[1] DOS SANTOS C A,LANDIM N M D,DE ARAJO H X,et al.Automated systems for estrous and calving detection in dairy cattle[J].AgriEngineering,2022,4(2):475-482. [2] 王凯.奶牛的发情鉴定与管理[J].黑龙江动物繁殖,2015,23(4):11-12. WANG K.Estrus identification and management of dairy cows[J].Heilongjiang Journal of Animal Reproduction,2015,23(4):11-12.(in Chinese) [3] SANGSRITAVONG S,COMBS D K,SARTORI R,et al.High feed intake increases liver blood flow and metabolism of progesterone and estradiol-17β in dairy cattle[J].Journal of Dairy Science,2002,85(11):2831-2842. [4] PARR R A,DAVIS I F,MILES M A,et al.Liver blood flow and metabolic clearance rate of progesterone in sheep[J].Research in Veterinary Science,1993,55(3):311-316. [5] WILTBANK M,LOPEZ H,SARTORI R,et al.Changes in reproductive physiology of lactating dairy cows due to elevated steroid metabolism[J].Theriogenology,2006,65(1):17-29. [6] MARTINS A C,MOLLO M R,BASTOS M R,et al.Serum hormone concentrations of Zebu cows under low and high feed intake[J].Pesquisa Agropecuaria Brasileira,2008,43(2):243-247. [7] LOPEZ H,SATTER L D,WILTBANK M C.Relationship between level of milk production and estrous behavior of lactating dairy cows[J].Animal Reproduction Science,2004,81(3-4):209-223. [8] FRICKE P M,GIORDANO J O,VALENZA A,et al.Reproductive performance of lactating dairy cows managed for first service using timed artificial insemination with or without detection of estrus using an activity-monitoring system[J].Journal of Dairy Science,2014,97(5):2771-2781. [9] SMID A C,WEARY D M,VON KEYSERLINGK M A G.The influence of different types of outdoor access on dairy cattle behavior[J].Frontiers in Veterinary Science,2020,7:257. [10] LODKAEW T,PASUPA K,LOO C K.Cowxnet:An automated cow estrus detection system[J].Expert Systems with Applications,2023,211:118550. [11] BURNETT T A,KAUR M,POLSKY L,et al.Rumen-reticular temperature during estrus and ovulation using automated activity monitors in dairy cows[J].Frontiers in Veterinary Science,2020,7:597512. [12] VICENTINI R R,MONTANHOLI Y R,VERONEZE R,et al.Infrared thermography reveals surface body temperature changes during proestrus and estrus reproductive phases in Gyr heifers (Bos taurus indicus)[J].Journal of Thermal Biology,2020,92:102662. [13] STEVENSON J S.Daily activity measures and milk yield immediately before and after a fertile estrus and during the period of expected return to estrus after insemination in dairy cows[J].Journal of Dairy Science,2021,104(10):11277-11290. [14] MADKAR A,BORO P,ABDULLAH M.Estrus detection methods in dairy animals-advances and the prospects:A review[J].Agricultural Reviews,2022,43(3):362-367. [15] IACONO E,LUCCI M,MARI G,et al.Luteal blood flow and progesterone concentration during first and second postpartum estrous cycle in lactating dairy cows[J].Reproduction in Domestic Animals,2019,54(10):1341-1347. [16] HIGAKI S,DARHAN H,SUZUKI C,et al.An attempt at estrus detection in cattle by continuous measurements of ventral tail base surface temperature with supervised machine learning[J].Journal of Reproduction and Development,2021,67(1):67-71. [17] MACMILLAN K,BOYDA A,GOBIKRUSHANTH M,et al.Economic comparison of an ear tag automated activity monitor for estrus detection with timed-AI in Holstein heifers[J].Theriogenology,2021,175:155-162. [18] YANIZ J,LOPEZ-GATIUS F,BECH-SABAT G,et al.Relationships between milk production,ovarian function and fertility in high-producing dairy herds in North-Eastern spain[J].Reproduction in Domestic Animals,2008,43(s4):38-43. [19] SVEBERG