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Robust Real-Time Analysis of Cow Behaviors Using Accelerometer Sensors and Decision Trees with Short Data Windows and Misalignment Compensation
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作者 Duc-Nghia Tran Viet-Manh Do +1 位作者 Manh-Tuyen Vi Duc-Tan Tran 《Computers, Materials & Continua》 2025年第5期2525-2553,共29页
This study focuses on the design and validation of a behavior classification system for cattle using behavioral data collected through accelerometer sensors.Data collection and behavioral analysis are achieved using m... This study focuses on the design and validation of a behavior classification system for cattle using behavioral data collected through accelerometer sensors.Data collection and behavioral analysis are achieved using machine learning(ML)algorithms through accelerometer sensors.However,behavioral analysis poses challenges due to the complexity of cow activities.The task becomes more challenging in a real-time behavioral analysis system with the requirement for shorter data windows and energy constraints.Shorter windows may lack sufficient information,reducing algorithm performance.Additionally,the sensor’s position on the cowsmay shift during practical use,altering the collected accelerometer data.This study addresses these challenges by employing a 3-s data window to analyze cow behaviors,specifically Feeding,Lying,Standing,and Walking.Data synchronization between accelerometer sensors placed on the neck and leg compensates for the lack of information in short data windows.Features such as the Vector of Dynamic Body Acceleration(VeDBA),Mean,Variance,and Kurtosis are utilized alongside the Decision Tree(DT)algorithm to address energy efficiency and ensure computational effectiveness.This study also evaluates the impact of sensor misalignment on behavior classification.Simulated datasets with varying levels of sensor misalignment were created,and the system’s classification accuracy exceeded 0.95 for the four behaviors across all datasets(including original and simulated misalignment datasets).Sensitivity(Sen)and PPV for all datasets were above 0.9.The study provides farmers and the dairy industry with a practical,energy-efficient system for continuously monitoring cattle behavior to enhance herd productivity while reducing labor costs. 展开更多
关键词 Monitoring behavior classification ACCELEROMETER sensor MISALIGNMENT leg-mounted neck-mounted cow
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Characterization of the colostrum proteome of primiparous Holstein cows and its association with colostrum immunoglobulin G concentrations
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作者 Ezequias Castillo-Lopez Patrick Biber +6 位作者 Arife Sener-Aydemir Karin Hummel Ebrahim Razzazi-Fazeli Nicole Reisinger Qendrim Zebeli Susanne Kreuzer-Redmer Thomas Hartinger 《Journal of Animal Science and Biotechnology》 2025年第2期931-947,共17页
Background The objective was to characterize the colostrum proteome of primiparous Holstein cows in association with immunoglobulin G(IgG)content.Immediately after calving,colostrum samples were collected from 18 cows... Background The objective was to characterize the colostrum proteome of primiparous Holstein cows in association with immunoglobulin G(IgG)content.Immediately after calving,colostrum samples were collected from 18 cows to measure IgG concentration.Based on colostrum IgG content,samples were classified through cluster analysis and were identified as poor,average,and excellent quality.The proteome was assessed with quantitative shotgun proteomics;abundance data were compared among the colostrum types;enrichment analysis of metabolic processes and proteins classes was performed as well.We also tested correlations between this proteome and blood globulin level of cows and passive immunity level of calves.Results On average,428 proteins were identified per sample,which belonged mainly to cellular process,biological regulation,response to stimulus,metabolic process,and immune system process.Most abundant proteins were complement C3(Q2UVX4),alpha-S1-casein(P02662),Ig-like domain-containing protein(A0A3Q1M032),albumin(A0A140T897),polymeric immunoglobulin receptor(P81265),lactotransferrrin(P24627),and IGHG1*01(X167014).Colostrum of excellent quality had greater(P<0.05)abundance of serpin A3-7(A2I7N3),complement factorl(A0A3Q1 MIF4),lipocalin/cytosolic fatty-acid binding domain-containing protein(A0A3Q1 MRQ2),complement C3(E1B805),complement component 4 binding protein alpha(A0AAF6ZHP5),and complement component C6(F1MM86).However,colostrum of excellent quality had lower(P<0.05)abundance of HGF activator(E1BCW0),alpha-S1-casein(P02662),and xanthine dehydrogenase/oxidase(P80457).This resulted in enrichment of the biological processes predominantly for complement activation alternative pathway,complement activation,complement activation classical pathway,humoral immune response,leukocyte mediated immunity,and negative regulation of endopeptidase activity in excellent-quality colostrum.Additionally,some colostrum proteins were found to be correlated with the blood globulin level of cows and with the passive immunity level of calves(P<0.05;r≥0.57).Conclusions This study provides new insights into the bovine colostrum proteome,demonstrating associations between IgG levels and the abundance of other proteins,as well as the enrichment of metabolic processes related to innate immune response.Thus,results suggest that the colostrum proteomic profile is associated with the content of IgG.Future research should deeply explore the association of these findings with pre-calving nutrition status and blood composition of the cow,and with passive immunity transfer to the calf. 展开更多
关键词 Bovine colostrum cow IMMUNOGLOBULINS Passive immunity PROTEOMICS
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Effects of supplementing bile acids on the production performance,fatty acid and bile acid composition,and gut microbiota in transition dairy cows
