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Organisation >> Agrar- und Ernährungswissenschaftliche Fakultät >> Institut für Tierzucht und Tierhaltung >>

Behavioural Informatics in Livestock Husbandry

	2025 "Deep-learning-based quantification of sow activity during farrowing." "MS-SowPerf+": a novel tool for reproductive performance assessment in sow replacement Focus on animal welfare: Results of a survey of piglet producers in northern Germany on the transformation procecc in sow husbandry, Multistage Eartag Detection–Entwicklung eines KI-basierten Ansatzes zur automatischen Einzeltier-identifikation mittels Ohrmarken beim Schwein. Multistage pig identification using a sequential ear tag detection pipeline. Supporting rotational grazing systems with virtual fencing paddock transitions, beef heifer performance, and stress reponse.
	2024 AI-based Analysis of Video Images from Farrowing Pens – Comparison of State-of-the-art Object Detection Methods in the Context of Heterogeneous Pen Structures Data-based and welfare-oriented reproductive performance assesment for application in commercial pig farms Detecting tail biters by monitoring pig screams in weaning pigs DigiSchwein - Cross Innovation und Digitalisierung in der tiergerechten Schweinehaltung unter Berücksichtigung des Ressourcenschutzes [online]. Leistungs- und Digital documentation of treatment data and their relation to breed and per-formance parameters of sows. Entwicklung eines vielfältigen und anspruchsvollen Benchmark-Datensatzes für die De tektion von Schweinen in Bildern Erdrückungsrisiko minimieren: Automatisierte Videoanalyse von Positionswechseln bei Sauen Exposing tail biters by automatic scream detection How should one design and position straw feeders in group-housed horses? A case study on occupancy and agonistic interactions at straw feeders in a large group of horses Image-based Tail Posture Monitoring of Pigs Implementierung eines Noisy-Student-Ansatzes zur Verbesserung der automatischen De tektionsleistung bei Ferkeln Innovative Gruppenhaltung im Deckzentrum: Untersuchung von Tierwohl und Verhalten in einer vorgeschalteten Arena mit Außenauslaf. Measures to affect the elimination behaviour of fattening pigs in a conventional housing system Möglichkeiten des K.I.-gestützten Geburtsmonitorings. Noisy-student piglet detection - an approach for the automatic data generation to increase object detection performance. PigDetect: a diverse and challenging benchmark dataset for the detection of pigs in images. Positive effect of nesting material on crushing losses in free farrowing pens with short-term fixation. Positive Effekte von organischem Nestbaumaterial auf Erdrückungsverluste in Bewegungsbuchten mit Kurzzeit-Fixierung Possibilities of using automatic video image analysis for monitoring and assessment of pig behavior and health in the field of farrowing The confidence ratio: an approach to calculate the confidential learning of the vir-tual fencing system Tierwohl in der Wertschöpfungskette Schwein Towards automatic farrowing monitoring - A Noisy Student approach for improving detecting performance of newborn piglets Training cattle for virtual fencing: Different approaches to determine learning success Untersuchung von Konzepten einer Gruppenhaltung im Deckzentrum mit Blick auf Wohlbefinden und Verhalten von Sauen Untersuchung von Konzepten einer Gruppenhaltung im Deckzentrum mit Blick auf Wohlbefinden und Verhalten von Sauen Use of an outdoor run by gattening pigs kept in large group housing systems with announced acces through computer-controlled gates Use of an outdoor run by grouphoused sows in the mating area depending on weather conditions. Use of insect pest thresholds in oilsee rape and cereals: is it worth it? Use of organic material provided by an automatic enrichment device by weaner pics and its influence on tail lesions Use of orgnic nest-building material in free-farrowing pens with short term fixation Weaner pigs: well occupied by automatic enrichment? Welfare of group-housed sows in the mating area
