时延神经网络对宝兴树蛙异质种群鸣叫的聚类分析

对瓦屋山宝兴树蛙3个不同海拔分布(A:山下;B:山腰;C:山上)的异质种群鸣叫的时频参数进行分析,发现三地鸣叫各参数互相重叠,无明显界线.常规统计分析不能使三地的鸣叫聚类为各自的组.使用时延神经网络对三地宝兴树蛙鸣叫的时频参数进行有指导聚类,发现三种群鸣叫有地区性差异,并表现出由个体交流引起的山腰种群群体特征的不显著.推测差异可能是因为长期地理隔离所导致.基于神经网络的分析结果,对各种群间的个体交流情况进行了初步估计.图6表1参20     

Thermal defluorination behaviors of PFOS,PFOA and PFBS during regeneration of activated carbon by molten salt

• New method of mineralizing PFCs was proposed. • Activated carbon was regenerated while mineralizing PFCs. • Molten NaOH has good mineralization effect on PFOS and PFBS. Current study proposes a green regeneration method of activated carbon (AC) laden with Perfluorochemicals (PFCs) from the perspective of environmental safety and resource regeneration. The defluorination efficiencies of AC adsorbed perfluorooctanesulfonate (PFOS), perfluorooctanoic acid (PFOA) and perfluorobutanesulfonate (PFBS) using three molten sodium salts and one molten alkali were compared. Results showed that defluorination efficiencies of molten NaOH for the three PFCs were higher than the other three molten sodium salts at lower temperature. At 700°C, the defluorination efficiencies of PFOS and PFBS using molten NaOH reached to 84.2% and 79.2%, respectively, while the defluorination efficiency of PFOA was 35.3%. In addition, the temperature of molten salt, the holding time and the ratio of salt to carbon were directly proportional to the defluorination efficiency. The low defluorination efficiency of PFOA was due to the low thermal stability of PFOA, which made it difficult to be captured by molten salt.The weight loss range of PFOA was 75°C–125°C, which was much lower than PFOS and PFBS (400°C–500°C). From the perspective of gas production, fluorine-containing gases produced from molten NaOH-treated AC were significantly reduced, which means that environmental risks were significantly reduced. After molten NaOH treatment, the regenerated AC had higher adsorption capacity than that of pre-treated AC.     

大通湖湖区水质时空分布特征及其影响因子解析

运用主成分分析和聚类分析对2019年7-11月大通湖湖区33个采样点的8个水质指标进行了数据分析,采用单因子指数法和综合水质标识法对水质进行了综合评价,分析了大通湖湖区水质的时空特征,识别了主要影响因子和污染源.以单因子指数法为评价方法,2019年7月大通湖水质为Ⅴ类,8月为劣Ⅴ类,9-11月大通湖湖区水质有所改善,为...     

Diethylenetriaminepentaacetic Acid (DPTA)-modified Magnetic Cellulose Nanocrystals can Efficiently Remove Pb(II) from Aqueous Solution

Journal of Polymers and the Environment - Surface modification of cellulose nanocrystals (CNC) is essential for improving their reactivity and adsorption capacity. Oxidation, as a conventional...     

我国文化和旅游产业融合效率的时空动态演化及其驱动机理

采用仁慈型交叉DEA效率模型、冷热点分析、Tobit模型等方法对2010—2019年我国文化产业和旅游产业融合效率的时空动态演化及驱动机理进行了全面探析,结果发现:①2010—2019年我国文化产业和旅游产业融合效率呈波动上升趋势。②研究期内,文化和旅游产业融合效率呈“东部—中部—西部”依次递减,而融合效率增长率呈“东部—西部—中部”依次递减,但融合增长率都不高。③研究期内,文化产业和旅游产业融合效率呈区域差异性和集聚性。④从文化和旅游产业融合效率驱动机制剖析来看,经济发展、居民消费水平、地区城市化水平、信息发达程度、创新能力、政府政策支持力度是我国文化和旅游产业融合效率的驱动因素,促使效率时空动态演化。     

Predicting future invasion risk of three widespread malignant weeds on Qinghai-Tibet Plateau,using multi-algorithm ensemble models北大核心CSCD

