research & Policy Ef D Meeting Beijing Nov 2008
 
What Is Taxonomy and Why Is It Useful?
What Is Taxonomy and Why Is It Useful?What Is Taxonomy and Why Is It Useful?
What Is Taxonomy and Why Is It Useful?
 
La influencia de la biología en la teoría Psiocgenética de Jean Piaget
La influencia de la biología en la teoría Psiocgenética de Jean Piaget La influencia de la biología en la teoría Psiocgenética de Jean Piaget
La influencia de la biología en la teoría Psiocgenética de Jean Piaget
 
Webinar: "The future of European Medical Device Regulations"
Webinar: "The future of European Medical Device Regulations"Webinar: "The future of European Medical Device Regulations"
Webinar: "The future of European Medical Device Regulations"
 
Pharmacovigilance in China - Traditional Chinese Medicine
Pharmacovigilance in China - Traditional Chinese MedicinePharmacovigilance in China - Traditional Chinese Medicine
Pharmacovigilance in China - Traditional Chinese Medicine
 
Tarifa transporte carretera tema 10
Tarifa transporte carretera tema 10Tarifa transporte carretera tema 10
Tarifa transporte carretera tema 10
 

Similar to Juan Land Conservation Policies

Science tools to help get the right measure in the right place
Science tools to help get the right measure in the right placeScience tools to help get the right measure in the right place
Science tools to help get the right measure in the right place
Environmental Protection Agency, Ireland
 
Validation of an agent-based model of shifting agriculture
Validation of an agent-based model of shifting agricultureValidation of an agent-based model of shifting agriculture
Validation of an agent-based model of shifting agricultureGIScRG
 
Targeting for diverse ecosystem zimmerman
Targeting for diverse ecosystem   zimmermanTargeting for diverse ecosystem   zimmerman
Targeting for diverse ecosystem zimmerman
Soil and Water Conservation Society
 
Deforestation diagnostics
Deforestation diagnosticsDeforestation diagnostics
Deforestation diagnostics
CIFOR-ICRAF
 
Unit 6 environmental_impact_assessment
Unit 6 environmental_impact_assessmentUnit 6 environmental_impact_assessment
Unit 6 environmental_impact_assessment
Harish kumar Lekkala
 
Op presentation dep_biodiversityconservation
Op presentation dep_biodiversityconservationOp presentation dep_biodiversityconservation
Op presentation dep_biodiversityconservation
Francesco Accatino
 
IFPRI Low Emissions Development Strategies (LEDS) Colombia
IFPRI Low Emissions Development Strategies (LEDS) ColombiaIFPRI Low Emissions Development Strategies (LEDS) Colombia
IFPRI Low Emissions Development Strategies (LEDS) Colombia
IFPRI-EPTD
 
EcoTas13 BradEvans e-Mast UNSW
EcoTas13 BradEvans e-Mast UNSWEcoTas13 BradEvans e-Mast UNSW
EcoTas13 BradEvans e-Mast UNSW
TERN Australia
 
Is no net loss possible? Evaluating policy instruments for reducing deforest...
Is no net loss possible? Evaluating policy instruments for reducing deforest...Is no net loss possible? Evaluating policy instruments for reducing deforest...
Is no net loss possible? Evaluating policy instruments for reducing deforest...
Megan Evans
 
Identification and quantification forest degradation drivers in tropical dry ...
Identification and quantification forest degradation drivers in tropical dry ...Identification and quantification forest degradation drivers in tropical dry ...
Identification and quantification forest degradation drivers in tropical dry ...
ASB Partnership for the Tropical Forest Margins
 
EcoTas13 BradEvans e-MAST
EcoTas13 BradEvans e-MASTEcoTas13 BradEvans e-MAST
EcoTas13 BradEvans e-MAST
TERN Australia
 
pncaz terra_carbon
pncaz terra_carbonpncaz terra_carbon
pncaz terra_carbonvdg777
 
Rufino Informed sampling for targeting mitigation Nov 10 2014
Rufino Informed sampling for targeting mitigation Nov 10 2014Rufino Informed sampling for targeting mitigation Nov 10 2014
Rufino Informed sampling for targeting mitigation Nov 10 2014
CCAFS | CGIAR Research Program on Climate Change, Agriculture and Food Security
 
