Cynodon

Cynodon
  • 文章类型: Journal Article
    尾矿粉尘会对周围环境和社区产生负面影响,因为尾矿容易受到风蚀。在这项研究中,卤化物(氯化钠[NaCl],氯化钙[CaCl2],和氯化镁六水合物[MgCl2·6H2O]),和聚合物材料(聚丙烯酰胺[PAM],聚乙烯醇[PVA],和木质素磺酸钙[LS])进行了研究,以稳定尾矿以控制粉尘。直立乳香(Astragalusadsurgens),黑麦草(黑麦草),和百慕大草(Cynodondactylon)种植在尾矿中,并喷洒化学抑尘剂。还研究了植物的生长状况及其对尾矿力学性质的影响。结果表明,卤化物和聚合物稳定了尾矿的失重,并随着溶液浓度和喷雾量的增加而降低。卤化物和聚合物稳定的尾矿的抗渗透性随溶液浓度和喷雾量的增加而增加。在测试的卤化物和聚合物中,CaCl2和PAM的使用导致了对尾矿粉尘的最佳控制,分别。CaCl2溶液降低了植物的适应性,因此使草籽难以正常发芽。PAM溶液有利于草本植物的发展。在这三种草本植物中,黑麦草的发育程度最好,更适合在尾矿中生长。喷施PAM的尾矿中种植的黑麦草植物生长最好,形成的根-土复合体增加了尾矿的抗剪强度。
    Tailings dust can negatively affect the surrounding environment and communities because the tailings are vulnerable to wind erosion. In this study, the effects of halides (sodium chloride [NaCl], calcium chloride [CaCl2], and magnesium chloride hexahydrate [MgCl2·6H2O]), and polymer materials (polyacrylamide [PAM], polyvinyl alcohol [PVA], and calcium lignosulfonate [LS]) were investigated for the stabilization of tailings for dust control. Erect milkvetch (Astragalus adsurgens), ryegrass (Lolium perenne L.), and Bermuda grass (Cynodon dactylon) were planted in the tailings and sprayed with chemical dust suppressants. The growth status of the plants and their effects on the mechanical properties of tailings were also studied. The results show that the weight loss of tailings was stabilized by halides and polymers, and decreased with increasing concentration and spraying amount of the solutions. The penetration resistance of tailings stabilized by halides and polymers increased with increasing concentration and spraying amount of the solutions. Among the halides and polymers tested, the use of CaCl2 and PAM resulted in the best control of tailings dust, respectively. CaCl2 solution reduces the adaptability of plants and therefore makes it difficult for grass seeds to germinate normally. PAM solutions are beneficial for the development of herbaceous plants. Among the three herbaceous species, ryegrass exhibited the best degree of development and was more suitable for growth in the tailings. The ryegrass plants planted in the tailings sprayed with PAM grew the best, and the root-soil complex that formed increased the shear strength of the tailings.
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  • 文章类型: Journal Article
    草皮草对遮荫的响应在单个物种中有所不同,以及弱光的程度和质量;因此,选择耐低光照的草坪草品种对于草坪管理而不是其他做法是重要且有益的。在扬州大学江苏中国温室中,对13种百慕大基因型的茎进行了两种处理,每种处理3次重复,以建立一个月。建立的植物被转移到温室外,并用黑网对它们施加了50%的阴影。经过30天的压力治疗,进行了形态生理和生化分析.HEMA等基因的表达,评估HY5、PIF4和Cu/ZnSOD。Cynodondactylon是C4,多年生植物,生长为草坪草,用作饲料。根据不同的指标测量,最耐荫的种质是沿经度的L01和L06,沿纬度的L09和L10。同时,L02和L08更易感,分别。然而,种质在高纬度地区表现出更高的耐受性,而纵向植物表现出较少的胁迫响应。目前的研究旨在(1)在中国沿纵向和纬度梯度的13个中筛选出最耐荫性的Cynodondactylon基因型。(2)检查不同百慕大草基因型的形态生理指标;(3)评估百慕大草的各种指标是否以及如何与地理区域相关。本研究将大大推进Cynodon种质资源在育种中的应用,基因组学,管理,命名法,和系统地理学研究。它将决定性地定义自然选择和迁移是否可以驱动种群的进化反应,以有效地适应其新环境。
    Responses of turfgrass to shade vary in individual species, and the degree and quality of low light; therefore, the selection of low light tolerant cultivars of turfgrass is important and beneficial for turf management rather than other practices. The stolons of thirteen bermudagrass genotypes were planted with two treatments and three replications of each treatment to establish for one month in the Yangzhou University Jiangsu China greenhouse. The established plants were transferred outside of the greenhouse, and 50% shading was applied to them with a black