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Modeled Forest Conversion Influences Humid Tropical Watershed Hydrology More than Projected Climate Change 模拟森林转换对潮湿热带流域水文的影响大于预估气候变化
Q2 WATER RESOURCES Pub Date : 2023-07-31 DOI: 10.3390/hydrology10080160
Taylor Joyal, Alexander K. Fremier, Jan Boll
In the humid tropics, forest conversion and climate change threaten the hydrological function and stationarity of watersheds, particularly in steep terrain. As climate change intensifies, shifting precipitation patterns and expanding agricultural and pastoral land use may effectively reduce the resilience of headwater catchments. Compounding this problem is the limited long-term monitoring in developing countries for planning in an uncertain future. In this study, we asked which change, climate or land use, more greatly affects stream discharge in humid tropical mountain watersheds? To answer this question, we used the process-based, spatially distributed Soil Moisture Routing model. After first evaluating model performance (Ns = 0.73), we conducted a global sensitivity analysis to identify the model parameters that most strongly influence simulated watershed discharge. In particular, peak flows are most influenced by input model parameters that represent shallow subsurface soil pathways and saturation-excess runoff while low flows are most sensitive to macropore hydraulic conductivity, soil depth and porosity parameters. We then simulated a range of land use and climate scenarios in three mountain watersheds of central Costa Rica. Our results show that deforestation influences streamflow more than altered precipitation and temperature patterns through changes in first-order hydrologic hillslope processes. However, forest conversion coupled with intensifying precipitation events amplifies hydrological extremes, reducing the hydrological resilience to predicted climate shifts in mountain watersheds of the humid tropics. This finding suggests that reforestation can help mitigate the effects of climate change on streamflow dynamics in the tropics including impacts to water availability, flood pulses, channel geomorphology and aquatic habitat associated with altered flow regimes.
在潮湿的热带地区,森林转化和气候变化威胁着流域的水文功能和平稳性,特别是在陡峭的地形上。随着气候变化的加剧,降水模式的变化和农牧用地的扩大可能会有效地降低水源集水区的恢复能力。使这一问题更加复杂的是,发展中国家在不确定的未来进行规划的长期监测有限。在这项研究中,我们的问题是,气候变化和土地利用哪一种变化对潮湿的热带山地流域的河流流量影响更大?为了回答这个问题,我们使用了基于过程的空间分布土壤水分路径模型。在首先评估模型性能(Ns = 0.73)后,我们进行了全局敏感性分析,以确定对模拟流域流量影响最大的模型参数。特别是,峰值流量最受代表浅层地下土壤路径和饱和过量径流的输入模型参数的影响,而低流量对大孔水力导电性、土壤深度和孔隙度参数最敏感。然后,我们在哥斯达黎加中部的三个山区流域模拟了一系列土地利用和气候情景。研究结果表明,森林砍伐对河流流量的影响大于降水和温度模式的改变,这是通过一级水文山坡过程的变化来实现的。然而,森林转换加上降水事件加剧放大了水文极端事件,降低了湿润热带山区流域对预测气候变化的水文恢复力。这一发现表明,重新造林可以帮助减轻气候变化对热带地区水流动态的影响,包括对水的可用性、洪水脉冲、河道地貌和与水流状态改变相关的水生栖息地的影响。
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引用次数: 0
Extreme Events Analysis Using LH-Moments Method and Quantile Function Family 用LH矩法和分位数函数族进行极端事件分析
IF 3.2 Q2 WATER RESOURCES Pub Date : 2023-07-30 DOI: 10.3390/hydrology10080159
C. Anghel, S. Stanca, Cornel Ilinca
A direct way to estimate the likelihood and magnitude of extreme events is frequency analysis. This analysis is based on historical data and assumptions of stationarity, and is carried out with the help of probability distributions and different methods of estimating their parameters. Thus, this article presents all the relations necessary to estimate the parameters with the LH-moments method for the family of distributions defined only by the quantile function, namely, the Wakeby distribution of 4 and 5 parameters, the Lambda distribution of 4 and 5 parameters, and the Davis distribution. The LH-moments method is a method commonly used in flood frequency analysis, and it uses the annual series of maximum flows. The frequency characteristics of the two analyzed methods, which are both involved in expressing the distributions used in the first two linear moments, as well as in determining the confidence interval, are presented. The performances of the analyzed distributions and the two presented methods are verified in the following maximum flows, with the Bahna river used as a case study. The results are presented in comparison with the L-moments method. Following the results obtained, the Wakeby and Lambda distributions have the best performances, and the LH-skewness and LH-kurtosis statistical indicators best model the indicators’ values of the sample (0.5769, 0.3781, 0.548 and 0.3451). Similar to the L-moments method, this represents the main selection criterion of the best fit distribution.