July 29-330-Dennis Flanagan
July 29-330-Dennis FlanaganJuly 29-330-Dennis Flanagan
July 29-330-Dennis Flanagan
Soil and Water Conservation Society
 
Performance assessment of 23 REDD+ initiatives: A tree cover change perspective
Performance assessment of 23 REDD+ initiatives: A tree cover change perspectivePerformance assessment of 23 REDD+ initiatives: A tree cover change perspective
Performance assessment of 23 REDD+ initiatives: A tree cover change perspective
CIFOR-ICRAF
 
A High Resolution Land use/cover Modelling Framework for Europe: introducing ...
A High Resolution Land use/cover Modelling Framework for Europe: introducing ...A High Resolution Land use/cover Modelling Framework for Europe: introducing ...
A High Resolution Land use/cover Modelling Framework for Europe: introducing ...
Beniamino Murgante
 
Goetz Richter - Integrating biodiversity effects in the whole system's analys...
Goetz Richter - Integrating biodiversity effects in the whole system's analys...Goetz Richter - Integrating biodiversity effects in the whole system's analys...
Goetz Richter - Integrating biodiversity effects in the whole system's analys...
SIANI
 
New swat tile drain equations
New swat tile drain equationsNew swat tile drain equations
New swat tile drain equations
Soil and Water Conservation Society
 
RemoteSensingProjectPaper
RemoteSensingProjectPaperRemoteSensingProjectPaper
RemoteSensingProjectPaperJames Sherwood
 
Floodplain Mapping Status in Wisconsin
Floodplain Mapping Status in WisconsinFloodplain Mapping Status in Wisconsin
Floodplain Mapping Status in Wisconsin
Wisconsin Land Information Association
 

Similar to Juan Land Conservation Policies (20)

Science tools to help get the right measure in the right place
Science tools to help get the right measure in the right placeScience tools to help get the right measure in the right place
Science tools to help get the right measure in the right place
 
Validation of an agent-based model of shifting agriculture
Validation of an agent-based model of shifting agricultureValidation of an agent-based model of shifting agriculture
Validation of an agent-based model of shifting agriculture
 
Targeting for diverse ecosystem zimmerman
Targeting for diverse ecosystem   zimmermanTargeting for diverse ecosystem   zimmerman
Targeting for diverse ecosystem zimmerman
 
Deforestation diagnostics
Deforestation diagnosticsDeforestation diagnostics
Deforestation diagnostics
 
Unit 6 environmental_impact_assessment
Unit 6 environmental_impact_assessmentUnit 6 environmental_impact_assessment
Unit 6 environmental_impact_assessment
 
Op presentation dep_biodiversityconservation
Op presentation dep_biodiversityconservationOp presentation dep_biodiversityconservation
Op presentation dep_biodiversityconservation
 
IFPRI Low Emissions Development Strategies (LEDS) Colombia
IFPRI Low Emissions Development Strategies (LEDS) ColombiaIFPRI Low Emissions Development Strategies (LEDS) Colombia
IFPRI Low Emissions Development Strategies (LEDS) Colombia
 
EcoTas13 BradEvans e-Mast UNSW
EcoTas13 BradEvans e-Mast UNSWEcoTas13 BradEvans e-Mast UNSW
EcoTas13 BradEvans e-Mast UNSW
 
Is no net loss possible? Evaluating policy instruments for reducing deforest...
Is no net loss possible? Evaluating policy instruments for reducing deforest...Is no net loss possible? Evaluating policy instruments for reducing deforest...
Is no net loss possible? Evaluating policy instruments for reducing deforest...
 
Identification and quantification forest degradation drivers in tropical dry ...
Identification and quantification forest degradation drivers in tropical dry ...Identification and quantification forest degradation drivers in tropical dry ...
Identification and quantification forest degradation drivers in tropical dry ...
 
