基于PCA-SVR-ARMA的狮头鹅养殖禽舍气温组合预测模型

为提高狮头鹅养殖禽舍气温预测精度,提出了基于主成分分析(Principal Component Analysis,PCA)、支持向量回归机(Support Vector Regression,SVR)融合自回归滑动平均(Autoregressive Moving Average,ARMA)模型的狮头鹅养殖禽舍气温组合预测模型。在建模过程中,运用主成分分析法筛选狮头鹅养殖禽舍气温的关键影响因子,消除变量之间冗余信息,约简预测模型结构;采用SVR-ARMA构建狮头鹅禽养殖舍气温组合预测模型,先通过SVR对气温进行预测,再由基于ARMA模型的残差预测值修正气温预测结果。利用该模型对广东省汕尾市2018年7月21日至2018年7月30日期间的狮头鹅养殖禽舍气温进行预测。结果表明,该组合预测模型取得了良好的预测性能,与标准BP神经网络、标准SVR、PCA-BPNN(反向传播神经网络,BackPropagationNeuralNetwork)、PCA-SVR和PCA-BPNN-ARMA等模型对比分析,其评价指标平均绝对误差、均方根误差和平均绝对百分比误差分别为0.183 2℃、0.454 0℃和0.005 9,均表明所提出的组合模型具有更高的预测效果,不仅能够满足狮头鹅养殖禽舍气温实际精准调控的需要,还为狮头鹅健康养殖和种苗繁育环境精细化管理提供决策。     

Potential Anti-Aging Substances Derived from Seaweeds

Aging is a major risk factor for many chronic diseases, such as cancer, cardiovascular disease, and diabetes. The exact mechanisms underlying the aging process are not fully elucidated. However, a growing body of evidence suggests that several pathways, such as sirtuin, AMP-activated protein kinase, insulin-like growth factor, autophagy, and nuclear factor erythroid 2-related factor 2 play critical roles in regulating aging. Furthermore, genetic or dietary interventions of these pathways can extend lifespan by delaying the aging process. Seaweeds are a food source rich in many nutrients, including fibers, polyunsaturated fatty acids, vitamins, minerals, and other bioactive compounds. The health benefits of seaweeds include, but are not limited to, antioxidant, anti-inflammatory, and anti-obese activities. Interestingly, a body of studies shows that some seaweed-derived extracts or isolated compounds, can modulate these aging-regulating pathways or even extend lifespans of various animal models. However, few such studies have been conducted on higher animals or even humans. In this review, we focused on potential anti-aging bioactive substances in seaweeds that have been studied in cells and animals mainly based on their anti-aging cellular and molecular mechanisms.     

凤庆茶叶种植与混林茶园生态系统研究

中国云南是世界茶树的原产地,而云南省凤庆县又是滇红的诞生地,具有悠久的茶树栽培种植历史,其混林茶园生态系统也具有较高的研究价值。本文通过对其茶叶种植史和混林茶园生态系统进行梳理和研究,厘清凤庆县茶叶种植的历史发展脉络,挖掘凤庆混林茶园生态系统的优势及其应用价值。     

多段进水一体化污水处理设备处理农村污水研究

目的根据农村污水的水质特点,基于UCT污水处理工艺设计了多点分段进水一体化处理设备,以提高工艺,提高氮磷去除效率。为相关应用提供了支撑。方法以北京市通州区城郊农村污水为对象,通过模拟试验,研究进水方式对处理污水效果的影响。结果相对于传统单点进水方式,两段和三段进水对处理农村生活污水除污染效果更好,最佳污染去除率在三段进水条件下达到,此时COD、TN和TP去除率分别为93%～97%、82.9%～86.2%和86%～91%,比单点进水和两段进水分别高15%和8%、13%和6%、13%和5%。结论采取多段进水运行方式能够有效提高污水处理系统对氮磷去除效率。     

日本煎茶的生活美学

散茶在日本称为“煎茶”,和日常生活有着非常密切的关系。本文从生活美学角度探讨了日本人对散茶的感官审美、文人煎茶的审美情趣和生活饮茶促进和美的社会功能,展现了日本饮茶文化的一些特点。     

Biochar slows gross nitrification and gasses N emission via lower autotrophic nitrification in paddy soils

Journal of Soils and Sediments - Laboratory incubation experiments using 15N stable isotope labeling and acetylene suppression techniques were conducted to compare the autotrophic nitrification and...     

分子标记技术在工业大麻性别分化研究中的应用进展

工业大麻性别表达影响着工业大麻种子、纤维和药用成分产量,其性别表达除了受到遗传物质控制外,还受到外界环境条件的影响,这种复杂性使得性别研究一直是工业大麻研究的难点和热点。分子标记技术能在DNA水平上鉴定工业大麻性别,开发与工业大麻性别紧密连锁的分子标记可为大麻性别早期鉴定和特定性别分子辅助选择育种提供理论依据。本文就分子标记在工业大麻性别研究中的应用进展进行了总结,并对应用前景进行了展望。     

Two Complete Mitochondrial Genomes From Leuctridae (Plecoptera: Nemouroidea): Implications for the Phylogenetic Relationships Among Stoneflies

The family-level relationships within Plecoptera have been a focused area of research for a long time. Its higher classification remains unstable, and the phylogenetic relationships within Plecoptera should be re-examined. Here, we sequenced and analyzed two complete mitochondrial genomes (mitogenomes) of Paraleuctra cercia and Perlomyia isobeae of the family Leuctridae. We reconstructed the phylogeny of Plecoptera based on 13 protein-coding genes (PCGs) from published stoneflies. Our results showed that the Bayesian inference and maximum-likelihood tree had similar topological structures except for the positions of two families, Peltoperlidae and Scopuridae. The Plecoptera is divided into two clades, the suborder Antarctoperlaria and the suborder Arctoperlaria. The two suborders subsequently formed two groups, Eusthenioidea and Gripopterygoidea, and Euholognatha and Systellognatha, which is consistent with the results of morphological studies. In addition, the Leuctridae is the earliest branch within the superfamily Nemouroidea. But the monophyly of Perloidea and Pteronarcyoidea are still not well supported.