Industry 4.0 and Precision Livestock Farming (PLF): An up to Date Overview across Animal Productions
出版年份 2022 全文链接
标题
Industry 4.0 and Precision Livestock Farming (PLF): An up to Date Overview across Animal Productions
作者
关键词
-
出版物
SENSORS
Volume 22, Issue 12, Pages 4319
出版商
MDPI AG
发表日期
2022-06-13
DOI
10.3390/s22124319
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Evaluation of an Active LF Tracking System and Data Processing Methods for Livestock Precision Farming in the Poultry Sector
- (2022) Camille Marie Montalcini et al. SENSORS
- Evaluation of the RumiWatch system as a benchmark to monitor feeding and locomotion behaviors of grazing dairy cows
- (2021) G.M. Pereira et al. JOURNAL OF DAIRY SCIENCE
- Real-Time Extensive Livestock Monitoring Using LPWAN Smart Wearable and Infrastructure
- (2021) Roberto Casas et al. Applied Sciences-Basel
- Random Forest Modelling of Milk Yield of Dairy Cows under Heat Stress Conditions
- (2021) Marco Bovo et al. Animals
- Consumer Perceptions of Precision Livestock Farming—A Qualitative Study in Three European Countries
- (2021) Caspar Krampe et al. Animals
- A Systematic Review on Validated Precision Livestock Farming Technologies for Pig Production and Its Potential to Assess Animal Welfare
- (2021) Yaneth Gómez et al. Frontiers in Veterinary Science
- What Are Sheep Doing? Tri-Axial Accelerometer Sensor Data Identify the Diel Activity Pattern of Ewe Lambs on Pasture
- (2021) Seer J. Ikurior et al. SENSORS
- Detecting Animal Contacts—A Deep Learning-Based Pig Detection and Tracking Approach for the Quantification of Social Contacts
- (2021) Martin Wutke et al. SENSORS
- Validation of the RumiWatch Converter V0.7.4.5 classification accuracy for the automatic monitoring of behavioural characteristics in dairy cows
- (2020) Matthias Steinmetz et al. ARCHIVES OF ANIMAL NUTRITION
- Internet of Things in arable farming: Implementation, applications, challenges and potential
- (2020) Andrés Villa-Henriksen et al. BIOSYSTEMS ENGINEERING
- A machine learning based decision aid for lameness in dairy herds using farm-based records
- (2020) Daniel Warner et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Technology and responsibility: a discussion of underexamined risks and concerns in Precision Livestock Farming
- (2020) Ian Werkheiser Animal Frontiers
- Machine learning based fog computing assisted data-driven approach for early lameness detection in dairy cattle
- (2020) Mohit Taneja et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Livestock classification and counting in quadcopter aerial images using Mask R-CNN
- (2020) Beibei Xu et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Evaluation of infrared thermography as a non-invasive method of measuring the autonomic nervous response in sheep
- (2020) Mhairi A. Sutherland et al. PLoS One
- A sensor-fusion-system for tracking sheep location and behaviour
- (2020) Keni Ren et al. International Journal of Distributed Sensor Networks
- An adaptive pig face recognition approach using Convolutional Neural Networks
- (2020) Mathieu Marsot et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- A Systematic Review of IoT Solutions for Smart Farming
- (2020) Emerson Navarro et al. SENSORS
- Animal Welfare Management in a Digital World
- (2020) Henry Buller et al. Animals
- A systematic literature review on the use of machine learning in precision livestock farming
- (2020) Rodrigo García et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- A survey on the 5G network and its impact on agriculture: Challenges and opportunities
- (2020) Yu Tang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Machine Learning Algorithms to Classify and Quantify Multiple Behaviours in Dairy Calves Using a Sensor: Moving beyond Classification in Precision Livestock
- (2020) Charles Carslake et al. SENSORS
- From Industry 4.0 to Agriculture 4.0: Current Status, Enabling Technologies, and Research Challenges
- (2020) Ye Liu et al. IEEE Transactions on Industrial Informatics
- New method to automatically evaluate the sexual activity of the ram based on accelerometer records
- (2019) René Mozo et al. SMALL RUMINANT RESEARCH
