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Unravelling groundwater budget in the Poyang floodplain system under intensifying seasonal lake inundation 季节性湖泊淹没加剧条件下鄱阳湖洪泛平原系统地下水预算解读
IF 4.7 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-06-18 DOI: 10.1016/j.ejrh.2024.101866
Wenyu Jiang , Bo Liu , Yunliang Li , Wei Li , Jing Chen , Yueping Deng , Chengpeng Lu , Longcang Shu

Study region

Poyang Lake Plain at the south bank of the middle Yangtze River

Study focus

The dynamics of the groundwater budget, prominently driven by the surface water-groundwater interaction, present significant challenges for water resources and the eco-environment in extensive river-lake-floodplain systems. This research utilizes a groundwater flow model through the application of the MODFLOW-NWT numerical simulator, aiming to explore the patterns of exchange between surface water and groundwater due to intensive seasonal lake inundation, and its consequential impact on the annual and seasonal groundwater storage within the vast Poyang Lake floodplain, China.

New hydrological insights for the region

Simulation results indicate that the change in groundwater storage during the dry year (i.e., –24.96×107 m3/yr in 2022) has decreased by 186.35×107 m3 compared to the wet year (i.e., 161.38×107 m3/yr in 2020). The contribution of surface water infiltration is approximately 45 % of the regional groundwater budget during wet seasons, and groundwater discharge into surface waterbodies accounts for over 60 % of the groundwater budget during dry seasons. The lake infiltration during wet years is approximately 3 times that in dry years, and the flow of infiltrated lake water into plain aquifers is approximately 5 times that in dry years. The present study contributes significant knowledge regarding the impact of intensifying seasonal inundation on variations in regional groundwater budget in large lake-aquifer system.

研究区域长江中游南岸的鄱阳湖平原研究重点地表水-地下水相互作用驱动的地下水收支动态对广阔的河湖-洪泛平原系统的水资源和生态环境提出了重大挑战。本研究利用 MODFLOW-NWT 数值模拟器建立了一个地下水流模型,旨在探索在中国广阔的鄱阳湖冲积平原上,由于密集的季节性湖泊淹没导致的地表水与地下水之间的交换模式,及其对地下水年储量和季节储量的影响、模拟结果表明,与丰水年(即 2020 年的 161.38×107 m3/年)相比,枯水年的地下水储量变化(即 2022 年的 -24.96×107 m3/年)减少了 186.35×107 m3。在雨季,地表水入渗量约占区域地下水预算的 45%,而在旱季,地下水排入地表水体的量占地下水预算的 60%以上。湿润年份的湖水入渗量约为干旱年份的 3 倍,入渗湖水流入平原含水层的流量约为干旱年份的 5 倍。本研究有助于了解季节性淹没加剧对大型湖泊-含水层系统区域地下水预算变化的影响。
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引用次数: 0
A multi-method approach for assessing groundwater vulnerability of shallow aquifers in the Marchfeld region (Austria) 采用多种方法评估马奇费尔德地区(奥地利)浅层含水层的地下水脆弱性
IF 4.7 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-06-18 DOI: 10.1016/j.ejrh.2024.101865
Francesco Fusco , Vincenzo Allocca , Marialaura Bancheri , Angelo Basile , Domenico Calcaterra , Antonio Coppola , Martin Neuwirth , Àngela Puig-Sirera , Fabio Terribile , Pantaleone De Vita

Study region

Marchfeld region (Austria)

Study focus

A multi-method and multi-scale assessment of the intrinsic groundwater vulnerability to generic pollutants was carried out. At the regional scale, a parametric method, to assess the intrinsic groundwater vulnerability, and a transfer function model, to assess the travel time of a generic and non-reactive pollutant through the unsaturated zone, were applied. At the site-specific scale, the travel time of the peak concentration was evaluated by using a physically-based hydrological model. The comparison of results of different approaches allowed mutual validation and advanced the knowledge about the assessment of groundwater vulnerability.

