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The genetic basis and improvement of photosynthesis in tomato 被引量:1
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作者 Haiqiang Dong Fangman Li +7 位作者 Xiaoxiao Xuan John Kojo Ahiakpa Jinbao Tao Xingyu Zhang Pingfei Ge Yaru Wang Wenxian Gai Yuyang Zhang 《Horticultural Plant Journal》 2025年第1期69-84,共16页
Photosynthesis is one the most important chemical reaction in plants,and it is the ultimate energy source of any living organisms.The light and dark reactions are two essential phases of photosynthesis.Light reaction ... Photosynthesis is one the most important chemical reaction in plants,and it is the ultimate energy source of any living organisms.The light and dark reactions are two essential phases of photosynthesis.Light reaction harvests light energy to synthesize ATP and NADPH through an electron transport chain,and as well as giving out O_(2);dark reaction fixes CO_(2) into six carbon sugars by utilizing NADPH and energy from ATP.Subsequently,plants convert optical energy into chemical energy for maintaining growth and development through absorbing light energy.Here,firstly,we highlighted the biological importance of photosynthesis,and hormones and metabolites,photosynthetic and regulating enzymes,and signaling components that collectively regulate photosynthesis in tomato.Next,we reviewed the advances in tomato photosynthesis,including two aspects of genetic basis and genetic improvement.Numerous genes regulating tomato photosynthesis are gradually uncovered,and the interaction network among those genes remains to be constructed.Finally,the photosynthesis occurring in fruit of tomato and the relationship between photosynthesis in leaf and fruit were discussed.Leaves and fruits are photosynthate sources and sinks of tomato respectively,and interaction between photosynthesis in leaf and fruit exists.Additionally,future perspectives that needs to be addressed on tomato photosynthesis were proposed. 展开更多
关键词 PHOTOSYNTHESIS TOMATO GENETICS improvement LEAF FRUIT
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Research on the Current Status and Improvement Strategies of Kindergarten Teachers’ Career Well-Being in Shandong Province
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作者 Rui Li 《教育技术与创新》 2025年第1期11-20,共10页
Career well-being among kindergarten teachers is a critical factor influencing the quality of early childhood education.This study found that the overall career well-being of kindergarten teachers in Shandong Province... Career well-being among kindergarten teachers is a critical factor influencing the quality of early childhood education.This study found that the overall career well-being of kindergarten teachers in Shandong Province is at a moderate level,influenced by the interactive mechanisms of various dimensions such as salary,work pressure,and social support.This paper proposes four aspects for improving kindergarten teachers’career well-being:constructing a differentiated compensation system,implementing systematic interventions for stress management,improving developmental support networks,and strengthening social recognition initiatives.These strategies aim to provide a reference for enhancing the professional ecology of kindergarten teachers. 展开更多
关键词 kindergarten teachers career well-being improvement strategies
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Impact of cognitive rehabilitation interventions on memory improvement in patients after stroke:A systematic review
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作者 Rebecca Mathew Komudi Sapru +6 位作者 Dhruv Nihal Gandhi Tahoora Abdul Nasir Surve Devina Pande Anushri Parikh Rebecca Bhairavdutt Sharma Ravneet Kaur Md Al Hasibuzzaman 《World Journal of Methodology》 2025年第3期146-171,共26页
BACKGROUND Cognitive impairment is a major cause of disability in patients who have suffered from a stroke,and cognitive rehabilitation interventions show promise for improving memory.AIM To examine the effectiveness ... BACKGROUND Cognitive impairment is a major cause of disability in patients who have suffered from a stroke,and cognitive rehabilitation interventions show promise for improving memory.AIM To examine the effectiveness of virtual reality(VR)and non-VR(NVR)cognitive rehabilitation techniques for improving memory in patients after stroke.METHODS An extensive and thorough search was executed across five pertinent electronic databases:Cumulative Index to Nursing and Allied Health