北部湾茅尾海无瓣海桑红树林地上生物量反演——基于XGBoost机器学习算法

无瓣海桑是广西从自治区外引进的外来红树林树种,采用定量化算法精确估算无瓣海桑地上生物量对红树林生态修复以及海洋蓝碳监测提供经验和方法。论文以广西茅尾海自然保护区无瓣海桑红树林为研究对象,以野外实测无瓣海桑红树林地上生物量数据和Sentinel-1/2卫星提取的后向散射数据、波段数据、植被指数数据和纹理指数数据为数据源,通过分析各遥感因子与实测红树林地上生物量之间的重要性关系,采用极端梯度提升(XGBoost)机器学习算法对比了不同的变量组合对模型精度的影响,最后基于优选的变量组合反演了无瓣海桑红树林的地上生物量。结果表明：(1)研究区无瓣海桑红树林实测树高范围为1.55—13.58m,平均值为8.37m,胸径范围为0.7—41cm,平均值为15.62cm;(2)通过XGBoost算法优选的21个特征变量组合模型拟合效果较好,其模型在测试阶段R²=0.7237,RMSE=21.70Mg/hm²。XGBoost算法反演研究区无瓣海桑地上生物量介于19.14—138.46Mg/hm²之间,平均值为51.92Mg/hm^...     

应对暴雨洪涝灾害的平原城市生态水文调节服务供需评估——以天津市为例

生态水文调节服务是生态系统服务的重要组成,能够有效调节地表径流,缓解暴雨洪涝灾害。但由于城市建设扩张、生态环境退化、极端降雨频发等因素,导致生态水文调节服务出现供需失衡。平原城市中地形水动力较弱及城市发展需求高的特征更是加剧了这种现象。基于生态系统供需视角,以生态水文调节率表征城市生态水文调节服务的生态供给,以暴雨洪涝风险表征城市生态水文调节服务的社会需求,构建应对暴雨洪涝灾害的平原城市生态水文调节服务供需研究框架。以典型平原城市天津市为例,应用SWAT模型、随机森林模型和ArcGIS定量测度城市生态水文调节服务供需水平,划分四种供需空间匹配类型,识别供需失衡关键区域,并进行五级规划干预等级分区。结果表明：(1)供给能力呈现“东南沿海高,西北近山低”的空间分布;需求水平表现出“多中心聚集,圈层向外递减”的分布规律。(2)供需空间分布呈现正相关关系,低供-低需在四种供需匹配类型中占据主导,同时空间聚集性最明显。(3)规划干预分区存在明显的空间差异,优先干预区占比5.41%,整体与建成区分布一致,大部分集中在市内六区,其次分布在滨海新区核心区,是未来规划治理的重点。研究结果为城市规划管理从...     

春小麦对骤旱的响应特征及其阈值分析

与缓慢发展的干旱过程不同,骤旱具有发生速度快,短期内可致害的特点。目前,关于作物骤旱致害的临界阈值及其调控机制尚不清楚。以春小麦为供试作物,通过桶栽试验,模拟研究骤旱过程中小麦受旱致害的过程特征及其控制因素。结果发现,发生骤旱时土壤含水量下降呈先快后慢的变化趋势,叶片水分和叶水势则呈先慢后快的指数变化趋势。叶片光合生理指标对土壤水分的下降存在明显的阈值响应,且不同生理指标的阈值并不完全相同,其中净光合速率与表征叶片光合能力的指标（最大羧化速率）对土壤有效含水量的响应阈值为0.4,气孔导度和蒸腾速率对土壤有效含水量的响应阈值分别为0.5和0.4。而小麦光合生理指标对叶片水分和叶水势的阈值响应并不明显。同时依据各生理指标相关和通径分析结果得出,骤旱发生时引起小麦叶片净光合速率快速降低的主导因子为非气孔因素,而并不是以往作物受旱研究中的气孔因素。本研究结果有望丰富干旱影响认知,并可为科学应对干旱提供依据。     

利用酵母菌生产有机酸的研究进展

有机酸是含有一种或多种低分子量酸性基团(如羧基、磺酸基)的可生物合成的有机化合物,广泛应用于食品、农业、医药、生物基材料工业等领域。酵母菌具有生物安全、抗逆性强、底物谱广泛、方便遗传改造,以及大规模培养技术成熟等独特优点,因此利用酵母菌生产有机酸的研究日益受到国内外学者的关注。目前利用酵母生产有机酸还存在浓度低、副产物多,以及发酵效率低等缺陷。随着酵母菌代谢工程和合成生物学技术的发展,利用酵母菌生产有机酸取得了快速进展。本文总结了利用酵母合成11种有机酸的研究,包括内源和异源合成的大宗羧酸和高价值有机酸,并对该领域的未来研究方向进行了展望。     

