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Role and functions of micro and macro-minerals in swine nutrition: a short review. 微量和大量矿物质在猪营养中的作用和功能综述。
IF 2.3 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2023-05-01 DOI: 10.5187/jast.2023.e9
Vetriselvi Sampath, Shanmugam Sureshkumar, Woo Jeong Seok, In Ho Kim

Livestock production depends on the utilization of nutrients, and when this is accomplished, there is accelerated momentum toward growth with a low cost-to-feed ratio. Public concern over the consumption of pork with antibiotic residues in animals fed antibiotic growth promoters (AGP) has paved the way for using other natural additives to antibiotics, such as herbs and their products, probiotics, prebiotics, etc. Numerous feed additives are trending to achieve this goal, and a classic example is vitamins and minerals. Vitamins and minerals represent a relatively small percentage of the diet, but they are critical to animal health, well-being, and performance; both play a well-defined role in metabolism, and their requirements can vary depending on the physiological stage of the animals. At the same time, the absence of these vitamins and minerals in animal feed can impair the growth and development of muscles and bones. Most commercial feeds contain vitamins and trace minerals that meet nutrient requirements recommended by National Research Council and animal feeding standards. However, the potential variability and bioavailability of vitamins and trace elements in animal feeds remain controversial because daily feed intake varies, and vitamins are degraded by transportation, storage, and processing. Accordingly, the requirement for vitamins and minerals may need to be adjusted to reflect increased production levels, yet the information presented on this topic is still limited. Therefore, this review focuses on the role and function of different sources of minerals, the mode of action, the general need for micro and macro minerals in non-ruminant diets, and how they improve animal performance.

牲畜生产取决于营养物质的利用,一旦实现了这一点,就会加速增长,降低成本与饲料比。公众对食用抗生素生长促进剂(AGP)中含有抗生素残留的猪肉的担忧,为使用其他天然添加剂添加抗生素铺平了道路,如草药及其产品、益生菌、益生元等。许多饲料添加剂正趋向于实现这一目标,一个经典的例子是维生素和矿物质。维生素和矿物质在饮食中所占的比例相对较小,但它们对动物的健康、福利和生产性能至关重要;两者都在新陈代谢中发挥着明确的作用,它们的需求可以根据动物的生理阶段而变化。同时,动物饲料中缺乏这些维生素和矿物质会损害肌肉和骨骼的生长和发育。大多数商业饲料含有维生素和微量矿物质,符合国家研究委员会和动物喂养标准推荐的营养要求。然而,动物饲料中维生素和微量元素的潜在变异性和生物利用度仍然存在争议,因为每日采食量不同,维生素在运输、储存和加工过程中会降解。因此,维生素和矿物质的需求可能需要调整,以反映增加的生产水平,但关于这一主题的信息仍然有限。因此,本文就不同来源矿物质的作用和功能、作用方式、非反刍动物日粮中微量和宏量矿物质的一般需求以及它们如何提高动物生产性能进行综述。
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引用次数: 1
Deep-learning-based gestational sac detection in ultrasound images using modified YOLOv7-E6E model. 基于深度学习的超声图像妊娠囊检测改进YOLOv7-E6E模型。
IF 2.3 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2023-05-01 DOI: 10.5187/jast.2023.e43
Tae-Kyeong Kim, Jin Soo Kim, Hyun-Chong Cho

As the population and income levels rise, meat consumption steadily increases annually. However, the number of farms and farmers producing meat decrease during the same period, reducing meat sufficiency. Information and Communications Technology (ICT) has begun to be applied to reduce labor and production costs of livestock farms and improve productivity. This technology can be used for rapid pregnancy diagnosis of sows; the location and size of the gestation sacs of sows are directly related to the productivity of the farm. In this study, a system proposes to determine the number of gestation sacs of sows from ultrasound images. The system used the YOLOv7-E6E model, changing the activation function from sigmoid-weighted linear unit (SiLU) to a multi-activation function (SiLU + Mish). Also, the upsampling method was modified from nearest to bicubic to improve performance. The model trained with the original model using the original data achieved mean average precision of 86.3%. When the proposed multi-activation function, upsampling, and AutoAugment were applied, the performance improved by 0.3%, 0.9%, and 0.9%, respectively. When all three proposed methods were simultaneously applied, a significant performance improvement of 3.5% to 89.8% was achieved.

