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公地悲剧案例研究:智利南部帝王蟹捕捞系统建模。

A tragedy of the commons case study: modeling the fishers king crab system in Southern Chile.

机构信息

Fundación Bariloche and CONICET, San Carlos de Bariloche, Argentina.

Centro Atómico Bariloche - CONICET, Comisión Nacional de Energía Atómica, San Carlos de Bariloche, Río Negro, Argentina.

出版信息

PeerJ. 2023 Mar 14;11:e14906. doi: 10.7717/peerj.14906. eCollection 2023.

Abstract

Illegal fishing in small-scale fisheries is a contentious issue and resists a straightforward interpretation. Particularly, there is little knowledge regarding cooperative interactions between legal and illegal fishers and the potential effects on fisheries arising from these interactions. Taking the Chilean king crab (; common name centolla) fishery as a case study, our goal is twofold: (i) to model the effect of illegal-legal fishers' interactions on the fishery and (ii) analyze how management and social behavior affect fishery's outcomes. We framed the analysis of this problem within game theory combined with network theory to represent the architecture of competitive interactions. The fishers' system was set to include registered (legal) fishers and unregistered (illegal) fishers. In the presence of unregistered fishers, legal fishers may decide to cooperate (ignoring the presence of illegal fishers) or defect, which involves becoming a "super fisher" and whitewashing the captures of illegal fishers for a gain. The utility of both players, standard fisher and super fisher depend on the strategy chosen by each of them, as well as on the presence of illegal fishers. The nodes of the network represent the legal fishers (both standard and super fishers) and the links between nodes indicate that these fishers compete for the resource, assumed to be finite and evenly distributed across space. The decision to change (or not) the adopted strategy is modeled considering that fishers are subjected to variable levels of temptation to whitewash the illegal capture and to social pressure to stop doing so. To represent the vital dynamics of the king crab, we propose a model that includes the Allee effect and a term accounting for the crab extraction. We found that the super fisher strategy leads to the decrease of the king crab population under a critical threshold as postulated in the tragedy of the commons hypothesis when there are: (i) high net extraction rates of the network composed of non-competing standard fishers, (ii) high values of the extent of the fishing season, and (iii) high density of illegal fishers. The results suggest that even in the presence of super fishers and illegal fishers, the choice of properly distributed fishing/closure cycles or setting an extraction limit per vessel can prevent the king crab population from falling below a critical threshold. This finding, although controversial, reflects the reality of this fishery that, for decades, has operated under a dynamic in which whitewashing and super fishers have become well established within the system.

摘要

小规模渔业中的非法捕捞是一个有争议的问题,难以简单地解释。特别是,人们对合法和非法渔民之间的合作互动以及这些互动对渔业产生的潜在影响知之甚少。以智利帝王蟹(俗称 centolla)渔业为例,我们的目标有两个:(i)建立模型,研究非法与合法渔民之间的互动对渔业的影响;(ii)分析管理和社会行为如何影响渔业结果。我们将这个问题的分析构建在博弈论和网络理论的基础上,以代表竞争互动的结构。该分析中渔民系统包含注册(合法)渔民和未注册(非法)渔民。在存在未注册渔民的情况下,合法渔民可能会选择合作(忽略非法渔民的存在)或背叛,这涉及到成为一个“超级渔民”,并将非法渔民的捕捞合法化以获取收益。标准渔民和超级渔民的效用取决于他们各自选择的策略,以及非法渔民的存在。网络的节点代表合法渔民(包括标准渔民和超级渔民),节点之间的链接表示这些渔民竞争资源,资源被假定为有限且均匀分布在空间中。改变(或不改变)所采用策略的决定是基于渔民受到的诱惑水平建模的,这些诱惑涉及将非法捕捞合法化以及停止这种行为的社会压力。为了表示帝王蟹的关键动态,我们提出了一个模型,其中包括了阿利效应和一个考虑到螃蟹捕捞的术语。我们发现,在存在以下情况时,超级渔民策略会导致帝王蟹数量在一个临界阈值以下减少,这符合公地悲剧假说:(i)由非竞争标准渔民组成的网络的净捕捞率很高;(ii)捕捞季节的时间很长;(iii)非法渔民的密度很高。结果表明,即使存在超级渔民和非法渔民,选择适当分布的捕捞/关闭周期或为每艘船设定捕捞限制,也可以防止帝王蟹数量低于临界阈值。虽然这一发现有争议,但它反映了该渔业的现实情况,几十年来,该渔业一直处于一种动态之中,在这种动态中,渔民之间的相互包庇和超级渔民的行为已经在系统中根深蒂固。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/67bc/10022511/be29d6b1917e/peerj-11-14906-g001.jpg

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