net. After 30 days of stress treatment, the morpho-physiological and biochemical analyses were performed. The expression of genes such as HEMA, HY5, PIF4, and Cu/ZnSOD was assessed. Cynodon dactylon is a C4, and perennial that grows as lawn grass and is used as forage. Based on different indicator measurements, the most shade-tolerant germplasm was L01 and L06 along the longitudes and L09 and L10 along the latitudes. At the same time, L02 and L08 were more susceptible, respectively. However, germplasm showed greater tolerance in higher latitudes while longitudinal plants showed less stress response. The current study aimed (1) to screen out the most shade-tolerant Cynodon dactylon genotype among 13 along longitudinal and latitudinal gradients in China. (2) to examine morpho-physiological indicators of different bermudagrassgenotypes; (3) to evaluate if and how differences in various indicators of bermudagrass correlated with geographic region. This study will significantly advance the use of Cynodon germplasm in breeding, genomics, management, nomenclature, and phylogeographical study. It will decisively define whether natural selection and migration can drive evolutionary responses for populations to adapt to their new environments effectively.
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  • 文章类型: Journal Article
    作为一种重要的暖季型草坪草,由于C4光合途径的存在,百慕大草(CynodondactylonL.)在世界各地的温暖地区蓬勃发展。然而,百慕大草叶片中C4光合作用的运作方式仍然知之甚少。在这项研究中,我们对百慕大草叶片的5296个细胞进行了单细胞RNA测序。对应于叶肉的八个细胞簇,束鞘,使用已知的细胞标记基因成功鉴定了表皮和维管束细胞。表达谱分析表明,编码NADP依赖性苹果酸酶(NADP-ME)的基因在束鞘细胞中高表达,而NAD-ME基因在所有细胞类型中均弱表达,表明百慕大草叶片的C4光合作用可能是NADP-ME型而不是NAD-ME型。结果还表明,淀粉合成相关基因在束鞘细胞中表现出优先表达,而淀粉降解相关基因在叶肉细胞中高表达,这与在束鞘细胞中观察到的淀粉填充叶绿体的积累一致。基因共表达分析进一步揭示了不同家族的转录因子与多个C4光合作用相关基因共表达,表明百慕大草叶片中可能存在C4光合作用的复杂转录调控网络。这些发现共同为百慕大草中光合基因的细胞特异性表达模式和转录调控提供了新的见解。
    As an important warm-season turfgrass species, bermudagrass (Cynodon dactylon L.) flourishes in warm areas around the world due to the existence of the C4 photosynthetic pathway. However, how C4 photosynthesis operates in bermudagrass leaves is still poorly understood. In this study, we performed single-cell RNA-sequencing on 5296 cells from bermudagrass leaf blades. Eight cell clusters corresponding to mesophyll, bundle sheath, epidermis and vascular bundle cells were successfully identified using known cell marker genes. Expression profiling indicated that genes encoding NADP-dependent malic enzymes (NADP-MEs) were highly expressed in bundle sheath cells, whereas NAD-ME genes were weakly expressed in all cell types, suggesting C4 photosynthesis of bermudagrass leaf blades might be NADP-ME type rather than NAD-ME type. The results also indicated that starch synthesis-related genes showed preferential expression in bundle sheath cells, whereas starch degradation-related genes were highly expressed in mesophyll cells, which agrees with the observed accumulation of starch-filled chloroplasts in bundle sheath cells. Gene co-expression analysis further revealed that different families of transcription factors were co-expressed with multiple C4 photosynthesis-related genes, suggesting a complex transcription regulatory network of C4 photosynthesis might exist in bermudagrass leaf blades. These findings collectively provided new insights into the cell-specific expression patterns and transcriptional regulation of photosynthetic genes in bermudagrass.