	2023 A note on sows' behaviour towards humans during lactation in farrowing pens with short-term fixation and its effects on piglet mortality Active Learning zur automatischen Videobildauswertung beim Schwein. Adrenal glands as a potential animal welfare indicator in pigs An Approach towards a practicable assessment of Neonatal Piglet Body Core temperature Using Automatic Object Detection Based on Thermal Images Animal performance and meat quality of two slow-growing chicken genotypes fed insects reared on municipal organic waste Are biters sick? Health status of tail biters in comparison to control pigs Automatisierte Verhaltenserfassung beim Schwein Comparison of different measuring devices of ammonia and evaluation of their suitability to assess animal welfare in pics Comparison of physiological and ethological indicators and rein tension in headshakers and control horses in riding tests Entwicklung eines Monitoringsystems für die Geburtsüberwachung bei Sauen. Grid grazing: A case study on the potential of combining virtual fencing and remote sensing for innovative gräzing management on a grid base Identifying early indicators of tail biting in pigs by variable selection usiung partial least squares regression Implementation of a deep learning based system for monitoring farrowing in sows. Measuring welfare in rearing piglets: Test-retest reliability of selected animal-based indicators Monitoring animal movements by virtual fencing collars – a comparison of different GPS intervals. Nebennieren als potentieller Tierwohlindikator bei Schweinen Old breeds, new solutions? Effect of two different traditional sire breeds of skin lesions, tail lesions, tail slosses, performance and behaviour of rearing pics Pre-purchase examination of the horse - interobserver reliability Prediction of tail biting in pigs using partial least squares regression and artificial neural networks Randomised controlled trial on prophylaxis of Mastitis-Metritis-Agalctia Syndrome in swine useng Caulophyllumg Logoplex and Lachesis Logoplex Smart Pig Farming: Digitale Assistenzsysteme zur automatisierten Tierbeobachtung in der Schweinehaltung – Ein Blick in die Praxis und das Verbundprojekt Experimentierfeld „DigiSchwein“ Smarte Abferkelbuchten – Automatisierte Datenerfassung bei Sauen im geburtsnahen Zeitraum Smarte Abferkelung – KI-gestütztes Monitoring des Geburtsprozesses bei Sauen. Solutions and prospects for Digital Documentation of Treatment Data On-Farm Sows' pre- and post-crate opening behaviour in farrowing pens with different opening times Test-retest-reliability of the AWIN welfare assessment protocol for sheep on farms in Northern Germany The visibility of the invisible: analysing helfers reactions while learning the virtual fence system. Tierwohl in der zukünftigen Schweinehaltung – wie kann Digitalisierung unterstützen? Usage of outdoor runs and defaecation behaviour of fattening pigs Use of digital passive infrared motion detetector in piglet rearing for the identification of animal activity Use of insect pest thresholds in oilsee rape and cereals: is it worth it? Use of organic nest-building material in free-farrowing pens with short term fixation. Welfare of group-housed sows in the mating area.
