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Simulating Agroforestry Adoption in Rural Indonesia: The Potential of Trees on Farms for Livelihoods and Environment

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  • Beatrice Nöldeke

    (Institute for Environmental Economics and World Trade, Leibniz University of Hannover, Königsworther Platz 1, 30167 Hannover, Germany)

  • Etti Winter

    (Institute for Environmental Economics and World Trade, Leibniz University of Hannover, Königsworther Platz 1, 30167 Hannover, Germany)

  • Yves Laumonier

    (Centre For International Forestry Research, Jalan CIFOR, Situ Gede, Bogor Barat, Bogor 16115, Jawa Barat, Indonesia)

  • Trifosa Simamora

    (Centre For International Forestry Research, Jalan CIFOR, Situ Gede, Bogor Barat, Bogor 16115, Jawa Barat, Indonesia)

Abstract

In recent years, agroforestry has gained increasing attention as an option to simultaneously alleviate poverty, provide ecological benefits, and mitigate climate change. The present study simulates small-scale farmers’ agroforestry adoption decisions to investigate the consequences for livelihoods and the environment over time. To explore the interdependencies between agroforestry adoption, livelihoods, and the environment, an agent-based model adjusted to a case study area in rural Indonesia was implemented. Thereby, the model compares different scenarios, including a climate change scenario. The agroforestry system under investigation consists of an illipe ( Shorea stenoptera ) rubber ( Hevea brasiliensis ) mix, which are both locally valued tree species. The simulations reveal that farmers who adopt agroforestry diversify their livelihood portfolio while increasing income. Additionally, the model predicts environmental benefits: enhanced biodiversity and higher carbon sequestration in the landscape. The benefits of agroforestry for livelihoods and nature gain particular importance in the climate change scenario. The results therefore provide policy-makers and practitioners with insights into the dynamic economic and environmental advantages of promoting agroforestry.

