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Nondestructive detection of key phenotypes for the canopy of the watermelon plug seedlings based on deep learning
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作者 Lei Li Zhilong Bie +4 位作者 Yi Zhang Yuan Huang Chengli Peng Binbin Han Shengyong Xu 《Horticultural Plant Journal》 2026年第1期149-160,共12页
Nondestructive measurement technology of phenotype can provide substantial phenotypic data support for applications such as seedling breeding,management,and quality testing.The current method of measuring seedling phe... Nondestructive measurement technology of phenotype can provide substantial phenotypic data support for applications such as seedling breeding,management,and quality testing.The current method of measuring seedling phenotypes mainly relies on manual measurement which is inefficient,subjective and destroys samples.Therefore,the paper proposes a nondestructive measurement method for the canopy phenotype of the watermelon plug seedlings based on deep learning.The Azure Kinect was used to shoot canopy color images,depth images,and RGB-D images of the watermelon plug seedlings.The Mask-RCNN network was used to classify,segment,and count the canopy leaves of the watermelon plug seedlings.To reduce the error of leaf area measurement caused by mutual occlusion of leaves,the leaves were repaired by CycleGAN,and the depth images were restored by image processing.Then,the Delaunay triangulation was adopted to measure the leaf area in the leaf point cloud.The YOLOX target detection network was used to identify the growing point position of each seedling on the plug tray.Then the depth differences between the growing point and the upper surface of the plug tray were calculated to obtain plant height.The experiment results show that the nondestructive measurement algorithm proposed in this paper achieves good measurement performance for the watermelon plug seedlings from the 1 true-leaf to 3 true-leaf stages.The average relative error of measurement is 2.33%for the number of true leaves,4.59%for the number of cotyledons,8.37%for the leaf area,and 3.27%for the plant height.The experiment results demonstrate that the proposed algorithm in this paper provides an effective solution for the nondestructive measurement of the canopy phenotype of the plug seedlings. 展开更多
关键词 Watermelon seedlings Azure Kinect CANOPY Phenotype detection Deep learning
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Effects of increased seeding density on seedling characteristics,mechanical transplantation quality,and yields of rice with crop straw boards for seedling cultivation 被引量:2
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作者 Yufei Ling Mengzhu Liu +5 位作者 Yuan Feng Zhipeng Xing Hui Gao Haiyan Wei Qun Hu Hongcheng Zhang 《Journal of Integrative Agriculture》 2025年第1期101-113,共13页
The high labor demand during rice seedling cultivation and transplantation poses a significant challenge in advancing machine-transplanted rice cultivation.This problem may be solved by increasing the seeding rate dur... The high labor demand during rice seedling cultivation and transplantation poses a significant challenge in advancing machine-transplanted rice cultivation.This problem may be solved by increasing the seeding rate during seedling production while reducing the number of seedling trays.This study conducted field experiments from 2021 to 2022,using transplanting seedling ages of 10 and 15 days to explore the effects of 250,300,and 350 g/tray on the seedling quality,mechanical transplantation quality,yields,and economic benefits of rice.The commonly used combination of 150 g/tray with a 20-day seedling age in rice production was used as CK.The cultivation of seedlings under a high seeding rate and short seedling age significantly affected seedling characteristics,but there was no significant difference in seedling vitality compared to CK.The minimum number of rice trays used in the experiment was observed in the treatment of 350-10(300 g/tray and 10-day seedling age),only 152-155 trays ha^(-1),resulting in a 62%reduction in the number of trays needed.By increasing the seeding rate of rice,missed holes during mechanical transplantation decreased by 2.8 to 4%.The treatment of 300-15(300 g/tray and 15-day seedling age)achieved the highest yields and economic gains.These results indicated that using crop straw boards can reduce the application of seedling trays.On that basis,rice yields can be increased by raising the seeding rate and shortening the seedling age of rice without compromising seedling quality. 展开更多
关键词 machine-transplanted rice crop straw board seedling rate seedling quality mechanical transplanta quality yield
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Effects of Shading Degree on Storage Rate and Growth of Phoebe bournei Seedlings in Fields 被引量:6
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作者 吴际友 黄明军 +6 位作者 陈明皋 董春英 舒瑶 吴其军 程勇 刘球 王旭军 《Agricultural Science & Technology》 CAS 2014年第9期1567-1570,共4页
