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Nguyen Xuan Hoan Dao Nguyen Khoi Pham Thi Thao Nhi 《Water and Environment Journal》2020,34(1):131-142
Uncertainty assessment of future projection of streamflow is of the essence for an effective formulation of water resources management and planning adaptive to climate change. The aim of this study is to investigate the uncertainty in streamflow projection under the climate change impact in the Srepok River Basin. Uncertainty associated with emission scenarios (RCP2.6, RCP4.5 and RCP8.5), General Circulation Models (GCMs) (CanESM2, CNMR‐CM5 and HadGEM2‐AO), statistical downscaling methods (delta change method, quantile mapping and SDSM), and hydrological models (ANN, HEC‐HMS and SWAT) is examined. The results showed the largest uncertainty source of the streamflow projection is the GCM simulations, followed by the statistical downscaling methods, hydrological models and emission scenarios. In addition, the use of hydrological models has a considerable impact on uncertainty in the simulations of dry seasonal streamflow. Generally, the present study highlighted the importance of using multi‐GCMs in the studies on hydrological impact of climate change. 相似文献
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Truong Thao Sam Dao Nguyen Khoi Nguyen Thi Thanh Thao Pham Thi Thao Nhi Nguyen Trong Quan Nguyen Xuan Hoan Van Thinh Nguyen 《Water and Environment Journal》2019,33(4):547-559
The objective of this study is to assess future changes in meteorological, hydrology and agricultural droughts under the impact of changing climate in the Srepok River Basin, a subbasin of LMB, using three drought indices; standardized precipitation index (SPI), standardized runoff index (SRI) and standardized soil moisture index (SSWI). The well‐calibrated Soil and Water Assessment Tool (SWAT) is used as a simulation tool to estimate the features of meteorological, hydrological and agricultural droughts. The climate data for the 2016–2040 period is obtained from four different regional climate models; HadGEM3‐RA, SNU‐MM5, RegCM4 and YSU‐RSM, which are downscaled from the HadGEM2‐AO GCM. The results show that the severity, duration and frequency of droughts are predicted to increase in the near future for this region. Moreover, the meteorological drought is less sensitive to climate change than the hydrological and agricultural droughts; however, it has a stronger correlation with the hydrological and agricultural droughts as the accumulation period is increased. These findings may be useful for water resources management and future planning for mitigation and adaptation to the climate change impact in the Srepok River Basin. 相似文献
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This paper focuses on the uncertainty in climate change impacts on streamflow in Be River Catchment. Uncertainty associated with GCM structure from a subset of CMIP3 (CCCMA CGCM3.1, CSIRO Mk30, IPSL CM4, MPI ECHAM5, NCAR CCSM3.0, UKMO HadGEM1, and UKMO HadCM3), SRES emission scenarios (A1B, A2, B1, and B2), and prescribed increases in global mean temperature (0.5°C to 6°C) using SWAT model is investigated. For prescribed warming scenarios using HadCM3, linear decreases in mean annual streamflow range from 3.1 to 16.7%. Differences in projected annual streamflow between SRES emission scenarios using HadCM3 are small (?5.6% to ?4.6%). Under the A1B scenario and 2°C increase in global mean temperature using seven GCMs, there is substantial disparity, by ?2.9–25.5% and ?8.3–19.1%, respectively. It is generally reasonable to conclude that GCM structure‐related uncertainty is greater than that associated with the emission scenarios and climate sensitivity. 相似文献
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Uncertainty analysis of the model parameters in non‐point source pollution (NPSP) simulation is important because of its great effects on predictions and decision‐making. Understanding the main parameters that effect the uncertainty of NPSP is necessary to provide the basis for formulating control measures. In this study, two methods were applied to conduct parameter uncertainty analysis for Soil and Water Assessment Tool (SWAT). Sobol’ method was used to screen out the model parameters with great effects on the runoff, sediment, total nitrogen (TN) and total phosphorus (TP). The results obtained by sensitivity analysis were used subsequent model calibration and further uncertainty analysis. Monte Carlo (MC) method was employed to analyse the effects of parameter uncertainty on the model outputs. However, such problems are time‐consuming because the MC method required to invoke simulation model thousands of times. To address this challenge, a kriging surrogate model was developed to improve the overall calculation efficiency. The results obtained by sensitivity analysis showed that curve number value (CN2), soil evaporation compensation factor (ESCO), universal soil loss equation support practice factor (USLE_P) and initial organic nitrogen concentration in soil layer (SOL_ORGN) had significant effects on the SWAT outputs. The uncertainty analysis results showed that the uncertainty of runoff is the lowest, followed by TP and TN, and the uncertainty of sediment was the greatest. The kriging surrogate model has the ability to solve this time‐consuming problem rapidly with a high degree of accuracy, and thus it is very robust. 相似文献
