moso bamboo

毛索竹
  • 文章类型: Journal Article
    干旱严重影响植物生长,发展和生产力。植物通过增强糖积累和水分运输来响应干旱胁迫。同源结构域-亮氨酸拉链(HD-Zip)转录因子(TFs)参与植物生长和胁迫响应的各个方面。然而,毛竹(Phyllostachyseduis)中HD-Zips的内部调节机制仍然未知。在这项研究中,我们确认了一个HD-Zip会员,PeHDZ72,在竹笋和根中高表达,受干旱诱导。此外,通过DAP-seq将PeSTP_46019,PeSWEET_23178和PeTIP4-3鉴定为毛竹中PeHDZ72的下游基因。这三个基因的表达均受干旱胁迫诱导。Y1H,DLR和GUS活性测定表明,PeHDZ72可以与这三个基因启动子中的三种类型的HD基序结合。PeHDZ72的过表达导致转基因水稻的耐旱性显着提高,具有显著提高的可溶性糖和蔗糖含量。同时,OsSTPs的表达,在干旱胁迫下,转基因水稻的OsSWEET和OsTIP均上调。总的来说,我们的结果表明,干旱胁迫可能会诱导PeHDZ72的表达,进而激活下游基因PeSTP_46019,PeSWEET_23178和PeTIP4-3,从而有助于改善毛竹对干旱胁迫的细胞渗透潜能。
    Drought drastically affects plant growth, development and productivity. Plants respond to drought stress by enhancing sugar accumulation and water transport. Homeodomain-leucine zipper (HD-Zip) transcription factors (TFs) participate in various aspects of plant growth and stress response. However, the internal regulatory mechanism of HD-Zips in moso bamboo (Phyllostachys edulis) remains largely unknown. In this study, we identified an HD-Zip member, PeHDZ72, which was highly expressed in bamboo shoots and roots and was induced by drought. Furthermore, PeSTP_46019, PeSWEET_23178 and PeTIP4-3 were identified as downstream genes of PeHDZ72 in moso bamboo by DAP-seq. The expressions of these three genes were all induced by drought stress. Y1H, DLR and GUS activity assays demonstrated that PeHDZ72 could bind to three types of HD-motifs in the promoters of these three genes. Overexpression of PeHDZ72 led to a remarkable enhancement in drought tolerance in transgenic rice, with significantly improved soluble sugar and sucrose contents. Meanwhile, the expressions of OsSTPs, OsSWEETs and OsTIP were all upregulated in transgenic rice under drought stress. Overall, our results indicate that drought stress might induce the expression of PeHDZ72, which in turn activated downstream genes PeSTP_46019, PeSWEET_23178 and PeTIP4-3, contributing to the improvement of cellular osmotic potential in moso bamboo in response to drought stress.
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  • 文章类型: Journal Article
    竹材高度生长的调控机制一直是发育生物学研究的热点之一。在该项目的前期工作中,首先研究了LBD转录因子调节身高生长的功能。这里,筛选了调节身高生长的基因PheLBD12。过表达PheLBD12的转基因水稻节间较短,生物活性较低的赤霉素(GA3),并且对GA3比野生型(WT)植物更敏感,这表明PheLBD12参与了赤霉素(GA)途径。编码GAs失活酶的OsGA2ox3的转录水平,在过表达PheLBD12的转基因水稻中显著增强。OsAP2-39的转录水平,即直接调节EUI1的表达以降低GA水平,在过表达PheLBD12的转基因水稻中也显着增强。期望,酵母单杂交分析,双荧光素酶报告基因测定和EMSAs表明PheLBD12与OsGA2ox3和OsAP2-39的启动子直接相互作用。一起,我们的结果表明,PheLBD12通过调节GA分解代谢来调节株高生长。通过本课题的研究,丰富了LBD转录因子的研究内容,将在理论上丰富身高生长调控的研究内容。
    The regulation mechanism of bamboo height growth has always been one of the hotspots in developmental biology. In the preliminary work of this project, the function of LBD transcription factor regulating height growth was firstly studied. Here, a gene PheLBD12 regulating height growth was screened. PheLBD12-overexpressing transgenic rice had shorter internodes, less bioactive gibberellic acid (GA3), and were more sensitive to GA3 than wild-type (WT) plants, which implied that PheLBD12 involve in gibberellin (GA) pathway. The transcript levels of OsGA2ox3, that encoding GAs deactivated enzyme, was significantly enhanced in PheLBD12-overexpressing transgenic rice. The transcript levels of OsAP2-39, that directly regulating the expression of EUI1 to reduce GA levels, was also significantly enhanced in PheLBD12-overexpressing transgenic rice. Expectedly, yeast one-hybrid assays, Dual-luciferase reporter assay and EMSAs suggested that PheLBD12 directly interacted with the promoter of OsGA2ox3 and OsAP2-39. Together, our results reveal that PheLBD12 regulates plant height growth by modulating GA catabolism. Through the research of this topic, it enriches the research content of LBD transcription factors and it will theoretically enrich the research content of height growth regulation.
