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Proximate causes of forest degradation in the Democratic Republic of the Congo vary in space and time

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  • Shapiro, Aurélie C.
  • Bernhard, Katie P.
  • Zenobi, Stefano
  • Müller, Daniel
  • Aguilar-Amuchastegui, Naikoa
  • d'Annunzio, Rémi

Abstract

Forest degradation, generally defined as a reduction in the delivery of forest ecosystem services, can have long-term impacts on biodiversity, climate, and local livelihoods. The quantification of forest degradation, its dynamics and proximate causes can help prompt early action to mitigate carbon emissions and inform relevant land use policies. The Democratic Republic of the Congo is largely forested with a relatively low deforestation rate, but anthropogenic degradation has been increasing in recent years. We assess the impact of eight independent variables related to land cover, land use, infrastructure, armed conflicts, and accessibility on forest degradation, measured by the Forest Condition (FC) index, a measure of forest degradation based on biomass history and fragmentation that ranges from 0 (completely deforested) to 100 (intact). We employ spatial panel models with fixed effects using regular 25 × 25 km units over five 3-year intervals from 2002 to 2016. The regression results suggest that the presence of swamp ecosystems, low access (defined by high travel time), and forest concessions are associated with lower forest degradation, while built up area, fire frequency, armed conflicts result in greater forest degradation. The impact of neighboring units on FC shows that all variables within the 50 km spatial neighborhood have a greater effect on FC than the on-site spatial determinants, indicating the greater influence of drivers beyond the 25 km² unit. In the case of protected areas, we unexpectedly find that protection in neighboring locations leads to higher forest degradation, suggesting a potential leakage effect, while protected areas in the local vicinity have a positive influence on FC. The Mann-Kendall trend statistic of occurrences of fires and conflicts over the time period and until 2020 show that significant increases in conflicts and fires are spatially divergent. Overall, our results highlight how assessing the proximate causes of forest degradation with spatiotemporal analysis can support targeted interventions and policies to reduce forest degradation but spillover effects of proximal drivers in neighboring areas need to be considered.

Suggested Citation

  • Shapiro, Aurélie C. & Bernhard, Katie P. & Zenobi, Stefano & Müller, Daniel & Aguilar-Amuchastegui, Naikoa & d'Annunzio, Rémi, 2021. "Proximate causes of forest degradation in the Democratic Republic of the Congo vary in space and time," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 2.
    • Handle: RePEc:zbw:espost:235664
    DOI: 10.3389/fcosc.2021.690562
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    1. Alberto Alesina & Caterina Gennaioli & Stefania Lovo, 2019. "Public Goods and Ethnic Diversity: Evidence from Deforestation in Indonesia," Economica, London School of Economics and Political Science, vol. 86(341), pages 32-66, January.
    2. Manfred M. Fischer & Arthur Getis (ed.), 2010. "Handbook of Applied Spatial Analysis," Springer Books, Springer, number 978-3-642-03647-7, June.
    3. Nerfa, Lauren & Rhemtulla, Jeanine M. & Zerriffi, Hisham, 2020. "Forest dependence is more than forest income: Development of a new index of forest product collection and livelihood resources," World Development, Elsevier, vol. 125(C).
    4. Kamaljit S. Bawa & S. Dayanandan, 1997. "Socioeconomic factors and tropical deforestation," Nature, Nature, vol. 386(6625), pages 562-563, April.
    5. Greta C. Dargie & Simon L. Lewis & Ian T. Lawson & Edward T. A. Mitchard & Susan E. Page & Yannick E. Bocko & Suspense A. Ifo, 2017. "Age, extent and carbon storage of the central Congo Basin peatland complex," Nature, Nature, vol. 542(7639), pages 86-90, February.
    6. J. Paul Elhorst, 2014. "Spatial Panel Data Models," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 37-93, Springer.
    7. Delacote, Philippe & Robinson, Elizabeth J.Z. & Roussel, Sébastien, 2016. "Deforestation, leakage and avoided deforestation policies: A spatial analysis," Resource and Energy Economics, Elsevier, vol. 45(C), pages 192-210.
    8. F. Siegert & G. Ruecker & A. Hinrichs & A. A. Hoffmann, 2001. "Increased damage from fires in logged forests during droughts caused by El Niño," Nature, Nature, vol. 414(6862), pages 437-440, November.
    9. Aurélie Shapiro & Naikoa Aguilar-Amuchastegui & Patrick Hostert & Jean-François Bastin, 2016. "Using fragmentation to assess degradation of forest edges in Democratic Republic of Congo," ULB Institutional Repository 2013/242257, ULB -- Universite Libre de Bruxelles.
    10. Kalifi Ferretti-Gallon and Jonah Busch, 2014. "What Drives Deforestation and What Stops It? A Meta-Analysis of Spatially Explicit Econometric Studies - Working Paper 361," Working Papers 361, Center for Global Development.
    11. Schure, Jolien & Levang, Patrice & Wiersum, K. Freerk, 2014. "Producing Woodfuel for Urban Centers in the Democratic Republic of Congo: A Path Out of Poverty for Rural Households?," World Development, Elsevier, vol. 64(S1), pages 80-90.
    12. Angelsen, Arild & Kaimowitz, David, 1999. "Rethinking the Causes of Deforestation: Lessons from Economic Models," The World Bank Research Observer, World Bank, vol. 14(1), pages 73-98, February.
    13. Burgess, Robin & Miguel, Edward & Stanton, Charlotte, 2015. "War and deforestation in Sierra Leone," Department of Economics, Working Paper Series qt83h9d9gb, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    14. Kirsten Hund & Carole Megevand & Edilene Pereira Gomes & Marta Miranda & Erik Reed, 2013. "Deforestation Trends in the Congo Basin : Mining [Dynamiques de déforestation dans le bassin du Congo : Réconcilier la croissance économique et la protection de la forêt - Document de travail n ° 4," World Bank Publications - Reports 16617, The World Bank Group.
    Full references (including those not matched with items on IDEAS)

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    1. Chervier, Colas & Ximenes, Arimatéa C. & Mihigo, Blaise-Pascal Ntirumenyerwa & Doumenge, Charles, 2024. "Impact of industrial logging concession on deforestation and forest degradation in the DRC," World Development, Elsevier, vol. 173(C).
    2. Shapiro, Aurélie & d’Annunzio, Rémi & Desclée, Baudouin & Jungers, Quentin & Kondjo, Héritier Koy & Iyanga, Josefina Mbulito & Gangyo, Francis Inicko & Nana, Tatiana & Obame, Conan Vassily & Milandou,, 2023. "Small scale agriculture continues to drive deforestation and degradation in fragmented forests in the Congo Basin (2015–2020)," Land Use Policy, Elsevier, vol. 134(C).
    3. Thomas Knoke & Nick Hanley & Rosa Maria Roman-Cuesta & Ben Groom & Frank Venmans & Carola Paul, 2023. "Trends in tropical forest loss and the social value of emission reductions," Nature Sustainability, Nature, vol. 6(11), pages 1373-1384, November.

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