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The availability of water resources plays an important role for the economy of a country. The nexus of energy‐food‐water are interlinked and of particular importance in the uncertain environment of developing countries. In Pakistan, agriculture contributes 25% to the gross domestic product. The Indus River contributes 44% of the available water to irrigation of crops and the ecosystem, and currently produces 5,112 MW electricity, with the potential to produce 38,602 MW electricity. This makes it important to investigate the status of water availability in the Upper Indus Basin under existing emission scenarios. In this study, the future availability of water is projected for the Indus River under the A2, B2, RCP4.5 and RCP8.5 emission scenarios. A meta‐analysis has been conducted to present a combined picture by combining the results from the emission scenarios. Our meta‐analysis shows higher confidence in RCPs projections. The results show that suffcient water will be available in the Indus River that will meet the demands of water in future but there will be scarcity of water in some months under each scenario. However, by proper management and optimum utilisation of the available water, this scarcity can be resolved. 相似文献
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Hydrologic models that use components for integrated modelling of surface water and groundwater systems help conveniently simulate the dynamically linked hydrologic and hydraulic processes that govern flow conditions in watersheds. The Soil and Water Assessment Tool (SWAT) is one such model that allows continuous simulations over long time periods in the land phase of the hydrologic cycle by incorporating surface water and groundwater interactions. This study provides a verified structure for the SWAT to evaluate existing flow regimes in a small-sized catchment in Denmark and examines a simple simulation to help quantify the effects of climate change on regional water quantities. SWAT can be regarded among the alternative hydrologic simulation tools applicable for catchments with similar characteristics and of similar sizes in Denmark. However, the modellers would be required to determine a proper set of effective model parameters and agree on a proper balancing among different calibration sites during all parameter optimization trials. 相似文献
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Jinzhu Ma Lihua Chen Jianhua He Yurui Zhang Xianghu Li W. Mike Edmunds 《Water and Environment Journal》2013,27(1):86-98
The Mann–Kendall test, wavelet analysis was used to analyse the long‐term trends and periodicities in temperature, precipitation and streamflow in China's Shiyang River Basin since 1950. The Principal components analysis (PCA) was used to quantify the impacts of climate change and human activities on water resources. The annual mean air temperature has increased, consistent with increasing global temperatures. The annual precipitation fluctuated but has generally increased since the 1990s. The air temperature and precipitation showed changes on periods ranging from 2 to 28 years. The correlation between annual runoff and precipitation variation was 0.61 (P < 0.05), indicating precipitation is the main source of the runoff. Human activities played the dominant role in the lower reaches, accounting for 58.5% of the total effect. The results have important implications for water resources management to support harmonisation of the relationship between humans and nature to combat the effect of climate. 相似文献
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The magnitude of pollution from highway runoff is highly dependent on rainfall patterns. To demonstrate the effects of rainfall on the characteristics of highway pollution and its control, runoff from two sections of a major highway in Taiwan was monitored, representing respectively the uncontrolled runoff and the runoff treated using a swale system. Event mean concentrations (EMCs) of suspended solids, chemical oxygen demand, total nitrogen, total phosphates, iron, copper and zinc were calculated from monitored data. Annuals loads were also obtained from long‐term simulations using the US Environmental Protection Agency Stormwater Management Model. Results indicated that, despite high traffic volumes, both EMCs and annual loads from the studied highway were low compared with those found in literatures. The lower potentials of runoff pollution were attributed to a pattern of infrequent but intense rainfalls of the study area. The specific rainfall pattern also caused the swale system to be less effective in controlling nitrogen and phosphorus because of significant erosion. 相似文献
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Shuoyun Zhang Kazuyoshi Nishijima Takashi Maruyama 《Civil Engineering and Environmental Systems》2014,31(2):98-110
The present paper investigates the impact of the global climate change on typhoon-induced wind risk for residential buildings in Japan. It is based on (1) the output from a climate model for an assumed climate change scenario, (2) probabilistic typhoon hazard modelling, (3) reliability-based fragility modelling and (4) failure cost modelling. The objective of the present paper is to demonstrate the availability and effectiveness of a general methodology for carrying out the impact assessment. It also aims at clarifying missing information required for a more precise and reliable impact assessment. Under the employed climate model, assumed climate scenario and vulnerability model and other assumptions made in the present paper, it is found that the typhoon-induced wind risks for residential buildings in Japan are not likely to change significantly in the future. 相似文献
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SAWT模型是目前世界范围内广泛用于复杂流域水资源与水环境研究的优选模型。自21世纪初引入我国后,该模型取得了飞速发展与应用,研究区域涵盖水系发达、污染集中、水资源问题严峻的全国大部分地区,但在西部高原(山)和北方高纬度寒冷地区的应用相对较少。基础资料匮乏,降水年度内分布不均和独特的积融雪过程是限制该模型在当地发展的主要障碍。通过对模型在我国的发展历程和应用现状的回顾、总结与综合分析,结合寒冷地区的气候与水文特征,深入剖析SWAT模型的特征模块及算法功能,探讨其在该地区的应用前景与展望,以期为我国寒冷地区流域水文过程模拟和非点源污染控制系统研究提供一个新思路,为丰富全国流域水资源综合管理和水环境系统防治工作提供参考。 相似文献
