environmental flow

环境流动
  • 文章类型: Journal Article
    河流生态系统的生命力对流域的可持续发展至关重要,环境流动(EF)评估在生态信息学中起着举足轻重的作用。本研究深入研究了中国淮河流域(HRB)的中下游(MLR),利用1950年至2020年的水文数据。其主要目标在于选择生态水文指标,以完善HRB中EF的估算。采用主成分分析(PCA),对生态相关的水文指标(ERHIs)进行了识别和审查,以了解其水文特征。分析扩展到使用ERHIs评估不同站点的水文变化,确定MLR中合适的EF,并通过HEC-RPT描绘不同水文年中适当的年度内流量轨迹。基于多种突变测试方法,径流序列的变化点是在1991年确定的。PCA分析确定了八个ERHIs,反映蚌埠和三河扎的水文变化分别为49.79%和56.26%,分别,这表明有适度的改变。基于ERHIs,HRB的其他站表现出33%至47%的水文变化,值得注意的是,最大30d流量和流量下降率发生了实质性变化。中游最优洪水脉冲放电为4150m3/s,湿3140m3/s和2150m3/s,干燥和干燥的年份,分别。下游,潮湿的洪水脉冲流,正常和干旱年份应超过4070m3/s,3110m3/s和1980m3/s,分别。该研究为河流管理和生态环境的可持续保护做出了重要贡献。
    The vitality of river ecosystems is vital for the sustainable development of river basins, with the assessment of environmental flow (EF) playing a pivotal role in eco-informatics. This study delves into the middle and lower reaches (MLR) of the Huai River basin (HRB) in China, utilizing hydrological data spanning from 1950 to 2020. Its principal objective lies in the selection of ecohydrological indicators to refine the estimation of EF in the HRB. Employing principal component analysis (PCA), ecologically relevant hydrological indicators (ERHIs) were discerned and scrutinized for their hydrological characteristics. The analysis extended to evaluating hydrological shifts at different stations using ERHIs, determining suitable EF in the MLR, and delineating the trajectories of appropriate intra-annual flows in different hydrological years through HEC-RPT. Based on a variety of mutation test methods, the change point of runoff sequence was determined in 1991. The PCA analysis identified eight ERHIs, reflecting hydrological changes of 49.79 % and 56.26 % at Bengbu and Sanhezha, respectively, which indicate a moderate alteration. Based on ERHIs, the other stations in the HRB exhibited hydrological alterations ranging from 33 % to 47 %, notably highlighting substantial changes in maximal 30d flow and flow fall rate. The optimal flood pulse discharge in the middle reaches is 4150 m3/s, 3140 m3/s and 2150 m3/s in wet, dry and dry years, respectively. Downstream, flood pulse flow in wet, normal and dry years should exceed 4070 m3/s, 3110 m3/s and 1980 m3/s, respectively. The research contributes significantly to the management of rivers and the sustainable conservation of the ecological milieu.
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  • 文章类型: Journal Article
    环境流量(e-flow)是一个给定生态系统的需水量,可以成为河流或河口生态系统保护和恢复的流量调节目标。在这项研究中,为了提高长江口生态系统的健康水平,基于流量-生态健康指数(EHI)关系模型进行了e流量评估。水文监测数据,生物学和过去几十年的水环境被用于模型建立。对于YRE生态系统的描述,通过累积频率分布曲线和国家标准的调整,开发了EHI系统。将原始流量值预处理为比例流量值之后,采用广义加性模型和蒙特卡罗随机抽样方法建立了流-EHI关系模型。从模型计算来看,电子流量评估结果是,按比例流量值,适宜流量范围为1.05-1.35,最佳流量范围为1.15-1.25(长江大同站流量)。对于两个关键时期的流量调节,在夏季(6月至8月)或1月,YRE的合适流量需要42,630-65,545m3/s或14,675m3/s以上,分别。由于当前模型在夏季极端干旱时的局限性,设计了基于生态健康的河口e流评估的自适应管理框架。2022年。本研究的方法和框架有望为河口生态系统的可持续发展提供有价值的管理和数据支持,并为甚至在大陆或全球层面的进一步研究带来灵感。
    Environmental flow (e-flow) is the water demand of one given ecosystem, which can become the flow regulation target for protection and restoration of river or estuarine ecosystems. In this study, an e-flow assessment based on the flow-ecological health index (EHI) relation model was conducted to improve ecosystem health of the Yangtze River Estuary (YRE). Monitoring data of hydrology, biology, and water environment in the last decades were used for the model establishment. For the description of the YRE ecosystem, an EHI system was developed by cumulative frequency distribution curves and adaption of national standards. After preprocessing original flow values into proportional flow values, the generalized additive model and Monte Carlo random sampling were used for the establishment of the flow-EHI relation model. From the model calculation, the e-flow assessment results were that, in proportional flow values, the suitable flow range was 1.05-1.35, and the optimum flow range was 1.15-1.25 (flows in Yangtze River Datong Station). For flow regulation in two crucial periods, flows of 42,630-65,545 m3/s or over 14,675 m3/s are needed for the suitable flow of YRE in summer (June-August) or January, respectively. An adaptive management framework of ecological health-based estuarine e-flow assessment for YRE was contrived due to the limitation of current established model when facing the extreme drought in summer, 2022. The methodology and framework in this study are expected to provide valuable management and data support for the sustainable development of estuarine ecosystems and to bring inspiration for further studies at even continental or global levels.