Suggested Citation

  • Beatrice Nöldeke & Etti Winter & Yves Laumonier & Trifosa Simamora, 2021. "Simulating Agroforestry Adoption in Rural Indonesia: The Potential of Trees on Farms for Livelihoods and Environment," Land, MDPI, vol. 10(4), pages 1-31, April.
  • Handle: RePEc:gam:jlands:v:10:y:2021:i:4:p:385-:d:531392
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    as
    1. Alain Ndoli & Athanase Mukuralinda & Antonius G. T. Schut & Miyuki Iiyama & Jean Damascene Ndayambaje & Jeremias G. Mowo & Ken E. Giller & Frédéric Baudron, 2021. "On-farm trees are a safety net for the poorest households rather than a major contributor to food security in Rwanda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(3), pages 685-699, June.
    2. Paul Windrum & Giorgio Fagiolo & Alessio Moneta, 2007. "Empirical Validation of Agent-Based Models: Alternatives and Prospects," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 10(2), pages 1-8.
    3. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    4. Rika Ratna Sari & Danny Dwi Saputra & Kurniatun Hairiah & Danaë M. A. Rozendaal & James M. Roshetko & Meine van Noordwijk, 2020. "Gendered Species Preferences Link Tree Diversity and Carbon Stocks in Cacao Agroforest in Southeast Sulawesi, Indonesia," Land, MDPI, vol. 9(4), pages 1-15, April.
    5. Volker Grimm & Steven F. Railsback & Christian E. Vincenot & Uta Berger & Cara Gallagher & Donald L. DeAngelis & Bruce Edmonds & Jiaqi Ge & Jarl Giske & Jürgen Groeneveld & Alice S.A. Johnston & Alex, 2020. "The ODD Protocol for Describing Agent-Based and Other Simulation Models: A Second Update to Improve Clarity, Replication, and Structural Realism," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 23(2), pages 1-7.
    6. Raúl Córdova & Nicholas J. Hogarth & Markku Kanninen, 2018. "Sustainability of Smallholder Livelihoods in the Ecuadorian Highlands: A Comparison of Agroforestry and Conventional Agriculture Systems in the Indigenous Territory of Kayambi People," Land, MDPI, vol. 7(2), pages 1-31, April.
    7. Dinh, Hoang Huu & Nguyen, Trung Thanh & Hoang, Viet-Ngu & Wilson, Clevo, 2017. "Economic incentive and factors affecting tree planting of rural households: Evidence from the Central Highlands of Vietnam," Journal of Forest Economics, Elsevier, vol. 29(PA), pages 14-24.
    8. De Leijster, V. & Santos, M.J. & Wassen, M.W. & Camargo García, J.C. & Llorca Fernandez, I. & Verkuil, L. & Scheper, A. & Steenhuis, M. & Verweij, P.A., 2021. "Ecosystem services trajectories in coffee agroforestry in Colombia over 40 years," Ecosystem Services, Elsevier, vol. 48(C).
    9. Edi Purwanto & Hery Santoso & Idsert Jelsma & Atiek Widayati & Hunggul Y. S. H. Nugroho & Meine van Noordwijk, 2020. "Agroforestry as Policy Option for Forest-Zone Oil Palm Production in Indonesia," Land, MDPI, vol. 9(12), pages 1-34, December.
    10. Nicholas R Magliocca & Daniel G Brown & Erle C Ellis, 2013. "Exploring Agricultural Livelihood Transitions with an Agent-Based Virtual Laboratory: Global Forces to Local Decision-Making," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-11, September.
    11. Nigel Gilbert & Petra Ahrweiler & Pete Barbrook-Johnson & Kavin Preethi Narasimhan & Helen Wilkinson, 2018. "Computational Modelling of Public Policy: Reflections on Practice," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 21(1), pages 1-14.
    12. Reed, James & van Vianen, Josh & Foli, Samson & Clendenning, Jessica & Yang, Kevin & MacDonald, Margaret & Petrokofsky, Gillian & Padoch, Christine & Sunderland, Terry, 2017. "Trees for life: The ecosystem service contribution of trees to food production and livelihoods in the tropics," Forest Policy and Economics, Elsevier, vol. 84(C), pages 62-71.
    13. Chiputwa, Brian & Spielman, David J. & Qaim, Matin, 2015. "Food Standards, Certification, and Poverty among Coffee Farmers in Uganda," World Development, Elsevier, vol. 66(C), pages 400-412.
    14. Mariana Vallejo & M. Isabel Ramírez & Alejandro Reyes-González & Jairo G. López-Sánchez & Alejandro Casas, 2019. "Agroforestry Systems of the Tehuacán-Cuicatlán Valley: Land Use for Biocultural Diversity Conservation," Land, MDPI, vol. 8(2), pages 1-16, January.
    15. Rick S. Llewellyn & Brendan Brown, 2020. "Predicting Adoption of Innovations by Farmers: What is Different in Smallholder Agriculture?," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 100-112, March.
    16. Henders, Sabine & Ostwald, Madelene & Verendel, Vilhelm & Ibisch, Pierre, 2018. "Do national strategies under the UN biodiversity and climate conventions address agricultural commodity consumption as deforestation driver?," Land Use Policy, Elsevier, vol. 70(C), pages 580-590.
