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Cattle dung detection in pastures from drone images using YOLOv5 利用 YOLOv5 从无人机图像中检测牧场中的牛粪
IF 1.1 4区 农林科学 Q3 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-09-15 DOI: 10.1111/grs.12429
Kensuke Kawamura, Yura Kato, Taisuke Yasuda, Eriko Aozasa, Masato Yayota, Miya Kitagawa, Kyoko Kunishige

Livestock excretions are crucial for nutrient cycling in pasture ecosystems. However, conventional methods based on field observations require significant human power and are time-consuming. This study developed a model, ‘Dung Detector (DD)’, for detecting cattle dung in pastures from drone images using the You Only Look Once (YOLO) v5 algorithm. The DD model was trained using our custom dataset including 1,504 split images from drone orthomosaic images in five paddocks: Obihiro (OBH), Shintoku (STK), Minokamo (MNO), Miyota (MYT), and Yatsugatake (YGK). The detection accuracy was evaluated using ground-truth data acquired in two quadrats within paddocks. The DD model performed well for OBH and STK (F-score = 0.861 and 0.835) paddocks with simple grass species and low surface sward height (SSH). Although the MNO and MYT, with complex vegetation and high SSH, showed few false positives (precision >0.9), some cattle dung pats were undetectable, presumably due to grass height (Recall = 0.500 and 0.276).

牲畜排泄物对牧场生态系统的养分循环至关重要。然而,基于实地观察的传统方法需要大量人力且耗时。本研究开发了一个 "牛粪检测器(DD)"模型,利用YOLO v5算法从无人机图像中检测牧场中的牛粪。DD 模型是利用我们的定制数据集进行训练的,该数据集包括来自五个围场的无人机正射影像的 1,504 张分割图像:带广 (OBH)、新德 (STK)、美浓加茂 (MNO)、宫田 (MYT) 和八岳 (YGK)。利用在围场内两个四分区获取的地面实况数据对检测精度进行了评估。DD 模型在 OBH 和 STK(F-score = 0.861 和 0.835)围场中表现良好,这些围场的草种简单,表面草丛高度(SSH)较低。虽然植被复杂、SSH 高的 MNO 和 MYT 模型很少出现误报(精确度为 0.9),但有些牛粪斑无法检测到,这可能是由于草高造成的(Recall = 0.500 和 0.276)。
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引用次数: 0
Potassium fertilization and defoliation intensity effects on forage characteristics of “BRS Zuri” guineagrass 钾肥和落叶强度对 "BRS Zuri "石竹牧草特性的影响
IF 1.1 4区 农林科学 Q3 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-09-10 DOI: 10.1111/grs.12431
Stefane Cunha, Joao M. B. Vendramini, Joao Lazarin, Antonio C. Dos Santos, Maria L. Silveira, Fabricia R. C. Miotto, Nayara M. Alencar, Philipe Moriel, Jose Carlos B. Dubeux Jr

The objective of this study was to evaluate the effects of different potassium (K) fertilization levels and defoliation intensities on performance of “BRS Zuri” guineagrass Megathyrsus maximus (Jacq.) B.K. Simon & S.W.L Jacobs (syn. Panicum maximum Jacq.). Treatments were the factorial arrangement of three K fertilization levels: 0 (control), 40, 80 kg K2O/ha/harvest) and two defoliation intensities (10- and 20-cm stubble heights), distributed in a completely randomized design with five replications. The experiment was conducted in Araguaina, TO, Brazil, from October to January, 2020–2021 and 2021–2022. Plots were harvested four times per year with 21-day regrowth interval. The 40 and 80 kg K2O/ha/harvest fertilization levels had greater HA than the control (5490 vs. 3,440 kg DM/ha, respectively). There was a K fertilization level × stubble height interaction on tiller population. There was greater tiller population at 20- than 10-cm stubble height at 40 kg K2O/ha/harvest; however, no effect of stubble height was detected at 0 and 80 kg K2O/ha/harvest. Plots fertilized with 80 kg K2O/ha/harvest had greater tiller population than 40 kg K2O/ha/harvest, which was greater than control. Forage harvested at 10 cm had greater crude protein (CP) than 20-cm stubble height (mean = 11.4% vs. 10.8%). Tissue K concentration increased from control to 40 kg K2O/ha/harvest, but there was no difference between 40 and 80 kg K2O/ha/harvest (mean = 1.1% vs. 3.5%). The combination of 40 kg K2O/ha/harvest and 20-cm stubble height may be a desirable management strategy to promote Zuri guineagrass productivity in tropical regions.