New hydrogeological insights for the region

To assess the groundwater vulnerability, a detailed hydrogeological map of the study area was reconstructed. A large variability of hydrogeological, morphological and anthropic conditions was recognized. Alluvial aquifers formed by high-permeability deposits hosting shallow groundwater circulation are characterized by the highest groundwater vulnerability. Contrarily, lower groundwater vulnerability was recognized for aquifers formed by low-permeability deposits, favoring a reduction of infiltration processes and a major attenuation of pollutants’ potential effects. The presented multi-method approach revealed how comparing the results of a DRASTIC-like method and two process-based models can deliver hints regarding their suitability, different spatial densities and quality of required inputs, and effectiveness. Finally, the potential strong impact of some agricultural practices was confirmed.

研究地区马歇尔菲尔德地区(奥地利)研究重点对地下水易受一般污染物影响的内在脆弱性进行了多方法和多尺度评估。在区域范围内,采用参数法评估地下水的内在脆弱性,并采用传递函数模型评估一般非反应性污染物通过非饱和带的时间。在具体地点范围内,使用基于物理的水文模型评估了峰值浓度的传播时间。通过对不同方法的结果进行比较,可以相互验证,并增进了对地下水脆弱性评估的了解。 对该地区水文地质的新认识 为评估地下水脆弱性,重建了研究区域的详细水文地质图。研究发现,水文地质、形态和人类活动条件存在很大差异。由浅层地下水循环的高渗透性沉积物形成的冲积含水层具有最高的地下水脆弱性。相反,由低渗透性沉积物形成的含水层的地下水脆弱性较低,这有利于减少渗透过程和大大减弱污染物的潜在影响。所介绍的多种方法揭示了如何通过比较类似 DRASTIC 的方法和两种基于过程的模型的结果来提示它们的适用性、所需输入的不同空间密度和质量以及有效性。最后,一些农业实践的潜在强大影响得到了证实。
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引用次数: 0
Component separation and origin estimation of mining-influenced water based on fluoride ions and water isotopes in underground legacy mine, Central Japan 根据日本中部地下遗留矿井中的氟离子和水同位素对受采矿影响的水进行成分分离和来源估算
IF 4.7 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-06-17 DOI: 10.1016/j.ejrh.2024.101856
Shinji Matsumoto , Taiki Katayama , Tetsuo Yasutaka , Shingo Tomiyama , Saburou Yamagata

Study region

A legacy underground tungsten mine in a mountainous area, central Japan.

Study focus

We analyzed mining-influenced water (MIW) from mine voids and surface water from rivers to determine the dissolved ion concentrations and water isotopes (δ18O and δ2H). The results were interpreted using principal components and cluster analyses, as well as Eh-pH (Pourbaix) diagram. By integrating the obtained analytical results with mine-related data, we conducted component separation of MIW and estimation of their origins.

New hydrological insights for the region

The MIW and part of surface water were characterized by the SO42− and F generated via the dissolution of sulfide minerals and fluorite (CaF2) from the ore deposit. MIW components were successfully separated using these indicators and water isotopes. The results of component separation indicated that the MIW consisted of two components, namely infiltrating water that rapidly passes through upper mine voids to reach the mine void at ground level, and groundwater that undergoes some degree of residence time before flowing into the ground level void from shaft I.

研究地区 日本中部山区的一个遗留地下钨矿。研究重点 我们分析了来自矿井空隙的采矿影响水(MIW)和来自河流的地表水,以确定溶解离子浓度和水同位素(δ18O 和 δ2H)。利用主成分和聚类分析以及 Eh-pH(Pourbaix)图对结果进行了解释。通过将所获得的分析结果与矿山相关数据相结合,我们对工业废水进行了成分分离,并对其来源进行了估算。该地区新的水文见解工业废水和部分地表水的特征是矿床中硫化物矿物和萤石(CaF2)溶解产生的 SO42- 和 F-。利用这些指标和水同位素成功地分离了工业废水成分。成分分离结果表明,矿井水由两部分组成,即快速通过矿井上部空隙到达地面矿井空隙的渗透水,以及在从一号竖井流入地面空隙之前经过一定时间停留的地下水。
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引用次数: 0
Short lead time standard precipitation index forecasting: Extreme learning machine and variational mode decomposition 短时标准降水指数预报:极端学习机和变分模式分解
IF 4.7 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-06-14 DOI: 10.1016/j.ejrh.2024.101861
Sabrina Ladouali , Okan Mert Katipoğlu , Mehdi Bahrami , Veysi Kartal , Bachir Sakaa , Nehal Elshaboury , Mehdi Keblouti , Hicham Chaffai , Salem Ali , Chaitanya B. Pande , Ahmed Elbeltagi

Study region: Six regions in Algeria have been selected as follows: Ain Elhadjel, Msaad, Boussaada, Elkantara, M’sila and M’doukel.

