气候变化及其对火山活动的安第斯河流域水流的影响

IF 2.7 4区 环境科学与生态学 Q2 WATER RESOURCES
Hernán D. Salas, Carolina Florian, Alejandro Builes-Jaramillo, Juliana Valencia, Darwin Mena, Juan Camilo Parra, Juan Carlos Valdes
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引用次数: 0

摘要

摘要采用广义流域负荷函数(GWLF)模型对Gualí河流域的水流进行模拟。使用偏差百分比(PBIAS)、纳什-苏特克利夫效率(NSE)、rmse观测标准差比(RSR)和克林-古普塔效率(KGE)等指标评估模型的性能,以表明良好的性能。此外,我们利用耦合模式比对项目第6阶段(CMIP6)的几个全球气候模式和三个共享的社会经济路径(SSP1-2.6、SSP2-4.5和SSP5-8.5)分析了降水和流量的预估。尽管存在不确定性和粗糙分辨率,但我们的结果表明,在SSP5-8.5情景下,2015 - 2099年平均流量增加,预估降水和流量呈显著减少趋势。此外,我们的研究结果表明,长期中流量和低流量的增加。此外,本工作通过整合来自gcm的数据,同时提出关注和警告,为小型热带河流流域的水文建模提供了方法框架。该研究为气候变化对安第斯河流域的潜在影响提供了有价值的见解,该盆地以火山活动和重大人类影响为特征。本文所报告的研究结果为流域内七个城镇的社会、环境和生产部门今后的供水决策提供了有用的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Climate change and its effects on the streamflow of an Andean river basin with volcanic activity
Abstract We use a generalized watershed loading function (GWLF) model to simulate streamflow in the Gualí River Basin. The model's performance is assessed using metrics such as Percentage of Bias (PBIAS), Nash–Sutcliffe Efficiency (NSE), RMSE–observations Standard deviation Ratio (RSR), and Kling–Gupta Efficiency (KGE) to indicate good performance. Furthermore, we analyze projections of precipitation and streamflow using several global climate models from the Coupled Model Intercomparison Project Phase 6 (CMIP6) and three shared socioeconomic pathways (SSP1-2.6, SSP2-4.5, and SSP5-8.5). Despite the uncertainties and coarse resolution, our results show that increases in the mean streamflow and significantly decreasing trends in projected precipitation and streamflow are observed from 2015 to 2099 under the SSP5-8.5 scenario. Furthermore, our findings suggest an increase in long-term mid-flow and low-flow. Moreover, this work provides a methodological framework for hydrological modeling in small tropical river basins, by incorporating data from GCMs while raising concerns and caveats. This study offers valuable insights into the potential effects of climate change on streamflow in an Andean river basin characterized by volcanic activity and significant human impacts. The findings reported here provide useful information for future decisions related to water supply for the social, environmental, and productive sectors in the seven towns within the catchment.
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来源期刊
CiteScore
4.80
自引率
10.70%
发文量
168
审稿时长
>12 weeks
期刊介绍: Journal of Water and Climate Change publishes refereed research and practitioner papers on all aspects of water science, technology, management and innovation in response to climate change, with emphasis on reduction of energy usage.
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