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  • 文章类型: Journal Article
    竹材以其显著的生长速度和经济意义,提供了一个理想的系统来研究快速生长的植物器官发生的分子基础,特别是在单子叶植物中,控制茎尖和cal间分生组织的维持和分化的基因调控网络仍然是一个有争议的话题。我们在10×平台上采用了空间和单核转录组测序,以精确剖析竹笋各种组织和早期发育阶段的基因功能。我们的综合分析揭示了芽发育过程中不同的细胞轨迹,发现涉及原形成层分化的关键基因和途径,间分生组织形成,和血管组织发育。关键调控基因的时空表达模式,特别是那些与激素信号和脂质代谢有关的,强烈支持以下假设:cal间分生组织起源于周围的薄壁组织细胞。cal间分生组织中的特定基因表达表现出规则和分散的分布模式,为理解推动竹笋快速生长的复杂分子机制提供线索。单核和空间转录组分析揭示了基因活性的综合景观,增强对器官发生的分子结构的理解,并为未来依赖于特定细胞类型身份的基因组和遗传研究提供有价值的资源。
    Bamboo with its remarkable growth rate and economic significance, offers an ideal system to investigate the molecular basis of organogenesis in rapidly growing plants, particular in monocots, where gene regulatory networks governing the maintenance and differentiation of shoot apical and intercalary meristems remain a subject of controversy. We employed both spatial and single-nucleus transcriptome sequencing on 10× platform to precisely dissect the gene functions in various tissues and early developmental stages of bamboo shoots. Our comprehensive analysis reveals distinct cell trajectories during shoot development, uncovering critical genes and pathways involved in procambium differentiation, intercalary meristem formation, and vascular tissue development. Spatial and temporal expression patterns of key regulatory genes, particularly those related to hormone signaling and lipid metabolism, strongly support the hypothesis that intercalary meristem origin from surrounded parenchyma cells. Specific gene expressions in intercalary meristem exhibit regular and dispersed distribution pattern, offering clues for understanding the intricate molecular mechanisms that drive the rapid growth of bamboo shoots. The single-nucleus and spatial transcriptome analysis reveal a comprehensive landscape of gene activity, enhancing the understanding of the molecular architecture of organogenesis and providing valuable resources for future genomic and genetic studies relying on identities of specific cell types.