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作者 Lei Li Jiaxiao Li +7 位作者 Zhihui Liu Zihan Jin Mengyang Wang Ying Wu Zhihong Zhang Xinfeng Hou Junhu Yao Jun Zhang 《Journal of Animal Science and Biotechnology》 2025年第5期2152-2169,共18页
Background During the transition period,cows are prone to negative energy balance,which can lead to a decline in production performance and health in severe cases.In recent years,it has been discovered that bile acids... Background During the transition period,cows are prone to negative energy balance,which can lead to a decline in production performance and health in severe cases.In recent years,it has been discovered that bile acids(BAs)can act not only as fat emulsifiers but also as signaling molecules to regulate body metabolism.Although BAs have been used to some extent in monogastric and aquatic animals,their role in ruminants,particularly in transition cows,remains unclear.Therefore,this study aimed to determine the effects of BAs on the production performance,milk and plasma fatty acid and BA composition,and fecal microbiota in transition dairy cows.Results Forty-six healthy transition Holstein dairy cows with similar conditions were randomly divided into two groups and supplemented with 0 or 20 g/d of BAs from 21 d before the expected calving to 21 d after calving.The production performance was tracked until 60 d after calving.The results indicated that BA supplementation significantly improved postpartum milk fat content and yields as well as the yields of unsaturated fatty acids,monounsaturated fatty acids,and polyunsaturated fatty acids in milk.There was a significant increase in the concentration of triglyceride and the proportion of C≤16 fatty acids in the plasma of cows supplemented with BAs,while the concentration of β-hydroxybutyrate and the proportion of C>16 fatty acids in the plasma decreased significantly.BA supplementation significantly altered the composition of the fecal bacterial community and increased the relative abundance of bacteria beneficial for BA metabolism and transformation(Romboutsia,Clostridium sensu_stricto_6,and Clostridium sensu_stricto_1).Functional prediction analysis showed that the relative abundance of bile salt hydrolase,7 α-hydroxysteroid dehydrogenase,and BA inducible E as well as the pathways related to BA metabolism also significantly increased in cows supplemented BAs.In addition,BA supplementation significantly altered the composition of plasma and fecal BAs,particularly increasing circulating secondary BA concentration,which might induce the complete oxidation of fatty acids in the liver and further reduce the concentration of β-hydroxybutyrate.Conclusions These findings highlight the potential benefits of BA supplementation in improving milk yields and quality,as well as influencing metabolic pathways in transition dairy cows.Meanwhile,further studies are needed to elucidate the underlying mechanisms and explore the broader implications of these results by using more tissue samples. 展开更多
关键词 Bile acids Fatty acids Gut microbiota Production performance Transition dairy cow
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Reducing crude protein content in the diet of lactating dairy cows improved nitrogen‑use‑efficiency and reduced N excretion in urine,whilst having no obvious effects on the rumen microbiome
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作者 Agalu W.Zeleke Nicholas J.Dimonaco +4 位作者 Katie Lawther Anna Lavery Conrad Ferris Jon Moorby Sharon A.Huws 《Journal of Animal Science and Biotechnology》 2025年第5期2458-2486,共29页
Background Nitrogen-Use-Efficiency(NUE)in lactating dairy cows,defined as milk nitrogen(N)output as a proportion of N consumed,is low,with the majority of excess N excreted in manure.Excreted N can be lost to the envi... Background Nitrogen-Use-Efficiency(NUE)in lactating dairy cows,defined as milk nitrogen(N)output as a proportion of N consumed,is low,with the majority of excess N excreted in manure.Excreted N can be lost to the environment as ammonia gas leading to environmental acidification and nutrient enrichment of sensitive habitats,and to watercourses contributing to aquatic eutrophication.While there is much evidence that NUE can be improved by reducing the crude protein(CP)content of dairy cow diets,the long-term impacts of feeding lower protein diets on cow performance and the rumen microbiome are less well understood.This study examined the effects of reducing the CP contents of dairy cow diets on cow performance,NUE,the relationship between NUE and residual feed intake(RFI),and the rumen microbiome.Results Dietary CP content did not affect feed intake,milk yield or milk composition(P>0.05),except for milk urea N(MUN),which increased with increasing diet CP content(P<0.05).The mean NUE was 34%,34%and 31%for the LCP(low-protein,15%),MCP(medium-protein,16%),and HCP(high-protein,17%)diets,respectively.RFI was negatively correlated with NUE(r=−0.57,P<0.001).The rumen ammonia-N concentrations increased with increasing dietary CP;however,the ruminal pH and volatile fatty acid(VFA)content of the rumen fluid remained constant.Predicted urinary N excretion was greater in the HCP and MCP diets than in the LCP diet.Reducing dietary CP content in dairy cow diets did not affect microbial composition,diversity and functional profiles.The family Bacteroidaceae was more abundant in HE(high-efficiency)cows,whereas the Methanobacteriaceae and the genus Methanobrevibacter were more abundant in LE(low-efficiency)cows.Additionally,propanoate metabolism,cysteine and methionine metabolism and amino acid biosynthesis pathways were more abundant in HE cows,whilst the methane(CH4)metabolism pathway was upregulated in LE cows.Conclusions The results demonstrate that diet CP can be reduced with no loss in cow performance,but with an associated reduction in N excretion.The abundance of microbial populations differed between low and high efficiency cows,which may contribute to the differences in efficiency observed. 展开更多
