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Multiscale analysis of land use and land cover changes in Sri Lanka by remote sensing: the impacts of post-war infrastructure development in the last 20 Years (2002-2022) 通过遥感对斯里兰卡土地利用和土地覆被变化进行多尺度分析:过去 20 年(2002-2022 年)战后基础设施发展的影响
IF 0.5 4区 综合性期刊 Q3 Multidisciplinary Pub Date : 2024-01-02 DOI: 10.4038/jnsfsr.v51i4.11548
J. Andrieu, K. Anupama, N. Bautes, S. Benabou, O-J. Crook, V. Gunasekara, T. Jayasingam, C. Jayathilaka, K. Kodikara, F. Lombard, S.K. Madarasinghe, T. Mathiventhan, G. Muthusankar, R. Premathilake, C. Proisy, N. Vanniasinkam, N. Weeratunge, N. Wickramaarachchi, R. Mathevet
On a worldwide scale, land use and land cover changes (LULCC) is a major driver of global change and biodiversity erosion. This study aims to monitor at the scale of Sri Lanka, LULCC and vegetation dynamics, to identify the main changes and their drivers. It places emphasis on multiscale geospatial monitoring with satellite data but also mobilises the interdisciplinary knowledge of a research programme. First, national scale data allows the identification of major changes with the MODIS NDVI dataset using Mann-Kendall tests and time profile analysis. A second local scale was mobilised with a systematic diachronic visual interpretation of high-resolution images on Google Earth. The third step, a macro-regional scale focus on the South and East coasts, used LANDSAT imagery (Stacked K-means) verified by field studies (botanical and vegetation analysis, and interviews). About 92.5% of the island of Sri Lanka is stable or presents no significant trends in the vegetation cover. 5% show a significant positive (greening) trend between 2000 and 2020 around the Puttalam lagoon, west of the Samanalawewa Reservoir, in the Udawalawe National Park, east and north of Ella, and the Nuwaragala Forest Reserve. Only about 2.5% (165,000 ha) of the Island shows a negative significant trend mainly in the periphery of Colombo and Trincomalee. The first driver is a set of national planning decisions in terms of infrastructure development (including urban growth, housing programmes and agricultural fields, and the management of protected areas). The second driver comes under rural dynamics with increasing tree density in rural landscapes over the Uva Province. Infrastructure development initiated by the state, creates both underlying conditions for other activities and negative impacts on coastal ecosystems, such as degradation of wetlands (including protected areas).
在全球范围内,土地利用和土地覆被变化(LULCC)是全球变化和生物多样性侵蚀的主要驱动因素。本研究旨在监测斯里兰卡的土地利用和土地覆被变化及植被动态,以确定主要变化及其驱动因素。它强调利用卫星数据进行多尺度地理空间监测,同时也调动了研究计划的跨学科知识。首先,利用全国范围的数据,可以利用 MODIS NDVI 数据集,通过 Mann-Kendall 检验和时间曲线分析,确定主要变化。第二步,通过对谷歌地球上的高分辨率图像进行系统的非同步视觉解读,确定地方尺度。第三步是以南海岸和东海岸为重点的宏观区域尺度,使用经实地研究(植物和植被分析以及访谈)验证的 LANDSAT 图像(堆叠 K-means)。斯里兰卡全岛约 92.5%的植被保持稳定或无明显变化趋势。5%的地区在 2000 年至 2020 年间呈现出明显的正增长(绿化)趋势,这些地区位于普特拉姆泻湖周围、萨马纳拉瓦瓦水库以西、乌达瓦拉维国家公园、埃拉以东和以北以及努瓦拉加拉森林保护区。只有约 2.5%(165,000 公顷)的岛屿呈显著负增长趋势,主要集中在科伦坡和亭可马里周边地区。第一个驱动因素是基础设施发展方面的一系列国家规划决策(包括城市发展、住房计划和农田以及保护区管理)。第二个驱动力来自农村动态,乌瓦省农村地区的树木密度不断增加。由国家发起的基础设施建设既为其他活动创造了基础条件,也对沿海生态系统造成了负面影响,如湿地(包括保护区)退化。
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引用次数: 0
A kurtosis-based parameter for classifying elliptical hollow sections under bending 基于峰度的椭圆空心截面弯曲分类参数
IF 0.5 4区 综合性期刊 Q3 Multidisciplinary Pub Date : 2024-01-02 DOI: 10.4038/jnsfsr.v51i4.11331
K. Nanayakkara, W. Dias
A novel section parameter termed normalized excess kurtosis of a section, inspired by the same parameter used in probability distributions, is introduced to characterize the rotation capacity of a hollow section under bending. The proposed normalization accounts for variations in yield stress and Young’s modulus too. A linear relationship is observed between rotation capacity and the normalized excess kurtosis of circular hollow sections (CHS), rectangular/square hollow sections (RHS) and elliptical/oval hollow sections (EHS), under constant and linearly varying moment conditions, based on experimental and finite element model (FEM) data. It is found that, the rotation capacity variation of hollow sections is better explained by using normalized excess kurtosis than by the conventional section slenderness. The gradient of the above linear relationship varies with the section type and provides an estimate of the rotation capacity of a hollow section with a known shape and aspect ratio. It also provides insights into the section classification of EHS sections, with aspect ratios closer to unity (0.67 < a/b < 1.5) being suitable for an equivalent diameter approach and those with aspect ratios further from unity (a/b < 0.5 and a/b > 2.0) for an equivalent RHS approach. The difference between the moment and rotation capacities of linearly varying moment conditions (3-point bending) and constant moment conditions (4-point bending) is also elucidated.
