Multi-objective solid waste classification and identification model based on transfer learning method

Journal of Material Cycles and Waste Management - The rapid social development has given rise to a growing concern over environmental issues, one of which is the disposal of municipal solid waste....     

Antibiotic contamination in a typical water-rich city in southeast China: a concern for drinking water resource safety

Abstract

The occurrence and distribution in the aquatic environment of Nanjing of 49 antibiotics from seven therapeutic classes were investigated using an improved analytical method developed for multiclass target analysis. The results showed that these antibiotics are widely present in the water bodies of this city, with a total concentration of up to 1.958?μg L^?1. The most abundant class was tetracyclines, contributing 43.7% to the total antibiotic burden. Lincomycin was detected in all samples, and the detection rate of clindamycin was 90.5%. An exploratory analysis of the data points was performed by unsupervised pattern recognition (hierarchical cluster analysis, HCA) in an attempt to clarify the pollution level in different sampling areas, and robust cluster solutions grouped the data according to their different antibiotic contaminant profiles. The safety of drinking water resources was emphasized, and the rivers, as the main receiving water body for treated and untreated wastewater in this city, were more seriously contaminated than the surrounding lakes and reservoir, not only in concentration but also in detection frequency, in our study as well as in similar research studies. A correlation analysis between the presence of antibiotics and the environmental factors was conducted, and it was found that antibiotic contamination and water quality were closely connected; the better the water quality, the lower the antibiotic contamination. Positive correlations existed between the antibiotics and tested heavy metals, as well as between antibiotics and boron and arsenic. However, whether these correlations resulted from their reaction or a common source was difficult to determine, and the mechanism requires further exploration.     

基于“压力-状态-响应”模型的化肥农药减施增效环境效应监测指标体系研究

化肥农药的过量使用导致了严重的农田面源污染和农产品质量安全等重大问题,推广使用化肥农药减施增效技术已经成为提升农业可持续发展的有效途径。为了规避化肥农药减施增效技术可能产生的二次环境与生态问题,采用"压力-状态-响应"模型构建了化肥农药减施增效环境效应监测指标体系框架。具体构建了5类典型化肥农药减施增效技术(有机肥替代化肥、测土配方精准施肥、调优施肥结构、生物防治病虫害、物理防控病虫害)在田块尺度上的化肥农药减施增效环境效应监测指标体系,并且扩展到区域尺度上,以指导化肥农药减施增效技术的筛选和应用。     

Performance of Streptomyces pactum–assisted phytoextraction of Cd and Pb: in view of soil properties,element bioavailability,and phytoextraction indices

Environmental Science and Pollution Research - Microbe-assisted phytoremediation provides an eco-friendly and cost-effective approach to reclaim Cd- and Pb-contaminated soils. In this work,...     

Worldwide effects of non-native species on species–area relationships

Non-native species have invaded most parts of the world, and the invasion process is expected to continue and accelerate. Because many invading non-native species are likely to become permanent inhabitants, future consideration of species-area relationships (SARs) should account for non-native species, either separately or jointly with native species. If non-native species occupy unused niches and space in invaded areas and extinction rate of native species remains low (especially for plants), the resultant SARs (with both native and non-native species) will likely be stronger. We used published and newly compiled data (35 data sets worldwide) to examine how species invasions affect SARs across selected taxonomic groups and diverse ecosystems around the world. We first examined the SARs for native, non-native, and all species. We then investigated with linear regression analyses and paired or unpaired t tests how degree of invasion (proportion of non-native species) affected postinvasion SARs. Postinvasion SARs for all species (native plus non-native) became significantly stronger as degree of invasion increased (r² = 0.31, p = 0.0006), thus, reshaping SARs worldwide. Overall, native species still showed stronger and less variable SARs. Also, slopes for native species were steeper than for non-native species (0.298 vs. 0.153). There were some differences among non-native taxonomic groups in filling new niches (especially for birds) and between islands and mainland ecosystems. We also found evidence that invasions may increase equilibrial diversity. Study of such changing species–area curves may help determine the probability of future invasions and have practical implications for conservation.     