G,REFSDAL A O,ERHARD H W,et al.Behavior of lactating Holstein-friesian cows during spontaneous cycles of estrus[J].Journal of Dairy Science,2011,94(3):1289-1301. [20] LAYEK S S,MOHANTY T K,KUMARESAN A,et al.Behavioural signs of estrus and their relationship to time of ovulation in Zebu (Sahiwal) cattle[J].Animal Reproduction Science,2011,129(3-4):140-145. [21] GAUDE I,KEMPF A,STRVVE K D,et al.Estrus signs in Holstein friesian dairy cows and their reliability for ovulation detection in the context of visual estrus detection[J].Livestock Science,2021,245:104449. [22] 宋亚攀,孙丽萍,郭爱珍,等.涂蜡笔方法在母牛发情鉴定中的应用[J].中国奶牛,2014,15:60-62. SONG Y P,SUN L P,GUO A Z,et al.Application of crayon method in estrus identification of cows[J].China Dairy Cattle,2014,15:60-62.(in Chinese) [23] WALKER W L,NEBEL R L,MCGILLIARD M L.Time of ovulation relative to mounting activity in dairy cattle[J].Journal of Dairy Science,1996,79(9):1555-1561. [24] SAINT-DIZIER M,CHASTANT-MAILLARD S.Potential of connected devices to optimize cattle reproduction[J].Theriogenology,2018,112:53-62. [25] BRITT J H,SCOTT R G,ARMSTRONG J D,et al.Determinants of estrous behavior in lactating Holstein cows[J].Journal of Dairy Science,1986,69(8):2195-2202. [26] PALMER M A,OLMOS G,BOYLE L A,et al.Estrus detection and estrus characteristics in housed and pastured Holstein-friesian cows[J].Theriogenology,2010,74(2):255-264. [27] XU Z Z,MCKNIGHT D J,VISHWANATH R,et al.Estrus detection using radiotelemetry or visual observation and tail painting for dairy cows on pasture[J].Journal of Dairy Science,1998,81(11):2890-2896. [28] HURNIK J F,KING G J,ROBERTSON H A.Estrous and related behaviour in postpartum Holstein cows[J].Applied Animal Ethology,1975,2(1):55-68. [29] TSAI D M,HUANG C Y.A motion and image analysis method for automatic detection of estrus and mating behavior in cattle[J].Computers and Electronics in Agriculture,2014,104:25-31. [30] GUO Y,ZHANG Z,HE D,et al.Detection of cow mounting behavior using region geometry and optical flow characteristics[J].Computers and Electronics in Agriculture,2019,163:104828. [31] WANG R,BAI Q,GAO R,et al.Oestrus detection in dairy cows by using atrous spatial pyramid and attention mechanism[J].Biosystems Engineering,2022,223:259-276. [32] REITH S,HOY S.Review:Behavioral signs of estrus and the potential of fully automated systems for detection of estrus in dairy cattle[J].Animal,2018,12(2):398-407. [33] ROELOFS J B,VAN EERDENBURG F J C M,HAZELEGER W,et al.Relationship between progesterone concentrations in milk and blood and time of ovulation in dairy cattle[J].Animal Reproduction Science,2006,91(3):337-343. [34] FRIGGENS N C,CHAGUNDA M G G.Prediction of the reproductive status of cattle on the basis of milk progesterone measures:Model description[J].Theriogenology,2005,64(1):155-190. [35] FRIGGENS N C,BJERRING M,RIDDER C,et al.Improved detection of reproductive status in dairy cows using milk progesterone measurements[J].Reproduction in Domestic Animals,2008,43:113-121. [36] SAINT-DIZIER M,CHASTANT-MAILLARD S.Towards an automated detection of oestrus in dairy cattle[J].Reproduction in Domestic Animals,2012,47(6):1056-1061. [37] ØSTERGAARD S,FRIGGENS N C,CHAGUNDA M G G.Technical and economic effects of an inline progesterone indicator in a dairy herd estimated by stochastic simulation[J].Theriogenology,2005,64(4):819-843. [38] 李蓝祁,刘江静,陈晓丽,等.奶牛发情期活动量变化规律研究[J].畜牧兽医学报,2018,49(7):1387-1393. LI L Q,LIU J J,CHEN X L,et al,Study on the activity alteration of dairy cow during estrus[J].Acta Veterinaria et Zootechnica Sinica,2018,49(7):1387-1393.