估计极端事件的可能性和规模的一种直接方法是频率分析。该分析基于历史数据和平稳性假设,并借助概率分布和估计其参数的不同方法进行。因此,本文给出了仅由分位数函数定义的分布族的LH矩法估计参数所需的所有关系,即4和5个参数的Wakeby分布、4和5参数的Lambda分布和Davis分布。LH矩法是洪水频率分析中常用的一种方法,它使用最大流量的年序列。介绍了两种分析方法的频率特性,这两种方法都涉及表示前两个线性矩中使用的分布,以及确定置信区间。以Bahna河为例,在以下最大流量中验证了所分析的分布和所提出的两种方法的性能。文中给出了与L矩法相比较的结果。根据所得结果,Wakeby和Lambda分布具有最佳性能,LH偏度和LH峰度统计指标最好地模拟了样本的指标值(0.5769、0.3781、0.548和0.3451)。与L矩法类似,这是最佳拟合分布的主要选择标准。
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引用次数: 0
Flood Inundation and Depth Mapping Using Unmanned Aerial Vehicles Combined with High-Resolution Multispectral Imagery 结合高分辨率多光谱图像的无人机洪水淹没与深度测绘
IF 3.2 Q2 WATER RESOURCES Pub Date : 2023-07-28 DOI: 10.3390/hydrology10080158
K. Wienhold, Dongfeng Li, Wenzhao Li, Zheng N. Fang
The identification of flood hazards during emerging public safety crises such as hurricanes or flash floods is an invaluable tool for first responders and managers yet remains out of reach in any comprehensive sense when using traditional remote-sensing methods, due to cloud cover and other data-sourcing restrictions. While many remote-sensing techniques exist for floodwater identification and extraction, few studies demonstrate an up-to-day understanding with better techniques in isolating the spectral properties of floodwaters from collected data, which vary for each event. This study introduces a novel method for delineating near-real-time inundation flood extent and depth mapping for storm events, using an inexpensive unmanned aerial vehicle (UAV)-based multispectral remote-sensing platform, which was designed to be applicable for urban environments, under a wide range of atmospheric conditions. The methodology is demonstrated using an actual flooding-event—Hurricane Zeta during the 2020 Atlantic hurricane season. Referred to as the UAV and Floodwater Inundation and Depth Mapper (FIDM), the methodology consists of three major components, including aerial data collection, processing, and flood inundation (water surface extent) and depth mapping. The model results for inundation and depth were compared to a validation dataset and ground-truthing data, respectively. The results suggest that UAV-FIDM is able to predict inundation with a total error (sum of omission and commission errors) of 15.8% and produce flooding depth estimates that are accurate enough to be actionable to determine road closures for a real event.
在飓风或山洪等新出现的公共安全危机期间识别洪水危害是急救人员和管理人员的宝贵工具,但由于云层覆盖和其他数据来源限制,在使用传统遥感方法时,在任何全面意义上都是遥不可及的。虽然存在许多用于洪水识别和提取的遥感技术,但很少有研究表明,在从收集的数据中分离洪水的光谱特性方面,有更好的技术可以达到最新的理解,这些数据因每次事件而异。这项研究介绍了一种新的方法,用于绘制风暴事件的近实时淹没洪水范围和深度图,该方法使用了一种基于廉价无人机的多光谱遥感平台,该平台旨在适用于各种大气条件下的城市环境。该方法是通过一个实际的洪水事件——2020年大西洋飓风季的飓风泽塔来证明的。该方法被称为无人机和洪水淹没和深度测绘仪(FIDM),由三个主要组成部分组成,包括航空数据收集、处理以及洪水淹没(水面范围)和深度测绘。将淹没和深度的模型结果分别与验证数据集和地面实况数据进行比较。结果表明,UAV-FIDM能够预测洪水,总误差(遗漏和委托误差之和)为15.8%,并产生足够准确的洪水深度估计值,可用于确定实际事件的道路封闭。
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引用次数: 0
Hydroclimatic Trends and Drought Risk Assessment in the Ceyhan River Basin: Insights from SPI and STI Indices 杰伊汉河流域的水文气候趋势和干旱风险评估:SPI和STI指数的启示
IF 3.2 Q2 WATER RESOURCES Pub Date : 2023-07-26 DOI: 10.3390/hydrology10080157
H. Darabi, A. Danandeh Mehr, Gülşen Kum, M. Sönmez, C. Dumitrache, Khadija Diani, A. Çelebi, Ali Torabi Haghighi