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  • 文章类型: Journal Article
    使用环境流量(e-Flow)评估是一种广泛采用的方法,可促进有关河流系统中水资源的可持续管理和利用的知情决策。鲁菲吉河下游流域面临来自多个部门的各种发展压力,包括水电,采矿,农业,牲畜,钓鱼,和旅游业,需要对子集水区进行有效管理,以防止对环境造成重大影响。因此,必须全面理解集水区的属性,包括气候和非气候因素。支持使用全球环境流量计算器对斯蒂格勒峡谷的可用数据进行e-Flow批量分析,进行了范围审查,以确定鲁菲吉河下游流域的环境流量状况。研究结果表明,虽然在理解eFlow估计方面取得了进展,有限的数据和生态水文过程理解差仍然存在挑战。坦桑尼亚通常采用水文和整体方法;然而,不确定性依然存在,提出了有关决策工具与公众水资源利用之间的信任问题。气候变化影响鲁菲吉河流域的e流,各种情况下的预测表明温度升高,不同的降雨量,和湿度水平。Further,该地区已被确定为脆弱的“热点”,社区面临更大的气候压力源风险。根据流域现有和计划中的开发项目,包括水电大坝,采矿,农业,牲畜,渔业,评估鲁菲吉河下游流域的电子流量以确保资源的可持续性至关重要。建议提倡保持河流中动态的环境流动状态,考虑到鲁菲吉河流域的栖息地连通性。未来的研究方向应该是量化基流对地表流的贡献,以及鲁菲吉河下游流域的盐度动态,这会影响三角洲的生物多样性。
    The use of Environmental flow (e-Flow) assessment is a widely adopted approach to facilitate informed decision-making concerning sustainable management and utilization of water resources in river systems. The Lower Rufiji River Basin faces various developmental pressures from several sectors, including hydropower, mining, agriculture, livestock, fishing, and tourism, necessitating effective management of the sub-catchment area to prevent significant environmental impacts. Consequently, it is essential to acquire a comprehensive comprehension of the catchment\'s attributes, encompassing both climatic and non-climatic factors. Supported by e-Flow batch analysis of the available data at Stiegler\'s Gorge using the global environmental flow calculator, a scoping review was conducted to determine the status of environmental flow in the lower Rufiji River basin. The findings suggest that, while there has been progress in understanding eFlow estimation, limited data and ecohydrological processes\' poor comprehension still present challenges. Hydrological and holistic methodologies are commonly employed in Tanzania; however, uncertainties remain, raising questions concerning trust between decision-making tools and water resource utilization by the public. Climate variability influences e-Flow in the Rufiji River Basin, and the projections under various scenarios indicate an increased temperature, varying rainfall, and humidity levels. Further, the area has been identified as a vulnerable \"hotspot\" where communities face greater climate stressor risks. With the existing and planned developmental projects in the basin, including hydroelectric dams, mining, agriculture, livestock, and fisheries, it is critical to assess e-Flow in the Lower Rufiji River basin to ensure resource sustainability. Advocating for preserving a dynamic environmental flow regime in rivers is recommended, considering the Rufiji River Basin\'s habitat connectivity. The future research direction should be quantifying the contribution of base flow to the surface flow, and salinity dynamics in the Lower Rufiji River Basin, which can affect the Delta\'s biodiversity.
