Assessing the impacts of El Niño events on the Ecuadorian territory: a computational analysis of climatologies, anomalies, and deprivation index.

Author:

Paredes A J,Cruz G L,Chimborazo O V

Abstract

Abstract This study conducts a comprehensive computational analysis to assess the climatological and socio-economic impacts of El Niño events on Ecuador, employing a detailed examination of climatologies, anomalies, and deprivation indices from 1980 to 2023. We identify significant climatic shifts and implications on regional vulnerabilities by utilizing the Essential Climate Variables dataset, alongside the Oceanic Niño Index (ONI) and the Niño 1+2 index for sea surface temperature anomalies. Additionally, the Global Gridded Relative Deprivation Index (GRDI) is integrated to evaluate socio-economic impacts, highlighting areas of heightened deprivation. Notably, regions such as Chimborazo, Cotopaxi, Azuay, Tungurahua, and Bolívar emerge as significantly vulnerable, with pronounced susceptibility to temperature changes and precipitation anomalies. Several statistical methods, including Pearson Correlation, Spearman Rank Correlation, and Kendall’s Tau are employed to establish robust causal relationships between El Niño indices and climatic anomalies. The application of Convergent Cross Mapping (CCM) provides deeper insights, particularly demonstrating causality from ONI to air temperature anomalies and from the Niño 1+2 index to precipitation anomalies. The findings of this study may suggest targeted strategies for local adaptation and resilience, contributing to a broader understanding of global climate variability.

Publisher

IOP Publishing

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3