近30年来长江口北支及口外沉积特征及输移趋势

近30 a来长江口北支在自然和人类活动影响下，沉积物特征及输移趋势发生显著变化。研究基于2015年和20世纪80年代沉积物粒度调查资料，通过粒度对比、趋势分析等方法，探讨长江口北支及口外沉积特征与输移趋势。结果表明：长江口北支及口外沉积物类型以粘土质粉砂、砂质粉砂和砂为主，近30 a来平均中值粒径减小20%左右。其中，北支口内粒径减小约30%，表明北支口内整体为淤积环境；口外0~10 m水深区域粒径增加约25%，表现为风浪和潮流作用下的侵蚀特征；10 m水深外，粒径略有减小，沉积特征基本稳定。从沉积物输移趋势上看，北支崇头至灵甸港河段，沉积物较粗，以径流作用下的沉积为主；灵甸港至三条港河段，沉积物输移趋势向下指向三条港，其中灵甸港至三和港河段边滩粗、主槽细，径潮流交汇作用明显；三条港以下河段，沉积物以海域来沙为主，颗粒细，输移趋势指向上游；北支口外，0~10 m水深区域，沉积物粗化，沉积物随水深增加变细，其中0~2 m水深区域，砂含量占比超过90%；10 m以深离岸水域，沉积物输移趋势不显著。流域来沙减少和北支围垦工程建设，致使沿岸泥沙补给不足，口外浅滩泥沙在风浪和潮流作用下，一部分随涨潮流向口内输运，一部分随落潮流向外海扩散，构成北支及口外沉积物输移趋势格局。     

长江经济带旅游业碳排放效率的综合测度与时空分异

以长江经济带为研究对象，运用DEA-SBM模型和Malmquist-Luenberger指数法，对2001～2016年长江经济带旅游业碳排放效率进行综合测度，从静态和动态的视角考察其旅游业碳排放效率的时空分异特征，并进一步探讨了效率变化的影响因素。结果显示:（1）2001~2016年间长江经济带旅游业碳排放效率的平均值为0.672，距离最佳生产前沿面还存在32.8%的提升空间。研究期内其旅游业碳排放效率ML指数均值为1.092，年均增长9.2%。不同时期的效率变化值表现出较大的波动性；（2）长江经济带旅游业碳排放效率的时空分异特征明显，上游地区呈现出低效率、低增长的特征，中游地区表现为中效率、高增长的特点，下游地区则呈现出高效率、中增长的特征；（3）长江经济带旅游业碳排放效率的增长主要源于技术水平的进步，技术效率对旅游业碳排放效率的贡献相对较小。不同区域旅游业碳排放效率变化的影响因素差异较大。     

四川省土地承载力研究的系统动力学仿真模型

本文利用系统动力学理论,建立了四川省土地承载能力的动态仿真模型,模型中包括土地利用、人口、种植业、畜牧业、渔业等子系统,文中阐述了土地承载力模型的建立过程和方法,模拟了四川未来45年土地承载力系统的动态变化轨迹,提出了两种方案,并对其仿真结果进行了分析。     

1991年世界地震灾情及地震活动特征

为适应“国际减灾十年活动”的需要,系统整理了1991年世界地震灾情及重要地震。统计结果表明:全世界1991年全年因地震死亡人数为2084人,中国只有一人;受伤人数约6500人,中国将近700人;倒塌房屋约62万间。全年直接经济损失粗略估算,国外2.7～3.2亿美元,国内约3.3亿人民币。对1991年度地震活动特点进行了简要分析。     

管店岩体岩石谱系单位划分及其就位机制探讨

本文从宏观（结构、构造、接触关系）微观（岩石化学、微量元素、稀土元素、副矿物）对比出发，按国际地层指南的将课成岩体“属于地层学和地层划分的范畴”的思路，将管店岩体划分成石马凹单元、南封单元、小寺王单元和祝刘单元四个单元,合并成管店超单元。并对岩浆受构造应力驱使由南向北挤侵就位证据进行了探讨。