关键词 Dairy cows Dietary crude protein Nitrogen excretion Nitrogen-use-efficiency Rumen microbiome
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Cow milk protein allergy mimics in infancy
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作者 Mohammed Al-Beltagi Nermin Kamal Saeed +2 位作者 Adel Salah Bediwy Hosameldin A Bediwy Reem Elbeltagi 《World Journal of Clinical Pediatrics》 2025年第3期17-39,共23页
Cow milk protein allergy(CMPA)is a prevalent food allergy in infancy.It often presents with symptoms that overlap with other conditions,such as gastroeso-phageal reflux disease,lactose intolerance,food protein-induced... Cow milk protein allergy(CMPA)is a prevalent food allergy in infancy.It often presents with symptoms that overlap with other conditions,such as gastroeso-phageal reflux disease,lactose intolerance,food protein-induced enterocolitis syndrome,and eosinophilic esophagitis.This diagnostic overlap makes distin-guishing CMPA from its mimics difficult,resulting in potential misdiagnoses and unnecessary dietary restrictions.This review aims to comprehensively analyze CMPA and its mimicking conditions,highlighting their clinical presentations,diagnostic approaches,and management strategies to enhance diagnostic accu-racy and optimize patient care.A systematic literature search was conducted using PubMed,Scopus,Web of Science,and Google Scholar,focusing on studies published within the last 20 years.Articles addressing CMPA and its mimicking conditions were selected,with data synthesized into comparative analyses of diagnostic methods and management strategies.Accurate differentiation between CMPA and its mimics requires a thorough clinical evaluation supported by diagnostic tests such as skin prick tests,serum-specific IgE,and oral food challenges.Misdiagnosis can lead to nutritional deficiencies,psychological stress,and increased healthcare costs.Emerging diagnostic technologies,including component-resolved diagnostics and cytokine profiling,offer promising avenues for improving accuracy.A multidisciplinary approach involving pediatricians,allergists,and dietitians is essential for precise diagnosis and effective management.Ongoing research and education are crucial to enhancing clinical outcomes and reducing the burden on families. 展开更多
关键词 cow milk protein allergy Diagnostic challenges Mimicking conditions Gastroesophageal reflux disease Lactose intolerance Food protein-induced enterocolitis syndrome Eosinophilic esophagitis
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Effect of Extending Voluntary Waiting Period on Health of Holstein Friesian Dairy Cows
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作者 Găvan Constantin Șonea Cosmin 《Open Journal of Veterinary Medicine》 CAS 2024年第6期124-136,共13页
The aim of this of this experimental study to investigate the effect of 3 voluntary waiting periods (VWP) on health of dairy cows. A total of 100 lactations of 100 Holstein Friesian cows with high milk production (ave... The aim of this of this experimental study to investigate the effect of 3 voluntary waiting periods (VWP) on health of dairy cows. A total of 100 lactations of 100 Holstein Friesian cows with high milk production (average 9.442 ± 620 kg) were randomly (based on the ear tags digits of cows) distributed to 1 to 3 experimental groups with VWP of 50 (VWPG50;n = 32), 100 (VWPG100;n = 34) or 150 days (VWPG150;n = 34). Observations relating to diseases of the cows were made by the farm veterinarian and research personnel. Were defined eight disease: puerperal fever, retained fetal membranes, displaced abomasum, metritis, clinical ketosis, clinical mastitis, ovarian cysts, and claw diseases. The experimental days (ED) were from 4 days in milk (DIM) to 100 days after the next calving. The experiment was managed at Dairy Research Farm ?imnic-Craiova January 2018 to December 2022. A clear set of clinical signs were used to define a case at the diseases without the need for laboratory confirmation. Values of Lactational incidence risk (LIR) median postpartum days at diagnosis and pairwise comparison of proportion between VWPs were calculated. LIR for puerperal fiver, retained fetal membranes, displaced abomasum, clinical ketosis, clinical mastitis, ovarian cysts and claw disease were 4;5;2;8;8;and 4% respectively. Numerically, cows with VWP of 100 and150 days had more disease cases compared with VWP of 50 days. The differences between experimental groups of cows regarding proportions of cows with disease cases were not statistically significant. Any of the eight disorders reported in this study was analyzed independently to other health problems. For all enrolled cows (n = 100) VWP was extended until 100 or 150 days postpartum with no effect on the lactational incidence risk for the eight disorders analyzed. 展开更多
关键词 Voluntary Waiting Period Dairy cow Health Lactation Disorders Lactation Incidence Risk for cow Diseases
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Maternal supplementation with n-3 fatty acids affects placental lipid metabolism, inflammation, oxidative stress, the endocannabinoid system, and the neonate cytokine concentrations in dairy cows 被引量:2
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作者 Priscila dos Santos Silva Gitit Kra +3 位作者 Yana Butenko Jayasimha Rayalu Daddam Yishai Levin Maya Zachut 《Journal of Animal Science and Biotechnology》 SCIE CAS CSCD 2024年第5期2012-2030,共19页