- Infrared thermography and behavioral biometrics associated with estrus indicators and ovulation in estrus-synchronized dairy cows housed in tiestalls
- (2019) H.J. Perez Marquez et al. JOURNAL OF DAIRY SCIENCE
- Farmers and their data: An examination of farmers’ reluctance to share their data through the lens of the laws impacting smart farming
- (2019) Leanne Wiseman et al. NJAS-WAGENINGEN JOURNAL OF LIFE SCIENCES
- WSMS: Wearable Stress Monitoring System based on IoT Multi-Sensor Platform for Living Sheep Transportation
- (2019) Cui et al. Electronics
- A generalised addictive model to characterise dairy cows’ responses to heat stress
- (2019) S. Benni et al. Animal
- From precision agriculture to Industry 4.0
- (2019) Leonello Trivelli et al. British Food Journal
- Development of sound-based poultry health monitoring tool for automated sneeze detection
- (2019) Lenn Carpentier et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Infrared thermography of agonistic behaviour in pigs
- (2019) Anik Boileau et al. PHYSIOLOGY & BEHAVIOR
- A Combined Offline and Online Algorithm for Real-Time and Long-Term Classification of Sheep Behaviour: Novel Approach for Precision Livestock Farming
- (2019) Jorge A. Vázquez-Diosdado et al. SENSORS
- Review: Precision livestock farming: building ‘digital representations’ to bring the animals closer to the farmer
- (2019) T. Norton et al. Animal
- Automated pig counting using deep learning
- (2019) Mengxiao Tian et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Validation of alternative behavioral observation methods in young broiler chickens
- (2019) L Ross et al. POULTRY SCIENCE
- Infrared Thermography—A Non-Invasive Method of Measuring Respiration Rate in Calves
- (2019) Gemma Lowe et al. Animals
- Classification of piglet (Sus Scrofa) stress conditions using vocalization pattern and applying paraconsistent logic Eτ
- (2019) Jonas Pereira da Silva et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Detection of aggressive behaviours in pigs using a RealSence depth sensor
- (2019) Chen Chen et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Ability evaluation of a voice activity detection algorithm in bioacoustics: A case study on poultry calls
- (2019) Alireza Mahdavian et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Automatic prediction of stress in piglets (Sus Scrofa) using infrared skin temperature
- (2019) Felipe Napolitano da Fonseca et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Outdoor animal tracking combining neural network and time-lapse cameras
- (2019) Mathieu Bonneau et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Recognition of aggressive episodes of pigs based on convolutional neural network and long short-term memory
- (2019) Chen Chen et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Real-time monitoring of broiler flock's welfare status using camera-based technology
- (2018) Alberto Peña Fernández et al. BIOSYSTEMS ENGINEERING
- A pilot study to detect coccidiosis in poultry farms at early stage from air analysis
- (2018) Guido Grilli et al. BIOSYSTEMS ENGINEERING
- Evaluation of a depth sensor for mass estimation of growing and finishing pigs
- (2018) Isabella C.F.S. Condotta et al. BIOSYSTEMS ENGINEERING
- A cluster-graph model for herd characterisation in dairy farms equipped with an automatic milking system
- (2018) Filippo Bonora et al. BIOSYSTEMS ENGINEERING
- Automatic cough detection for bovine respiratory disease in a calf house
- (2018) Lenn Carpentier et al. BIOSYSTEMS ENGINEERING
- Analysis of fieldwork activities during milk production recording in dairy ewes by means of individual ear tag (ET) alone or plus RFID based electronic identification (EID)
- (2018) M.G. Cappai et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Economic assessment of a smart traceability system (RFID+DNA) for origin and brand protection of the pork product labelled “suinetto di Sardegna”
- (2018) M.G. Cappai et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Categorising sheep activity using a tri-axial accelerometer
- (2018) Jamie Barwick et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Development of an early warning algorithm to detect sick broilers
- (2018) Xiaolin Zhuang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Model-based detection of pigs in images under sub-optimal conditions