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  • 文章类型: Journal Article
    尽管竹子在日本分布广泛,它的应用是非常有限的,由于其燃烧效率差的燃料。近年来,废弃竹林的扩张已经成为一个社会问题。在这项研究中,研究了以毛竹为原料,具有快速有效液化条件的液化工艺的可能性。向常规聚乙二醇/甘油混合溶剂体系中加入20重量%碳酸亚乙酯,液化时间由120min成功缩短至60min。同时,将用作催化剂的硫酸的量从3wt%减少到2wt%。此外,在这些条件下,由液化产物制备聚氨酯泡沫,并对其物理性能进行了评价。此外,利用扫描电子显微镜(SEM)、热重分析和差热分析(TG-DTA)表征了稻壳生物炭和毛竹细粉对聚氨酯泡沫的填充效果,并测量了吸水率和物理密度。因此,竹细粉泡沫的吸水率和稻壳生物炭泡沫的热稳定性得到改善。这些结果表明毛竹餐变得更加亲水,稻壳生物炭的碳含量增加。
    Although bamboo is widely distributed in Japan, its applications are very limited due to its poor combustion efficiency for fuel. In recent years, the expansion of abandoned bamboo forests has become a social issue. In this research, the possibility of a liquefaction process with fast and efficient liquefaction conditions using moso bamboo as raw material was examined. Adding 20 wt% ethylene carbonates to the conventional polyethylene glycol/glycerol mixed solvent system, the liquefaction time was successfully shortened from 120 to 60 min. At the same time, the amount of sulfuric acid used as a catalyst was reduced from 3 wt% to 2 wt%. Furthermore, polyurethane foam was prepared from the liquefied product under these conditions, and its physical properties were evaluated. In addition, the filler effects of rice husk biochar and moso bamboo fine meals for the polyurethane foams were characterized by using scanning electron microscopy (SEM) and thermogravimetry and differential thermal analysis (TG-DTA), and the water absorption and physical density were measured. As a result, the water absorption rate of bamboo fine meal-added foam and the thermal stability of rice husk biochar-added foam were improved. These results suggested that moso bamboo meals were made more hydrophilic, and the carbon content of rice husk biochar was increased.
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  • 文章类型: Journal Article
    从单源点云数据中提取毛竹参数具有局限性。在这篇文章中,提出了一种利用机载激光扫描(ALS)和地面激光扫描(TLS)点云数据提取毛竹参数的新方法。使用现场测量的曲线角点坐标和迭代最近点(ICP)算法,ALS和TLS点云对齐。考虑到ALS点分布的差异,TLS,和合并的点云,使用点云分割(PCS)算法从ALS点云分割出单个竹子植物,使用比较最短路径(CSP)方法从TLS和合并的点云中分割出单个竹子植物。圆柱拟合方法用于估计分段竹子植物的胸高直径(DBH)。通过将上述方法提取的竹子参数值与三个样地中的参考数据进行比较来计算精度。比较结果表明,通过使用合并后的数据,毛竹植物的检出率可达97.30%;估计竹高的R2提高到0.96以上,均方根误差(RMSE)从最多1.14m下降到0.35-0.48m,而DBH拟合的R2提高到0.97-0.99,RMSE从最多0.004m降低到0.001-0.003m。使用合并的点云数据显着提高了毛竹参数提取的精度。
    Extracting moso bamboo parameters from single-source point cloud data has limitations. In this article, a new approach for extracting moso bamboo parameters using airborne laser scanning (ALS) and terrestrial laser scanning (TLS) point cloud data is proposed. Using the field-surveyed coordinates of plot corner points and the Iterative Closest Point (ICP) algorithm, the ALS and TLS point clouds were aligned. Considering the difference in point distribution of ALS, TLS, and the merged point cloud, individual bamboo plants were segmented from the ALS point cloud using the point cloud segmentation (PCS) algorithm, and individual bamboo plants were segmented from the TLS and the merged point cloud using the comparative shortest-path (CSP) method. The cylinder fitting method was used to estimate the diameter at breast height (DBH) of the segmented bamboo plants. The accuracy was calculated by comparing the bamboo parameter values extracted by the above methods with reference data in three sample plots. The comparison results showed that by using the merged data, the detection rate of moso bamboo plants could reach up to 97.30%; the R2 of the estimated bamboo height was increased to above 0.96, and the root mean square error (RMSE) decreased from 1.14 m at most to a range of 0.35-0.48 m, while the R2 of the DBH fit was increased to a range of 0.97-0.99, and the RMSE decreased from 0.004 m at most to a range of 0.001-0.003 m. The accuracy of moso bamboo parameter extraction was significantly improved by using the merged point cloud data.
