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Exploring the future of Kafue National Park, Zambia: Scenario-based land use and land cover modelling to understand drivers and impacts of deforestation

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  • Dietz, Julia
  • Treydte, Anna Christina
  • Lippe, Melvin

Abstract

Land use and land cover (LULC) dynamics in tropical forests of sub-Saharan Africa are often difficult to quantify and predict, despite rapid forest losses and increasing human population pressure. As deforestation threatens the biodiversity of both flora and fauna, we used LULC change assessment and scenario modelling to analyse whether policy measures can safeguard the multi-functionality of tropical dry forests in western Zambia from 2010 to 2040. Our data comprised information on deforestation and human encroachment due to i.e., agricultural expansion, charcoal production, infrastructure development in the Kafue National Park (NP) and adjacent Game Management Areas (GMAs) (total area: 7,102,147 ha), which is part of the first Reducing Emissions from Deforestation and Forest Degradation (REDD+) focus areas in Zambia. We modelled a business-as-usual scenario (BAU) and four REDD+ policy-screening scenarios with varying levels of protection enforcement and future annual deforestation rates. We quantified scenario impacts on forest cover using three indicators: cropland and forest-related LULC trajectory, forest connectivity, and long-term carbon stock changes in 2040. Scenario results suggested that only under strong enforcement and low demand for agricultural areas, deforestation in Kafue NP and GMAs could be avoided by 93% (40,457 ha) and 1% in carbon stocks could be gained by 2040 in comparison to BAU. Spatial analyses revealed that cropland expansion will continue to encroach protected areas. We highlight that variations in carbon stocks and forest fragmentation were small across scenarios which has implications for land use management and the expected future benefits of REDD+ projects. The combination of GIS, scenario development and LULC modelling helped to identify and locate potential future deforestation and LULC changes. This can support appropriate management pathways of REDD+ induced local and national leakage effects and related decision making.

Suggested Citation

  • Dietz, Julia & Treydte, Anna Christina & Lippe, Melvin, 2023. "Exploring the future of Kafue National Park, Zambia: Scenario-based land use and land cover modelling to understand drivers and impacts of deforestation," Land Use Policy, Elsevier, vol. 126(C).
    • Handle: RePEc:eee:lauspo:v:126:y:2023:i:c:s0264837723000017
    DOI: 10.1016/j.landusepol.2023.106535
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    References listed on IDEAS

