基于Sentinel-2与随机森林算法的太湖水生植被分布监测

基于2018—2021年太湖地区哨兵2号（Sentinel-2）卫星遥感影像和随机森林算法,结合植被敏感指数,开展太湖水生植被分布监测,综合分析了水生植被的时空变化特征,初步揭示了太湖水生植被的动态变化。结果表明,太湖水生植被分布面积有逐年上升的趋势,且年间变化具有明显的单峰型特征,表现为春季沉寂,夏季快速增长,秋季达到暴发期,冬季面积开始减退;太湖水生植被主要分布于东太湖、东部沿岸和贡湖,类型以沉水植被为主,其中浮叶植被主要分布于东太湖,挺水植被主要分布于东太湖沿岸的浅水区域;沉水植被主要分布于东部沿岸和贡湖;水生植被主要分布的东太湖水域,其水质总体优于太湖其他水域。     

The effect of heating temperature of thin film transistor-liquid crystal display (TFT-LCD) optical waste glass as a partial substitute partial for clay in eco-brick

In order to fulfill the current WEEE directives, the traditional approach to manage thin film transistor-liquid crystal display (TFT-LCD) waste glass is inadequate. It is a serious opportunity to achieve resource conservation, reduction, stabilization and safety of management of TFT-LCD in the near future. To assist in achieving these goals, this study investigated the sintering characteristics and material properties of TFT-LCD waste glass, which can be pulverized and ground and subsequently blended with clay, at various substitution levels (0–40%) and finally fired from 800 °C to 1000 °C to make eco-brick. The brick thus produced was analyzed to determine variations in weight losses on ignition, 24-h absorption, bulk density, shrinkage, compressive strength and microstructure changes. The results for specific gravity, water adsorption, and compressive strength revealed that bricks made from mixtures containing TFT-LCD waste glass met the general requirements for bricks. The advantages of less water absorption, less weight loss on ignition, and a gain in compressive strength in the clay-TFT-LCD waste glass bricks should encourage the use of TFT-LCD waste glass as a brick additive.     

我校建立灾害经济学学科的重要性

本文回顾了灾害经济学的发展历程,分析了灾害经济学的理论框架及与其他学科的关系,从经济学的角度阐述了建立这一学科的必要性,并探讨了建立这一学科的基础条件.全文从经济学的角度阐述了建立这一学科的必要性.并探讨了建立这一学科所要研究的理论知识.     

水质对UV/H_2O_2降解2,4-二氯酚的影响

研究了UV/H2O2工艺对2,4-二氯酚(2,4-DCP)的去除效果和水中阴离子、腐殖酸对该工艺降解2,4-DCP的影响。结果表明:UV/H2O2工艺可以有效的去除水中2,4-DCP,光降解过程符合一级反应动力学模型;在H2O2投加量为8mg/L,1个30W低压汞灯照射下,2,4-DCP在蒸馏水和自来水中光降解速率常数分别为0.0232/min和0.0162/min;NO3-、Cl-、HCO3-对2,4-DCP光降解有抑制作用;当3种离子浓度为0.5mmol/L、10mmol/L、20mmol/L时,对2,4-DCP光降解的抑制程度为HCO3->NO3->Cl-;随着离子浓度增大,抑制作用增强;自来水中的光降解速率常数低于蒸馏水中的光降解速率常数是由于水中多种离子影响的结果;腐殖酸在低浓度时,促进光降解反应的进行,在高浓度时,2,4-DCP的光降解氧化受到抑制。     

旅游环境影响研究进展与启示

旅游环境影响是旅游环境和旅游影响研究中的重要内容,可为旅游区环境资源保护与管理提供基本依据,对生态旅游及可持续旅游的发展具有重要意义。为探讨旅游环境影响研究中存在的问题及发展方向,在参阅大量研究文献的基础上,从研究进程、研究内容、研究方法和研究结果等方面论述了国外旅游环境影响研究进展,对国内旅游环境影响研究按时间进展进行了评述。从旅游环境影响发展及研究现状来看,丰富和深化研究内容、扩展研究尺度、改进研究方法与技术,加强应用性研究等将是未来一定时期内旅游环境影响研究的主题;国内旅游环境影响研究应在借鉴国外先进研究方法与研究成果的基础上,结合国内实际,扩展研究领域,改进研究方法、加强实证研究和管理应用研究。     