随着人口和收入水平的提高,肉类消费逐年稳步增长。然而,在同一时期,生产肉类的农场和农民的数量减少,减少了肉类的充足性。信息通信技术(ICT)已开始应用于降低畜牧场的劳动力和生产成本,提高生产力。该技术可用于母猪妊娠快速诊断;母猪妊娠囊的位置和大小直接关系到农场的生产力。在这项研究中,提出了一个系统,以确定从超声图像母猪妊娠囊的数量。该系统采用YOLOv7-E6E模型,将激活函数从sigmoid加权线性单元(SiLU)改为多重激活函数(SiLU + Mish)。同时,对上采样方法进行了改进,从最接近采样到双三次采样,提高了性能。使用原始数据与原始模型训练后的模型平均精度达到86.3%。当应用所提出的多激活函数、上采样和AutoAugment时,性能分别提高了0.3%、0.9%和0.9%。当所有三种方法同时应用时,实现了3.5%至89.8%的显着性能改进。
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引用次数: 1
Complete genome sequence of Lactococcus taiwanensis strain K_LL004, encoding hydrolytic enzymes of plant polysaccharides isolated from grasshopper (Oxya chinensis sinuosa). 台湾乳球菌菌株K_LL004的全基因组序列,该菌株编码蝗虫植物多糖水解酶。
IF 2.3 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2023-05-01 DOI: 10.5187/jast.2022.e97
Hyunok Doo, Hyeri Kim, Jin Ho Cho, Minho Song, Eun Sol Kim, Jae Hyoung Cho, Sheena Kim, Gi Beom Keum, Jinok Kwak, Sriniwas Pandey, Hyeun Bum Kim, Ju-Hoon Lee

The Lactococcus taiwanensis strain K_LL004 was isolated from the gut of a grasshopper (Oxya chinensis sinuosa) collected from local farm in Korea. L. taiwanensis strain K_LL004 is the functional probiotic candidate with an ability to hydrolyse plant polysaccharides. The complete genome of the L. taiwanensis strain K_LL004 contains one circular chromosome (1,995,099 bp) with a guanine + cytosine (GC) content of 38.8%. Moreover, 1,929 Protein-coding sequence, 19 rRNA genes, and 62 tRNA genes were identified based on results of annotation. L. taiwanensis strain K_LL004 has a gene, which encodes hydrolytic enzymes such as beta-glucosidase and beta-xylosidase, that hydrolyzes plant polysaccharides.

台湾乳球菌菌株K_LL004是从韩国当地农场采集的蚱蜢肠道中分离得到的。台湾乳杆菌菌株K_LL004是具有水解植物多糖能力的功能性候选益生菌。台湾L. ensis菌株K_LL004全基因组包含1条环状染色体(1,995,099 bp),鸟嘌呤+胞嘧啶(GC)含量为38.8%。根据标注结果,鉴定出1929个蛋白编码序列、19个rRNA基因和62个tRNA基因。台湾乳杆菌菌株K_LL004具有一个编码水解植物多糖的酶,如-葡萄糖苷酶和-木糖糖苷酶的基因。
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引用次数: 0
Determination of safe levels and toxic levels for feed hazardous materials in broiler chickens: a review. 肉鸡饲料中有害物质安全水平和毒性水平的测定:综述。
IF 2.3 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2023-05-01 DOI: 10.5187/jast.2023.e26
Jong Hyuk Kim