    17. Aritta Suwarno & Meine van Noordwijk & Hans-Peter Weikard & Desi Suyamto, 2018. "Indonesia’s forest conversion moratorium assessed with an agent-based model of Land-Use Change and Ecosystem Services (LUCES)," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 23(2), pages 211-229, February.
    18. Miller, Daniel C. & Muñoz-Mora, Juan Carlos & Christiaensen, Luc, 2017. "Prevalence, economic contribution, and determinants of trees on farms across Sub-Saharan Africa," Forest Policy and Economics, Elsevier, vol. 84(C), pages 47-61.
    19. Van Hung Do & Nguyen La & Rachmat Mulia & Göran Bergkvist & A. Sigrun Dahlin & Van Thach Nguyen & Huu Thuong Pham & Ingrid Öborn, 2020. "Fruit Tree-Based Agroforestry Systems for Smallholder Farmers in Northwest Vietnam—A Quantitative and Qualitative Assessment," Land, MDPI, vol. 9(11), pages 1-23, November.
    20. Louis Verchot & Meine Noordwijk & Serigne Kandji & Tom Tomich & Chin Ong & Alain Albrecht & Jens Mackensen & Cynthia Bantilan & K. Anupama & Cheryl Palm, 2007. "Climate change: linking adaptation and mitigation through agroforestry," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 12(5), pages 901-918, June.
    21. Sulistyawati, Endah & Noble, Ian R. & Roderick, Michael L., 2005. "A simulation model to study land use strategies in swidden agriculture systems," Agricultural Systems, Elsevier, vol. 85(3), pages 271-288, September.
    22. Rachmat Mulia & Duong Dinh Nguyen & Mai Phuong Nguyen & Peter Steward & Van Thanh Pham & Hoang Anh Le & Todd Rosenstock & Elisabeth Simelton, 2020. "Enhancing Vietnam’s Nationally Determined Contribution with Mitigation Targets for Agroforestry: A Technical and Economic Estimate," Land, MDPI, vol. 9(12), pages 1-24, December.
    23. Andrew D. Barnes & Malte Jochum & Steffen Mumme & Noor Farikhah Haneda & Achmad Farajallah & Tri Heru Widarto & Ulrich Brose, 2014. "Consequences of tropical land use for multitrophic biodiversity and ecosystem functioning," Nature Communications, Nature, vol. 5(1), pages 1-7, December.
    24. Ranjith P. Udawatta & Lalith Rankoth & Shibu Jose, 2019. "Agroforestry and Biodiversity," Sustainability, MDPI, vol. 11(10), pages 1-22, May.
    25. Grimm, Volker & Berger, Uta & DeAngelis, Donald L. & Polhill, J. Gary & Giske, Jarl & Railsback, Steven F., 2010. "The ODD protocol: A review and first update," Ecological Modelling, Elsevier, vol. 221(23), pages 2760-2768.
    26. Shiferaw Feleke & Steven Michael Cole & Haruna Sekabira & Rousseau Djouaka & Victor Manyong, 2021. "Circular Bioeconomy Research for Development in Sub-Saharan Africa: Innovations, Gaps, and Actions," Sustainability, MDPI, vol. 13(4), pages 1-20, February.
    27. Mai Phuong Nguyen & Philippe Vaast & Tim Pagella & Fergus Sinclair, 2020. "Local Knowledge about Ecosystem Services Provided by Trees in Coffee Agroforestry Practices in Northwest Vietnam," Land, MDPI, vol. 9(12), pages 1-27, December.
    28. Petra Ahrweiler, 2017. "Agent-based simulation for science, technology, and innovation policy," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(1), pages 391-415, January.
    29. Mekonnen, Alemu & Damte, Abebe, 2011. "Private Trees as Household Assets and Determinants of Tree-Growing Behavior in Rural Ethiopia," RFF Working Paper Series dp-11-14-efd, Resources for the Future.
    30. Belay Manjur Gebru & Sonam Wangyel Wang & Sea Jin Kim & Woo-Kyun Lee, 2019. "Socio-Ecological Niche and Factors Affecting Agroforestry Practice Adoption in Different Agroecologies of Southern Tigray, Ethiopia," Sustainability, MDPI, vol. 11(13), pages 1-19, July.
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    2. Hejie Wei & Jiaxin Zheng & Dong Xue & Xiaobin Dong & Mengxue Liu & Yali Zhang, 2022. "Identifying the Relationship between Livelihoods and Land Ecosystem Services Using a Coupled Model: A Case Study in the “One River and Two Tributaries” Region of Tibet," Land, MDPI, vol. 11(9), pages 1-23, August.
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    4. Aris Sudomo & Budi Leksono & Hesti Lestari Tata & Anita Apriliani Dwi Rahayu & Aziz Umroni & Heny Rianawati & Asmaliyah & Krisnawati & Ali Setyayudi & Marcellinus Mandira Budi Utomo & Levina Augusta G, 2023. "Can Agroforestry Contribute to Food and Livelihood Security for Indonesia’s Smallholders in the Climate Change Era?," Agriculture, MDPI, vol. 13(10), pages 1-25, September.
    5. Mónica de Castro-Pardo & João C. Azevedo & Pascual Fernández, 2021. "Ecosystem Services, Sustainable Rural Development and Protected Areas," Land, MDPI, vol. 10(10), pages 1-3, September.
    6. Hari Wahyu Wijayanto & Kai-An Lo & Hery Toiba & Moh Shadiqur Rahman, 2022. "Does Agroforestry Adoption Affect Subjective Well-Being? Empirical Evidence from Smallholder Farmers in East Java, Indonesia," Sustainability, MDPI, vol. 14(16), pages 1-10, August.

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