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在更绿的水域中钓鱼:了解有害藻类水华对伊利湖垂钓者的影响以及采用预测模型的可能性。

Fishing in greener waters: Understanding the impact of harmful algal blooms on Lake Erie anglers and the potential for adoption of a forecast model.

机构信息

Cooperative Institute for Great Lakes Research (CIGLR), University of Michigan, 4840, S. State Rd., Ann Arbor, MI, USA.

School for Environment and Sustainability, University of Michigan, 440 Church St., Ann Arbor, MI, USA.

出版信息

J Environ Manage. 2018 Dec 1;227:248-255. doi: 10.1016/j.jenvman.2018.08.074. Epub 2018 Sep 7.

Abstract

Harmful algal blooms (HABs) pose public health risks worldwide, because of the toxins that they can produce. Researchers have explored the impact of HABs on local economies, but know relatively little about the decision-making that informs these behaviors that lead to financial losses. Understanding the factors that inform this decision-making is critical to developing mitigative solutions. This study seeks to understand how HABs in Western Lake Erie affect angler decision-making, before evaluating a possible decision-support tool-a harmful algal bloom forecast known as the Experimental Lake Erie HAB Tracker. The HAB Tracker provides a nowcast and five-day forecast of the spatial distribution and transport of Microcystis, the predominant species of harmful algae in Western Lake Erie. Data collected using focus groups and surveys were coded to identify key themes that influence angler decision-making. The theory of the diffusion of innovations provides an analytical framework to evaluate the potential for widespread adoption of the HAB forecast among Lake Erie anglers. Analysis of emerging themes revealed that Lake Erie anglers face three key decision-points when fishing in HABs: whether to fish, where to fish, and whether to eat the fish. Five primary variables factored into angler decisions on where and whether to fish including 1) perceptions of HAB aesthetics, 2) perceptions of the impact of HABs on angler health, 3) perceptions of the impact of HABs on fish, 4) communication methods, 5) perceptions of HABs by customers of charter captains. Most participants in this study sought to avoid fishing in HABs primarily for aesthetic reasons. Recreational anglers are more likely than charter captains to adopt the HAB Tracker as a decision-support tool, because it is compatible with their information needs and provides a relative advantage over existing sources of information. Charter captains are less likely to adopt the HAB Tracker, because they rely on their existing knowledge and social network for HAB information. If researchers can reduce the complexity of forecast information while increasing its accessibility and reliability, then all anglers will be more likely to adopt a HAB forecast as a decision-support tool while fishing in Lake Erie during bloom season.

摘要

有害藻华(HABs)会产生毒素,从而对全球的公共健康构成威胁。研究人员已经探讨了 HABs 对当地经济的影响,但对于导致经济损失的这些行为的决策过程知之甚少。了解这些决策的影响因素对于制定缓解措施至关重要。本研究旨在了解安大略湖西部的 HABs 如何影响钓鱼者的决策,然后评估一种可能的决策支持工具——一种称为“实验安大略湖 HAB 追踪器”的有害藻华预测。HAB 追踪器提供了 Microcystis(安大略湖西部主要的有害藻类)的空间分布和运输的即时预报和五天预报。使用焦点小组和调查收集的数据被编码以识别影响钓鱼者决策的关键主题。创新扩散理论为评估 HAB 预测在安大略湖钓鱼者中的广泛采用提供了分析框架。对新兴主题的分析表明,安大略湖钓鱼者在 HAB 中钓鱼时面临三个关键决策点:是否钓鱼、在哪里钓鱼以及是否吃鱼。五个主要变量影响钓鱼者是否钓鱼以及在哪里钓鱼的决策,包括 1)对 HAB 美学的看法,2)对 HAB 对钓鱼者健康影响的看法,3)对 HAB 对鱼类影响的看法,4)沟通方式,5)客户对船长的 HAB 看法。本研究的大多数参与者主要出于美学原因而避免在 HAB 中钓鱼。休闲钓鱼者比船长更有可能采用 HAB 追踪器作为决策支持工具,因为它符合他们的信息需求,并相对于现有信息来源具有相对优势。船长不太可能采用 HAB 追踪器,因为他们依赖于现有的知识和社交网络来获取 HAB 信息。如果研究人员能够降低预报信息的复杂性,同时提高其可访问性和可靠性,那么在 bloom 季节在安大略湖钓鱼时,所有钓鱼者都更有可能采用 HAB 预报作为决策支持工具。

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