Feed safety is needed to produce and provide safe animal feeds for consumers, animals, and the environment. Although feed safety regulations have been set for each country, there is a lack of clear feed safety regulations for each livestock. Feed safety regulations are mainly focused on heavy metals, mycotoxins, and pesticides. Each country has different safe levels of hazardous materials in diets. Safe levels of hazardous materials in diets are mostly set for mixed diets of general livestock. Although there is a difference in the metabolism of toxic materials among animals, the safe level of feed is not specific for individual animals. Therefore, standardized animal testing methods and toxicity studies for each animal are needed to determine the correct safe and toxic levels of hazardous materials in diets. If this goal is achieved, it will be possible to improve livestock productivity, health, and product safety by establishing appropriate feed safety regulations. It will also provide an opportunity to secure consumer confidence in feed and livestock products. Therefore, it is necessary to establish a scientific feed safety evaluation system suitable for each country's environment. The chance of outbreaks of new hazardous materials is increasing. Thus, to set up appropriate toxic levels or safe levels in feed, various toxicity methods have been used to determine toxic levels of hazardous materials for humans and animals. Appropriate toxic testing methods should be developed and used to accurately set up and identify toxicity and safe levels in food and feed.

为消费者、动物和环境生产和提供安全的动物饲料需要饲料安全。虽然每个国家都制定了饲料安全法规,但缺乏针对每种牲畜的明确饲料安全法规。饲料安全法规主要侧重于重金属、真菌毒素和农药。每个国家的饮食中有害物质的安全水平不同。日粮中有害物质的安全水平大多是为一般牲畜的混合日粮设定的。虽然动物对有毒物质的代谢存在差异,但饲料的安全水平并不是个别动物所特有的。因此,需要标准化的动物试验方法和对每种动物的毒性研究,以确定饮食中有害物质的正确安全和毒性水平。如果实现了这一目标,就有可能通过建立适当的饲料安全法规来提高牲畜生产力、健康和产品安全。它还将提供一个机会,确保消费者对饲料和牲畜产品的信心。因此,有必要建立一套科学的、适合各国环境的饲料安全评价体系。新的危险物质爆发的可能性正在增加。因此,为了确定饲料中适当的毒性水平或安全水平,人们采用了各种毒性方法来确定有害物质对人类和动物的毒性水平。应制定和使用适当的毒性测试方法,以准确确定和确定食品和饲料中的毒性和安全水平。
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引用次数: 0
Effects of resistant starch on anti-obesity status and nutrient digestibility in dogs. 抗性淀粉对犬抗肥胖状态和营养物质消化率的影响。
IF 2.3 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2023-05-01 DOI: 10.5187/jast.2023.e11
Hyun-Woo Cho, Kangmin Seo, Ju Lan Chun, Junghwan Jeon, Chan Ho Kim, Sejin Lim, Si Nae Cheon, Ki Hyun Kim

This study investigated the effects of corn resistant starch (RS) on the anti-obesity properties, nutrient digestibility, and blood parameters in healthy beagles. Four spayed and six castrated beagle dogs were divided into a control group (CON) with a diet comprising rice and chicken meal and a treatment group (TRT) with a diet comprising corn with an increased RS content by heating-cooling and chicken meal. All dogs in the CON and TRT groups were fed a 1.2-fold higher energy diet than the daily recommended energy requirement for 16 weeks. Throughout the study period, the body weight of dogs in CON increased, whereas no change in body weight was observed in TRT, resulting in a significant difference in body weight between the two groups at the end of the experiment. Moreover, a significant reduction in the apparent total tract digestibility was observed upon the analysis of dry matter, nitrogen-free extract, and organic matter in TRT compared with that in CON. The complete blood cell composition and biochemical parameters were within the reference range in both groups. A significant increase in the concentration of serum adiponectin was found in TRT at the end of the experiment. These results suggest that the corn RS may be beneficial for weight management owing to its reduced nutrient digestibility.