- (2018) Johannes Brünger et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Short communication: Detection of lameness in dairy cows using a grooming device
- (2018) R. Mandel et al. JOURNAL OF DAIRY SCIENCE
- Estrous detection intensity and accuracy and optimal timing of insemination with automated activity monitors for dairy cows
- (2018) C.N.S. LeRoy et al. JOURNAL OF DAIRY SCIENCE
- Evaluation and validation of an automatic jaw movement recorder (RumiWatch) for ingestive and rumination behaviors of dairy cows during grazing and supplementation
- (2018) M. Rombach et al. JOURNAL OF DAIRY SCIENCE
- Evaluation of the RumiWatchSystem for measuring grazing behaviour of cows
- (2018) J. Werner et al. JOURNAL OF NEUROSCIENCE METHODS
- Energy partitioning by broiler breeder pullets in skip-a-day and precision feeding systems
- (2018) S H Hadinia et al. POULTRY SCIENCE
- Using Acceleration Data to Automatically Detect the Onset of Farrowing in Sows
- (2018) Imke Traulsen et al. SENSORS
- Surface temperature of ewes during estrous cycle measured by infrared thermography
- (2018) Ana Carolina Barros de Freitas et al. THERIOGENOLOGY
- A Survey on 5G Networks for the Internet of Things: Communication Technologies and Challenges
- (2018) Godfrey Anuga Akpakwu et al. IEEE Access
- Production planning of supply chains in the pig industry
- (2018) Esteve Nadal-Roig et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- A mobile and automated walk-over-weighing system for a close and remote monitoring of liveweight in sheep
- (2018) E. González-García et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Estimating pig weights from images without constraint on posture and illumination
- (2018) Kyungkoo Jun et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Automatic scoring of lateral and sternal lying posture in grouped pigs using image processing and Support Vector Machine
- (2018) Abozar Nasirahmadi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Behavior-induced health condition monitoring of caged chickens using binocular vision
- (2018) Linfang Xiao et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Mobile measuring system based on LabVIEW for pig body components estimation in a large-scale farm
- (2018) Chen Shi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Feeding behavior recognition for group-housed pigs with the Faster R-CNN
- (2018) Qiumei Yang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Feature Selection and Comparison of Machine Learning Algorithms in Classification of Grazing and Rumination Behaviour in Sheep
- (2018) Nicola Mansbridge et al. SENSORS
- Smart Animal Agriculture: Application of Real-Time Sensors to Improve Animal Well-Being and Production
- (2018) Ilan Halachmi et al. Annual Review of Animal Biosciences
- The evolution of production systems from Industry 2.0 through Industry 4.0
- (2017) Yong Yin et al. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
- Towards practical application of sensors for monitoring animal health: the effect of post-calving health problems on rumination duration, activity and milk yield
- (2017) Machteld Steensels et al. JOURNAL OF DAIRY RESEARCH
- Towards practical application of sensors for monitoring animal health; design and validation of a model to detect ketosis
- (2017) Machteld Steensels et al. JOURNAL OF DAIRY RESEARCH
- Automatic classification system for grazing, ruminating and resting behaviour of dairy sheep using a tri-axial accelerometer
- (2017) V. Giovanetti et al. Livestock Science
- Technology: The Future of Agriculture
- (2017) Anthony King NATURE
- Live weight gain, animal behaviour and urinary nitrogen excretion of dairy heifers grazing ryegrass–white clover pasture, chicory or plantain
- (2017) Long Cheng et al. NEW ZEALAND JOURNAL OF AGRICULTURAL RESEARCH
- Automatic oestrus detection system enables monitoring of sexual behaviour in sheep
- (2017) M. Alhamada et al. SMALL RUMINANT RESEARCH
- Image analysis to refine measurements of dairy cow behaviour from a real-time location system
- (2017) Bruno Meunier et al. BIOSYSTEMS ENGINEERING
- Online warning systems for individual fattening pigs based on their feeding pattern