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  • 文章类型: Journal Article
    背景:遮蔽环境中的光缺陷严重影响草皮植物的生长和发育。尽管如此,过去的研究主要集中在避免遮荫,而不是遮荫耐受性。为了解决这个问题,我们的研究研究了百慕大草暴露于不同强度的阴影时的光合调节,以全面了解C4草坪草的阴影响应。
    结果:我们观察到光合色素蛋白的变化,电子传输及其相关的碳和氮同化,以及在阴影条件下清除ROS的酶活性。温和的阴影富含Chlb和LHC转录本,虽然严重的阴影促进了Chla,类胡萝卜素和超出QA-的光合电子转移(ET0/RC,φE0,Φ0)。该研究还强调了阴影对叶片和根部成分的不同影响。例如,可溶性糖含量在叶片和根部之间变化,因为色度减少SPS,SUT1但上调BAM。此外,我们观察到阴影降低了涉及氮同化(例如NR)和SOD的基因的转录水平,POD,叶片中CAT酶活性,尽管它的根增加了。
    结论:随着阴影强度的增加,沿电子传输链轴的光能转换和光合代谢过程发生了相当大的变化。因此,我们的研究为理解C4草如何适应耐荫性提供了有价值的理论基础。
    BACKGROUND: Light deficit in shaded environment critically impacts the growth and development of turf plants. Despite this fact, past research has predominantly concentrated on shade avoidance rather than shade tolerance. To address this, our study examined the photosynthetic adjustments of Bermudagrass when exposed to varying intensities of shade to gain an integrative understanding of the shade response of C4 turfgrass.
    RESULTS: We observed alterations in photosynthetic pigment-proteins, electron transport and its associated carbon and nitrogen assimilation, along with ROS-scavenging enzyme activity in shaded conditions. Mild shade enriched Chl b and LHC transcripts, while severe shade promoted Chl a, carotenoids and photosynthetic electron transfer beyond QA- (ET0/RC, φE0, Ψ0). The study also highlighted differential effects of shade on leaf and root components. For example, Soluble sugar content varied between leaves and roots as shade diminished SPS, SUT1 but upregulated BAM. Furthermore, we observed that shading decreased the transcriptional level of genes involving in nitrogen assimilation (e.g. NR) and SOD, POD, CAT enzyme activities in leaves, even though it increased in roots.
    CONCLUSIONS: As shade intensity increased, considerable changes were noted in light energy conversion and photosynthetic metabolism processes along the electron transport chain axis. Our study thus provides valuable theoretical groundwork for understanding how C4 grass acclimates to shade tolerance.
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  • 文章类型: Journal Article
    内生细菌,被公认为生态友好型生物肥料,已经证明了提高作物生长和产量的潜力。虽然内生细菌对植物生长的促进作用已被广泛研究,对杂草内生菌的影响研究较少。在这项研究中,我们旨在从本地杂草中分离内生细菌,并评估其在不同化学施肥下在水稻中促进植物生长的能力。评估包括矿物磷酸盐和钾盐溶解的测量,以及所选分离株的吲哚-3-乙酸(IAA)生产活性。两个有希望的菌株,根据16SrRNA基因系统发育初步鉴定为伊利usineindica(鹅草)的粪产碱菌(BTCP01)和Cynodondactylon(百慕大草)的变形杆菌(BTDR03),表现出显著的磷酸盐和钾溶解活性,分别。BTCP01表现出优越的磷酸盐溶解活性,而BTDR03表现出最高的钾(K)增溶活性。两种分离物在L-色氨酸存在下合成IAA,在其基因组中检测nifH和ipdC基因。在开花期通过根浸渍和喷施分离株BTCP01和BTDR03显着提高了水稻品种CV的农艺性能。BRRIdhan29.值得注意的是,将两种菌株与50%的推荐氮相结合,P,与接受100%推荐剂量的对照植物相比,钾肥剂量导致稻米产量大幅增加。一起来看,我们的结果表明,杂草内生细菌菌株BTCP01和BTDR03有望作为生物肥料,可能减少对化肥的依赖高达50%,从而促进可持续的水稻生产。
    Endophytic bacteria, recognized as eco-friendly biofertilizers, have demonstrated the potential to enhance crop growth and yield. While the plant growth-promoting effects of endophytic bacteria have been extensively studied, the impact of weed endophytes remains less explored. In this study, we aimed to isolate endophytic bacteria from native weeds and assess their plant growth-promoting abilities in rice under varying chemical fertilization. The evaluation encompassed measurements of mineral phosphate and potash solubilization, as well as indole-3-acetic acid (IAA) production activity by the