番木瓜果糖-2,6-二磷酸酶CpF2KP基因克隆和蛋白表达纯化

番木瓜是岭南四大名果之一,在我国东南部地区广泛种植,因其具有食用和药用双重价值,因此深受人们的青睐。果糖-6-磷酸,2-激酶/果糖-2,6-二磷酸酯酶(fructose-6-phosphate,2-kinase/fructose-2,6-bisphosphatase,F2KP)是一个独特的双功能酶,具有激酶功能域和酯酶功能域,能催化生物体内糖代谢的重要调节物果糖-2,6-二磷酸(Fru-2,6-P_(2))的合成和降解。为了研究番木瓜中编码该酶的基因CpF2KP的功能,得到目的蛋白尤为重要。本研究从番木瓜基因组中提取到CpF2KP基因的编码序列(coding sequence,CDS)序列,该基因CDS全长2274 bp。将该基因CDS全长扩增之后选用pGEX-4T-1载体进行原核表达。对载体pGEX-4T-1用EcoRⅠ和BamHⅠ进行双酶切,利用基因重组的方式将扩增序列构建到原核表达载体上。经过诱导条件探索,SDS-PAGE结果显示GST-CpF2KP重组蛋白的大小约为110 kDa,诱导CpF2KP蛋白表达的最适条件为:异丙基β-D-硫代半乳糖苷(isopropyl beta-D-thiogalactopyranoside,IPTG)浓度为0.5 mmol/L,温度28℃。对诱导后的CpF2KP蛋白进行纯化,得到了纯化的单一目的蛋白。此外,检测了该基因的组织表达特性发现该基因在种子中表达量最高,在果肉中表达量最低。该研究为进一步深入揭示番木瓜CpF2KP蛋白的功能及研究该基因参与的生物学过程提供了重要基础。     

Evaluation of housekeeping genes as references for quantitative real-time PCR analysis of European eel,Anguilla anguilla

Eels are important aquaculture species for which an increasing number of reference genes are being identified and applied. In this study, five housekeeping genes [RPL7 (ribosomal protein L7), 18 S (18 S ribosomal RNA), EF1A (elongation factor 1α), ACTB (β-actin) and GAPDH (glyceraldehyde-3-phosphate dehydrogenase)] were chosen to evaluate their reliability as reference genes for quantitative real-time PCR (qPCR) for the study of Anguilla anguilla. The expression of the selected genes in different eel tissues was determined using qPCR at different growth stages or upon challenge by Anguillid herpesvirus (AngHV), and the expression levels of these genes were then compared and evaluated using the geNorm and NormFinder algorithms. Then, RefFinder was used to comprehensively rank the examined housekeeping genes. Interestingly, the expression of the evaluated housekeeping genes exhibited tissue-dependent and treatment-dependent variations. In different growth periods A. anguilla tissues, the most stable genes were the following: ACTB in mucus; 18 S in skin and kidney; RPL7 in muscle, gill, intestine and brain; EF1A in heart and liver; and GAPDH in spleen. In contrast, in AngHV-challenged A. anguilla tissues, the most stable genes were the following: 18 S in mucus; RPL7 in skin, gill, heart, spleen, kidney and intestine; EF1A in muscle and liver; and ACTB in brain. Further comparison analysis indicated that the expression of RPL7 and EF1A was stable in multiple A. anguilla tissues in different growth periods and in eels challenged by AngHV. Nonetheless, the expression level of GAPDH in eel tissues was lower, and it was unstable in several tissues. These results indicated that the selection of reference genes for qPCR analysis in A. anguilla should be made in accordance with experimental parameters, and both RPL7 and EF1A could be used as reference genes for qPCR study of A. anguilla at different growth stages or upon challenge by AngHV. The reference genes identified in this study could improve the accuracy of qPCR data and facilitate further studies aimed at understanding the biology of eels.     