Literature;MEDLINE(PubMed);Scopus;ProQuest Central;and Google Scholar.This systematic review was conducted following the preferred reporting items for systematic reviews and meta-analyses guideline.Studies that recruited participants who experienced a stroke,utilized cognitive rehabilitation interventions,and published in the last 10 years were included in the review.RESULTS Thirty studies met the inclusion criteria.VR interventions significantly improved memory and cognitive function(mean difference:4.2±1.3,P<0.05),whereas NVR(including cognitive training,music,and exercise)moderately improved memory.Compared with traditional methods,technology-driven VR approaches were particularly beneficial for enhancing daily cognitive tasks.CONCLUSION VR and NVR reality interventions are beneficial for post-stroke cognitive recovery,with VR providing enhanced immersive experiences.Both approaches hold transformative potential for post-stroke rehabilitation. 展开更多
关键词 Cognitive rehabilitation Memory improvement STROKE Technology Virtual reality
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Validation and improvement of HY-1D satellite chlorophyll a retrievals in complex coastal waters
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作者 Fei Tian Shengqiang Wang +4 位作者 Deyong Sun Shuyan Lang Yongjun Jia Xin Zhang Zishen Li 《Acta Oceanologica Sinica》 2025年第8期180-193,共14页
Chlorophyll a(Chl a)is a key photosynthetic pigment and an essential indicator of phytoplankton biomass.Accurate Chl a measurements are crucial for understanding marine biogeochemical processes.China launched the Chin... Chlorophyll a(Chl a)is a key photosynthetic pigment and an essential indicator of phytoplankton biomass.Accurate Chl a measurements are crucial for understanding marine biogeochemical processes.China launched the Chinese Ocean Color and Temperature Scanner(COCTS)aboard the HY-1D satellite in 2020,yet its Chl a products require further validation in complex coastal waters.This study assesses HY-1D Chl a products in the Bohai and Yellow Seas,two optically complex coastal regions,using in situ data collected during multiple cruises.Additionally,we compare HY-1D Chl a products with those from the Moderate Resolution Imaging Spectroradiometer(MODIS)and the Visible Infrared Imaging Radiometer Suite(VIIRS).We observed that although Chl a products from HY-1D are generally consistent with those from the MODIS and VIIRS in spatial distribution,there are still significant errors when compared with in situ data.Therefore,we developed a new blended algorithm to improve the accuracy of HY-1D Chl a products.The algorithm distinguishes between turbid and relatively clean waters using a classification index based on the ratio of remote sensing reflectance(R_(rs)(λ)).After the initial classification,we developed targeted algorithms based on the optical properties of different water bodies.The new model shows a significant improvement,reducing the mean absolute percentage error(MAPE)from 43.1%to 24.3%.Additionally,merging Chl a data from HY-1D,MODIS,and VIIRS maintains good accuracy,with HY-1D Chl a products significantly enhancing data coverage and robustness.This research provides important support for producing high-quality HY-1D Chl a products for coastal waters. 展开更多
关键词 chlorophyll a HY-1D coastal waters VALIDATION improvement
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Research on the Current Situation and Quality Improvement Strategy for University Student Party Branch Construction
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作者 Fengqi Zhao 《Journal of Contemporary Educational Research》 2025年第1期39-43,共5页
University student Party branches serve as the Party’s grassroots organizations within universities and act as a bridge and link between the Party and students.Therefore,it is essential to strengthen the development ... University student Party branches serve as the Party’s grassroots organizations within universities and act as a bridge and link between the Party and students.Therefore,it is essential to strengthen the development of student Party branches and enhance the effectiveness of student Party member education and training.This paper summarizes and analyzes the issues in the construction of student Party branches in universities and explores strategies for improving their quality,aiming to provide a reference for relevant personnel. 展开更多
关键词 UNIVERSITY Student Party branch Quality improvement STRATEGY