selected isolates. Two promising strains, tentatively identified as Alcaligenes faecalis (BTCP01) from Eleusine indica (Goose grass) and Metabacillus indicus (BTDR03) from Cynodon dactylon (Bermuda grass) based on 16S rRNA gene phylogeny, exhibited noteworthy phosphate and potassium solubilization activity, respectively. BTCP01 demonstrated superior phosphate solubilizing activity, while BTDR03 exhibited the highest potassium (K) solubilizing activity. Both isolates synthesized IAA in the presence of L-tryptophan, with the detection of nifH and ipdC genes in their genomes. Application of isolates BTCP01 and BTDR03 through root dipping and spraying at the flowering stage significantly enhanced the agronomic performance of rice variety CV. BRRI dhan29. Notably, combining both strains with 50% of recommended N, P, and K fertilizer doses led to a substantial increase in rice grain yields compared to control plants receiving 100% of recommended doses. Taken together, our results indicate that weed endophytic bacterial strains BTCP01 and BTDR03 hold promise as biofertilizers, potentially reducing the dependency on chemical fertilizers by up to 50%, thereby fostering sustainable rice production.
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  • 文章类型: Journal Article
    背景:红草粉虱,AntoninaGraminis,是高尔夫球场上果岭上的超短杂交百慕大草(Cynodondactylon×C.transvaalensis)的严重害虫。A.graminis的摄食损害表现为草皮草叶片的广泛变黄和从夏末到秋天的严重变薄。放置果岭是高尔夫球场的集中管理区域,在这些区域中,通常会施用肥料以保持和提高草坪草的质量,可玩性和美学。我们假设可以通过减少氮(N)肥料来最大程度地减少A.graminis种群,然后使用系统性杀虫剂进行有效管理。这项研究的目的是确定不同水平的氮肥和氟吡唑酮对高尔夫球场果岭上的A.graminis种群和草坪草质量的影响。治疗很低,中等,和高氮肥施肥量,有和没有杀虫剂(氟吡唑酮)。
    结果:施用高剂量的氮肥可改善草坪草的质量,而不会增加高尔夫球场果岭上的A.graminis密度。尽管无论氮肥处理如何,氟吡唑酮的施用都会降低A.graminis密度,在高肥料剂量下,用氟吡唑酮可以改善对A.graminis密度的抑制。此外,单用高氮肥改善了放绿上的草坪草质量,无论flupyradifurone应用。
    结论:A.可以使用中等至高水平的氮肥并使用系统性杀虫剂来管理graminis种群。低氮肥不能有效降低果岭上的A.graminis密度。本文受版权保护。保留所有权利。
    BACKGROUND: Rhodesgrass mealybug, Antonina graminis, is a serious pest of ultradwarf hybrid bermudagrass (Cynodon dactylon × C. transvaalensis) on golf course putting greens. A. graminis feeding damage appears as extensive yellowing of turfgrass blades and heavy thinning from mid-to-late summer into fall. Putting greens are intensively managed areas of the golf course where fertilizers are routinely applied to maintain and enhance turfgrass quality, playability and aesthetics. We hypothesize that A. graminis populations can be minimized by reducing nitrogen (N) fertilizer and then effectively managed using systemic insecticides. The objective of this study was to determine the effects of various levels of N fertilizer and flupyradifurone on the A. graminis population and turfgrass quality on the golf course putting green. The treatments were low, medium, and high N fertilizer rates with and without insecticide (flupyradifurone).
    RESULTS: Applying a high dose of N fertilizer improved turfgrass quality without increasing A. graminis densities on the golf course green. Although flupyradifurone application reduced A. graminis densities regardless of N fertilizer treatments, suppression of A. graminis densities improved at the high fertilizer dose with flupyradifurone. Additionally, the turfgrass quality on the putting green improved with high N fertilizer alone, regardless of flupyradifurone application.
