Cargando…

Machine-Learning Techniques Can Enhance Dairy Cow Estrus Detection Using Location and Acceleration Data

SIMPLE SUMMARY: We investigated the feasibility of combing location, acceleration, and machine learning technologies to accurately detect dairy cows in estrus. An automatic data acquisition system was developed to continuously monitor the location and acceleration data of cow activities. Estrus indi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Jun, Bell, Matt, Liu, Xiaohang, Liu, Gang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7401617/ https://www.ncbi.nlm.nih.gov/pubmed/32650526 http://dx.doi.org/10.3390/ani10071160

Ejemplares similares

Plasma Protein Comparison between Dairy Cows with Inactive Ovaries and Estrus
por: Zhao, Chang, et al.
Publicado: (2019)

Possible causes and treatment strategies for the estrus and ovulation disorders in dairy cows
por: ENDO, Natsumi
Publicado: (2022)

Influence of Estrus on the Milk Characteristics and Mid-Infrared Spectra of Dairy Cows
por: Du, Chao, et al.
Publicado: (2021)

Efficiency evaluation of two estrus synchronization protocols in estrus response and conception rate of dairy cows in the Dalocha district, Ethiopia
por: Haile, Sharew Mekonnen, et al.
Publicado: (2023)

Pre-service ultrasonic and manual evaluation of the reproductive organs of dairy cows presumed to be in estrus
por: Hansar, Endris, et al.
Publicado: (2014)

Influence of Estrus on Dairy Cow Milk Exosomal miRNAs and Their Role in Hormone Secretion by Granulosa Cells
por: Liu, Wenju, et al.
Publicado: (2023)

Influence of lameness on follicular growth, ovulation, reproductive hormone concentrations and estrus behavior in dairy cows
por: Morris, M.J., et al.
Publicado: (2011)

Rumen-Reticular Temperature During Estrus and Ovulation Using Automated Activity Monitors in Dairy Cows
por: Burnett, Tracy A., et al.
Publicado: (2020)

Comparison of Metabolic Alterations in Serum and Milk Whey Between Inactive Ovaries and Estrus Dairy Cows
por: Zhao, Chang, et al.
Publicado: (2021)

Predicting Subclinical Ketosis in Dairy Cows Using Machine Learning Techniques
por: Satoła, Alicja, et al.
Publicado: (2021)

Estrus Detection Using Background Image Subtraction Technique in Tie-Stalled Cows
por: Higaki, Shogo, et al.
Publicado: (2021)

Possibility of Autonomous Estimation of Shiba Goat’s Estrus and Non-Estrus Behavior by Machine Learning Methods
por: Arakawa, Toshiya
Publicado: (2020)

Estrus Prediction Models for Dairy Gyr Heifers
por: Andrade, Valesca Vilela, et al.
Publicado: (2021)

Revisiting the Timing of Insemination at Spontaneous Estrus in Dairy Cattle
por: López-Gatius, Fernando
Publicado: (2022)

Prediction of the Spontaneous Estrus Expression Period Based on Large (≥10 mm) Follicle Numbers in Lactating Holstein Dairy Cows
por: Miura, Ryotaro, et al.
Publicado: (2023)

Pilot study investigating estrus length and estrus behavior in Norwegian Red cattle on a commercial dairy farm
por: Munthe-Kaas, Maien, et al.
Publicado: (2023)

Administration of GnRH at Onset of Estrus, Determined by Automatic Activity Monitoring, to Improve Dairy Cow Fertility during the Summer and Autumn
por: Roth, Zvi, et al.
Publicado: (2021)

Impact of polyherbal formulation oral administration on the estrus response, luteal activity, and oxidative stress in postpartum dairy cows with ovarian subfunction
por: Amin, Yahia A., et al.
Publicado: (2022)

The efficiency of vaginal temperature measurement for detection of estrus in Japanese Black cows
por: SAKATANI, Miki, et al.
Publicado: (2016)