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Beyond initial recovery: Heart failure with transient vs sustained improvement in left ventricular ejection fraction
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作者 Rasha Kaddoura Ammar Chapra +11 位作者 Jassim Shah Mohamed Izham Rajvir Singh Haisam Alsadi Maha Al-Amri Tahseen Hamamyh Manar Fallouh Farras Elasad Mohamed Abdelghani Sumaya Alsaadi Alyafei Amr Badr Ashfaq Patel 《World Journal of Cardiology》 2025年第6期95-106,共12页
BACKGROUND There is no available data about the trajectory of heart failure(HF)with improved ejection fraction(EF)and patient clinical outcomes in Qatar.AIM To explore the difference in characteristics and outcomes be... BACKGROUND There is no available data about the trajectory of heart failure(HF)with improved ejection fraction(EF)and patient clinical outcomes in Qatar.AIM To explore the difference in characteristics and outcomes between patients with transient and sustained improvement in left ventricular ejection fraction(LVEF)and to determine the independent predictors for sustained improvement in LVEF.METHODS This is a retrospective cohort study that was conducted at the advanced HF clinic of a tertiary care hospital in Qatar between January 2017 and December 2018.This were divided into two groups:HF with transient improvement in EF(HFtimpEF)and HF with sustained improvement in EF(HFsimpEF).RESULTS A total of 175 patients with HF and improved EF were included.Among them 136(77.7%)patients showed sustained improvement in LVEF.The remaining patients with HFtimpEF were predominantly males[37(94.9%)vs 101(74.3%),P=0.005]with a higher incidence of ischemic cardiomyopathy[32(82.1%)vs 68(50.4%),P=0.002],dyslipidemia[24(61.5%)vs 54(39.7%),P=0.03],and hypertension[34(87.2%)vs 93(68.4%),P=0.03]than those with HFsimpEF.The latter experienced significantly lower rates of hospitalization[39(28.7%)vs 20(51.3%),P=0.01]and diagnosis of new cardiovascular conditions during the follow-up(e.g.,acute coronary syndrome,stroke,decompensated HF,and atrial fibrillation)[14(10.3%)vs 10(25.6%),P=0.03]without a difference in emergency department visits or in-hospital death.Sustained improvement in LVEF was positively associated with being female[adjusted odds ratio(aOR)=6.8,95%confidence interval(CI):1.4-32.3,P=0.02],having non-ischemic etiology of HF(aOR=3.1,95%CI:1.03-9.3,P=0.04),and using a mineralocorticoid receptor antagonist(aOR=7.0,95%CI:1.50-31.8,P=0.01).CONCLUSION Patients with HFsimpEF experienced significantly lower rates of hospitalization and diagnosis of new cardiova-scular conditions than patients with HFtimpEF.Sustained improvement in LVEF was positively associated with being a female,having non-ischemic etiology of HF,and using a mineralocorticoid receptor antagonist. 展开更多
关键词 ASIA CARDIOMYOPATHY improved ejection fraction Middle East QATAR
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Research on Satisfaction Improvement Strategy of “Songji Ancient Town Research Products” in Yongchuan District under the High-Quality Education System
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作者 Wenxiong Wang Linghao Dong Ge Ke 《Proceedings of Business and Economic Studies》 2025年第3期334-342,共9页
Songji Ancient Town in Yongchuan District,Chongqing,is a famous historical and cultural town in China and a national AAAA-level tourist attraction.In recent years,combining its unique historical and cultural heritage,... Songji Ancient Town in Yongchuan District,Chongqing,is a famous historical and cultural town in China and a national AAAA-level tourist attraction.In recent years,combining its unique historical and cultural heritage,the scenic area has developed research travel products themed on intangible cultural heritage and red tourism,attracting students from across the country to experience it.On the other hand,in the context of the deepening of the“double reduction”policy and the concept of a“high-quality education system,”the educational connotation of Songji Ancient Town’s research products is constantly enriching.Based on this,this article will combine the RMP theory to explore strategies for improving satisfaction with Yongchuan District’s“Songji Ancient Town Research Products”under a high-quality education system,to promote the development of the scenic area’s research experience projects and overall tourism service levels. 展开更多
关键词 Songji Ancient Town Satisfaction improvement High-quality education system TOURISM
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Combustion Simulation and Structure Improvement of Internal Combustion Hot Blast Stove
