基于MATLAB的BP神经网络模型在漠阳江水质评价中的应用研究

为提高水质评价的准确性,基于MATLAB及人工神经网络理论,采用误差反向传播的BP算法建立漠阳江水质评价模型,充分利用神经网络的非线性映射特性,取7项常规地表水水质评价指标对漠阳江水质进行评价,并将BP神经网络评价结果与单因子评价法及综合指数法的评价结果进行比较,网络运行结果表明一致效果良好.同时较传统的水质评价方法,该网络具有较高的识别精度,提高了水质评价等级的准确性,使评价的结果更具有科学性.     

Dry deposition velocity of total suspended particles and meteorological influence in four locations in Guangzhou, China

Dry deposition velocity of total suspended particles (TSP) is an effective parameter that describes the speed of atmospheric particulate matter deposit to the natural surface. It is also an important indicator to the capacity of atmosphere self-depuration. However, the spatial and temporal variations in dry deposition velocity of TSP at different urban landscapes and the relationship between dry deposition velocity and the meteorological parameters are subject to large uncertainties. We concurrently investigated this relationship at four different landscapes of Guangzhou, from October to December of 2009. The result of the average dry deposition velocity is (1.49 ± 0.77), (1.44 ± 0.77), (1.13 ± 0.53) and (1.82 ± 0.82) cm/sec for urban commercial landscape, urban forest landscape, urban residential landscape and country landscape, respectively. This spatial variation can be explained by the difference of both particle size composition of TSP and meteorological parameters of sampling sites. Dry deposition velocity of TSP has a positive correlation with wind speed, and a negative correlation with temperature and relative humidity. Wind speed is the strongest factor that affects the magnitude of TSP dry deposition velocity, and the temperature is another considerable strong meteorological factor.We also find out that the relative humidity brings less impact, especially during the dry season. It is thus implied that the current global warming and urban heat island effect may lead to correlative changes in TSP dry deposition velocity, especially in the urban areas.     

Shellac-coated iron oxide nanoparticles for removal of cadmium(II) ions from aqueous solution

This study describes a new effective adsorbent for cadmium removal from aqueous solution synthesized by coating a shellac layer, a natural biodegradable and renewable resin with abundant hydroxyl and carboxylic groups, on the surface of iron oxide magnetic nanoparticles. Transmission Electron Microscopy (TEM) imaging showed shellac-coated magnetic nanoparticle (SCMN) adsorbents had a core-shell structure with a core of 20 nm and shell of 5 nm. Fourier Transform Infrared Spectroscopic analysis suggested the occurrence of reaction between carboxyl groups on the SCMN adsorbent surface and cadmium ions in aqueous solution. Kinetic data were well described by pseudo second-order model and adsorption isotherms were fitted with both Langmuir and Freundlich models with maximum adsorption capacity of 18.80 mg/g. SCMN adsorbents provided a favorable adsorption capacity under high salinity conditions, and cadmium could easily be desorbed using mild organic acid solutions at low concentration.     

总氮总磷在线自动监测仪的现状与问题

总氮总磷在线自动监测仪已在中国水质自动监测系统中得到广泛应用。其生产厂家日趋成熟、相关标准逐步出台、仪器性能基本达标。但在实际应用过程中,该仪器仍有许多问题需要进一步认识与改进。从测定方法、国家标准、前处理、自动标定、检出限等几个方面,分析了该仪器存在的问题,并提出了相关建议。     

东大别地区重大地震事件深部地壳结构特征

本文应用东大别地区层析成像研究结果,对研究区重大地震事件的深部地壳结构特征进行了研究,结果表明：霍山地区的2次MS≥6.0级地震在深部地壳结构上具有一定的相似性;1970年以来的12次MS≥4.0地震在25 km深度的地壳速度结构特征比较接近。     

黑龙江省某市矿泉水水质的健康风险评价

目的:明确黑龙江某市泉水水质所包含的主要成分,对可能存在的超标物质进行健康风险评价,提出治理建议。方法:采用《生活饮用水卫生标准》(GB5749-2006)和《地下水质量标准》(GB/T14848-93)Ⅲ类标准对泉水水质进行监测和判定,采用NAS提出的四步法模式对泉水进行健康风险评价。结果:矿泉水中除含有钙、钾、钠等常见元素外还包含偏硅酸、锂、锶、硒等微量元素,在6例样品中发现1例砷含量超标,5例氟含量超标,砷的最大浓度为0.02mg/L,氟的最大浓度为1.41mg/L。经计算,砷的超额健康风险值为:4.34×10-5,氟为:0.25×10-6。结论:泉水中含有有益健康的微量元素,作为销售矿泉水饮用,水中的砷和氟化物不会对人体产生超额的健康风险。考虑到部分人群可能会将此矿泉水作为生活用水使用,建议矿泉水生产企业在该泉水出厂前对其进行降氟处理。     