	2022 A Comparative Analysis of Plant-Based Milk Alternatives Part 2: Environmental impacts. Behaviour of Horses Stabled in a Large Group at Essential Resources (Watering Point and Lying Halls). Characteristics of thermal images of the mammary gland and of performance in sows differing in health status and parity Comparative Analysis of Plant-Based Milk Alternatives Part 1: Composition, Sensory, and Nutritional Value Comparison of the Current Situation of Equine Headshaking Syndrome in France and Switzerland Based on an Online Survey Development of a new grading system to assess the foster performance of lactating sows. Estimating risk probabilities for sickness from behavioural patterns to identify health challenges in dairy cows with multivariate cumulative sum control charts Heifers don’t care: no evidence of negative impact on animal welfare of growing heifers when using virtual fences compared to physical fences for grazing Network analysis of tail-biting in pigs – the impact of missed biting events on centrality parameters Presentation of the Hermann von Nathusius Medal to Prof. Dr. Hans Rudolf Fries, Freising on the Occasion of the Congress on Breeding and Keeping Cattle and Pigs on 6th October 2021 in Berlin Short Communication: Phenotypic relationship between organ lesions and carcass performance traits recorded in different abattoirs. Short-term fixation of sows in farrowing pens using different opening procedures. Tail posture as an early indicator of tail biting - a comparison of animal and pen level in weaner pigs
	2021 A promising approach towards precise animal weight monitoring using convolutional neural networks. An Information-Theoretic Approach to Detect the Associations of GPS-Tracked Heifers in Pasture Automatic Behavior and Posture Detection of Sows in Loose Farrowing Pens Based on 2D-Video Images Convolutional neuronal networks reveal promising performance in non-invasive pig weight monitoring Detecting Animal Contacts—A Deep Learning-Based Pig Detection and Tracking Approach for the Quantification of Social Contacts. Development of a new selection index for assessing the rearing performance of lactating sows. Effects of different housing systems during suckling an rearing period on skin and tail lesions, tail losses and performance of growing and finishing pigs Effects of the farrowing and rearing system on skin lesions, tail lesions and losses of piglets Grazing behaviour of pregnant dairy heifers depending on pasture growth. Infrared Thermography of the mammary gland in sows with regard to health and performance The course of parturition and periparturient behaviour of sows to predict the expulsion of a piglet
	2020 "HerdGPS-Preprocessor"-A Tool to Preprocess Herd Animal GPS Data; Applied to Evaluate Contact Structures in Loose-Housing Horses. A life cycle assessment study of dairy farms in northern Germany: The influence of performance parameters on environmental efficiency. A life cycle assessment study of dairy farms in northern Germany: The influence of performance parameters on environmental efficiency. Analysing the space-usage-pattern of a cow herd using video surveillance and automated motion detection Animal Welfare Assessment in Sows and Piglets—Introduction of a New German Protocol for Farm’s Self-Inspection and of New Animal-Based Indicators for Piglets. Artificial vs conventional rearing of pigs: tail lesions and losses, skin lesions and performance. Automated sickness detection in dairy cattle using multivariate cumulative sum control charts. Automatic body position and behaviour detection os sows based on video images. Automatische Unterscheidung von Verhaltensmustern bei Schweinen auf der Basis von Anomalieerkennung durch ein neuronales Konvolutionsnetzwerk. Can homeopathic treatment prevent mastitis-metritis-agalactia (MMA) syndrome in sows? Can tail and ear postures be suitable to capture the affective state of growing pigs? Characterization of tail biting outbreaks in rearing piglets: identification of early signals. Distances Walked by Long Established and Newcomer Horses in an Open Stable System in Northern Germany Distances walked in an open stable system by long established and newcomer horses Effects of different farrowing and rearing systems on post-weaning stress in piglets. Evaluation of the sample size of individual indicators in gestating sows concerning the Welfare Quality® protocol applied to sows and piglets. Factors of potential inﬂuence on diﬀerent behavioural tests in fattening pigs. Farrowing pens used with and without short-term fixation impact on reproductive traits of sows Frothy saliva—A novel indicator to assess stereotypies in sows? Iceberg indicators for sow and piglet welfare. Illustration of Different Disease Transmission Routes in a Pig Trade Network by