受概率分布中使用的相同参数的启发,我们引入了一个名为 "截面归一化过度峰度 "的新型截面参数,用于描述空心截面在弯曲条件下的旋转能力。所提出的归一化也考虑了屈服应力和杨氏模量的变化。根据实验和有限元模型 (FEM) 数据,观察到在恒定和线性变化的力矩条件下,圆形空心截面 (CHS)、矩形/方形空心截面 (RHS) 和椭圆/椭圆形空心截面 (EHS) 的旋转能力与归一化过度峰度之间存在线性关系。研究发现,与传统的截面细长度相比,使用归一化的过度峰度能更好地解释空心截面的旋转能力变化。上述线性关系的梯度随截面类型的不同而变化,可估算出已知形状和长宽比的空心截面的旋转能力。它还为 EHS 断面的分类提供了见解,长宽比更接近统一值(0.67 < a/b < 1.5)的断面适合采用等效直径法,而长宽比远离统一值(a/b < 0.5 和 a/b > 2.0)的断面适合采用等效 RHS 法。此外,还阐明了线性变化力矩条件(三点弯曲)与恒定力矩条件(四点弯曲)的力矩和旋转能力之间的差异。
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引用次数: 0
Whole exome sequencing coupled with in silico functional analysis identified NID1 as a novel candidate gene causing neuro-psychiatric disorder in a Pakistani family 通过全外显子组测序和默观功能分析,在一个巴基斯坦家族中发现了导致神经精神障碍的新型候选基因 NID1
IF 0.5 4区 综合性期刊 Q3 Multidisciplinary Pub Date : 2024-01-02 DOI: 10.4038/jnsfsr.v51i4.11256
M. Muzammal, S. Ahmad, M.Z. Ali, S. Fatima, S. Abbas, J. Khan, H. Ullah, W. Shah, L. Duan, M.A. Khan
Intellectual disability (ID) is a neuro-developmental condition that affects a person’s cognitive ability and results in a learning defect. It affects 1–3% of the general population; however, the ratio may be expected to be more in a consanguineous population. Herein in the present study, we identified a nuclear family from Dera Ismail Khan City in Pakistan. Whole exome sequencing was performed to map the pathogenic variant. Protein structural modeling and interaction studies were carried out to validate the variant with disease association. Molecular modeling of normal and mutated proteins was performed through I-TASSER and Chimera tools, while docking and interaction analysis was carried out using Cluspro. Clinical analysis of the patient determined mild intellectual disability and gait problem. Candidate gene analysis in this family found a homozygous missense mutation NM_002508:c.C2512T (p.Arg838Cys) in the 12th exon of NID1 gene. Molecular modeling of wild-type and mutant NID1 proteins determined a significant effect on the protein’s secondary and tertiary structure. Hence, based on the exome sequence analysis, NID1 is proposed to be a strong novel candidate ID gene in this family. The genetic mapping of the present family led us to determine a novel candidate gene to be associated with intellectual disability. Linkage of additional ID families with genes would confirm its validity and strengthen our notion. Furthermore, expression studies and pathway analysis will help in exploring the biological mechanism of learning and memory.
