Kuonen Jessica, Conway Flaxen, Strub Ted
College of Earth, Ocean, and Atmospheric Sciences, Oregon State University.
College of Liberal Arts, Oregon State University and Oregon Sea Grant.
Mar Technol Soc J. 2019 Feb;53(1):53-66. doi: 10.4031/mtsj.53.1.1. Epub 2019 Jan 1.
This case study is in response to a recognized need to transform short-term regional ocean condition forecast information into useful data products for a range of end users, considering their perceptions of uncertainty and risk associated with these forecasts. It demonstrates the value of user engagement in achieving long-term goals for data providers. Commercial fishermen from Oregon are selected as key information users due to the physically risky and economically uncertain nature of their profession, their expertise at navigating the marine environment, and their important economic and cultural role at the Oregon coast. Semistructured interviews ( = 16) are used to clarify the processes that govern decision making, in terms of risk perception and comfort with uncertainty. The results characterize a community "mental model" in regard to ocean use and ocean forecasts. Findings reveal that commercial fishermen consume and interpret forecast data in a nonlinear fashion by combining multiple sources and data types and with a heavy reliance on real-time data. Our assessment is that improving accuracy at temporal and spatial scales that are relevant to decision making, improving the accessibility of forecasts, and increasing forecast lead time could potentially add more value to forecasts than quantifying and communicating the types of uncertainty metrics used within the scientific community.
本案例研究旨在回应一种已被认可的需求,即考虑到终端用户对与这些预测相关的不确定性和风险的认知,将短期区域海洋状况预测信息转化为一系列终端用户可用的数据产品。它展示了用户参与对数据提供者实现长期目标的价值。由于职业具有身体风险和经济不确定性、在海洋环境中航行的专业知识以及在俄勒冈海岸的重要经济和文化作用,俄勒冈州的商业渔民被选为关键信息用户。采用半结构化访谈(n = 16)来阐明决策过程,涉及风险认知和对不确定性的接受程度。结果描绘了一个关于海洋利用和海洋预测的社区“心智模型”。研究结果表明,商业渔民通过整合多种来源和数据类型并高度依赖实时数据,以非线性方式使用和解读预测数据。我们的评估是,在与决策相关的时间和空间尺度上提高准确性、提高预测的可获取性以及增加预测提前期,可能比量化和传达科学界使用的不确定性指标类型为预测增添更多价值。