EcoTas13 BradEvans e-MAST
EcoTas13 BradEvans e-MASTEcoTas13 BradEvans e-MAST
EcoTas13 BradEvans e-MAST
 
pncaz terra_carbon
pncaz terra_carbonpncaz terra_carbon
pncaz terra_carbon
 
Rufino Informed sampling for targeting mitigation Nov 10 2014
Rufino Informed sampling for targeting mitigation Nov 10 2014Rufino Informed sampling for targeting mitigation Nov 10 2014
Rufino Informed sampling for targeting mitigation Nov 10 2014
 
July 29-330-Dennis Flanagan
July 29-330-Dennis FlanaganJuly 29-330-Dennis Flanagan
July 29-330-Dennis Flanagan
 
Performance assessment of 23 REDD+ initiatives: A tree cover change perspective
Performance assessment of 23 REDD+ initiatives: A tree cover change perspectivePerformance assessment of 23 REDD+ initiatives: A tree cover change perspective
Performance assessment of 23 REDD+ initiatives: A tree cover change perspective
 
A High Resolution Land use/cover Modelling Framework for Europe: introducing ...
A High Resolution Land use/cover Modelling Framework for Europe: introducing ...A High Resolution Land use/cover Modelling Framework for Europe: introducing ...
A High Resolution Land use/cover Modelling Framework for Europe: introducing ...
 
Goetz Richter - Integrating biodiversity effects in the whole system's analys...
Goetz Richter - Integrating biodiversity effects in the whole system's analys...Goetz Richter - Integrating biodiversity effects in the whole system's analys...
Goetz Richter - Integrating biodiversity effects in the whole system's analys...
 
New swat tile drain equations
New swat tile drain equationsNew swat tile drain equations
New swat tile drain equations
 
RemoteSensingProjectPaper
RemoteSensingProjectPaperRemoteSensingProjectPaper
RemoteSensingProjectPaper
 
Floodplain Mapping Status in Wisconsin
Floodplain Mapping Status in WisconsinFloodplain Mapping Status in Wisconsin
Floodplain Mapping Status in Wisconsin
 

More from a95osksj

Xu Eepc Review 2008 2nd Annual
Xu Eepc Review 2008 2nd AnnualXu Eepc Review 2008 2nd Annual
Xu Eepc Review 2008 2nd Annuala95osksj
 
Blackman Et Al Presentation Incidence Fuel Taxes
Blackman Et Al Presentation Incidence Fuel TaxesBlackman Et Al Presentation Incidence Fuel Taxes
Blackman Et Al Presentation Incidence Fuel Taxesa95osksj
 
Thomas Regressivitet Bensin1
Thomas Regressivitet Bensin1Thomas Regressivitet Bensin1
Thomas Regressivitet Bensin1a95osksj
 
Xu Proposal Ef D2
Xu Proposal Ef D2Xu Proposal Ef D2
Xu Proposal Ef D2a95osksj
 
Lunyu Xie Forest Stock And Harvest In China After The
Lunyu Xie Forest Stock And Harvest In China After TheLunyu Xie Forest Stock And Harvest In China After The
Lunyu Xie Forest Stock And Harvest In China After Thea95osksj
 
Juan Robalino Socieconomic Effects Of National Parks
Juan Robalino Socieconomic Effects Of National ParksJuan Robalino Socieconomic Effects Of National Parks
Juan Robalino Socieconomic Effects Of National Parksa95osksj
 
Edwin Modelling International Tourism Demand For Zimbabwe 20081101
Edwin Modelling International Tourism Demand For Zimbabwe 20081101Edwin Modelling International Tourism Demand For Zimbabwe 20081101
Edwin Modelling International Tourism Demand For Zimbabwe 20081101a95osksj
 
Edwin Use Of Economic Incentives In Bioregions
Edwin Use Of Economic Incentives In BioregionsEdwin Use Of Economic Incentives In Bioregions
Edwin Use Of Economic Incentives In Bioregionsa95osksj
 
Ekbom Carbon Paper Akpalu And Ekbom Nov 2 2008
Ekbom Carbon Paper Akpalu And Ekbom Nov 2 2008Ekbom Carbon Paper Akpalu And Ekbom Nov 2 2008
Ekbom Carbon Paper Akpalu And Ekbom Nov 2 2008a95osksj
 
