Estimation of chlorophyll a content in inland turbidity waters using WorldView-2 imagery: a case study of the Guanting Reservoir,Beijing, China

Complex optical properties, such as non-pigment suspension and colored dissolved organic matter (CDOM), make it difficult to achieve accurate estimations of remotely sensed chlorophyll a (Chla) content of inland turbidity. Recent attempts have been made to estimate Chla based on red and near-infrared regions where non-pigment suspension and CDOM have little effect on water reflectance. The objective of this study is to validate the applicability of WV-2 imagery with existing effective estimation methods from MERIS when estimating Chla content in inland turbidity waters. The correlation analysis of measured Chla content and WV-2 imagery bands shows that the Chla sensitive bands of WV-2 are red edge, NIR 1, and NIR 2. The coastal band is designed for seawater Chla detection. However, the high correlation with turbidity data and low correlation with Chla made coastal band unsuitable for estimating Chla in inland waters. The high-resolution water body images were extracted by combining the spectral products (NDWI) with the spatial morphological products (sobel edge detection). The estimation results show that the accuracy of the single band and NDCI is not as good as the two-band method, three-band method, stepwise regression algorithm (SRA) and support vector machines (SVM). The SVM estimation accuracy was the highest with an R², RMSE, and URMSE of 0.8387, 0.4714, and 19.11%, respectively. This study demonstrates that the two-band and three-band methods are effective for estimating Chla in inland water for WV-2 imagery. As a high-precision estimation method, SVM has great potential for inland turbidity water Chla estimation.     

企业安全操作规程编制探讨

编制安全操作规程是企业安全管理的重要工作,针对企业编制安全操作规程时存在的问题,总结企业编制安全操作规程的经验,从内容、资料收集、编制流程等环节提出改进和完善的方向,促进提高企业安全管理水平。     

Impact of ultrasonic treatment on dewaterability of sludge during Fenton oxidation

Fenton oxidation was compared with Fenton oxidation coupled with ultrasonication (Fenton?+?US) for sludge dewatering. Different Fenton reagent (H₂O₂, Fe²⁺) concentrations, pH, and reaction times were studied in different systems on the basis of the specific resistance to filtration (SRF) and capillary suction time (CST). It was found that Fenton?+?US can significantly reduce Fe²⁺ and H₂O₂ dosages and reaction times. After ultrasonication of the system at pH 3, with an ultrasonic frequency of 25 kHz and a sound energy density of 100 W/L, the Fe²⁺, H₂O₂ dosage, and reaction time were reduced by 66.7, 75.0, and 75.0 %, respectively, when compared with Fenton oxidation at the same dewaterability of sludge. The microstructure of sludge and hydroxyl radical (·OH) density in Fenton oxidation and Fenton?+?US was further examined. Fenton?+?US produced more?·?OH in a sludge system than did individual Fenton oxidation. The concentration of?·?OH in Fenton?+?US fell from 79.2 to 6 mg/L over 3.5 h, while the concentration of?·?OH in Fenton oxidation fell from 59.6 to 1 mg/L over 2 h, thus destroying the microstructure of sludge more effectively. Sludge treated using Fenton?+?US for 30 min showed a much thinner and looser microstructure.     

Support Vector Machine Modeling Using Particle Swarm Optimization Approach for the Retrieval of Atmospheric Ammonia Concentrations

This study was performed in order to improve the estimation accuracy of atmospheric ammonia (NH₃) concentration levels in the Greater Houston area during extended sampling periods. The approach is based on selecting the appropriate penalty coefficient C and kernel parameter σ ². These parameters directly influence the regression accuracy of the support vector machine (SVM) model. In this paper, two artificial intelligence techniques, particle swarm optimization (PSO) and a genetic algorithm (GA), were used to optimize the SVM model parameters. Data regarding meteorological variables (e.g., ambient temperature and wind direction) and the NH₃ concentration levels were employed to develop our two models. The simulation results indicate that both PSO-SVM and GA-SVM methods are effective tools to model the NH₃ concentration levels and can yield good prediction performance based on statistical evaluation criteria. PSO-SVM provides higher retrieval accuracy and faster running speed than GA-SVM. In addition, we used the PSO-SVM technique to estimate 17 drop-off NH₃ concentration values. We obtained forecasting results with good fitting characteristics to a measured curve. This proved that PSO-SVM is an effective method for estimating unavailable NH₃ concentration data at 3, 4, 5, and 6 parts per billion (ppb), respectively. A 4-ppb NH₃ concentration had the optimum prediction performance of the simulation results. These results showed that the selection of the set-point values is a significant factor in compensating for the atmospheric NH₃ dropout data with the PSO-SVM method. This modeling approach will be useful in the continuous assessment of NH₃ sensor discrete data sources.     