Antibacterial Activity and Mechanisms of Ethanol Extracts from <i>Scutellaria baicalensis</i> Georgi and <i>Magnolia officinalis</i> against <i>Phytophthora nicotianae</i>

Phytophthora nicotianae causes substantial economic losses in most countries where tobacco is produced. At present, the control of P. nicotianae mainly depends on chemical methods, with considerable environmental and health issues. We investigated the effects of ethanol extracts from Scutellaria baicalensis Georgi (SBG) and Magnolia officinalis (MO). On mycelial growth, sporangium formation, and zoospore release of P. nicotianae. Both extracts inhibited the growth of P. nicotianae, with mycelial growth inhibition rates of 88.92% and 93.92%, respectively, at 40 mg/mL, and EC50 values of 5.39 and 5.74 mg/mL, respectively. The underlying mechanisms were the inhibition of sporangium formation, the reduction of zoospore number, and the destruction of the mycelium structure. At an SBG extract concentration of 16.17 mg/mL, the inhibition rates for sporangia and zoospores were 98.66% and 99.39%, respectively. At an MO extract concentration of 2.87 mg/mL, the production of sporangia and zoospores was completely inhibited. The hyphae treated with the two plant extracts showed different degrees of deformation and damage. Hyphae treated with SBG extract showed adhesion and local swelling, whereas treatment with MO extract resulted in broken hyphae. Mixture of the extracts resulted in a good synergistic effect.     

Thecate stem medusozoans (Cnidaria) from the early Cambrian Chengjiang biota

Cnidarians are phylogenetically located near the base of the ‘tree of animals’, and their early evolution had a profound impact on the rise of bilaterians. However, the early diversity and phylogeny of this ‘lowly’ metazoan clade has hitherto been enigmatic. Fortunately, cnidarian fossils from the early Cambrian could provide key insights into their evolutionary history. Here, based on a scrutiny of the purported hyolith Burithes yunnanensis Hou et al. from the early Cambrian Chengjiang biota in South China, we reveal that this species shows characters distinct from those typical of hyoliths, not least a funnel-shaped gastrovascular system with a single opening, a whorl of tentacles surrounding the mouth, and the lack of an operculum. These characters suggest a great deviation from the original definition of the genus Burithes, and a closer affinity with cnidarians. We therefore reassign the material to a new genus: Palaeoconotuba. Bayesian inference of phylogeny based on new anatomical traits identifies a new clade, including Palaeoconotuba and Cambrorhytium, as a stem group of sessile medusozoan cnidarians that are united by the synapomorphies of developing an organic conical theca and a funnel-like gastrovascular system. This study unveils a stem lineage of medusozoans that evolved a lifelong conical theca in the early Cambrian.     

攀西高原不同轮作制度下土壤固氮微生物nifH基因多样性与群落结构特征

[背景]关于高原生境轮作制度对土壤固氮微生物群落组成及多样性的影响研究尚少。[目的]深入认识攀西高原不同轮作制度对农田土壤肥力及土壤固氮微生物nifH基因群落结构与多样性的影响,以期建立合理的轮作制度。[方法]以凉山州冕宁县不同作物轮作制度[包括光叶紫花苕-烤烟(分轮作15年和20年两种,分别为G1和G2)、苦荞-烤烟(KQ)、大麦-烤烟(DM)和撂荒(CK)]的土壤为研究对象,通过化学分析和Illumina MiSeq技术,对土壤理化性质、土壤固氮微生物nifH基因多样性及群落组成进行分析。[结果]撂荒土壤全氮、铵态氮、硝态氮、有机碳和含水量最显著(P<0.05)。KQ轮作下土壤有效磷和速效钾分别提高了43.0%和2.60%,而DM轮作下的土壤理化性质均下降。土壤固氮酶活以撂荒土壤最高,G2轮作最低。土壤固氮微生物nifH基因多样性以G1轮作最高、G2轮作最低,门水平上以变形菌门(Proteobacteria)是优势共有nifH基因类群,相对丰度占群落的63.0%-92.4%;属水平上,偶氮氢单胞菌属(Azohydromonas)是不同轮作制度下的优势物种,慢生根瘤属(Brad...     

信号分子在生物脱氮中的作用及检测方法

生物脱氮是由微生物主导的地球氮循环中的重要环节之一,主要包括硝化、反硝化和厌氧氨氧化(anaerobic ammonium oxidation,anammox)等过程。在微生物联合作用下,污水中的有机氮及氨氮经一系列作用转化为氮气,这种经济高效、环境友好的处理工艺在世界范围内得到广泛应用。群体感应(quorum sensing,QS)以信号分子为媒介通过改变菌群密度和周围环境变化来调节微生物的各种行为。大量的研究已证实调控QS信号分子在生物脱氮中具有应用潜力。本文介绍了各种信号分子类型,从基因组学、实际应用等方面综述了各类信号分子以及检测方法,同时针对酰基高丝氨酸内酯(acyl homoserine lactones,AHLs)类信号分子在生物脱氮中的作用进行详细介绍。然而不足之处在于信号分子研究只是停留在实验室阶段,仅仅研究了单一信号分子对生物脱氮的影响。未来可将信号分子应用于实际污水,研究多种信号分子共同作用以及多种微生物之间的QS现象。