Research on transesterification parameters for producing plant sterols with supercritical methanol

The supercritical fluid method, regarded as a type of individual production process in the course of preparing plant sterols, has become a promising technology, which possesses advantages of high conversion rate without any pretreatment and need of a catalyst. This study examined the reaction process of the deodorizer distillate (DOD), which mainly included the direct transesterification of DOD to convert into free sterols. The effects of the ratio of methanol to DOD, reaction temperature and time on transesterification were studied. Furthermore, the interactions between different factors were also assessed using the response surface methodology. The optimal conditions obtained were as follows: reaction temperature 553 K, reaction time 80 min, and CH₃OH: DOD = 25:1 (mass ratio). Under these conditions, 36.42% sterol concentration was obtained, which is significantly higher in comparison with the initial sterols’ concentration in raw material (22.45%).     

灾害条件下多层次应急疏散模型的构建方法研究

人们每天都要面对各种造成严重财产和人身安全损失的重大灾害,如何建立灾害条件下中国人口高密度大范围的应急疏散模型,具有重大的意义。该文基于我国灾害条件下高密度人口的集体疏散模式,按照灾害区域的具体情况和人口分布,以道路实时速度和路面损毁程度所决定的道路阻抗性作为评判道路疏散能力的依据,构建从危险区域的多集结点到安全区域的多安置点的多层次应急疏散模型,确定集体疏散人员的疏散路径、人数和车辆,实现在最短的时间内的受灾群众整体最优疏散,并以山东省德州发生地震作为实验区,采用Google Map API和C#搭建多层次应急疏散平台,验证了多层次应急疏散模型的可行性。     

铜-磺胺嘧啶复合胁迫对蔬菜种子发芽的急性毒性效应

研究了黄潮土中常用兽药磺胺嘧啶(SD)与重金属铜(Cu)单一及复合污染对小白菜和西红柿种子发芽(发芽率、根伸长、芽伸长)的影响,分析了土壤中药物浓度与作物生长抑制的剂量-效应关系及复合污染的毒性效应。结果表明,无论是在Cu或SD单一污染物作用下,根伸长和芽伸长抑制率与污染物浓度显著相关(P0.01),发芽抑制率与污染物浓度不相关(P0.05);污染物对根伸长及芽伸长的抑制高于对种子发芽的抑制;SD对2种作物的毒性效应明显强于Cu,SD对小白菜和西红柿根伸长的ID50(抑制率为50%时污染物浓度)分别为1.7和33.6 mg·kg~(-1),而Cu为273.6和457.7 mg·kg~(-1)。Cu-SD复合污染,对西红柿的根和芽伸长的拮抗作用显著(P0.01);但对小白菜来说,在低浓度Cu(100 mg·kg~(-1))作用下,二者的联合拮抗作用不显著(P0.05),随Cu的增加,拮抗作用显著(P0.01)。     

肇庆市市区与风景区空气质量对比分析

分析了肇庆市2013年七星岩风景区和市区的空气质量。监测结果表明,七星岩与市区的各类大气污染物呈现类似的月际变化规律,普遍呈夏季污染较轻但秋冬季污染较严重的态势。七星岩的臭氧浓度显著高于市区,PM10与PM2.5浓度略高于市区,与市区相比,大多数月份七星岩具有较低的SO2、NOx与CO浓度,表明七星岩的空气一次污染较轻,但二次污染严重。七星岩风景区空气质量差于市区,大量天然源VOC叠加少量人为排放的气态污染物生成较多二次污染物是导致自然风景区空气质量差于市区的重要原因。     

昆明生态农业模式研究及节能减排实效分析

研究了昆明地区推广生态农业模式的自然要素与适宜模式;通过实地调查和验收监测具体案例,实测分析了推广模式的节能减排实效。提出了推广南方"猪—沼—果"生态模式的对策建议。     