本研究的目的是评估不同钾肥水平和落叶强度对 "BRS Zuri "豚草 Megathyrsus maximus (Jacq.) B.K. Simon & S.W.L Jacobs(同属 Panicum maximum Jacq.)表现的影响。试验采用完全随机设计,共设五次重复,对三种钾肥水平(0(对照)、40、80 千克 K2O/公顷/收割)和两种落叶强度(10 厘米和 20 厘米留茬高度)进行因子排列。试验于 2020-2021 年和 2021-2022 年 10 月至次年 1 月在巴西托市阿拉瓜伊纳进行。地块每年收割四次,收割间隔为 21 天。与对照相比,40 和 80 千克 K2O/公顷/收获施肥水平的 HA 更大(分别为 5490 千克 DM/公顷和 3440 千克 DM/公顷)。钾肥水平×茬高对分蘖数量有交互作用。在施用 40 千克 K2O/ha/harvest 时,茬高为 20 厘米的地块比茬高为 10 厘米的地块分蘖更多,但在施用 0 千克 K2O/ha/harvest 和 80 千克 K2O/ha/harvest 时,没有发现茬高的影响。施肥量为 80 千克 K2O/公顷/收割的地块比施肥量为 40 千克 K2O/公顷/收割的地块有更多的分蘖,而施肥量为 40 千克 K2O/公顷/收割的地块比对照地块有更多的分蘖。与留茬高度为 20 厘米的地块相比,留茬高度为 10 厘米的地块收获的牧草粗蛋白(CP)含量更高(平均值 = 11.4% 对 10.8%)。从对照到 40 千克 K2O/公顷/收获,组织钾浓度有所增加,但 40 和 80 千克 K2O/公顷/收获之间没有差异(平均值 = 1.1% vs. 3.5%)。40 千克 K2O/公顷/收割与 20 厘米留茬高度相结合可能是热带地区提高祖里牛筋草产量的理想管理策略。
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引用次数: 0
Phylogenomic identification and overexpression of plant size–related genes in Setaria viridis and rice 藤黄属植物和水稻中植物大小相关基因的系统发生组鉴定和过表达
IF 1.1 4区 农林科学 Q3 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-09-03 DOI: 10.1111/grs.12430
Chudamani Sharma Prakash, Jieqin Li, Paul W. Bible, Carina A. Collins, Wenmiao Tu, Jingyi Xu, Yi-Hong Wang

Plant size is a critical component of agricultural productivity as larger plants produce more biomass. To identify genes related to plant size, we grouped C4 grasses into small and large and used OrthoFinder to find orthologous genes present in large but absent in small grasses. Three such genes were identified from sorghum (Sorghum bicolor [L.] Moench) by phylogenomic approach, and they encode nitrate transporter (Sobic.007G213200), oxysterol binding protein (SbRio.01G578800) and thioredoxin reductase (SbRio.05G168300), respectively. Overexpression of all three genes driven by the maize ubiquitin promoter in Setaria viridis (L.) Beauv. indicates that they all affected plant size as measured by plant height and tiller number. Both nitrate transporter and oxysterol binding protein increased plant height and tiller number, and thioredoxin reductase significantly decreased tiller number but had minimal effect on plant height. In rice (Oryza sativa L.), all three constructs reduced plant height significantly. The only commonality between the transgenic species was that nitrate transporter and oxysterol binding protein increased tiller number in both S. viridis and rice. Overall, we have demonstrated that phytogenomic approach can be used to identify genes responsible for large plant size in the grasses.

