Multivariate adaptive regression splines for estimating riverine constituent concentrations     

Hong Huang  Xiaoliang Ji  Fang Xia  Shuhui Huang  Xu Shang  Han Chen  Minghua Zhang  Randy A. Dahlgren  Kun Mei 《水文研究》2020,34(5):1213-1227

Regression-based methods are commonly used for riverine constituent concentration/flux estimation, which is essential for guiding water quality protection practices and environmental decision making. This paper developed a multivariate adaptive regression splines model for estimating riverine constituent concentrations (MARS-EC). The process, interpretability and flexibility of the MARS-EC modelling approach, was demonstrated for total nitrogen in the Patuxent River, a major river input to Chesapeake Bay. Model accuracy and uncertainty of the MARS-EC approach was further analysed using nitrate plus nitrite datasets from eight tributary rivers to Chesapeake Bay. Results showed that the MARS-EC approach integrated the advantages of both parametric and nonparametric regression methods, and model accuracy was demonstrated to be superior to the traditionally used ESTIMATOR model. MARS-EC is flexible and allows consideration of auxiliary variables; the variables and interactions can be selected automatically. MARS-EC does not constrain concentration-predictor curves to be constant but rather is able to identify shifts in these curves from mathematical expressions and visual graphics. The MARS-EC approach provides an effective and complementary tool along with existing approaches for estimating riverine constituent concentrations.  相似文献   

Experimental study on the hydrological performance of green roofs in the application of novel biochar     

Shan Huang  Ankit Garg  Guoxiong Mei  Disheng Huang  Rahul Balaji Chandra  Shaji Gayathri Sadasiv 《水文研究》2020,34(23):4512-4525

Biochar has the potential to be a soil amendment in green roofs owing to its water retention, nutrient supply, and carbon sequestration application. The combined effects of biochar and vegetated soil on hydraulic performance (e.g., saturated hydraulic conductivity, retention and detention, and runoff delay) are the crucial factor for the application of the novel biochar in green roofs. Recent studies investigated soil water potential (i.e., suction) either on vegetated soil or on biochar-amended soil but rarely focused on their integrated application. With the purpose of investigating the hydraulic performance of green roofs in the application of biochar, the combined effect of biochar and vegetated soil on hydrological processes was explored. Artificial rainfall experiments were conducted on the four types of experimental soil columns, including natural soil, biochar-amended soil, vegetated natural soil, and vegetated biochar-amended soil. The surface ponding, bottom drainage and the volumetric water content were measured during the rainfall test. Simulation method by using HYDRUS-1D was adopted for estimating hydraulic parameters and developing modelling analysis. The results indicated that the saturated hydraulic conductivity of vegetated soil columns were higher than bare soil columns. The addition of biochar decreased the saturated hydraulic conductivity, and the magnitude of decrease was much significant in the case of vegetated soil. The influence of vegetation on permeability is more prominent than biochar. The vegetated biochar-amended soil has the highest retention and detention capacity, and shows a preferable runoff delay effect under heavy rain among the four soil columns. The results from the present study help to understand the hydrological processes in the green roof in the application of biochar, and imply that biochar can be an alternative soil amendment to improve the hydraulic performance.  相似文献   

Psammoma bodies in two types of human ovarian tumours: a mineralogical study     

Meng Fanlu  Wang Changqiu  Li Yan  Lu Anhuai  Mei Fang  Liu Jianying  Du Jingyun  Zhang Yan 《Mineralogy and Petrology》2015,109(3):357-365

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淮南迪沟采煤沉陷区湖泊后生浮游动物群落结构及其影响因子   总被引：1，自引：0，他引：1  

