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Assessing the Impact of Projected Climate Change on Zoo Visitation in Toronto (Canada)

机译:评估预计的气候变化对多伦多(加拿大)动物园参观的影响

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Weather and climate have been widely recognised as having an important influence on tourism and recreational activities. However, the nature of these relationships varies depending on the type, timing and location of these activities. Climate change is expected to have considerable and diverse impacts on recreation and tourism. Nonetheless, the potential impact of climate change on zoo visitation has yet to be assessed in a scientific manner. This case study begins by establishing the baseline conditions and statistical relationship between weather and zoo visitation in Toronto, Canada. Regression analysis, relying on historical weather and visitation data, measured at the daily time scale, formed the basis for this analysis. Climate change projections relied on output produced by Global Climate Models (GCMs) for the Intergovernmental Panel on Climate Change’s 2013 Fifth Assessment Report, ranked and selected using the herein defined Selective Ensemble Approach. This seasonal GCM output was then used to inform daily, local, climate change scenarios, generated using Statistical Down-Scaling Model Version 5.2. A series of seasonal models were then used to assess the impact of projected climate change on zoo visitation. While accounting for the negative effects of precipitation and extreme heat, the models suggested that annual visitation to the zoo will likely increase over the course of the 21st century due to projected climate change: from +8% in the 2020s to +18% by the 2080s, for the least change scenario; and from +8% in the 2020s to +34% in the 2080s, for the greatest change scenario. The majority of the positive impact of projected climate change on zoo visitation in Toronto will likely occur in the shoulder season (spring and fall); with only moderate increases in the off season (winter) and potentially negative impacts associated with the peak season (summer), especially if warming exceeds 3.5 °C.
机译:天气和气候已被广泛认为对旅游和休闲活动具有重要影响。但是,这些关系的性质取决于这些活动的类型,时间和地点。预计气候变化将对娱乐和旅游业产生相当大的影响。尽管如此,气候变化对动物园参观的潜在影响尚待科学评估。本案例研究从建立基线条件以及加拿大多伦多天气与动物园参观之间的统计关系开始。回归分析依靠每天时间尺度上的历史天气和访问数据,为该分析奠定了基础。对气候变化的预测依赖于政府间气候变化专门委员会2013年《第五次评估报告》的全球气候模型(GCM)产生的输出,并使用此处定义的“选择性合奏法”进行了排名和选择。然后,使用季节性的GCM输出来告知使用统计缩减模型5.2版生成的每日,局部,气候变化方案。然后使用一系列季节性模型来评估预计的气候变化对动物园参观的影响。尽管考虑到降水和极热的负面影响,这些模型表明,由于预计的气候变化,在21世纪期间,每年对动物园的访问量可能会增加:从2020年代的+ 8%到2020年代的+ 18% 2080年代,变化最小的情况;在变化最大的情况下,从2020年代的8%增长到2080年代的+ 34%。预计的气候变化对多伦多动物园参观的大部分积极影响很可能会发生在肩膀季节(春季和秋季);在淡季(冬季)仅适度增加,与高峰季节(夏季)相关的潜在负面影响,尤其是在升温超过3.5°C的情况下。

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