In the research, four shading treatments were set, including the treatments with shading degrees at 0, 40%, 60% and 70%, in order to explore storage rate and seedling growth of annual Phoebe bournei. The results showe... In the research, four shading treatments were set, including the treatments with shading degrees at 0, 40%, 60% and 70%, in order to explore storage rate and seedling growth of annual Phoebe bournei. The results showed that the storage rate is growing upon shading degree. In the research, for example, storage rate reached the peak with the shading degree at 70%, and only 42.2% with shading degree at 0. In addition, seedling height and ground diameter showed extremely significant differences among treatments, and the treatment with shading degree at 60% was the best. 展开更多
关键词 Phoebe bournei Shading degree seedling storage rate seedling height Ground diameter Sowing and seedling cultivation in fields
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Preliminary Study on Optimized Conditions for Dry-cultivated Rice Seedling Planting
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作者 Shurong XIN Xiuying YU +5 位作者 Zhengtao YANG Shichun JIAN Dongfeng ZHENG Wenfan BIAN Hongtao SHAN Chang ai ZHANG 《Agricultural Biotechnology》 CAS 2018年第5期23-25,28,共4页
The effects of soil moisture content, pot seedling buried depth, and pot seedling height on the survival rate and growth of dry planted seedlings were researched by field experiment. The results showed that the seedli... The effects of soil moisture content, pot seedling buried depth, and pot seedling height on the survival rate and growth of dry planted seedlings were researched by field experiment. The results showed that the seedling survival rate and growth were enhanced with the increase of soil moisture content after pot seedling transplanting, but there was no significant difference in the survival rate and growth of seedlings with 85% and 100% of soil moisture content. Pot seedling buried depth was one of the important factors affecting the survival rate, and when the pot seedlings were buried 2 cm deep, the seedlings showed high survival rate and excellent growth. Under the same condition of soil moisture content and buried depth, seedlings with pot seedling height of 15 cm had the best survival rate and growth. Therefore, the optimized conditions for dry-cultivated rice seedling planting were soil moisture content of 85%, pot seedling buried depth of 2 cm, and pot seedling height of 15 cm. 展开更多
关键词 Dry-cultivated rice seedling planting Soil moisture content Pot seedling buried depth Pot seedling height seedlings survival rate seedling growth
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Effects of Seedling Cultivation Methods on Seedling Cultivation of Major Vegetables
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作者 徐海 宋波 +2 位作者 陈龙正 卢之道 袁希汉 《Agricultural Science & Technology》 CAS 2015年第4期671-674,共4页
Objective] The alm was to expIore the effects of cuItivation methods on vegetabIe growth in seedIing stage. [Method] The test incIuded 4 treatments, as foI-Iows: treatment 1 (T1) where seedIings were cuItivated as ... Objective] The alm was to expIore the effects of cuItivation methods on vegetabIe growth in seedIing stage. [Method] The test incIuded 4 treatments, as foI-Iows: treatment 1 (T1) where seedIings were cuItivated as per water fiIm-based cuI-tivation and irrigation proceeded reguIarIy; treatment 2 (T2) where irrigation proceed-ed continuousIy as per water fiIm-based cuItivation; treatment 3 (T3) where seedIings were cuItivated as per fIoating nursing; controI treatment (CK) where seedIings were cuItivated as per seedIing-tray cuItivation in order to survey the number of germinated seedIings per tray. [Result] Both of water fiIm-based cuItiva-tion and fIoating nursing took advantages in germination speed and aduIt seedIing rate, compared with tray cuItivation method. [Conclusion] Water fiIm-based cuItivation and fIoating nursing make innovations in water management during seedIing cuItiva-tion, which improve germination speed, aduIt seedIing rate and seedIing quality, making contribution to Iarge-scale production of greenhouse vegetabIes through ap-pIications and practices. 展开更多
关键词 VEGETABLE seedling cuItivatlon The rate of seedling germinatlon Quality of seedlings
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Simulated climate warming strongly constrains the seedling establishment of alpine cushion Arenaria oreophila 被引量:1
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作者 Renyu Zhou Pengfei Yang +3 位作者 Xufang Chen Minshu Song Hang Sun Jianguo Chen 《Plant Diversity》 2025年第6期889-898,共10页
Population shrinkage of alpine cushion plants with ongoing climate warming has been empirically confirmed.Since cushion plants play important roles in sustaining alpine plant community and ecosystem functions,their po... Population shrinkage of alpine cushion plants with ongoing climate warming has been empirically confirmed.Since cushion plants play important roles in sustaining alpine plant community and ecosystem functions,their population dynamics may directly influence the future alpine ecosystems.However,little is known about how climate warming affect cushion population recruitment,especially at early life-history stages.In this study,we conducted a laboratory simulation of climate warming to detect the effects of warming temperature and associated moisture and light changes on