林志  万阳  徐梅  汪晨琛  吴奇丽  周忠泽 《湖泊科学》2018,30(1):171-182

2015年8月-2016年6月对安徽省迪沟采煤沉陷区湖泊后生浮游动物群落结构及环境因子进行了调查,研究了其群落结构及与环境因子的关系.共发现后生浮游动物16科27属53种,其中轮虫38种,枝角类9种,桡足类6种,优势种为萼花臂尾轮虫(Brachionus calyciflorus)、角突臂尾轮虫(B.angularis)、蒲达臂尾轮虫(B.budapestiensis)、针簇多肢轮虫(Polyarthra trigla)、曲腿龟甲轮虫(Keratella valga)、螺形龟甲轮虫(K.cochlearis)、长额象鼻溞(Bosmina longirostris)和透明温剑水蚤(Thermocyclops hyalinus).密度和生物量平均值分别为965.00±541.91 ind./L和3.42±2.17 mg/L.密度峰值出现在2015年2月,而生物量峰值出现在10月,最低值均出现在12月.后生浮游动物密度的空间分布呈现西低东高的趋势,而生物量空间分布呈现西高东低的趋势.Shannon-Wiener多样性指数、Margalef丰富度指数和Pielou均匀度指数分别为2.07~3.22、0.83~1.72和0.67~0.80.冗余分析及Pearson相关性分析结果表明,浮游植物生物量、水温、营养盐等是影响后生浮游动物群落结构的主要因子.综合理化指标、营养状态指数、后生浮游动物优势种及生物多样性指数结果表明,迪沟采煤沉陷区湖泊已处于轻度富营养状态.  相似文献   

早期宫颈癌3.0T MRI术前评估与术后病理对照研究          下载免费PDF全文

许美  高义军  吴艳丽  刘春兰  何平  王健  范淑英  周晓玲  李淑华  刘景旺 《CT理论与应用研究》2018,27(1):55-61

目的:探讨早期宫颈癌3.0 T高场强磁共振成像（MRI）术前评估的临床应用价值。方法:回顾性分析我院20例经手术证实的早期宫颈癌（临床分期为Ⅰb和Ⅱa期）的3.0 T高场强MRI影像资料，并将其与术后病理结果对照，分析3.0 T高场强MRI对早期宫颈癌术前评估的准确率。结果:早期宫颈癌表现为宫颈部实性肿物T₁WI低信号14例（14/18）、T₂WI高信号10例（10/18），15例（15/18）肿瘤病灶比正常宫颈肌层强化时间早（4±2.1）s，13例（13/18）肿瘤病灶时间-信号曲线（TIC）呈快速上升-缓慢下降型，术前评估分期准确率约为88.3%。结论:3.0 T高场强MRI对早期宫颈癌的诊断具有明显的临床应用价值，为选择最佳治疗方案提供参考。   相似文献   

Numerical Analysis of Groundwater Ridging Processes Considering Water‐Air Flow in a Hillslope          下载免费PDF全文

Yong Ge Zang  Dong Mei Sun  Ping Feng  Stephan Semprich 《Ground water》2018,56(4):594-609

In this study, a water‐air two‐phase flow model was employed to investigate the formation, extension, and dissipation of groundwater ridging induced by recharge events in a hypothetical hillslope‐riparian zone, considering interactions between the liquid and gas phases in soil voids. The simulation results show that, after a rain begins, the groundwater table near the stream is elevated instantaneously and significantly, thereby generating a pressure gradient driving water toward both the stream (the discharge of groundwater to the stream) and upslope (the extension of groundwater ridging into upslope). Meanwhile, the airflow upslope triggered by the advancing wetting front moves downward gradually. Therefore, the extension of groundwater ridging into upslope and the downward airflow interact within a certain region. After the rain stops, groundwater ridging near the stream declines quickly while the airflow in the lower part of upslope is still moving into the hillslope. Thus, the airflow upslope mitigates the dissipation of groundwater ridging. Additionally, the development of groundwater ridging under different conditions, including rain intensity, intrinsic permeability, capillary fringe height, and initial groundwater table, was analyzed. Changes in intrinsic permeability affect the magnitude of groundwater ridging near the stream, as well as the downward speed of airflow, thereby generating highly complex responses. The capillary fringe is not a controlling factor but an influence factor on the formation of groundwater ridging, which is mainly related to the antecedent moisture. It was demonstrated that groundwater ridging also occurs where an unsaturated zone occurs above the capillary fringe with a subsurface lateral flow.  相似文献   

One-dimensional consolidation of soil under multistage load based on continuous drainage boundary     

Yi--> Tian  Wenbing Wu  Guosheng Jiang  M. Hesham El Naggar  Guoxiong Mei  Meijuan Xu  Rongzhu Liang 《国际地质力学数值与分析法杂志》2020,44(8):1170-1183