植株大小是农业生产力的重要组成部分,因为较大的植株能产生更多的生物量。为了鉴定与植株大小相关的基因,我们将 C4 禾本科植物分为小禾本科植物和大禾本科植物,并使用 OrthoFinder 找到大禾本科植物中存在而小禾本科植物中不存在的直向同源基因。通过系统发生组学方法,我们从高粱(Sorghum bicolor [L.] Moench)中发现了三个这样的基因,它们分别编码硝酸盐转运体(Sobic.007G213200)、氧甾醇结合蛋白(SbRio.01G578800)和硫氧还原酶(SbRio.05G168300)。由玉米泛素启动子驱动的这三个基因在 Setaria viridis (L.) Beauv.中的过表达表明,它们都会影响植株的大小(以株高和分蘖数衡量)。硝酸盐转运体和氧甾醇结合蛋白都会增加株高和分蘖数,而硫氧还蛋白还原酶会显著减少分蘖数,但对株高的影响很小。在水稻(Oryza sativa L.)中,所有三种构建体都会显著降低株高。转基因物种之间唯一的共同点是,硝酸盐转运体和氧甾醇结合蛋白都能增加病毒尾柱虫和水稻的分蘖数量。总之,我们证明了植物基因组学方法可用于鉴定导致禾本科植物植株高大的基因。
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引用次数: 0
Differences of morphological and physiological responses of sainfoin varieties/lines under simulated drought stresses 模拟干旱胁迫下红豆杉品种/品系的形态和生理反应差异
IF 1.1 4区 农林科学 Q3 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-06-24 DOI: 10.1111/grs.12428
Yuheng Yao, Kun Wang, Lili Nan

Sainfoin (Onobrychis viciaefolia) is an important legume forage. This study aims to explore the response mechanisms of sainfoin germplasm resource accessions to drought stress, which provides the theoretical basis for tolerant breeding of sainfoin. In this study, 20 sainfoin germplasm resource accessions were used as the test materials, and the effects of drought stress on morphological and physiological characteristics were determined under simulated levels of drought (−0.5, −1.0, −1.5 and −2.0 MPa) × exposure times (7 days) in pots. The results showed that leaf area, leaf relative water content, root-shoot ratio, root length, root surface area, root volume, root diameter, root tip number, chlorophyll a content, chlorophyll b content and catalase activity decreased with increasing drought stress. In contrast, proline, soluble sugar, soluble protein and malondialdehyde contents increased in response to drought. Root activity, superoxide dismutase and peroxidase activities increased first and then decreased and reached the maximum at −1.0 MPa. Cluster analysis showed that 20 sainfoin germplasm resources could be divided into three categories, of which four accessions were high tolerance types, and three accessions were low tolerance type. These findings will help provide some theoretical basis for cultivating new varieties.

紫花苜蓿(Onobrychis viciaefolia)是一种重要的豆科牧草。本研究旨在探讨紫花苜蓿种质资源对干旱胁迫的响应机制,为紫花苜蓿的抗旱育种提供理论依据。本研究以20个紫花苜蓿种质资源登录品为供试材料,在模拟干旱水平(-0.5、-1.0、-1.5和-2.0 MPa)×暴露时间(7天)的条件下,测定了干旱胁迫对紫花苜蓿形态和生理特性的影响。结果表明,叶面积、叶片相对含水量、根-芽比、根长、根表面积、根体积、根直径、根尖数、叶绿素 a 含量、叶绿素 b 含量和过氧化氢酶活性随着干旱胁迫的增加而降低。相反,脯氨酸、可溶性糖、可溶性蛋白质和丙二醛含量则随着干旱的增加而增加。根系活性、超氧化物歧化酶和过氧化物酶活性先升高后降低,在-1.0 兆帕时达到最大值。聚类分析结果表明,20 份红豆杉种质资源可分为三类,其中 4 份属于高耐旱类型,3 份属于低耐旱类型。这些研究结果将有助于为培育新品种提供一些理论依据。
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引用次数: 0
Panicum maximum cultivars for use in integrated agricultural production systems in Cerrado biome soils 用于塞拉多生物群落土壤综合农业生产系统的最大秫米栽培品种
IF 1.1 4区 农林科学 Q3 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-05-12 DOI: 10.1111/grs.12423
Lucas Ruaro Bublitz, Antonio Leandro Chaves Gurgel, Alexandre César Mauri, Vitor Cardoso Queiroz, Kermilly de Souza Lima, Itália Bianca Reis Campelo, Marcos Jácome de Araújo, Tairon Pannunzio Dias-Silva, Juliana da Silva Barros, Isadora Osório Maciel Aguiar, Gelson dos Santos Difante, Luís Carlos Vinhas Ítavo