Monopartite and Bipartite Representation. Influence on tail-biting in weaning pigs of crude fibre content and different crude fibre components in pigs' rations. Interobserver reliability of measures of the Welfare Quality® animal welfare assessment protocol for sows and piglets Interobserver- and retest-reliability of different human-animal-relationship tests in dairy cattle. Investigation of influence of growing pigs' positive affective state on behavioral and physiological parameters using structural equation modeling Investigation of pig activity based on video data and semi-supervised neural networks. Mask R-CNN based detection of group housed cows and automated definition of social contacts Overview of the Current Situation in a Sample of Headshakers and Owner Assessment of Effective Therapeutic Measures Used in Germany. Panoptic segmentation of individual igs for posture recognition Pig Organ Lesions Recorded in Different Abattoirs: A Statistical Approach to Assess the Comparability of Prevalence. Relationship between tail biting in pigs and tail posture. Social network analysis in pigs: impacts of significant dyads on general network and centrality parameters. Tail and ear postures of growing pigs in two different housing conditions. Tail Lesions and Losses of Docked and Undocked Pigs in Different Farrowing and Rearing Systems. Temporal development of agonistic interactions as well as dominance indices and centrality parameters in pigs after mixing. Usage of computer vision analysis for automatic detection of activity changes in sows during final gestation. Using the XGBoost algorithm to classify neck and leg activity sensor data using on-farm health recordings for locomotor-associated diseases “AniFair”: A GUI Based Software Tool for Multi-Criteria Decision Analysis – An Example of Assessing Animal Welfare”
	2019 Body size in relation to cubicle dimensions affects lying behavior and joint lesions in dairy cows. Classification of pigs with tail lesions from different farrowing and rearing systems during rearing and fattening period Einfluss einer frühen Sozialisierung auf den Absetzstress beim Schwein. Identify possible indicators for the early detection of tail-biting in pigs. Influence of farrowing and rearing systems on tail lesions and losses of docked and undocked Is tail biting in growing pigs reduced by a prolonged suckling period? Klassifikation von Schweinen mit Schwanzverletzungen aus verschiedenen Abferkel- und Aufzuchtsystemen in Aufzucht und Mast. In: Transformationsprozesse in der intensiven Nutztierhaltung : Was wollen, können und müssen wir ändern? Mögliche Indikatoren zur Früherkennung von Schwanzbeißen bei Schweinen. Sow lying behavior, crushing losses and nest acceptance in free farrowing systems in early lactation.
	2018 An evaluation of efficiency in dairy production using structural equation modelling. An Indication of Reliability of the Two-level Approach of the AWIN Welfare Assessment Protocol for Horses. Behavioural tests: suitable indicators for measuring the affective state of growing pigs? Cortisol levels and health indicators of sows and their piglets living in a group-housing and a single-housing system. Do farrowing and rearing systems affect the agonistic behaviour of pigs at regrouping? Does season alter dairy cows’ preference for pasture and their behavioral pattern? Effect of sample size and length of observation period on agreement of pig organ lesion prevalences Einfluss verschiedener Abferkel-und Aufzuchtsysteme auf das Auftreten von Schwanzbeißen Factors influencing the risk for tail lesions in weaner pigs (Sus scrofa) Group structure in sows – A social network approach Haben Abferkel- und Aufzuchtsystem einen Einfluss auf das agonistische Verhalten von Aufzucht- und Mastschweinen? How reliable is the multi-criteria evaluation system of the Welfare Quality (R) protocol for growing pigs? Is tail biting in growing pigs reduced by a prolonged suckling period? Liegeverhalten von Milchkühen in Abhängigkeit ihrer Körpergröße und den Abmessungen der Liegebox Measuring the affective state in pigs: the role of immunoglobulin A. Model-based detection of pigs in images under sub-optimal conditions. Nutzung automatischer Videobildanalysen zur Detektion des Geburtsbeginns bei Sauen Reliability of different behavioural tests on growing pigs on-farm. Stall oder Weide? Wie sich Milchkühe entscheiden, wenn sie die Wahl haben. Test-retest reliability of the Welfare Quality® protocol applied to sows and piglets. The bevaviour of low-risk and high-risk crushing sows in free-farrowing pens. The course of growth, feed Intake and feed efficiency of different Turbot (Scophthalmus maximus) strains in recirculating aquaculture systems Using Acceleration Data to Automatically Detect the Onset of Farrowing in Sows.