This study examined the spatiotemporal climate variability over the Ceyhan River basin in Southern Anatolia, Türkiye using historical rainfall and temperature observations recorded at 15 meteorology stations. Various statistical and geostatistical techniques were employed to determine the significance of trends for each climatic variable in the whole basin and its three sub-regions (northern, central, and southern regions). The results revealed that the recent years in the basin were generally warmer compared with previous years, with a temperature increase of approximately 4 °C. The standardized temperature index analysis indicated a shift towards hotter periods after 2005, while the coldest periods were observed in the early 1990s. The spatial distribution of temperature showed non-uniform patterns throughout the basin. The first decade of the study period (1975–1984) was characterized by relatively cold temperatures, followed by a transition period from cold to hot between 1985 and 2004, and a hotter period in the last decade (2005–2014). The rainfall analysis indicated a decreasing trend in annual rainfall, particularly in the northern and central regions of the basin. However, the southern region showed an increasing trend in annual rainfall during the study period. The spatial distribution of rainfall exhibited considerable variability across the basin, with different regions experiencing distinct patterns. The standardized precipitation index analysis revealed the occurrence of multiple drought events throughout the study period. The most severe and prolonged droughts were observed in the years 1992–1996 and 2007–2010. These drought events had significant impacts on water availability and agricultural productivity in the basin.
这项研究利用15个气象站记录的历史降雨量和温度观测,研究了土耳其安纳托利亚南部杰伊汉河流域的时空气候变化。采用各种统计和地质统计学技术来确定整个盆地及其三个子区域(北部、中部和南部区域)中每个气候变量的趋势显著性。结果显示,与往年相比,该盆地近年来总体较暖,气温上升约4°C。标准化温度指数分析表明,2005年后气温向高温期转变,而最冷时期出现在20世纪90年代初。整个盆地的温度空间分布呈现出不均匀的模式。研究期间的第一个十年(1975年至1984年)以相对寒冷的温度为特征,随后是1985年至2004年从寒冷到炎热的过渡期,最后十年(2005年至2014年)是更热的时期。降雨量分析表明,年降雨量呈下降趋势,特别是在盆地的北部和中部地区。然而,在研究期间,南部地区的年降雨量呈增加趋势。降雨的空间分布在整个流域表现出相当大的可变性,不同地区经历了不同的模式。标准化降水指数分析显示,在整个研究期间发生了多起干旱事件。最严重和持续时间最长的干旱发生在1992-1996年和2007-2010年。这些干旱事件对该流域的水资源供应和农业生产力产生了重大影响。
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引用次数: 0
Geophysical Prospecting of Aquifer Hydrogeological Properties: Implications for Groundwater Resource Management in Parts of Indus Plain, Pakistan 含水层水文地质性质的地球物理勘探:对巴基斯坦印度河平原部分地区地下水资源管理的启示
IF 3.2 Q2 WATER RESOURCES Pub Date : 2023-07-24 DOI: 10.11648/j.hyd.20231102.12
Inayat Ur Rahman, Cui Yian, S. Hussain, Akbar Ali, Mustafa Qasim, Idrees Khan, Musa Khan
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引用次数: 0
Assessment and Mitigation of Fecal Bacteria Exports from a Coastal North Carolina Watershed 北卡罗莱纳沿海流域粪便细菌出口的评估和缓解
IF 3.2 Q2 WATER RESOURCES Pub Date : 2023-07-23 DOI: 10.3390/hydrology10070156
C. Humphrey, N. Lyons, Ryan Bond, E. Bean, M. O’Driscoll, Avian V. White
Urban runoff from the Boat House Creek watershed was suspected as a main delivery mechanism for fecal indicator bacteria (FIB) to the lower White Oak River Estuary in coastal North Carolina, but the dominant source of waste (animal or human) was unknown. Water samples from eight locations within the watershed were collected approximately monthly for two years for enumeration of Escherichia coli (E. coli), enterococci, physicochemical characterization, and microbial source tracking analyses. Concentrations and loadings of E. coli and enterococci were typically elevated during stormflow relative to baseflow conditions, and most samples (66% of enterococci and 75% of E. coli) exceeded the US EPA statistical threshold values. Concentrations of FIB were significantly higher during warm relative to colder months. Human sources of FIB were not observed in the samples, and FIB concentrations increased in locations with wider buffers, thus wildlife was the suspected main FIB source. Stormwater control measures including a rain garden, water control structures, swale modifications, and check dams were implemented to reduce runoff and FIB loadings to the estuary. Stormflow reductions of >5700 m3 year−1 are estimated from the installation of the practices. More work will be needed to improve/maintain water quality as watershed development continues.