(in Chinese) [39] 潘予琮,蒋林树,熊本海.奶牛产后首次发情行为变化规律及影响因素分析[J].中国畜牧杂志,2021,57(4):123-128. PAN Y C,JIANG L S,XIONG B H.Analiysis on the change rules and influencing factors of first estrus behavior in postpartum dairy cows[J].Chinese Journal of Animal Science,2021,57(4):123-128.(in Chinese) [40] AUNGIER S P,ROCHE J F,DUFFY P,et al.The relationship between activity clusters detected by an automatic activity monitor and endocrine changes during the periestrous period in lactating dairy cows[J].Journal of Dairy Science,2015,98(3):1666-1684. [41] GAILLARD C,BARBU H,SORENSEN M T,et al.Milk yield and estrous behavior during eight consecutive estruses in holstein cows fed standardized or high energy diets and grouped according to live weight changes in early lactation[J].Journal of Dairy Science,2016,99(4):3134-3143. [42] SILPER B F,MADUREIRA A M,KAUR M,et al.Short communication:Comparison of estrus characteristics in Holstein heifers by 2 activity monitoring systems[J].Journal of Dairy Science,2015,98(5):3158-3165. [43] KERBRAT S,DISENHAUS C.A proposition for an updated behavioural characterisation of the oestrus period in dairy cows[J].Applied Animal Behaviour Science,2004,87(3-4):223-238. [44] WANG J,ZHANG Y D,WANG J P,et al.Using machine-learning technique for estrus onset detection in dairy cows from acceleration and location data acquired by a neck-tag[J].Biosystems Engineering,2022,214:193-206. [45] ADENUGA A H,JACK C,OLAGUNJU K O,et al.Economic viability of adoption of automated oestrus detection technologies on dairy farms:A review[J].Animals (Basel),2020,10(7):1241. [46] ROELOFS J B,VAN EERDENBURG F J,SOEDE N M,et al.Pedometer readings for estrous detection and as predictor for time of ovulation in dairy cattle[J].Theriogenology,2005,64(8):1690-1703. [47] SCHILKOWSKY E M,GRANADOS G E,SITKO E M,et al.Evaluation and characterization of estrus alerts and behavioral parameters generated by an ear-attached accelerometer-based system for automated detection of estrus[J].Journal of Dairy Science,2021,104(5):6222-6237. [48] MADUREIRA A M,SILPER B F,BURNETT T A,et al.Factors affecting expression of estrus measured by activity monitors and conception risk of lactating dairy cows[J].Journal of Dairy Science,2015,98(10):7003-7014. [49] O'LEARY N W,BYRNE D T,O'CONNOR A H,et al.Invited review:Cattle lameness detection with accelerometers[J].Journal of Dairy Science,2020,103(5):3895-3911. [50] BEWLEY J M,BOYCE R E,HOCKIN J,et al.Influence of milk yield,stage of lactation,and body condition on dairy cattle lying behaviour measured using an automated activity monitoring sensor[J].Journal of Dairy Research,2010,77(1):1-6. [51] ZEBARI H M,RUTTER S M,BLEACH E C L.Characterizing changes in activity and feeding behaviour of lactating dairy cows during behavioural and silent oestrus[J].Applied Animal Behaviour Science,2018,206:12-17. [52] 王政,宋怀波,王云飞,等.奶牛运动行为智能监测研究进展与技术趋势[J].智慧农业(中英文),2022,4(2):36-52. WANG Z,SONG H B,WANG Y F,et al.Research progress and technology trend of intelligent morning of dairy cow motion behavior[J].Smart Agriculture,2022,4(2):36-52.