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Effects of pre-heating of broiler breeder's eggs on hatchability, chick quality, overall performance, and welfare traits in broilers 预热肉种鸡鸡蛋对肉鸡孵化率、雏鸡质量、总体性能和福利特征的影响。
IF 1.7 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-08-20 DOI: 10.1111/asj.13987
Kadir Erensoy, Musa Sarıca, Moise Noubandiguim, Numan Karaçay

This study aimed to investigate the effects of varying pre-heating practices (12-h: PH12; 8-h: PH8; 4-h: PH4 and 0-h or no pre-heating: PH0) of broiler breeder's eggs prior to incubation on hatching, chick quality, overall performance, and welfare traits in broilers. A total of 960 eggs obtained from Ross 308 breeders at 45 weeks were used for pre-heating manipulations and 480 chicks for broiler experiment. Apparent fertility was higher in PH0 (94.6%) and PH4 (94.5%) treatments than in PH8 (91.6%) and PH12 (90.6%); hatchability of fertile and set eggs was higher in PH4 and PH12. PH4, PH8, and PH12 treatments significantly accelerated the average hatching time compared to PH0. General chick quality was not affected by pre-heating treatments. However, chick length was significantly lower in PH0 chicks than PH12. Pre-heating manipulations did not change the overall broiler performance. Welfare characteristics were similar among treatments, while only hock burn was better in PH8 broilers. In conclusion, pre-heating of broiler breeder eggs for 4 to 12 h improved hatching success by lowering embryonic mortality and shortened the average hatching time compared to no pre-heating, and did not cause any significant alteration in chick quality, overall performance, and welfare characteristics.

本研究旨在探讨不同预热方法(12 小时:PH12;8 小时:PH8;4 小时:PH4 和 0 小时或不预热:PH0)对肉种鸡孵化、雏鸡质量、整体性能和福利特征的影响。共有 960 枚来自罗斯 308 种鸡的 45 周种蛋用于预热试验,480 只雏鸡用于肉鸡试验。PH0(94.6%)和PH4(94.5%)处理的表观受精率高于PH8(91.6%)和PH12(90.6%);PH4和PH12处理的受精蛋和初生蛋的孵化率更高。与 PH0 相比,PH4、PH8 和 PH12 处理明显加快了平均孵化时间。预热处理对雏鸡的总体质量没有影响。但是,PH0雏鸡的体长明显低于PH12。预热处理没有改变肉鸡的整体性能。各处理的福利特征相似,只有 PH8 肉鸡的跗关节烧伤情况较好。总之,与不预热相比,将肉种鸡种蛋预热 4 到 12 小时可降低胚胎死亡率,缩短平均孵化时间,从而提高孵化成功率,但不会导致雏鸡质量、整体性能和福利特征发生任何显著变化。
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引用次数: 0
Genome-wide association study for conformation traits in Ayrshire cattle 艾尔夏牛体形特征的全基因组关联研究。
IF 1.7 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-08-20 DOI: 10.1111/asj.13985
Anastasiia Ivanovna Azovtseva, Marina Vladimirovna Pozovnikova, Yuriy Sergheevich Shcherbakov, Olga Vasilievna Tulinova, Elena Anatolyevna Romanova, Anna Evgenievna Ryabova

The genetic improvement of cattle is able to provide the highest economic efficiency. Animals with best external features often have the highest indicators of productivity and nonspecific resistance. In order to identify single nucleotide polymorphism (SNP) markers and genes, potentially responsible for conformation traits of Ayrshire cattle, we conducted a genome-wide association study (GWAS). Blood samples were collected from 495 first-calf Ayrshire heifers. For all animals, a linear assessment was carried out, which consisted of 17 conformation traits and 13 exterior flaws. Our study revealed a total of 43 SNPs on chromosomes BTA1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 14, 16, 18, 19, 22, 25, 27, and 29 associated with conformation traits, four of which have met the significance threshold. Among these four significant SNPs, genes associated with exterior flaws such as tilted udder floor and weak loin and SNPs associated with weak back were identified. The markers and genes identified in the corresponding genomic regions are promising candidates for further investigation of the biological processes involved in cow exterior formation and function. The results obtained, including the MYO1B gene associated with weak loin, PEPD and ZFC3H1 genes related to tilted udder floor, and EDNRB gene associated with weak back can be effectively used as molecular markers in genomic selection programs.

