通过对 EURO-CORDEX 组合进行统计-动力降尺度,研究巴黎城市气候的未来演变情况

IF 4.7 Q2 MATERIALS SCIENCE, BIOMATERIALS
Benjamin Le Roy, A. Lemonsu, Robert Schoetter, Tiago Machado
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引用次数: 0

摘要

地方适应气候变化的决策需要高分辨率的城市气候预测。区域气候模式的分辨率过于粗糙,无法以这样的分辨率模拟城市气候。这里采用了一种新颖的统计动力降尺度方法(SDD),将 EURO-CORDEX 集合降尺度到 1 公里的分辨率,同时增加了巴黎市(法国)对气温的影响。然后使用降尺度大气场驱动城镇能量平衡城市冠层模型,生成 1970-2099 年期间的高分辨率气温图,同时保持该城市的土地覆盖现状。针对夏季,对 SDD 的不同步骤进行了评估。区域气候模型模拟的最低(最高)温度(TN/TX)过高(过低)。经过校正和降尺度后,城市模拟继承了其中的一些偏差,但对夏季城市热岛(UHI)给出了令人满意的结果,夜间平均偏差为-0.6 K,白天平均偏差为+0.3 K。随后研究了两种温室气体排放情景(RCP4.5 和 RCP8.5)下未来夏季气温的变化。在城市外,模拟预测 RCP8.5 的 TN 和 TX 的平均升温幅度分别为 4.1 K 和 4.8 K。在城市中,升温幅度较低,导致夜间的 UHIs 下降-0.19 K(从 2.1 K 降至 1.9 K),白天下降-0.16 K。夏季降水量和土壤含水量的降低导致农村气温升高,部分抵消了城市地热储存的增加。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Study of the future evolution of the urban climate of Paris by statistical-dynamical downscaling of the EURO-CORDEX ensemble
High-resolution urban climate projections are needed for local decision-making on climate change adaptation. Regional climate models have resolutions that are too coarse to simulate the urban climate at such resolutions. A novel statistical-dynamical downscaling approach (SDD) is used here to downscale the EURO-CORDEX ensemble to a resolution of 1 km while adding the effect of the city of Paris (France) on air temperature. The downscaled atmospheric fields are then used to drive the Town Energy Balance urban canopy model to produce high-resolution temperature maps over the period 1970-2099, while maintaining the city’s land cover in its present state. The different steps of the SDD are evaluated for the summer season. The regional climate models simulate minimum(maximum) temperatures (TN/TX) that are too high(low). After correction and downscaling, the urban simulations inherit some of these biases, but give satisfactory results for summer urban heat islands (UHI), with average biases of −0.6 K at night and +0.3 K during the day. Changes in future summer temperatures are then studied for two greenhouse gas emission scenarios, RCP4.5 and RCP8.5. Outside the city, the simulations project average increases of 4.1 K and 4.8 K for TN and TX for RCP8.5. In the city, warming is lower, resulting in a decrease in UHIs of −0.19 K at night (from 2.1 K to 1.9 K) and −0.16 K during the day. The changes in UHIs are explained by higher rates of warming in rural temperatures due to lower summer precipitation and soil water content, and are partially offset by increased ground heat storage in the city.
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
期刊介绍: ACS Applied Bio Materials is an interdisciplinary journal publishing original research covering all aspects of biomaterials and biointerfaces including and beyond the traditional biosensing, biomedical and therapeutic applications. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrates knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important bio applications. The journal is specifically interested in work that addresses the relationship between structure and function and assesses the stability and degradation of materials under relevant environmental and biological conditions.
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