Joseph Risk Perception Demand For Water Kenya4 November2008onjala
Joseph Risk Perception Demand For Water     Kenya4 November2008onjalaJoseph Risk Perception Demand For Water     Kenya4 November2008onjala
Joseph Risk Perception Demand For Water Kenya4 November2008onjalaa95osksj
 
Guthiga Redd Proposal Ef D China
Guthiga Redd Proposal Ef D ChinaGuthiga Redd Proposal Ef D China
Guthiga Redd Proposal Ef D Chinaa95osksj
 
Wilfred 2008 Corruption, Reform
Wilfred 2008 Corruption, ReformWilfred 2008 Corruption, Reform
Wilfred 2008 Corruption, Reforma95osksj
 
Randy Etal Household Forest Values
Randy Etal Household Forest ValuesRandy Etal Household Forest Values
Randy Etal Household Forest Valuesa95osksj
 
Wilfred Land Reform And Nrm In Kenya 30th J Ul08 New
Wilfred Land Reform And Nrm In Kenya  30th J Ul08 NewWilfred Land Reform And Nrm In Kenya  30th J Ul08 New
Wilfred Land Reform And Nrm In Kenya 30th J Ul08 Newa95osksj
 
St Clair Efd
St Clair EfdSt Clair Efd
St Clair Efda95osksj
 
Blackman&Robalino.Adoption Of Soil Conservation
Blackman&Robalino.Adoption Of Soil ConservationBlackman&Robalino.Adoption Of Soil Conservation
Blackman&Robalino.Adoption Of Soil Conservationa95osksj
 
Mintewab Biodiversity And Productivity1
Mintewab Biodiversity And Productivity1Mintewab Biodiversity And Productivity1
Mintewab Biodiversity And Productivity1a95osksj
 
Martine Beijing October 2008
Martine Beijing October 2008Martine Beijing October 2008
Martine Beijing October 2008a95osksj
 
Xu Ef D2 Tenure
Xu Ef D2 TenureXu Ef D2 Tenure
Xu Ef D2 Tenurea95osksj
 
Karin Backteman Policy Briefs
Karin Backteman Policy BriefsKarin Backteman Policy Briefs
Karin Backteman Policy Briefsa95osksj
 

More from a95osksj (20)

Xu Eepc Review 2008 2nd Annual
Xu Eepc Review 2008 2nd AnnualXu Eepc Review 2008 2nd Annual
Xu Eepc Review 2008 2nd Annual
 
Blackman Et Al Presentation Incidence Fuel Taxes
Blackman Et Al Presentation Incidence Fuel TaxesBlackman Et Al Presentation Incidence Fuel Taxes
Blackman Et Al Presentation Incidence Fuel Taxes
 
Thomas Regressivitet Bensin1
Thomas Regressivitet Bensin1Thomas Regressivitet Bensin1
Thomas Regressivitet Bensin1
 
Xu Proposal Ef D2
Xu Proposal Ef D2Xu Proposal Ef D2
Xu Proposal Ef D2
 
Lunyu Xie Forest Stock And Harvest In China After The
Lunyu Xie Forest Stock And Harvest In China After TheLunyu Xie Forest Stock And Harvest In China After The
Lunyu Xie Forest Stock And Harvest In China After The
 
Juan Robalino Socieconomic Effects Of National Parks
Juan Robalino Socieconomic Effects Of National ParksJuan Robalino Socieconomic Effects Of National Parks
Juan Robalino Socieconomic Effects Of National Parks
 
Edwin Modelling International Tourism Demand For Zimbabwe 20081101
Edwin Modelling International Tourism Demand For Zimbabwe 20081101Edwin Modelling International Tourism Demand For Zimbabwe 20081101
Edwin Modelling International Tourism Demand For Zimbabwe 20081101
 
Edwin Use Of Economic Incentives In Bioregions
Edwin Use Of Economic Incentives In BioregionsEdwin Use Of Economic Incentives In Bioregions
Edwin Use Of Economic Incentives In Bioregions
 