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    1. Vorlaufer, Tobias & Falk, Thomas & Dufhues, Thomas & Kirk, Michael, 2017. "Payments for ecosystem services and agricultural intensification: Evidence from a choice experiment on deforestation in Zambia," Ecological Economics, Elsevier, vol. 141(C), pages 95-105.
    2. Huiran Han & Chengfeng Yang & Jinping Song, 2015. "Scenario Simulation and the Prediction of Land Use and Land Cover Change in Beijing, China," Sustainability, MDPI, vol. 7(4), pages 1-20, April.
    3. Rubén Ferrer Velasco & Margret Köthke & Melvin Lippe & Sven Günter, 2020. "Scale and context dependency of deforestation drivers: Insights from spatial econometrics in the tropics," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-32, January.
    4. Felix Kalaba & Claire Quinn & Andrew Dougill, 2014. "Policy coherence and interplay between Zambia’s forest, energy, agricultural and climate change policies and multilateral environmental agreements," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 14(2), pages 181-198, May.
    5. Kazungu, Moses & Ferrer Velasco, Rubén & Zhunusova, Eliza & Lippe, Melvin & Kabwe, Gillian & Gumbo, Davison J. & Günter, Sven, 2021. "Effects of household-level attributes and agricultural land-use on deforestation patterns along a forest transition gradient in the Miombo landscapes, Zambia," Ecological Economics, Elsevier, vol. 186(C).
    6. Melvin Lippe & Thomas Hilger & Sureeporn Sudchalee & Naruthep Wechpibal & Attachai Jintrawet & Georg Cadisch, 2017. "Simulating Stakeholder-Based Land-Use Change Scenarios and Their Implication on Above-Ground Carbon and Environmental Management in Northern Thailand," Land, MDPI, vol. 6(4), pages 1-18, December.
    7. Eric L. Bullock & Sean P. Healey & Zhiqiang Yang & Phoebe Oduor & Noel Gorelick & Steve Omondi & Edward Ouko & Warren B. Cohen, 2021. "Three Decades of Land Cover Change in East Africa," Land, MDPI, vol. 10(2), pages 1-15, February.
    8. Mwitwa, J. & German, L. & Muimba-Kankolongo, A. & Puntodewo, A., 2012. "Governance and sustainability challenges in landscapes shaped by mining: Mining-forestry linkages and impacts in the Copper Belt of Zambia and the DR Congo," Forest Policy and Economics, Elsevier, vol. 25(C), pages 19-30.
    9. Kalaba, Felix Kanungwe, 2016. "Barriers to policy implementation and implications for Zambia's forest ecosystems," Forest Policy and Economics, Elsevier, vol. 69(C), pages 40-44.
    10. Jayant Sathaye & Kenneth Andrasko, 2007. "Special issue on estimation of baselines and leakage in carbon mitigation forestry projects," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 12(6), pages 963-970, July.
    11. Mark D. A. Rounsevell & Marc J. Metzger, 2010. "Developing qualitative scenario storylines for environmental change assessment," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 1(4), pages 606-619, July.
    12. Mekonnen H Daba & Sintayehu W Dejene, 2018. "The Role of Biodiversity and Ecosystem Services in Carbon Sequestration and its Implication for Climate Change Mitigation," International Journal of Environmental Sciences & Natural Resources, Juniper Publishers Inc., vol. 11(2), pages 53-62, May.
    13. Shi, Miaoying & Yin, Runsheng & Lv, Hongdi, 2017. "An empirical analysis of the driving forces of forest cover change in northeast China," Forest Policy and Economics, Elsevier, vol. 78(C), pages 78-87.
    14. Rebecca Chaplin-Kramer & Ivan Ramler & Richard Sharp & Nick M. Haddad & James S. Gerber & Paul C. West & Lisa Mandle & Peder Engstrom & Alessandro Baccini & Sarah Sim & Carina Mueller & Henry King, 2015. "Degradation in carbon stocks near tropical forest edges," Nature Communications, Nature, vol. 6(1), pages 1-6, December.
    15. Kalaba, Felix Kanungwe & Quinn, Claire Helen & Dougill, Andrew John, 2013. "The role of forest provisioning ecosystem services in coping with household stresses and shocks in Miombo woodlands, Zambia," Ecosystem Services, Elsevier, vol. 5(C), pages 143-148.
    16. Khuc, Quy Van & Tran, Bao Quang & Meyfroidt, Patrick & Paschke, Mark W., 2018. "Drivers of deforestation and forest degradation in Vietnam: An exploratory analysis at the national level," Forest Policy and Economics, Elsevier, vol. 90(C), pages 128-141.
    17. Ilkwon Kim & Quang Bao Le & Soo Jin Park & John Tenhunen & Thomas Koellner, 2014. "Driving Forces in Archetypical Land-Use Changes in a Mountainous Watershed in East Asia," Land, MDPI, vol. 3(3), pages 1-24, August.
    18. Ngoma, Hambulo & Angelsen, Arild, 2018. "Can conservation agriculture save tropical forests? The case of minimum tillage in Zambia," Forest Policy and Economics, Elsevier, vol. 97(C), pages 153-162.
    19. Handavu, Ferdinand & Chirwa, Paxie W.C. & Syampungani, Stephen, 2019. "Socio-economic factors influencing land-use and land-cover changes in the miombo woodlands of the Copperbelt province in Zambia," Forest Policy and Economics, Elsevier, vol. 100(C), pages 75-94.
    20. Nansikombi, Hellen & Fischer, Richard & Ferrer Velasco, Rubén & Lippe, Melvin & Kalaba, Felix Kanungwe & Kabwe, Gillian & Günter, Sven, 2020. "Can de facto governance influence deforestation drivers in the Zambian Miombo?," Forest Policy and Economics, Elsevier, vol. 120(C).
    21. Nancy L. Harris & David A. Gibbs & Alessandro Baccini & Richard A. Birdsey & Sytze Bruin & Mary Farina & Lola Fatoyinbo & Matthew C. Hansen & Martin Herold & Richard A. Houghton & Peter V. Potapov & D, 2021. "Global maps of twenty-first century forest carbon fluxes," Nature Climate Change, Nature, vol. 11(3), pages 234-240, March.
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