雅鲁河呼伦贝尔段大型底栖动物群落结构特征及水质生物学评价

在呼伦贝尔市境内雅鲁河流域设置12个点位采集大型底栖动物进行调查研究并对水质状况进行生物学评价。共采集到底栖动物24种,隶属于8目22科,其中水生昆虫19种,占总数79.2%,各点位种类不丰富。各点位优势种不同,但基本都以对水质敏感类群和中等耐污类群为主。各点位密度和生物量差异较大,底栖动物平均密度为89~493ind/m2,平均生物量为0.42~11.69g/m2。调查区域大型底栖动物以集食者和捕食者种类较多,分别为6种;各功能摄食类群分布受空间资源位的限制。Shannon-Wiener多样性指数评价结果为上游点位水质为轻-中污染型,下游点位水质为中-重污染型,BI指数评价结果显示除南大河水质为中度污染外,其余点位水质均为清洁。     

小麦-玉米轮作体系农田氮素淋失特征及氮素表观平衡

连续6年采用渗漏计法研究了不同施氮处理下陕西关中小麦-玉米轮作区农田土壤90 cm深度处氮素(N)淋失特征和土壤-作物体系氮素表观平衡状况.结果表明:该地区农田氮素淋溶主要发生在降雨量较多的玉米季,且集中在8月和9月.监测期内,TN和NO-3-N年平均流失量分别为2.72~23.07 kg·hm-2和1.53~18.72 kg·hm-2,年流失率分别为0.65%~3.44%和0.82%~3.32%,且年总氮、硝态氮流失量均随年施氮量增加呈指数增加.氮素淋失形态中,NO-3-N比例较高,可占总氮淋失量的56.00%~81.00%,且随着氮肥用量的降低,其占总氮淋失量的比例也随之减小.可见,施氮量的大小在一定程度上会影响淋失液中各形态氮的比例.氮素表观平衡结果显示,随着施氮量提高,氮素在土壤中的残留和表观氮盈余均呈现指数增加趋势.长期施氮条件下,土壤-作物体系氮素表观损失率的幅度为32.60%~55.20%,土壤表观残留率为-0.17%~8.20%.多年监测结果表明,优化施氮模式下,作物不仅可以获得较高的产量和氮肥利用率,农田氮素淋失量也大幅降低,在节约肥料资源的同时减轻了潜在的环境风险.     

河流型油污染应急监测案例分析研究

以在湘江中下游发生的跨多市的油污染事故为例,详细阐述了对该污染事故开展应急监测的全过程,包括基本情况介绍、应急响应、应急监测方案编制、应急监测结果综合分析等内容;并针对该类型污染事故应急监测进行了管理和技术经验总结,包括强调多部门联合处置的必要性,摆正应急监测在应急中的正确位置,应急监测时信息流转通畅的关键作用,妥善开展应急处置的重要性以及明确应急处置责任主体等内容.     

The relationship between light intensity and nutrient uptake kinetics in six freshwater diatoms

In order to find effective measures to control diatom blooms, a better understanding of the physiological characteristics of nutrient uptake in diatoms is needed. A study of P and Si-uptake kinetics for diatom species from two light regimes was conducted at low (LL), moderate (ML) and high light intensities (HL) (2, 25 and 80 μmol photons/(m²·sec)), respectively. The results showed that P uptake of diatoms was heavily influenced by historic light regimes. P affinity changed with growth and photosynthetic activity. The lowest half saturation constant for P uptake (K_m(P)) was under HL for high-light adapted diatoms while the lowest half-saturation constant for low-light adapted diatoms was observed under LL. The Si half-saturation constant (K_m(Si)) increased with increasing light intensities for pennate diatoms but decreased for centric diatoms. Diatom volumes were correlated with the maximum Si uptake rates (V_m(Si)) at HL and K_m(Si) at ML and HL for six diatom species. Our results imply that when we assess the development of diatom blooms we should consider light intensity and cell volume in addition to ambient Si or P concentration. The relationship between light intensity and P-uptake suggests that we can find suitable methods to control diatom blooms on the basis of reducing phytoplankton activity of P-uptake and photosynthesis simultaneously.