Background The placenta plays a crucial role in supporting and influencing fetal development.We compared the effects of prepartum supplementation with omega-3(n-3)fatty acid(FA)sources,flaxseed oil(FLX)and fish oil(FO... Background The placenta plays a crucial role in supporting and influencing fetal development.We compared the effects of prepartum supplementation with omega-3(n-3)fatty acid(FA)sources,flaxseed oil(FLX)and fish oil(FO),on the expression of genes and proteins related to lipid metabolism,inflammation,oxidative stress,and the endocannabinoid system(ECS)in the expelled placenta,as well as on FA profile and inflammatory response of neonates.Late-pregnant Holstein dairy cows were supplemented with saturated fat(CTL),FLX,or FO.Placental cotyledons(n=5)were collected immediately after expulsion,and extracted RNA and proteins were analyzed by RTPCR and proteomic analysis.Neonatal blood was assessed for FA composition and concentrations of inflammatory markers.Results FO increased the gene expression of fatty acid binding protein 4(FABP4),interleukin 10(IL-10),catalase(CAT),cannabinoid receptor 1(CNR1),and cannabinoid receptor 2(CNR2)compared with CTL placenta.Gene expression of ECS-enzyme FA-amide hydrolase(FAAH)was lower in FLX and FO than in CTL.Proteomic analysis identified 3,974 proteins;of these,51–59 were differentially abundant between treatments(P≤0.05,|fold change|≥1.5).Top canonical pathways enriched in FLX vs.CTL and in FO vs.CTL were triglyceride metabolism and inflammatory processes.Both n-3 FA increased the placental abundance of FA binding proteins(FABPs)3 and 7.The abundance of CNR1 cannabinoid-receptor-interacting-protein-1(CNRIP1)was reduced in FO vs.FLX.In silico modeling affirmed that bovine FABPs bind to endocannabinoids.The FLX increased the abundance of inflammatory CD44-antigen and secreted-phosphoprotein-1,whereas prostaglandin-endoperoxide synthase 2 was decreased in FO vs.CTL placenta.Maternal FO enriched neonatal plasma with n-3 FAs,and both FLX and FO reduced interleukin-6 concentrations compared with CTL.Conclusion Maternal n-3 FA from FLX and FO differentially affected the bovine placenta;both enhanced lipid metabolism and modulated oxidative stress,however,FO increased some transcriptional ECS components,possibly related to the increased FABPs.Maternal FO induced a unique balance of pro-and anti-inflammatory components in the placenta.Taken together,different sources of n-3 FA during late pregnancy enhanced placental immune and metabolic processes,which may affect the neonatal immune system. 展开更多
关键词 ANTIOXIDANTS Dairy cows Endocannabinoid system INFLAMMATION Omega-3 fatty acids PLACENTA
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Repeated inoculation with rumen fluid accelerates the rumen bacterial transition with no benefit on production performance in postpartum Holstein dairy cows 被引量:1
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作者 Fanlin Kong Feiran Wang +3 位作者 Yijia Zhang Shuo Wang Wei Wang Shengli Li 《Journal of Animal Science and Biotechnology》 SCIE CAS CSCD 2024年第2期795-811,共17页
Background The dairy cow’s postpartum period is characterized by dramatic physiological changes,therefore imposing severe challenges on the animal for maintaining health and milk output.The dynamics of the ruminal mi... Background The dairy cow’s postpartum period is characterized by dramatic physiological changes,therefore imposing severe challenges on the animal for maintaining health and milk output.The dynamics of the ruminal microbiota are also tremendous and may play a crucial role in lactation launch.We aim to investigate the potential benefits of early microbial intervention by fresh rumen microbiota transplantation(RMT)and sterile RMT in postpartum dairy cows.Twelve fistulated peak-lactation dairy cows were selected to be the donors for rumen fluid collection.Thirty postpartum cows were divided into 3 groups as the transplantation receptors respectively receiving 10 L fresh rumen fluid(FR),10 L sterile rumen fluid(SR),or 10 L saline(CON)during 3 d after calving.Results Production performance,plasma indices,plasma lipidome,ruminal microbiome,and liver transcriptome were recorded.After fresh and sterile RMT,we found that the molar proportion of propionic acid was increased on d 7 in the FR and SR groups and the bacterial composition was also significantly changed when compared with the CON group.A similarity analysis showed that the similarities between the CON group and FR or SR group on d 7 were 48.40%or 47.85%,whereas the similarities between microbiota on d 7 and 21 in the FR and SR groups were 68.34%or 66.85%.Dry matter intake and feed efficiency were not affected by treatments.Plasmaβ-hydroxybutyrate concentration in the FR group was decreased and significantly different lipids mainly included phosphatidylcholine and lysophosphatidylcholine containing polyunsaturated fatty acids.Hepatic transcriptomics analysis indicated acutephase response pathways were upregulated in the SR group.Conclusions Our study suggests that RMT can shorten the transition process of the ruminal microbiota of postpartum dairy cows with no benefit on dry matter intake or feed efficiency.Inoculation with rumen fluid may not be a useful approach to promote the recovery of postpartum dairy cows. 展开更多
关键词 Dairy cow LIPIDOMICS Liver Rumen microbiota transplantation Transition period
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Spatially resolved transcriptomic profiling of placental development in dairy cow 被引量:1
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作者 Guang-Hui Tan Shi-Jie Liu +11 位作者 Ming-Le Dou De-Feng Zhao Ao Zhang Heng-Kuan Li Fu-Nong Luo Tao Shi Hao-Ping Wang Jing-Yuan Lei Yong Zhang Yu Jiang Yi Zheng Fei Wang 《Zoological Research》 SCIE CSCD 2024年第3期586-600,共15页
