通信信号调制识别技术研究

针对通信信号调制方式识别问题,提出了采用高阶累积量与信号瞬时特征相结合提取通信信号特征参数的方法,并讨论了利用获得的特征参数进行模拟、数字通信信号调制方式识别的方法和过程。实验结果表明,该方法对通信信号调制方式有很好的识别效果。     

Growth characteristics of algae during early stages of phytoplankton bloom in Lake Taihu, China

Three treatments, sediment plus lake water (S+W), sterilized sediment plus lake water (SS+W), and sediment plus filtered lake water (S+FW), were recruited to investigate the growth characteristics of algae during pre-bloom and the importance of algal inocula in the water column and sediment. The results showed that in the water column, biomass of all algae increased in all treatments when recruitment was initiated, whereas this tendency differed among treatments with further increment of temperature. The process of algal growth consisted of two stages: Stage I, the onset of recruitment and Stage II, the subsequent growth of algae. Compared with S+W, in Stage I, SS+W significantly increased the biomass of cyanophytes by 178.70%, and decreased the biomass of non-cyanophytes by 43.40%; In Stage II, SS+W notably stimulated the growth of all algae, thus incurring the occurrence of phytoplankton bloom. Further analyses revealed that both metabolic activity and photochemical activity of algae were enhanced in SS+W, which resulted from the releasing of nutrients from sediment. These results suggest that algal growth in Stage II and algal inocula in the water column can be important factors for the formation of phytoplankton bloom. In addition, possible mechanisms promoting algal recruitment and subsequent growth of algae were explored.     

乌梁素海富营养化状态的模糊模式识别研究

本文利用模糊模式识别交叉迭代模型对分布于乌梁素海各水功能区的21个水质监测点,2009年5月～10月的富营养化等级进行了模糊模式识别研究;并利用Arcview的空间分析功能,绘制富营养化等级识别结果的空间分布月变化Grid图。将富营养化状态识别结果及其分布区域与乌梁素海同期水质监测指标浓度变化及其分布区域进行对比分析及验证。识别结果与实际水质状况相符,验证了该方法的有效性。     

Nutrients regeneration pathway, release potential, transformation pattern and algal utilization strategies jointly drove cyanobacterial growth and their succession

In order to better understand the contribution of nutrients regeneration pathway, release potential and transformation pattern to cyanobacterial growth and succession, 7 sampling sites in Lake Chaohu with different bloom degree were studied every two months from February to November 2018. The carbon, nitrogen (N) and phosphorus (P) forms or fractions in surface, interstitial water and sediments as well as extracellular enzymatic activities, P sorption, specific microbial abundance and community composition in sediments were analyzed. P regeneration pathway was dominated by iron-bound P desorption and phosphorus-solubilizing bacteria solubilization in severe-bloom and slight-bloom area respectively, which both resulted in high soluble reactive phosphorus (SRP) accumulation in interstitial water. However, in severe-bloom area, higher P release potential caused the strong P release and algal growth, compared to slight-bloom area. In spring, P limitation and N selective assimilation of Dolichospermum facilitated nitrate accumulation in surface water, which provided enough N source for the initiation of Microcystis bloom. In summer, the accumulated organic N in Dolichospermum cells during its bloom was re-mineralized as ammonium to replenish N source for the sustainable development of Microcystis bloom. Furthermore, SRP continuous release led to the replacement of Dolichospermum by Microcystis with the advantage of P quick utilization, transport and storage. Taken together, the succession from Dolichospermum to Microcystis was due to both the different forms of N and P in water column mediated by different regeneration and transformation pathways as well as release potential, and algal N and P utilization strategies.     

