Estimation of water storage changes in a tropical lake-floodplain system through remote sensing

IF 5 2区 地球科学 Q1 WATER RESOURCES Journal of Hydrology-Regional Studies Pub Date : 2025-02-01 Epub Date: 2025-01-09 DOI:10.1016/j.ejrh.2024.102173
Thijs de Klein , Victor Bense , Syed Mustafa
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Abstract

Study region

Lake Urema and its floodplain in Gorongosa National Park, Mozambique

Study focus

Tropical lowland lake-floodplain systems are increasingly threatened by climate change effects and other human-induced pressures. Determining the effect of these pressures on the water balance is challenging because of a lack of hydrological monitoring data, which impedes water management decisions. A collection of optical remote sensing and Synthetic Aperture Radar (SAR) scenes is used in combination with supervised classification algorithms and topographical data to derive lake volumes for the period 1984–2023, which are analyzed for trends and correlation with satellite-derived climate data.

New hydrological insights for the region

Although lake volumes show strong interannual variability, no significant historical trend is identified. A precipitation response time of approximately two months is observed, suggesting a considerable contribution of groundwater to the lake’s water balance. Minimum lake volumes found for the period 2014–2017 coincide with a prolonged period of below-average precipitation, indicating the effect of decreased groundwater recharge. Dry season lake volumes show weak correlation with cumulative precipitation in comparison to rainy season lake volumes, further indicating the importance of groundwater inflow for the dry season water balance. Results suggest that climate change effects and anthropogenic activities may have little short-term impact on the lake’s dry season volume, while altering groundwater recharge may have more significant long-term effects.
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遥感估算热带湖泊-洪泛平原系统储水量变化
研究区域莫桑比克戈龙戈萨国家公园的乌雷马湖及其洪泛区研究热带低地湖泊-洪泛区系统日益受到气候变化影响和其他人为压力的威胁。确定这些压力对水平衡的影响具有挑战性,因为缺乏水文监测数据,这阻碍了水管理决策。利用光学遥感和合成孔径雷达(SAR)场景集合,结合监督分类算法和地形数据,得出了1984-2023年的湖泊体积,并分析了其趋势及其与卫星气候数据的相关性。虽然湖泊容量表现出强烈的年际变化,但没有发现显著的历史趋势。观测到的降水响应时间约为两个月,表明地下水对湖泊水量平衡有相当大的贡献。2014-2017年期间的最小湖泊容量与较长时间的低于平均水平的降水相吻合,表明地下水补给减少的影响。与雨季相比,旱季湖泊水量与累积降水的相关性较弱,进一步说明了地下水流入对旱季水量平衡的重要性。结果表明,气候变化效应和人类活动对干旱湖水量的短期影响不大,而改变地下水补给量的长期影响可能更为显著。
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来源期刊
Journal of Hydrology-Regional Studies
Journal of Hydrology-Regional Studies Earth and Planetary Sciences-Earth and Planetary Sciences (miscellaneous)
CiteScore
6.70
自引率
8.50%
发文量
284
审稿时长
60 days
期刊介绍: Journal of Hydrology: Regional Studies publishes original research papers enhancing the science of hydrology and aiming at region-specific problems, past and future conditions, analysis, review and solutions. The journal particularly welcomes research papers that deliver new insights into region-specific hydrological processes and responses to changing conditions, as well as contributions that incorporate interdisciplinarity and translational science.
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