The placenta plays a crucial role in successful mammalian reproduction.Ruminant animals possess a semi-invasive placenta characterized by a highly vascularized structure formed by maternal endometrial caruncles and fe... The placenta plays a crucial role in successful mammalian reproduction.Ruminant animals possess a semi-invasive placenta characterized by a highly vascularized structure formed by maternal endometrial caruncles and fetal placental cotyledons,essential for full-term fetal development.The cow placenta harbors at least two trophoblast cell populations:uninucleate(UNC)and binucleate(BNC)cells.However,the limited capacity to elucidate the transcriptomic dynamics of the placental natural environment has resulted in a poor understanding of both the molecular and cellular interactions between trophoblast cells and niches,and the molecular mechanisms governing trophoblast differentiation and functionalization.To fill this knowledge gap,we employed Stereo-seq to map spatial gene expression patterns at near single-cell resolution in the cow placenta at 90 and 130 days of gestation,attaining high-resolution,spatially resolved gene expression profiles.Based on clustering and cell marker gene expression analyses,key transcription factors,including YBX1 and NPAS2,were shown to regulate the heterogeneity of trophoblast cell subpopulations.Cell communication and trajectory analysis provided a framework for understanding cell-cell interactions and the differentiation of trophoblasts into BNCs in the placental microenvironment.Differential analysis of cell trajectories identified a set of genes involved in regulation of trophoblast differentiation.Additionally,spatial modules and co-variant genes that help shape specific tissue structures were identified.Together,these findings provide foundational insights into important biological pathways critical to the placental development and function in cows. 展开更多
关键词 Spatial transcriptomics Dairy cow PLACENTA GESTATION
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Abomasal infusion of branched-chain amino acids or branched-chain keto-acids alter lactation performance and liver triglycerides in fresh cows 被引量:1
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作者 Kristen Gallagher Isabelle Bernstein +7 位作者 Cynthia Collings David Main Ghayyoor Ahmad Sarah Naughton Jayasimha Daddam Vengai Mavangira Mike Vandehaar Zheng Zhou 《Journal of Animal Science and Biotechnology》 SCIE CAS CSCD 2024年第3期1145-1157,共13页
Background Dairy cows are at high risk of fatty liver disease in early lactation,but current preventative measures are not always effective.Cows with fatty liver have lower circulating branched-chain amino acid(BCAA)c... Background Dairy cows are at high risk of fatty liver disease in early lactation,but current preventative measures are not always effective.Cows with fatty liver have lower circulating branched-chain amino acid(BCAA)concentra-tions whereas cows with high circulating BCAA levels have low liver triglyceride(TG).Our objective was to determine the impact of BCAA and their corresponding ketoacids(branched-chain ketoacids,BCKA)on production performance and liver TG accumulation in Holstein cows in the first 3 weeks postpartum.Methods Thirty-six multiparous Holstein cows were used in a randomized block design experiment.Cows were abomasally infused for the first 21 d postpartum with solutions of 1)saline(CON,n=12);2)BCA(67 g valine,50 g leu-cine,and 34 g isoleucine,n=12);and 3)BCK(77 g 2-ketovaline calcium salt,57 g 2-ketoleucine calcium salt,and 39 g 2-ketoisoleucine calcium salt,n=12).All cows received the same diet.Treatment effects were determined using PROC GLIMMIX in SAS.Results No differences were detected for body weight,body condition score,or dry matter intake averaged over the first 21 d postpartum.Cows receiving BCK had significantly lower liver TG concentrations compared to CON(6.60%vs.4.77%,standard error of the mean(SEM)0.49)during the first 3 weeks of lactation.Infusion of BCA increased milk yield(39.5 vs.35.3 kg/d,SEM 1.8),milk fat yield(2.10 vs.1.69 kg/d,SEM 0.08),and lactose yield(2.11 vs.1.67 kg/d,SEM 0.07)compared with CON.Compared to CON,cows receiving BCA had lower plasma glucose(55.0 vs.59.2 mg/dL,SEM 0.86)but higherβ-hydroxybutyrate(9.17 vs.6.00 mg/dL,SEM 0.80).Conclusions Overall,BCAA supplementation in this study improved milk production,whereas BCKA supplementa-tion reduced TG accumulation in the liver of fresh cows. 展开更多
关键词 Branched-chain amino acids Branched-chain ketoacids Fatty liver Fresh cow
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脉冲电沉积CoW/ZrO_(2)复合镀层的力学性能研究 被引量:1
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作者 张翠杰 王文龙 赵敬云 《河南工学院学报》 CAS 2024年第2期27-31,39,共6页
研究了镀液中ZrO_(2)纳米颗粒添加量对COW/ZrO_(2)复合镀层质量和摩擦磨损性能的影响。采用单因素试验法,在一定条件下改变镀液中ZrO_(2)纳米颗粒的添加量从而获得不同的COW/ZrO_(2)复合镀层。用扫描电子显微镜SU5000观察镀层表面形貌,... 研究了镀液中ZrO_(2)纳米颗粒添加量对COW/ZrO_(2)复合镀层质量和摩擦磨损性能的影响。采用单因素试验法,在一定条件下改变镀液中ZrO_(2)纳米颗粒的添加量从而获得不同的COW/ZrO_(2)复合镀层。用扫描电子显微镜SU5000观察镀层表面形貌,用X射线衍射和表面分析仪P7分别检测镀层的微观结构、厚度和表面粗糙度,研究镀层表面质量随镀液中ZrO_(2)纳米颗粒添加量的变化规律并测试镀层的摩擦学性能。试验结果表明:在一定条件下镀液中ZrO_(2)纳米颗粒的添加量对复合镀层质量的影响存在最优值,镀液中ZrO_(2)含量的变化对于镀层磨损率的减小存在最优值。采用脉冲电沉积法制备COW/ZrO_(2)复合镀层的过程中,ZrO_(2)纳米颗粒添加量为9g/L时复合镀层的表面质量和耐磨性最好。 展开更多
关键词 脉冲电沉积 cow/ZrO_(2) 复合镀层 摩擦磨损性能
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Real-Time Monitoring Method for Cow Rumination Behavior Based on Edge Computing and Improved MobileNet v3
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作者 ZHANG Yu LI Xiangting +4 位作者 SUN Yalin XUE Aidi ZHANG Yi JIANG Hailong SHEN Weizheng 《智慧农业(中英文)》 CSCD 2024年第4期29-41,共13页
[Objective]Real-time monitoring of cow ruminant behavior is of paramount importance for promptly obtaining relevant information about cow health and predicting cow diseases.Currently,various strategies have been propo... [Objective]Real-time monitoring of cow ruminant behavior is of paramount importance for promptly obtaining relevant information about cow health and predicting cow diseases.Currently,various strategies have been proposed for monitoring cow ruminant behavior,including video surveillance,sound recognition,and sensor monitoring methods.How‐ever,the application of edge device gives rise to the issue of inadequate real-time performance.To reduce the volume of data transmission and cloud computing workload while achieving real-time monitoring of dairy cow rumination behavior,a real-time monitoring method was proposed for cow ruminant behavior based on edge computing.