Boat House Creek流域的城市径流被怀疑是粪便指示细菌(FIB)向北卡罗来纳州沿海白橡树河河口下游的主要输送机制,但废物的主要来源(动物或人类)尚不清楚。在两年内,大约每月收集一次来自流域内八个地点的水样,用于大肠杆菌(E.coli)、肠球菌的计数、物理化学特征和微生物来源跟踪分析。相对于基准流条件,风暴流期间大肠杆菌和肠球菌的浓度和负荷通常会升高,大多数样本(66%的肠球菌和75%的大肠杆菌)超过了美国环保局的统计阈值。FIB的浓度在温暖的月份明显高于寒冷的月份。在样本中没有观察到FIB的人类来源,在缓冲区较宽的地方FIB浓度增加,因此野生动物被怀疑是FIB的主要来源。实施了雨水控制措施,包括雨水花园、水控制结构、洼地改造和拦水坝,以减少河口的径流和FIB负荷。根据实践的安装,估计每年减少5700 m3以上的暴雨流量−1。随着流域开发的继续,还需要做更多的工作来改善/保持水质。
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引用次数: 0
The Combined Power of Double Mass Curves and Bias Correction for the Maximisation of the Accuracy of an Ensemble Satellite-Based Precipitation Estimate Product 双质量曲线和偏差校正的联合作用对卫星降水综合估计产品精度的最大化
IF 3.2 Q2 WATER RESOURCES Pub Date : 2023-07-22 DOI: 10.3390/hydrology10070154
N. Sriwongsitanon, Chanphit Kaprom, Kamonpat Tantisuvanichkul, Nattakorn Prasertthonggorn, Watchara Suiadee, W. Bastiaanssen, J. A. Williams
Precise estimation of the spatial and temporal characteristics of rainfall is essential for producing the reliable catchment response needed for proper management of water resources. However, in most parts of the world, gauged rainfall stations are sparsely distributed and fail to properly capture the spatial variability of rainfall. Furthermore, the gauged rainfall data can sometimes be of short length or require validation. Following this, we present a procedure that enhances the trustworthiness of gauged rainfall data and the accuracy of the rainfall estimations of five satellite-based precipitation estimate (SPE) products by validating them using the 1779 gauged rainfall stations across Thailand. The five SPE products considered include CMORPH-BLD; TRMM-3B42; CHIRPS; CHIRPS-PL; and TRMM-3B42RT. Prior to validation, the gauged rainfall dataset was verified using double mass curve (DMC) analysis to eliminate questionable and inconsistent readings. This led to the improvement of the Nash–Sutcliffe Efficiency (NSE) between the station of interest and its surroundings by 13.9% (0.758–0.863), together with an average 11.8% increase with SPE products, whilst dropping only 7% of questionable dataset. Three different bias correction (BC) procedures were applied to correct SPE products using gauge-based gridded rainfall (GGR). Once DMC and BC procedures were implemented together, the performance of the SPE products was found to increase significantly. Finally, the application of the ensemble weighted average of the three best-performing bias-corrected SPE products (Bias-CMORPH-BLD, Bias-TRMM-3B42, and Bias-CHIRPS) further enhanced the NSE to 0.907 and 0.880 in calibration and validation time periods, respectively. The proposed DMC-based correction SPE and the weighting procedure of multiple SPE products allows for an easy means of obtaining daily rainfall in remote locations with sufficient accuracy.
