Investigation of the hydrodynamic behavior of diatom aggregates using particle image velocimetry

The hydrodynamic behavior of diatom aggregates has a significant influence on the interactions and flocculation kinetics of algae. However, characterization of the hydrodynamics of diatoms and diatom aggregates in water is rather difficult. In this laboratory study, an advanced visualization technique in particle image velocimetry (PIV) was employed to investigate the hydrodynamic properties of settling diatom aggregates. The experiments were conducted in a settling column filled with a suspension of fluorescent polymeric beads as seed tracers. A laser light sheet was generated by the PIV setup to illuminate a thin vertical planar region in the settling column, while the motions of particles were recorded by a high speed charge-coupled device (CCD) camera. This technique was able to capture the trajectories of the tracers when a diatom aggregate settled through the tracer suspension. The PIV results indicated directly the curvilinear feature of the streamlines around diatom aggregates. The rectilinear collision model largely overestimated the collision areas of the settling particles. Algae aggregates appeared to be highly porous and fractal, which allowed streamlines to penetrate into the aggregate interior. The diatom aggregates have a fluid collection efficiency of 10%-40%. The permeable feature of aggregates can significantly enhance the collisions and flocculation between the aggregates and other small particles including algal cells in water.     

基于决策树的城市黑臭水体遥感分级

水体黑臭程度遥感监测是了解城市水质现状和综合评价城市水环境治理效果的重要手段.以南京、常州、无锡和扬州为研究区,共采集171个样点,同步测量水质参数和光学参数,分析黑臭水体与一般水体的水色和光学特征,构建决策树模型进行重度黑臭水体、轻度黑臭水体和非黑臭水体（记为一般水体）识别.结果表明：①根据色度可将水体分为1~6类水体,其中,类型1~4为黑臭水体,分别为灰黑色、深灰色、灰色和浅灰色水体,类型5和类型6水体为一般水体,分别为绿色系和黄色系水体;②类型1水体的非色素颗粒物和有色可溶性有机物含量高,但色素颗粒物的吸收并不占主导,类型2和5水体的吸收以色素颗粒物吸收占主导,类型3、4和6水体的吸收以非色素颗粒物吸收占主导;③根据六类水体的反射光谱差异用黑臭水体差值指数（difference of black-odorous water index,DBWI）、三波段面积水体指数（green-red-nir area water index,G-R-NIR AWI）、绿光波段反射率和归一化黑臭水体指数（normalized difference black-odorous water index,NDBWI）构建的水体分类识别决策树,能够有效识别出重、轻度黑臭水体和一般水体;④将决策树模型应用于2019年4月9日扬州的PlanetScope影像上,并利用10个同步过境点进行验证,整体识别精度达到80.00%,K值达到0.67.通过水色分类后的城市水体分级模型方法,可推广应用于类似的水体,为黑臭水体监管提供技术方法.     

遥感技术在基层环境监测单位的常见应用

卫星遥感成为环境监测的新手段,基层环保部门由于受技术装备、知识储备、资金的限制,只能开展部分工作。文章介绍了常见的数据源,基层单位可开展的常见工作及取得的工作经验。期望为广大环保基层单位在现有条件下开展遥感环境监测工作提供参考。     

A spatial-statistical approach for modeling the effect of non-point source pollution on different water quality parameters in the Velhas river watershed--Brazil

In this article, a methodology for evaluating the effect of land use/land cover on the quality of nearby stream water in a semiarid environment is described and tested on a large watershed in Southeastern Brazil. The approach aims at identifying the width of the riparian area having the strongest effect on different water quality parameters. The land use/land cover data were generated from remotely sensed data while water quality point data were supplied by a government agency. Testing was conducted for both the rainy and dry seasons in an effort to understand the direct effect of surface runoff. The approach combines cartographic modelling using a geographical information system (GIS) and statistics to establish the strength of the relationship between water quality, land use and the distance from the stream. Results suggest a strong relationship between land use/land cover and turbidity, nitrogen and fecal coliforms. They also suggest that each of these parameters has a unique behavior when distance from the stream is considered. Finally, although it was expected that the models would apply better during the wet season, some parameters had the opposite behavior and displayed a better fit during the dry season.     