Study focus: This study focused on creating a novel hybrid VMD-ELM approach, established by combining the Variational Mode Decomposition (VMD) technique and the Extreme Learning Machine (ELM) algorithm as a preprocessing technique for predicting future droughts. The first 6 and 12-month SPI values 1, 2, and 3-month lead time values were estimated with the ELM algorithm. After that, meteorological variables and Standard Precipitation Index (SPI) values, divided into subcomponents with VMD, are presented to the ELM model, and a drought forecasting model is developed. Model performances were evaluated according to various visual and statistical criteria.

New hydrological insights for the region: Soft computing techniques have become the preferred method for producing predictions due to their ability to minimize development time, require minimal input, and offer a relatively less complex approach when compared to dynamic or physical models. As a result of the analysis, it has been determined that the highest prediction accuracies are generally obtained in VMD-ELM models and SPI predictions with a 1-month lead time. The study outputs give important ideas to mite donors regarding water resource planning and climate change adaptation strategies in the study area and can be applied to other arid and semi-arid environments.

研究地区:在阿尔及利亚选择了以下六个地区:Ain Elhadjel、Msaad、Boussaada、Elkantara、M'sila 和 M'doukel:这项研究的重点是创建一种新颖的变异模式分解(VMD)和极限学习机(ELM)混合方法,将变异模式分解(VMD)技术和极限学习机(ELM)算法结合起来,作为预测未来干旱的预处理技术。利用 ELM 算法估算了第一个 6 个月和 12 个月的 SPI 值 1、2 和 3 个月的提前期值。然后,将气象变量和标准降水指数 (SPI) 值用 VMD 分解成子组件,并将其提交给 ELM 模型,从而建立了干旱预报模型。根据各种视觉和统计标准对模型性能进行了评估:由于软计算技术能够最大限度地缩短开发时间,只需最少的输入,而且与动态或物理模型相比,其复杂性相对较低,因此已成为进行预测的首选方法。分析结果表明,VMD-ELM 模型和 SPI 预测通常能在 1 个月的准备时间内获得最高的预测精度。研究成果为研究地区的水资源规划和气候变化适应战略提供了重要思路,并可应用于其他干旱和半干旱环境。
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引用次数: 0
Substantial reduction in sediment yield after check dams in the Daliang Mountain region, Southwest China: Insights from sediment fingerprinting in a debris flow-prone catchment 中国西南大凉山地区拦河坝建成后泥沙产量大幅减少:从泥石流易发流域的沉积物指纹图谱中获得的启示
IF 4.7 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-06-12 DOI: 10.1016/j.ejrh.2024.101848
Han Wu , Donghong Xiong , Xinbao Zhang , Baojun Zhang , Haiyan He , Youzhi Pang , Feng Zhao , Zhuang Li , Wei Peng , Xinyu Wen , Xiaodan Wang , Wei Deng

Study region

The Daliang Mountain region, characterized by its widespread debris flow-pone catchments, is the primary sediment source area for the upper reaches of the Yangtze River, and has experienced intensive human activity over the past half-century.

Study focus

Here, we combined lake deposits with sediment source areas to quantify the sediment source and corresponding sediment yield (SY) in response to recent human impacts in a typical debris flow-prone catchment located in the Daliang Mountain region, Southwest China. The fingerprinting techniques, incorporating geochemical elements and their specific ratios, were used to characterize the sediment provenances and corresponding SY.

New hydrological insight for the region

The results indicated that gully erosion was the major sediment provenance (90.10 %) in the catchment, followed by cultivated land (6.76 %) and forested land (3.14 %) for the studied period. The temporal variations of SY showed two distinctive erosional stages in response to different human activities over the past 70 years, namely 1950−2004 and 2004−2020. Greater SY values, dominated by gully erosion, occurred from 1950 to 2004, implying that both critical national activities and revegetation projects have limited effects on surface sediment generation. In contrast, gully activity and resulting SY have sharply decreased since 2004 following the implementation of check dams. These comparisons indicate a central role of the check dam in reducing gully activity. The findings have important implications for policymakers to optimize the spatial layout of future soil conservation strategies in the region.

