Arid
DOI10.3390/w15040711
Coupled Model for Assessing the Present and Future Watershed Vulnerabilities to Climate Change Impacts
Martinez, Adrian; Herrera, Manuel; de la Cruz, Jesus Lopez; Orozco, Ismael
通讯作者Orozco, I
来源期刊WATER
EISSN2073-4441
出版年2023
卷号15期号:4
英文摘要There is great uncertainty about the future effects of climate change on the global economic, social, environmental, and water sectors. This paper focuses on watershed vulnerabilities to climate change by coupling a distributed hydrological model with artificial neural networks and spatially distributed indicators for the use of a predictive model of such vulnerability. The analyses are complemented by a Monte Carlo evaluation of the uncertainty associated with the projections of the global circulation models, including how such uncertainty impacts the vulnerability forecast. To test the proposal, the paper uses current and future vulnerabilities of the Turbio River watershed, located in the semi-arid zone of Guanajuato (Mexico). The results show that nearly 50% of the watershed currently has medium and high vulnerabilities, and only the natural areas in the watershed show low vulnerabilities. In the future, an increase from medium to high vulnerability is expected to occur in urban and agricultural areas of the basin, with an associated uncertainty of +/- 15 mm in the projected precipitation.
英文关键词vulnerability climate change watersheds uncertainty Monte Carlo simulation
类型Article
语种英语
开放获取类型Green Published, gold
收录类别SCI-E
WOS记录号WOS:000941996600001
WOS关键词ARTIFICIAL NEURAL-NETWORKS ; ENVIRONMENTAL VULNERABILITY ; UNCERTAINTY ANALYSIS ; DOWNSCALING METHODS ; URBANIZATION ; PROJECTIONS ; CALIBRATION ; DYNAMICS ; SURFACE ; REGION
WOS类目Environmental Sciences ; Water Resources
WOS研究方向Environmental Sciences & Ecology ; Water Resources
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/398989
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GB/T 7714
Martinez, Adrian,Herrera, Manuel,de la Cruz, Jesus Lopez,et al. Coupled Model for Assessing the Present and Future Watershed Vulnerabilities to Climate Change Impacts[J],2023,15(4).
APA Martinez, Adrian,Herrera, Manuel,de la Cruz, Jesus Lopez,&Orozco, Ismael.(2023).Coupled Model for Assessing the Present and Future Watershed Vulnerabilities to Climate Change Impacts.WATER,15(4).
MLA Martinez, Adrian,et al."Coupled Model for Assessing the Present and Future Watershed Vulnerabilities to Climate Change Impacts".WATER 15.4(2023).
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