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作者 RuibinWang Fuyong Su +1 位作者 Shuo Huang Shengyong Ma 《Frontiers in Heat and Mass Transfer》 2025年第1期325-344,共20页
The main function of a hot blast stove is to deliver a high-temperature and stable hot blast to the blast furnace,which has an important impact on the blast furnace ironmaking process.To improve the combustion efficie... The main function of a hot blast stove is to deliver a high-temperature and stable hot blast to the blast furnace,which has an important impact on the blast furnace ironmaking process.To improve the combustion efficiency,a simulation model of the combustion part of an internal combustion hot blast stove was established by combining turbulence,combustion,and radiation models.Based on the original model,a new type of internal combustion hot blast stove is proposed.The results indicated insufficient combustion in the original structure and higher CO concentrations in the corners of the eyes at both ends of the combustor outlet,the recirculation area at the bottom of the combustion chamber was mainly concentrated in the middle part.With the new structure of the hot blast stove,the gas baffles with different inclination angles are added to the rectangular burner,at the outlet of the combustion chamber,the CO concentration is reduced to a certain extent,and the temperature distribution is more uniform.When the inclination angle of the gas baffle is 60°,the combustion chamber outlet section average temperature rises from 1686 K to 1693 K,the outlet flue gas average volume fraction of CO decreases the most,and the average volume fraction of CO decreases from 0.00708%to 0.00568%,which could reduce the CO content by about 20%. 展开更多
关键词 Hot blast stove combustion simulatio structure improvement
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Spatial Differences in Soil Improvement Effect and Panax ginseng Yield:A Case Study of Yanbian Chaoxianzu(Korean)Autonomous Prefecture
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作者 Ziqi XIANG Sihai ZHANG +3 位作者 Lin DAI Qiang YE Yujiao ZHANG Yingying WANG 《Agricultural Biotechnology》 2025年第2期38-43,共6页
[Objectives]Farmland ginseng cultivation,as a sustainable alternative to traditional forest-clearing ginseng planting,requires systematic evaluation of soil optimization strategies.This study aimed to quantify the lin... [Objectives]Farmland ginseng cultivation,as a sustainable alternative to traditional forest-clearing ginseng planting,requires systematic evaluation of soil optimization strategies.This study aimed to quantify the linkage between soil improvement outcomes and ginseng(Panax ginseng)yield across five regions in Yanbian Korean Autonomous Prefecture.[Methods]Soil improvement trials were conducted using farmland soils,with forest soils as the baseline.Soil nutrient contents were measured via soil agrochemical analysis method using a continuous flow analyzer.Statistical approaches,including significance tests,correlation analysis,and regression analysis,were applied to identify key factors influencing yield.[Results]Ginseng yield exhibited a significant positive correlation with organic matter content and available phosphorus,but a negative correlation with electrical conductivity,ammonium nitrogen,and available potassium.Wangqing and Liucai regions achieved post-improvement yields equivalent to 94%and 88%of forest soil yields,respectively,demonstrating the highest soil similarity to forest ecosystems.[Conclusions]Region-specific soil improvement protocols in Wangqing and Liucai show high replicability and efficacy.These strategies can serve as benchmarks for sustainable farmland ginseng cultivation,minimizing ecological disruption while maintaining productivity. 展开更多
关键词 Farmland ginseng cultivation Soil improvement Soil nutrients YIELD Correlation analysis
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Development and validation of a predictive model for endoscopic improvement of Crohn's disease
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作者 Hua-Gang Wang Cang-La Nima Qi Zhou 《World Journal of Gastrointestinal Endoscopy》 2025年第2期16-27,共12页