Ekbom Carbon Paper Akpalu And Ekbom Nov 2 2008
Ekbom Carbon Paper Akpalu And Ekbom Nov 2 2008Ekbom Carbon Paper Akpalu And Ekbom Nov 2 2008
Ekbom Carbon Paper Akpalu And Ekbom Nov 2 2008
 
Joseph Risk Perception Demand For Water Kenya4 November2008onjala
Joseph Risk Perception Demand For Water     Kenya4 November2008onjalaJoseph Risk Perception Demand For Water     Kenya4 November2008onjala
Joseph Risk Perception Demand For Water Kenya4 November2008onjala
 
Guthiga Redd Proposal Ef D China
Guthiga Redd Proposal Ef D ChinaGuthiga Redd Proposal Ef D China
Guthiga Redd Proposal Ef D China
 
Wilfred 2008 Corruption, Reform
Wilfred 2008 Corruption, ReformWilfred 2008 Corruption, Reform
Wilfred 2008 Corruption, Reform
 
Randy Etal Household Forest Values
Randy Etal Household Forest ValuesRandy Etal Household Forest Values
Randy Etal Household Forest Values
 
Wilfred Land Reform And Nrm In Kenya 30th J Ul08 New
Wilfred Land Reform And Nrm In Kenya  30th J Ul08 NewWilfred Land Reform And Nrm In Kenya  30th J Ul08 New
Wilfred Land Reform And Nrm In Kenya 30th J Ul08 New
 
St Clair Efd
St Clair EfdSt Clair Efd
St Clair Efd
 
Blackman&Robalino.Adoption Of Soil Conservation
Blackman&Robalino.Adoption Of Soil ConservationBlackman&Robalino.Adoption Of Soil Conservation
Blackman&Robalino.Adoption Of Soil Conservation
 
Mintewab Biodiversity And Productivity1
Mintewab Biodiversity And Productivity1Mintewab Biodiversity And Productivity1
Mintewab Biodiversity And Productivity1
 
Martine Beijing October 2008
Martine Beijing October 2008Martine Beijing October 2008
Martine Beijing October 2008
 
Xu Ef D2 Tenure
Xu Ef D2 TenureXu Ef D2 Tenure
Xu Ef D2 Tenure
 
Karin Backteman Policy Briefs
Karin Backteman Policy BriefsKarin Backteman Policy Briefs
Karin Backteman Policy Briefs
 

Recently uploaded

4 DAYS MASAI MARA WILDEBEEST MIGRATION SAFARI TOUR PACKAGE KENYA
4 DAYS MASAI MARA WILDEBEEST MIGRATION SAFARI TOUR PACKAGE KENYA4 DAYS MASAI MARA WILDEBEEST MIGRATION SAFARI TOUR PACKAGE KENYA
4 DAYS MASAI MARA WILDEBEEST MIGRATION SAFARI TOUR PACKAGE KENYA
Bush Troop Safari
 
Agence Régionale du Tourisme Grand Est - brochure MICE 2024.pdf
Agence Régionale du Tourisme Grand Est - brochure MICE 2024.pdfAgence Régionale du Tourisme Grand Est - brochure MICE 2024.pdf
Agence Régionale du Tourisme Grand Est - brochure MICE 2024.pdf
MICEboard
 
Exploring Montreal's Artistic Heritage Top Art Galleries and Museums to Visit
Exploring Montreal's Artistic Heritage Top Art Galleries and Museums to VisitExploring Montreal's Artistic Heritage Top Art Galleries and Museums to Visit
Exploring Montreal's Artistic Heritage Top Art Galleries and Museums to Visit
Spade & Palacio Tours
 
Hunza Cherry Blossom tour 2025- Hunza Adventure Tours
Hunza Cherry Blossom tour 2025- Hunza Adventure ToursHunza Cherry Blossom tour 2025- Hunza Adventure Tours
Hunza Cherry Blossom tour 2025- Hunza Adventure Tours
Hunza Adventure Tours
 