[Methods]Autono‐mously designed edge devices were utilized to collect and process six-axis acceleration signals from cows in real-time.Based on these six-axis data,two distinct strategies,federated edge intelligence and split edge intelligence,were investigat‐ed for the real-time recognition of cow ruminant behavior.Focused on the real-time recognition method for cow ruminant behavior leveraging federated edge intelligence,the CA-MobileNet v3 network was proposed by enhancing the MobileNet v3 network with a collaborative attention mechanism.Additionally,a federated edge intelligence model was designed uti‐lizing the CA-MobileNet v3 network and the FedAvg federated aggregation algorithm.In the study on split edge intelli‐gence,a split edge intelligence model named MobileNet-LSTM was designed by integrating the MobileNet v3 network with a fusion collaborative attention mechanism and the Bi-LSTM network.[Results and Discussions]Through compara‐tive experiments with MobileNet v3 and MobileNet-LSTM,the federated edge intelligence model based on CA-Mo‐bileNet v3 achieved an average Precision rate,Recall rate,F1-Score,Specificity,and Accuracy of 97.1%,97.9%,97.5%,98.3%,and 98.2%,respectively,yielding the best recognition performance.[Conclusions]It is provided a real-time and effective method for monitoring cow ruminant behavior,and the proposed federated edge intelligence model can be ap‐plied in practical settings. 展开更多
关键词 cow rumination behavior real-time monitoring edge computing improved MobileNet v3 edge intelligence model Bi-LSTM
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Lipolysis pathways modulate lipid mediator release and endocannabinoid system signaling in dairy cows'adipocytes
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作者 Madison N.Myers Miguel Chirivi +3 位作者 Jeff C.Gandy Joseph Tam Maya Zachut G.Andres Contreras 《Journal of Animal Science and Biotechnology》 CSCD 2024年第6期2366-2382,共17页
Background As cows transition from pregnancy to lactation,free fatty acids(FFA)are mobilized from adipose tissues(AT)through lipolysis to counter energy deficits.In clinically healthy cows,lipolysis intensity is reduc... Background As cows transition from pregnancy to lactation,free fatty acids(FFA)are mobilized from adipose tissues(AT)through lipolysis to counter energy deficits.In clinically healthy cows,lipolysis intensity is reduced throughout lactation;however,if F FA release exceeds tissue demands or the liver's metabolic capacity,lipid byproducts accumulate,incre a sing cows'risk of metabolic and infectious disease.Endocannabinoids(eCBs)and their congeners,N-acylethanolamines(NAEs),are lipid-based compounds that modulate metabolism and inflammation.Their synthesis and release depend upon the availability of FFA precursors and the abundance of synthesizing and degrading enzymes and transporters.Therefore,we hypothesized that eCB production and transcription of endocannabinoid system components are modulated by lipolysis pathways in adipocytes.To test this hypothesise we stimulated canonical(isoproterenol,1μmol/L;ISO)and inflammatory(lipopolysaccharide,1μg/m L;LPS)lipolysis pathways in adipocytes isolated from the AT of 5 Holstein dairy cows.Following,we assessed lipolysis intensity,adipocytes'release of eCBs,and transcription of endocannabinoid system components.Results We found that ISO and LPS stimulated lipolysis at comparable intensities.Exposure to either treatment tended to elevate the release of eCBs and NAEs by cultured adipocytes;however,specific eCBs and NAEs and the transcriptional profiles differed by treatment.On one hand,ISO enhanced adipocytes'release of 2-arachidonoylglycerol(2-AG)but reduced NAE production.Klotably,ISO enhanced the cells"expression of enzymes associated with 2-AG biosynthesis(INPP5F,GDPD5,GPAT4),transport(CD36),and adipogenesis(PPARG).Conversely,LPS enhanced adipocytes'synthesis and release of N-arachidonoylethanolamide(AEA).This change coincided with enhanced transcription of the NAE-biosynthesizing enzyme,PTPN22,and adipocytes'transcription of genes related to eCB degradation(PTGS2,MGLL,CYP27B1).Furthermore,LPS enhanced adipocytes'transcription of eCB and NAE transporters(HSPA1A,SCP2)and the expression of the anti-adipogenic ion channel,TRPV3.Conclusions Our data provide evidence for distinct modulatory roles of canonical and inflammatory lipolysis pathways over eCB release and transcriptional regulation of biosynthesis,degradation,transport,and ECS signaling in cows'adipocytes.Based on our findings,we conclude that,within adipocytes,eCB production and ECS component expression are,at least in part,mediated by lipolysis in a pathway-dependent manner.These findings contribute to a deeper understanding of the molecular mechanisms underlying metabolic regulation in dairy cows'AT,with potential implications for prevention and treatment of inflammatory and metabolic disorders. 展开更多
关键词 Adipose tissue Dairy cows Endocannabinoid system ENDOCANNABINOIDS LIPOLYSIS
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Feeding Calcium Salts of Linseed Oil on Metabolic Status and Reproductive Traits in Grazing Dairy Cows
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作者 Jesica Daniela Iorio Yaliska Moreno González +6 位作者 Maria Florencia Olmeda Dino Curletto Daniel Edgardo Scandolo Martin Guillermo Maciel Rafael Alejandro Palladino Mauricio Javier Giuliodori Eloy Eduardo Salado 《Open Journal of Animal Sciences》 2024年第3期219-233,共15页