本研究探讨了玉米抗性淀粉(RS)对健康小猎犬抗肥胖特性、营养物质消化率和血液指标的影响。选取4只阉割比格犬和6只阉割比格犬,分为对照组(CON)和试验组(TRT),对照组以大米+鸡粕为饲粮,试验组以玉米为饲粮,通过加热冷却和鸡粕增加RS含量。在16周的时间里,CON组和TRT组的所有狗都被喂食了比每日推荐能量需要量高1.2倍的食物。在整个研究期间,CON组狗的体重增加,而TRT组狗的体重没有变化,导致实验结束时两组狗的体重差异显著。此外,与对照组相比,TRT组的干物质、无氮提取物和有机物表观全消化道消化率显著降低,两组的全血细胞组成和生化指标均在参考范围内。实验结束时,TRT组血清脂联素浓度显著升高。这些结果表明,玉米RS可能因其降低营养物质消化率而有利于体重管理。
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引用次数: 0
Effects of different stocking density and various phytogenic feed additives dosage levels on growing-finishing pigs. 不同放养密度和不同植物性饲料添加剂用量对生长育肥猪的影响。
IF 2.3 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2023-05-01 DOI: 10.5187/jast.2023.e19
Hyun Ah Cho, Min Ho Song, Ji Hwan Lee, Han Jin Oh, Yong Ju Kim, Jae Woo An, Se Yeon Chang, Young Bin Go, Dong Cheol Song, Seung Yeol Cho, Dong Jun Kim, Mi Suk Kim, Hae Ryoung Park, Hyeun Bum Kim, Jin Ho Cho

This study was to investigate the effects of different phytogenic feed additives (PFA) dosage levels in growing- finishing pigs stressed by high stocking density. A total of 72 mix sexed 12 weeks growing pigs ([Landrace × Yorkshire] × Duroc) with initial body weight (BW) of 49.28 ± 4.58 kg were used for 8 weeks. There were 3 replicate pens in each treatment group, with 3 pigs per pen. The dietary treatment groups consisted of basal diets in animal welfare density (negative control [NC]), basal diet in high stocking density (positive control [PC]), PC + 0.04% essential oil (ES1), PC + 0.08% essential oil (ES2), PC + 0.10% bitter citrus extract & essential oil (CES1), PC + 0.20% bitter citrus extract & essential oil (CES2), PC + 0.05% grape pomace extract (GP1), PC + 0.10% grape pomace extract (GP2). The reduction of space allowance decreased (p < 0.05) average daily gain, feed efficiency, and digestibility of dry matter, crude protein, and gross energy. Also, the fecal score of PC groups increased (p < 0.05) compared with other groups. Basic behaviors (feed intake, standing, lying) were inactive (p < 0.05) and singularity behavior (biting) was increased (p < 0.10) under high stocking density. There was no difference in blood profile. However, the supplementation of PFA alleviated the negative effects such as reduced growth performance, nutrient digestibility, and some increasing stress indicators in th blood (cortisol) and animal behavior (biting). In conclusion, the negative effect of high stocking density was most effectively mitigated by the normal dosage of the mixture of bitter citrus extract and essential oil additive (CES1).

本研究旨在探讨不同植物性饲料添加剂(PFA)添加水平对高放养密度生长肥育猪应激的影响。试验选用初始体重为49.28±4.58 kg的[长×大]×杜洛克混合性12周龄生长猪72头,试验8周。每个处理组设3个重复栏,每个栏3头猪。饲粮处理组为动物福利密度基础饲粮(阴性对照[NC])、高放养密度基础饲粮(阳性对照[PC])、PC + 0.04%精油(ES1)、PC + 0.08%精油(ES2)、PC + 0.10%苦瓜提取物及精油(CES1)、PC + 0.20%苦瓜提取物及精油(CES2)、PC + 0.05%葡萄渣提取物(GP1)、PC + 0.10%葡萄渣提取物(GP2)。空间余量的减小降低了平均日增重、饲料效率以及干物质、粗蛋白质和总能消化率(p < 0.05)。与其他各组相比,PC组粪便评分显著升高(p < 0.05)。高放养密度下,基本行为(采食量、站立、躺卧)不活跃(p < 0.05),奇异行为(咬伤)增加(p < 0.10)。血液特征没有差异。然而,添加PFA可以缓解生长性能降低、营养物质消化率降低、血液应激指标(皮质醇)和动物行为(咬伤)升高等负面影响。综上所述,正常剂量的苦柑提取物与精油添加剂(CES1)混合施用能最有效地缓解高放养密度的负面影响。
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引用次数: 1
Development of nutrigenomic based precision management model for Hanwoo steers. 基于营养基因组学的韩宇舵机精细化管理模型的开发。
IF 2.3 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2023-05-01 DOI: 10.5187/jast.2023.e38
Chandima Gajaweera, Dong Hun Kang, Doo Ho Lee, Yeong-Kuk Kim, Bo Hye Park, Sun Sik Chang, Ui Hyung Kim, Seung Hwan Lee, Ki Yong Chung