智力障碍(ID)是一种影响人的认知能力并导致学习缺陷的神经发育疾病。智力障碍患者占总人口的 1%-3%;但在近亲结婚的人群中,这一比例可能会更高。在本研究中,我们发现了一个来自巴基斯坦德拉伊斯梅尔汗市的核心家庭。我们进行了全外显子测序,以绘制致病变异体的图谱。我们还进行了蛋白质结构建模和相互作用研究,以验证变体与疾病的关联性。通过 I-TASSER 和 Chimera 工具对正常蛋白质和变异蛋白质进行了分子建模,并使用 Cluspro 进行了对接和相互作用分析。通过对患者的临床分析,确定其患有轻度智力障碍和步态问题。该家族的候选基因分析发现,NID1基因第12外显子存在一个同卵错义突变NM_002508:c.C2512T (p.Arg838Cys)。对野生型和突变型 NID1 蛋白的分子建模确定,该蛋白的二级和三级结构受到了显著影响。因此,根据外显子组序列分析,NID1 被认为是该家族中一个强有力的新候选 ID 基因。通过对该家族的基因图谱分析,我们确定了一个与智力障碍相关的新型候选基因。对更多的 ID 家系进行基因关联研究将证实其有效性,并强化我们的观点。此外,表达研究和通路分析将有助于探索学习和记忆的生物学机制。
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引用次数: 0
Biodegradation of the cyanotoxin cylindrospermopsin by Bacillus cereus, Micrococcus luteus and Alcaligenes faecalis  蜡样芽孢杆菌、黄体微球菌和粪肠球菌对蓝藻毒素圆筒孢霉烯的生物降解
IF 0.5 4区 综合性期刊 Q3 Multidisciplinary Pub Date : 2024-01-02 DOI: 10.4038/jnsfsr.v51i4.11483
H.T. Peduruarachchi, G. Liyanage, F. Idroos, M.S. Ekanayake, P. Manage
Cylindrospermopsin (CYN) is a cyanotoxin found in natural waters, with potential risk to human health through the inhibition of protein synthesis. Despite the implementation of conventional water treatment procedures, complete removal of CYN remains a question due to its heat-stable nature. Hence, contamination of water sources with CYN is a challenge in providing safe drinking water throughout the world. The present study was conducted to test the ability to degrade CYN at 280C and pH 7, of four bacterial strains: Bacillus cereus-Y, Bacillus cereus-S (B. cereus-S), Micrococcus luteus, and Alcaligenes faecalis, which were previously isolated from different water sources as different hydrocarbon degraders. The CYN degradation kinetics of each bacterial species were studied using High Performance Liquid Chromatography. The greatest CYN degradation (28.22 ± 0.24%) was shown by the bacterium B. cereus-S in 5.0 mg/L CYN within 14 days. The CYN degradation by the other strains was lower than 10% under the same conditions. Further studies employing different initial concentrations of CYN revealed that B. cereus-S could degrade lower CYN concentrations at a higher percentage (1.0 mg/L, 2.5 mg/L, and 5.0 mg/L of CYN removal percentages were 36.83 ± 2.43%, 32.25 ± 1.25%, and 24.72 ± 0.40%, respectively, after 14 days of incubation at 280C and pH 7). The maximum average degradation rates were recorded for 1.0 mg/L, 2.5 mg/L, and 5.0 mg/L CYN on the 6th (0.05 ± 0.00 mg/L/day), 8th (0.04 ± 0.01 mg/L/day), and 12th (0.02 ± 0.01 mg/L/day) days of incubation, respectively. The study showed the potentiality of the bacterium B. cereus-S on the application for degrading CYN among the tested bacteria species.