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  • 文章类型: Journal Article
    毛竹(毛竹),以其快速增长而闻名,归因于其顶端分生组织的动态变化。已知CLAVATA3/胚胎周围区域相关(CLE)家族基因在调节模型植物的分生组织和器官形成中起关键作用。但是它们在毛竹中的功能尚不清楚。这里,我们对毛竹的CLE基因家族进行了全基因组鉴定,并研究了它们的基因结构,染色体定位,进化关系,和表达模式。共鉴定出11个PheCLE基因,所有这些都在其C末端含有保守的CLE肽核心功能基序(基序1)。根据拟南芥分类标准,这些基因主要分布在A-C组中。共线性分析揭示了毛竹CLE基因之间的显著同质性,大米,和玉米,暗示着单子叶植物进化过程中潜在的功能保守。转录组分析表明,这些基因在毛竹的顶端组织中显著表达,包括根尖,射击技巧,根茎芽,和花蕾。特别是,单细胞转录组数据和原位杂交进一步证实了PheCLE1和PheCLE10在基底根尖组织中的高表达。此外,PheCLE1和PheCLE10在水稻中的过表达显着促进了根系的生长。PheCLE1和PheCLE10均位于细胞膜上。此外,上游转录因子NAC9和NAC6表现出对PheCLE1和PheCLE10启动子的结合亲和力,从而促进其转录激活。总之,这项研究不仅首次系统地鉴定了毛竹中的CLE基因家族,而且强调了它们在根尖组织发育中的核心作用。这为进一步探索竹种中的功能肽及其信号调控网络提供了有价值的理论基础。
    Moso bamboo (Phyllostachys edulis), renowned for its rapid growth, is attributed to the dynamic changes in its apical meristem. The CLAVATA3/EMBRYO SURROUNDING REGION-RELATED (CLE) family genes are known to play crucial roles in regulating meristem and organ formation in model plants, but their functions in Moso bamboo remain unclear. Here, we conducted a genome-wide identification of the CLE gene family of Moso bamboo and investigated their gene structure, chromosomal localization, evolutionary relationships, and expression patterns. A total of 11 PheCLE genes were identified, all of which contained a conserved CLE peptide core functional motif (Motif 1) at their C-termini. Based on Arabidopsis classification criteria, these genes were predominantly distributed in Groups A-C. Collinearity analysis unveiled significant synteny among CLE genes in Moso bamboo, rice, and maize, implying potential functional conservation during monocot evolution. Transcriptomic analysis showed significant expression of these genes in the apical tissues of Moso bamboo, including root tips, shoot tips, rhizome buds, and flower buds. Particularly, single-cell transcriptomic data and in situ hybridization further corroborated the heightened expression of PheCLE1 and PheCLE10 in the apical tissue of basal roots. Additionally, the overexpression of PheCLE1 and PheCLE10 in rice markedly promoted root growth. PheCLE1 and PheCLE10 were both located on the cell membrane. Furthermore, the upstream transcription factors NAC9 and NAC6 exhibited binding affinity toward the promoters of PheCLE1 and PheCLE10, thereby facilitating their transcriptional activation. In summary, this study not only systematically identified the CLE gene family in Moso bamboo for the first time but also emphasized their central roles in apical tissue development. This provides a valuable theoretical foundation for the further exploration of functional peptides and their signaling regulatory networks in bamboo species.