基于MATLAB GUI的土壤质地类型自动识别系统

土壤质地类型反映了不同粒径颗粒在土壤中的分布,是土壤的最基本性质之一,直接影响土壤中水、气、热和溶质的迁移特征,因此确定土壤质地类型是土壤调查中最基础的工作。我国常用的土壤质地分类标准有美国制、国际制、卡庆斯基制和中国制标准,其中美国制和国际制土壤质地分类需借助平面三角坐标系来确定,不利于批量土壤样品的土壤质地分类。现有的土壤质地自动分类系统中缺少基于卡庆斯基制、中国制的分类功能,且难以直接处理激光粒度仪的测试结果。为能够批量自动实现土壤质地分类并便于不同分类制结果的对比,基于MATLAB GUI开发了土壤质地类型自动识别系统(GSTARS)。该系统界面直观、操作方便,能够批量处理土壤颗粒测试数据和多种格式数据文件,且数据处理容量大;该系统包含了4种国内应用最广的土壤质地分类标准,增加了系统的适用性,便于不同分类制分类结果的对比。与现有土壤质地分类工具的结果对比,表明本系统的分类结果可靠。     

基于机器学习和非参数估计的PM2.5风险评估

为开展区域风险评估,融合手机信令、气象和地理信息等多源数据,引入随机森林机器学习、非参数估计分位数图示法和非监督学习K-mean等方法,构建了区域PM_2.5风险评估及特征识别评价框架,在南京市区以0.3km分辨率网格为基础单元开展了案例研究.结果表明,该技术既可有效模拟PM_2.5浓度时空分布,十折交叉验证R²达到0.76,证明了准确度较高,并基于此识别出4种主要污染特征;也可有效捕捉短期人口流动导致的风险,在污染浓度不变的情况下短期人口流动会导致风险增加0.30~0.97倍.综合PM_2.5浓度和人口分布,识别出4种主要暴露风险模式,其中,研究区域6.5%的面积为高风险地区,23.0%的面积为低风险地区.“十四五”期间应加快现代科学技术在环境保护领域的应用,实施网格化和差异化的风险控制政策,维护人群健康.     

汉江中下游干流水质状况时空分布特征及变化规律

汉江是南水北调中线工程的水源区,其中下游水质状况是国家和湖北省政府重点关注的饮用水安全问题.研究南水北调中线工程影响区汉江中下游干流的水质状况和特征,为进一步分析工程运行对汉江中下游水质的影响奠定基础.收集了汉江中下游干流11个水质监测站2011—2014年pH、ρ（DO）、ρ（COD_Mn）、ρ（BOD₅）、ρ（NH₃-N）、ρ（TP）、ρ（TN）等7项水质指标,应用水污染指数法和层次聚类分析法,综合辨识2011—2014年汉江中下游干流的水环境时空变化特征.结果表明:①2011—2014年汉江中下游干流水质整体上为GB 3838—2002《地表水环境质量标准》的Ⅳ类~劣Ⅴ类水体,超标指标为ρ（TN）、ρ（TP）、ρ（BOD₅）,其中ρ（TN）超标最严重.②为深入辨识TN负荷对研究区域水质的影响,通过情景分析发现控制ρ（TN）可有效改善汉江中下游干流水质状况.③汉江中下游干流水质状况层次聚类分析表明,在时间上将研究时段分为2类,基本对应于汉江中下游的汛期和非汛期;在空间上将水质监测断面（沈湾、泽口、新沟、宗关、转斗、皇庄、汉南村、石剅、白家湾、余家湖、罗汉闸）分为3类,其中第3类可细分为3个子类,各子类所对应的水质监测断面与其空间分布基本对应.④汉江中下游干流富营养化严重,其中ρ（TP）和ρ（TN）在非汛期分别呈显著降低和增加趋势,汛期无明显变化.研究显示,江汉中下游污染严重,营养盐尤其丰富且ρ（TN）为主要影响因素.      