研究区域大凉山地区是长江上游的主要泥沙来源区,在过去的半个世纪中经历了密集的人类活动。研究重点在此,我们将湖泊沉积与泥沙来源区相结合,对位于中国西南部大凉山地区的典型泥石流易发集水区的泥沙来源及相应的泥沙产量(SY)进行了量化,以反映近期人类活动的影响。结果表明,在研究期间,沟谷侵蚀是该流域的主要泥沙来源(90.10%),其次是耕地(6.76%)和林地(3.14%)。在过去 70 年中,SY 的时间变化显示出两个不同的侵蚀阶段,即 1950-2004 年和 2004-2020 年,这两个阶段与不同的人类活动相呼应。1950 年至 2004 年期间,SY 值较大,以沟壑侵蚀为主,这意味着国家重大活动和植被重建项目对地表沉积物生成的影响有限。相比之下,自 2004 年实施拦水坝以来,沟壑活动和由此产生的 SY 值急剧下降。这些比较表明,拦水坝在减少沟壑活动方面发挥了核心作用。这些发现对决策者优化该地区未来土壤保护战略的空间布局具有重要意义。
{"title":"Substantial reduction in sediment yield after check dams in the Daliang Mountain region, Southwest China: Insights from sediment fingerprinting in a debris flow-prone catchment","authors":"Han Wu ,&nbsp;Donghong Xiong ,&nbsp;Xinbao Zhang ,&nbsp;Baojun Zhang ,&nbsp;Haiyan He ,&nbsp;Youzhi Pang ,&nbsp;Feng Zhao ,&nbsp;Zhuang Li ,&nbsp;Wei Peng ,&nbsp;Xinyu Wen ,&nbsp;Xiaodan Wang ,&nbsp;Wei Deng","doi":"10.1016/j.ejrh.2024.101848","DOIUrl":"https://doi.org/10.1016/j.ejrh.2024.101848","url":null,"abstract":"<div><h3>Study region</h3><p>The Daliang Mountain region, characterized by its widespread debris flow-pone catchments, is the primary sediment source area for the upper reaches of the Yangtze River, and has experienced intensive human activity over the past half-century.</p></div><div><h3>Study focus</h3><p>Here, we combined lake deposits with sediment source areas to quantify the sediment source and corresponding sediment yield (<em>SY</em>) in response to recent human impacts in a typical debris flow-prone catchment located in the Daliang Mountain region, Southwest China. The fingerprinting techniques, incorporating geochemical elements and their specific ratios, were used to characterize the sediment provenances and corresponding <em>SY</em>.</p></div><div><h3>New hydrological insight for the region</h3><p>The results indicated that gully erosion was the major sediment provenance (90.10 %) in the catchment, followed by cultivated land (6.76 %) and forested land (3.14 %) for the studied period. The temporal variations of <em>SY</em> showed two distinctive erosional stages in response to different human activities over the past 70 years, namely 1950−2004 and 2004−2020. Greater <em>SY</em> values, dominated by gully erosion, occurred from 1950 to 2004, implying that both critical national activities and revegetation projects have limited effects on surface sediment generation. In contrast, gully activity and resulting <em>SY</em> have sharply decreased since 2004 following the implementation of check dams. These comparisons indicate a central role of the check dam in reducing gully activity. The findings have important implications for policymakers to optimize the spatial layout of future soil conservation strategies in the region.</p></div>","PeriodicalId":48620,"journal":{"name":"Journal of Hydrology-Regional Studies","volume":null,"pages":null},"PeriodicalIF":4.7,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2214581824001964/pdfft?md5=fc5bbba52c9f3e229c82b1406056acfe&pid=1-s2.0-S2214581824001964-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141314638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Water use scenarios versus climate change: Investigating future water management of the French part of the Moselle 用水方案与气候变化:摩泽尔河法国段未来水资源管理调查
IF 4.7 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-06-12 DOI: 10.1016/j.ejrh.2024.101855
Thibault Lemaitre-Basset , Guillaume Thirel , Ludovic Oudin , David Dorchies

Study region: French part of the Moselle catchment

Study focus: By relying on hydrological simulations forced by climate change scenarios, stakeholders can assess the magnitude of future changes in the rainfall–runoff relationship. The inclusion of human influences in water resources modelling in a non-stationary context is a way to improve the accuracy and usefulness of climate change impact studies. Here, we propose a modelling approach that explicitly considers water uses to evaluate adaptation measures for water management at the French Moselle catchment scale.