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  • 文章类型: Journal Article
    本研究旨在探索中国毛竹的多样性表型特征,明确毛竹的本质特征。在这项研究中,采用网格法选择63个网格,对中国整个分布区毛竹的28个表型性状进行了调查。结果表明,毛竹的表型性状表现出丰富的多样性,变异系数在5.87%到36.57%之间。毛竹的表型性状表现出不同程度的相关性。主成分分析用于确定七个主要的表型性状指标:胸高直径(DBH),叶面积(LA),叶重(LW),枝叶比(BLr),叶片含水量(Lmc),壁腔比(WCr),和胸高节点长度(LN),占总信息量的81.64%。使用了随机森林模型,这给出了很好的结果来验证结果。大多数种质的平均组合表型性状值(D值)为0.563。D值最高的是福建武夷1号(0.803),广西平乐2号模型的D值最低(0.317)。表型性状的聚类分析将中国毛竹种质分为四类。I组的D值最高,是优秀种质筛选的重要候选种质。
    This research aimed to explore the diverse phenotypic characteristics of moso bamboo in China and pinpoint essential characteristics of moso bamboo. In this study, 63 grids were selected using the grid method to investigate 28 phenotypic traits of moso bamboo across the entire distribution area of China. The results suggest that the phenotypic traits of moso bamboo exhibit rich diversity, with coefficients of variation ranging from 5.87% to 36.57%. The phenotypic traits of moso bamboo showed varying degrees of correlation. A principal component analysis was used to identify seven main phenotypic trait indicators: diameter at breast height (DBH), leaf area (LA), leaf weight (LW), branch-to-leaf ratio (BLr), leaf moisture content (Lmc), wall-to-cavity ratio (WCr), and node length at breast height (LN), which accounted for 81.64% of the total information. A random forest model was used, which gave good results to validate the results. The average combined phenotypic trait value (D-value) of most germplasm was 0.563. The highest D-value was found in Wuyi 1 moso in Fujian (0.803), while the lowest D-value was observed in Pingle 2 moso in Guangxi (0.317). The clustering analysis of phenotypic traits classified China\'s moso bamboo germplasm into four groups. Group I had the highest D-value and is an important candidate germplasm for excellent germplasm screening.
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  • 文章类型: Journal Article
    忽视毛竹的表型变异阻碍了其更广泛的利用,尽管它在全球具有很高的经济价值。因此,本研究调查了16个毛竹种群的形态变异。分析显示,茎秆高度从9.67米到17.5米不等,第一分支下的平均高度为4.91m至7.67m。第一分支下的节间总数从17到36不等,节间长度为2.9cm至46.4cm,直径范围从5.10厘米到17.2厘米,壁厚从3.20毫米到33.3毫米,表明种群之间的不同属性。此外,节间直径之间观察到很强的正相关,厚度,长度,和音量。第一分支下的高度变异系数与几个参数呈强正相关,表明它们对总杆高的贡献的可变性。回归分析揭示了培养参数之间的协变模式,突出了它们对茎秆高度和结构特征的影响。直径和厚度都显著影响节间体积和茎高,并且培养参数倾向于一起增加或减少,影响茎秆高度。此外,这项研究还确定了月降水量与节间直径和厚度之间的显着负相关,尤其是在12月和1月,影响原发性增厚生长,因此,节间大小。
    The neglect of Moso bamboo\'s phenotype variations hinders its broader utilization, despite its high economic value globally. Thus, this study investigated the morphological variations of 16 Moso bamboo populations. The analysis revealed the culm heights ranging from 9.67 m to 17.5 m, with average heights under the first branch ranging from 4.91 m to 7.67 m. The total internode numbers under the first branch varied from 17 to 36, with internode lengths spanning 2.9 cm to 46.4 cm, diameters ranging from 5.10 cm to 17.2 cm, and wall thicknesses from 3.20 mm to 33.3 mm, indicating distinct attributes among the populations. Furthermore, strong positive correlations were observed between the internode diameter, thickness, length, and volume. The coefficient of variation of height under the first branch showed strong positive correlations with several parameters, indicating variability in their contribution to the total culm height. A regression analysis revealed patterns of covariation among the culm parameters, highlighting their influence on the culm height and structural characteristics. Both the diameter and thickness significantly contribute to the internode volume and culm height, and the culm parameters tend to either increase or decrease together, influencing the culm height. Moreover, this study also identified a significant negative correlation between monthly precipitation and the internode diameter and thickness, especially during December and January, impacting the primary thickening growth and, consequently, the internode size.
