评估气候变化对中国滑雪季长度的潜在影响:一种数据受限的方法

IF 2.8 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES
Yan Fang, Daniel Scott, Robert Steiger
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引用次数: 0

摘要

面对气候变化带来的挑战,中国滑雪产业的可持续发展成为一个关键和紧迫的问题,特别是考虑到该地区对气候变异的脆弱性以及其作为新兴滑雪目的地的新兴地位。本研究开发了一种评估气候变化对滑雪胜地影响的方法,尤其适用于气候站数据有限的情况,并可供滑雪产业利益相关方使用。基于 1981 年至 2010 年气候参数的多元线性回归(MLR)与 2020 年代、2050 年代和 2080 年代 RCP4.5 和 RCP8.5 情景下的气候变化预测相结合。为了验证 MLR 模型评估的精确性,研究将其结果与 SkiSim 2.0 模型的结果进行了比较,后者是一个广泛应用于不同国家和地区的模型,用于评估气候变化对滑雪产业的影响。MLR 模型的结果显示,东北部和西北部地区的滑雪天数下降幅度相对较小,而东部、中部和西南部地区的滑雪天数则大幅下降。MLR 模型的结果与 SkiSim 2.0 基本一致,从而广泛验证了这种方法。本文还为进一步的研究和行业应用提供了一系列启示和建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Assessing potential impacts of climate change on China’s ski season length: a data-constrained approach

Assessing potential impacts of climate change on China’s ski season length: a data-constrained approach

Faced with the challenges presented by climate change, the necessity to navigate the sustainable development of China’s skiing industry emerges as a pivotal and pressing concern, especially considering the region’s vulnerability to climate variations and its burgeoning status as an emerging skiing destination. This study develops a methodology to assess the impact of climate change on ski resorts that is especially applicable in situations with limited climate station data and can be employed by ski industry stakeholders. A multiple linear regression (MLR) based on climate parameters from 1981 to 2010 is coupled with climate change projections under RCP4.5 and RCP8.5 scenarios for the 2020s, 2050s, and 2080s. To validate the precision of the MLR model assessment, the study compares the results with those of the SkiSim 2.0 model — a model widely applied in various countries and regions for evaluating the impact of climate change on the ski industry. Results from the MLR model reveal that there are comparatively modest decreases in skiing days in the northeast and northwest regions, contrasting with significant declines in the eastern, central, and southwestern areas. The findings of the MLR model are largely consistent with SkiSim 2.0, thereby broadly validating this approach. A series of implications and recommendations for further studies and industry applications are provided.

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来源期刊
Theoretical and Applied Climatology
Theoretical and Applied Climatology 地学-气象与大气科学
CiteScore
6.00
自引率
11.80%
发文量
376
审稿时长
4.3 months
期刊介绍: Theoretical and Applied Climatology covers the following topics: - climate modeling, climatic changes and climate forecasting, micro- to mesoclimate, applied meteorology as in agro- and forestmeteorology, biometeorology, building meteorology and atmospheric radiation problems as they relate to the biosphere - effects of anthropogenic and natural aerosols or gaseous trace constituents - hardware and software elements of meteorological measurements, including techniques of remote sensing
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