基于神经网络分类器的城市污水处理厂水力冲击预警系统

提出了一套基于神经网络分类器的城市污水处理厂水力负荷冲击预警系统,以期对进水水量骤增现象进行提前1天的预报,使污水处理厂可根据预报结果提前采取水力冲击防护措施,从而保证各单元的平稳运行.根据进水水量的涨幅将某污水处理厂12年日进水水量监测数据分为"常规"和"冲击"两类,重点对"冲击"数据进行提前1天的预测,并采用冲击漏报率、冲击误报率和报准率对模型的预测精度进行评价;同时,基于同样的建模方法和不同的训练、验证样本建立了N(1)、N(2)和N(3)3个平行模型,以对模型的鲁棒性和建模方法的可重复性进行考察.结果显示,3个模型对2010年、2011年和2012年3年测试样本的预测效果良好,冲击漏报率和报准率两项指标数值均较为稳定,分别在0~0.167和0.981~0.995之间浮动,冲击误报率虽然在数值上的浮动较大,最低为0.143,最高为0.500,平均为0.310,但仍在工程上的可承受范围内.该结果表明,本研究基于神经网络分类器所建立的3个神经网络模型预测精度高、鲁棒性好,显示出良好的性能,有望为污水处理厂水力冲击防护工作提供有力参考.     

单壁碳纳米管材料对水稻幼苗的毒性效应

随着碳纳米管材料(CNTs)被广泛地应用于工业和商业等多个领域,其将不可避免地进入到大气、水和土壤环境中,从而对生态系统结构和功能产生一些负面影响.为明确进入水环境中的碳纳米管材料对农业生产的潜在危险,本实验采用水培法,研究了不同浓度(10、20、40mg·L~(-1))的单壁碳纳米管材料(SWCNTs)对萌发期内水稻的发芽率、根长耐性指数和幼苗生长期内水稻的鲜重、叶绿素和可溶性蛋白的影响,以及单壁碳纳米管材料在水稻根部的累积.结果表明,在萌发期,胁迫处理4 d后,与对照相比,10、20、40 mg·L-1SWCNTs处理组对水稻发芽率没有任何抑制作用,但会延迟种子的发芽时间;水稻根长耐性指数随着单壁碳纳米管材料浓度的增加而下降.在幼苗生长期,胁迫处理30 d后,与对照相比,水稻鲜重随着单壁碳纳米管材料浓度的增加而分别下降14.2%、21.0%和38.8%;与此相类似,水稻叶绿素和可溶性蛋白质含量随着单壁碳纳米管材料浓度的增加而下降;另外,通过透射电镜观察(TEM)发现,SWCNTs颗粒分布在水稻幼苗根尖表皮细胞的细胞壁中.SWCNTs对水稻生长起抑制作用,且随着浓度的增加抑制作用逐渐增强.     

Piriformospora indica confers cadmium tolerance in Nicotiana tabacum

Piriformospora indica, a root-colonizing endophytic fungus of Sebacinales, promotes plant growth and confers resistance against biotic and abiotic stresses. In order to confirm the influence of P. indica on growth, proline, malondialdehyde (MDA), chlorophyll, and cadmium (Cd) amounts in Nicotiana tabacum under Cd stress, hydroponics, pot and field trials were conducted. The results showed that P. indica can store Cd in plant roots and reduce leaf Cd content, reduce the concentration of MDA, and increase the proline and chlorophyll content and the activities of catalase, peroxidase, and superoxide dismutase under hydroponic Cd stress. RT-PCR analysis showed that the relative expression level of genes Gsh2, TaPCS1, oas1, GPX, and Hsp70 in colonized plants was 4.3, 1.4, 2.9, 1.7, and 6.9 fold higher than in un-colonized plants respectively. Cd exposure significantly reduced un-colonized plants'' agronomic traits compared to P. indica-colonized ones. Our results suggested that P. indica can sequester Cd in roots, so that much less cadmium was transported to leaves, and the increased concentrations of antioxidant enzymes, pigments and proline contents, as well as the higher expression of stress-related phytochelatin biosynthesis genes in P. indica-inoculated plants, may also serve to protect N. tabacum plants against oxidative damage, enhancing Cd tolerance.     

水稻秸秆经漆酶预处理后产沼气研究

利用秸秆产沼气是秸秆无害化处理解决环境污染问题的可行手段.本研究针对秸秆特殊结构而导致产沼气少、启动慢、利用率低等问题,采用自培养漆酶预处理水稻秸秆,提高了秸秆产气率及利用率.通过研究发现,当漆酶添加量为40 mL、发酵温度为35℃、预处理7d的条件下,秸秆的产气量最高;同时发现,金属离子的添加对沼气产量有很大影响,其中Cu2添加后产气量提高最多.另外,研究发现预处理天数为24 d的秸秆木质素纤维素降解率最高.     