BACKGROUND At present,there is a lack of non-invasive indicators to evaluate the changes in endoscopic activity between two visits for patients with Crohn's disease(CD).AIM To develop a model for predicting whethe... BACKGROUND At present,there is a lack of non-invasive indicators to evaluate the changes in endoscopic activity between two visits for patients with Crohn's disease(CD).AIM To develop a model for predicting whether endoscopic activity will improve in CD patients.METHODS This is a single-center retrospective study that included patients diagnosed with CD from January 2014 to December 2022.The patients were randomly divided into a modeling group(70%)and an internal validation group(30%),with an external validation group from January 2023 to March 2024.Univariate and binary logistic regression analyses were conducted to identify independent risk factors,which were used to construct a nomogram model.The model's performance was evaluated using receiver operating characteristic curves,calibration curves,and decision curve analysis(DCA).Additionally,further sensitivity analyses were performed.RESULTS One hundred seventy patients were included in the training group,while 64 were included in the external validation group.A binary logistic stepwise regression analysis revealed that the changes in the amplitudes of albumin(ALB)and fibrinogen(FIB)were independent risk factors for endoscopic improvement.A nomogram model was developed based on these risk factors.The area under the curve of the model for the training group,internal validation group,and external validation group were 0.802,0.788,and 0.787,respectively.The average absolute errors of the calibration curves were 0.011,0.016,and 0.018,respectively.DCA indicated that the model performs well in clinical practice.Additionally,sensitivity analysis demonstrated that the model has strong robustness and applicability.CONCLUSION Our study shows that changes in the amplitudes of ALB and FIB are effective predictors of endoscopic improvement in patients with CD during follow-up visits compared to their previous ones. 展开更多
关键词 Crohn’s disease Endoscopic improvement Prediction model ALBUMIN FIBRINOGEN
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Early improvement to electroacupuncture at week 3 predicts ultimate response in patients with chronic severe functional constipation
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作者 Zhi-yi Xiong Shi-yan Yan +1 位作者 Si-xing Liu Zhi-shun Liu 《Journal of Integrative Medicine》 2025年第3期274-281,共8页
Objective:To investigate whether the presence or absence of improvement in chronic severe functional constipation(CSFC)at the early stage of treatment with electroacupuncture predicts subsequent response or non-respon... Objective:To investigate whether the presence or absence of improvement in chronic severe functional constipation(CSFC)at the early stage of treatment with electroacupuncture predicts subsequent response or non-response,and to determine the optimal treatment duration for assessing subsequent responses to electroacupuncture.Methods:This is a post hoc analysis using data pooled from two large-scale randomized controlled trials.Patients with CSFC were recruited,and those in the electroacupuncture groups were included in the present study.Early improvement was defined as a weekly increase of≥1 complete spontaneous bowel movement(CSBM)compared to baseline.Three treatment response criteria were evaluated:≥3CSBMs per week,overall CSBM response,and sustained CSBM response.Predictive statistics,including sensitivity,specificity,positive predictive value,and negative predictive value,were calculated at weeks1–4.Receiver operating characteristic curves and accuracy rates were used to determine the optimal timepoint for differentiation between responders and non-responders.Results:Cases from a total of 813 participants who received electroacupuncture were analyzed.The proportion of improvers was 40.34%by week 1,increasing to 52.52%by week 4.After 8 weeks of treatment,the response rates were 30.14%,25.83%and 25.58%according to the three aforementioned criteria,respectively.Early improvement was a strong predictor of treatment response,with week 3 demonstrating the highest predictive accuracy.Conclusion:Early improvement with electroacupuncture,especially at week 3,can predict subsequent outcomes.Our findings suggest that acupuncturists may identify non-responders who might require adjustments to therapeutic strategies early in treatment. 展开更多
关键词 Chronic severe functional constipation ELECTROACUPUNCTURE Early improvement PREDICTION Treatment response
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Seismic isolation design and resilience improvement of railway station considering the influence of near-fault pulse-like ground motions