This experiment aimed to evaluate the effect of calcium salts of linseed oil (rich in alpha-linolenic acid (ALA, C18:3n-3) on metabolic and reproductive traits in high-producing dairy cows under grazing. Thirty-six Ho... This experiment aimed to evaluate the effect of calcium salts of linseed oil (rich in alpha-linolenic acid (ALA, C18:3n-3) on metabolic and reproductive traits in high-producing dairy cows under grazing. Thirty-six Holstein dairy cows were randomly assigned, in a complete block design, to receive ALA supplementation (0.85 kg∙day−1 of calcium salts of linseed oil) or to remain as untreated control (CON). The concentrate was formulated to offer the same amount of energy across treatments (CON cows received an extra kg of corn to compensate for the higher energy density of ALA treatment). A PMR + Alfalfa pasture was offered to all cows at the same time. A fixed time artificial insemination (FTAI) at 80 DIM, preceded by a Presynch plus Ovsynch protocol was implemented for the first service and later, on return to estrus, heat detection and artificial insemination (AI) were performed. Pregnancy diagnosis was checked at 30, 42, 60, and 90 d after AI. Blood and milk samples were taken biweekly. Treatment affected plasma cholesterol concentration (160.36 vs. 186.70 mg∙dl−1, p = 0.03, for ALA and CON, respectively) and on size of corpus luteum (CL, 17.6 vs. 13.7 mm, p = 0.02, for ALA and CON, respectively). Supplementation tended (p = 0.136) to increase conception rate by 200 DIM (81.69% vs. 55.43% in ALA and CON cows, respectively). However, treatment had no effect (p > 0.05) on body weight (BW), body condition score (BCS), and circulating levels of beta-hydroxybutyrate (BHBA), glucose, insulin, growth hormone (GH) and insulin-like growth factor (IGF-I). Our results suggest that supplementation with calcium salts of linseed oil could enhance ovarian function without affecting energy metabolism in early lactation dairy cows. 展开更多
关键词 α-Linolenic Acid Supplementation REPRODUCTION GRAZING Dairy cows
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A Biogas Production Model from the Combination of Pig Manure and Cow Dung in N’Zérékoré City, Republic of Guine
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作者 Madeleine Kamano Oumar Keita +1 位作者 Ansoumane Sakouvogui Aboubacar Sangare 《Energy and Power Engineering》 2024年第9期293-312,共20页
This present research work focuses on the valorization of pig droppings for production of biogas in mono digestion and co-digestion with proportions of cow dung from the urban commune of N’Zérékoré. It... This present research work focuses on the valorization of pig droppings for production of biogas in mono digestion and co-digestion with proportions of cow dung from the urban commune of N’Zérékoré. It was carried out in December 2020 in the Physics laboratory of the University of N’Zérékoré. The anaerobic digestion process took 25 days in an almost constant ambient temperature of 25˚C. Five digesters were loaded on 12/06/2020, two of which with 1 kg of pig dung and 1 kg of cow dung both in mono-digestion. The 3 other digesters in co-digestion with different proportions of pig manure and cow dung. The substrate in each digester is diluted in 2 liters of water, with a proportion of (1/2). The main results obtained are: 1) the evolution of the temperature and pH during digestion process, 2) the average biogas productions 0.61 liters for (D1);1.20 liter for (D2);1.65 liter for (D3);1.51 liter for (D4) and 1.31 liter for (D5). The cumulative amounts of biogas are respectively: D1 (7.95 liters), D2 (15.60 liters), D3 (21.50 liters), D4 (19.65 liters) and D5 (17.05 liters). The total cumulative production is 81.75 liters at the end of the process. The originality of this research work is that the proposed model examines the relation between the daily biogas production and the variation of temperature, pH and pressure. The combustibility test showed the biogas produced during the first week was no combustible (contains less than 50% methane). Combustion started from the biogas produced from the 15th day and it is from the 20th day that a significant amount of stable yellow/blue flame was observed. The results of this study show the combination of pig manure and cow dung presents advantages for optimal biogas production. 展开更多
关键词 Production Experimental MODEL Pig Manure cow Dung BIOGAS N’Zérékoré Republic of Guinea
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Effect of Chicken Manure, Compost and Cow Dung on the Growth and Yield of Sweet Potato [Ipomoea batatas (L.) Lam.] under Guinea Savannah Agroecological Zone of Ghana
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作者 Issah A. Abukari Iddrisu Yahaya +9 位作者 Edward E. Carey Putri Erna Abidin Kwabena Acheremu Joseph Adjebeng-Danquah Issah Sugri George Yakubu Mahama Julius Yirzagla Abdul-Latif Abdul-Aziz Mutari Abubakari Ahmed Seidu 《Agricultural Sciences》 2024年第11期1271-1289,共19页
Twelve percent (12%) of Ghanaians are food insecure, and climate-smart crops like sweet potatoes are required to help end poverty. Small-scale farmers in Ghana who produce low-technology, subsistence crops, such as sw... Twelve percent (12%) of Ghanaians are food insecure, and climate-smart crops like sweet potatoes are required to help end poverty. Small-scale farmers in Ghana who produce low-technology, subsistence crops, such as sweet potatoes, are more food secure than those who do not. This study was initiated to investigate the effect of chicken manure, compost, and cow dung on the growth and yield of “apomuden”, “SARI-Nyoriberigu”, “SARI-Nan” and “kufour” sweet potato under the Guinea Savannah agroecological zone of Ghana. Organic fertilizer increased leaf chlorophyll content and leaf area index. The application of cow dung, chicken manure and compost in 2015 significantly increased total storage root yield by 38%, 55% and 98%, 62%, 45% and 37%, 52%, 61% and 44%, and 33%, 36% and 28% for SARI-Nyoriberigu, Kufour, SARI-Nan and Apomuden, respectively, when compared to the untreated check. In 2016, and in comparison with the untreated check, the application of cow dung, chicken manure and compost increased total storage root yield by 42%, 61% and 93%, 69%, 49% and 41%, 57%, 67% and 48%, and 36%, 39% and 30% for SARI-Nyoriberigu, Kufour, SARI-Nan and Apomuden, respectively. Hence, the application of organic fertilizers will increase sweet potato yield, give higher returns to resource-poor smallholder farmers and contribute to enhancing food and nutrition security. 展开更多