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  • 文章类型: Journal Article
    在应对气候变化和水文条件波动方面,最脆弱和最有活力的生态系统是红树林,特别是那些位于其纬度范围的边缘。伊朗红树林的四个主要遗址:Nayband,Qeshm,加布里克,而Govatr,位于波斯湾北部和阿曼湾已经存在于它们对极端温度的耐受极限附近,降水,和盐度。由于这些地点的极端气候条件,与靠近赤道的红树林相比,红树林通常更小,密度更低,这使它们的监测和制图工作变得复杂。尽管人们越来越关注红树林的生态效益及其在减缓气候变化方面的重要性,对这些边缘红树林仍有一些研究。因此,我们调查了红树林生态系统健康的变化是否与物理参数的变化有关,并且在河口和海侧位置之间存在差异。我们开发了一个关于NDVI值的综合数据库,相关降雨,温度,和基于原位和遥感测量的河流流量。通过了解控制干旱和半干旱地区红树林分布和生长的正常水文模式,我们质疑环境流量分配以恢复红树林生态系统健康的必要性。这给我们带来了文献中的第二个空白,以及需要进一步研究间歇性和短暂河流的环境流量评估。和其他研究过的红树林一样,森林表现出绿色的季节性,与降雨量呈正相关,与温度呈负相关。由于河口和海洋地点之间没有明显的区别,以河流形式的淡水影响,与温度不同,不能被认为是一个主要的限制因素。然而,在长期干旱期间,红树林可以从寒冷时期(11月至3月)的环境流量建议分配中受益。
    The most vulnerable and dynamic ecosystems in terms of response to climate change and fluctuations in hydrological conditions are mangroves, particularly those located on the edge of their latitudinal range limits. The four primary Iranian mangrove forest sites: Nayband, Qeshm, Gabrik, and Govatr, located in the northern part of the Persian Gulf and the Gulf of Oman already exist near the limit of their tolerance to extreme temperature, precipitation, and salinity. Due to extreme climate conditions at these locations, the mangrove trees are usually smaller and less dense as compared with mangroves closer to the equator complicating their monitoring and mapping efforts. Despite the growing attention to the ecological benefits of mangrove forests and their importance in climate change mitigation, there are still a few studies on these marginal mangroves. Therefore, we investigated whether the variation in mangrove ecosystem health is related to the changes in physical parameters and differs between estuarine and sea-side locations. We developed a comprehensive database on NDVI values, associated rainfall, temperature, and river flow based on in-situ and remote sensing measurements. By understanding the normal hydrologic patterns that control the distribution and growth of mangroves in arid and semi-arid regions, we are questioning the need for environmental flow allocation to restore mangrove ecosystem health. This brings us to the second gap in the literature and the need for further studies on Environmental Flow assessment for intermittent and ephemeral rivers. Alike other mangroves studied, forests showed greenness seasonality, positively correlated with rainfall, and negatively correlated with temperature. As there was no clear difference between estuarine and marine sites, freshwater influence in the form of river flow, unlike temperature, cannot be considered a major limiting factor. Nevertheless, during prolonged droughts mangroves could benefit from the recommended allocation of Environmental Flow during the cold period (November-March).
