Application of Habitat Suitability Models for Assessing Climate Change Effects on Fish Distribution

Taeyong Shim, Eunhye Bae, Jinho Jung
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引用次数: 1

Abstract

Temperature increase and precipitation changes caused by change alter aquatic environments including water quantity and quality that eventually affects the habitat of aquatic organisms. Such changes in habitat lead to changes in habitat suitability of the organisms, which eventually determines species distribution. Therefore, conventional habitat suitability models were investigated to evaluate habitat suitability changes of freshwater fish cause by change. Habitat suitability models can be divided into habitat-hydraulic (PHABSIM, CCHE2D, CASiMiR, RHABSIM, RHYHABSIM, and River2D) and habitat-physiologic (CLIMEX) models. Habitat-hydraulic models use hydraulic variables (velocity, depth, substrate) to assess habitat suitability, but lack the ability to evaluate the effect of water quality, including temperature. On the contrary, CLIMEX evaluates the physiological response against climatic variables, but lacks the ability to interpret the effects of physical habitat (hydraulic variables). A new concept of ecological habitat suitability modeling (EHSM) is proposed to overcome such limitations by combining the habitat-hydraulic model (PHABSIM) and the habitat-physiologic model (CLIMEX), which is able to evaluate the effect of more environmental variables than each conventional model. This model is expected to predict fish habitat suitability according to climate change more accurately.
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生境适宜性模型在评估气候变化对鱼类分布影响中的应用
气候变化引起的温度升高和降水变化改变了包括水量和水质在内的水生环境,最终影响了水生生物的栖息地。这种栖息地的变化导致了生物栖息地适宜性的变化,最终决定了物种的分布。因此,研究了传统的生境适宜性模型来评价变化引起的淡水鱼生境适宜性变化。生境适宜性模型可分为生境-水力模型(PHABSIM、CCHE2D、CASiMiR、RHABSIM、RHYHABSIM和River2D)和生境-生理模型(CLIMEX)。生境-水力模型使用水力变量(流速、深度、基质)来评估生境适宜性,但缺乏评估水质(包括温度)影响的能力。相反,CLIMEX评估了对气候变量的生理反应,但缺乏解释物理栖息地(水力变量)影响的能力。为了克服这一局限性,本文提出了一种将生境-水力模型(PHABSIM)和生境-生理模型(CLIMEX)相结合的生态生境适宜性模型(EHSM),该模型比传统模型能够评估更多环境变量的影响。该模型有望根据气候变化更准确地预测鱼类栖息地的适宜性。
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