Integrated production systems have been an alternative for diversifying agricultural production, and therefore, it is necessary to study tropical forage grasses that can impact both straw production and soil organic matter, as well as benefit animal production. The objective of this work was to evaluate the productive characteristics and accumulation of nutrients in the biomass of grasses of the genus Panicum grown in the off-season, in Cerrado biome soil as cover plants for use in integrated production systems. It evaluated different grasses of Panicum maximum: Aruana, Tamani, and Massai guinea grasses, distributed in a randomized block design with four replications of each grass. The productive characteristics, mineral accumulation, and carbon/nitrogen (C/N) ratio in the biomass of the cultivars were evaluated. No cultivar effect was observed for forage mass (3997.4 kg/ha DM). However, the largest (p = 0.0077) leaf blade masses were observed in the Massai and Tamani guinea grasses. On the contrary, the Aruana guinea grass exhibited the highest value (p = 0.0001) for stem mass, reflected in a higher (p = 0.0001) leaf/stalk ratio in the Massai and Tamani guinea grasses. No effect (p > 0.05) of the cultivar on micronutrients, magnesium, and phosphorus concentrations was observed. However, the Aruana guinea grass presented higher concentrations of calcium and sulfur; on the other hand, potassium values were higher in the Massai and Tamani guinea grasses. The Massai guinea grass exhibited a higher (p = 0.0214) C/N ratio, while the Aruana guinea grass recorded lower values, with no significant differences between these cultivars and Tamani guinea grass. The Tamani and Massai guinea grasses stand out as recommended choices for cultivation during the off-season in Cerrado biome soils as cover crops in integrated production systems.

综合生产系统一直是农业生产多样化的一种选择,因此,有必要研究既能影响秸秆产量和土壤有机质,又有利于动物生产的热带牧草。这项研究的目的是评估稗属禾本科植物的生产特性和生物量中养分的积累情况,这些禾本科植物淡季生长在塞拉多生物群落的土壤中,作为覆盖植物用于综合生产系统。该研究对不同的禾本科植物进行了评估:采用随机区组设计,每种禾本科植物有四个重复。评估了各栽培品种的生产特性、矿物质积累以及生物量中的碳/氮(C/N)比。在牧草质量(3997.4 千克/公顷 DM)方面没有观察到栽培品种效应。不过,马萨伊和塔马尼豚草的叶片质量最大(p = 0.0077)。相反,Aruana天竺葵的茎秆质量值最高(p = 0.0001),这反映在马萨伊天竺葵和塔玛尼天竺葵的叶/茎比率较高(p = 0.0001)。栽培品种对微量元素、镁和磷浓度没有影响(p > 0.05)。然而,Aruana天竺葵的钙和硫含量较高;另一方面,马萨伊天竺葵和塔玛尼天竺葵的钾含量较高。马萨伊豚鼠草的 C/N 比值较高 (p = 0.0214),而阿鲁阿纳豚鼠草的 C/N 比值较低,这些品种与塔玛尼豚鼠草之间没有显著差异。在综合生产系统中,Tamani 和马萨伊豚草是塞拉多生物群落土壤淡季作为覆盖作物种植的理想选择。
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引用次数: 0
Spatial variation in grassland vegetation and herbage mass in the Ejina oasis along the Heihe River in the southern Gobi Desert, China 中国南戈壁滩黑河沿岸额济纳绿洲草原植被和草量的空间变化
IF 1.1 4区 农林科学 Q3 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-04-07 DOI: 10.1111/grs.12421
Masae Shiyomi, Jun Chen, Yasuo Yamamura, Yoshimichi Hori

Our study area, Ejina, is located in the southern Gobi Desert, Inner Mongolia, China, where the annual precipitation is <50 mm and the annual potential evaporation is >3,600 mm. The Heihe River flows from the Qilian Range through the study area, and the desert landscape along the river includes oases formed by forests and grasslands. We established a survey area of approximately 1.5 ha in grassland facing a seasonal swamp, a branch of the Heihe River. We posed the following questions in this desert grassland: (1) how do soil water content (SWC) and salinity change with distance from the riverbank? (2) How do vegetation, aboveground biomass, and species richness change with distance from the riverbank? (3) How much can be supplied to grazing animals, and how many animals can be grazed? Our results indicated that (1) the SWC is high within 20 m of the riverbank and low beyond 20 m, the standing biomass is positively correlated with SWC, but there was no evidence of a correlation between salinity and distance to water; the electrical conductivity was high both inland and adjacent to the riparian swamp. (2) Vegetation could be classified to six classes, following a gradient from the riverbank (swamp margin) to the dry inland area beyond 20 m from the riverbank. Species richness and aboveground biomass were highly correlated. Classification result led us to recommend that generalist species tolerant of the distinct moisture gradient in the site be used in restoration efforts. (3) Per-hectare aboveground biomass was 478.93 dry weight (dw) kg, 321.2 ha of equivalent grassland would be required to graze 100 goats annually.