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  • 文章类型: Journal Article
    从河流中取水是农业的关键资源,工业,和发电。然而,为了维持河流生态系统,退出不应超过一定的门槛,通常要求在河里留下一定量的水,通过环境流量评估(EFA)程序进行评估。尽管这项任务至关重要,很少或没有国际标准来评估EF的最小值。相反,提供了一般准则,带有很大的主观性。这里,专注于昆比河的案例研究,在苏门答腊,印度尼西亚,我们将多标准方法应用于全民教育程序,在先前的研究中测试用水文方法评估的EF值,专注于相关的目标物种,即鱼TorSoro.基于二维水力模型,我们探索了6个指标,涵盖了一些最重要的标准,以确保鱼类动物的福利。指标二,称重可用体积,稍微修改了众所周知的方法PHABSIM。指标三.IIIII确保目标物种福利所需的目标水深,而标准IIV-VI目标流速,和沉淀物去除。使用此处显示的多个指标,尽管仍然是主观的,可以提供更一致的EF值,甚至从几个标准给出的流量要求的差异来看。在这里我们发现IV(流速)下的最大估计EF,是II的流量估计值的两倍多。但总的来说,根据水文标准进行的初始EF估算似乎与拟议的标准相反。我们的研究是涵盖印度尼西亚EF的少数研究之一,也是唯一一个关于昆比河的,我们的结果令人感兴趣,也作为该地区其他全民教育研究的基准。
    Water withdrawal from rivers is a key resource for agriculture, industry, and power generation. However, in order to maintain riverine ecosystem, withdrawal should not exceed certain thresholds, and normally a requirement is made that a certain amount of water be left in the river, to be assessed via Environmental Flow Assessment (EFA) procedure. In spite of the crucial importance of this task, little or no international standard exists to assess minimum values of the EF. Rather, general guidelines are provided, with large subjectivity entailed. Here, focusing on the case study Kumbih river, in Sumatra, Indonesia, we apply a multiple criteria approach to EFA procedure, testing the values of EF assessed with hydrological methods in a previous study, with a focus on a relevant target species, i.e. the fish Tor Soro. Based upon a two-dimensional hydraulic model, we explore 6 indicators, covering some most important criteria to ensure the welfare of the fish fauna. Indicator II, weighed usable volume, slightly modifies the well-known method PHABSIM. Indicators IIi.IIIII target water depth needed to ensure welfare of target species, whereas criteria IIV-VI target flow velocity, and sediment removal. Use of multiple indicators as shown here, albeit still subjective, may provide more consistent values of EF, and even an outlook of the disparity in terms of flow requirements given by the several criteria. Here we found that the maximum estimated EF under IV (flow velocity), is over twice as large as the flow estimate from II. Overall however, initial EF estimates from the hydrological criterion seem adequate against the criteria proposed. Our study is among the few covering EF for Indonesia, and the only one regarding Kumbih river, and our results are of interest, also as a benchmark for other EFA studies in the region.
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  • 文章类型: Journal Article
    环境流动对于维持河流生态系统健康和保证水生生物的正常生长至关重要。由于考虑了水生生物栖息地的河流形式和最小流量,因此湿润周长方法在评估环境流量方面确实非常有用。在这项研究中,选取具有明显季节性和外部引水的河流为典型研究对象;以静乐,兰村,汾河水库,和伊塘水文断面作为控制断面,我们在三个方面改进了现有的润湿周长方法:(1)我们改进了水文数据序列的选择。选定的水文数据系列应具有一定的长度,并能很好地反映湿地的水文变化,正常,和干燥的岁月。(2)不同于传统的润湿周界法,只给出一个环境流量值,改进后的方法逐月计算环境流量。(3)改进的湿润周长法建立了原生鱼类生存与环境流量的关系。结果表明,改善的湿润周长考虑了主要鱼类的生存,斜率法计算结果与多年平均流量之比大于10%,这可以确保鱼类的栖息地不会被破坏,结果更合理。此外,获得的月环境流量过程优于现有方法确定的年统一环境流量值,与河流自然水文情况和引水情况一致。该研究表明,改进的湿润周长方法对于研究季节性强,年流量变化大的河流环境流量是可行的。
    Environmental flow is vital for maintaining river ecosystem health and ensuring the normal growth of aquatic organisms. The wetted perimeter method is indeed very useful in the assessment of environmental flow due to consideration of stream forms and minimum flow for aquatic life habitat. In this study, a river with obvious seasonality and external water diversion was selected as the typical research object; taking Jingle, Lancun, Fenhe Reservoir, and Yitang hydrological sections as control sections, we improved the existing wetted perimeter method in three aspects: (1) We improved the selection of hydrological data series. The selected hydrological data series should be of a certain length and can well reflect the hydrological changes of wet, normal, and dry years. (2) Different from the traditional wetted perimeter method, which only gives one environmental flow value, the improved method calculates the environmental flow month by month. (3) The improved wetted perimeter method establishes the relationship between native fish survival and environmental flow. Results indicated that the improved wetted perimeter took the survival of the main fishes into consideration, the ratio of the calculated results by the slope method to the multi year average flow was greater than 10%, which can ensure the fishes\' habitat is not being destroyed, and the results are more reasonable. Furthermore, the monthly environmental flow processes obtained were better than the annual unified environmental flow value determined by the existing method and are consistent with the natural hydrological situation and water diversion situation of the river. This study shows that the improved wetted perimeter method is feasible for research of river environmental flow with strong seasonal and large variation of annual flow.