Focusing high marble deposition, Hanwoo feedlot system uses high-energy diet over the prolonged fattening period. However, due to the individual genetic variation, around 40% of them are graded into inferior quality grades (QG), despite they utilized the same resources. Therefore, focusing on development of a nutrigenomic based precision management model, this study was to evaluated the response to the divergent selection on genetic merit for marbling score (MS), under different dietary total digestible nutrient (TDN) levels. Total of 111 calves were genotyped and initially grouped according to estimated breeding value (high and low) for marbling score (MS-EBV). Subsequently, managed under two levels of feed TDN%, over the calf period, early, middle, and final fattening periods following 2 × 2 factorial arrangement. Carcasses were evaluated for MS, Back fat thickness (BFT) and Korean beef quality grading standard. As the direct response to the selection was significant, the results confirmed the importance of initial genetic grouping of Hanwoo steers for MS-EBV. However, dietary TDN level did not show an effect (p > 0.05) on the MS. Furthermore, no genetic-by-nutrition interaction for MS (p > 0.05) was also observed. The present results showed no correlation response on BFT (p > 0.05), which indicates that the selection based on MS-EBV can be used to enhance the MS without undesirable effect on BFT. Ultimate turnover of the Hanwoo feedlot operation is primarily determined by the QGs. The present model shows that the initial grouping for MS-EBV increased the proportion of carcasses graded for higher QGs (QG1++ and QG1+) by approximately 20%. Moreover, there appear to be a potential to increase the proportion of QG 1++ animals among the high-genetic group by further increasing the dietary energy content. Overall, this precision management strategy suggests the importance of adopting an MS based initial genetic grouping system for Hanwoo steers with a subsequent divergent management based on dietary energy level.

针对高大理石沉积,韩宇饲养场系统在长时间育肥期间使用高能量饲料。然而,由于个体遗传差异,尽管它们利用了相同的资源,但其中约40%被评为劣质等级(QG)。因此,本研究旨在建立一种基于营养基因组学的精确管理模型,以评估不同饲粮总可消化养分(TDN)水平下大理石纹评分(MS)遗传优势分化选择的响应。对111头犊牛进行基因分型,并根据大理石纹评分(MS-EBV)的估计育种值(高、低)进行初步分组。随后,按照2 × 2因子安排,在犊牛期、早期、中期和最终育肥期按两种饲料TDN%水平进行管理。采用MS、背膘厚(BFT)和韩牛肉质量分级标准对胴体进行评价。由于对选择的直接反应显著,结果证实了韩牛对MS-EBV的初始遗传分组的重要性。饲粮TDN水平对MS无显著影响(p > 0.05),且不存在遗传-营养互作作用(p > 0.05)。结果表明,基于MS- ebv的选择可以在不影响BFT的情况下提高MS。韩宇饲养场运营的最终营业额主要由qg决定。该模型显示,MS-EBV的初始分组使高QGs (QG1++和QG1+)的胴体比例增加了约20%。此外,进一步提高饲粮能量含量有可能提高qg1 ++在高遗传组中的比例。总的来说,这种精确管理策略表明,采用基于MS的初始遗传分组系统对韩宇阉牛具有重要意义,随后根据日粮能量水平进行分散管理。
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引用次数: 1
Estimating vegetation index for outdoor free-range pig production using YOLO. 利用YOLO估算室外散养生猪生产的植被指数。
IF 2.3 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2023-05-01 DOI: 10.5187/jast.2023.e41
Sang-Hyon Oh, Hee-Mun Park, Jin-Hyun Park