seed germination and seedling growth of the typical alpine cushion plant Arenaria oreophila.Results suggested that increasing temperature indeed exerted strong constraints on the population recruitment processes.Specifically,increased temperatures could quickly initialize seed germination(4e6 days at higher temperatures vs.29 e32 days at low temperature,respectively,after sowing),accelerate them to reach the maximum germination percentage(9e19 days at higher temperatures vs.57e86 days at low temperature,respectively,after sowing)and significantly accelerate seedling growth rate.However,higher temperatures accelerated seedling mortality(more than 80%).In addition,lower light availability also increased seedling mortality though it could generally increase the final seed germination percentage.The effects of water might be dependent on temperature and light.All results suggested that cushion A.oreophila is quite sensitive to climate warming which strongly constrains its seedling establishment process.We,therefore,speculate that the continuing climate warming in future will exert uncertain risks in the persistence of cushion A.oreophila,possibly by constraining the process of seedling recruitments. 展开更多
关键词 Alpine ecosystem Climate change HimalayaeHengduan mountains Population dynamic Seed germination seedling mortality
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Effects of Seed Rate on Root Twining Power and Seedling Quality of Machine-transplanted Super Rice 被引量:4
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作者 滕飞 朱德峰 +2 位作者 陈惠哲 蔡雪青 徐一成 《Agricultural Science & Technology》 CAS 2015年第12期2644-2648,2652,共6页
In order to investigate the effects of seed rate on root twining power and seedling quality of machine-transplanted super rice cultivars, Yongyou 12 and Zhongzheyou No.l, total 6 seed rates were arranged, and the grow... In order to investigate the effects of seed rate on root twining power and seedling quality of machine-transplanted super rice cultivars, Yongyou 12 and Zhongzheyou No.l, total 6 seed rates were arranged, and the growth characteris- tics, quality and root twining power of machine-transplanted rice seedlings were studied. The results showed that seed rate had great effects on root twining power and qualityof rice seedlings; with the increase of seed rate, the root twining power of rice seedlings was increased, but the quality of rice seedlings was significantly reduced; under the condition of high seed rate, rice seedlings were weak with less accumulate dry matter and nonuniform growth, and the proportion of weak seedlings was higher. When the seed rate of both rice cultivars was reduced by 10 g/tray, the average seedling height was increased by 0.5 cm, leaf age was increased by 0.1, stem base diameter was increased by 0.1 cm, and root number per plant was increased by 0.3. When the seed rate was increased by 10 g/tray, the accumulated dry matter per plant was reduced by 5.1 mg. With the increase of seed rate, the seedling quality of Zhongzheyou No.1 was decreased rapidly, and the proportion of weak seedlings was increased rapidly. However, Yongyou 12 has a larger elasticity in seed rate. When the seed rate reached to 50 g/tray, blanket seedlings of Yongy- ou 12 were nursed with uniform growth and higher quality, but the shoots were sparse with lower leaf area index. However, when the seed rate was up to 50 g/tray, blanket seedlings of Zhongzheyou No.1 were nursed with uniform growth and higher quality, as well as higher-density shoots. From a comprehensive point of view, the optimum seed rates of Yongyou 12 and Zhongzheyou No.1 were 65 and 50 g/tray, respectively. 展开更多
关键词 RICE Super rice Mechanical transplanting Seed rate Blanket seedling seedling quality
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Planting advanced‑generation seedlings improves growth and survival by mitigating competitive vegetation pressure
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作者 Michinari Matsushita Akira Tamura +1 位作者 Yuya Takashima Katsutaka Kato 《Journal of Forestry Research》 2025年第6期83-93,共11页
Planting genetically improved,fast-growing tree seedlings is gaining importance as a strategy to enhance forest productivity and reduce labor requirements during plantation establishment.In this study,we evaluated the... Planting genetically improved,fast-growing tree seedlings is gaining importance as a strategy to enhance forest productivity and reduce labor requirements during plantation establishment.In this study,we evaluated the early growth and survival of advanced-generation Cryptomeria japonica seedlings compared to conventional stock,under varying planting densities and cultivation methods.A field experiment was conducted over 5 years using containergrown and bare-root seedlings derived from first-and second-generation plus trees,alongside traditional seedlings.The results showed that advanced-generation seedlings exhibited higher growth in tree height,stem diameter,and crown development than traditional seedlings,particularly when planted as container stock.These seedlings also had higher survival rates,likely due to their rapid initial height growth,which reduced the risks of accidental damage during weeding operations.Wider planting intervals increased the risk of man-made injury and seedling mortality,while faster-growing seedlings were more likely to escape from competing vegetation.Our findings highlight the potential of improved seedling stock to enhance early plantation success and reduce management inputs in the critical establishment phase of forestry. 展开更多