Antarctica- Icy wilderness of extremes and wonder
Antarctica- Icy wilderness of extremes and wonderAntarctica- Icy wilderness of extremes and wonder
Antarctica- Icy wilderness of extremes and wonder
tahreemzahra82
 
Get tailored experience with Stonehenge tours from London
Get tailored experience with Stonehenge tours from LondonGet tailored experience with Stonehenge tours from London
Get tailored experience with Stonehenge tours from London
London Country Tours
 
How To Talk To a Live Person at American Airlines
How To Talk To a Live Person at American AirlinesHow To Talk To a Live Person at American Airlines
How To Talk To a Live Person at American Airlines
flyn goo
 
MC INTERNATIONALS | TRAVEL COMPANY IN JHANG
MC INTERNATIONALS | TRAVEL COMPANY IN JHANGMC INTERNATIONALS | TRAVEL COMPANY IN JHANG
MC INTERNATIONALS | TRAVEL COMPANY IN JHANG
AshBhatt4
 
TOP 10 Historic Places To See in Kuruskhetra.
TOP 10 Historic Places To See in Kuruskhetra.TOP 10 Historic Places To See in Kuruskhetra.
TOP 10 Historic Places To See in Kuruskhetra.
ujjwalsethi113
 
Winter Festivities in Italy
Winter Festivities in ItalyWinter Festivities in Italy
Winter Festivities in Italy
Time for Sicily
 
The Power of a Glamping Go-To-Market Accelerator Plan.pptx
The Power of a Glamping Go-To-Market Accelerator Plan.pptxThe Power of a Glamping Go-To-Market Accelerator Plan.pptx
The Power of a Glamping Go-To-Market Accelerator Plan.pptx
RezStream
 
Uk Visa Complete Guide and application process
Uk Visa Complete Guide and application processUk Visa Complete Guide and application process
Uk Visa Complete Guide and application process
pandeypratikwgblindi
 
Jose RIZAL History and his travel Paris to berlin
Jose RIZAL History and his travel Paris to berlinJose RIZAL History and his travel Paris to berlin
Jose RIZAL History and his travel Paris to berlin
MaryGraceArdalesLope
 
Exploring Heritage The Ultimate Cultural Tour in Palmer, Puerto Rico
Exploring Heritage The Ultimate Cultural Tour in Palmer, Puerto RicoExploring Heritage The Ultimate Cultural Tour in Palmer, Puerto Rico
Exploring Heritage The Ultimate Cultural Tour in Palmer, Puerto Rico
Caribbean Breeze Adventures
 
欧洲杯开户-信誉的欧洲杯开户-正规欧洲杯开户|【​网址​🎉ac123.net🎉​】
欧洲杯开户-信誉的欧洲杯开户-正规欧洲杯开户|【​网址​🎉ac123.net🎉​】欧洲杯开户-信誉的欧洲杯开户-正规欧洲杯开户|【​网址​🎉ac123.net🎉​】
欧洲杯开户-信誉的欧洲杯开户-正规欧洲杯开户|【​网址​🎉ac123.net🎉​】
bljeremy734
 
Understanding the Running Costs of Electric Scooters.pptx
Understanding the Running Costs of Electric Scooters.pptxUnderstanding the Running Costs of Electric Scooters.pptx
Understanding the Running Costs of Electric Scooters.pptx
Zivah ElectriVa Private Limited
 
Paddle, Float, and Explore The Ultimate River Tour Experience in Monitor, WA
Paddle, Float, and Explore The Ultimate River Tour Experience in Monitor, WAPaddle, Float, and Explore The Ultimate River Tour Experience in Monitor, WA
Paddle, Float, and Explore The Ultimate River Tour Experience in Monitor, WA
River Recreation - Washington Whitewater Rafting
 
LUXURY TRAVEL THE ULTIMATE TOKYO EXPERIENCE FROM SINGAPORE.pdf
LUXURY TRAVEL THE ULTIMATE TOKYO EXPERIENCE FROM SINGAPORE.pdfLUXURY TRAVEL THE ULTIMATE TOKYO EXPERIENCE FROM SINGAPORE.pdf
LUXURY TRAVEL THE ULTIMATE TOKYO EXPERIENCE FROM SINGAPORE.pdf
Diper Tour
 