The objective of this study was to quantitatively estimate the level of grazing area damage in outdoor free-range pig production using a Unmanned Aerial Vehicles (UAV) with an RGB image sensor. Ten corn field images were captured by a UAV over approximately two weeks, during which gestating sows were allowed to graze freely on the corn field measuring 100 × 50 m2. The images were corrected to a bird's-eye view, and then divided into 32 segments and sequentially inputted into the YOLOv4 detector to detect the corn images according to their condition. The 43 raw training images selected randomly out of 320 segmented images were flipped to create 86 images, and then these images were further augmented by rotating them in 5-degree increments to create a total of 6,192 images. The increased 6,192 images are further augmented by applying three random color transformations to each image, resulting in 24,768 datasets. The occupancy rate of corn in the field was estimated efficiently using You Only Look Once (YOLO). As of the first day of observation (day 2), it was evident that almost all the corn had disappeared by the ninth day. When grazing 20 sows in a 50 × 100 m2 cornfield (250 m2/sow), it appears that the animals should be rotated to other grazing areas to protect the cover crop after at least five days. In agricultural technology, most of the research using machine and deep learning is related to the detection of fruits and pests, and research on other application fields is needed. In addition, large-scale image data collected by experts in the field are required as training data to apply deep learning. If the data required for deep learning is insufficient, a large number of data augmentation is required.

本研究的目的是利用带有RGB图像传感器的无人机(UAV)定量估计户外散养猪生产中放牧区域的损害水平。在大约两周的时间里,无人机捕获了10张玉米田图像,在此期间,允许妊娠母猪在100 × 50 m2的玉米田上自由放牧。将图像校正为鸟瞰图,然后分成32个片段,依次输入到YOLOv4探测器中,根据玉米图像的状态进行检测。从320张分割图像中随机选择43张原始训练图像,翻转生成86张图像,然后以5度增量旋转这些图像,进一步增强这些图像,共生成6192张图像。通过对每张图像应用三次随机颜色变换,进一步增强了增加的6192张图像,从而产生24,768个数据集。利用You Only Look Once (YOLO)方法对玉米在田间的占用率进行了有效估算。在观察的第一天(第2天),很明显,到第9天,几乎所有的玉米都消失了。在50 × 100 m2的玉米地(250 m2/头)放牧20头母猪时,至少5天后应将这些母猪轮换到其他放牧区以保护覆盖作物。在农业技术中,使用机器和深度学习的研究大多与水果和害虫的检测有关,还需要对其他应用领域进行研究。此外,需要该领域专家收集的大规模图像数据作为应用深度学习的训练数据。如果深度学习所需的数据不足,则需要进行大量的数据扩充。
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引用次数: 1
Measuring the effects of estrus on rumen temperature and environment, behavior and physiological attributes in Korean Native breeding cattle. 测定发情期对韩国地方种牛瘤胃温度、环境、行为和生理特性的影响。
IF 2.3 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2023-05-01 DOI: 10.5187/jast.2022.e117
Jae-Young Kim, Jae-Sung Lee, Yong-Ho Jo, Hong-Gu Lee

In this study, rumen temperature and environment in estral and non-estral Korean Native breeding cattle were evaluated by using a bolus sensor. Behavioral and physiological changes in study animals were also assessed. To assess the rumen temperature and environment, we inserted bolus sensors into 12 Korean Native cattle with an average age of 35.5 months, then measured temperature and activity within the rumen using the wireless bolus sensor. Drinking, feeding and mounting behavior, and measured vaginal temperature and levels of intravaginal mucus resistance were recorded. We found that cattle in estrus exhibited more acts of mounting (37.4 vs. 0 times/day), increased vaginal temperature (39.0°C vs. 38.4°C), and decreased vaginal mucus resistance (136.3 Ω vs 197.4 Ω), compared with non-estral animals. Furthermore, increased levels of rumen activity were most significant in estrus cattle at the highest activity levels (p < 0.01). Overall, the estrus group exhibited increased rumen temperature (p = 0.01), compared with the non-estrus group. In conclusion, the results of this study not only provide basic physiological data related to estrus in improved Korean Native breeding cattle, but also suggest that monitoring of rumen temperature and activity might be used as an effective smart device for estrus detection.