Electrochemical inactivation of cyanobacteria and microcystin degradation using a boron-doped diamond anode——A potential tool for cyanobacterial bloom control

Cyanobacterial blooms are global phenomena that can occur in calm and nutrient-rich(eutrophic) fresh and marine waters. Human exposure to cyanobacteria and their biologically active products is possible during water sports and various water activities, or by ingestion of contaminated water. Although the vast majority of harmful cyanobacterial products are confined to the interior of the cells, these are eventually released into the surrounding water following natural or artificially induced cell death. Electrochemical oxidation has been used here to damage cyanobacteria to halt their proliferation, and for microcystin degradation under in-vitro conditions. Partially spent Jaworski growth medium with no addition of supporting electrolytes was used. Electrochemical treatment resulted in the cyanobacterial loss of cell-buoyancy regulation, cell proliferation arrest, and eventual cell death. Microcystin degradation was studied separately in two basic modes of treatment: batch-wise flow, and constant flow, for electrolytic-cell exposure. Batch-wise exposure simulates treatment under environmental conditions, while constant flow is more appropriate for the study of boron-doped diamond electrode efficacy under laboratory conditions. The effectiveness of microcystin degradation was established using high-performance liquid chromatography–photodiode array detector analysis, while the biological activities of the products were estimated using a colorimetric protein phosphatase-1 inhibition assay. The results indicate potential for the application of electro-oxidation methods for the control of bloom events by taking advantage of specific intrinsic ecological characteristics of bloom-forming cyanobacteria. The applicability of the use of boron-doped diamond electrodes in remediation of water exposed to cyanobacteria bloom events is discussed.     

Simultaneous elimination of cyanotoxins and PCBs via mechanical collection of cyanobacterial blooms: An application of “green-bioadsorption concept”

In this study, the distribution, transfer and fate of both polychlorinated biphenyls (PCBs) and cyanotoxins via phytoplankton routes were systematically investigated in two Chinese lakes. Results indicated that PCB adsorption/bioaccumulation dynamics has significantly positive correlations with the biomass of green alga and diatoms. Total lipid content of phytoplankton is the major factor that influences PCB adsorption/bioaccumulation. Cyanobacterial blooms with relatively lower lipid content could also absorb high amount of PCBs due to their high cell density in the water columns, and this process was proposed as major route for the transfer of PCBs in Chinese eutrophic freshwater. According to these findings, a novel route on fates of PCBs via phytoplankton and a green bioadsorption concept were proposed and confirmed. In the practice of mechanical collections of bloom biomass from Lake Taihu, cyanotoxin/cyanobacteria and PCBs were found to be removed simultaneously very efficiently followed this theory.     

水利工程背景下河流水华暴发成因分析及模拟研究

研究发现,河流水华暴发的主要驱动因素除受过量营养盐摄入、气候变化导致的气温上升和降雨等限制外,水文情势的影响尤为显著.在高强度人类活动影响下,水利工程开发导致的水文情势改变是否为河流水华加剧的成因之一,是水与环境学科交叉研究亟待探索的一个重要应用基础问题.通过对近10年来国内外在水利工程背景下河流水华暴发成因研究进展的综述,辨识了河流水华发生的"水循环-水环境-水生态"相互作用关系;对考虑水文变化的河流水华预测统计学模型、智能算法和水质水量耦合机理模型等进行了回顾和总结,并提出了基于水循环物理过程联系的生物及生物地球化学过程、社会经济用水与管理人文过程等与河流水华发生相互作用与反馈的水系统论研究体系.当前我国水利工程调水影响区下的河流水华问题研究仍面临着一些难点和挑战:① 过去关于水利工程调水对河流中下游水生态的影响研究多数是基于情景假设和规划条件下的预断,随着近年来我国多个大型水利工程的正式实施运行,当前以实际工程调水为背景（如南水北调、引江济汉工程等）开展水华模拟的研究成果仍然十分有限;② 水利工程调水影响区下的河流水华发生机理尚不明确,当前多数藻类生长模型并没有将流域水循环过程影响纳入考虑因素,对河流生态水文过程作用机理与耦合及定量关系分析方面的研究相对匮乏;③ 现阶段水利工程背景下的河流水华问题研究多停留在定性分析和宏观定量阶段,缺乏基于以水系统理论为导向的水生态系统与河流水文情势共同作用机制的定量化研究.