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作者 Pan Yi Song Jiayu +1 位作者 Chen Qi Liu Yongxin 《Earthquake Engineering and Engineering Vibration》 2025年第1期257-270,共14页
To improve the resilience of railway stations,a typical station was selected as the research object,and an isolation design was introduced.Twenty-four groups of near-fault pulse-like ground motions were selected.The s... To improve the resilience of railway stations,a typical station was selected as the research object,and an isolation design was introduced.Twenty-four groups of near-fault pulse-like ground motions were selected.The seismic resilience of the no-isolation railway stations(NIRS)and the isolation railway stations(IRS)were compared to provide a numerical result of the improvement in resilience.The results show that in the station isolation design,the station's functional requirements and structural characteristics should be considered and the appropriate placement of isolation bearings is under the waiting room.Under the action of a rare earthquake,the repair cost,repair time,rate of harm and death of the IRS were decreased by 8.04 million,18.30 days,6.93×10^(-3)and 1.21×10^(-3),respectively,when compared to the NIRS.The IRS received a seismic resilience grade of three-stars and the NIRS only one-star,indicating that rational isolation design improves the seismic resilience of stations.Thus,for the design of stations close to earthquake faults,it is suggested to utilize appropriate isolation techniques to improve their seismic resilience. 展开更多
关键词 railway station near-fault pulse-like ground motion isolation design seismic resilience resilience improvement
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A short review on research progress of ZnIn_(2)S_(4)-based S-scheme heterojunction: Improvement strategies
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作者 Hongrui Zhang Miaoying Cui +2 位作者 Yongjie Lv Yongfang Rao Yu Huang 《Chinese Chemical Letters》 2025年第4期34-41,共8页
ZnIn_(2)S_(4), a typical n-type semiconductor, has received intensive attention due to its suitable bandgap, excellent visible light absorption performance, and simple and fiexible preparation methods. However, its ap... ZnIn_(2)S_(4), a typical n-type semiconductor, has received intensive attention due to its suitable bandgap, excellent visible light absorption performance, and simple and fiexible preparation methods. However, its application is curbed by photo-generated carrier recombination and photo corrosion. Although constructing S-scheme heterojunctions by combining ZnIn_(2)S_(4)with other semiconductors can solve these problems, the photocatalytic activity of S-scheme heterojunctions can be further improved. Therefore, this short review summarizes modification strategies of ZnIn_(2)S_(4)-based S-scheme heterojunctions. This article also introduces the concept, design principles, and characterization methods of ZnIn_(2)S_(4)-based S-scheme heterojunction. Finally, current challenges and future research focuses related to ZnIn_(2)S_(4)-based S-scheme heterojunctions are discussed and summarized, including the utilization of advanced in-situ characterization techniques to further illuminate the photocatalytic mechanism, the DFT-assisted design of catalysts to increase the selectivity of products during photocatalytic CO_(2) reduction, and extending the photoresponse of ZnIn_(2)S_(4)-based S-scheme heterojunction to near-infrared range, etc. 展开更多
关键词 PHOTOCATALYSIS ZnIn_(2)S_(4) S-scheme HETEROJUNCTION improvement strategies
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Application and Prospects of CRISPR/Cas9 Genome Editing Technology in the Genetic Improvement of Fruit Trees
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作者 Xiaoqi CHEN Shaoping WU 《Asian Agricultural Research》 2025年第6期40-46,共7页
CRISPR/Cas9 technology, a revolutionary gene-editing tool, has rapidly garnered attention in plant science owing to its simplicity, high editing efficiency, and cost-effectiveness. Besides, it offers unprecedented pre... CRISPR/Cas9 technology, a revolutionary gene-editing tool, has rapidly garnered attention in plant science owing to its simplicity, high editing efficiency, and cost-effectiveness. Besides, it offers unprecedented precision and efficiency in the genetic improvement of fruit trees. To date, this technology has been widely utilized to enhance fruit quality, improve stress resistance, and mediate growth and development. These applications demonstrate its immense