海南东寨港红树林湿地面积变化及其驱动力分析

本文分析了海南省东寨港红树林湿地的面积变化及其驱动力。结合早期地形图和实地调查数据，利用3个时相的TM遥感图片，计算出1959年、1989年、1996年、2002年4个时相的红树林面积分别为3213．8hm^2、1657．8hm^2、2018．8hm^2和1552．6hm^2。在过去的近50年里，有近50％的天然红树林被毁掉，红树林湿地被转换为经济林种植田、水产养殖塘、城镇基础设施建设用地等。自1980年成立红树林自然保护区以来，红树林得到了一定程度的保护，1989年到1996年图像对比上红树林面积增加了361．0hm^2。近年来，旅游业的开发对红树林生态系统存在一定程度的干扰。2002年，红树林面积相对于1996年减少了566．2hm^2。此外，红树林斑块的空间格局和树种的构成发生了变化，红树林群落植物多样性明显减弱。在综合分析基础上，根据生态系统综合管理的思想。提出了建立高水平的管理研究队伍，采用先进的管理技术和手段，综合管理红树林生态系统。     

Soil erosion and non-point source pollution impacts assessment with the aid of multi-temporal remote sensing images

Soil erosion associated with non-point source pollution is viewed as a process of land degradation in many terrestrial environments. Careful monitoring and assessment of land use variations with different temporal and spatial scales would reveal a fluctuating interface, punctuated by changes in rainfall and runoff, movement of people, perturbation from environmental disasters, and shifts in agricultural activities and cropping patterns. The use of multi-temporal remote sensing images in support of environmental modeling analysis in a geographic information system (GIS) environment leading to identification of a variety of long-term interactions between land, resources, and the built environment has been a highly promising approach in recent years. This paper started with a series of supervised land use classifications, using SPOT satellite imagery as a means, in the Kao-Ping River Basin, South Taiwan. Then, it was designed to differentiate the variations of eight land use patterns in the past decade, including orchard, farmland, sugarcane field, forest, grassland, barren, community, and water body. Final accuracy was confirmed based on interpretation of available aerial photographs and global positioning system (GPS) measurements. Finally, a numerical simulation model (General Watershed Loading Function, GWLF) was used to relate soil erosion to non-point source pollution impacts in the coupled land and river water systems. Research findings indicate that while the decadal increase in orchards poses a significant threat to water quality, the continual decrease in forested land exhibits a potential impact on water quality management. Non-point source pollution, contributing to part of the downstream water quality deterioration of the Kao-Ping River system in the last decade, has resulted in an irreversible impact on land integrity from a long-term perspective.     

大型会展对举办地旅游形象的提升路径及效应分析——以上海世博会为例

大型会展对提升举办地旅游形象效应成为旅游学界当前关注的热点。以上海世博会为例,采用案例分析法和文献研究法,在分析过程中结合定量分析和定性分析,研究大型会展对旅游地的形象效应。研究表明,上海世博会主要通过聚焦作用下的旅游形象建设、光晕遮蔽作用下的网络宣传、世博宣传片与上海旅游形象联手营销、旅游企业的积极行为以及政府的支持与配合等5种途径提升上海都市商务会展、都市文化、都市休闲等旅游形象,提出利用大型会展的聚焦作用和光晕遮蔽作用提高举办地知名度,将大型会展宣传与举办地旅游形象宣传相结合,将大型会展建设融人到城市的旅游形象建设之中等3个方面提高旅游地形象。     

浅析物联网在环保产业中的应用

随着国际经济的迅速发展,物联网技术的发展呈现出不可阻挡的势头。本文阐述了物联网的概念和发展趋势,并从环保产业领域切入,探讨了物联网技术在环保产业领域的应用意义,通过物联网技术在环保产业中的应用案例,指出物联网技术在环保产业上的应用与发展是必然趋势。     

Artificial neural network model for identifying taxi gross emitter from remote sensing data of vehicle emission

Vehicle emission has been the major source of air pollution in urban areas in the past two decades. This article proposes an artificial neural network model for identifying the taxi gross emitters based on the remote sensing data. After carrying out the field test in Guangzhou and analyzing various factors from the emission data, the artificial neural network modeling was proved to be an advisable method of identifying the gross emitters. On the basis of the principal component analysis and the selection of algorithm and architecture, the Back-Propagation neural network model with 8-17-1 architecture was established as the optimal approach for this purpose. It gave a percentage of hits of 93%. Our previous research result and the result from aggression analysis were compared, and they provided respectively the percentage of hits of 81.63% and 75%. This comparison demonstrates the potentiality and validity of the proposed method in the identification of taxi gross emitters.