我们的研究区域额济纳位于中国内蒙古戈壁滩南部,年降水量为 50 毫米,年潜在蒸发量为 3,600 毫米。黑河从祁连山脉流经研究区,沿河的沙漠景观包括由森林和草原形成的绿洲。我们在草原上建立了一个面积约为 1.5 公顷的调查区,该调查区面向黑河的一条支流--季节性沼泽。我们在这片荒漠草原上提出了以下问题:(1) 土壤含水量(SWC)和盐度如何随距离河岸的远近而变化? (2) 植被、地上生物量和物种丰富度如何随距离河岸的远近而变化? (3) 能为放牧动物提供多少水分,以及能放牧多少动物?我们的研究结果表明:(1)在距离河岸 20 米范围内,SWC 值较高,20 米以外较低,立地生物量与 SWC 值呈正相关,但没有证据表明盐度与距离水域的远近有关;内陆和河岸沼泽附近的电导率都较高。(2) 按照从河岸(沼泽边缘)到距离河岸 20 米以外的内陆干旱地区的梯度,植被可分为六个等级。物种丰富度与地上生物量高度相关。分类结果促使我们建议在恢复工作中使用能适应该地明显湿度梯度的通用物种。(3) 每公顷地上生物量为 478.93 干重(dw)千克,相当于每年放牧 100 只山羊需要 321.2 公顷草地。
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引用次数: 0
Effects of drought stress on the functional traits and rhizosphere microbial community structure of Cyperus esculentus 干旱胁迫对香附功能特征和根瘤微生物群落结构的影响
IF 1.1 4区 农林科学 Q3 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-03-17 DOI: 10.1111/grs.12422
Binshuo Liu, Yunhang Hu, Ming Li, Honghai Xue, Ying Wang, Zhonghe Li

Drought is a major factor limiting plant growth. Plants cope with stress via morphophysiological responses. Rhizosphere-related bacteria, fungi and other microorganisms can help plants cope with drought via various mechanisms. We conducted a pot experiment on Cyperus esculentus wherein we subjected it to various drought levels and analyzed the functional traits of its aboveground and belowground organs. High-throughput sequencing was used to study the structure and diversity of the microbial community in the rhizosphere. Drought stress substantially lowered the densities of the leaves, stems, roots and seeds relative to the untreated control. Drought stress inhibited the growth and reduced the yield of C. esculentus. The leaves and seeds have higher water content and are more sensitive to drought stress than the roots. With the aggravation of drought stress, the plant height of C. esculentus decreased significantly, the root:shoot ratio increased and the specific leaf weight had no significant difference. Change in shoot height was the most evident response of C. esculentus to drought stress. Plants under drought stress reduced their leaf area and assumed a specific leaf weight to maintain photosynthetic performance. Rhizosphere fungi were more sensitive to drought stress than rhizosphere bacteria. Drought stress increased the relative abundances of Bacteroidetes, Verrucomicrobia, Patescibacteria, Actinobacteria and Nitrospirae. Drought-stressed C. esculentus maintained their photosynthetic performance by reducing shoot height and leaf area while assuming a stable specific leaf weight. Drought stress exerted a significantly stronger negative impact on rhizosphere fungi than rhizosphere bacteria. The results clarified the response strategies of functional traits and rhizosphere microorganisms of C. esculentus to drought stress.