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  • 文章类型: Journal Article
    条伐后毛竹采伐带的快速恢复和更新已成为重点研究领域,特别是关于保护区的养分积累和利用是否有助于伐木区的恢复和再生。在这项研究中,通过将标记的尿素肥料注入竹秆中,进行了动态15N同位素跟踪实验。6m的测井带和保留区,8米,并建立了10米的宽度。传统的选择性测井处理用作对照(Con)。在5月和10月进行了测量,以评估氮积累能力的差异,利用率,竹林不同生长阶段和不同处理下不同器官的养分含量。进行主成分分析,综合评价和确定各指标的重要性,并进行条带测井处理。结果表明,与生长后期相比,在生长高峰期,各种竹子器官表现出更高的氮积累和利用率。叶片的氮素积累和利用率高于其他器官。不同采伐处理下竹子各器官中的平均C含量表现出细微的差异,与测井宽度处理的变化无关。竹秆的碳积累量最高。生长高峰期竹子各器官中的C含量高于生长后期。在两个生长阶段,叶片中的氮含量达到峰值,并且明显高于其他器官。伐木区的大多数竹子器官的氮含量均高于保护区和Con组。在不同的采伐处理中,与其他器官相比,竹叶中的P含量最高。主成分分析显示,C含量系数的绝对值相对较高,竹桩C含量,和culmNdff%。Log8和Res10区的综合评价得分最高,说明Log8和Res10对毛竹各器官氮素利用和养分积累的促进作用最好。
    The rapid restoration and renewal of the moso bamboo logging zone after strip logging has emerged as a key research area, particularly regarding whether nutrient accumulation and utilization in reserve zones can aid in the restoration and regeneration of the logging zone. In this study, a dynamic 15N isotope tracking experiment was conducted by injecting labeled urea fertilizer into bamboo culms. Logging zones and reserve zones of 6 m, 8 m, and 10 m widths were established. The conventional selective logging treatment served as a control (Con). Measurements were taken in May and October to assess the differences in nitrogen accumulation ability, utilization rates, and nutrient content across different organs in bamboo forests at different growth stages and under different treatments. Principal component analysis was conducted to evaluate and determine the importance of each indicator and strip logging treatment comprehensively. The results showed that various bamboo organs exhibited higher nitrogen accumulation and utilization rates during the peak growth period compared to the late growth period. Leaves had the highest nitrogen accumulation and utilization rates than the other organs. The average C content in various bamboo organs under different logging treatments exhibited subtle differences, irrespective of variation in logging width treatments. Bamboo culm exhibited the highest carbon accumulation. The C content in various bamboo organs was higher during the peak growth period than in the late growth period. The nitrogen content peaked in the leaves during the two growth stages and was significantly higher compared to the other organs. Most bamboo organs in the logging zones exhibited relatively higher nitrogen content than in the reserve zone and Con group. The P content was highest in bamboo leaves compared with other organs across the different strip logging treatments. Principal component analysis revealed relatively high absolute values of the coefficients for the C content, bamboo stump C content, and culm Ndff%. Log8 and Res10 zones had the highest comprehensive evaluation scores, indicating that Log8 and Res10 had the best effect on the promotion of nitrogen utilization and nutrient accumulation in various organs of moso bamboo.