关键词 Sweet Potato Food Security Storage Roots Organic Fertilizer Chicken Manure cow Dung and Compost
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Study of the Optimal Conditions for Anaerobic Digestion of Cow Dung in Households in Cote d’Ivoire
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作者 Sahi Louh Theophile Roch Ori +1 位作者 Kamenan Blaise Koua Prosper Gbaha 《Open Journal of Applied Sciences》 2024年第9期2679-2696,共18页
This paper investigates the optimal conditions for methanisation applied to cow dung. Four experimental 25 liters digesters were used in this work. The best biogas yield is obtained when the digester is installed in a... This paper investigates the optimal conditions for methanisation applied to cow dung. Four experimental 25 liters digesters were used in this work. The best biogas yield is obtained when the digester is installed in a metal box and exposed to sunlight. The temperature in this digester varied between 25˚C and 37˚C. The dry matter content of the collected cow dung was 15.5%. The digester was fed with 9 kg of cow dung mixed with 8.5 litres of water, one litre of cassava effluent and 200 ml of human urine. After a retention period of 22 days, the biogas obtained was 67% methane and 21% carbon dioxide. The use of human urine and cassava effluent improved the quality of the biogas. 展开更多
关键词 Methanisation Cassava Effluent Human Urine cow Dung BIOGAS
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Chemical Analysis of Activated Carbon from Bull and Cow Horns Pyrolysis to Be Used as Antidotes
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作者 Alexandre Ngama Mwabi Pierre Yoniene Yassa Vestine Ntakarutimana 《Open Journal of Applied Sciences》 2024年第8期2133-2143,共11页
The purpose of this study is to compare the results of chemical analysis of two types of activated from the pyrolysis of bull horn and that of cow. Six samples were used to measure pH, carbon, calcium and to determine... The purpose of this study is to compare the results of chemical analysis of two types of activated from the pyrolysis of bull horn and that of cow. Six samples were used to measure pH, carbon, calcium and to determine adsorbent power. The pH was measured at a temperature of 20˚C using an “ANION 7010 ionomer” pH meter, the carbon (C) content was analyzed using a “EURO EA 3000” analyzer. and the electronic balance: “Sartorius CP-2P”, calcium (Ca) was analyzed using a DFS-8 spectrograph. For the adsorbency test, the 0.15% methylene blue R solution was used. At the end of this study, we found that the activated carbon from the bull horn demonstrated a carbon content that is higher than that of the cow horn (20.79% against 15.63%), activated carbon of cow horn is richer in calcium than that of bull horn (16.27% against 3.69%) and then the pH. The cow horn is higher than that of the bull horn (7.43 versus 6.5). For the adsorbent power, the sample (75% bull horn and 25% cow horn) was recorded with the greatest adsorbent power. Thus, from this study, it can be recommended as an activated carbon antidote to be used for poisonings treatment. 展开更多
关键词 Activated Carbon Bull Horn cow Horn Oil Palm Nut Shells Absorbent Power
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Dairy cows inoculated with highly pathogenic avian influenza virus H5N1
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作者 Amy L Baker 《四川生理科学杂志》 2024年第10期2275-2275,共1页
Highly pathogenic avian influenza(HPAI)H5N1 hemagglutinin clade 2.3.4.4b was detected in the United States in 2021.These HPAI viruses caused mortality events in poultry,wild birds,and wild mammals.On March 25,2024,HPA... Highly pathogenic avian influenza(HPAI)H5N1 hemagglutinin clade 2.3.4.4b was detected in the United States in 2021.These HPAI viruses caused mortality events in poultry,wild birds,and wild mammals.On March 25,2024,HPAI H5N1 clade 2.3.4.4b was confirmed in a dairy cow in Texas in response to a multi-state investigation into milk production losses.1 Over 200 positive herds were identified in 14 U.S.states.The case description included reduced feed intake and rumen motility in lactating cows,decreased milk production,and thick yellow milk.2,3 The diagnostic investigation revealed viral RNA in milk and mammary tissue with alveolar epithelial degeneration and necrosis and positive immunoreactivity of glandular epithelium.A single transmission event,likely from birds,was followed by limited local transmission and onward horizontal transmission of H5N1 clade 2.3.4.4b genotype B3.13.4 We sought to experimentally reproduce infection with genotype B3.13 in Holstein yearling heifers and lactating cows.Heifers were inoculated by aerosol respiratory route and cows by intramammary route.Clinical disease was mild in heifers,but infection was confirmed by virus detection,lesions,and seroconversion.Clinical disease in lactating cows included decreased rumen motility,changes to milk appearance,and production losses.Infection was confirmed by high levels of viral RNA detected in milk,virus isolation,lesions in mammary tissue,and seroconversion.This study provides the foundation to investigate additional routes of infection,pathogenesis,transmission,and intervention strategies. 展开更多
关键词 H5N1 cowS FIR
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基于优化的COW虚拟块设备的虚拟机按需部署机制 被引量:9
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作者 陈彬 肖侬 +1 位作者 蔡志平 王志英 《计算机学报》 EI CSCD 北大核心 2009年第10期1915-1926,共12页
基于COW(Copy-on-Write)读写模式的虚拟块设备有利于实现大规模虚拟机环境下虚拟机的快速部署.文中为虚拟机管理器中的COW虚拟块设备设计了一种优化方法,能够提高COW磁盘的访问性能以及生成多个小尺寸的COW磁盘映像文件,以降低通过网络... 基于COW(Copy-on-Write)读写模式的虚拟块设备有利于实现大规模虚拟机环境下虚拟机的快速部署.文中为虚拟机管理器中的COW虚拟块设备设计了一种优化方法,能够提高COW磁盘的访问性能以及生成多个小尺寸的COW磁盘映像文件,以降低通过网络部署虚拟机的开销.基于优化的COW虚拟块设备,文中提出了虚拟机环境下的虚拟机按需部署机制及关键技术问题的解决方案.基于Linux平台和QEMU虚拟机,实现了基于优化COW虚拟块设备的虚拟机按需部署原型系统.实验表明,优化的COW虚拟块设备、基于COW磁盘有效工作集的优化部署以及COW磁盘回收等方法能够有效地支持虚拟机环境下低开销的、按需的虚拟机部署. 展开更多
关键词 虚拟机 虚拟机管理器 虚拟机按需部署 cow磁盘 有效工作集
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