牛的遗传改良能够带来最高的经济效益。具有最佳外部特征的动物往往具有最高的生产力和非特异性抵抗力指标。为了确定可能导致艾尔夏牛体型特征的单核苷酸多态性(SNP)标记和基因,我们进行了一项全基因组关联研究(GWAS)。我们采集了 495 头艾尔夏小母牛的血样。对所有动物进行了线性评估,其中包括 17 个构象性状和 13 个外部缺陷。我们的研究发现,BTA1、2、3、4、5、6、7、8、9、11、12、14、16、18、19、22、25、27 和 29 号染色体上共有 43 个 SNP 与构象性状相关,其中 4 个达到了显著性阈值。在这四个重要的 SNPs 中,发现了与乳房底板倾斜和腰部薄弱等外部缺陷相关的基因以及与背部薄弱相关的 SNPs。在相应基因组区域鉴定出的标记和基因有望进一步研究奶牛外貌形成和功能的生物学过程。所获得的结果,包括与弱腰相关的 MYO1B 基因、与倾斜乳房底板相关的 PEPD 和 ZFC3H1 基因以及与弱背相关的 EDNRB 基因,可作为分子标记有效地用于基因组选育计划。
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引用次数: 0
Analysis of the relationship between energy balance and properties of rumen fermentation of primiparous dairy cows during the perinatal period 围产期初产奶牛能量平衡与瘤胃发酵特性之间的关系分析
IF 1.7 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-08-20 DOI: 10.1111/asj.13988
Rie Sawado, Ryo Osawa, Hideo Sobajima, Noboru Hayashi, Itoko Nonaka, Fuminori Terada, Makoto Mitsumori

Short-chain fatty acids (SCFAs) produced in the rumen are key factors affecting dairy cows' energy balance (EB). This study aimed to quantitatively evaluate the effects of SCFAs production on EB in dairy cows. Primiparous dairy cows were divided into high non-esterified fatty acid (NEFA; group H) and low NEFA (group L) groups based on their blood NEFA levels at week 3 postpartum, which served as an indicator of EB. The amounts of SCFAs produced in the rumen, including acetate, propionate, and butyrate (SCFAsP), were calculated using the predicted rumen volume. Because there were no differences between the groups in SCFAsP/dry matter intake, whereas 4% fat-corrected milk (FCM)/SCFAsP was significantly higher in group H, it was suggested that more body fat was mobilized for milk production in group H. However, group L, which showed better EB, had propionate dominant and lower FCM/SCFAsP and milk energy/SCFAs energy at 3 and 7 weeks postpartum, indicating that group L had a better energy supply for milk production. These results suggest that SCFAsP produced by rumen fermentation and the composition of SCFAs in the rumen affect milk production and EB.

瘤胃中产生的短链脂肪酸(SCFAs)是影响奶牛能量平衡(EB)的关键因素。本研究旨在定量评估 SCFAs 的产生对奶牛能量平衡的影响。根据初产奶牛产后第 3 周的血液非酯化脂肪酸(NEFA)水平,将其分为高非酯化脂肪酸组(H 组)和低非酯化脂肪酸组(L 组)。瘤胃中产生的 SCFAs(包括乙酸盐、丙酸盐和丁酸盐)的数量是通过预测的瘤胃容积计算得出的。由于各组在 SCFAsP/干物质摄入量方面没有差异,而 H 组的 4% 脂肪校正奶 (FCM)/SCFAsP 显著较高,这表明 H 组动员了更多的体脂用于产奶。然而,EB 表现较好的 L 组在产后 3 周和 7 周以丙酸为主,FCM/SCFAsP 和奶能/SCFAs 能较低,这表明 L 组有更好的能量供应用于产奶。这些结果表明,瘤胃发酵产生的 SCFAsP 和瘤胃中的 SCFAs 成分会影响产奶量和 EB。
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引用次数: 0
Production, reproduction, and some adaptation characteristics of Romanov sheep raised under humid temperate climate 在温带湿润气候条件下饲养的罗曼诺夫绵羊的生产、繁殖和一些适应特征。
IF 1.7 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-08-06 DOI: 10.1111/asj.13984
Orhan Akat, Mehmet Akif Cam