本研究采用丸式传感器对韩国地方种牛的发情和非发情的瘤胃温度和环境进行了测定。对实验动物的行为和生理变化也进行了评估。为了评估瘤胃温度和环境,我们在12头平均年龄为35.5月龄的韩国本土牛体内插入了微丸传感器,然后使用无线微丸传感器测量了瘤胃内的温度和活动。记录小鼠的饮水、喂养和坐骑行为,并测量阴道温度和阴道内黏液抵抗水平。我们发现,与非发情动物相比,发情牛表现出更多的骑畜行为(37.4次/天vs 0次/天),阴道温度升高(39.0°C vs 38.4°C),阴道粘液阻力降低(136.3 Ω vs 197.4 Ω)。发情牛瘤胃活性最高时,瘤胃活性水平的提高最为显著(p < 0.01)。总体而言,发情组瘤胃温度高于非发情组(p = 0.01)。综上所述,本研究结果不仅为韩国改良地方种牛提供了与发情相关的基本生理数据,而且为监测瘤胃温度和活动提供了一种有效的发情智能检测设备。
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引用次数: 0
Automatic identification and analysis of multi-object cattle rumination based on computer vision. 基于计算机视觉的多目标牛反刍行为自动识别与分析。
IF 2.3 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2023-05-01 DOI: 10.5187/jast.2022.e87
Yueming Wang, Tiantian Chen, Baoshan Li, Qi Li

Rumination in cattle is closely related to their health, which makes the automatic monitoring of rumination an important part of smart pasture operations. However, manual monitoring of cattle rumination is laborious and wearable sensors are often harmful to animals. Thus, we propose a computer vision-based method to automatically identify multi-object cattle rumination, and to calculate the rumination time and number of chews for each cow. The heads of the cattle in the video were initially tracked with a multi-object tracking algorithm, which combined the You Only Look Once (YOLO) algorithm with the kernelized correlation filter (KCF). Images of the head of each cow were saved at a fixed size, and numbered. Then, a rumination recognition algorithm was constructed with parameters obtained using the frame difference method, and rumination time and number of chews were calculated. The rumination recognition algorithm was used to analyze the head image of each cow to automatically detect multi-object cattle rumination. To verify the feasibility of this method, the algorithm was tested on multi-object cattle rumination videos, and the results were compared with the results produced by human observation. The experimental results showed that the average error in rumination time was 5.902% and the average error in the number of chews was 8.126%. The rumination identification and calculation of rumination information only need to be performed by computers automatically with no manual intervention. It could provide a new contactless rumination identification method for multi-cattle, which provided technical support for smart pasture.

牛的反刍行为与健康密切相关,因此反刍行为的自动监测是智能牧场运营的重要组成部分。然而,人工监测牛的反刍是费力的,可穿戴传感器往往对动物有害。为此,我们提出了一种基于计算机视觉的多目标牛反刍自动识别方法,并计算出每头牛的反刍时间和咀嚼次数。视频中的牛头最初使用多目标跟踪算法进行跟踪,该算法结合了You Only Look Once (YOLO)算法和kernel correlation filter (KCF)算法。每头牛的头部图像都以固定的大小保存,并编号。然后,利用帧差法获得的参数构建反刍识别算法,计算反刍时间和咀嚼次数;利用反刍识别算法对每头牛的头部图像进行分析,自动检测多目标牛的反刍行为。为了验证该方法的可行性,对多目标牛反刍视频进行了测试,并将结果与人工观察结果进行了比较。实验结果表明,反刍时间平均误差为5.902%,咀嚼次数平均误差为8.126%。反刍识别和反刍信息的计算只需由计算机自动完成,无需人工干预。该方法可为多头牛提供一种新的非接触式反刍识别方法,为智能牧场提供技术支持。
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引用次数: 1
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Journal of Animal Science and Technology
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