New hydrological insights for the region: The results highlight the decrease in future low flows but also the change in the balance between demand and supply. Over the Moselle catchment, whatever the water use scenario considered, climate change induces lower water availability both for environmental flows and for human uses. This leads to a potential increase in the duration of water restriction of up to 8 weeks for RCP 8.5 in the long term (2070–2099) compared to 1976–2005. This study could provide water managers with more appropriate climate impact results and potentially help them to design adequate adaptation measures.

研究区域:摩泽尔集水区的法国部分研究重点:依靠气候变化情景下的水文模拟,利益相关者可以评估降雨-径流关系未来变化的幅度。将人类影响纳入非稳态背景下的水资源模拟是提高气候变化影响研究的准确性和实用性的一种方法。在此,我们提出了一种明确考虑用水的建模方法,以评估法国摩泽尔流域规模的水资源管理适应措施:结果表明,未来的低流量会减少,但供需平衡也会发生变化。在摩泽尔集水区,无论考虑何种用水情景,气候变化都会导致环境流量和人类用水量的减少。因此,与 1976-2005 年相比,在 RCP 8.5 条件下,长期(2070-2099 年)的限水时间可能会增加 8 周。这项研究可以为水资源管理者提供更适当的气候影响结果,并有可能帮助他们设计适当的适应措施。
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引用次数: 0
Evaluating the hydrological regime alteration under extreme climate scenarios in Southeast China 评估极端气候情景下中国东南部水文系统的变化
IF 4.7 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-06-11 DOI: 10.1016/j.ejrh.2024.101860
Zi-Mei Yang , Ying Chen , Xing-Wei Chen , Lu Gao , Hai-Jun Deng , Mei-Bing Liu

Study region

The Shanmei Reservoir Watershed (SRW), Southeast China.

Study focus

This study investigated the climate and hydrological regimes alterations in a subtropical coastal watershed (SRW) during the 21st century in extreme scenarios. The extreme scenarios, i.e., warm-wet and cold-dry climates, were constructed using 18 global climate models (GCMs) from CMIP6 under shared socioeconomic pathways (SSP1–2.6, SSP2–4.5, SSP3–7.0 and SSP5–8.5). The Soil and Water Assessment Tool (SWAT) model and Indicators of Hydrologic Alteration (IHA) were applied to quantify the impacts of climate change on the eco-hydrological regimes during the projected period (2041–2100) compared to the base period (1980–2014).

New hydrological insights for the region

The results show that the average temperature rises by 0.6–3.8 ℃, and the average annual precipitation changes by −21.4 % - 32.4 % by the end of the 21st century under extreme scenarios. Contrasting hydrological regimes are expected in the SRW under extreme scenarios. Under the extreme warm-wet scenarios, the monthly runoff is lower during spring and higher during summer, the minimum flows are significantly higher, and the maximum and minimum flows occurs earlier. Water resource utilization and ecosystem health are expected to improve. However, the opposite holds true in the cold-dry scenarios. The hydrologic regime alteration under future extreme climate scenarios can guide local water planning and ecological restoration strategies.

研究重点 本研究调查了 21 世纪极端情景下亚热带沿海流域(SRW)的气候和水文变化。在共同的社会经济路径(SSP1-2.6、SSP2-4.5、SSP3-7.0 和 SSP5-8.5)下,利用 CMIP6 的 18 个全球气候模型(GCMs)构建了极端情景,即暖湿气候和冷干气候。结果表明,在极端情景下,到 21 世纪末,平均气温将上升 0.6-3.8 ℃,年平均降水量将变化-21.4%-32.4%。在极端情景下,预计 SRW 地区将出现截然不同的水文机制。在极端暖湿情景下,春季月径流量减少,夏季月径流量增加,最小流量显著增加,最大和最小流量出现的时间提前。水资源利用率和生态系统健康有望得到改善。然而,在寒冷干旱情景下,情况恰恰相反。未来极端气候情景下的水文系统变化可指导当地的水资源规划和生态恢复战略。
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引用次数: 0
The dual role of meltwater in buffering river runoff in the Yarlung Zangbo Basin, Tibetan Plateau 青藏高原雅鲁藏布江盆地融水在缓冲河流径流中的双重作用
IF 4.7 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-06-08 DOI: 10.1016/j.ejrh.2024.101857
Yuqing Feng , Ke Jiang , Xingxing Kuang , Yingying Yao , Sihai Liang , Kaining Yu , Junguo Liu , Chunmiao Zheng

Study region

The Yarlung Zangbo Basin (YZB) on the Tibetan Plateau, the world's highest river basin, features a significant cryosphere with glaciers and seasonal snow cover crucial to its hydrology. The study focuses on the region between the Nuxia and Dexing river gauging stations, where glaciers cover 15.4 % of the area.

