• Title/Summary/Keyword: Rumination

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Automatic identification and analysis of multi-object cattle rumination based on computer vision

  • Yueming Wang;Tiantian Chen;Baoshan Li;Qi Li
    • Journal of Animal Science and Technology
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    • v.65 no.3
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    • pp.519-534
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    • 2023
  • Rumination in cattle is closely related to their health, which makes the automatic monitoring of rumination an important part of smart pasture operations. However, manual monitoring of cattle rumination is laborious and wearable sensors are often harmful to animals. Thus, we propose a computer vision-based method to automatically identify multi-object cattle rumination, and to calculate the rumination time and number of chews for each cow. The heads of the cattle in the video were initially tracked with a multi-object tracking algorithm, which combined the You Only Look Once (YOLO) algorithm with the kernelized correlation filter (KCF). Images of the head of each cow were saved at a fixed size, and numbered. Then, a rumination recognition algorithm was constructed with parameters obtained using the frame difference method, and rumination time and number of chews were calculated. The rumination recognition algorithm was used to analyze the head image of each cow to automatically detect multi-object cattle rumination. To verify the feasibility of this method, the algorithm was tested on multi-object cattle rumination videos, and the results were compared with the results produced by human observation. The experimental results showed that the average error in rumination time was 5.902% and the average error in the number of chews was 8.126%. The rumination identification and calculation of rumination information only need to be performed by computers automatically with no manual intervention. It could provide a new contactless rumination identification method for multi-cattle, which provided technical support for smart pasture.

Variability of the Rumination-Behaviour in Strrrs fed a Constant Amount of Hay (목건초의 정량급여시 소 반추행동의 변이성)

  • ;Minoru Otha
    • Journal of The Korean Society of Grassland and Forage Science
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    • v.8 no.3
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    • pp.68-76
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    • 1988
  • The variation of rumination response in steers fed a same amount of orcharugrass hay was investigated. With three steers (6, 12, 24 months) of the Japanese Black Breed, rumination behaviour was measured continuously during a 5 days period by masseter EMG telemetry system. The results are summarized as follows: 1. The average daily rumination time of respective animals were 438,447 and 433 min. with small daily variation both within and among animal. But the rumination time per DM kg of hay consumed varied from 66 to 138 min., and calf spent longer than older calf. 2. Actural chewing time showed small variation, and percentage of actural chewing time spent in rumination time was from 88 to 93% on individual average. 3. The daily number of chewing in rumination was approximately 25,000 to 30,000 with large individual differences. The chews per DM kg intake varied from 3,800 to 9,600, and calf chewed more than older calf. 4. The average rate of chewing per 100 sec. (chewing speed), there was a large difference between animals i.e. 104, 114, 131 respectively, but very little variance between days in individual. 5. No relation between day to day variations in eating time and rumination behavior, but significantly positive correlation was observed in the relation among rumination time, chewing time, No. of boluses and No. of chews. 6. Active time of day in rumination altered considerably day to day, but variation in the amount of rumination per day as expressed by the rumination time was relatively small.

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STUDY ON THE UTILIZATION OF RICE STRAW BY SHEEP 2. THE EFFECT OF SOYBEAN MEAL SUPPLEMENTATION ON THE EATING AND RUMINATION BEHAVIOR

  • Warly, L.;Matsui, T.;Harumoto, T.;Fujihara, T.
    • Asian-Australasian Journal of Animal Sciences
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    • v.5 no.4
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    • pp.695-698
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    • 1992
  • Three Japanese Corriedale wethers were used in a $3{\times}3$ latin square design to determine the effect of soybean meal (SBM) supplementation on the eating and rumination behavior in sheep fed rice straw as a basal diet. Soybean meal was supplemented at three levels of 0 (control), 75 g and 150 g/day. Soybean meal supplementation had no significant effect on the daily time spent eating and rumination, whereas the rate of eating of rice straw was significantly faster (p<0.05) in sheep fed SBM-supplemented diets than in sheep fed control diet. However, when expressed per 100 g of neutral detergent fibre (NDF) intake, daily rumination time of sheep fed 75 and 150 g of SBM-supplemented diets was greatly reduced (p<0.01). The length of each rumination period, daily number of rumination periods and number of boli regurgitated were about constant for all SBM levels. Cyclic rate (rumination time per daily number of boli regurgitated) and rumination index (rumination time per 100 g of dry matter eaten) were significantly decreased (p<0.05) by SBM supplementation. The number of chews per bolus was not affected, whereas the bolus time reduced (p<0.05) and the rate of chewing during rumination was increased (p<0.05) by SBM supplementation.