potential in fruit tree breeding. Looking ahead, advancements in editing efficiency, expanded application scopes, comprehensive safety assessments, and improved regulatory frameworks are expected to further broaden the role of CRISPR/Cas9 in fruit tree breeding, thereby driving the fruit tree industry toward higher yield, superior quality, enhanced stress resilience, higher efficiency, and contributing to global food security and sustainable agricultural development. This article outlines the fundamental principles of CRISPR/Cas9 gene editing technology, its applications in plants (including fruit trees), and its pivotal role in genetic improvement and germplasm innovation. 展开更多
关键词 CRISPR/Cas9 Genome editing Fruit trees Genetic improvement Germplasm enhancement
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Bio-electrokinetic improvement of deltaic soil
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作者 Mohammad Nabizadeh Abbas Soroush +1 位作者 Seyed Mohammad Fattahi Abolfazl Eslami 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第5期3253-3264,共12页
In addressing problematic soils,geotechnical engineers employ two key strategies:compatibility and improvement.This study focuses on soft and CL deltaic sediments,and seeks to enhance cementation by investigating micr... In addressing problematic soils,geotechnical engineers employ two key strategies:compatibility and improvement.This study focuses on soft and CL deltaic sediments,and seeks to enhance cementation by investigating microbially-induced calcium carbonate precipitation(MICP).Sporosarcina pasteurii bacteria,together with a cementation solution(urea and calcium-containing salt),were electrokinetically injected into deltaic clay soil from the Telar River in Iran.The initial samples,with a dry unit weight(γ_(d))of 12.75 kN/m^(3),underwent injections in two modes:simultaneous injection of the bacterial and cementation solutions and individual injection in a sequential order.Unconfined compression strength tests and laboratory vane shear tests were conducted to assess changes in soil strength parameters,while a consolidation test was performed to investigate alterations in soil settlement parameters.A comparative analysis with an electroosmosis control sample revealed a remarkable increase in compressive strength and undrained shear strength for MICP bio-electrokinetic improvement.Moreover,the consolidation test demonstrated that the compression index(C_(c))and recompression index(C_(r))exhibited a more pronounced decline in the simultaneous injection than individual injection.This highlights the dual impact of the bio-electrokinetic method,namely the enhancement of shear strength and the mitigation of settlement in deltaic clay soil.The calcium carbonate content was measured for the samples,and the results indicated a higher degree of participation for the samples subjected to simultaneous injection.Microstructure analyses were conducted on samples,and calcite and vaterite were observed in biocemented samples. 展开更多
关键词 Deltaic clay Microbially-induced calcium carbonate precipitation(MICP) Bio-electrokinetic improvement Injection methods Consolidation test
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Water-induced changes in mechanical response and fragmentation behavior of rocks exposed to conical pick indentation:Implications for rock cuttability improvement
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作者 Xin Cai Jifeng Yuan +5 位作者 Zilong Zhou Shaofeng Wang Yunming Wang Jixiong Zhang Dan Ma Lu Chen 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第9期5465-5478,共14页
Water-weakening presents a promising strategy for the in-situ improvement of rock cuttability.This study unveils the influences of water saturation on the mechanical response and fragmentation characteristics of rock ... Water-weakening presents a promising strategy for the in-situ improvement of rock cuttability.This study unveils the influences of water saturation on the mechanical response and fragmentation characteristics of rock samples.A series of rock-cutting tests using conical pick indentation was conducted on three types of sandstone samples under both dry and water-saturated conditions.The relationships between cutting force and indentation depth,as well as typical cuttability indices are determined and compared for dry and water-saturated samples.The experimental results reveal that the presence of water facilitates shearing failure in rock samples,as well as alleviates the