Productive, reproductive, and estrus characteristics of different breeds of buffalo cows in Bangladesh
por: Harun-Or-Rashid, Mohammad, et al.
Publicado: (2019)

Comparative efficacy of different estrus synchronization protocols on estrus induction response, fertility and plasma progesterone and biochemical profile in crossbred anestrus cows
por: Dhami, A. J., et al.
Publicado: (2015)

Changes in the uterine metabolome of the cow during the first 7 days after estrus
por: Tríbulo, Paula, et al.
Publicado: (2018)

Reproductive Hormones Mediate Intestinal Microbiota Shifts during Estrus Synchronization in Grazing Simmental Cows
por: Wu, Donglin, et al.
Publicado: (2022)

Classifying Chewing and Rumination in Dairy Cows Using Sound Signals and Machine Learning
por: Abdanan Mehdizadeh, Saman, et al.
Publicado: (2023)

Reproductive performance of early- and late-calving dairy cows artificially inseminated after ovulation synchronization and estrous resynchronization or artificially inseminated after observed estrus
por: Moore, S.G., et al.
Publicado: (2021)

Relationship between ovarian ultrasonographic findings on the seventh post-estrus day and plasma progesterone concentration, nutritional metabolic factors, and pregnancy outcome in dairy cows
por: KAWAHARA, Naoya, et al.
Publicado: (2022)

Variability in Enteric Methane Emissions among Dairy Cows during Lactation
por: Hardan, Ali, et al.
Publicado: (2022)

Plasma concentrations of progesterone in the preceding estrous cycle are associated with the intensity of estrus and fertility of Holstein cows
por: Madureira, Augusto M. L., et al.
Publicado: (2021)

Assessment of a UWB Real Time Location System for Dairy Cows’ Monitoring
por: D’Urso, Provvidenza Rita, et al.
Publicado: (2023)

Can machine learning algorithms perform better than multiple linear regression in predicting nitrogen excretion from lactating dairy cows
por: Chen, Xianjiang, et al.
Publicado: (2022)

Contrasting Vaginal Bacterial Communities Between Estrus and Non-estrus of Giant Pandas (Ailuropoda melanoleuca)
por: Yue, Chanjuan, et al.
Publicado: (2021)

The Early Prediction of Common Disorders in Dairy Cows Monitored by Automatic Systems with Machine Learning Algorithms
por: Zhou, Xiaojing, et al.
Publicado: (2022)

Study on Factors Affecting Estrus Synchronization in Smallholder Dairy Farming Systems of Tigray, Northern Ethiopia
por: Kibre, Dagmawit, et al.
Publicado: (2022)

Estrus Detection in a Dairy Herd Using an Electronic Nose by Direct Sampling on the Perineal Region
por: Ali, Asmaa S., et al.
Publicado: (2022)

Increased accuracy of estrus prediction using ruminoreticular biocapsule sensors in Hanwoo (Bos taurus coreanae) cows
por: Kim, Daehyun, et al.
Publicado: (2023)

Can Moderate Levels of Organic Selenium in Dairy Cow Feed Naturally Enrich Dairy Products?
por: Azorín, Irene, et al.
Publicado: (2020)

Machine Learning to Detect Posture and Behavior in Dairy Cows: Information from an Accelerometer on the Animal’s Left Flank
por: Balasso, Paolo, et al.
Publicado: (2021)

Machine learning prediction of sleep stages in dairy cows from heart rate and muscle activity measures
por: Hunter, Laura B., et al.
Publicado: (2021)

An attempt at estrus detection in cattle by continuous measurements of ventral tail base surface temperature with supervised machine learning
por: HIGAKI, Shogo, et al.
Publicado: (2020)

A Three-day PGF(2α) Plus eCG-based Fixed-time AI Protocol Improves Fertility Compared with Spontaneous Estrus in Dairy Cows with Silent Ovulation
por: GARCIA-ISPIERTO, Irina, et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_lmqj4ddac2n8bkfa1fn7hqpnol