Cylindrospermopsin (CYN) 是一种存在于天然水体中的蓝藻毒素,会抑制蛋白质的合成,从而对人类健康造成潜在风险。尽管采用了传统的水处理程序,但由于 CYN 具有热稳定性,完全去除 CYN 仍是一个问题。因此,水源受到 CYN 污染是全世界提供安全饮用水的一个挑战。本研究测试了四种细菌菌株在 280C 和 pH 值为 7 时降解 CYN 的能力:蜡样芽孢杆菌-Y、蜡样芽孢杆菌-S(B. cereus-S)、黄体微球菌(Micrococcus luteus)和粪阿卡菌(Alcaligenes faecalis)。使用高效液相色谱法研究了每种细菌的 CYN 降解动力学。B. cereus-S 细菌在 5.0 mg/L CYN 中 14 天内的 CYN 降解率最高(28.22 ± 0.24%)。在相同条件下,其他菌株的 CYN 降解率低于 10%。使用不同初始浓度的 CYN 进行的进一步研究表明,蜡状芽孢杆菌-S 能以较高的比例降解较低浓度的 CYN(在 280C 和 pH 值为 7 的条件下培养 14 天后,1.0 毫克/升、2.5 毫克/升和 5.0 毫克/升 CYN 的去除率分别为 36.83 ± 2.43%、32.25 ± 1.25% 和 24.72 ± 0.40%)。在培养的第 6 天(0.05 ± 0.00 毫克/升/天)、第 8 天(0.04 ± 0.01 毫克/升/天)和第 12 天(0.02 ± 0.01 毫克/升/天),1.0 毫克/升、2.5 毫克/升和 5.0 毫克/升 CYN 的平均降解率分别达到最大值。研究结果表明,在受测菌种中,蜡样芽孢杆菌-S 在应用中具有降解 CYN 的潜力。
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引用次数: 0
Screening eighty traditional and improved rice genotypes in Sri Lanka for salinity tolerance at the seedling stage in Yoshida solution  在吉田溶液中筛选斯里兰卡八十个传统和改良水稻基因型的苗期耐盐碱能力
IF 0.5 4区 综合性期刊 Q3 Multidisciplinary Pub Date : 2024-01-02 DOI: 10.4038/jnsfsr.v51i4.11500
H.A.P.A. Shyamalee, A. Ranawake
A total of eighty different rice genotypes consisting of fifty-three traditional rice accessions and twenty-seven improved rice varieties were evaluated for salinity tolerance. To identify the tolerant genotypes and the relationship between tolerance level with plant height and dry matter accumulation, the seedlings were subjected to electrical conductivity (EC) ~12 dSm-1 for ten and sixteen days separately at the seedling stage. The salinity tolerance of the seedlings was evaluated by standard evaluation scores (SES). Plant height, and total, shoot, and root-dry matter were evaluated in stressed and controlled plants. Rathuheenati4992 was highly tolerant at salinity stresses, and Heenati4618, Kaluwee3728, Mawee (5531, 3618), and Pokkali3573 were highly tolerant at the 10-day and tolerant at the 16-day salinity stress. Pokkali3881 was moderately tolerant at both stress conditions. Improved rice varieties At354 and Bg250 were highly tolerant at 10-day salinity stress and tolerant at 16-day salinity stress. Cultivation of highly susceptible improved rice varieties, Bg360, At306, At362, Ld368 At405, At402, Ld371, Bw272-6b, Ld365, and Bg352 must be avoided in salinized soils. There was no correlation between plant height and salinity tolerance (r = -0.381, α = 0.000), salinity tolerance and total dry matter (r = 0.325 α = 0.002), salinity tolerance and root dry matter (r = 0.294, α = 0.008), or salinity tolerance and shoot dry matter (r = 0.061, α = 0.594). Plant height or dry matter accumulation can be considered unreliable parameters for salinity tolerance screening since they differ with the genotype. The highly tolerant and tolerant genotypes must be further studied at different growth stages.
对由 53 个传统水稻品种和 27 个改良水稻品种组成的 80 个不同水稻基因型进行了耐盐性评估。为了确定耐盐基因型以及耐盐水平与株高和干物质积累之间的关系,在秧苗阶段分别对秧苗进行为期十天和十六天的 ~12 dSm-1 电导率(EC)测试。秧苗的耐盐碱能力通过标准评价分数(SES)进行评估。对受压和受控植物的株高、总干物质、芽干物质和根干物质进行了评估。Rathuheenati4992 对盐分胁迫的耐受性很强,Heenati4618、Kaluwee3728、Mawee(5531、3618)和 Pokkali3573 对 10 天盐分胁迫的耐受性很强,对 16 天盐分胁迫的耐受性很强。Pokkali3881 对这两种胁迫条件的耐受性一般。改良水稻品种 At354 和 Bg250 对 10 天的盐分胁迫具有高度耐受性,对 16 天的盐分胁迫具有耐受性。必须避免在盐渍化土壤中种植高感性改良水稻品种 Bg360、At306、At362、Ld368 At405、At402、Ld371、Bw272-6b、Ld365 和 Bg352。植株高度与耐盐碱性(r = -0.381,α = 0.000)、耐盐碱性与总干物质(r = 0.325 α = 0.002)、耐盐碱性与根干物质(r = 0.294,α = 0.008)、耐盐碱性与芽干物质(r = 0.061,α = 0.594)之间没有相关性。由于植株高度或干物质积累随基因型的不同而不同,因此可将其视为不可靠的耐盐性筛选参数。必须在不同生长阶段进一步研究高耐盐性和耐盐性基因型。
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引用次数: 0
Synthesis and biological evaluation of gallic acid esters as phagocyte oxidative burst inhibitors 没食子酸酯作为吞噬细胞氧化爆发抑制剂的合成及生物学评价
4区 综合性期刊 Q3 Multidisciplinary Pub Date : 2023-10-12 DOI: 10.4038/jnsfsr.v51i3.11199
M.A.A. Baheej, H.M. Haniffa, H. Siddiqui, A. Jabeen