Study focus

The research quantifies the contributions of snow melt (SM) runoff, glacier melt (GM) runoff, rainfall runoff, and baseflow to the total runoff in the YZB. The Spatial Processes in Hydrology (SPHY) model, enhanced with a cryosphere module, was utilized, calibrated with runoff data from the Nuxia station and evapotranspiration data from 2003 to 2014.

New hydrological insights

The study found rainfall runoff to be the primary contributor to annual runoff (66.3 %), followed by snow melt runoff (19.7 %), glacier melt runoff (6.2 %), and baseflow (7.8 %). Snow melt runoff is dominant in early spring, while baseflow prevails in winter. Glacier melt runoff contributes directly to river flow (90.1 %) and replenishes groundwater (9.9 %), which then drains as baseflow. In glacier-rich areas, percolated glacier meltwater significantly recharges groundwater, underscoring its vital role in sustaining river flow in the YZB. This research enhances the understanding of hydrological processes in large alpine river basins and highlights the crucial role of glacier and snow melt in maintaining the Tibetan Plateau's water resources.

研究区域青藏高原上的雅鲁藏布江盆地(YZB)是世界上海拔最高的江河流域,冰川和季节性积雪对其水文至关重要。研究重点研究了融雪(SM)径流、冰川融化(GM)径流、降雨径流和基流对 YZB 总径流的贡献。研究发现,降雨径流是年径流的主要贡献者(66.3%),其次是融雪径流(19.7%)、冰川融化径流(6.2%)和基流(7.8%)。积雪融化径流在早春占主导地位,而基流则在冬季占主导地位。冰川融化径流直接流入河流(90.1%),并补充地下水(9.9%),然后作为基流排出。在冰川丰富的地区,渗入的冰川融水可显著补充地下水,这突出表明了冰川融水在维持雅鲁藏布江河流流量方面的重要作用。这项研究加深了人们对大型高山河流流域水文过程的了解,并强调了冰川和融雪在维持青藏高原水资源方面的关键作用。
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引用次数: 0
Impact of climate change on the Vrana Lake surface water temperature in Croatia using support vector regression 利用支持向量回归分析气候变化对克罗地亚弗拉纳湖地表水温度的影响
IF 4.7 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-06-08 DOI: 10.1016/j.ejrh.2024.101858
Željka Brkić, Ozren Larva

Study region

The case study presents Vrana Lake on Cres island in Croatia, which is the largest freshwater resource on the Mediterranean islands. It is used for the public water supply of the residents and tourists who inhabit this island during the summer months.

Study focus

Using the Support Vector Regression (SVR), the influence of future climate changes on the lake surface water temperature (LSWT) was analysed. Input data were monthly air temperatures (AT). Model training and validation were based on measured LSWT and AT in the period 1981–2022. Expected LSWTs for the period 2023–2070 under the RCP8.5 emission scenario were forecast based on climate modelling data of monthly AT for the period 1971–2070.

New hydrological insights for the region

The results showed that the applied SVR model can effectively forecast monthly LSWTs, which was confirmed by a correlation coefficient of approximately 0.99 between the measured and simulated LSWTs. Root mean square errors were lower than 1 °C. The LSWT warming trend in 2023–2070 is expected to be lower than that observed in 1981–2022, and will vary from 0.2 °C dec-1–0.3 °C dec-1. The largest increase in LSWT can be expected in spring while the increase in LSWT will be the smallest in the summer months. In approximately 50 years, the expected LSWT could be higher by an average of 1.2 °C.