农田恶性杂草相比普通杂草的传播更为迅速且难以有效防治,对农业生产危害严重.明确典型恶性杂草当前潜在分布面积及未来气候变化下对耕地的潜在入侵风险对农业生产管理具有重要意义.以广泛分布于青藏高原农田中的3种常见恶性杂草,即野燕麦(Avena fatua L.)、一年生早熟禾(Poa annua L.)和狗尾草[Setaria viridis(L.)P.Beauv.]为研究对象,利用广义增强模型(GBM)、广义线性模型(GLM)、人工神经网络(ANN)、最大熵(MaxEnt)、随机森林(RF)及多元自适应回归样条(MARS)算法集合预测上述3种杂草在青藏高原的潜在地理分布以及驱动其变化的关键因子,以评估其对耕地的入侵风险.未来气候场景采用最新的第六次国际耦合模式比较计划(CMIP6)框架下2050年的4种共享经济路线(SSP1-2.6、2-4.5、3-7.0、5-8.5).结果显示:野燕麦适宜分布区面积约为3.5912×10^(5) km^(2),主要分布于四川西南部及青海东部,零星分布于甘肃、西藏和新疆;一年生早熟禾和狗尾草的适宜分布区面积约为4.3046×10^(5) km^(2)和2.0036×10^(5) km^(2),均主要分布于四川西南部和西藏东南部,零星分布于青海东部和甘肃南部.年均温是3种杂草分布的最主要驱动因子.此外,人类足迹和土壤有效氮是影响野燕麦分布的相对重要因子;土壤酸碱度、最暖季降水量是影响一年生早熟禾分布的重要因子;温度季节性、最暖季降水量是影响狗尾草分布的重要因子.预计至2050年,3种杂草在4种情境下均会出现不同程度的扩张,狗尾草的扩张面积表现出随辐射强迫的增强呈先升高后趋于稳定的趋势,而另两种杂草则呈先升后降的趋势.预计3种杂草的潜在分布面积在耕地中的占比与扩张面积的变化趋势一致,且在主产区的占比高于非主产区.模拟结果表明,未来气候变化下,随着3种恶性杂草的适宜分布区面积的扩张,其对青藏高原耕地的入侵风险将增加,尤其是粮食主产区所面临威胁更为严峻,建议应重点关注青藏高原粮食主产区恶性杂草的生理生态、迁移扩散和防治技术研究.(图6表2参61)     

双酚A促进粪肠球菌中信息素调控质粒pCF10介导的耐药基因接合转移

粪肠球菌是一种在自然水体中广泛存在的革兰氏阳性细菌。信息素调控质粒介导的接合转移是造成粪肠球菌耐药基因快速扩散的重要方式。双酚A是一种内分泌干扰物,因其在工业中大量应用造成其在水环境中的广泛分布。本文以信息素调控质粒中比较有代表性的pCF10质粒作为研究对象,研究了双酚A对粪肠球菌中耐药基因接合转移的影响,证实了双酚A可以促进pCF10质粒介导的耐药基因接合转移,且这一结果同双酚A作用浓度和作用时间相关。双酚A影响耐药基因的扩散,是通过促进编码正调控信息素的ccfA基因表达实现的。本文旨在深入理解双酚A影响抗生素抗性基因扩散的环境行为,为耐药基因控制及双酚A环境效应的评估提供理论支持。     

Effect of ambient O3 on mortality due to circulatory and respiratory diseases in a high latitude city of northeast China

Environmental Science and Pollution Research - In recent years, O3 pollution had been worsening in China and became a major challenge for human health. To evaluate the O3 effects on circulatory and...     

Monitoring and evaluation of antibiotic resistance genes in three rivers in northeast China

Environmental Science and Pollution Research - Antibiotic resistance genes (ARGs) have become an important public health problem. In this study, we used metagenomic sequencing to analyze the...     

Exploring the spatial pattern of renewable energy technology innovation: evidence from China

Environmental Science and Pollution Research - Considering the obvious regional differences in China, research on the drivers for renewable energy technology innovation (RETI) needs to fully...