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  • 文章类型: Journal Article
    我们修改了,参数化,并在STREAM6.1版中对内陆大西洋鲑鱼(Salmosalar)和褐鳟鱼的湖泊迁徙种群(S.trutta)在水电调节的古尔斯普河的剩余流量中,瑞典。该模型描述是根据TRACE模型描述框架构建的。我们的目标是模拟鲑鱼招募对流量释放和其他环境变化的替代方案的反应。主要响应变量是每年大型出游幼鱼的数量,假设个人越倾向于向外迁移,移民是一项强制性战略。根据当地的电捕捞调查设置了种群和物种特定参数,redd调查,物理栖息地调查,亲鱼数据以及科学文献。•模拟将运行超过10年,以亚每日时间步长,在这个空间和时间上明确的模型中。•使用来自电捕捞的幼鱼的数据进行鱼生长的模型校准和验证。•发现结果对聚集鱼的参数值敏感,即,“超级个体”和对产卵的高温限制。
    We modified, parameterized, and applied the individual-based model inSTREAM version 6.1 for lake-migrating populations of landlocked Atlantic salmon (Salmo salar) and brown trout (S. trutta) in a residual flow stretch of the hydropower-regulated Gullspång River, Sweden. This model description is structured according to the TRACE model description framework. Our aim was to model responses in salmonid recruitment to alternative scenarios of flow release and other environmental alterations. The main response variable was the number of large out-migrating juvenile fish per year, with the assumption that individuals are more inclined to out-migrate the larger they get, and that migration is an obligatory strategy. Population and species-specific parameters were set based on local electrofishing surveys, redd surveys, physical habitat surveys, broodstock data as well as scientific literature.•Simulations were set to run over 10 years, with sub-daily time steps, in this spatially and temporally explicit model.•Model calibration and validation of fish growth was done using data on juvenile fish from electrofishing.•The results were found to be sensitive to parameter values for aggregated fish, i.e., \"superindividuals\" and for the high temperature limit to spawning.
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  • 文章类型: Journal Article
    环境流动对维持河流生态系统和水生生境的健康起着重要作用。尽管环境流动的生态调控引起了科学家们的关注,管理世界上的水库管理河流,以更好地满足人类和生态系统的需求是一个复杂的社会挑战。为了解决上述问题,我们构建了一个基于环境流之间实现多目标平衡的水库优化调度模型,供水和发电(EWP)。使用智能多目标优化算法(ARNSGA-III)对模型进行求解。开发的模型在一个大型油藏中得到了证明,图们江老龙口水库。结果表明,水库主要从流量大小上改变了环境流量,峰值,times,持续时间和频率,这导致产卵鱼的急剧减少,以及沿河道植被的退化和更换。此外,环境流动目标之间的相互反馈关系,供水和发电不是静态的,但随着时间和空间的变化。所构建的基于水文蚀变指标(IHA)的模型可以有效保证日尺度的环境流量。详细来说,河流生态效益在潮湿年份增加了64%,正常年份为68%,水库优化调度后,干旱年68%,分别。该研究将为其他受大坝影响的河流的优化管理提供科学参考。
    Environmental flow plays an important role in maintaining the health of river ecosystems and aquatic habitats. Although ecological regulation of environmental flow has attracted the attention of scientists, managing the world\'s reservoir-regulated rivers to better meet the needs of human being and ecosystems is a complex social challenge. To address the above issues, we constructed a model for optimizing reservoir operation based on a balance in achieving multi objectives among environmental flow, water supply and power generation (EWP). The model was solved using an intelligent multi-objective optimization algorithm (ARNSGA-III). The developed model was demonstrated in a large reservoir, Laolongkou Reservoir in the Tumen River. The results showed that the reservoir altered environmental flows mainly in terms of flow magnitude, peak, times, duration and frequency, which result in a sharp decrease in spawning fish, and degradation and replacement of vegetation along the channels. In addition, the mutual feedback relationship between the objectives of environmental flows, water supply and power generation is not static, but varies over time and space. The constructed model based on Indicators of Hydrologic Alteration (IHAs) can effectively guarantee the environmental flow at daily scale. In detail, the river ecological benefit increased by 64% in wet year, 68% in normal year, 68% in dry year after optimizing regulation of reservoir, respectively. This study will provide a scientific reference for the optimizing of the management in other rivers affected by dams.