关键词 Tree breeding Planting density seedling survival COMPETITION WEEDING
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Light intensity modulates plant nitrogen uptake preference:Evidence from Ligustrum compactum seedlings in simulated canopy gaps of coastal shelterbelt forests
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作者 Hongtao Xie Wei Wang +3 位作者 Binghui Bao Xiaoyu Wang Sheng‑I Yang Deliang Lu 《Journal of Forestry Research》 2025年第6期15-29,共15页
Nitrogen(N)deficiency is a critical factor limiting natural regeneration in coastal shelterbelt forests,but the influence of different N forms on seedling establishment under varying light conditions remains poorly un... Nitrogen(N)deficiency is a critical factor limiting natural regeneration in coastal shelterbelt forests,but the influence of different N forms on seedling establishment under varying light conditions remains poorly understood.This study investigated the effects of N forms and N concentrations on Ligustrum compactum seedlings under simulated canopy gap conditions using a three-factor design:N form(NO_(3)^(-)-N,NH_(4)^(+)-N,mixed N),N concentration(30 and 60 kg ha^(-1)a^(-1)),and light intensity(30%,60%,and 90%full sunlight).Results showed that N addition significantly promoted seedling growth,net photosynthesis rate,and water use efficiency;however,the effects varied among N forms and concentrations.Overall,NO_(3)^(-)-N or mixed N were more favored by L.compactum seedlings;however,the N preference was altered by light intensity and N concentration.For instance,L.compactum showed greater NO_(3)^(-)-N or mixed N preference under low and medium light intensities,while displaying more NH_(4)^(+)-N preference under high light intensity.N concentration also affected the growth and N preference of L.compactum seedlings,but the variance explained by N concentration was lower than that of light intensity.Leaf C,N,P stoichiometry exhibited stronger correlations with seedling's morphological trait plasticity than those of leaf gas exchange,and further analysis demonstrated that leaf C:P and N:P were the top two critical factors affecting seedling growth,indicating that the coordination and balance among C,N,P elements were more important in explaining the seedling growth under N addition.Therefore,our results clarified that the N preference of L.compactum seedlings could be altered by light intensity and revealed that leaf C,N,P ratios were stronger predictors than leaf gas exchange parameters for explaining the N effects on seedling performance.These findings demonstrated the mechanisms of light-N interactions affecting seedling performance,providing practical guidance for optimizing N fertilization and improving natural regeneration in canopy gaps of degraded coastal shelterbelt forests. 展开更多
关键词 Nitrogen form Light intensity seedling performance Leaf C N P Leaf gas exchange Coastal forest
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Transcriptomic Regulation Analysis Reveals Salt-Induced Response at Early Seedling Stages among Three Rice Genotypes
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作者 Sirinthorn KONGPRAPHRUT LÜ Yang +4 位作者 WANG Yueying Mohamed HAZMAN TONG Hanhua QIAN Qian GUO Longbiao 《Rice science》 2025年第5期607-611,I0032-I0065,共39页
Salt stress is a critical factor affecting the growth and yield of rice.Egypt,the largest rice producer in North Africa and the Middle East,is facing contrasting challenges related to salinity in its agroecosystems.In... Salt stress is a critical factor affecting the growth and yield of rice.Egypt,the largest rice producer in North Africa and the Middle East,is facing contrasting challenges related to salinity in its agroecosystems.In this study,we compared the salt-induced responses among three rice varieties:Giza 176(Egyptian variety),Kaituodao(Chinese variety),and Pokkali(Sri Lanka variety,used as control)under normal and saline stress(100 mmol/L NaCl)conditions at two seedling stages through RNA-seq expression analysis.Giza 176 displayed a salt tolerance score of 7 on the SES(Standard Evaluation Score).Its transcriptome showed dynamic changes,with the number of upregulated genes increasing from 180 to 735,and downregulated genes increasing from 918 to 2930 from the one-week to two-week stress stages,with activated pathways in ion transport,reactive oxygen species(ROS)scavenging,and protein biosynthesis. 展开更多
关键词 protein biosynthesis ion transport reactive oxygen species salt stress seedling stages transcriptomic regulation rice genotypes RNA seq
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Insect seedling herbivory is influenced by multiple factors,but the plant apparency theory is more supported than other hypotheses——A case study in a subtropical forest
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作者 Baozhu Yuan Bo Wang 《Forest Ecosystems》 2025年第1期1-10,共10页