    CONCLUSIONS: A. graminis populations can be managed using moderate to high levels of N fertilizer and applying a systemic insecticide. The low nitrogen fertilizer did not effectively reduce the A. graminis densities on the putting green. © 2024 The Author(s). Pest Management Science published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
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  • 文章类型: Journal Article
    百慕大草螨(AceriacynodoniensisSayed)侵染了百慕大草(Cynodonspp。[Poales:禾本科])生长,导致草皮变薄,审美和娱乐价值降低。百慕大螨引起称为巫婆扫帚的特征性症状,包括缩短的节间和叶片以及分till的增殖。割草或剥皮百慕大草港口螨产生的草屑,放弃干燥的草屑,并传播到周围的草坪草。落草会导致新草坪草的侵染。用盆栽百慕大草进行了苗圃实验,以确定剥皮后去除巫婆的扫帚或剪草对回收的百慕大草的扫帚密度的影响。此外,进行了实验室实验,以评估螨虫放弃分离的巫婆扫帚的可能性,并评估螨离开宿主后的存活率。最初巫婆扫帚的数量和单独移除巫婆扫帚的数量并不影响随后的巫婆扫帚密度,这表明出没但无症状的终端后来发展成女巫的扫帚。在两次试验中,剥皮后清除草屑将女巫的扫帚密度降低了65%以上。大多数螨虫(96%)在分离女巫扫帚后48小时内放弃了女巫扫帚,从寄主植物中去除后,成年螨平均存活5.6小时。剥皮后去除碎屑可以改善百慕大草螨的管理,并限制对正在恢复的草坪草的损害。此外,由于常规割草或剥皮而产生的剪报应妥善处理,因为这项研究表明,螨虫会放弃干燥的寄主植物,并存活足够长的时间来侵染周围的草皮草。
    Bermudagrass mite (Aceria cynodoniensis Sayed) infestation stunts bermudagrass (Cynodon spp. [Poales: Poaceae]) growth, leading to thinned turf and lower aesthetic and recreational value. Bermudagrass mites cause characteristic symptoms called witch\'s brooms, including shortened internodes and leaves and the proliferation of tillers. Grass clippings produced by mowing or scalping bermudagrass harbor mites, which abandon the desiccating grass clippings and spread to surrounding turfgrass. Dropped grass clippings can lead to infestation of new turfgrass. Nursery experiments were conducted with potted bermudagrass to determine the effect of removing witch\'s brooms or grass clippings after scalping on witch\'s broom densities on the recovering bermudagrass. Additionally, laboratory experiments were conducted to assess the potential for mites to abandon detached witch\'s brooms and to evaluate mite survival after leaving their hosts. The number of initial witch\'s brooms and individually removing witch\'s brooms did not affect subsequent witch\'s broom densities, suggesting that infested but asymptomatic terminals later developed into witch\'s brooms. Removing grass clippings after scalping reduced witch\'s broom densities by over 65% in two trials. Most mites (96%) abandoned witch\'s brooms within 48 h after detaching witch\'s brooms, and adult mites survived an average of 5.6 h after removal from the host plant. Removing clippings after scalping may improve bermudagrass mite management and limit damage on the recovering turfgrass. Additionally, clippings resulting from regular mowing or scalping should be disposed of properly because this study demonstrates that mites abandon desiccating host plants and survive sufficiently long to infest surrounding turfgrass.