Carbon sequestration and soil microbes in purple paddy soil as affected by long-term fertilization

Soil organic carbon (SOC) sequestration impacts on food security and climate change and may be affected by soil microbes in fertilized croplands. A 12-year field experiment under the rice–wheat system was used to evaluate the effect of the long-term fertilization on the SOC accumulation, culturable soil microbes, and their interaction in purple paddy soil. Results showed that varied fertilizations resulted in a significant increase of the SOC content and stock in the plow layer, as well as rise in populations of major soil microbes, including bacteria, actinomycetes, and fungi compared with no fertilization. Soil with combined application of chemical NPK fertilizer and organic amendment (pig manure or rice straw return) on average had the highest organic carbon content and stock, amounts of bacteria, actinomycetes, and fungi, which were 7.8%, 5.8%, 75.8%, 130.5%, and 16.2% higher than the NPK fertilization alone. Fertilization differentially altered populations of the functional anaerobic bacteria in paddy soil. With the combined application of chemical NPK fertilizer and organic amendment, soil displayed higher amounts of anaerobic cellulolytic bacteria, anaerobic fermentative bacteria, hydrogen-producing acetogen, methanogenic bacteria, denitrifying bacteria, and sulphate-reducing bacteria than that with the NPK fertilization alone or no fertilization. Populations of all three major soil microbes showed significantly positive correlations with the SOC content, indicating their interaction was of mutual promotion. Data suggest that the combined application of the NPK fertilizer with organic amendment especially by the rice straw return is recommended to sustain the soil biological fertility and mitigate the emission of the greenhouse gas by the SOC sequestration in purple paddy soil.     

多年连续种植转基因Bt汕优63稻田水体和土壤中Cry1Ab/c蛋白残留调查

以湖北武汉、随州、武穴和孝感以及山东德州5个多年转基因水稻种植区为试验地,在水稻生育期采集转cry1 Ab/c基因水稻Bt汕优63(Bt-SY63)和对照非转基因汕优63(SY63)稻田水体和土壤,使用酶联免疫吸附测定(ELISA)方法对稻田水体和土壤Cry1 Ab/c蛋白残留量进行动态监测.结果显示,与SY63稻田相比,连续种植2～4 a后,不同生育期Bt-SY63稻田水体Cry1Ab/c蛋白残留量大多与同一生育期SY63样品间差异未达显著水平(P＞0.05),最高残留量为0.373 ng· mL-1.与水体Cry1Ab/c蛋白残留情况相似,不同生育期Bt-SY63稻田土壤Cry 1Ab/c蛋白残留量大都低于试剂盒检测限(0.25 ng·g-1),仅随州苗期、德州拔节期和开花期样品有微量残留,鲜土残留量分别为0.261、0.540和0.361 ng·g-1,并分别与SY63样品间差异显著(P＜0.05).另外,多年连续种植Bt-SY63水稻后,2、3和4a种植年限的Bt-SY63稻田水体和土壤中Cry1Ab/c蛋白残留量之间大都没有显著差异(P＞0.05).认为连续种植2、3和4a的Bt-SY63水稻稻田水体和土壤仅存在微量Cry1Ab/c蛋白残留,不会造成Cry1Ab/c蛋白在稻田水体和土壤中的累积.     

Alien plant invasions--incorporating emerging invaders in regional prioritization: a pragmatic approach for Southern Africa

Plant invasions are a serious threat to natural and semi-natural ecosystems worldwide. Most management-orientated research on invasions focuses on invaders that are already widespread and often have major impacts. This paper deals with "emerging" invaders-those alien species with the potential to become important problems without timely intervention. A climate matching procedure was developed to define areas of South Africa, Lesotho and Swaziland that could be invaded by 28 plant species that had previously been classified as emerging invaders. Information on the location of populations of these species in the study area was combined with information on their distributions (as native or alien) in parts of Australia and the United States of America. These two countries had the best available distribution data for this study. They also share many invasive alien plant species with South Africa. Climatic data obtained for weather stations near points of known occurrence in these countries were used to define the climatically suitable areas for each species in the study area. Almost 80% of the remaining natural environment in southern Africa was found to be vulnerable to invasion by at least one of these species, 50% by six or more and 24% by 16 or more species. The most vulnerable areas are the highveld grasslands and the eastern escarpment. The emerging invaders with the greatest potential range included Acacia podalyriifolia and Cortaderia selloana. The globally important invaders Ulex europaeus and Lythrum salicaria had a more limited invasion potential but could still become major invaders. There was no relationship between the extent of the climatically suitable areas for the different species and an expert ranking of their invasion potential, emphasising the uncertainties inherent in making expert assessments based on very little information. The methods used in this analysis establish a protocol for future modelling exercises to assess the invasion potential of other emerging invaders.     