Several degenerative diseases, including cancer, are caused by oxidative stress, which is caused by the overproduction and accumulation of free radicals. The purpose of the study was to synthesize gallic acid (GA or 3,4,5-trihydroxybenzoic acid) esters and evaluate their anti-inflammatory potential through the inhibition of reactive oxygen species (ROS). The compounds methyl gallate (2), sec-butyl gallate (3), ethyl gallate (4), isopropyl gallate (5), 2-methoxyethyl gallate (6), 4-methoxybutyl gallate (7), 2-methylbutyl gallate (8) and pentan-3-yl gallate (9) were synthesized. 1H NMR, MS and IR data are reported for compounds 2-9, and 13C NMR data for compounds 2, 3, 5, and 6. The molecular formulae of compounds 3 and 7-9 were established by HREI-MS spectroscopic data. All the synthesized compounds were tested for their anti-inflammatory and cytotoxic activities by chemiluminescence and MTT cytotoxicity assay respectively. The results revealed the anti-inflammatory potential of compounds 2-8 with an IC50 range between (13.3 – 54.3 µM) as compared to the standard anti-inflammatory drug, Ibuprofen (IC50 = 54.3 ± 9.2 μM). The most potent inhibitors were found to be compound 3 (ROS IC50 = 15.0 ± 6.6 µM) and compound 7 (ROS IC50 = 13.3 ± 0.8 µM). All compounds were found to be non-cytotoxic in the NIH-3T3 fibroblast cell line. Compounds 3, 7- 9 were identified as new compounds.
一些退行性疾病,包括癌症,都是由氧化应激引起的,氧化应激是由自由基的过度产生和积累引起的。本研究的目的是合成没食子酸(GA或3,4,5-三羟基苯甲酸)酯,并通过抑制活性氧(ROS)来评价其抗炎潜能。合成了没食子酸甲酯(2)、没食子酸正丁酯(3)、没食子酸乙酯(4)、没食子酸异丙酯(5)、没食子酸2-甲氧基乙基(6)、没食子酸4-甲氧基丁酯(7)、没食子酸2-甲基丁酯(8)和没食子酸戊烷-3-基(9)。报道了化合物2-9的1H NMR、MS和IR数据,以及化合物2、3、5和6的13C NMR数据。通过HREI-MS数据确定了化合物3和7-9的分子式。采用化学发光法和MTT细胞毒法分别测定合成化合物的抗炎活性和细胞毒活性。结果表明,化合物2 ~ 8与标准抗炎药布洛芬(IC50 = 54.3±9.2 μM)相比,IC50范围在(13.3 ~ 54.3µM)之间。化合物3 (ROS IC50 = 15.0±6.6µM)和化合物7 (ROS IC50 = 13.3±0.8µM)抑制作用最强。所有化合物在NIH-3T3成纤维细胞系中均无细胞毒性。化合物3、7 ~ 9为新化合物。
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引用次数: 0
Single and combined effect of fluoride and hardness of drinking water on nephrotoxicity: <em>in-vivo</em> study using Wistar rats as an animal model 氟化物和饮用水硬度对肾毒性的单一和联合影响:体内&lt;em&gt; /em&gt;以Wistar大鼠为动物模型进行研究
4区 综合性期刊 Q3 Multidisciplinary Pub Date : 2023-10-12 DOI: 10.4038/jnsfsr.v51i3.11194
K.T. Dilrukshi, D.H. Beneragama, T.S. Suresh, J.K.P. Wanigasuriya, P.M. Manage
Drinking water in areas with a high prevalence of chronic kidney disease of unknown aetiology (CKDu) in Sri Lanka is known to have high concentrations of fluoride and hardness. The present study evaluated the individual and combined effects of water hardness and fluoride on potential nephrotoxicity, using Wistar rats as an animal model. Thirty-five Wistar rats were randomly assigned into five groups (n=7). Test groups F, H, RL, and RH were given de-ionized water containing 1.5 mg/L fluoride, 200 mg/L hardness, 1.5:200 mg/L fluoride: hardness, and 5:800 mg/L fluoride: hardness respectively, while control group C was given de-ionized water. Body weight and daily water consumption were measured. Serum creatinine, urine creatinine, and urinary biomarker KIM-1 were analyzed. Histopathological changes in the kidneys were observed. There were no significant differences in body weights (p>0.05) while daily water consumption was reduced significantly in the test groups RL and RH (p<0.05). A significant increment in serum creatinine in the RL and RH groups (p<0.05), and a significant reduction in urine creatinine in the F, H, RL and RH groups (p<0.05), were recorded compared to the control. However, the highest magnitude of the effect on serum creatinine and urine creatinine was recorded in the RL group. Significant increment in KIM-1 levels were recorded in the RH group (p<0.05) while the RH group indicated a more rapid increment from the 28th day. When considering histopathology, renal tubular changes were observed in the test groups. The individual and combined effects of water hardness and fluoride may contribute to the aetiology of CKDu in Sri Lanka.