研究区域该案例研究介绍了克罗地亚克雷斯岛上的弗拉纳湖,它是地中海岛屿上最大的淡水资源。研究重点使用支持向量回归(SVR)分析了未来气候变化对湖面水温(LSWT)的影响。输入数据为月气温(AT)。模型的训练和验证基于 1981-2022 年期间测得的 LSWT 和 AT。结果表明,应用 SVR 模型可以有效地预报月度 LSWT,实测 LSWT 与模拟 LSWT 之间的相关系数约为 0.99,证实了这一点。均方根误差低于 1 ℃。预计 2023-2070 年的直系亲属水温升高趋势将低于 1981-2022 年观测到的趋势,变化范围为 0.2 °C dec-1-0.3 °C dec-1。预计春季直系亲属水温上升幅度最大,而夏季直系亲属水温上升幅度最小。大约 50 年后,预计本地连续温升将平均升高 1.2 °C。
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引用次数: 0
Projecting hydrological response to climate change and urbanization using WEAP model: A case study for the main watersheds of Bicol River Basin, Philippines 利用 WEAP 模型预测气候变化和城市化的水文响应:菲律宾比科尔河流域主要流域案例研究
IF 4.7 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-06-07 DOI: 10.1016/j.ejrh.2024.101846
Ernie N. Bañares , Muhammad Shafqat Mehboob , Abdul Rahim Khan , Jennifer C. Cacal

Study region

Bicol River Basin, Philippines

Study focus

The study investigated the impact of climate change and urbanization on water resources in the Philippines. It used Water Evaluation and Planning (WEAP) software and climate forecasts from eight Global Circulation Models (GCMs) to assess the nation's water balance, focusing on two sensitive watersheds: Libmanan-Pulantuna (LPW) and Quinali (QW). The study projects water availability in these areas by creating climate-urbanization scenarios. Furthermore, our endeavor aims to provide insight into the complexities of hydrological processes within traditionally under-observed regions, serving as a blueprint for future environmental planning and sustainable water management in the Philippines and beyond.

New hydrological insights

The study's simulated streamflow matches observed data (R2: 0.70–0.85, NSE: 0.57–0.67) and indicates warming trends and variable precipitation in both watersheds. Rising water demand in domestic and industrial sectors contrasts with a decline in agriculture due to land conversion. QW faces increased water demands from urbanization, while LPW has lower unmet water demand. Low Land Decline scenarios indicate consistent water scarcity in agriculture, while High Land Decline scenarios predict a decrease by 2100. Urbanization significantly impacts future water stress more than climate change, with reduced agricultural land generally associated with lower water stress. Conversely, climate change exacerbates unmet demand issues in domestic and industrial development cases. Due to diminishing agricultural land, both watersheds are expected to transition from water-deficient to water-surplus regions by the end of the century. However, immediate action is crucial to address current water demands, particularly in the severely water-deficient Quinali Watershed.

研究地区菲律宾比科尔河流域研究重点这项研究调查了气候变化和城市化对菲律宾水资源的影响。它使用水资源评估与规划(WEAP)软件和八个全球环流模型(GCMs)的气候预测来评估菲律宾的水资源平衡,重点关注两个敏感流域:Libmanan-Pulantuna(LPW)和 Quinali(Quinali):Libmanan-Pulantuna (LPW) 和 Quinali (QW)。该研究通过创建气候-城市化情景来预测这些地区的水资源可用性。此外,我们的努力还旨在让人们深入了解传统上观测不足地区的水文过程的复杂性,为菲律宾及其他地区未来的环境规划和可持续水资源管理提供蓝图。新的水文见解该研究的模拟溪流与观测数据相吻合(R2:0.70-0.85,NSE:0.57-0.67),并显示出两个流域的变暖趋势和降水量变化。生活和工业部门对水的需求不断增加,而农业部门却因土地转换而用水减少。QW 面临着城市化带来的用水需求增加,而 LPW 未满足的用水需求较低。低土地衰退情景表明农业用水持续短缺,而高土地衰退情景则预测到 2100 年农业用水将减少。与气候变化相比,城市化对未来水资源压力的影响更大,而农业用地的减少通常会降低水资源压力。相反,气候变化则会加剧家庭和工业发展中未满足需求的问题。由于农业用地减少,预计到本世纪末,这两个流域都将从缺水地区过渡到水资源过剩地区。然而,立即采取行动解决目前的用水需求至关重要,尤其是在严重缺水的基纳里流域。
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期刊
Journal of Hydrology-Regional Studies
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