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Leakage Effects from Reforestation: Estimating the Impact of Agricultural Displacement for Carbon Markets

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  • Daniel S. Silva

    (Department of Geography and Environment, University of Texas at Austin, Austin, TX 78712, USA)

  • Samia Nunes

    (Instituto Tecnologico Vale, Belém 66055-090, PA, Brazil)

Abstract

Reforestation is widely promoted as a nature-based solution for climate change, yet its unintended consequences, such as deforestation leakage, remain under-investigated. This study provides empirical evidence of reforestation-induced leakage in the Brazilian Amazon, using municipality-level panel data from 2000 to 2023 and spatial Durbin panel models to estimate both the magnitude and spatial reach of agricultural displacement. Despite the positive local effects of reforestation projects, we found a significant displacement of deforestation to the vicinity of municipalities. We estimated a statistically significant deforestation leakage effect of approximately 12% from the reforested area, due to the agricultural displacement of cattle ranching activities. Spatial spillovers are strongest within a 150 km radius and within two years after reforestation onset. Sensitivity tests using alternative spatial weight matrices, including distance decay and land rent-weighted specifications, confirm the robustness of these findings. Livestock intensification, proxied by cattle stocking rates, does not significantly mitigate displacement effects, challenging assumptions about land sparing benefits. These results suggest that current carbon market protocols (e.g., Verra, ART-TREES) may improve their leakage analysis to avoid under- or over-estimating net carbon benefits. Incorporating spatial econometric evidence into offset methodologies and reforestation planning can improve climate policy integrity and reduce unintended environmental trade-offs.

Suggested Citation

  • Daniel S. Silva & Samia Nunes, 2025. "Leakage Effects from Reforestation: Estimating the Impact of Agricultural Displacement for Carbon Markets," Land, MDPI, vol. 14(5), pages 1-21, April.
    • Handle: RePEc:gam:jlands:v:14:y:2025:i:5:p:963-:d:1646333
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    1. Simon L. Lewis & Charlotte E. Wheeler & Edward T. A. Mitchard & Alexander Koch, 2019. "Restoring natural forests is the best way to remove atmospheric carbon," Nature, Nature, vol. 568(7750), pages 25-28, April.
    2. Filewod, Ben & McCarney, Geoff, 2023. "Avoiding leakage from nature-based offsets by design," LSE Research Online Documents on Economics 117928, London School of Economics and Political Science, LSE Library.
    3. Ghislain B D Aihounton & Arne Henningsen, 2021. "Units of measurement and the inverse hyperbolic sine transformation," The Econometrics Journal, Royal Economic Society, vol. 24(2), pages 334-351.
    4. Hualou Long & Yingnan Zhang & Li Ma & Shuangshuang Tu, 2021. "Land Use Transitions: Progress, Challenges and Prospects," Land, MDPI, vol. 10(9), pages 1-20, August.
    5. Jennifer M. Alix-Garcia & Elizabeth N. Shapiro & Katharine R. E. Sims, 2012. "Forest Conservation and Slippage: Evidence from Mexico’s National Payments for Ecosystem Services Program," Land Economics, University of Wisconsin Press, vol. 88(4), pages 613-638.
    6. Searchinger, Timothy & Heimlich, Ralph & Houghton, R. A. & Dong, Fengxia & Elobeid, Amani & Fabiosa, Jacinto F. & Tokgoz, Simla & Hayes, Dermot J. & Yu, Hun-Hsiang, 2008. "Use of U.S. Croplands for Biofuels Increases Greenhouse Gases Through Emissions from Land-Use Change," Staff General Research Papers Archive 12881, Iowa State University, Department of Economics.
    7. Erin O Sills & Diego Herrera & A Justin Kirkpatrick & Amintas Brandão Jr. & Rebecca Dickson & Simon Hall & Subhrendu Pattanayak & David Shoch & Mariana Vedoveto & Luisa Young & Alexander Pfaff, 2015. "Estimating the Impacts of Local Policy Innovation: The Synthetic Control Method Applied to Tropical Deforestation," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-15, July.
    8. Edward C. Norton, 2022. "The inverse hyperbolic sine transformation and retransformed marginal effects," Stata Journal, StataCorp LLC, vol. 22(3), pages 702-712, September.
    9. Fanny Moffette & Holly K. Gibbs, 2021. "Agricultural Displacement and Deforestation Leakage in the Brazilian Legal Amazon," Land Economics, University of Wisconsin Press, vol. 97(1), pages 155-179.
    10. Filewod, Ben & McCarney, Geoff, 2023. "Avoiding leakage from nature-based offsets by design," LSE Research Online Documents on Economics 117927, London School of Economics and Political Science, LSE Library.
    11. Charlotte Streck, 2021. "REDD+ and leakage: debunking myths and promoting integrated solutions," Climate Policy, Taylor & Francis Journals, vol. 21(6), pages 843-852, July.
    12. Jonah Busch & Kalifi Ferretti-Gallon, 2023. "What Drives and Stops Deforestation, Reforestation, and Forest Degradation? An Updated Meta-analysis," Review of Environmental Economics and Policy, University of Chicago Press, vol. 17(2), pages 217-250.
    13. Timothy D. Searchinger & Stefan Wirsenius & Tim Beringer & Patrice Dumas, 2018. "Assessing the efficiency of changes in land use for mitigating climate change," Nature, Nature, vol. 564(7735), pages 249-253, December.
    14. Leblois, Antoine & Damette, Olivier & Wolfersberger, Julien, 2017. "What has Driven Deforestation in Developing Countries Since the 2000s? Evidence from New Remote-Sensing Data," World Development, Elsevier, vol. 92(C), pages 82-102.
    15. Amintas Brandão Jr. & Lisa Rausch & América Paz Durán & Ciniro Costa Jr. & Seth A. Spawn & Holly K. Gibbs, 2020. "Estimating the Potential for Conservation and Farming in the Amazon and Cerrado under Four Policy Scenarios," Sustainability, MDPI, vol. 12(3), pages 1-22, February.
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