精确估计降雨的空间和时间特征对于产生适当管理水资源所需的可靠集水区反应至关重要。然而,在世界上大多数地区,测量的雨量站分布稀疏,不能适当地捕捉降雨的空间变异性。此外,测量的降雨数据有时可能很短或需要验证。在此之后,我们提出了一个程序,通过使用泰国各地的1779个测量雨量站对五个基于卫星的降水估计(SPE)产品进行验证,提高了测量降雨数据的可信度和降雨估计的准确性。考虑的五种SPE产品包括cmorphl - bld;TRMM-3B42;啾啾;CHIRPS-PL;和TRMM-3B42RT。在验证之前,使用双质量曲线(DMC)分析验证测量降雨量数据集,以消除可疑和不一致的读数。这导致感兴趣的站点与其周围环境之间的纳什-萨克利夫效率(NSE)提高了13.9% (0.758-0.863),SPE产品平均提高了11.8%,而有问题的数据集仅下降了7%。三种不同的偏差校正(BC)程序应用于基于量规的网格化降雨(GGR)校正SPE产品。一旦DMC和BC程序一起实施,发现SPE产品的性能显着提高。最后,对三个表现最好的偏差校正SPE产品(bias- cmorpho - bld、Bias-TRMM-3B42和Bias-CHIRPS)进行集合加权平均,进一步提高了校准和验证周期内的NSE,分别达到0.907和0.880。所提出的基于dmc的校正SPE和多个SPE产品的加权程序可以方便地以足够的精度获得偏远地区的日降雨量。
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引用次数: 0
Application of a Novel Amendment for the Remediation of Mercury Mine Sites with Hydrologic Controls 一种新的修正案在汞矿场水文控制修复中的应用
IF 3.2 Q2 WATER RESOURCES Pub Date : 2023-07-22 DOI: 10.3390/hydrology10070155
S. McCord, G. Reller, Jon Miller, Kim Pingree
MercLokTM P-640 (MercLok) is a proprietary product developed by Albemarle as a mercury (Hg) treatment technology. MercLok captures mercury and sequesters it for a long period under ambient environmental conditions. For this project, MercLok was applied to Hg-contaminated calcines at two abandoned Hg mine sites in northern California to evaluate its efficacy in rendering such contaminated materials less hazardous and thereby reducing remediation project costs. The first application (Site 1) consisted of two calcines amended with MercLok in isolated reactor buckets under two hydrologic remediation approaches (“repository cap” and “reactive barrier”) while exposed to ambient environmental conditions. Non-amended and amended calcines and their leachates were analyzed for Hg content and related conditions during a five-month study period, demonstrating >95% reduction in leachable Hg. The second application (Site 2) involved full-scale site remediation with the application of both approaches and additional hydrologic controls to minimize run-on, erosion, and runoff. Confirmation sampling and subsequent observations indicate that the amendments and hydrologic controls effectively stabilized the site and minimized Hg releases. These application projects demonstrate the efficacy of MercLok as a component of hydrologic controls for treating Hg-contaminated material to achieve long-term mine site remediation objectives.
MercLokTM P-640(MercLok)是Albemarle作为汞处理技术开发的专有产品。MercLok捕获汞并在周围环境条件下长期封存。在该项目中,将MercLok应用于加利福尼亚州北部两个废弃汞矿场的汞污染煅烧炉,以评估其在降低此类受污染材料的危险性从而降低修复项目成本方面的效果。第一个应用程序(场地1)包括在暴露于周围环境条件下,在两种水文修复方法(“储存库盖”和“反应屏障”)下,在隔离的反应器桶中用MercLok修正的两个煅烧炉。在五个月的研究期间,对未经改良和改良的煅烧物及其浸出物的汞含量和相关条件进行了分析,表明可浸出汞减少了95%以上。第二个应用(场地2)涉及全面的场地修复,采用两种方法和额外的水文控制措施,以最大限度地减少径流、侵蚀和径流。确认取样和随后的观测表明,修正和水文控制有效地稳定了现场,并将汞排放降至最低。这些应用项目证明了MercLok作为处理汞污染物质的水文控制组成部分的有效性,以实现长期矿场修复目标。
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引用次数: 0
Flood Peaks and Geomorphic Processes in an Ephemeral Mediterranean Stream: Torrent de Sant Jordi (Pollença, Mallorca) 地中海短暂河流中的洪峰和地貌过程:Torrent de Sant Jordi(马略卡岛波伦萨)
IF 3.2 Q2 WATER RESOURCES Pub Date : 2023-07-20 DOI: 10.3390/hydrology10070152
M. Grimalt-Gelabert, Joan Rosselló-Geli
The research presented herein studies three episodes of flooding that affected the ephemeral basin of the Sant Jordi stream in northwestern Mallorca. These events are considered common since they do not reach the proportions in terms of the flow rates of other cases that have occurred in Mallorca, but they are nevertheless important due to the impact they have on human activity and also due to the morphological changes caused in the basin itself. On the one hand, the development of the field work to characterize and calculate the peak flows is presented, and on the other hand, the geomorphic changes caused by the water and the materials carried away are explained. The results allow us to identify a type of Mediterranean flood, which happens on a regular basis, but which does not stand out for its flows or for its major socio-economic impacts but still has an effect on the natural and anthropic environment. This information can be valuable for local and regional authorities as well as for the public to avoid risk situations and prevent impacts on public and private property caused by future events.
