利用多种数据源对陆地蓄水动态和干旱发生率进行比较评估:埃塞俄比亚塔纳次流域

IF 2.7 4区 环境科学与生态学 Q2 WATER RESOURCES Journal of Water and Climate Change Pub Date : 2024-02-09 DOI:10.2166/wcc.2024.484
Kibru Gedam Berhanu, T. K. Lohani, Samuel Dagalo Hatiye
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引用次数: 0

摘要

由于可用数据有限,在埃塞俄比亚塔纳次流域等地区评估蓄水变化和应对干旱挑战十分困难。本研究旨在利用多种数据源评估陆地水异常和干旱发生率的动态变化。利用重力恢复与气候实验(GRACE)和全球陆地数据同化系统(GLDAS)数据集,使用加权蓄水赤字指数(WWSDI)评估长期蓄水动态和干旱发生率。WWSDI 被用来确定从严重干旱到特大干旱的干旱期。尽管从 2003 年到 2022 年,年均总蓄水异常值(TWSA)总体增加了 0.43 厘米/年,等效水高净增了 50.68 厘米,但在历史上的干旱期,陆地蓄水仍有不足,尤其是在 2005 年、2006 年和 2009 年。在调整滞后时间后,TWSA 与塔纳湖蓄水量和降水异常有很强的相关性。WWSDI 与 WSDI 的相关性较高,但与 SPI 和 SPEI 的相关性较弱。因此,在埃塞俄比亚塔纳子流域等数据匮乏地区,利用全球大气环流探测卫星和全球降水、地球表面水文和大气环流分析系统数据评估陆地蓄水量和监测干旱是很有前途的。
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Comparative evaluation of the dynamics of terrestrial water storage and drought incidences using multiple data sources: Tana sub-basin, Ethiopia
Evaluating water storage changes and addressing drought challenges in areas like the Tana sub-basin in Ethiopia is difficult due to limited data availability. The aim of this study was to evaluate the dynamics of terrestrial water anomaly and drought incidences by employing multiple data source. The Gravity Recovery and Climate Experiment (GRACE) and Global Land Data Assimilation System (GLDAS) datasets were used to assess the long-term water storage dynamics and drought incidences using the weighted water storage deficit index (WWSDI). WWSDI was used to identify drought periods, which ranged from severe to extreme drought. Despite the overall increase in average annual total water storage anomaly (TWSA) by 0.43 cm/year and a net gain of 50.68 cm equivalent water height from 2003 to 2022, there were instances of terrestrial water storage deficits, particularly in 2005, 2006, and 2009, during historical drought periods. The TWSA exhibited a strong correlation with Lake Tana water storage and precipitation anomalies after adjusting lag times. WWSDI displayed a high correlation with WSDI but a weak correlation with SPI and SPEI. Therefore, utilization of GRACE and GLDAS data is promising for evaluating terrestrial water storage and monitoring drought in data-deficient regions like the Tana sub-basin in Ethiopia.
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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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