This study aimed to determine the fertility and growth traits, viability, and body measurements of the Romanov sheep under breeder conditions in the humid region of Turkey. The animal material of the research consisted of sheep imported from Ukraine in 2019. In the study, there are two farms with 31 and 44 ewes in the first year and three farms with 45, 34, and 32 ewes in the second year. The reproductive performances of 186 sheep and lambs in three different farms were examined, and nine rams, one ram per 20 sheep, were used for mating. Two-year (2020 and 2021) data on the reproductive performance of pure Romanov ewes, survivability in ewes and lambs, and development characteristics in lambs were used in the present study. The conceived rate (88.17%), fecundity at birth (1.42) and at weaning (1.29), litter size at birth (1.76) and weaning (1.56), single (50.98%), twin (41.83%), and triplet birth rate (6.54%), and abortion rate (6.71%) were determined for 2 years average. Birth and weaning weights of lambs were affected by sex and birth type (p < 0.01). The Romanov sheep and their lambs did not satisfy the breeder regarding reproductive performance and lamb development.

本研究旨在确定土耳其潮湿地区育种条件下罗曼诺夫绵羊的繁殖力和生长性状、存活率和体尺。研究的动物材料由 2019 年从乌克兰进口的绵羊组成。在研究中,第一年有两个牧场,分别饲养 31 只和 44 只母羊,第二年有三个牧场,分别饲养 45 只、34 只和 32 只母羊。对三个不同农场的 186 只绵羊和羔羊的繁殖性能进行了考察,并使用了 9 只公羊(每 20 只绵羊使用 1 只公羊)进行交配。本研究采用了两年(2020 年和 2021 年)纯种罗曼诺夫母羊繁殖性能、母羊和羔羊存活率以及羔羊发育特征的数据。受胎率(88.17%)、出生受胎率(1.42)和断奶受胎率(1.29)、出生窝产仔数(1.76)和断奶窝产仔数(1.56)、单胎率(50.98%)、双胎率(41.83%)和三胎率(6.54%)以及流产率(6.71%)均为两年平均值。羔羊的出生重和断奶重受性别和出生类型的影响(p
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引用次数: 0
Failure of isoxsuprine HCl to increase sheep fertility after cervical versus laparoscopic AI using chilled semen at different durations 使用冷冻精液进行宫颈人工授精和腹腔镜人工授精后,盐酸异舒普林未能提高绵羊的繁殖力。
IF 1.7 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-08-01 DOI: 10.1111/asj.13973
Bülent Bülbül, Cemal Dayanıklı, Ebru Şengül, Aydın Turan, Muhammet Aksoy, Zekariya Nur

To improve the fertility of cervical artificial insemination (AI) in sheep, we investigated isoxsuprine HCl usage on the cervical passage during cervical AI. We also compared cervical and laparoscopic AI fertility results of using chilled semen at different durations. Semen was collected from rams and diluted as 20 × 106 or 400 × 106 spermatozoa/straw for laparoscopic and cervical AI, respectively, and chilled to 4°C within 2 h. Sheep were inseminated with chilled semen for 8 or 24 h via the laparoscopic or cervical AI method. Moreover, some of the cervical inseminated sheep were injected intramuscularly with 0.5 mg/kg of isoxsuprine HCl 15 min before AI. As a result, the use of isoxsuprine HCl did not affect cervical transit and fertility. In addition, fertility was affected by the storage duration of the semen; laparoscopic AI was more successful than cervical AI in terms of fertility; if cervical AI is performed, the duration between semen collection and AI should be less than 8 h after chilling the semen at 4°C, and if laparoscopic AI is performed, the time between semen collection and insemination can be up to 24 h after chilling the semen at 4°C. Longer storage periods should be studied.