	2017 Detecting lameness in sows from ear tag-sampled acceleration data using wavelets. Effects of farrowing and rearing systems on welfare indicators of growing and finishing pigs The effect of mixing piglets after weaning on the occurrence of tail-biting during rearing Untersuchungen zum Weideverhalten von Milchkühen bei freiem Weidezugang in Abhängigkeit von der Saison Vergleich der Injektions- und Inhalationsnarkose zur Kastration von ökologisch aufgezogenen Ferkeln hinsichtlich Verhalten und Wachstum
	2016 Automatic detection of lameness in gestating group-housed sows using positioning and acceleration measurements. Influence of raw material on the occurrence of tail-biting in undocked pigs.
	2015 Modellierung von Tierseuchen in Wissenschaft und Kunst der Modellierung Randomized global optimization for robust pose estimation of multiple targets in image sequences
	2014 "Einfluss einer Raufuttergabe auf das Auftreten von Schwanzbeißen in der Ferkelaufzucht". Beurteilung von Tiergerechtheit in der Milchviehhaltung - Evaluierung des Welfare Quality® Protokolls Characterisation of pigs into different personalities using the behavioural tests backtest and human approach test Control of Classical Swine Fever Epidemics Under Varying Conditions - With Special Focus on Emergency Vaccination and Rapid PCR Testing. Detecting lameness in sows using acceleration data from eartags. Einfluss einer Raufuttergabe auf das Auftreten von Schwanzbeißen in der Ferkelaufzucht. Einfluss einer Raufuttergabe ab der zweiten Lebenswoche auf das Auftreten von Schwanzbeißen bei Schweinen mit unkupierten Schwänze. Einflüsse und Risikofaktoren auf die Nutzungsdauer und Tiergesundheit von Schafen auf ökologisch wirtschaftenden Betrieben: Entwicklung von präventiven Maßnahmen. Epidemic Spreading in an Animal Trade Network – Comparison of Distance-Based and Network-Based Control Measures Genetic analysis of the individual pig behaviour in backtests and human approach tests. Lahmheitserkennung bei Sauen mit Hilfe von Beschleunigungssensoren. Lameness detection in gestating sows using positioning and acceleration data. Mastitis detection in dairy cows: the application of support vector machines. Multicriteria Evaluation of Classical Swine Fever Control Strategies Using the Choquet Integral. Transboundary and Emerging Diseases Tail docking in pigs: is there any possibility of renunciation? 6 Umgebungseinflüsse auf die statische und dynamische Positionierungsgenauigkeit des Ortungssystems „Ubisense“.
	2013 Analyse der statischen und dynamischen Positionierungsgenauigkeit des Ortungssystems „Ubisense“. Analysis of somatic cell counts and risk factors associated with occurrence of bacteria in ewes of different primary purposes. Characterisation of contact structures for the spread of infectious diseases in a pork supply chain in Northern Germany by dynamic network analysis of yearly and monthly networks. Comparison of different control strategies for classical swine fever using emergency vaccination and rapid PCR testing by using a Monte-Carlo simulation mode Comparison of growth performance and agonistic interaction in weaned piglets of different weight classes from farrowing systems with group or single housing Control of classical swine fever focusing on emergency vaccination and rapid PCR testing. Efficient fragmentation of animal networks by targeted removal of central farms. Efficient interruption of infection chains by targeted removal of central holdings in an animal trade network. Einfluss des Narkoseverfahrens bei der Kastration auf das Ferkelverhalten Erste Ergebnisse des Animal Welfare Assessment Protocol beim Mastschwein. Genetische Analyse des Backtests und Human-Approach-Tests beim Schwein. Group housing for lactating sows with electronically controlled crates: 1. Reproductive traits, body condition, and feed intake Housing and management risk factors affecting body condition and traits of animal health in ewes Implementation of multivariate cumulative sum control charts in mastitis and lameness monitoring Life Cycle Assessment of pork production: a data inventory for the case of Germany. Principal component analysis for the early detection of mastitis and lameness in dairy cows Providing supplemental milk during lactation: effects on sows’ and piglets health and performance Static network analysis of a pork supply chain in Northern Germany - Characterisation of the potential spread of infectious diseases via animal movements Strategien zur Bekämpfung von Infektionen in einem Tierhandelsnetzwerk. The use of a technical device for testing the sport-functional properties of riding surfaces.