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  • 文章类型: Journal Article
    叶绿素荧光是植物光合作用和耗散后吸收的剩余能量释放的长波光,从光合过程机理的角度直接、无损地反映植物的光合状态。毛竹有很大的固碳能力,叶片扩张期是固碳的重要物候期。毛额初级生产是反映植被固碳过程的关键参数。然而,毛竹中叶绿素荧光解释GMP变化的能力尚不清楚。本研究的研究区域位于安吉县通量站附近的竹林,浙江省,在那里建造了观测塔,以监测竹林的碳通量和气象变化。测量并计算了新生毛竹(IDu竹)的叶片和4至5年生毛竹(IIIDu竹)的老叶的叶绿素荧光生理参数(Fp)和荧光产量(Fy)指数。分析了叶绿素荧光对环境的响应及其对碳通量的影响。结果表明:Fv/Fm,Ⅰ杜竹的Y(Ⅱ)和α逐渐增加,而Ⅲ度竹逐渐减少,Ⅰ杜竹的FYint和FY687/FY738高于Ⅲ杜竹;毛竹对气温(Ta)的变化敏感,相对湿度(RH),水蒸气压力(E),土壤温度(ST)和土壤含水量(SWC),上层的Fy指数,中下层与Ta显著相关,E和ST;单个或多个植被指数能够很好地估计荧光产量指数(R2均大于0.77);Ⅰ杜竹和Ⅲ杜竹的叶绿素荧光(Fp和Fy指数)可以解释其差异的74.4%和72.7%,分别;叶绿素荧光和冠层归一化植被指数(NDVIc)可以使用随机森林(ⅠDu竹子:r=0.929,RMSE=0.069gC·m-2;ⅢDu竹子:r=0.899,RMSE=0.134gC·m-2)。本研究结果表明,叶绿素荧光能够为毛竹对环境变化的响应提供判断依据,并能很好地解释Gp。本研究对评估潜在的生长机制具有重要的科学意义。竹子的胁迫反馈与光合固碳。
    Chlorophyll fluorescence is the long-wave light released by the residual energy absorbed by vegetation after photosynthesis and dissipation, which can directly and non-destructively reflect the photosynthetic state of plants from the perspective of the mechanism of photosynthetic process. Moso bamboo has a substantial carbon sequestration ability, and leaf-expansion stage is an important phenological period for carbon sequestration. Gross primary production (GPP) is a key parameter reflecting vegetation carbon sequestration process. However, the ability of chlorophyll fluorescence in moso bamboo to explain GPP changes is unclear. The research area of this study is located in the bamboo forest near the flux station of Anji County, Zhejiang Province, where an observation tower is built to monitor the carbon flux and meteorological change of bamboo forest. The chlorophyll fluorescence physiological parameters (Fp) and fluorescence yield (Fy) indices were measured and calculated for the leaves of newborn moso bamboo (I Du bamboo) and the old leaves of 4- to 5-year-old moso bamboo (Ⅲ Du bamboo) during the leaf-expansion stage. The chlorophyll fluorescence in response to the environment and its effect on carbon flux were analyzed. The results showed that: Fv/Fm, Y(II) and α of Ⅰ Du bamboo gradually increased, while Ⅲ Du bamboo gradually decreased, and FYint and FY687/FY738 of Ⅰ Du bamboo were higher than those of Ⅲ Du bamboo; moso bamboo was sensitive to changes in air temperature(Ta), relative humidity(RH), water vapor pressure(E), soil temperature(ST) and soil water content (SWC), the Fy indices of the upper, middle and lower layers were significantly correlated with Ta, E and ST; single or multiple vegetation indices were able to estimate the fluorescence yield indices well (all with R2 greater than 0.77); chlorophyll fluorescence (Fp and Fy indices) of Ⅰ Du bamboo and Ⅲ Du bamboo could explain 74.4% and 72.7% of the GPP variation, respectively; chlorophyll fluorescence and normalized differential vegetation index of the canopy (NDVIc) could estimate GPP well using random forest (Ⅰ Du bamboo: r = 0.929, RMSE = 0.069 g C·m-2; Ⅲ Du bamboo: r = 0.899, RMSE = 0.134 g C·m-2). The results of this study show that chlorophyll fluorescence can provide a basis for judging the response of moso bamboo to environmental changes and can well explain GPP. This study has important scientific significance for evaluating the potential mechanisms of growth, stress feedback and photosynthetic carbon sequestration of bamboo.
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