How To Change Name On Volaris Ticket.pdf
How To Change Name On Volaris Ticket.pdfHow To Change Name On Volaris Ticket.pdf
How To Change Name On Volaris Ticket.pdf
namechange763
 

Recently uploaded (19)

4 DAYS MASAI MARA WILDEBEEST MIGRATION SAFARI TOUR PACKAGE KENYA
4 DAYS MASAI MARA WILDEBEEST MIGRATION SAFARI TOUR PACKAGE KENYA4 DAYS MASAI MARA WILDEBEEST MIGRATION SAFARI TOUR PACKAGE KENYA
4 DAYS MASAI MARA WILDEBEEST MIGRATION SAFARI TOUR PACKAGE KENYA
 
Agence Régionale du Tourisme Grand Est - brochure MICE 2024.pdf
Agence Régionale du Tourisme Grand Est - brochure MICE 2024.pdfAgence Régionale du Tourisme Grand Est - brochure MICE 2024.pdf
Agence Régionale du Tourisme Grand Est - brochure MICE 2024.pdf
 
Exploring Montreal's Artistic Heritage Top Art Galleries and Museums to Visit
Exploring Montreal's Artistic Heritage Top Art Galleries and Museums to VisitExploring Montreal's Artistic Heritage Top Art Galleries and Museums to Visit
Exploring Montreal's Artistic Heritage Top Art Galleries and Museums to Visit
 
Hunza Cherry Blossom tour 2025- Hunza Adventure Tours
Hunza Cherry Blossom tour 2025- Hunza Adventure ToursHunza Cherry Blossom tour 2025- Hunza Adventure Tours
Hunza Cherry Blossom tour 2025- Hunza Adventure Tours
 
Antarctica- Icy wilderness of extremes and wonder
Antarctica- Icy wilderness of extremes and wonderAntarctica- Icy wilderness of extremes and wonder
Antarctica- Icy wilderness of extremes and wonder
 
Get tailored experience with Stonehenge tours from London
Get tailored experience with Stonehenge tours from LondonGet tailored experience with Stonehenge tours from London
Get tailored experience with Stonehenge tours from London
 
How To Talk To a Live Person at American Airlines
How To Talk To a Live Person at American AirlinesHow To Talk To a Live Person at American Airlines
How To Talk To a Live Person at American Airlines
 
MC INTERNATIONALS | TRAVEL COMPANY IN JHANG
MC INTERNATIONALS | TRAVEL COMPANY IN JHANGMC INTERNATIONALS | TRAVEL COMPANY IN JHANG
MC INTERNATIONALS | TRAVEL COMPANY IN JHANG
 
TOP 10 Historic Places To See in Kuruskhetra.
TOP 10 Historic Places To See in Kuruskhetra.TOP 10 Historic Places To See in Kuruskhetra.
TOP 10 Historic Places To See in Kuruskhetra.
 
Winter Festivities in Italy
Winter Festivities in ItalyWinter Festivities in Italy
Winter Festivities in Italy
 
The Power of a Glamping Go-To-Market Accelerator Plan.pptx
The Power of a Glamping Go-To-Market Accelerator Plan.pptxThe Power of a Glamping Go-To-Market Accelerator Plan.pptx
The Power of a Glamping Go-To-Market Accelerator Plan.pptx
 
Uk Visa Complete Guide and application process
Uk Visa Complete Guide and application processUk Visa Complete Guide and application process
Uk Visa Complete Guide and application process
 
Jose RIZAL History and his travel Paris to berlin
Jose RIZAL History and his travel Paris to berlinJose RIZAL History and his travel Paris to berlin
Jose RIZAL History and his travel Paris to berlin
 
Exploring Heritage The Ultimate Cultural Tour in Palmer, Puerto Rico
Exploring Heritage The Ultimate Cultural Tour in Palmer, Puerto RicoExploring Heritage The Ultimate Cultural Tour in Palmer, Puerto Rico
Exploring Heritage The Ultimate Cultural Tour in Palmer, Puerto Rico
 