小井眼双阶梯水平井摩阻分析及降摩阻技术

阶梯水平井作为一种特殊水平井,是开采低渗透、薄油藏的有效途径,然而,针对小井眼双阶梯水平井,由于钻具重量有限,定向滑动钻进过程中,钻压的施加极为困难,直接关系到钻井安全。分析了小井眼双阶梯水平井摩阻产生的原因,形成了以改善接触正压力和摩擦系数为主的小井眼双阶梯水平井降摩阻配套技术,并进行了现场应用。结果表明,通过简化井身结构,增加下部钻具的柔性,改善钻具与井眼之间的间隙,优化井眼轨道类型、靶前位移及造斜率,采用强抑制低摩阻低伤害暂堵钻井液体系等配套技术措施,可降低钻井过程中的摩阻,在确保安全钻井情况下,能有效地提高机械钻速,成功实现地质钻探目的,平均砂岩钻遇率为70.4%,为小井眼双阶梯水平井提供借鉴作用。     

三苯基锡对热带爪蟾胚胎的致畸效应

用于船舶防污漆和农作物杀菌剂的三苯基锡(TPT)对淡水生态环境具有潜在的危害.用1 ～6 μgSn/L的TPT对热带爪蟾(Xenopus tropicalis)胚胎从NF11/12阶段开始进行72h暴露.结果表明,6μgSn/L暴露组胚胎的存活率比对照组降低了83％,3.5 μgSn/L及以上质量浓度的TPT暴露使胚胎的体长减少16％～35％,2.25μgSn/L及以上质量浓度暴露组胚胎的总畸形率均达100％.畸形现象主要包括眼睛异常,躯干拉长,泄殖腔突出,鳍变窄或消失,尾巴弯曲和皮肤色素减少等.在所有畸形表型中,TPT对鳍的影响最突出.暴露组胚胎的尾鳍宽度比对照组减少了17％ ～ 100％,并呈现明显的剂量效应关系.因此,TPT能抑制热带爪蟾胚胎的生长,并具有极强的致畸性,能特异性地阻碍爪蟾鳍的形成.     

Is sledding safe? Beyond acute,traumatic injuries: Estimating the spine loads sustained by children while sledding

ObjectiveCompare acceleration level between two sleds used for downhill winter sliding. The hypotheses include (a) acceleration levels will differ significantly between sled types, (b) acceleration levels will be unsafe, (c) acceleration levels will not differ significantly between genders.DesignCross sectional study, within subject design. A cross correlation was used to verify similar terrain and path of travel between the two sleds. The trials with the highest correlation, between sleds, were then used in a t-test to analyze the differences in the mean, maximum, minimum, peak accelerations, average and maximum peak levels between the two sleds and genders. A one-way ANOVA evaluated the relationship among gender and all variables.SettingIn a randomized order, participants slid down the hill three times with one sled, followed by three times with the other. Acceleration was captured with a PBC piezoelectric accelerometer connected to a Larson Davis Human Vibration Meter 100.ParticipantsFive males and seven females, age 7–14 years, were recruited for this study. Participants were a sample of convenience.ResultsThe measured accelerations exceeded safe levels with values ranging from 1.07 m/s² to 1330 m/s² (mean = 241.97 m/s²). Two-tailed t-test showed no significant difference in acceleration between sleds. A one-way ANOVA determined that there is no significant difference between gender or sled for any measured variables.ConclusionAcceleration magnitudes did not differ significantly between sled types or between genders. Peak acceleration levels were determined to be unsafe, in particular with regard to the forces transmitted to the spine.     

The backend design of an environmental monitoring system upon real-time prediction of groundwater level fluctuation under the hillslope

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.     

Chemical forms and ecological risk of arsenic in the sediment of the Daliao River System in China

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.