众所周知,在斯里兰卡病因不明的慢性肾病高发地区的饮用水氟化物浓度和硬度很高。本研究以Wistar大鼠为动物模型,评估了水硬度和氟化物对潜在肾毒性的单独和联合影响。35只Wistar大鼠随机分为5组(n=7)。F组、H组、RL组、RH组分别给予含氟1.5 mg/L、硬度200 mg/L、硬度1.5:200 mg/L、硬度5:8 00mg /L的去离子水,C组对照组给予去离子水。测量体重和每日饮水量。分析血清肌酐、尿肌酐和尿液生物标志物KIM-1。观察肾脏组织病理学改变。RL组和RH组的体重差异不显著(p < 0.05),日饮水量显著降低(p < 0.05)。与对照组相比,RL和RH组血清肌酐显著升高(p < 0.05), F、H、RL和RH组尿肌酐显著降低(p < 0.05)。然而,RL组对血清肌酐和尿肌酐的影响最大。RH组小鼠KIM-1水平显著升高(p < 0.05), RH组小鼠KIM-1水平从第28天开始显著升高。考虑到组织病理学,在实验组中观察到肾小管的改变。水硬度和氟化物的单独和综合影响可能是斯里兰卡CKDu的病因。
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引用次数: 0
Submergence tolerance and tolerance mechanism: A study on traditional and improved rice genotypes at the seedling stage under complete submergence stress in Sri Lanka 耐淹性及耐淹机制:斯里兰卡水稻在完全淹水胁迫下的苗期传统与改良基因型研究
4区 综合性期刊 Q3 Multidisciplinary Pub Date : 2023-10-12 DOI: 10.4038/jnsfsr.v51i3.11333
H.A.P.A. Shyamalee, A.L. Ranawake
Submergence-tolerant genotypes in rice are essential for flood-prone lands, and recent studies have focused on dissecting tolerance mechanisms considering morphological and physiological changes in the plants upon submergence. Thirty improved rice varieties and sixty-two traditional rice accessions were screened for submergence tolerance under complete 9-day and 14-day submergence stress at the two-week-old seedling stage. The submergence tolerance level of each rice genotype was evaluated according to IRRI guidelines based on survival rates. Accordingly, rice genotypes were categorized into four groups: tolerant, moderately tolerant, moderately susceptible, and highly susceptible. Two Mawee accessions (3704, 3618) were submergence tolerant at 14-day submergence stress. The traditional rice accessions Ratawee3466, Mawee (8552, 4145), and Heenati4935 and improved rice varieties Bw400 were moderately submergence tolerant at 14-day submergence stress. Survival rates of the rice genotypes, their initial plant height, and shoot elongation at 9-day and 14-day submergence stress showed that seedling elongation (escape strategy) or reduction of elongation compared to control plants (quiescence strategy) under submergence stress cannot be used as phenotypic markers for selecting rice genotypes for submergence tolerance in rice. Further, the escape strategy or the quiescence strategy was not unique to the genotype, and the survival strategy of some rice genotypes changed with prolonged submergence stress. The escape strategy tended to be an SOS (Save Our Souls) strategy under prolonged submergence stress from 9 days to 14 days. No correlations between initial plant height and survival rate or survival rate and the height gain or reduction at 9-day and 14-day submergence stress showed that the submergence tolerance mechanism in rice was genotype-specific. The submergence-tolerant and moderately tolerant rice genotypes could be further investigated in future studies.