Insect herbivory is ubiquitous in various ecosystems,and directly influences the growth and survival of individual plants,especially during their vulnerable early life stages like the seedling phase.This,in turn,exert... Insect herbivory is ubiquitous in various ecosystems,and directly influences the growth and survival of individual plants,especially during their vulnerable early life stages like the seedling phase.This,in turn,exerts a significant influence on forest community diversity and structure,as well as ecosystem function and stability.Notable variation in herbivory has been detected both among and within plant species.For decades,many hypotheses have been proposed to explain such variations,including both biotic and abiotic variables.However,most studies have considered only one or several of these hypotheses by focusing on a few potential variables,and their results were usually inconsistent;thus,the factors driving herbivory remain unclear.In this study,we examined leaf herbivory by insects of woody species seedlings in a subtropical forest in southwestern China over two seasons.In total,24 potential variables that represented abiotic resource availability,characters of individual seedlings,conspecific and heterospecific species,and the whole seedling community were selected to test several commonly discussed alternative herbivory hypotheses.Overall,our findings showed that the plant apparency hypothesis was more supported than the other hypotheses in explaining insect seedling herbivory.Our results further indicated that the mechanisms and causes of insect herbivory are complex,multifactorial,species-specific and vary with seasons,indicating that there may be no uniform rules in explaining herbivory for all seedlings.Consequently,such complexity may play an important role in promoting species coexistence and biodiversity maintenance in seedling communities,which may further translate into the following generation of saplings or even adult communities.Changes in the community of insect herbivores and/or variables influencing insect herbivory,may disrupt stability of the original seedling community,thus affecting the regeneration and development of the entire forest community.Therefore,we suggest that issues related to insect herbivory should be considered when developing forest management and conservation. 展开更多
关键词 Canopy openness Leaf size Plant animal interaction Plant apparency theory seedling height Species richness
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Multi-activity ferruginated carbon quantum dots nanozyme improves wheat seedling growth and Cd tolerance
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作者 Zhiwei Lu Yu Li +9 位作者 Keyu Chen Songyue Chai Gehong Su Chun Wu Mengmeng Sun Yanying Wang Shiling Feng Ming Hao Hanbing Rao Dengcai Liu 《The Crop Journal》 2025年第2期510-523,共14页
Excessive accumulation of cadmium (Cd) impairs crop growth by inducing oxidative damage through the generation of reactive oxygen species (ROS). In this study, a biocompatible ferruginated carbon quantum dots (Fe-CQDs... Excessive accumulation of cadmium (Cd) impairs crop growth by inducing oxidative damage through the generation of reactive oxygen species (ROS). In this study, a biocompatible ferruginated carbon quantum dots (Fe-CQDs) nanozyme is developed to target ROS, thereby reducing oxidative damage and improving the absorption and transfer of Cd ions in wheat. Notably, Fe-CQDs exhibit multi-enzyme activities mimicking peroxidase (POD), catalase (CAT), and superoxide dismutase (SOD), enabling effective neutralization of active species such as hydroxyl radicals (•OH), hydrogen peroxide (H_(2)O_(2)), and superoxide anions (O_(2)•^(-)). Importantly, root application of 10 mg L^(-1) Fe-CQDs alleviates Cd stress and promotes wheat growth in both hydroponic and soil cultures. Specifically, the levels of O_(2)•^(-), H_(2)O_(2), and malondialdehyde (MDA) in leaf tissues decrease, whereas the non-enzyme antioxidant, reduced glutathione (GSH), increases. Cell wall thickness in the Fe-CQDs-treated group is reduced by 42.4% compared with the Cd group. Moreover, Fe-CQDs enhance the expression of genes related to antioxidants, stress resistance, Cd detoxification, and nutrient transport. Transcriptomic and metabolomic analyses show that Fe-CQDs stimulate the production of flavonoids and regulate the activity of metal transporter genes (YSL, ABC, ZIP) to maintain ROS homeostasis. These findings highlight the potential of Fe-CQDs nanozyme platforms in mitigating oxidative damage and enhancing crop growth, offering new insights into the application of nanobiotechnology in agriculture. 展开更多
关键词 Fe-CQDs nanozyme Oxidative damage Wheat seedling Heavy metal stress NANOBIOTECHNOLOGY
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Preliminary Screening of Agents for the Management of Root Rot in Tobacco Floating Seedlings
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作者 Yuzhen CHEN Gui GAO +2 位作者 Wu YANG Jun ZHOU Yingjie JIANG 《Plant Diseases and Pests》 2025年第2期8-12,共5页