控氧热解过程中污染稻草生物炭的组分特性及其重金属累积特征

热解是实现重金属污染生物质无害化资源化的重要手段之一.以重金属污染稻草为原料,研究了控氧热解生物炭的组分特性及其重金属的累积特征.结果表明,低氧热解可有效利用污染稻草制备生物炭,提高重金属在生物炭中的稳定性.氮气氛条件下,稻草生物炭产率为29.4%～34.9%;可溶性有机质(DOM)以类腐殖酸物质为主,其芳香化指数(SUVA₂₅₄)随热解温度升高呈先升后降趋势;生物炭中Ca主要以CaCO₃形式存在.与氮气氛相比,10%和20%(体积分数,下同)氧气氛条件下生物炭(热解残渣)的产率分别降低5.6%～13.5%和14.9%～15.7%,但pH值提高0.5个单位以上;有氧气氛加速了热解过程中木质素组分的降解,生物炭中DOM的SUVA₂₅₄值随热解温度升高逐渐降低.随热解气氛中氧体积分数提高,DOM中类腐殖酸物质向类富里酸物质转化;生物炭中Ca以CaO形式存在,这可能是导致生物炭pH值升高的原因之一.与氮气氛相比,10%氧气氛和400℃条件下,生物炭中Cu、 Cd、 Pb、 Ni和As的可交换形态占比降低了5.2%、 3.7%、...     

土壤中磺胺二甲嘧啶赋存对水稻生长的影响

为探究土壤中残留抗生素对植物生长的影响,选取土壤中检出率较高的磺胺类抗生素磺胺二甲嘧啶作为外源污染物,分析水稻苗期和成熟期生长指标、根系和叶片生理生化指标、水稻各器官中抗生素残留量和富集转运因子的变化特性,并评价水稻籽粒中残留磺胺二甲嘧啶的健康风险.结果表明,磺胺二甲嘧啶对水稻株高和生物量的抑制作用存在于整个生长周期中,且苗期的影响大于生长成熟期,根部受到的影响大于苗部.苗期秧苗根系活力、硝酸还原酶活性和叶片叶绿素含量受到随抗生素含量增加而增大的抑制作用,而抗氧化酶活性的变化趋势表现出不同特征,具体为超氧化物歧化酶活性增强、过氧化氢酶和过氧化物酶先被激活后被抑制.磺胺二甲嘧啶在水稻各器官中的积累量表现为：根>叶>茎>籽粒,且水稻籽粒的抗生素风险评估结果显示EDI/ADI<0.1,不构成健康风险.生长成熟期土壤中磺胺二甲嘧啶对水稻富集因子和转运系数的影响大于苗期.综合磺胺二甲嘧啶对水稻的不利影响,在水稻种植中施加畜禽粪便作为有机肥和使用养殖水进行农田灌溉时,需要关注磺胺二甲嘧啶的生态效应,保障水稻等作物的安全生产.     

节水灌溉和控释肥施用耦合措施对单季稻田CH4和N2O排放的影响

以我国华东地区典型单季稻水稻田(江苏宜兴)的原柱状土为研究对象,通过两年土柱观测试验,研究不同灌溉管理模式(长期淹水CF、间隙灌溉Ⅱ、控制灌溉CI)和氮肥施用(不施氮CK、尿素Urea和控释肥CRF)耦合措施对水稻生长期内CH4和N2O排放和产量的影响,以期优选典型单季稻田减排增效的水肥管理模式.结果表明,两种节水灌溉方式(CI和Ⅱ)均显著影响稻田土壤CH4和N2O排放量及二者的综合温室效应(GWP)和排放强度(GHGI),与CF相比,Ⅱ和CI均显著提高了 N2O排放量(P＜0.05),降低了 CH4排放量(P＜0.05),进而二者的GWP和GHGI分别显著降低28.9％～71.4％和14.3％～70.4％(P＜0.05);两种节水灌溉模式相比,CI较Ⅱ模式呈现较好的CH4减排优势,排放总量降低了 57.7％～91.8％,而二者的N2O排放量无显著性差异(P＞0.05),最终CI对GWP和GHGI的减排效应略优于Ⅱ模式2.0％～56.2％.施用氮肥(Urea和CRF)均显著促进N2O排放18.4％～2547.8％(P＜0.05),其中CRF处理N2O排放量均略高于Urea处理32.7％～78.6％,但无显著性差异(P＞0.05);CH4排放总量对施氮处理的响应随水分管理模式的不同而不同,总体而言,施用CRF较Urea对稻田土壤GWP和GHGI均无显著影响(P＞0.05).相关分析表明,2018年CF模式的Urea处理和Ⅱ模式的Urea、CRF处理中N2O排放通量与田面水NH4+-N浓度分别呈现显著(P＜0.05)和极显著的正相关关系(P＜0.01),而二者在2019年CI模式的CK和CRF处理中呈现相反规律;2018年CI模式下CK、CRF处理的N2O排放通量与田面水NO3--N浓度呈极显著的正相关关系(P＜0.01).节水灌溉和氮肥施用对水稻产量均呈显著影响(P＜0.05),与CF相比,两种节水灌溉模式(Ⅱ、CI)水稻产量均下降了 14.7％～37.7％;CRF处理较Urea处理略提高水稻产量2.5％～7.4％(P＜0.05).综合考虑稻田土壤GWP、GHGI和水稻产量,节水模式与控释肥施用对稻田土壤减排增产的耦合效应仍有待进一步研究.