• Title/Summary/Keyword: 가축 관리

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Health Monitoring of Livestock using Neck Sensor based on Machine Learning (목걸이형 센서를 이용한 머신러닝 기반 가축상태 모니터링)

  • Lee, Woongsup;Park, Seongmin;Ban, Tae-Won;Kim, Seong Hwan;Ryu, Jongyeol;Sung, Kil-Young
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.11
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    • pp.1421-1427
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    • 2018
  • Due to the rapid development of Internet-of-Things technology, different types of smart sensors are now devised and deployed widely. These smart sensors are now used in animal husbandry which was traditionally managed by the experience of farmers, such that wearable sensors for livestock, and the smart farm which is equipped with multiple sensors are utilized to increase the efficiency of livestock management. Herein, we consider a scheme in which the body temperature and the level of activity are measured by smart sensor which is attached to the neck of dairy cattle and the health condition is monitored based on collected data. Especially, we find that the estrous of dairy cattle which is one of most important metric in milk production, can be predicted with high precision using various machine learning techniques. By utilizing the proposed prediction scheme, estrous of cattle can be detected immediately and this can improve the efficiency of cattle management.

두엄누리회보 제34호

  • Korea Organic Ferlizer Assocation
    • 두엄누리회보
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    • s.34
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    • pp.1-4
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    • 2006
  • 비료관리법 개정안 관련 관계자 회의/가축분뇨를 활용한 자연순환농업 추진대책(안)

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두엄누리회보 제43호

  • Korea Organic Ferlizer Assocation
    • 두엄누리회보
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    • s.43
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    • pp.1-4
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    • 2007
  • 친환경농업과 퇴비/가축분뇨의 관리 및 이용에 관한 법률 시행규칙 제정안 관련 협의/협회소식

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두엄누리회보

  • 한국부산물비료협회
    • 두엄누리회보
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    • s.26
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    • pp.1-4
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    • 2005
  • 퇴비 비료의 품질기준 - 가축분뇨 관리제도 개선을 위한 법령 정비방안 공청회 - 퇴비 공정규격 개선 관련 관계기관 합동 현지 점검

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두엄누리회보

  • 한국부산물비료협회
    • 두엄누리회보
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    • s.19
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    • pp.1-4
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    • 2004
  • 가축분뇨 관리. 이용대책 발표 - 문 답식으로 알아보는 악취방지법 - 생산능력검증 실시협의 - 친환경.유기축산 정착방안 정책세미나

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