Assessment of tradeoffs between ecosystem services in large spatially constrained forest management planning problems

D. Abate, Susete Marques, V. Bushenkov, Jose Riffo, Andres Weintraub, Miguel Constantino, C. Lagoa, José G. Borges
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Abstract

Forests provide multiple ecosystem services, some of which are competitive, while others are complementary. Pareto frontier approaches are often used to assess the trade-offs among these ecosystem services. However, when dealing with spatial optimization problems, one is faced with problems that are computationally complex. In this paper, we study the sources of this complexity and propose an approach to address adjacency conflicts while analyzing trade-offs among wood production, cork, carbon stock, erosion, fire resistance and biodiversity. This approach starts by sub-dividing a large landscape-level problem into four smaller sub-problems that do not share border stands. Then, it uses a Pareto frontier method to get a solution to each. A fifth sub-problem included all remaining stands. The solution of the latter by the Pareto frontier method is constrained by the solutions of the four sub-problems. This approach is applied to a large forested landscape in Northwestern Portugal. The results obtained show the effectiveness of using Pareto frontier approaches to analyze the trade-offs between ecosystem services in large spatial optimization problems. They highlight the existence of important trade-offs, notably between carbon stock and wood production, alongside erosion, biodiversity and wildfire resistance. These trade-offs were particularly clear at higher levels of these optimized services, while spatial constraints primarily affected the magnitude of the services rather than the underlying trade-off patterns. Moreover, in this paper, we study the impact of the size and complexity of the spatial optimization problem on the accuracy of the Pareto frontiers. Results suggest that the number of stands, and the number of adjacency conflicts do not affect accuracy. They show that accuracy decreases in the case of spatial optimization problems but it is within an acceptable range of discrepancy, thus showing that our approach can effectively support the analysis of trade-offs between ecosystem services.
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评估大型空间受限森林管理规划问题中生态系统服务之间的权衡
森林提供多种生态系统服务,其中一些是竞争性的,而另一些则是互补性的。帕累托前沿方法通常用于评估这些生态系统服务之间的权衡。然而,在处理空间优化问题时,人们会面临计算复杂的问题。在本文中,我们研究了这种复杂性的来源,并提出了一种在分析木材生产、软木、碳储量、侵蚀、防火和生物多样性之间的权衡时解决邻接冲突的方法。这种方法首先将一个大的景观级问题细分为四个较小的子问题,这些子问题不共享边界林分。然后,使用帕累托前沿法为每个问题求解。第五个子问题包括所有剩余的林地。用帕累托前沿法解决第五个子问题时,要受到四个子问题解的限制。这种方法适用于葡萄牙西北部的一个大型森林景观。结果表明,使用帕累托前沿方法分析大型空间优化问题中生态系统服务之间的权衡非常有效。这些结果凸显了重要的权衡问题,特别是碳储量和木材产量之间的权衡,以及侵蚀、生物多样性和抗野火能力之间的权衡。这些权衡在这些优化服务的较高水平上尤为明显,而空间限制主要影响服务的规模,而不是基本的权衡模式。此外,本文还研究了空间优化问题的规模和复杂性对帕累托边界准确性的影响。结果表明,看台的数量和邻接冲突的数量不会影响准确性。结果表明,在空间优化问题的情况下,准确性会降低,但其差异在可接受的范围内,从而表明我们的方法可以有效地支持生态系统服务之间的权衡分析。
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