Feeding Behavior of Pregnant Dairy Heifers during Last Trimester under Loose Housing System

  • Das, Kalyan Sundar;Das, N.
    • Asian-Australasian Journal of Animal Sciences
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    • v.20 no.9
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    • pp.1402-1406
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    • 2007
  • Thirty pregnant heifers (Jersey, Holstein Friesian and Hariana) were divided into three groups (10 animals/group) according to their stage of pregnancy viz. seven-month (181-210 days) pregnancy (SMP), eight-month (211-240 days) pregnancy (EMP) and nine-month (241-280 days) pregnancy (NMP) group. Time spent in various feeding activities (eating fodder, eating concentrate, standing rumination, sitting rumination and drinking) by each animal in the three pregnant groups was recorded in four different sessions (each session of 24 h per week). The time spent eating concentrate, eating fodder, standing rumination, sitting rumination and drinking was 61.4, 271.3, 84.6, 367.6 and 10.6 min/day, respectively in the SMP group; 52.7, 289.5, 103.3, 345.8 and 9.2 min/day, respectively in the EMP group and 65.0, 277.7, 138.1, 291.0 and 9.8 min/day, respectively in the NMP group. The animals in the EMP group spent significantly (p<0.01) more time on eating fodder and concentrate compared to the animals in SMP and NMP groups. The pregnant heifers preferred rumination in standing posture in comparison to sitting posture. The time spent on standing rumination was significantly higher in the NMP group whereas the time spent on sitting rumination was significantly lower in this group. Except for the sitting rumination activity, all the other activities were predominant in daytime compared to night time; the diurnal variation was significant (p<0.01) for all the activities.

Variability of the Rumination-Behaviour in Steers fed a Constant Amount of Hay (牧乾草의 定量給與時 소 反芻行動의 變異性)

  • Jeon, Byong-Tae;Otha, Minoru
    • Journal of The Korean Society of Grassland and Forage Science
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    • v.8 no.2
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    • pp.68-76
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    • 1988
  • The variation of rumination response in steers fed a same amount of orcharograss hay was investigated. With three steers (6, 12, 24 months) of the Japanese Black Breed, rumination behaviour was measured continuously during a 5 days period by masseter EMG telemetry system. The results are summarized as follows: 1. The average daily ruminatio time of respective animals were 438,447 and 433 min. with small daily variation both within and among animal. But the rumination time per DM kg of hay consumed varied from 66 to 138 min., and calf spent longer than older calf. 2. Actural chewing time showed small variation, and percentage of actural chewing time spent in rumination time was from 88 to 93% on individual average. 3. The daily number of chewing in rumination was approximately 25,000 to 30,000 with large individual differences. The chews per DM kg intake varied from 3,800 to 9,600, and calf chewed more than older calf. 4. The average rate of chewing per 100 sec. (chewing speed), there was a large difference between animals I.e. 104, 114, 131 respectively, but very little variance between days in individual. 5. No relation between day to day variations in eating time and rumination behavior, but significantly positive correlation was observed in the relation among rumination time, chewing time, No. of boluses and No. of chews. 6. Active time of day in rumination altered considerably day to day, but variation in the amount of rumination per day as expressed by the rumination time was relatively small.

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EATING AND RUMINATION BEHAVIOUR IN SHEEP FED A HAY DIET WITH AN ORAL SUPPLEMENT OF UREA

  • Fujihara, T.;Ichinohe, T.;Harumoto, T.
    • Asian-Australasian Journal of Animal Sciences
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    • v.7 no.4
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    • pp.527-530
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    • 1994
  • The effect of orally supplemented urea on eating and rumination behaviour of sheep fed a low-quality hay was investigated in this study. Daily time spent eating was not influenced by ruminal addition of urea, thus the eating rate (g DM/min) also did not change with urea supplementation. The rumination appearance (the lag time after eating) tended to be shorted with urea supplement than without supplement, but not significantly (p>0.05). Daily time spent ruminating was in the range of 600-630 min/d, and rumination index (ruminating time/100 g DM ingested) was 85 min. on the average for all the treatments, but there were no significant differences among the values in each treatment. Daily number of rumination periods tended to be smaller with urea supplement than with no urea, but not significantly (p>0.05), and cyclic rate was almost constant in all the treatments. From these results, it may be concluded that an administration of urea in sheep receiving hay diet could have little effect on eating and rumination behaviour, when it was given at two times a day.

Exposure Frequency of Job Related Trauma Types and PTSD Symptoms of Firefighters : The Moderating Effect of Anger Rumination (소방공무원의 직무관련 외상 유형에 노출된 빈도가 PTSD에 미치는 영향 : 분노반추의 조절 효과)

  • Jo, Insung;Sung, Gyhye;Lee, Kangsoo
    • Anxiety and mood
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    • v.14 no.1
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    • pp.1-6
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    • 2018
  • Objective : This study aimed at investigating the relationship between exposure frequency of job related trauma types and the PTSD symptoms severity of firefighters, in relation to the moderating effect that anger rumination plays in the association between those of them. Methods : We examined data from 116 firefighters from Gyeonggi-do. The following instruments were applied: the Life Events Checklist (LEC), the Korean version of the Anger Rumination Scale (K-ARS) and the Primary Care PTSD screen (PC-PTSD). Results : A higher exposure frequency of job related trauma types was associated with severe PTSD symptoms; we discovered, however, that anger rumination exacerbated their relationship. Conclusion : This study showed that anger rumination is one of the variables to exacerbate PTSD symptoms in firefighters. Therefore, the study emphasizes the need to consider the level of anger rumination when running a program to predict or mitigate PTSD symptoms in firefighters.