- (2017) Jarissa Maselyne et al. BIOSYSTEMS ENGINEERING
- A software tool for the automatic and real-time analysis of cow velocity data in free-stall barns: The case study of oestrus detection from Ultra-Wide-Band data
- (2017) Claudia Arcidiacono et al. BIOSYSTEMS ENGINEERING
- Precision fish farming: A new framework to improve production in aquaculture
- (2017) Martin Føre et al. BIOSYSTEMS ENGINEERING
- Prediction of calving in dairy cows using a tail-mounted tri-axial accelerometer: A pilot study
- (2017) Stefanie Krieger et al. BIOSYSTEMS ENGINEERING
- Big Data in the construction industry: A review of present status, opportunities, and future trends
- (2016) Muhammad Bilal et al. ADVANCED ENGINEERING INFORMATICS
- Review: Milking robot utilization, a successful precision livestock farming evolution
- (2016) A. J. John et al. Animal
- A decision-tree model to detect post-calving diseases based on rumination, activity, milk yield, BW and voluntary visits to the milking robot
- (2016) M. Steensels et al. Animal
- Validation of a pressure sensor-based system for measuring eating, rumination and drinking behaviour of dairy cattle
- (2016) Salla Ruuska et al. APPLIED ANIMAL BEHAVIOUR SCIENCE
- Using sound technology to automatically detect the short-term feeding behaviours of broiler chickens
- (2016) A. Aydin et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Engineering to support wellbeing of dairy animals
- (2016) Gerardo Caja et al. JOURNAL OF DAIRY RESEARCH
- Technical note: The use of an accelerometer for measuring step activity and lying behaviors in dairy calves
- (2016) T.H. Swartz et al. JOURNAL OF DAIRY SCIENCE
- A validation of technologies monitoring dairy cow feeding, ruminating, and lying behaviors
- (2016) M.R. Borchers et al. JOURNAL OF DAIRY SCIENCE
- Automatic Recognition of Aggressive Behavior in Pigs Using a Kinect Depth Sensor
- (2016) Jonguk Lee et al. SENSORS
- Validation of automated electronic oestrus detection in sheep as an alternative to visual observation
- (2016) M. Alhamada et al. SMALL RUMINANT RESEARCH
- Automation devices in sheep and goat machine milking
- (2016) Manuel Alejandro SMALL RUMINANT RESEARCH
- Precision livestock farming technologies for welfare management in intensive livestock systems
- (2016) D. BERCKMANS REVUE SCIENTIFIQUE ET TECHNIQUE-OFFICE INTERNATIONAL DES EPIZOOTIES
- Lameness detection in dairy cattle: single predictor v. multivariate analysis of image-based posture processing and behaviour and performance sensing
- (2015) T. Van Hertem et al. Animal
- Image analysis method to evaluate beak and head motion of broiler chickens during feeding
- (2015) S. Abdanan Mehdizadeh et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- A real-time monitoring tool to automatically measure the feed intakes of multiple broiler chickens by sound analysis
- (2015) A. Aydin et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Technical note: Accuracy of an ear tag-attached accelerometer to monitor rumination and feeding behavior in feedlot cattle1
- (2015) B. Wolfger et al. JOURNAL OF ANIMAL SCIENCE
- Predictive models of lameness in dairy cows achieve high sensitivity and specificity with force measurements in three dimensions
- (2015) Jason Dunthorn et al. JOURNAL OF DAIRY RESEARCH
- Effect of automatic cluster removers on milking efficiency and teat condition of Manchega ewes
- (2015) J. Bueso-Ródenas et al. JOURNAL OF DAIRY SCIENCE
- Effect of automatic cluster removers (ACRs) on the milking of Murciano-Granadina goats during lactation
- (2015) G. Romero et al. SMALL RUMINANT RESEARCH
- Industry 4.0
- (2014) Heiner Lasi et al. Business & Information Systems Engineering
- Determining the emissivity of pig skin for accurate infrared thermography
- (2014) Dennis D. Soerensen et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Validation of a High Frequency Radio Frequency Identification (HF RFID) system for registering feeding patterns of growing-finishing pigs
- (2014) Jarissa Maselyne et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- A novel method to automatically measure the feed intake of broiler chickens by sound technology
- (2014) A. Aydin et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Cellular architecture and key technologies for 5G wireless communication networks