淡水水体麻痹性贝毒污染的现状

麻痹性贝毒是一类水溶性的神经毒素,造成神经细胞电压敏感性钠离子通道(VSSC)高亲和力障碍,与细胞膜离子结合后引起细胞膜内外正常离子的流动失衡,造成膜电位反常,使人瘫痪.麻痹性贝毒的污染及其产毒藻已成为一个受人关注的公共健康问题.综述麻痹性贝毒的理化性质和毒性特点、淡水水体麻痹性贝毒污染及其5种淡水产毒蓝藻,并对淡水中PSP防治工作提出建议.     

基于利益相关方分析法的规划环评公众参与研究

采用利益相关方分析法,并依据<中华人民共和国环境影响评价法>、<环境影响评价公众参与暂行办法>等相关法律法规要求,遵循随机性原则和利益相关性原则,确定参与规划环境影响评价(简称规划环评)的公众范围,着重分析规划环评中相关方利益诉求.以某电石化工产业基地规划环评为例,通过规划环评的公众参与,分析利益相关方的共同点、关心点和矛盾点,并围绕各利益中心结合法律、法规设置了不同类型的问卷调查表,根据调查数据分析结果提出规划调整建议,解决了规划环评中利益相关方面临的问题.研究表明,利益相关方分析能够反映规划的环境不合理性,有助于规划的调整与优化.     

壳聚糖对酸性染料的吸附性能研究

采用壳聚糖为吸附剂,研究了壳聚糖对兰纳洒脱酱红B(ABB)和尼龙山黄N-3RL(NYN)两种酸性染料模拟废水的吸附性能.在染料废水初始质量浓度为100 mg/L、体积为50 mL的条件下,壳聚糖对两种染料废水的最佳吸附条件:壳聚糖脱乙酰度为75%,壳聚糖粒径为0.054～0.076 MM,壳聚糖加入量为20 mg,搅拌时间为2.0 h,搅拌速率为400 r/min,废水pH为6,ABB废水温度为10～30 ℃,NYN废水温度为20-50℃.在最佳的吸附条件下,壳聚糖对ABB和NYN的吸附容量分别为244.45 mg/g和239.14 mg/g.壳聚糖对ABB的吸附较符合Freundlich方程,对NYN的吸附较符合Langmuir方程.     

A laboratory study on risk assessment of microcystin-RR in cropland

The persistence time and risk of microcystin-RR (MC-RR) in cropland via irrigation were investigated under laboratory conditions. In order to evaluate the efficiency of the potential adsorption and biodegradation of MC-RR in cropland and the persistence time of MC-RR for crop irrigation, high performance liquid chromatography (HPLC) was used to quantify the amount of MC-RR in solutions. Our study indicated that MC-RR could be adsorbed and biodegraded in cropland soils. MC-RR at 6.5mg/L could be completely degraded within 6 days with a lag phase of 1-2 days. In the presence of humic acid, the same amount of MC-RR could be degraded within 4 days without a lag phase. Accordingly, the persistence time of MC-RR in cropland soils should be about 6 days. This result also suggested the beneficial effects of the organic fertilizer utilization for the biodegradation of MC-RR in cropland soils. Our studies also demonstrated that MC-RR at low concentration (<10microg/L) could accelerate the growth of plants, while high concentration of MC-RR (>100microg/L) significantly inhibited the growth of plants. High sensitivity of the sprouting stage plants to MC-RR treatments as well as the strong inhibitory effects resulting from prolonged irrigation further indicated that this MC-RR growth-inhibition may vary with the duration of irrigation and life stage of the plants.     

直接红染料的臭氧脱色与中间产物研究

以直接红B模拟染料废水为研究对象,考察了臭氧化过程中染料溶液的吸光度和TOC的变化,同时利用离子色谱仪和GC/MS对染料的降解过程进行了分析,最后用发光细菌法检测了染料溶液急性毒性的变化。结果表明,臭氧对染料的降解符合一级反应动力学,20 min时对染料的脱色率达到99.2%;反应40 min后TOC减少32.55%,染料分子有97.8%的S被氧化为SO^2-₄,偶氮键被臭氧化为N₂,分子中的仲胺基小部分转化成游离NH⁺₄和NO^-₃;在臭氧化过程前期新生成的醛类和酰胺类物质使溶液急性毒性迅速上升,25 min后溶液毒性开始逐渐下降。     

络合铁法脱除垃圾填埋气中的H2S

建立了以EDTA和柠檬酸为铁盐络合剂的循环脱硫体系,采用络合铁法对垃圾填埋气中的H₂S进行脱硫中试实验,结果表明实验所建立的络合铁脱硫体系运行稳定,脱硫效率高,适合应用于垃圾填埋气中硫化氢脱除。