为了提高绵羊宫颈人工授精(AI)的受精率,我们研究了盐酸异舒普林对宫颈人工授精过程中宫颈通道的影响。我们还比较了在不同时间段使用冷冻精液进行宫颈人工授精和腹腔镜人工授精的受胎率结果。从公羊身上采集精液,分别稀释成20×106或400×106个精子/秸秆,用于腹腔镜人工授精和宫颈人工授精,并在2小时内冷至4°C。此外,部分宫颈人工授精绵羊在人工授精前 15 分钟肌肉注射 0.5 毫克/千克盐酸异舒普林。结果表明,盐酸异舒普林不会影响宫颈运输和受精率。此外,生育能力还受到精液储存时间的影响;就生育能力而言,腹腔镜人工授精比宫颈人工授精更成功;如果进行宫颈人工授精,精液在4°C冷藏后,从采集精液到人工授精的时间应少于8小时;如果进行腹腔镜人工授精,精液在4°C冷藏后,从采集精液到人工授精的时间可长达24小时。应研究更长的储存时间。
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引用次数: 0
Effects of cashew nutshell liquid on milk production and methane emission of dairy cows in a farm condition 腰果壳液对牧场奶牛产奶量和甲烷排放的影响
IF 1.7 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-07-25 DOI: 10.1111/asj.13983
R-Jun Frederick Avelino Gaspe, Taketo Obitsu, Toshihisa Sugino, Yuzo Kurokawa, Yuma Kuroki

This study aimed to clarify the efficacy of cashew nutshell liquid (CNSL) in methane emissions, milk production, and rumen fermentation of lactating cows in practical conditions. Ten Holstein lactating cows were used in a free-stall barn with a milking robot. Two treatments were arranged as control (no CNSL additive, n = 5) or CNSL addition (10 g/day of CNSL, n = 5) for 21 days after the 7-day preliminary period. A sniffer method was applied to predict daily methane production and methane conversion factor (MCF). In vitro, rumen gas production was also tested using the rumen fluid of individual cows. Daily dry matter intake (DMI), eating time, milk production, and methane production were not affected by the CNSL addition. However, methane production per DMI and MCF were lower (p ≤ 0.01) for the CNSL cows than those for the control cows. Ruminal total volatile fatty acid (VFA) concentration and acetate proportion tended to be lower (p < 0.15) for CNSL cows. A tendency to decrease (p < 0.10) in methane was also observed in the in vitro incubation with the rumen fluid obtained from the CNSL cows compared with those from the control cows. These results suggest that adding CNSL to diets could reduce the methane yield of cows in practical conditions.

本研究旨在阐明腰果壳液(CNSL)在实际条件下对泌乳奶牛甲烷排放、产奶量和瘤胃发酵的功效。十头荷斯坦泌乳奶牛被饲养在配有挤奶机器人的牛舍中。在 7 天的预备期后,安排了两种处理,即对照组(无 CNSL 添加剂,n = 5)或 CNSL 添加组(CNSL 10 克/天,n = 5),为期 21 天。采用嗅探法预测每日甲烷产量和甲烷转化系数(MCF)。此外,还使用个体奶牛的瘤胃液对瘤胃产气量进行了体外测试。每日干物质摄入量(DMI)、进食时间、产奶量和甲烷产量均不受添加氯化萘磺酸的影响。但是,与对照组相比,添加 CNSL 的奶牛每 DMI 和 MCF 的甲烷产量较低(p ≤ 0.01)。反刍动物总挥发性脂肪酸(VFA)浓度和醋酸比例趋于降低(p
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引用次数: 0
Rumen-protected methionine modulates body temperature and reduces the incidence of heat stress temperatures during the hottest hours of the day of grazing heat-stressed Bos indicus beef cows 瘤胃保护蛋氨酸可调节体温,降低热应激肉牛在一天中最热时段的热应激温度。
IF 1.7 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-07-25 DOI: 10.1111/asj.13980
Vinicius de Souza Izquierdo, Bernardo da Silva Menezes, Matheus Gomes Lopes, Edgard Gonçalves Malaguez, Fernanda Lopes, Fabricio Molina Pereira, Cassio Cassal Brauner, Philipe Moriel, Marcio Nunes Corrêa, Eduardo Schmitt