- (2014) Cheng-Xiang Wang et al. IEEE COMMUNICATIONS MAGAZINE
- Technical note: Evaluation of an ear-attached movement sensor to record cow feeding behavior and activity
- (2014) J.P. Bikker et al. JOURNAL OF DAIRY SCIENCE
- Effect of one automatic cluster remover (ACR) setting on milking efficiency on Murciano–Granadina goats
- (2014) J. Bueso-Ródenas et al. Livestock Science
- Mapping the Global Distribution of Livestock
- (2014) Timothy P. Robinson et al. PLoS One
- Detection of jumping and landing force in laying hens using wireless wearable sensors
- (2014) D. Banerjee et al. POULTRY SCIENCE
- Long term performance of RFID technology in the large scale identification of small ruminants through electronic ceramic boluses: Implications for animal welfare and regulation compliance
- (2014) M.G. Cappai et al. SMALL RUMINANT RESEARCH
- Effect of the settings of two automatic cluster removers (ACRs) on the milking efficiency of Manchega ewes
- (2014) J. Bueso-Ródenas et al. SMALL RUMINANT RESEARCH
- State-of-the-art of electronic identification techniques and applications in goats
- (2014) G. Caja et al. SMALL RUMINANT RESEARCH
- Machine vision to identify broiler breeder behavior
- (2013) Danilo F. Pereira et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Using data from electronic feeders on visit frequency and feed consumption to indicate tail biting outbreaks in commercial pig production1
- (2013) A. Wallenbeck et al. JOURNAL OF ANIMAL SCIENCE
- Influence of supplementation with corn dried distillers grains plus solubles to growing calves fed medium-quality hay on growth performance and feeding behavior1
- (2013) A. Islas et al. JOURNAL OF ANIMAL SCIENCE
- The use of infrared thermography as a non-invasive method for fever detection in sheep infected with bluetongue virus
- (2013) Ana C. Pérez de Diego et al. VETERINARY JOURNAL
- Lying patterns of high producing healthy dairy cows after calving in commercial herds as affected by age, environmental conditions and production
- (2012) Machteld Steensels et al. APPLIED ANIMAL BEHAVIOUR SCIENCE
- Effects of management and health on the use of activity monitoring for estrus detection in dairy cows
- (2012) S.P.M. Aungier et al. JOURNAL OF DAIRY SCIENCE
- Detection of hoof lesions using digital infrared thermography in dairy cows
- (2012) M. Alsaaod et al. JOURNAL OF DAIRY SCIENCE
- Assessment of an accelerometer system for detection of estrus and treatment with gonadotropin-releasing hormone at the time of insemination in lactating dairy cows
- (2012) A. Valenza et al. JOURNAL OF DAIRY SCIENCE
- Value of the clinical examination in diagnosing enzootic pneumonia in fattening pigs
- (2012) Heiko Nathues et al. VETERINARY JOURNAL
- Sensors for detecting and logging spatial distribution of urine patches of grazing female sheep and cattle
- (2010) Keith Betteridge et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Automated methods for detecting lameness and measuring analgesia in dairy cattle
- (2010) N. Chapinal et al. JOURNAL OF DAIRY SCIENCE
- Automation Systems for Farm Animals: Potential Impacts on the Human—Animal Relationship and on Animal Welfare
- (2009) Cécile Cornou ANTHROZOOS
- Long-term performance of visual and electronic identification devices in dairy goats
- (2009) S. Carné et al. JOURNAL OF DAIRY SCIENCE
- Exploring non-invasive methods to assess pain in sheep
- (2009) Solveig M. Stubsjøen et al. PHYSIOLOGY & BEHAVIOR
- Walk-through weighing of pigs using machine vision and an artificial neural network
- (2008) Y. Wang et al. BIOSYSTEMS ENGINEERING
- Is precision livestock farming an engineer's daydream or nightmare, an animal's friend or foe, and a farmer's panacea or pitfall?
- (2008) C.M. Wathes et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Changes in Feeding Behavior as Possible Indicators for the Automatic Monitoring of Health Disorders in Dairy Cows
- (2008) L.A. González et al. JOURNAL OF DAIRY SCIENCE
- Effect of providing light during incubation on the health, productivity, and behavior of broiler chickens
- (2008) G. S. Archer et al. POULTRY SCIENCE
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started