The Relationship between Personality, Posttraumatic Cognition, Event-Related Rumination, Posttraumatic Disorder(PTSD) Symptoms and Posttraumatic Growth(PTG): Based on the Posttraumatic Growth Model (성격 5요인, 외상 후 인지, 사건관련 반추, PTSD 증상, 외상 후 성장의 관계: 외상 후 성장모델을 중심으로)

  • Lee, Dong Hun;Lee, Su Yeon;Yun, Ki Won;Choi, Su Jung;Kim, si Hyeong
    • Korean journal of psychology:General
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    • v.36 no.2
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    • pp.241-270
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    • 2017
  • In this study we investigated the structural relationship between the Big Five personality traits which is a pretrauma characteristic, posttraumatic cognition, rumination, posttraumatic growth(PTG), and posttraumatic stress disorder(PTSD) symptoms. The participants were 1,000 adults who experienced traumatic event. For statistical analysis we set the research model with the Big Five personality traits affecting deliberate rumination through posttraumatic cognition and intrusive rumination. Competing model was set without the path from intrusive rumination to deliberate rumination. The results indicated that rumination and posttraumatic cognition did not mediate the relationship between extraversion, agreeableness, conscientiousness and PTG, PTSD symptoms. Second, there was a mediating effect of intrusive rumination between openness to experience and PTSD symptoms. Moreover, the pathway to intrusive rumination, deliberate rumination, and PTG from openness to experience was also significant. Third, the pathway to posttraumatic cognition, event-related rumination, and both PTSD symptoms and PTG from neuroticism was significant. These results support the cognitive process of PTG model In the end we discussed the implication and limitations of the study.

The Relationship Between the Married Middle-aged Women's Life Stress and Depression -The Mediating Effects of Distress Tolerance and Rumination- (중년 기혼 여성의 생활스트레스와 우울의 관계 -고통감내력과 반추의 매개효과-)

  • Kim, Eun-Suk;Chung, Eun-Jung
    • The Journal of the Korea Contents Association
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    • v.19 no.4
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    • pp.638-650
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    • 2019
  • This study collected 328 self-reporting questionnaires from the married middle-aged women residing in Seoul, Gyeonggi and Daejeon province to explore the mediating effects between distress tolerance and rumination in the relations of life stress and depression. SPSS 20.0 and AMOS 20.0 were used to analyze descriptive statistics, correlation, and structural equation. Following is the summarizaton of the study. First, the life stress showed a significant positive correlation with rumination and depression, and meaningful negative correlation wiith distress tolerance. Also, it showed negative correlation with distress tolerance and rumination. Second, each distress tolerance and rumination showed meaningful mediating effects in the relations of life stress and depression. Third, dual mediating effect of distress tolerance and rumination is showed meaningful in the relations of life stress and depression. Based on the results above, we verified that three variables, life stress, distress tolerance and rumination, affect depression significantly in married middle-aged women and discussed the significance of this result, limitations and suggestions for future studies.

EFFECTS ON EATING AND RUMINATION BEHAVIOUR IN SHEEP OF FORMIC ACID AND FORMALDEHYDE TREATMENT AND METHIONINE-SUPPLEMENTATION TO LADINO CLOVER FIBROUS RESIDUE SILAGE

  • Fujihara, T.;Ichinohe, T.;Nakao, T.
    • Asian-Australasian Journal of Animal Sciences
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    • v.8 no.5
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    • pp.477-480
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    • 1995
  • The effects of formic acid and formaldehyde treatment and methionine supplementation to ladino clover fibrous residue silage on eating and rumination behaviour were studied in sheep. From the ladino clover fibrous residue, two silage were prepared, either untreated or treated with formic acid and formaldehyde. Four experimental diets: untreated silage, treated silage, untreated silage with supplementation of methionine and treated silage with supplementation of methionine, were offered to four sheep at a restricted level of DM intake (2% of BW/d) twice daily in a two-way layout design. Methionine supplementation with the treated silage significantly (p < 0.05) reduced daily time spent eating, and consequently, markedly increased rate of eating. However, there was little effect of methionine supplementation on the daily time spent eating and eating rate for sheep offered untreated silage. Methionine supplementation with the treated silage reduced daily time spent ruminating, although the same effect was not observed for untreated silage. The rumination index (time spent ruminating/100 g DM eaten) was remarkably smaller (p < 0.05) with methionine supplement in feeding treated silage, although it did not differ for sheep offered untreated silage. There were no clear effect of methionine supplementation on the rumination efficiency (i.e. number of chews/bolus, bolus time and rumination chewing rate) both feeding untreated silage and treated silage.