欧洲杯开户-信誉的欧洲杯开户-正规欧洲杯开户|【​网址​🎉ac123.net🎉​】
欧洲杯开户-信誉的欧洲杯开户-正规欧洲杯开户|【​网址​🎉ac123.net🎉​】欧洲杯开户-信誉的欧洲杯开户-正规欧洲杯开户|【​网址​🎉ac123.net🎉​】
欧洲杯开户-信誉的欧洲杯开户-正规欧洲杯开户|【​网址​🎉ac123.net🎉​】
 
Understanding the Running Costs of Electric Scooters.pptx
Understanding the Running Costs of Electric Scooters.pptxUnderstanding the Running Costs of Electric Scooters.pptx
Understanding the Running Costs of Electric Scooters.pptx
 
Paddle, Float, and Explore The Ultimate River Tour Experience in Monitor, WA
Paddle, Float, and Explore The Ultimate River Tour Experience in Monitor, WAPaddle, Float, and Explore The Ultimate River Tour Experience in Monitor, WA
Paddle, Float, and Explore The Ultimate River Tour Experience in Monitor, WA
 
LUXURY TRAVEL THE ULTIMATE TOKYO EXPERIENCE FROM SINGAPORE.pdf
LUXURY TRAVEL THE ULTIMATE TOKYO EXPERIENCE FROM SINGAPORE.pdfLUXURY TRAVEL THE ULTIMATE TOKYO EXPERIENCE FROM SINGAPORE.pdf
LUXURY TRAVEL THE ULTIMATE TOKYO EXPERIENCE FROM SINGAPORE.pdf
 
How To Change Name On Volaris Ticket.pdf
How To Change Name On Volaris Ticket.pdfHow To Change Name On Volaris Ticket.pdf
How To Change Name On Volaris Ticket.pdf
 

Juan Land Conservation Policies

  • 1. Impact of Land Conservation Policies on Deforestation Rates in Costa Rica Juan A. Robalino, CATIE and Alexander Pfaff, Duke Arturo Sanchez, University of Alberta Francisco Alpizar, CATIE Carlos Leon, Neotropica and Carlos Manuel Rodriguez Paul Ferraro GSU Kwaw Andam IFPRI
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10. Matching Strategies Treated observations: Plots in PES or National Parks Untreated Observations: Plots away outside PES or National Parks
  • 11.
  • 12.
  • 13.
  • 14. Results: Testing similarity 3355 0.95 3504 3502 Precipitation 5.4 0.40 5.3 5.1 Distance Nat. Parks 3.3 0.71 1.5 1.5 Distance to Rivers 156 km 0.62 144 km 142 km Distance to Limon 66% 0.83 42% 49% Slopes 5.5 0.34 5.9 6.1 Distance Nat. Roads 3.3 km 0.02 3.2 km 3.5 km Distance Local Roads 122 km 0.32 119 km 121 km Distance to Caldera 114 km 0.48 101 km 102 km Distance to San Jose 43% 0.21 58% 61% Bad L. Zones for Ag. 32% 0.34 23% 22% Good L. Zones for Ag. All Controls Significance P-value Matched Controls Treated
  • 15. Results: PES Program Effects: Pixel analysis and ** represent 5% and 1% significance level respectively Model 1 is controlling for: Life Zones, Distance to SJ and main ports and Slope Model 2 is controlling also for: Distance to Roads and Rivers -2.09* -2.11** CVM Program Effects on Deforestation (%) 2000-2005 N=4 -2.00** -1.40** -1.62** OLS -1.66* PSM No Bias adjustment 1.92** 1.89** CVM 2.32** 1.59** OLS 1.87** PSM With Bias adjustment Model 1 Model 2
  • 16.  
  • 17.
  • 18. Park Impacts within boundaries: PSM vs. CM Park Effects on 86-97 % Deforestation, N = 4 in each method -1.99* -9.39** Using All of the Untreated (Naive) -2.21** -1.72** Propensity Score Matching (PSM) -0.85 -2.19** Covariate Matching (CM) Adj. Diff. in Means Difference in Means Strategy
  • 19.