干旱是限制植物生长的一个主要因素。植物通过形态生理反应来应对压力。与根瘤菌相关的细菌、真菌和其他微生物可以通过各种机制帮助植物应对干旱。我们对香附进行了盆栽实验,将其置于不同的干旱水平下,并分析了其地上和地下器官的功能特征。我们利用高通量测序技术研究了根圈微生物群落的结构和多样性。与未处理的对照组相比,干旱胁迫大大降低了叶、茎、根和种子的密度。干旱胁迫抑制了 C. esculentus 的生长并降低了产量。叶片和种子的含水量较高,对干旱胁迫比根部更敏感。随着干旱胁迫的加剧,菊芋的株高明显下降,根:芽比增加,叶片比重没有显著差异。植株高度的变化是 C. esculentus 对干旱胁迫最明显的反应。干旱胁迫下的植物减少了叶面积,并承担了一定的叶片重量以维持光合作用。与根瘤菌相比,根瘤真菌对干旱胁迫更为敏感。干旱胁迫增加了类杆菌、蛭弧菌、棒状杆菌、放线菌和硝化细菌的相对丰度。干旱胁迫下的商陆在保持稳定叶片比重的同时,通过降低芽高和叶面积来维持其光合作用性能。干旱胁迫对根圈真菌的负面影响明显强于根圈细菌。研究结果阐明了茜草的功能性状和根圈微生物对干旱胁迫的响应策略。
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引用次数: 0
The effect of cutting regime and genotype on growth, seed yield, seed quality and herbage yield of seven Urochloa (syn. Brachiaria) grass genotypes in the Adamawa region of Cameroon 喀麦隆阿达马瓦地区七种 Urochloa(同义 Brachiaria)草基因型的生长、种子产量、种子质量和牧草产量受切割制度和基因型的影响
IF 1.3 4区 农林科学 Q3 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-02-13 DOI: 10.1111/grs.12420
Ntane Ojong, Mandah Takor, Andrew Egbe, Eneke Bechem, Kingsley Etchu, Collins Mutai

The performance of seven Urochloa grass genotypes (three worldwide cultivars cv. Basilisk, cv. Piata, cv. Xaraes and four landrace cv. Adamaoua1, cv. Adamaoua2, cv. North1 and cv. North2) subjected to two cutting regimes (mid-June cut and mid-July cut) was evaluated for regrowth characteristics, seed yields, seed quality and herbage production in 2020 and 2021 cropping seasons at Wakwa, Ngaoundere, Cameroon. This divergence in harvesting practices raises concerns regarding the effectiveness and efficiency of forage utilization, as well as the potential impact on livestock productivity and sustainable farming systems. A split plot design with five replications and a 1-year-old sward was used for the study. In both years, genotypes were significantly different for plant height and tiller numbers at 12 weeks after cutting (P ≤ 0.007). In 2020, the dry matter yield (DMY) ranged between 8.78 t/ha (cv. Piata) and 12.75 t/ha (cv. Xaraes) for June cut regrowth and between 7.69 t/ha (cv. Piata) and 10.26 t/ha (cv. Xaraes) for July cut regrowth. In 2021, DMY ranged between 6.06 t/ha (Adamaoua2) and 13.95 t/ha (cv. Xaraes) for the June cut and between 6.55 t/ha (cv. Adamaoua2) and 10.47 t/ha (cv. Basilisk) for the July cut. For flowering behavior and seed yields, Basilisk flowered earliest while cv. Xaraes flowered latest. In 2020, seed yields were 74.80 kg/ha and 107.72 kg/ha for June cut and July cut regrowth, respectively, whereas in 2021, seed yields were 331 kg/ha and 431 kg/ha for June cut and July cut regrowth, respectively. cv. Adamaoua1 produced the highest seed yield in both years. The cutting regimes evaluated in this study were indifferent for DMY and seed yield.