	2012 An individual-based model for Salmonella transmission along the pig production chain Application of Wavelet Filtering to analyse Acceleration-Time Curves of Horses Trotted on Different Surfaces Assessing airborne transmission of foot and mouth disease using fuzzy logic. Comparison of growth performance and agonistic interaction in weaned piglets of different weight classes from farrowing systems with group or single housing Detection of mastitis and lameness in dairy cows using wavelet analysis. Effects of Different Riding Surfaces on the Hoof- and Fetlock-acceleration of Horses. Einsatz von Ferkelersatzmilch in der Abferkelbucht: Einfluss auf Leistungsparameter der Ferkel. Environmental Impact Assessment – methodology with special emphasis on European pork production Früherkennung von Erkrankungen bei Milchkühen mit der Principal Component Analyse. Heritabilities of agonistic behavioural traits in pigs and their relationships within and between different age groups. Influence of immunisation against GnRF on agonistic and mounting behaviour, serum testosterone concentration and body weight in male pigs compared with boars and barrows Network analysis: interruption of the chain of infection by removal of the most central premises. Netzwerkanalyse - Unterbrechung von Infektionsketten in der Schweineproduktion. Ökobilanzierung der Schweinefleischproduktion in Abhängigkeit verschiedener Leistungsparameter Principal component analysis for the early detection of mastitis and lameness. The additional costs of segregated transport to slaughter to decrease Salmonella prevalence in pork – A simulation study. The use of a lesion score as an indicator for agonistic behaviour in pigs.
	2011 A note on using wavelet analysis for disease detection in lactating sows. Agonistic behaviour after mixing in pigs under commercial farm conditions. Analysis of water, feed intake and performance of lactating sows. Analyzing the growth of turbot (Psetta maxima) in a commercial recirculation system with the use of 3 different growth models Application of decision tree technique to assess herd specific risk factors for coliform mastitis. Assessing individual sow risk factors for coliform mastitis: A case–control study Bekämpfung der klassischen Schweinepest – Freitesten, Impfen und Auswirkungen nicht strikt eingehaltener Transportverbote. Characterisation of the contact network in the pig supply chain Comparison of virulence gene profiles of Escherichia coliisolates from sows with coliform mastitis and healthy sows. Consideration of different outbreak conditions in the evaluation of preventive culling and emergency vaccination to control foot and mouth disease epidemics. Detection of lameness and mastitis in dairy cows using wavelet analysis Einfluss der Reitbodenbeschaffenheit auf die Gliedmaßenbelastung bei Sportpferden. Einfluss von Handelsrestriktionen auf alternative Bekämpfungsmaßnahmen der klassischen Schweinepest Endoparasitologischer Status von Schafbeständen ökologisch wirtschaftender Betriebe GELAS: Gruppenhaltung mit Einzelbuchtsteuerung für laktierende Sauen – Auswirkungen auf die Leistung, Gesundheit und Futteraufnahme. 10. Gruppenhaltung mit Einzelbuchtsteuerung für laktierende Sauen (GELAS). Nutzung von Wavelets für die Erkennung von Mastitiserkrankungen. Ökobilanzierung der Wertschöpfungskette Schweinefleisch. Relationship between feed, water intake, and body weight in gestating sows Relevance of somatic cell count and bacteria for udder health in sheep Reproductive traits, feed intake and condition of group and single housed lactating sows. Salmonella control measures with special focus on vaccination and logistic slaughter procedures. Statische Netzwerkanalyse – Charakterisierung des Handelsnetzwerkes in der Schweineproduktion. Temporal pattern of feeding and drinking behaviour of gestating sows. Untersuchungen zu Gliedmaßenbelastungen von Sportpferden auf unterschiedlichen Reitböden Untersuchungen zum Wachstum des Schweifhaares beim Warmblutpferd. Using characteristics of a pig contact network to predict the transmission of infectious diseases. Waveletanalyse als Hilfsmittel zur Mastitisrüherkennung beim Milchrind
