System dynamics approach to Indonesia's national tin production planning

IF 3.6 2区 社会学 Q2 ENVIRONMENTAL STUDIES
Andri Budhiman Firmanto , Dermawan Wibisono , Manahan Parlindungan Saragih Siallagan , Mohammad Zaki Mubarok , Rani Febrianti , Dinda T Andariesta
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Abstract

Indonesia, as the world's leading tin producer, faces increasing pressure to balance economic growth with sustainable resource management. Unregulated exploitation has led to environmental degradation, resource depletion, and market volatility. This study applies a system dynamics (SD) modeling approach to optimize national tin production by simulating three scenarios: low (40,000 tons/year), moderate (50,000 tons/year), and high (80,000 tons/year).Our methodology integrated: (1) data collection from government and industry sources; (2) causal loop diagramming to map system interconnections; (3) stock-flow model development in Vensim; (4) validation through pattern-matching; and (5) multi-scenario simulation across 50 years. Critical to this approach was the indexing of variables to capture temporal changes in resource quality and market conditions, enabling more accurate long-term projections. Analysis of reserve depletion, supply-demand ratio, prices, and revenue revealed that high production rates accelerate reserve exhaustion and trigger price suppression, reducing long-term revenue. Low to moderate production levels maintain higher prices and extend resource lifespan. The optimal production rate of 55,000–60,000 tons/year balances economic returns with sustainability and market stability. This study provides policymakers with a framework to align production quotas with sustainable development goals, supporting evidence-based regulations. Limitations include the exclusion of social, regional, and technological variables, which future research should address.
印尼国家锡生产计划的系统动力学方法
作为世界领先的锡生产国,印尼在平衡经济增长与可持续资源管理方面面临越来越大的压力。不受管制的开采导致了环境恶化、资源枯竭和市场波动。本研究采用系统动力学(SD)建模方法,通过模拟低(4万吨/年)、中(5万吨/年)和高(8万吨/年)三种情景,对全国锡产量进行优化。我们的方法包括:(1)从政府和行业来源收集数据;(2)因果回路图,映射系统互连关系;(3) Vensim的存量流模型开发;(4)模式匹配验证;(5) 50年多情景模拟。这一方法的关键是对变量进行索引,以捕捉资源质量和市场条件的时间变化,从而作出更准确的长期预测。对储量枯竭、供需比、价格和收入的分析表明,高产量加速了储量枯竭,引发了价格抑制,减少了长期收入。低到中等的生产水平维持了较高的价格,延长了资源的寿命。最佳产量为55,000-60,000吨/年,平衡了经济效益与可持续性和市场稳定性。这项研究为政策制定者提供了一个框架,使生产配额与可持续发展目标保持一致,支持基于证据的监管。局限性包括排除社会、区域和技术变量,这是未来研究应该解决的问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
6.60
自引率
19.40%
发文量
135
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