本文介绍的研究研究了影响马略卡岛西北部Sant Jordi河短暂流域的三次洪水。这些事件被认为是常见的,因为它们没有达到马略卡岛发生的其他病例的流量比例,但由于它们对人类活动的影响,以及盆地本身造成的形态变化,它们仍然很重要。一方面,介绍了表征和计算峰值流量的实地工作的发展,另一方面,解释了水和带走的物质引起的地貌变化。研究结果使我们能够确定一种地中海洪水,这种洪水定期发生,但其流量或主要的社会经济影响并不突出,但仍对自然和人类环境产生影响。这些信息对地方和地区当局以及公众都很有价值,可以避免风险情况,防止未来事件对公共和私人财产造成影响。
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引用次数: 0
Constructed Wetlands as Nature-Based Solutions for Wastewater Treatment in the Hospitality Industry: A Review 人工湿地作为酒店业废水处理的基于自然的解决方案:综述
IF 3.2 Q2 WATER RESOURCES Pub Date : 2023-07-20 DOI: 10.3390/hydrology10070153
S. Justino, C. Calheiros, P. Castro, David Gonçalves
The hospitality industry is increasing its awareness of how the integration of nature-based solutions can decrease its environmental impact while maintaining or increasing the service level of the sector. Constructed wetlands (CWs) constitute a promising sustainable solution for proper in situ domestic wastewater treatment. This literature review elucidates the status of CWs implementation in the hospitality industry to help foster the exchange of experiences in the field and deliver examples of approaches in different contexts to support future applications of this technology. Most of the studies reported in the literature were conducted in Europe, but studies emanating from Asia and South America are also available. The design of CWs, the horizontal and vertical subsurface flow CWs (HSFCW, VSFCW), and hybrid systems have been reported. The average removal efficiencies of the systems ranged from 83 to 95% for biochemical oxygen demand, 74 to 94% for chemical oxygen demand, 78 to 96% for total suspended solids, 75 to 85% for ammonium, 44 to 85% for ammonia, 50 to 73% for nitrate, 57 to 88% for total Kjeldahl nitrogen, 51 to 58% total nitrogen, and 66 to 99% for total phosphorus. The majority of the systems were implemented as decentralized treatment solutions using HSFCWs, with the second most common design being the hybrid CW systems in order to reduce area requirements, increase treatment efficiency, and prevent clogging. Overall, CWs are a promising sustainable solution which may support access to adequate sanitation worldwide as well as safe wastewater recycling and reuse, leading to more sustainable tourist destinations.
酒店业正在提高其对基于自然的解决方案的整合如何在保持或提高该行业服务水平的同时减少其对环境的影响的认识。人工湿地(CWs)是一种很有前途的可持续的原位生活污水处理解决方案。这篇文献综述阐述了CWs在酒店业的实施现状,以帮助促进该领域的经验交流,并提供不同背景下支持该技术未来应用的方法示例。文献中报道的大多数研究都是在欧洲进行的,但也有来自亚洲和南美洲的研究。已经报道了CWs、水平和垂直地下流CWs(HSFCW、VSFCW)以及混合系统的设计。该系统的平均去除效率为生物化学需氧量的83-95%,化学需氧量为74-94%,总悬浮固体为78-96%,铵为75-85%,氨为44-85%,硝酸盐为50-73%,总凯氏氮为57-88%,总氮为51-58%,总磷为66-99%。大多数系统都是使用HSFCW作为分散处理解决方案实施的,第二种最常见的设计是混合CW系统,以减少面积要求,提高处理效率,防止堵塞。总的来说,化学武器是一个有前景的可持续解决方案,可以支持在世界各地获得足够的卫生设施,以及安全的废水回收和再利用,从而形成更可持续的旅游目的地。
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引用次数: 1
期刊
Hydrology
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