[Objectives]To screen effective agents for the management of root rot in tobacco floating seedlings.[Methods]A total of eight treatments were implemented in a large-scale field trial,which included three replications.... [Objectives]To screen effective agents for the management of root rot in tobacco floating seedlings.[Methods]A total of eight treatments were implemented in a large-scale field trial,which included three replications.Each treatment was administered at the recommended dosages.[Results]The application of Metalaxyl-M·Fludioxonil+amino acids demonstrated a control efficacy of 93.65%against root rot in tobacco floating seedlings.In comparison,the application of Metalaxyl-M·Fludioxonil alone exhibited a control efficacy of 88.42%.The most effective treatment for promoting root growth in tobacco seedlings was Metalaxyl-M·Fludioxonil+amino acids,which resulted in a 54.65%increase in root growth compared to the blank control.This was followed by the application of Metalaxyl-M·Fludioxonil alone,which yielded a 39.53%increase in root growth relative to the blank control.[Conclusions]The application of Metalaxyl-M·Fludioxonil+amino acids is recommended for use in the seedling pools of tobacco seedling cultivation.Specifically,it is advised to incorporate 1 mL of Metalaxyl-M·Fludioxonil and 2 mL of amino acids into each seedling tray prior to their introduction into the seedling pool.This treatment has demonstrated significant efficacy in preventing and controlling root rot in tobacco floating seedlings,while also promoting the health of the root system and ensuring the quality of transplanted tobacco seedlings. 展开更多
关键词 TOBACCO seedlingS SEEDBED DISINFECTION FUNGICIDE
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Effect of the phytohormone salicylic acid on the salinity thresholds to seed germination and seedling growth in the oilseed Camelina sativa
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作者 Esmaeil Bakhshandeh Fatemeh Hosseini Sanehkoori +2 位作者 Najmeh Mirzaaghpour Charlotte E.Seal Mozhgan Alinia 《Oil Crop Science》 2025年第1期1-8,共8页
The oilseed crop Camelina sativa exhibits salinity tolerance,but the effects on early growth stages across a range of different salts and in combination with salicylic acid(SA)have not been thoroughly evaluated.In thi... The oilseed crop Camelina sativa exhibits salinity tolerance,but the effects on early growth stages across a range of different salts and in combination with salicylic acid(SA)have not been thoroughly evaluated.In this study,seeds were germinated in varying concentrations of six salts(NaCl,CaCl_(2),ZnCl_(2),KCl,MgSO_(4),and Na2SO_(4))with or without 0.5 mM SA.Using the halotime model,we estimated salt thresholds for germination and parameters of seedling growth.Germination and seedling growth parameters of camelina significantly decreased with increasing salt concentration across all salt types.Salts containing Zn and SO_(4) were most detrimental to germination and seedling growth.Except for KCl,0.5 mM SA generally reduced the salinity tolerance threshold(Saltb(50))of camelina.Specifically,Saltb(50)was 21.5%higher for KCl and 16.1%,25.0%,54.9%,21.0%,and 5.6%lower for CaCl_(2),NaCl,MgSO_(4),Na2SO_(4),and ZnCl_(2),respectively,when 0.5 mM SA was compared to 0 mM SA.Furthermore,camelina seedling growth was consistently more sensitive than germination across all salt types.SA did not significantly enhance germination or seedling growth and was harmful when combined with certain salts or at the germination stage.It can be concluded that both the type of salt and the concentration of SA are as critical as the salt concentration in saline irrigation water. 展开更多
关键词 Germination percentage Germination rate seedling growth Salt tolerance threshold value
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Design a Computer Vision Approach to Localize,Detect and Count Rice Seedlings Captured by a UAV-Mounted Camera
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作者 Trong Hieu Luu Phan Nguyen Ky Phuc +2 位作者 Quang Hieu Ngo Thanh Tam Nguyen Huu Cuong Nguyen 《Computers, Materials & Continua》 2025年第6期5643-5656,共14页
This study presents a drone-based aerial imaging method for automated rice seedling detection and counting in paddy fields.Utilizing a drone equipped with a high-resolution camera,images are captured 14 days postsowin... This study presents a drone-based aerial imaging method for automated rice seedling detection and counting in paddy fields.Utilizing a drone equipped with a high-resolution camera,images are captured 14 days postsowing at a consistent altitude of six meters,employing autonomous flight for uniform data acquisition.The approach effectively addresses the distinct growth patterns of both single and clustered rice seedlings at this early stage.The methodology follows a two-step process:first,the GoogleNet deep learning network identifies the location and center points of rice plants.Then,the U-Net deep learning network performs classification and counting of individual plants and clusters.This combination of deep learning models achieved a 90%accuracy rate in classifying and counting both single and clustered seedlings.To validate the method’s effectiveness,results were compared against traditional manual counting conducted by agricultural experts.The comparison revealed minimal discrepancies,with a variance of only 2–4 clumps per square meter,confirming the reliability of the proposed method.This automated approach offers significant benefits by providing an efficient,accurate,and scalable solution for monitoring seedling growth.It enables farmers to optimize fertilizer and pesticide application,improve resource allocation,and enhance overall crop management,ultimately contributing to increased agricultural productivity. 展开更多