水稻耐淹基因型在洪水易发地区是必不可少的,最近的研究集中在考虑植物在淹没时形态和生理变化的耐淹机制上。对30个改良水稻品种和62个传统水稻品种在2周龄苗期9天和14天淹水胁迫下的耐淹性进行了筛选。每个水稻基因型的耐淹水平根据国际水稻研究所(IRRI)基于存活率的指南进行评估。据此,水稻基因型分为耐、中等耐、中等易感和高度易感4组。2个Mawee品种(3704、3618)在14 d淹水胁迫下具有耐淹性。传统水稻品种Ratawee3466、Mawee(8552、4145)、Heenati4935和改良品种Bw400在14 d淹水胁迫下具有中等耐淹性。9 d和14 d淹水胁迫下水稻基因型的存活率、初始株高和茎伸长表明,淹水胁迫下幼苗伸长(逃逸策略)或幼苗伸长较对照(静止策略)减少不能作为水稻耐淹基因型选择的表型标记。此外,逃逸策略或静止策略并不是基因型所特有的,某些水稻基因型的生存策略随着淹水胁迫时间的延长而改变。在9天至14天的长时间潜水压力下,逃生策略倾向于SOS (Save Our Souls)策略。9 d和14 d淹水胁迫下,水稻株高与成活率、存活率与株高增减均无相关性,表明水稻耐淹机制具有基因型特异性。耐淹型和中等耐淹型水稻基因型可以在今后的研究中进一步研究。
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引用次数: 0
Chronological attribution of Sinhalese inscriptions using deep learning approaches 使用深度学习方法的僧伽罗文铭文的时间归属
4区 综合性期刊 Q3 Multidisciplinary Pub Date : 2023-10-12 DOI: 10.4038/jnsfsr.v51i3.11200
H.M.S.C.R. Heenkenda, T.G.I. Fernando
A study of this caliber can be identified as a profound source for a wealth of knowledge as the aim of this study is to present chronological attribution of Sinhalese inscriptions based on deep learning approaches. Inscriptions shed light on a multitude of information such as chronicled civilizational thought, economic status, language evolution, cultural boundaries, details of royal officers, local rules, ethnic groups, land tenure, religious activities, beliefs, and trade and industries. Inscriptions are major assets to showcase inclusive of listed above, multitude information; hence, the benefits served by a study of high caliber, especially to the historical heritage research and to the heritage tourism. Several computer-aided solutions have been proposed to resolve the recognition of inscriptions in the Sri Lankan context. But this paper proposes an optimized classification. A dataset of five hundred images of original Sinhalese inscriptions dating from the 3rd century BC to the present was used to train and test the models. This study adopts four deep learning models to classify Sinhalese inscriptions: a newly proposed convolutional neural network model, and the pre-trained models Inception-v3, VGG-19, and ResNet-50. Palaeographical and morphological rules were adopted in the manual classification of Sinhalese inscriptions into a number of eras, namely, the Early Brahmi (3rd century BC to 1st century AD), Late Brahmi (2nd century AD to 4th century AD), Transitional Brahmi (5th century AD to 7th century AD), Medieval Sinhala (8th century AD to 14th century AD), and Modern Sinhala (15th century AD to the present). The results of the study indicate promising outcomes with accuracies of 70.66%, 85.94%, 57.44%, and 58.77% respectively for used four models. Further, the study revealed that the Inception-v3 model outperformed in classifying the Sinhalese inscriptions in respective eras.