In engineering practice, a rapid loading rate can result in ground failure when the strength of soft soils is relatively low, and a multistage loading scheme is always utilized to deal with this situation. Firstly, under a multistage load and the continuous drainage boundary, an analytical solution of excess pore-water pressure and consolidation degree is obtained by virtue of the superposition formula of excess pore-water pressure, and a more general continuous drainage boundary under arbitrary time-dependent load is developed. Then, a comparison with existing analytical solutions is conducted to verify the present solution. A preliminary attempt on applying the continuous drainage boundary into the finite element model is made, and the feasibility of the numerical model for the one-dimensional consolidation under the continuous drainage boundary is verified by comparing the results calculated by FEM with that from present analytical solution. Finally, the consolidation behavior of soil is investigated in detail for different int erface parameters or loading scheme. The results show that, in land reclamation projects, a horizontal drain should be placed close to the boundary with a smaller interface parameter to improve the consolidation efficiency. The degree of consolidation is also related to the applied time-dependent load and interface parameters.  相似文献   

黔南坳陷下石炭统打屋坝组页岩气地质条件及勘探前景     

苑坤  方欣欣  王婷  陈榕  林拓  覃英伦  卢树藩  罗香建 《地质论评》2020,66(S1):115-116

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川西高原地区岩石中硒的地球化学特征和影响因素   总被引：1，自引：0，他引：1  

杨妍萍  刘晓端  刘久臣  汤奇峰  孟拓  朱晓华 《岩矿测试》2020,39(1):115-126

川西高原土壤、水体等多种介质研究表明,该地区的硒含量偏低,天然土壤剖面硒为0.06～0.16μg/g,表层土壤中硒含量为0.075～0.204μg/g,沉积物中硒含量为0.069～0.310μg/g,地表水中硒含量为nd～0.096μg/L,地下水中硒含量为nd～0.058μg/L,均低于我国相应环境介质中硒的平均含量,影响到当地人体健康。本文采集川西高原地区80件岩石样品,同时采集6套岩心样品,这些样品主要以板岩、砂岩、灰岩和页岩为主。采用原子荧光光谱法(AFS)测定硒含量,研究川西高原阿坝地区岩石与岩心样品中硒的地球化学特征和低硒的影响因素。结果表明:岩石硒含量范围为0.030～0.282μg/g,平均值0.09μg/g,低于硒土壤背景值。不同类型岩石中的硒含量大小为:页岩灰岩板岩砂岩。岩石中硒含量在不同地区也表现出较大的差异:松潘阿坝壤塘马尔康九寨沟若尔盖红原,可能是受到岩石类型及有机质和地质环境的影响所致。岩心各剖面的硒含量最小值为0.02～0.07μg/g,最大值为0.21～0.34μg/g,平均值为0.06～0.17μg/g,各钻孔的硒含量明显低于硒的地壳丰度。本研究认为,硒的分布受地质环境、有机质、岩石致密性等条件限制,低硒的地质环境是导致岩石中的硒含量较低的最主要因素。  相似文献   

基于GridMet模型的浙江省温湿指数空间分布及地形影响分析     

施国萍  何永健  张眉  邱新法  曾燕 《地球信息科学学报》2019,21(12):1923-1933

温湿指数是气候舒适度评价模型之一,通过温度与湿度的组合反映人体与周围环境的热量交换,本文利用2003-2018年浙江省及其周边71个气象站点月平均气温、地面水汽压数据,以及MODIS水汽产品,基于GridMet模型模拟了浙江省各月温湿指数空间分布（100 m×100 m）,分析了浙江省温湿指数随地形因子（海拔、坡度、坡向）变化的特征;讨论了各地形因子对温湿指数空间分布的影响程度。结果表明：① 海拔、坡度、坡向3个地形因子中,1月温湿指数随坡向的变化最大,7月最小;② 同坡向上,坡度变化对1月温湿指数影响较大,而海拔变化则是对7月影响最大;③ 南坡1月温湿指数随海拔和坡度增加均略为增加,南坡其他月份及北坡各月均为随海拔和坡度增加温湿指数减小;④ 北坡相对于南坡而言,海拔和坡度对温湿指数的影响更为明显。浙江大部分山区由于地形影响,夏季较为“舒适”,适宜建立避暑消夏的旅游项目。  相似文献