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811.
812.
The groundwater level represents a critical factor to evaluate hillside landslides. A monitoring system upon the real-time
prediction platform with online analytical functions is important to forecast the groundwater level due to instantaneously
monitored data when the heavy precipitation raises the groundwater level under the hillslope and causes instability. This
study is to design the backend of an environmental monitoring system with efficient algorithms for machine learning and knowledge
bank for the groundwater level fluctuation prediction. A Web-based platform upon the model-view controller-based architecture
is established with technology of Web services and engineering data warehouse to support online analytical process and feedback
risk assessment parameters for real-time prediction. The proposed system incorporates models of hydrological computation,
machine learning, Web services, and online prediction to satisfy varieties of risk assessment requirements and approaches
of hazard prevention. The rainfall data monitored from the potential landslide area at Lu-Shan, Nantou and Li-Shan, Taichung,
in Taiwan, are applied to examine the system design. 相似文献
813.
The chemical forms and ecological risk of As were characterized in the sediment of the Daliao River System (DRS), which has
been affected by long-term intensive industrial, urban, and agricultural activities. Twenty-seven samples of surface sediment
were collected and analyzed for total As content and that of its chemical forms. The results indicated that the average total
As content in the sediment was 9.83 mg kg − 1 but that the levels ranged from 1.57 to 83.09 mg kg − 1. At the sites near cities, mining sites, and the estuary of the DRS, it is likely that adverse effects on aquatic organisms
occur, due to As levels in the sediment that are often higher than the threshold effect level and occasionally higher than
the probable effect level. A selectively sequential extraction indicated that the majority of As in the sediment was bound
to Fe oxides (62.1%), with moderate proportions of residual As (19.8%), specifically adsorbed As (17.9%), and a low proportion
of non-specifically adsorbed As (1.1%). In addition, the content of Fe in the sediment was positively and significantly correlated
with the contents of amorphous and crystalline Fe oxide-bound As, confirming the crucial role of Fe oxides in immobilizing
high amounts of As in superficial environments. The average molar ratio of As to Fe was 1.18 × 10 − 4 in the surface sediment of the DRS, similar to that of natural Fe oxides, but much lower than that of synthesized Schwertmannite.
Therefore, the release of As under reduced and low pH conditions can cause serious problems for water resources and for living
organisms. 相似文献
814.
Characterizing hydrochemical properties of springs in Taiwan based on their geological origins 总被引:1,自引:0,他引:1
This study was performed to characterize hydrochemical properties of springs based on their geological origins in Taiwan.
Stepwise discriminant analysis (DA) was used to establish a linear classification model of springs using hydrochemical parameters.
Two hydrochemical datasets—ion concentrations and relative proportions of equivalents per liter of major ions—were included
to perform prediction of the geological origins of springs. Analyzed results reveal that DA using relative proportions of
equivalents per liter of major ions yields a 95.6% right assignation, which is superior to DA using ion concentrations. This
result indicates that relative proportions of equivalents of major hydrochemical parameters in spring water are more highly
associated with the geological origins than ion concentrations do. Low percentages of Na + equivalents are common properties of springs emerging from acid-sulfate and neutral-sulfate igneous rock. Springs emerging
from metamorphic rock show low percentages of Cl − equivalents and high percentages of HCO3-_{3}^{-} equivalents, and springs emerging from sedimentary rock exhibit high Cl − /SO42-_{4}^{2-} ratios. 相似文献
815.
Yen-Chang Chen Jih-Hung Liu Jan-Tai Kuo Cheng-Fang Lin 《Environmental monitoring and assessment》2013,185(7):5653-5672
Reservoirs in Taiwan are inundated with nutrients that result in algal growth, and thus also reservoir eutrophication. Controlling the phosphorus load has always been the most crucial issue for maintaining reservoir water quality. Numerous agricultural activities, especially the production of tea in riparian areas, are conducted in watersheds in Taiwan. Nutrients from such activities, including phosphorus, are typically flushed into rivers during flooding, when over 90 % of the yearly total amount of phosphorous enters reservoirs. Excessive or enhanced soil erosion from rainstorms can dramatically increase the river sediment load and the amount of particulate phosphorus flushed into rivers. When flow rates are high, particulate phosphorus is the dominant form of phosphorus, but sediment and discharge measurements are difficult during flooding, which makes estimating phosphorus flux in rivers difficult. This study determines total amounts of phosphorus transport by measuring flood discharge and phosphorous levels during flooding. Changes in particulate phosphorus, dissolved phosphorus, and their adsorption behavior during a 24-h period are analyzed owing to the fact that the time for particulate phosphorus adsorption and desorption approaching equilibrium is about 16 h. Erosion of the reservoir watershed was caused by adsorption and desorption of suspended solids in the river, a process which can be summarily described using the Lagmuir isotherm. A method for estimating the phosphorus flux in the Daiyujay Creek during Typhoon Bilis in 2006 is presented in this study. Both sediment and phosphorus are affected by the drastic discharge during flooding. Water quality data were collected during two flood events, flood in June 9, 2006 and Typhoon Bilis, to show the concentrations of suspended solids and total phosphorus during floods are much higher than normal stages. Therefore, the drastic changes of total phosphorus, particulate phosphorus, and dissolved phosphorus in rivers during flooding should be monitored to evaluate the loading of phosphorus more precisely. The results show that monitoring and controlling phosphorus transport during flooding can help prevent the eutrophication of a reservoir. 相似文献
816.
用筛选试剂盒法对5个场地土壤样品中的多氯联苯(PCBs)进行了快速筛选检测,并用气相色谱-质谱法对筛选结果进行了验证。结果表明,筛选试剂盒法的筛选结果准确,但是个别样品测试结果偏高,其原因可能是样品中其他含氯有机物的干扰所致。 相似文献
817.
818.
819.
以2种典型的污染排放源(点污染源和线污染源)为基础,提出排污窗口的概念,通过参数转换分解源强对污染扩散进行研究。首先在高斯污染扩散模型的基础上,对非持续性污染源强建模,然后以某烟囱的周期性排污分析,检验排污窗口设置的合理性。对于单双号限行的窗口性质的污染排放研究中,首先对交通流建立线污染扩散模型,然后融合元胞自动机(9元胞互影响)模拟区域多角度污染的扩散平衡,最后对"单双号限行"下北京市不同区域空气质量指标进行分析与仿真。分析结果表明,合理的排污窗口能够减轻污染程度及对人们日常生活的影响。 相似文献
820.
2013年春夏季莱州湾海水环境要素特征和富营养化评估 总被引:1,自引:0,他引:1
根据2013年5(春季)、8月(夏季)莱州湾海水环境要素的调查资料,采用富营养化指数、潜在性富营养化评价模式和灰色聚类分析方法研究环境要素特征和评估海水富营养化状况。结果表明,无机氮是莱州湾水质的主要污染要素,春夏季的N/P平均值分别为100.76、117.84,潜在性富营养化评价模式结果表明,春夏季各站位的营养级均只包括ⅣP、ⅥP两类,磷限制为莱州湾的营养盐结构特征;富营养化指数评价结果表明,春季和夏季E>1站位比例分别为65%、20%;灰色聚类分析结果表明,春季Ⅱ级、Ⅲ级的站位比例分别为95%、5%,夏季Ⅱ、Ⅲ级的站位比例分别为70%、25%,Ⅱ级中的部分站位具有较大潜在富营养化风险。 相似文献