Suppr超能文献

热应激对用于检测圈养牛采食和反刍行为的鼻带传感器准确性的影响。

Impacts of heat stress on the accuracy of a noseband sensor for detection of eating and rumination behavior in confined cattle.

作者信息

Weinert-Nelson Jennifer R, Jacobs Alayna A, Werner Jessica, Williams Carey A, Davis Brittany E

机构信息

United States Department of Agriculture, Agricultural Research Service, Forage-Animal Production Research Unit, Lexington, KY 40506.

Animal Nutrition and Rangeland Management in the Tropics and Subtropics, University of Hohenheim, Stuttgart, Germany, 70599.

出版信息

JDS Commun. 2024 Mar 2;5(4):350-355. doi: 10.3168/jdsc.2023-0524. eCollection 2024 Jul.

Abstract

Precision monitoring of feeding behaviors can aid in dairy herd management. Noseband sensors (RumiWatch System [RW]; Itin + Hoch GmbH) have been established as an automated gold standard for evaluating precision technologies in grazing cows, but more advanced algorithms have not been validated in confinement settings. Additionally, little is known regarding effects of environmental conditions on sensor performance. Therefore, accuracy of RW in quantifying eating and rumination time in confinement was evaluated using 2 versions of the analysis software algorithms (RW Converter V.7.3.2 and V.7.3.36) under thermoneutral (TN; 21.0°C, 64.0% relative humidity [RH], temperature-humidity index [THI] = 67) and heat stress conditions (HS; cyclical daily temperatures to mimic diurnal patterns; 0700-1900 h: 33.6°C, 40.0% RH, THI = 83.5; 1900-0700 h: 23.2°C, 70.0% RH; THI = 70.3). Nine individually housed Holstein × Simmental cross steers were fitted with RW noseband sensors. Agreement for eating time reported by RW and visual observations (1-min scan sampling) was very high in TN regardless of software version (concordance correlation coefficient [CCC]: V.7.3.2 = 0.91; V.7.3.36 = 0.94), and remained high to very high (CCC: V.7.3.2 = 0.89; V.7.3.36 = 0.95) during HS. Agreement for rumination time was very high regardless of software version in both TN (CCC: V.7.3.2 = 0.93; V.7.3.36 = 0.99) and HS (CCC: V.7.3.2 = 0.91; V.7.3.36 = 0.99). Overall, RW accurately quantified eating and ruminating time in confined cattle, and noseband sensors retained accuracy during heat stress. These results indicate RW may serve as a benchmark for future precision technology validations in dairy cattle managed in confinement systems.

摘要

精确监测采食行为有助于奶牛群的管理。鼻带传感器(瘤胃监测系统[RW];伊廷+霍赫有限公司)已被确立为评估放牧奶牛精确技术的自动化金标准,但更先进的算法尚未在圈养环境中得到验证。此外,关于环境条件对传感器性能的影响知之甚少。因此,在热中性(TN;21.0°C,相对湿度[RH]64.0%,温湿度指数[THI]=67)和热应激条件(HS;模拟昼夜模式的周期性日温度;0700 - 1900时:33.6°C,40.0%RH,THI = 83.5;1900 - 0700时:23.2°C,70.0%RH;THI = 70.3)下,使用两个版本的分析软件算法(RW Converter V.7.3.2和V.7.3.36)评估了RW在圈养环境中量化采食和反刍时间的准确性。9头单独饲养的荷斯坦×西门塔尔杂交阉牛佩戴了RW鼻带传感器。无论软件版本如何,RW报告的采食时间与视觉观察(1分钟扫描采样)之间的一致性在TN条件下都非常高(一致性相关系数[CCC]:V.7.3.2 = 0.91;V.7.3.36 = 0.94),在HS期间保持高到非常高(CCC:V.7.3.2 = 0.89;V.7.3.36 = 0.95)。无论软件版本如何,反刍时间的一致性在TN(CCC:V.7.3.2 = 0.93;V.7.3.36 = 0.99)和HS(CCC:V.7.3.2 = 0.91;V.7.3.36 = 0.99)条件下都非常高。总体而言,RW准确地量化了圈养牛的采食和反刍时间,并且鼻带传感器在热应激期间保持了准确性。这些结果表明,RW可作为未来在圈养系统中管理的奶牛精确技术验证的基准。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79f9/11365311/b87515643f29/fx1.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验