(in Chinese) [53] SUTHAR V S,BURFEIND O,PATEL J S,et al.Body temperature around induced estrus in dairy cows[J].Journal of Dairy Science,2011,94(5):2368-2373. [54] PICCIONE G,CAOLA G,REFINETTI R.Daily and estrous rhythmicity of body temperature in domestic cattle[J].BMC Physiology,2003,3:7. [55] WANG S L,ZHANG H L,TIAN H Z,et al.Alterations in vaginal temperature during the estrous cycle in dairy cows detected by a new intravaginal device-a pilot study[J].Tropical Animal Health and Production,2020,52(5):2265-2271. [56] ANDERSSON L M,OKADA H,MIURA R,et al.Wearable wireless estrus detection sensor for cows[J].Computers and Electronics in Agriculture,2016,127:101-108. [57] HIGAKI S,MIURA R,SUDA T,et al.Estrous detection by continuous measurements of vaginal temperature and conductivity with supervised machine learning in cattle[J].Theriogenology,2019,123:90-99. [58] RANDI F,MCDONALD M,DUFFY P,et al.The relationship between external auditory canal temperature and onset of estrus and ovulation in beef heifers[J].Theriogenology,2018,110:175-181. [59] MISHRA S.Physiological Response of Cattle to Climatic Stress,Impact of Climate Change on Livestock Health and Production[M].Carabas:CRC Press,2022. [60] FREI A,EVANS N P,KING G,et al.Associations between cow-level parameters and heart rate variability as a marker of the physiological stress response in dairy cows[J].Journal of Dairy Research,2022,89(3):265-270. [61] SCHVTZ K,COX N,CAVE V,et al.Effects of changing milking and feeding times on the behaviour,body temperature,respiration rate and milk production of dairy cows on pasture[J].Applied Animal Behaviour Science,2023,261:105895. [62] KIDDY C A.Variation in physical activity as an indication of estrus in dairy cows[J].Journal of Dairy Science,1977,60(2):235-243. [63] LEWIS G,NEWMAN S.Changes throughout estrous cycles of variables that might indicate estrus in dairy cows[J].Journal of Dairy Science,1984,67(1):146-152. [64] SCHLVNSEN D,ROTH H,SCHÖN H,et al.Automatic health and oestrus control in dairy husbandry through computer aided systems[J].Journal of Agricultural Engineering Research,1987,38(4):263-279. [65] JORQUERA-CHAVEZ M,FUENTES S,DUNSHEA F R,et al.Modelling and validation of computer vision techniques to assess heart rate,eye temperature,ear-base temperature and respiration rate in cattle[J].Animals (Basel),2019,9(12):1089. [66] SHABAAN M,ARSHID K,YAQUB M,et al.Survey:Smartphone-based assessment of cardiovascular diseases using ecg and ppg analysis[J].BMC Medical Informatics Decision Making,2020,20(1):177. [67] SALZER Y,LIDOR G,ROSENFELD L,et al.Technical note:A nose ring sensor system to monitor dairy cow cardiovascular and respiratory metrics[J].Journal of Animmal Science,2022,100(9):skac240. [68] 张庆茹.动物生理学[M].北京:中国农业科学技术出版社,2007. ZHANG Q R.Animal Physiology[M].Beijing:China Agricultural Science and Technology Press,2007.(in Chinese) [69] 石萍,喻洪流.光电容积描记技术原理及其应用[J].生物医学工程学杂志,2013,30(4):899-904. SHI P,YU H B.Principles of photoplethysmography and its applications in physiological measurements[J]. Journal of Biomedical Engineering,2013,30(4):899-904.(in Chinese) [70] 陈桂鹏,郑立平,严志雁,等.基于cc2541的生猪光电式心率测量方法研究[J].南方农业学报,2017,48(7):1297-1303. CHEN G P,ZHENG L P,YAN Z Y,et al.Photoelectric heart rate measuring method for pig based on CC2541[J].Journal of Southern Agriculture,2017,48(7):1297-1303.(in Chinese) [71] EIGENBERG R A,HAHN G L,NIENABER J A,et al.Development of a new respiration rate monitor for cattle[J].Transactions of the Asae,2000,43(3):723-728. [72] MILAN H F M,MAIA A S C,GEBREMEDHIN K G.Technical note:Device for measuring respiration rate of cattle under field conditions[J].Journal of Animal Science,2016,94(12):5434-5438. [73] STRUTZKE S,FISKE D,HOFFMANN G,et al.Technical note:Development of a noninvasive respiration rate sensor for cattle[J].Journal of Dairy Science,2019,102(1):690-695. |