This study evaluated the effects of supplementation of rumen-protected methionine (RPM) on body thermoregulation and conception rate of Nelore cows exposed to high temperature–humidity index (THI). On −31 days before the artificial insemination protocol, 562 lactating, multiparous cows were assigned to receive (MG) or not (CG) RPM supplementation (3 g/cow mixed into 100 g of mineral supplement). Both groups remained in tropical pastures and received supplementation for 77 days. A subset of cows (n = 142) remained with an intravaginal thermometer collecting intravaginal temperature (IT). The respective minimum, average, and maximum environmental THI were 72.8, 78.0, and 83.3. Effects of treatment × hour of the day were detected (P < 0.0001) for IT. From 1330 to 1730 h and 1830 to 1900 h, IT was higher (P < 0.05) for CG versus MG cows when exposed to moderate and high THI. The supplementation with RPM did not affect conception rate (CG = 64.4% vs. MG = 58.2%; P > 0.05). In conclusion, 3 g of RPM supplementation lowered internal body temperature and possibly altered critical THI threshold in Nelore cows with no impact on reproduction.

本研究评估了补充瘤胃保护蛋氨酸(RPM)对受高温高湿指数(THI)影响的内洛尔奶牛体温调节和受孕率的影响。在人工授精前 31 天,562 头泌乳多胎奶牛被分配接受(MG)或不接受(CG)RPM 补充剂(3 克/头,混入 100 克矿物质补充剂中)。两组奶牛均留在热带牧场,接受补饲 77 天。一部分奶牛(n = 142)继续使用阴道内温度计采集阴道内温度(IT)。最低、平均和最高环境 THI 分别为 72.8、78.0 和 83.3。检测到了处理×时间的影响(P 0.05)。总之,补充 3 克 RPM 可降低内洛尔奶牛的体内温度,并可能改变临界 THI 阈值,但对繁殖没有影响。
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引用次数: 0
Effect of parsley (Petroselinum crispum) oil as feed additive on broiler performance, carcass, liver and kidney functions, antioxidant, lipid profile, and immunity 欧芹(Petroselinum crispum)油作为饲料添加剂对肉鸡生产性能、胴体、肝肾功能、抗氧化、血脂和免疫力的影响
IF 1.7 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-07-18 DOI: 10.1111/asj.13981
Mahmoud Alagawany, Mohamed S. Elewa, Diaa E. Abou-Kassem, Tamer Ahmed Ismail, Ayman S. Salah, Mahmoud Madkour, Alessandro Di Cerbo, Claudia Zizzadoro

The current study evaluated the effects of parsley essential oil on broiler growth performance, carcass features, liver and kidney functions, immunity and antioxidant activity, and lipid profile. A total of 160 unsexed 7-day broiler chicks (Cobb500) were distributed into five groups; each group contained five replicates with eight birds each. The treatments were (1) basal diet (no additive, T1), (2) basal diet + 0.5 mL parsley essential oil/kg (T2), (3) basal diet + 1 mL parsley essential oil/kg (T3), (4) basal diet + 1.5 mL parsley essential oil/kg (T4), and (5) basal diet + 2 mL parsley essential oil/kg (T5). According to GC-MS analysis, parsley oil contains D-limonene, hexadecanoic acid, α-cyclocitral, globulol, α-pinene, myristicin, cryophyllene, bergapten, α-chamigrene, etc. The current results indicated that the most abundant molecules in parsley oil were D-limonene (18.82%), oleic acid (14.52%), α-cyclocitral (11.75%), globulol (11.24%), α-guaiene (7.34%), apiol (5.45%), and hexadecanoic acid (4.69%). Adding parsley essential oil to the broiler diet quadratically increased body weight (BW) during 1–3 weeks of age. The T5 group recorded the highest value (869.37 g) of BW in comparison to other treatments and the control group. The cholesterol, triglyceride, low-density lipoprotein (LDL) cholesterol, and total immunoglobulin, including immunoglobulin G (IgG) and immunoglobulin M (IgM) levels in the birds fed parsley essential oil were not affected. The T3 group recorded the highest value (159 ng/mL) of superoxide dismutase (SOD) and the lowest value (2.01 ng/mL) of malondialdehyde (MDA) when compared to the control and other treatment. In conclusion, we recommend using parsley oil at levels of 1 mL/kg diet of broiler chicks.