关键词 Camera mounted on UAV rice seedling density localization detection and counting deep learning
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Production of Authentic Hybrid Seedlings by Conferring Parents with Resistance to Different Herbicides
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作者 WU Jingjing XIA Shijian +4 位作者 CAI Yue ZHANG Qijun ZONG Shouyu ZHU Qianhao YANG Jie 《Rice science》 2025年第5期612-616,I0066-I0069,共9页
The photoperiod/thermo-sensitive genic male sterility(P/TGMS)system is crucial for hybrid rice production,but challenges persist in seed purity(due to fertility conversion and mixed male seeds)and mechanization.Here,w... The photoperiod/thermo-sensitive genic male sterility(P/TGMS)system is crucial for hybrid rice production,but challenges persist in seed purity(due to fertility conversion and mixed male seeds)and mechanization.Here,we developed a novel hybrid seed production scheme using herbicide-resistance alleles(OsALS and CYP81A6).P/TGMS lines were bred for imazamox sensitivity and bentazon resistance,while male parents were engineered for the opposite traits.This system enables mechanical harvesting and ensures hybrid purity by eliminating self-pollinated contaminants through herbicide application.We identified suitable sterile lines and developed complementary male parents via breeding and CRISPR/Cas9 editing,validated through herbicide assays.This strategy enhances hybrid seed purity and mechanization efficiency in two-line hybrid rice production. 展开更多
关键词 mechanical harvesting hybrid p hybrid seedlings photoperiod thermo sensitive genic male sterility imazamox sensitivity fertility conversion herbicide resistance hybrid seed production
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Effects of Different Upland Seedling Nurturing Modes on Shed Temperature and Rice Seedling Quality
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作者 韩康顺 贾玉敏 +3 位作者 时羽 孟令君 李彦利 邵玺文 《Agricultural Science & Technology》 CAS 2016年第1期63-68,共6页
In order to compare the advantages and disadvantages of large-shed,middle-shed and small-shed upland seedling nurturing modes in japonica rice planting regions of North China, in this study, Tongyin 58, Tonghe 836 and... In order to compare the advantages and disadvantages of large-shed,middle-shed and small-shed upland seedling nurturing modes in japonica rice planting regions of North China, in this study, Tongyin 58, Tonghe 836 and Tonghe 835 were used as experimental materials and cultivated with large-shed, middle-shed and small-shed upland seedling nurturing modes to investigate active and effective accumulated temperature and rice seedling quality. According to the results, active and effective accumulated temperature in three different upland seedling nurturing treatments during seedling nurturing period were generally in a descending order of large shed 〉 middle shed 〉 small shed. The occurrence frequency of temperature exceeding the biological upper limit for rice growth in different upland seedling nurturing treatments demonstrated a descending order of large shed 〉 small shed 〉middle shed; the occurrence frequency of temperature below the biological lower limit demonstrated a descending order of small shed 〉 middle shed 〉 large shed.Plant height, root number, aboveground dry weight, underground dry weight and emergence rate varied significantly among different upland seedling nurturing modes,which showed a descending order of large shed 〉 middle shed 〉 small shed; leaf age and stem number in large shed was significantly higher than that in middle and small sheds, but there was no significant difference in leaf age and stem number between middle and small sheds; underground dry weight varied slightly between large and middle shed, but underground dry weight in large and middle shed was remarkably higher than that in small shed. In production, large-shed upland seedling nurturing is most appropriate technique, followed by middle-shed upland seedling nurturing. In large-shed upland seedling nurturing, ventilation and seedling hardening should be strengthened. Small-shed upland seedling nurturing technique is not recommended to be used in regions with low accumulated temperature at night. In small-shed upland seedling nurturing, the minimum temperature at night should be concerned, and heat preservation measures should be taken immediately when there is a sudden drop in temperature. 展开更多
关键词 Upland seedling nurturing modes Shed temperature seedling quality
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Effects of Bast Fiber Seedling Film on Quality and Root Respiration Enzyme Activities of Seedlings of Different Rice Varieties
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作者 刘潜 王朝云 +3 位作者 易永健 周晚来 汪洪鹰 谭志坚 《Agricultural Science & Technology》 CAS 2016年第11期2457-2461,2468,共6页