这种水平的研究可以被认为是丰富知识的深刻来源,因为本研究的目的是基于深度学习方法呈现僧伽罗铭文的时间归属。碑文揭示了大量的信息,如记载的文明思想、经济地位、语言演变、文化边界、王室官员的细节、地方规则、民族、土地所有权、宗教活动、信仰、贸易和工业。铭文是展示的主要资产,包括上述所列的众多信息;因此,高水平的研究对历史遗产研究和遗产旅游有很大的好处。已经提出了几种计算机辅助解决办法来解决斯里兰卡文题字的识别问题。本文提出了一种优化的分类方法。从公元前3世纪到现在的500幅原始僧伽罗铭文图像的数据集被用来训练和测试模型。本研究采用四种深度学习模型对僧伽罗文碑文进行分类:一种新提出的卷积神经网络模型,以及预训练模型Inception-v3、VGG-19和ResNet-50。古地学和形态学的规则被采用在手工分类僧伽罗铭文的几个时代,即早期婆罗米(公元前3世纪至公元1世纪),后期婆罗米(公元2世纪至公元4世纪),过渡婆罗米(公元5世纪至公元7世纪),中世纪僧伽罗(公元8世纪至公元14世纪)和现代僧伽罗(公元15世纪至今)。研究结果表明,四种模型的准确率分别为70.66%、85.94%、57.44%和58.77%。此外,研究还发现,Inception-v3模型在对各自时代的僧伽罗文进行分类方面表现优异。
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引用次数: 0
Pulsed-field gel electrophoresis typing and molecular characterization of <em>Listeria monocytogenes</em> isolates in raw milk samples from Polonnaruwa District, Sri Lanka 单核增生李斯特菌的脉冲场凝胶电泳分型及分子特征斯里兰卡Polonnaruwa区原料奶样品中的分离菌
4区 综合性期刊 Q3 Multidisciplinary Pub Date : 2023-10-12 DOI: 10.4038/jnsfsr.v51i3.11397
W.A.S. Wijendra, A.G.G. Kaushalya, K.G.R. Kuruppuarachchi, H.B.C. Harshani, W.A.S.I. Fonseka, R. Ramesh
Listeria monocytogenes is an important food borne human pathogen associated with severe diseases in humans and animals. Human infection is associated with high mortality rates. Our previous studies done in 2012 on milk and milk products revealed 4b as the dominant serotype followed by 1/2a, 1/2b and 1/2c. Listeria monocytogenes is an important food borne human pathogen associated with severe diseases in humans and animals. Human infection is associated with high mortality rates. Our previous studies done in 2012 on milk and milk products revealed 4b as the dominant serotype followed by 1/2a, 1/2b and 1/2c. Therefore, this study was conducted to determine the sources of contamination and to identify the strain differences (pulsotypes) by pulsed-field gel electrophoresis (PFGE) typing and serotype profiles of L. monocytogenes isolates from farm collected raw milk samples from randomly identified locations in Grama Niladhari divisions of the Polonnaruwa district, Sri Lanka. Eighty isolates obtained from raw milk samples were confirmed as L. monocytogenes by Polymerase Chain Reaction, belonging to serotypes 4b, 1/2a, 1/2b and 1/2c. The strains were identified by PFGE. PFGE analysis digested with AscI and ApaI enzymes revealed different banding patterns. All the pulsotypes were found to be serotype 4b. The sub typing indicated the diversity of the Listeria species. The presence of serotypes 1/2a, 1⁄2b, 1/2c, and 4b in raw milk is a public health concern, as these serotypes are frequently associated with foodborne outbreaks and sporadic cases of human listeriosis. In our study, PFGE analysis allowed discrimination among isolates of the same serogroup. Further PFGE analysis showed heterogeneity among isolates recovered from both same sampling areas and different areas.
单核增生李斯特菌是一种重要的食源性人致病菌,与人类和动物的严重疾病有关。人类感染与高死亡率有关。我们之前在2012年对牛奶和奶制品进行的研究显示,4b是主要的血清型,其次是1/2a、1/2b和1/2c。单核增生李斯特菌是一种重要的食源性人致病菌,与人类和动物的严重疾病有关。人类感染与高死亡率有关。我们之前在2012年对牛奶和奶制品进行的研究显示,4b是主要的血清型,其次是1/2a、1/2b和1/2c。因此,本研究旨在确定污染源,并通过脉冲场凝胶电泳(PFGE)分型和血清型谱对斯里兰卡Polonnaruwa区Grama Niladhari区随机确定地点的农场采集的原料奶样品中单核细胞生长乳杆菌分离株进行菌株差异(脉冲型)鉴定。经聚合酶链反应鉴定,80株分离株为单核增生乳杆菌,血清型分别为4b、1/2a、1/2b和1/2c。菌株经PFGE鉴定。用AscI和ApaI酶切的PFGE分析显示出不同的条带模式。所有脉搏型均为血清型4b。亚分型显示了李斯特菌种类的多样性。原料奶中存在1/2a、1/ 2b、1/2c和4b血清型是一个公共卫生问题,因为这些血清型经常与食源性暴发和人类李斯特菌病的散发病例有关。在我们的研究中,PFGE分析允许在同一血清群的分离株之间进行区分。进一步的PFGE分析显示,同一采样区和不同采样区分离株之间存在异质性。
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引用次数: 0
期刊
Journal of the National Science Foundation of Sri Lanka
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