基于缓冲区重采样的LSTM林火预测模型*

为提高林火风险预测精度,挖掘地图上隐含的空间信息、时间序列上隐含的长期趋势和循环波动,提出1种基于缓冲区重采样的长短期记忆（LSTM）林火预测模型,选取15个与林火相关的影响因素,以方差膨胀因子为评价指标对其进行多重共线性检验,方差膨胀因子大于10的因素具有共线性,并采用信息增益率验证筛选结果的合理性。考虑到火灾的空间聚集特性,采用缓冲区分析与过采样相结合方法减少样本不均衡现象的影响,最终得到176 732条样本。对12个影响因素和研究时间段的火点建立LSTM预测模型,对森林火灾发生风险进行预测。研究结果表明:基于缓冲区重采样的LSTM林火预测模型有效考虑时空上隐含的信息,预测模型准确率为87.06%,特异性为97.99%,敏感度为76.12%,阳性预测率为97.43%,阴性预测率为80.41%,ROC曲线与AUC值均优于随机森林（RF）和支持向量机（SVM）这2种基准算法。维尔克松秩和检验发现,本文提出的模型与基准算法结果具有显著性差异。研究结果可为提高林火风险预测精度提供参考。     

关于焦化行业CO2排放核算方法的探讨

本文分析了适用于焦化行业通用CO₂排放核算方法,在此基础上结合我国焦化行业工艺和原料的特征,采用排放因子法和物料衡算法等两种方法对10家典型焦化企业CO₂排放进行核算。结果表明:物料衡算法能很好地反映不同类型焦化企业的排放特征;排放因子法对我国独立焦化企业存在碳排放量系统性高估的可能。为此,建议我国焦化企业可借鉴德国焦化企业的碳核算经验,采用碳平衡法对不同类型的焦化企业(单元)的碳排放量进行核算,并完善相关的统计和监测技术。     

Spatial scaling between leaf area index maps of different resolutions

We developed algorithms for spatial scaling of leaf area index (LAI) using sub-pixel information. The study area is located near Liping County, Guizhou Province, in China. Methods for LAI spatial scaling were investigated on LAI images with 960 m resolution derived in two ways. LAI from distributed calculation (LAID) was derived using Landsat ETM+ data (30 m), and LAI from lumped calculation (LAIL) was obtained from the coarse (960 m) resolution data derived through resampling the ETM+ data. We found that lumped calculations can be considerably biased compared to the distributed (ETM+) case, suggesting that global and regional LAI maps can be biased if surface heterogeneity within the mapping resolution is ignored. Based on these results, we developed algorithms for removing the biases in lumped LAI maps using sub-pixel land cover-type information, and applied these to correct one coarse resolution LAI product which greatly improved its accuracy.     

不同含固率下零价铁提升厨余垃圾高温厌氧消化产沼体系运行稳定性研究

相比中温（35 ℃）厌氧消化,高温（55 ℃）厌氧消化中微生物代谢活性强,处理效率高,且无害化水平高,适合厨余垃圾的资源化处理及 利用.但由于厨余垃圾易降解,有机质含量高,水解速率快,极易在厌氧消化前期出现酸积累现象,这种现象在高温厌氧消化中更为显著,从而严重制约着高温厌氧消化的应用.本研究探究了零价铁（ZVI）对高温厌氧消化过程酸化现象的消除和控制,并对投加ZVI后不同含固率下 厌氧反应器严重酸化现象缓和效果进行评价.结果表明,高温条件下含固率为4%、6%的反应器在ZVI的促进作用下很快恢复产沼,甲烷产率相较低负荷反应器分别提高了52.05%、10.51%.含固率为8%的投加ZVI反应器在经历一个月的延滞期后也消除了“过酸化”,甲烷含量稳定在60%以上, 甲烷产率达到270.40 mL·g^-1.以加ZVI反应器沼液作为接种物的H-ICS反应器能够降低氢分压,但未能消除“过酸化”.含固率为10%的反应器在反应结束后仍处于酸化状态.高通量测序结果表明,所有外加ZVI的反应器中嗜氢产甲烷菌是绝对的优势菌.在恢复产沼的H-ZVI反应器以细菌Defluviitoga产生的乙酸盐、CO₂、H₂和丁酸转化来的乙酸为底物,嗜氢产甲烷菌Methanothermobacter作为唯一优势产甲烷古菌,与互营乙酸氧化菌Syntrophaceticus相互作用,实现互营乙酸氧化产甲烷（SAO-HM）途径,恢复产甲烷代谢.