This study was conducted to investigate the effects of bast fiber seedling film on rice seedling growth. In this study, indica cultivar 'Xiangwanxian 13' and indica hybrid cuitivar 'Y Liangyou 1' were used to inve... This study was conducted to investigate the effects of bast fiber seedling film on rice seedling growth. In this study, indica cultivar 'Xiangwanxian 13' and indica hybrid cuitivar 'Y Liangyou 1' were used to investigate the changes of aboveground part growth and root respiration enzyme activities of rice seedlings af- ter the application of bast fiber seedling film. The results showed that, compared with the CK, the accumulation of shoot biomass, chlorophyll content, root bleeding intensity, soluble sugar content, and nitrate nitrogen content were significantly im- proved with the application of bast fiber seedling film. In addition, the activities of malate dehydrogenas (MDH) and alcohol dehydrogenas (ADH) were higher in rice seedling roots raised with bast fiber seedling film, while there was no significant change in lactate dehydrogenase (LDH) after the application of bast fiber seedling film. However, there were no significant differences in these indexes between the two cultivars. All the results indicated that the growth and development of rice seedlings could be improved with the application of bast fiber seedling film. 展开更多
关键词 Bast fiber seedling film Rice seedling Growth and development
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Effects of Biochar with Organic Materials on Substratum for Raising Rice Seedlings
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作者 王晓燕 方玉凤 +2 位作者 庞荔丹 孟婷婷 戴建军 《Agricultural Science & Technology》 CAS 2016年第5期1155-1160,共6页
[Objective] With a rice variety "Long Rice 11" as a test cultivar,an experiment of raising rice seedlings with the new substrata prepared from biochar,and maize stalks,rice husks,organic fertilizer,turf,zeolite,fine... [Objective] With a rice variety "Long Rice 11" as a test cultivar,an experiment of raising rice seedlings with the new substrata prepared from biochar,and maize stalks,rice husks,organic fertilizer,turf,zeolite,fine river sand and arable layer soil by mixing according to certain volume proportions was caried out,in order to investigate the physical and chemical properties of different organic-material seedling-raising substrata and the effects of these substrata on seedling growth.[Method] The experiment raised seedlings in greenhouses and adopted randomized block arrangement.[Result] The substratum of biochar mixed with maize stalks and rice husks could increase the maximum water-holding capacity of the substratum,reduce the volume weight of the substratum and improve the buffering effect of the substratum.It also had great effects on the contents of alkali-hydrolyzale nitrogen and rapidly available potassium in the substratum,and could improve the root number and substantial degree of rice seedlings.[Conclusion] Biochar with maize stalks and rice husks(the treament HC) is the optimal substratum in this study. 展开更多
关键词 BIOCHAR Rice seedling substrate Physical and chemical properties seedlings growth
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Study on Seedling Techniques of Artocarpus nanchuanensis
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作者 谭小梅 周益权 +3 位作者 邓安桂 刘燕庭 彭勇 周小舟 《Agricultural Science & Technology》 CAS 2015年第12期2754-2757,2848,共5页
[Objective] This study aimed to solve the problems of low seed germina- tion rate and difficult bareroot seedling transplanting in artificial cultivation of Arto- carpus nanchuanensis, a native species in China. [Meth... [Objective] This study aimed to solve the problems of low seed germina- tion rate and difficult bareroot seedling transplanting in artificial cultivation of Arto- carpus nanchuanensis, a native species in China. [Method] Under different seed treatment and seedling style, the seed germination rate and seedling emergence rate of A. nanchuanensis were investigated. [Result] tn both sand bed and direct sowing yellow soil, the seed germination rate, seedling survival rate and seedling emergence rate in the treatment II were all higher than those in the treatments I and III. The average seed germination rate, seedling survival rate and seedling emergence rate in sand beds were 1.5%, 16.27% and 13.95%, respectively higher than those in direct sowing yellow soil. The average seedling emergence rate in sand beds was 2.46% higher than that in containers. Among the 8 kinds of light matrix formulas, the growth of seedlings in the formula VIII was best. In the three treatment groups, the seedling emergence rates, seedling heights and ground diame- ters in the formula VIII were all significantly different from those in the other formu- las. The seedling growth in the formula I and III ranked second, while the seedling emergence rate, seedling height and ground diameter in the formula VII were the poorest. [Conclusion] If conditions allow, the formulas I (meadow soil:vermiculite:yel- low soi1=5:3:2), III (meadow soil:perlite:yellow soi1=5:3:2) and VIII (peat:forest top soi1=6:4) should be promoted in seedling with light matrixes. 展开更多
关键词 Artocarpus nanchuanensis Seed treatment Seedbed seedling Container seedling Direct sowing yellow soil
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