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  • 文章类型: Journal Article
    干旱胁迫被认为是中国夏季温暖季节百慕大草生长的关键限制因素。百慕大草中存在针对干旱胁迫的基因型变异(Cynodonsp。),但是选择高度耐旱的种质对于其在有限的水域中的生长和未来的育种很重要。我们的研究旨在调查13种百慕大草种质中最耐受的种质,在水分充足和干旱胁迫条件下,沿纬度和纵向梯度。目前的研究包括高抗旱种质,“天水”和“临湘”,和干旱敏感品种;沿经度和纬度梯度干旱处理下的“郑州”和“慈县”,分别。在缺水条件下,耐受基因型显示脱水蛋白基因cdDHN4,抗氧化基因Cu/ZnSOD和APX的过表达,从而导致更高的抗氧化活性,以清除过多的活性氧并最大程度地减少膜损伤。它通过产生有机渗透液来帮助维持细胞膜通透性和渗透调节。脯氨酸是一种渗透物,能够通过气孔导度保持较高的渗透水势和水分利用效率,并保持蒸腾速率。它导致最佳的二氧化碳同化率,叶片叶肉光合作用和伸长的高叶绿素含量,栅栏和厚的海绵状细胞。因此,它导致叶片长度伸长,茎和节间长度;株高和深生根系统。CdDHN4基因在“天水”和“有县”高表达,“天水”和“临乡”中的Cu/ZnSOD基因和“山县”和“临乡”中的APX基因。在缺水条件下,“中山”和“小昌”基因型没有基因表达。我们的结果表明,草坪草在遭受干旱胁迫时首先表现出形态变化;然而,基因表达直接相关,对百慕大草的耐旱性至关重要。因此,目前的研究为耐旱百慕大草的生理和分子研究以及未来的育种提供了优良的种质资源。
    Drought stress considered a key restrictive factor for a warm-season bermudagrass growth during summers in China. Genotypic variation against drought stress exists among bermudagrass (Cynodon sp.), but the selection of highly drought-tolerant germplasm is important for its growth in limited water regions and for future breeding. Our study aimed to investigate the most tolerant bermudagrass germplasm among thirteen, along latitude and longitudinal gradient under a well-watered and drought stress condition. Current study included high drought-resistant germplasm, \"Tianshui\" and \"Linxiang\", and drought-sensitive cultivars; \"Zhengzhou\" and \"Cixian\" under drought treatments along longitude and latitudinal gradients, respectively. Under water deficit conditions, the tolerant genotypes showed over-expression of a dehydrin gene cdDHN4, antioxidant genes Cu/ZnSOD and APX which leads to higher antioxidant activities to scavenge the excessive reactive oxygen species and minimizing the membrane damage. It helps in maintenance of cell membrane permeability and osmotic adjustment by producing organic osmolytes. Proline an osmolyte has the ability to keep osmotic water potential and water use efficiency high via stomatal conductance and maintain transpiration rate. It leads to optimum CO2 assimilation rate, high chlorophyll contents for photosynthesis and elongation of leaf mesophyll, palisade and thick spongy cells. Consequently, it results in elongation of leaf length, stolon and internode length; plant height and deep rooting system. The CdDHN4 gene highly expressed in \"Tianshui\" and \"Youxian\", Cu/ZnSOD gene in \"Tianshui\" and \"Linxiang\" and APX gene in \"Shanxian\" and \"Linxiang\". The genotypes \"Zhongshan\" and \"Xiaochang\" showed no gene expression under water deficit conditions. Our results indicate that turfgrass show morphological modifications firstly when subjected to drought stress; however the gene expression is directly associated and crucial for drought tolerance in bermudagrass. Hence, current research has provided excellent germplasm of drought tolerant bermudagrass for physiological and molecular study and future breeding.
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  • 文章类型: Journal Article
    百慕大草(Cynodondactylon)是全球分布的,广泛使用的温暖季节草皮和牧草,在碱性环境中对盐度和干旱胁迫具有较高的耐受性。然而,该物种的起源和该物种耐盐性的遗传机制基本上是未知的。因此,我们着手研究Cynodon基因组中的进化差异事件,并鉴定耐盐性基因。我们为百慕大草\'A12359\'(n=18)开发了604.0Mb染色体水平的多倍体基因组序列。C.dactylon基因组包含2个完整的同源染色体,每个都有大约30000个基因,大多数基因都被保守为同位对。系统发育研究表明,最初的Cynodon物种与大约19.7-2540万年前的Orospiumthomeum(Mya)不同,C.dactylon的A和B亚基因组差异约为6.3-9.1Mya,在非洲大陆,百慕大草多倍体化事件发生了1.5Mya。此外,我们使用全基因组关联研究确定了与7个农艺性状相关的82个候选基因,三个单核苷酸多态性与三个耐盐基因密切相关:RAP2-2,CNG通道,和F14D7.1。这些基因可能与增强的百慕大草耐盐性有关。这些百慕大草基因组资源,当集成时,可以为二倍体和四倍体基因组的进化提供基本见解,并增强比较基因组学在研究Cynodon耐盐性方面的功效。
