RT Journal Article T1 Estrus Detection and Optimal Insemination Timing in Holstein Cattle Using a Neck-Mounted Accelerometer Sensor System A1 Álvarez Torres, Jacobo A1 Acción Carro, Antía A1 López, Elio A1 Antelo, Carlota A1 Barrionuevo, Renato A1 Becerra González, Juan José A1 Peña Martínez, Ana Isabel A1 García Herradón, Pedro José A1 Quintela Arias, Luis Ángel A1 Yáñez, Uxía K1 Dairy cattle K1 Heat detection K1 Precision livestock farming K1 Reproductive performance K1 Ultrasonography AB This study aimed to evaluate the accuracy of the accelerometer-equipped collar RUMI to detect estrus in dairy cows, establish a recommendation for the optimal timing for artificial insemination (AI) when using this device, and characterize the blood flow of the dominant follicle (F) and the corpus luteum (CL) as ovulation approaches. Forty-seven cycling cows were monitored following synchronization with a modified G6G protocol, allowing for spontaneous ovulation. Ultrasound examinations were conducted every 12 h, starting 48 h after the second PGF2α dose, to monitor uterine and ovarian changes. Blood samples were also collected to determine serum progesterone (P4) levels. Each cow was fitted with a RUMI collar, which continuously monitored behavioral changes to identify the onset, offset, and peak of activity of estrus. One-way ANOVA assessed the relationship between physiological parameters and time before ovulation. Results showed that the RUMI collar demonstrated high specificity (100%), sensitivity (90.90%), and accuracy (93.62%) for estrus detection. The optimal AI window was identified as between 11.4 and 15.5 h after heat onset. Increased blood flow to the F and reduced luteal activity were observed in the 48 h prior to ovulation. Further research is needed to assess the influence of this AI window on conception rates, and if it should be modified considering external factors. PB MDPI SN 1424-8220 YR 2025 FD 2025-08-23 LK https://hdl.handle.net/10347/43286 UL https://hdl.handle.net/10347/43286 LA eng NO Álvarez, J.; Acción, A.; López, E.; Antelo, C.; Barrionuevo, R.; Becerra, J.J.; Peña, A.I.; Herradón, P.G.; Quintela, L.Á.; Yáñez, U. Estrus Detection and Optimal Insemination Timing in Holstein Cattle Using a Neck-Mounted Accelerometer Sensor System. Sensors 2025, 25, 5245. https://doi.org/10.3390/s25175245 NO J.A. holds a predoctoral contract funded by the Fundación Caixa Rural Tomás Notario Vacas (2024 call). U.Y. holds a postdoctoral contract funded by the Xunta de Galicia (Ref. ED481_033/2024). DS Minerva RD 8 jun 2026