本研究评估了香芹精油对肉鸡生长性能、胴体特征、肝肾功能、免疫力和抗氧化活性以及血脂谱的影响。研究人员将 160 只未受精的 7 日龄肉用雏鸡(Cobb500)分成 5 组,每组 5 个重复,每个重复 8 只。处理方法为:(1)基础日粮(无添加剂,T1);(2)基础日粮 + 0.5 mL 欧芹精油/kg(T2);(3)基础日粮 + 1 mL 欧芹精油/kg(T3);(4)基础日粮 + 1.5 mL 欧芹精油/kg(T4);(5)基础日粮 + 2 mL 欧芹精油/kg(T5)。根据气相色谱-质谱分析,欧芹精油中含有 D-柠檬烯、十六烷酸、α-环柠檬醛、球醇、α-蒎烯、肉豆蔻烯、冰片烯、佛手苷、α-千金子苷等。目前的研究结果表明,欧芹精油中含量最高的分子是 D-柠檬烯(18.82%)、油酸(14.52%)、α-环柠檬醛(11.75%)、球醇(11.24%)、α-愈创木酚(7.34%)、芹醇(5.45%)和十六烷酸(4.69%)。在肉鸡日粮中添加欧芹精油可四次提高 1-3 周龄肉鸡的体重(BW)。与其他处理和对照组相比,T5 组的体重值最高(869.37 克)。饲喂欧芹精油的家禽的胆固醇、甘油三酯、低密度脂蛋白(LDL)胆固醇和总免疫球蛋白(包括免疫球蛋白 G (IgG) 和免疫球蛋白 M (IgM))水平未受影响。与对照组和其他处理相比,T3 组的超氧化物歧化酶 (SOD) 值最高(159 纳克/毫升),丙二醛 (MDA) 值最低(2.01 纳克/毫升)。总之,我们建议在每公斤肉鸡日粮中添加 1 毫升香芹油。
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引用次数: 0
Coexistence of roof rats and carnivores in barns on a livestock farm in Japan 日本一家畜牧场谷仓中的顶鼠和食肉动物共存的情况
IF 1.7 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-07-18 DOI: 10.1111/asj.13982
Ryoko Koizumi, Tomohiko Endo, Tsutomu Tanikawa, Shigeki Hirata, Yasushi Kiyokawa

Brown rats (Rattus norvegicus), roof rats (Rattus rattus), and house mice (Mus musculus) are considered to be important pests on livestock farms. Although the diel activity patterns of rodents are key to their control, information on this aspect of their ecology is limited. Furthermore, the effect of carnivores on rodent activity patterns as well as the carnivore species present on livestock farms is unclear. Here, we set camera traps in an open-type cow barn and in an enclosed pig barn on the same livestock farm in Japan from August through October 2021. The only rodents observed in both barns were roof rats, and the carnivore species observed were dogs (Canis familiaris), cats (Felis catus), and Japanese weasels (Mustela itatsi). Roof rats showed different patterns of activity and behavior between the barns. However, because the pattern in both barns was nocturnal, the activity patterns of roof rats and carnivores showed a moderate to high degree of overlap. Therefore, roof rats did not appear to shift their activity patterns to avoid nocturnal carnivores. Taken together, the present study provides valuable information for rodent control on livestock farms in Japan.