七种 Urochloa 草基因型(三个世界性栽培品种,即 Basilisk、Piata 和 Cv.Piata、cv.Xaraes 和四个陆地栽培品种 cv.Adamaoua1, cv.Adamaoua2, cv.North1和 cv.在喀麦隆恩冈代雷的瓦克瓦(Wakwa)和恩冈代雷的 2020 年和 2021 年种植季节,对采用两种砍伐制度(6 月中旬砍伐和 7 月中旬砍伐)的 North2 进行了生长特性、种子产量、种子质量和牧草产量评估。收割方法的差异引起了人们对牧草利用的有效性和效率以及对牲畜生产率和可持续农业系统的潜在影响的关注。这项研究采用了五次重复的分割小区设计,并使用了 1 年的草皮。在这两年中,基因型在割后12周的株高和分蘖数上都有显著差异(P≤0.007)。2020 年,6 月割后再生的干物质产量(DMY)介于 8.78 吨/公顷(Piata 品种)和 12.75 吨/公顷(Xaraes 品种)之间,7 月割后再生的干物质产量(DMY)介于 7.69 吨/公顷(Piata 品种)和 10.26 吨/公顷(Xaraes 品种)之间。在2021年,6月割下的DMY介于6.06吨/公顷(Adamaoua2)和13.95吨/公顷(Xaraes品种)之间,7月割下的DMY介于6.55吨/公顷(Adamaoua2品种)和10.47吨/公顷(Basilisk品种)之间。就开花行为和种子产量而言,Basilisk 开花最早,而 Xaraes 开花最晚。Xaraes 开花最晚。2020 年,6 月割下和 7 月割下的再生植株的种子产量分别为 74.80 千克/公顷和 107.72 千克/公顷,而 2021 年,6 月割下和 7 月割下的再生植株的种子产量分别为 331 千克/公顷和 431 千克/公顷。本研究中评估的砍伐方式对 DMY 和种子产量没有影响。
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引用次数: 0
The expression of lignin biosynthesis genes during plant development and effects of downregulated cinnamyl alcohol dehydrogenase (CAD) gene in bahiagrass (Paspalum notatum Flügge) 大叶女贞(Paspalum notatum Flügge)植物发育过程中木质素生物合成基因的表达及肉桂醇脱氢酶(CAD)基因下调的影响
IF 1.3 4区 农林科学 Q3 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-01-09 DOI: 10.1111/grs.12419
Hwan May Ng, Takahiro Gondo, Tomohito Yamada, Hidenori Tanaka, Ryo Akashi

Bahiagrass (Paspalum notatum Flügge) is a warm-season grass where high lignin content limits its forage quality, negatively affecting animal performance. To create a new breeding method by genome editing, isolation and characterization of lignin biosynthesis genes and identification of their molecular relationships are essential. The caffeic acid O-methyltransferase (COMT) and cinnamyl alcohol dehydrogenase (CAD) cDNA clones were isolated from bahiagrass, and their protein sequences showed high similarity to other C4 monocot species through phylogenetic analysis. Gene expression analysis of phenylalanine ammonia-lyase (PAL), COMT and CAD, involved in crucial stages of lignin biosynthesis and lignin content, was conducted at different plant developmental stages. The highest gene expression levels of these genes were observed in the vegetative (V) and early reproductive stages, while the lignin content increased until the middle reproductive stage and remained constant thereafter. Additionally, to further understand the molecular relationships in lignin biosynthesis, the effect of CAD downregulation was analyzed in transgenic bahiagrass lines introduced with sorghum CAD antisense and RNAi vector obtained from a previous report. This led to a reduced lignin content and affected the expression of PAL and COMT working upstream of CAD. In the V stage, PAL expression was lower in transgenic lines compared to wild type (WT), while COMT expression showed no significant differences. However, PAL and COMT expression of transgenic lines in the middle reproductive stage (R2) was significantly higher than in the WT. These findings suggest that the downregulation of CAD gene expression affects PAL and COMT expression and induces a feedback system in the R2 stage. Lignin content influenced the phenotype of the transgenic plants with significantly reduced lignin, exhibiting a dwarf phenotype with shorter plant heights. The findings of this study can be applied to genome editing for the development of practical new breeding materials with improved digestibility in bahiagrass.

巴夏草(Paspalum notatum Flügge)是一种暖季型禾本科牧草,木质素含量高限制了其饲料品质,对动物生产性能产生不利影响。要通过基因组编辑创建一种新的育种方法,必须分离木质素生物合成基因并确定其特征及其分子关系。通过系统进化分析,从稗草中分离出了咖啡酸 O-甲基转移酶(COMT)和肉桂醇脱氢酶(CAD)cDNA克隆,其蛋白质序列与其他C4单子叶植物物种具有高度相似性。在植物的不同发育阶段,对参与木质素生物合成和木质素含量关键阶段的苯丙氨酸氨解酶(PAL)、COMT和CAD进行了基因表达分析。这些基因的最高基因表达水平出现在无性繁殖期(V)和早期生殖期,而木质素含量在生殖中期之前一直在增加,之后保持不变。此外,为了进一步了解木质素生物合成过程中的分子关系,研究人员还分析了用高粱 CAD 反义载体和 RNAi 载体导入的转基因大叶黄杨品系中 CAD 下调的影响。这导致木质素含量降低,并影响了在 CAD 上游起作用的 PAL 和 COMT 的表达。在 V 期,与野生型(WT)相比,转基因品系的 PAL 表达量较低,而 COMT 的表达量没有显著差异。然而,转基因品系在生殖中期(R2)的 PAL 和 COMT 表达明显高于 WT。这些发现表明,CAD 基因表达的下调会影响 PAL 和 COMT 的表达,并在 R2 阶段诱导一个反馈系统。木质素含量对转基因植株的表型有影响,木质素含量明显降低的转基因植株表现出植株高度较矮的矮小表型。本研究的结果可应用于基因组编辑,以开发出具有更好消化率的巴夏草实用育种新材料。
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引用次数: 0
Methods for prediction of morphophysiological variables of Brachiaria decumbens grass 预测十胜草形态生理变量的方法
IF 1.3 4区 农林科学 Q3 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-12-18 DOI: 10.1111/grs.12418
Jefte A. A. Conrado, Marcos N. Lopes, Roberto C. F. F. Pompeu, Magno J. D. Cândido