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连续点源泄漏事故的数学模型研究 总被引:3,自引:0,他引:3
重点讨论连续点源的扩散模式,利用高斯公式建立了气体扩散的数学模型,并以此为理论,讨论了在泄漏事故中警戒区域的确定方法,从理论上指导消防部队的救援行动。 相似文献
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Regression models are proposed for accurate estimation of storm runoff load. Regression equations are obtained for the relationship between final cumulative load and flow during direct runoff by each storm event. The models are applied to estimate annual nutrients load by all influent rivers into the Lake Kasumigaura for a model year of average annual rainfall. The load in dry weather is calculated from observed data of all influent rivers. Total annual load for a year is the sum of loads in dry weather days and loads in wet weather days. The ratios of the load in a wet weather day to total annual loads are 29 percent for T‐N, 51 percent for T‐P, 53 percent for T‐COD, 22 percent for D‐N, 22 percent for D‐P and 30 percent for D‐COD. 相似文献
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Huu Phuong Chi Ho Tuan Kiet Nguyen Thanh Danh Vo Cong Duc Trinh Ngoc Lam Nguyen Anchal Arora 《Water and Environment Journal》2023,37(2):276-288
The paper provides new evidence of the effect of temperature and precipitation on crop profit of farmers applying different farming systems across different seasons as well as geographical regions in Vietnam for the period 2004–2016. The result finds that the effect of fluctuation in temperature and rainfall on the crop profit of farmers is not uniform across the three regions (North, Central and South) and also considerable variation across rain-fed and irrigated farms. For the rain-fed farming system, (i) rainfall in the dry season has a nonlinearly (⋂) association with the profit, but rainfall in the rainy season has no effect, and (ii) dry season temperature and rainy season temperature have, respectively, ⋂-shaped and U-shaped relationship with the profit. For the irrigated farming systems, the temperatures in the dry season and rainy season have a U-shaped relationship with the profit. The findings show that the irrigated farming systems have been effective in the long term in the face of climate change. Therefore, in preparation for adaptation to climate change, the Vietnamese agricultural sector needs a complete irrigation system at both farm and regional levels. 相似文献
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Stochastic modelling of streamflows is vital for planning water resource systems. In this study, a stochastic model of the mean monthly streamflows at 2154 A?a?ιka?dariç Gauging Station on Karasu River was constructed. Studies were carried out using data from the water yearbooks published by chk later onEIE. The modelling procedure for streamflows with constant coefficient autoregressive moving average (ARMA) models was given in detail and indicated models were constructed. Analysis with streamflows at 2154 A?a?ιka?dariç Gauging Station showed that the autoregressive (AR) (1) model is the most appropriate model among the competing models. While selecting the most efficient model the Akaike information criterion (AIC) was used. The Port–Manteau test showed that residuals are white noise series. Using the AR(1) model, 100 synthetic series were generated and the time series generated were found to have the same statistical parameters (monthly mean, monthly standard deviation and autocorrelation) as historic time series within 95% confidence intervals. 相似文献
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气象参数是建筑能耗模拟的基础,随着全球气候异常变暖,必将对建筑采暖和空调能耗产生重要影响.进行未来气候条件下的建筑能耗模拟,必须首先开展未来模拟气象参数的研究.根据TMY2模拟气象参数模式提出了节能分析气象年(AEEMY)模拟气象参数模式.使用了3个气候模型预测了中国建筑热工分区代表城市未来2021-2050的30 a气象参数.使用AEEMY模式得到了1971-2000年和2021-2050年代表城市的建筑能耗模拟气象参数.应用DOE2模拟软件对中国各气候区的居住建筑在2种气候条件下进行了建筑能耗模拟.验证了该模拟气象数据模式的有效性和可行性. 相似文献
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The occurrence of perchlorate in the Tone River Basin was investigated using an ion chromatograph (IC) coupled with a tandem mass spectrometer (MS/MS). Perchlorate was found at high concentrations in the upper Tone River and its tributary, Usui River, and the maximum concentrations were 340 and 2300 microg/L, respectively. The possible sources of perchlorate in two areas were attributable to industrial effluents. In case of the upper Tone River, perchlorate concentration in an effluent was 1100 microg/L and its concentrations in a tributary (or waterway) directly downstream of the outlet of the effluent ranged from 44 to 1500 microg/L. In case of the Usui River, perchlorate concentration in another effluent was 15,000 microg/L and its concentrations downstream of the outlet of the effluent were 1100-3900 microg/L. Due to the discharge of perchlorate in the upper Tone River Basin, perchlorate concentrations in the river waters of the middle and lower Tone River Basin were generally 10-20 microg/L. Perchlorate concentrations in 30 tap water samples were investigated. Water sources of three tap water samples were other than the Tone River Basin and their perchlorate concentrations were 0.16-0.87 microg/L. On the other hand, water sources of the remaining 27 samples were the upper, middle and lower Tone River Basin and their perchlorate concentrations were 0.06-37 microg/L. Perchlorate concentrations were more than 1 microg/L in 19 tap water samples and more than 10 microg/L in 13 samples. It was shown that tap waters in the Tone River Basin were widely contaminated with perchlorate. To our knowledge, this study was the first to report on perchlorate contamination of environmental and drinking waters in Japan. 相似文献