fluctuations in the cutting force-indentation depth curve Furthermore,the peak cutting force(F_(p)),cutting work(W_(p)),and specific energy(SE)undergo apparent decrease after water saturation,whereas the trend in the indentation depth at rock failure(D_(f))varies across different rock types.Additionally,the water-induced percentage reductions in F_(p)and SE correlate positively with the quartz and swelling clay content within the rocks,suggesting that the cuttability improvement due to water saturation is attributed to the combined effects of stress corrosion and frictional reduction.These findings carry significant implications for improving rock cuttability in mechanized excavation of hard rock formations. 展开更多
关键词 Rock-cutting Water-weakening effects Conical pick Peak cutting force Specific energy Rock cuttability improvement
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ONTDAS: An Optimized Noise-Based Traffic Data Augmentation System for Generalizability Improvement of Traffic Classifiers
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作者 Rongwei Yu Jie Yin +2 位作者 Jingyi Xiang Qiyun Shao Lina Wang 《Computers, Materials & Continua》 2025年第7期365-391,共27页
With the emergence of new attack techniques,traffic classifiers usually fail to maintain the expected performance in real-world network environments.In order to have sufficient generalizability to deal with unknown ma... With the emergence of new attack techniques,traffic classifiers usually fail to maintain the expected performance in real-world network environments.In order to have sufficient generalizability to deal with unknown malicious samples,they require a large number of new samples for retraining.Considering the cost of data collection and labeling,data augmentation is an ideal solution.We propose an optimized noise-based traffic data augmentation system,ONTDAS.The system uses a gradient-based searching algorithm and an improved Bayesian optimizer to obtain optimized noise.The noise is injected into the original samples for data augmentation.Then,an improved bagging algorithm is used to integrate all the base traffic classifiers trained on noised datasets.The experiments verify ONTDAS on 6 types of base classifiers and 4 publicly available datasets respectively.The results show that ONTDAS can effectively enhance the traffic classifiers’performance and significantly improve their generalizability on unknown malicious samples.The system can also alleviate dataset imbalance.Moreover,the performance of ONTDAS is significantly superior to the existing data augmentation methods mentioned. 展开更多
关键词 Unknown malicious traffic classification data augmentation optimized noise generalizability improvement ensemble learning
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Wake field prediction of a wind farm based on a physics-informed neural network with different spatiotemporal prediction performance improvement strategies
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作者 Junyong Song Lei Wang +1 位作者 Zhiqiang Xin Hao Wang 《Theoretical & Applied Mechanics Letters》 2025年第2期141-153,共13页
Dynamic wake field information is vital for the optimized design and control of wind farms.Combined with sparse measurement data from light detection and ranging(LiDAR),the physics-informed neural network(PINN)framewo... Dynamic wake field information is vital for the optimized design and control of wind farms.Combined with sparse measurement data from light detection and ranging(LiDAR),the physics-informed neural network(PINN)frameworks have recently been employed for forecasting freestream wind and wake fields.However,these PINN frameworks face challenges of low prediction accuracy and long training times.Therefore,this paper constructed a PINN framework for dynamic wake field prediction by integrating two accuracy improvement strategies and a step-by-step training time saving strategy.The results showed that the different performance improvement routes significantly improved the overall performance of the PINN.The accuracy and efficiency of the PINN with spatiotemporal improvement strategies were validated via LiDAR-measured data from a wind farm in Shandong province,China.This paper sheds light on load reduction,efficiency improvement,intelligent operation and maintenance of wind farms. 展开更多
关键词 Dynamic wake prediction LiDAR measurements Physics-informed neural network Accuracy improvement strategy Step-by-step time saving strategy
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