Customized Statistically Downscaled CMIP5 and CMIP6 Projections: Application in the Edwards Aquifer Region in South-Central Texas

IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Earths Future Pub Date : 2024-10-09 DOI:10.1029/2024EF004716
A. M. Wootten, H. Başağaoğlu, F. P. Bertetti, D. Chakraborty, C. Sharma, M. Samimi, A. Mirchi
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Abstract

Climate projections are being used for decision-making related to climate mitigation and adaptation and as inputs for impacts modeling related to climate change. The plethora of available projections presents end users with the challenge of how to select climate projections, known as the “practitioner's dilemma.” In addition, if an end-user determines that existing projections cannot be used, then they face the additional challenge of producing climate projections for their region that are useful for their needs. We present a methodology with novel features to address the “practitioner's dilemma” for generating downscaled climate projections for specific applications. We use the Edwards Aquifer region (EAR) in south-central Texas to demonstrate a process to select a subset of global climate models from both the CMIP5 and CMIP6 ensembles, followed by downscaling and verification of the accuracy of downscaled data against historical data. The results show that average precipitation changes range from a decrease of 10.4 mm to an increase of 25.6 mm, average temperature increases from 2.0°C to 4.3°C, and the number of days exceeding 37.8°C (100°F) increase by 35–70 days annually by the end of century. The findings enhance our understanding of the potential impacts of climate change on the EAR, essential for developing effective regional management strategies. Additionally, the results provide valuable scenario-based projected data to be used for groundwater and spring flow modeling and present a clearly documented example addressing the “practitioner's dilemma” in the EAR.

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定制统计降尺度 CMIP5 和 CMIP6 预测:在得克萨斯州中南部爱德华兹含水层地区的应用
气候预测正被用于与气候减缓和适应有关的决策,并作为与气候变化有关的影响建模的输入。过多的可用预测给最终用户带来了如何选择气候预测的挑战,即所谓的 "实践者困境"。此外,如果最终用户认为现有预测无法使用,那么他们还面临着为其所在地区制作符合其需求的气候预测的额外挑战。我们提出了一种具有新颖特征的方法来解决 "实践者的困境",为特定应用生成缩小尺度的气候预测。我们以得克萨斯州中南部的爱德华兹含水层地区(EAR)为例,演示了从 CMIP5 和 CMIP6 模型集合中选择全球气候模型子集的过程,然后进行降尺度处理,并根据历史数据验证降尺度数据的准确性。结果显示,到本世纪末,平均降水量的变化范围从减少 10.4 毫米到增加 25.6 毫米不等,平均气温从 2.0°C 上升到 4.3°C,气温超过 37.8°C(100°F)的天数每年增加 35-70 天。这些研究结果加深了我们对气候变化对东亚地区潜在影响的了解,对制定有效的地区管理战略至关重要。此外,研究结果还提供了宝贵的基于情景的预测数据,可用于地下水和泉水流量建模,并为解决 EAR 的 "实践者困境 "提供了一个记录清晰的实例。
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来源期刊
Earths Future
Earths Future ENVIRONMENTAL SCIENCESGEOSCIENCES, MULTIDI-GEOSCIENCES, MULTIDISCIPLINARY
CiteScore
11.00
自引率
7.30%
发文量
260
审稿时长
16 weeks
期刊介绍: Earth’s Future: A transdisciplinary open access journal, Earth’s Future focuses on the state of the Earth and the prediction of the planet’s future. By publishing peer-reviewed articles as well as editorials, essays, reviews, and commentaries, this journal will be the preeminent scholarly resource on the Anthropocene. It will also help assess the risks and opportunities associated with environmental changes and challenges.
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