The purpose of this study was to evaluate different methodologies used in the field in order to find the one that could most effectively relate to the morphophysiological condition of Brachiaria decumbens cv. Basilisk (syn. Urochloa decumbens cv. Basilisk Stapf R.D. Webster). Two light interception frequencies (LI, 85% and 95%) and two defoliation intensities were adopted as targets for the residual leaf area index (RLAI 1.3 and 1.8). The treatments consisted of evaluating different methods of measuring the canopy height (CH) through its ability to correlate with the morphophysiological variables of species B. decumbens cv. Basilisk. High correlations between the methods CH, compressed height (CHe), weighted height 1 (WH1) and weighted height 8 (WH8) were observed mainly with the variables total forage biomass (TFB) and leaf area index (LAI) in both residual and pre-grazing conditions. The path analysis showed degrees of multicollinearity, which determined the use of the “k” constants in order to correct the distortions of the diagonal elements of the correlation matrix X'X. Path analysis provided direct cause/effect indexes on TFB using LAI = 0.1435, photosynthesis (A) = −0.1061, CH = 0.1616, CHe = 0.0913, WH1 = 0.1386 and WH8 = 0.0575; on LAI using CH = 0.2404, CHe = 0.2164, WH1 = 0.2307 and WH8 = 0.2183; and on photosynthesis rate (A) using LAI = 0.2895, CH = 0.0203, CHe = −0.1170, WH1 = 0.0352 and WH8 = 0.0937. Similarity was observed between intercepts and slope coefficients for TFB prediction using CH, CHe, WH1 and WH8, providing mean values of 1069.57 and 204.06, respectively. Methods CH and WH1 presented a significant correlation with most morphophysiological variables and can be used to quantify TFB and LAI, while CH and WH8 can be used only for TFB.

本研究的目的是评估田间使用的不同方法,以找到最有效地反映巴西苣苔 (Urochloa decumbens cv. Basilisk Stapf R.D. Webster) 形态生理状况的方法。残留叶面积指数(RLAI 1.3 和 1.8)的目标是两种截光频率(LI,85% 和 95%)和两种落叶强度。处理包括评估不同的冠层高度(CH)测量方法,看其是否能与 B. decumbens cv. Basilisk 树种的形态生理变量相关联。在残留和放牧前两种条件下,CH、压缩高度(CHe)、加权高度 1(WH1)和加权高度 8(WH8)等方法主要与总牧草生物量(TFB)和叶面积指数(LAI)变量之间存在高度相关性。路径分析显示出一定程度的多重共线性,这决定了使用 "k "常数来校正相关矩阵 X'X 对角线元素的扭曲。路径分析提供了对 TFB 的直接因果关系指数:LAI = 0.1435,光合作用(A)= -0.1061,CH = 0.1616,CHe = 0.0913,WH1 = 0.1386 和 WH8 = 0.0575;对 LAI 的直接因果关系指数:CH = 0.2404、CHe = 0.2164、WH1 = 0.2307 和 WH8 = 0.2183;光合作用速率(A)方面,LAI = 0.2895、CH = 0.0203、CHe = -0.1170、WH1 = 0.0352 和 WH8 = 0.0937。使用 CH、CHe、WH1 和 WH8 预测 TFB 的截距和斜率系数之间具有相似性,平均值分别为 1069.57 和 204.06。方法 CH 和 WH1 与大多数形态生理变量具有显著相关性,可用于量化 TFB 和 LAI,而 CH 和 WH8 仅可用于 TFB。
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引用次数: 0
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Grassland Science
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