褐鼠(Rattus norvegicus)、屋顶鼠(Rattus rattus)和家鼠(Mus musculus)被认为是畜牧场的重要害虫。虽然啮齿动物的昼夜活动模式是控制它们的关键,但有关其生态学这方面的信息却很有限。此外,食肉动物对啮齿动物活动模式的影响以及畜牧场中存在的食肉动物种类也不清楚。在此,我们从 2021 年 8 月到 10 月在日本的同一个畜牧场的开放式牛舍和封闭式猪舍中设置了相机陷阱。在这两个牛舍中观察到的唯一啮齿类动物是屋顶鼠,观察到的食肉动物种类是狗(Canis familiaris)、猫(Felis catus)和日本黄鼬(Mustela itatsi)。不同谷仓中的屋顶鼠表现出不同的活动和行为模式。不过,由于两个谷仓的活动模式都是夜间进行的,因此屋顶鼠和食肉动物的活动模式有中度到高度的重叠。因此,屋顶鼠似乎不会为了躲避夜间食肉动物而改变活动模式。综上所述,本研究为日本畜牧场的鼠类控制提供了有价值的信息。
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引用次数: 0
Analysis of pig posture detection in group-housed pigs using deep learning-based mask scoring instance segmentation 利用基于深度学习的掩码评分实例分割技术,分析群居猪的姿态检测。
IF 1.7 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-07-15 DOI: 10.1111/asj.13975
Salam Jayachitra Devi, Juwar Doley, Jaya Bharati, N. H. Mohan, Vivek Kumar Gupta

Pig posture is closely linked with livestock health and welfare. There has been significant interest among researchers in using deep learning techniques for pig posture detection. However, this task is challenging due to variations in image angles and times, as well as the presence of multiple pigs in a single image. In this study, we explore an object detection and segmentation algorithm based on instance segmentation scoring to detect different pig postures (sternal lying, lateral lying, walking, and sitting) and segment pig areas in group images, thereby enabling the identification of individual pig postures within a group. The algorithm combines a residual network with 50 layers and a feature pyramid network to extract feature maps from input images. These feature maps are then used to generate regions of interest (RoI) using a region candidate network. For each RoI, the algorithm performs regression to determine the location, classification, and segmentation of each pig posture. To address challenges such as missing targets and error detections among overlapping pigs in group housing, non-maximum suppression (NMS) is used with a threshold of 0.7. Through extensive hyperparameter analysis, a learning rate of 0.01, a batch size of 512, and 4 images per batch offer superior performance, with accuracy surpassing 96%. Similarly, the mean average precision (mAP) exceeds 83% for object detection and instance segmentation under these settings. Additionally, we compare the method with the faster R-CNN object detection model. Further, execution times on different processing units considering various hyperparameters and iterations have been analyzed.

猪的姿态与牲畜的健康和福利密切相关。研究人员对使用深度学习技术检测猪的姿态兴趣浓厚。然而,由于图像角度和时间的变化,以及单张图像中存在多头猪,这项任务具有挑战性。在本研究中,我们探索了一种基于实例分割评分的对象检测和分割算法,以检测不同的猪姿态(胸骨卧姿、侧卧、行走和坐姿),并分割群组图像中的猪区域,从而实现对群组中单个猪姿态的识别。该算法结合了一个 50 层的残差网络和一个特征金字塔网络,从输入图像中提取特征图。然后使用区域候选网络将这些特征图用于生成感兴趣区域(RoI)。对于每个感兴趣区域,算法都会执行回归,以确定每个猪姿态的位置、分类和分割。为了应对目标缺失和群居猪重叠检测错误等挑战,使用了阈值为 0.7 的非最大抑制 (NMS)。通过广泛的超参数分析,学习率为 0.01、批量大小为 512、每批 4 幅图像的性能优越,准确率超过 96%。同样,在这些设置下,物体检测和实例分割的平均精度(mAP)也超过了 83%。此外,我们还将该方法与速度更快的 R-CNN 物体检测模型进行了比较。此外,我们还分析了不同超参数和迭代在不同处理单元上的执行时间。
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Animal Science Journal
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