	2010 Alternative Strategien zur Bekämpfung der Klassischen Schweinepest. Analysing the growth of turbot (Psetta maxima) in a commercial recirculation system with the use of 3 different growth models Analysis of different effects on longevity in four sheep breeds of northern Germany Ausbreitung von Infektionskrankheiten im Kontaktnetzwerk der Produktionskette beim Schwein. Bedeutung von Zellzahl und Bakterien für die Eutergesundheit beim Schaf. Bekämpfung der Maul- und Klauenseuche – Zusammenhang zwischen der Größe des Notimpfgebietes und der luftgebundenen Virusübertragung. Impfstrategien für die Schweinepest Notimpfung und „Freiprüfen“ als alternative Maßnahmen zur Bekämpfung der klassischen Schweinepest Sensitivitätsanalyse zur Bedeutung der Sau für die vertikale Salmonellenausbreitung Sensitivity Analysis of a stochastic simulation model for foot and mouth disease. Timing of dietary lipid and protein: Does daytime of nutrientsupply promote growth of turbot (Psetta maxima)? Transmission of highly infectious animal diseases in a pig contact network. Untersuchungen zum Einsatz der Infrarotthermographie zur Messung der Körpertemperatur bei Sauen Vaccination strategies to control classical swine fever epidemics. Wachstumsentwicklung und Verhaltensunterschiede von Absatzferkeln aus der Einzel- und Gruppenabferkelung. Züchterische Bearbeitung des agonistischen Verhaltens
	2009 Agonistic behaviour of weaned piglets Analyse der Futter- und Wasseraufnahme sowie des Fressranges bei tragenden Sauen Auswirkung der Bodenprofilierung auf das Aktivitätsverhalten und die Verletzungsgefahr laktierender Sauen Einflüsse von Rasse, Betrieb, Erstlammalter und Anzahl geborener Lämmer auf die Nutzungsdauer von Schafen Influence of breed, farm, age at first lambing and number of lambing on length of productive life in sheep Präventive Keulung und Notimpfung zur Bekämpfung der Maul- und Klauenseuche anhand eines räumlichen und zeitlichen Monto-Carlo Simulationsmodells. Anforderungen an die Agrarinformatik durch Globalisierung und Klimaveränderung Prevalence of Salmonella in fattening pigs – risk factors and spread Untersuchungen zum agonistischen Verhalten abgesetzter Ferkel. Using Fuzzy-Logic to model airborne spread of foot and mouth disease. Water-, feed intake and eating rank of pregnant sows.
	2008 Evaluation of preventive culling and emergency vaccination to eradicate foot and mouth disease epidemics. Evaluierung von präventiver Keulung und Notimpfung bei der MKS Bekämpfung mit Hilfe eines räumlichen und zeitlichen Monte-Carlo Simulationsmodells. Modellierung von Tierseuchen in Wissenschaft und Kunst der Modellierung, Kieler Zugang zur Definition, Nutzung und Zukunft Modelling the epidemiology and control of foot and mouth disease with special emphasis on airborne spread
	2007 Impfstrategien für Vortragstagung der DGfZ und GfT, 26.- 27.09.07, Hohenheim Schweinepest - eine Alternative? 7 Modellierung von Personen- und Fahrzeugkontakten bei der Übertragung des Maul- und Klauenseuchevirus. Quantification of risk factors for the spread of foot and mouth disease.
	2006 Entscheidungshilfen in der Tierseuchenbekämpfung. Monte-Carlo Simulation zur Evaluierung der Notimpfung gegen die Klassische Schweinepest. Notimpfung zur Bekämpfung der klassischen Schweinepest.
	2005 Einfluß der Notimpfung auf den Verlauf von Schweinepest-Epidemien. Influence of emergency vaccination on the course of classical swine fever epidemics.



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