水文气候趋势和溪流对近期气候变化的响应:离散小波变换和水文模型在美国新泽西州帕塞伊克河流域的应用

IF 3.1 Q2 WATER RESOURCES Hydrology Pub Date : 2024-03-25 DOI:10.3390/hydrology11040043
Felix Oteng Mensah, Clement Aga Alo, D. Ophori
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引用次数: 0

摘要

当前气候危机的紧迫性要求采用更全面的方法来应对特定地点的气候影响。在帕塞伊克河流域(PRB),已经开展了两项研究--水文气候趋势检测和水文建模,旨在揭示流域的水文气候模式以及水文对近期气候变化的响应。在小波变换工具的一个相当新颖的应用中,我们放弃了常用的曼-肯德尔(MK)趋势检验,以识别固有噪声水文气候数据中隐藏的单调趋势。通过这种方法,直接在原始数据上使用 MK 趋势检验不再对趋势检验结果的可靠性构成挑战,因为原始数据的检验结果几乎总是模棱两可,而且对降水数据等而言,在统计上并不重要。我们的研究结果表明,珠江河谷地区的气温和降水量呈上升趋势,而河水流量则呈下降趋势。根据水文模型的结果,与降水相比,溪流对实际蒸散量(ET)更为敏感。在水量充足的数十年间,能量控制着实际蒸散率,从而使溪流对降水量的增加更为敏感。相反,在气象压力较大的几十年中,水供应量决定了实际蒸散量,从而放大了溪流对实际蒸散量波动的敏感性。我们发现,基线条件的选择是溪流对降水和蒸散量变化敏感性不确定性的一个重要来源,在任何气候影响评估中都应常规考虑。
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Hydroclimatic Trends and Streamflow Response to Recent Climate Change: An Application of Discrete Wavelet Transform and Hydrological Modeling in the Passaic River Basin, New Jersey, USA
The exigency of the current climate crisis demands a more comprehensive approach to addressing location-specific climate impacts. In the Passaic River Basin (PRB), two bodies of research—hydroclimatic trend detection and hydrological modeling—have been conducted with the aim of revealing the basin’s hydroclimate patterns as well as the hydrologic response to recent climate change. In a rather novel application of the wavelet transform tool, we sidelined the frequently used Mann–Kendal (MK) trend test, to identify the hidden monotonic trends in the inherently noisy hydroclimatic data. By this approach, the use of MK trend test directly on the raw data, whose results are almost always ambiguous and statistically insignificant in respect of precipitation data, for instance, no longer poses a challenge to the reliability of trend results. Our results showed that, whereas trends in temperature and precipitation are increasing in the PRB, streamflow trends are decreasing. Based on results from the hydrological modeling, streamflow is more sensitive to actual evapotranspiration (ET) than it is to precipitation. In periods spanning decades with sufficient water availability, energy governs actual evapotranspiration rates, rendering streamflow more sensitive to increases in precipitation. Conversely, during meteorologically stressed decades, water availability dictates actual evapotranspiration, consequently amplifying streamflow sensitivity to fluctuations in actual evapotranspiration. We found that the choice of baseline condition constitutes an important source of uncertainty in the sensitivities of streamflow to precipitation and evapotranspiration changes and should routinely be considered in any climate impact assessment.
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来源期刊
Hydrology
Hydrology Earth and Planetary Sciences-Earth-Surface Processes
CiteScore
4.90
自引率
21.90%
发文量
192
审稿时长
6 weeks
期刊介绍: Journal of Hydrology publishes original research papers and comprehensive reviews in all the subfields of the hydrological sciences, including water based management and policy issues that impact on economics and society. These comprise, but are not limited to the physical, chemical, biogeochemical, stochastic and systems aspects of surface and groundwater hydrology, hydrometeorology, hydrogeology and hydrogeophysics. Relevant topics incorporating the insights and methodologies of disciplines such as climatology, water resource systems, ecohydrology, geomorphology, soil science, instrumentation and remote sensing, data and information sciences, civil and environmental engineering are within scope. Social science perspectives on hydrological problems such as resource and ecological economics, sociology, psychology and behavioural science, management and policy analysis are also invited. Multi-and interdisciplinary analyses of hydrological problems are within scope. The science published in the Journal of Hydrology is relevant to catchment scales rather than exclusively to a local scale or site. Studies focused on urban hydrological issues are included.
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