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  • 文章类型: Journal Article
    过去有关气候变化(CC)对高山水力发电的影响的研究集中在高水头蓄能发电厂上。我们提供了第一个全面的,基于模拟的CC对高山河流(RoR)生产的影响研究,还考虑了环境流量要求和技术增长潜力的影响。我们模拟了21家瑞士RoR工厂在三种排放情景下的未来电力生产,总产量为5.9TWha-1。模拟显示,冬季产量增加(4%至9%),夏季产量减少(-2%至-22%),到本世纪末,这些总和导致每年约-2%到-7%的下降。由于环境流量要求导致的生产损失估计为年产量的3.5%;最大的低海拔RoR发电厂几乎没有损失,而中小型发电厂受影响最大。通过优化设计排放来增加产量的潜力占年产量的8%。最大的增长潜力与高海拔的中小型发电厂有关。关键结果是:i)CC对流量和RoR生产的影响之间没有线性关系;影响取决于可用流量,受流量持续时间曲线的影响,环境流量要求,和设计排放;ii),模拟的生产影响与平均集水区高程有很强的相关性(>0.68)。海拔最高的工厂甚至显示出3%至23%的年产量增长,由于较大份额的降水以雨而不是雪的形式下降。这些一般结果可转移到其他阿尔卑斯山地区类似环境中的RoR生产中,应在将来的评估中予以考虑。未来的工作可以集中在进一步的技术优化潜力,考虑详细的运营数据。
    Past studies on the impacts of climate change (CC) on Alpine hydropower production have focused on high-head accumulation power plants. We provide one of the first comprehensive, simulation-based studies on CC impacts on Alpine Run-of-River (RoR) production, also considering effects of environmental flow requirements and technical increase potential. We simulate future electricity production under three emissions scenarios for 21 Swiss RoR plants with a total production of 5.9 TWh a-1. The simulations show an increase in winter production (4 % to 9 %) and a decrease in summer production (-2 % to -22 %), which together lead to an annual decrease of about -2 % to -7 % by the end of the century. The production loss due to environmental flow requirements is estimated at 3.5 % of the annual production; the largest low-elevation RoR power plants show little loss, while small and medium-sized power plants are most affected. The potential for increasing production by optimising the design discharge amounts to 8 % of the annual production. The largest increase potential is related to small and medium-sized power plants at high elevations. The key results are: i) there is no linear relationship between CC impacts on streamflow and on RoR production; the impacts depend on the usable streamflow volume, which is influenced by the Flow Duration Curve, environmental flow requirements, and design discharge; ii), the simulated production impacts show a strong correlation (>0.68) with the mean catchment elevation. The plants at the highest elevations even show an increase in annual production of 3 % to 23 %, due to larger shares of precipitation falling as rain instead of snow. These general results are transferable to RoR production in similar settings in other Alpine locations and should be considered in future assessments. Future work could focus on further technical optimisation potential, considering detailed operational data.
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  • 文章类型: Journal Article
    The present study proposes an integrated simulation-optimization framework to assess environmental flow by mitigating environmental impacts on the surface and ground water resources. The model satisfies water demand using surface water resources (rivers) and ground water resources (wells). The outputs of the ecological simulation blocks of river ecosystem and the ground water level simulation were utilized in a multiobjective optimization model in which six objectives were considered in the optimization model including (1) minimizing losses of water supply (2) minimizing physical fish habitat losses simulated by fuzzy approach (3) minimizing spawning habitat losses (4) minimizing ground water level deterioration simulated by adaptive neuro fuzzy inference system(ANFIS) (5) maximizing macroinvertebrates population simulated by ANFIS (6) minimizing physical macrophytes habitat losses. Based on the results in the case study, ANFIS-based model is robust for simulating key factors such as water quality and macroinvertebrate\'s population. The results demonstrate the reliability and robustness of the proposed method to balance environmental requirements and water supply. The optimization model increased the percentage of environmental flow in the drought years considerably. It supplies 69% of water demand in normal years, while the environmental impacts on the river ecosystem are minimized. The proposed model balances the portion of using surface water and ground water in water supply considering environmental impacts on both sources. Using the proposed method is recommendable for optimal environmental management of surface water and ground water in river basin scale.
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