    Bermudagrass (Cynodon dactylon) is a globally distributed, extensively used warm-season turf and forage grass with high tolerance to salinity and drought stress in alkaline environments. However, the origin of the species and genetic mechanisms for salinity tolerance in the species are basically unknown. Accordingly, we set out to study evolution divergence events in the Cynodon genome and to identify genes for salinity tolerance. We developed a 604.0 Mb chromosome-level polyploid genome sequence for bermudagrass \'A12359\' (n = 18). The C. dactylon genome comprises 2 complete sets of homoeologous chromosomes, each with approximately 30 000 genes, and most genes are conserved as syntenic pairs. Phylogenetic study showed that the initial Cynodon species diverged from Oropetium thomaeum approximately 19.7-25.4 million years ago (Mya), the A and B subgenomes of C. dactylon diverged approximately 6.3-9.1 Mya, and the bermudagrass polyploidization event occurred 1.5 Mya on the African continent. Moreover, we identified 82 candidate genes associated with seven agronomic traits using a genome-wide association study, and three single-nucleotide polymorphisms were strongly associated with three salt resistance genes: RAP2-2, CNG channels, and F14D7.1. These genes may be associated with enhanced bermudagrass salt tolerance. These bermudagrass genomic resources, when integrated, may provide fundamental insights into evolution of diploid and tetraploid genomes and enhance the efficacy of comparative genomics in studying salt tolerance in Cynodon.
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  • 文章类型: Journal Article
    背景:准确检测杂草并估计其覆盖率对于实施精准除草剂应用至关重要。深度学习(DL)技术通常用于通过分析像素或单个植物水平的信息来进行杂草检测和覆盖率估计,这需要大量的注释数据进行训练。本研究旨在评估使用图像分类神经网络(NN)检测和估计百慕大草皮中杂草覆盖率的有效性。
    结果:杂草检测神经网络,包括DenseNet,GoogLeNet,和ResNet,在整个k倍交叉验证过程中表现出较高的总体准确性和F1评分(≥0.971).DenseNet的表现优于GoogLeNet和ResNet,总体准确性和F1得分最高(0.977)。在评估的神经网络中,DenseNet在评估杂草覆盖率的验证和测试数据集中显示出最高的总体准确性和F1得分(0.996)。ResNet的推理速度与GoogLeNet相似,但明显快于DenseNet。ResNet是用于杂草检测和覆盖率估计的最有效,最准确的深度卷积神经网络(DCNN)。
    结论:这些结果表明,开发的NN可以有效地检测杂草并估计其在百慕大草皮中的覆盖率,允许计算可变比率除草剂应用的除草剂需求。所提出的方法可以在基于机器视觉的智能喷雾器的自主特定地点喷涂系统中使用。本文受版权保护。保留所有权利。
    BACKGROUND: Accurate detection of weeds and estimation of their coverage is crucial for implementing precision herbicide applications. Deep learning (DL) techniques are typically used for weed detection and coverage estimation by analyzing information at the pixel or individual plant level, which requires a substantial amount of annotated data for training. This study aims to evaluate the effectiveness of using image-classification neural networks (NNs) for detecting and estimating weed coverage in bermudagrass turf.
    RESULTS: Weed-detection NNs, including DenseNet, GoogLeNet and ResNet, exhibited high overall accuracy and F1 scores (≥0.971) throughout the k-fold cross-validation. DenseNet outperformed GoogLeNet and ResNet with the highest overall accuracy and F1 scores (0.977). Among the evaluated NNs, DenseNet showed the highest overall accuracy and F1 scores (0.996) in the validation and testing data sets for estimating weed coverage. The inference speed of ResNet was similar to that of GoogLeNet but noticeably faster than DenseNet. ResNet was the most efficient and accurate deep convolution neural network for weed detection and coverage estimation.
    CONCLUSIONS: These results demonstrated that the developed NNs could effectively detect weeds and estimate their coverage in bermudagrass turf, allowing calculation of the herbicide requirements for variable-rate herbicide applications. The proposed method can be employed in a machine vision-based autonomous site-specific spraying system of smart sprayers. © 2024 Society of Chemical Industry.
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