Browsing by Subject "Schweinehaltung"

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Automatische Prozessüberwachung in der Nutztierhaltung : Gestaltung eines Verfahrens zur Extraktion von Prozessindikatoren aus Bilddaten mittels Deep Learning
(2024) Riekert, Martin; Kirn, Stefan
Der Gegenstand der Arbeit sind Verfahren zur Erkennung der Prozessindikatoren zum Liegeverhaltens von Schweinen aus Videobildern. Das Liegeverhalten eines Schweines ist definiert als dessen Position im Stallbereich und ob es liegt oder nicht liegt. Hierzu zeichnen in Stallbereichen installierte Kameras kontinuierlich Videobilder auf, die hinsichtlich des Liegeverhaltens der abgebildeten Schweine analysiert werden. Die Stallposition im Tagesverlauf und die Liegehäufigkeit sind wichtige Prozessindikatoren in der Schweinehaltung. Die Problemstellung liegt in der Korrektheit der Erkennung der Prozessindikatoren zum Liegeverhalten. Bisherige Verfahren treffen zwei Annahmen: Erstens werden nur zur Tageszeit aufgenommene Videobilder verarbeitet, sodass das Liegeverhalten im Dauerbetrieb und insbesondere der Nacht und Dämmerung unerkannt bleibt. Zweitens setzen die Verfahren Homogenität der Stallbereiche voraus, sodass alle Stallbereiche ähnliche physische Eigenschaften besitzen. Diese Annahme beschränkt die Eignung der Verfahren für unbekannte Stallbereiche. Die Problemstellung wird aus der Perspektive des Deep Learning untersucht. Die vorliegende Arbeit trägt zur automatischen kontinuierlichen Erfassung der Position und der Körperhaltung von Schweinen unter Verwendung von handelsüblichen 2D-Kameras in realen Umgebungen unter verschiedenen Lichtbedingungen und Kameraausrichtungen rund um die Uhr bei. In der vorliegenden Arbeit wird untersucht, wie Deep-Learning-Verfahren angewendet und gestaltet werden können, um unter realen Bedingungen kontinuierlich eine hohen mean Average Precision zu erzielen und welche Einschränkungen bei der Anwendung von Deep-Learning-Verfahren bestehen. Das gestaltete und evaluierte Verfahren ermöglicht die Erkennung von Schweinen in einer großen Anzahl verschiedener Ställe, dies beinhaltet das Liegeverhaltens unter Verwendung realistischer Kamera- und Beleuchtungseinstellungen (inkl. Nachtaufnahmen mittels Nahinfrarot).
Bewertung praxisüblicher Mastschweinehaltungen in Nordrhein-Westfalen hinsichtlich der Tiergerechtheit
(2002) Zaludik, Katrina; Valle Zárate, Anne
The aim of this study was to assess animal welfare in conventional fattening pig systems. Development of means to improve animal welfare shall put the producer in a position to structure the production more in line with consumer requirements. To carry out this assessment the data of 100 fattening pig farms in North-Rhine Westphalia have been analysed. The study comprises of two parts, firstly the collection of operational data and data of housingsystems, and secondly behaviour investigations. In the analysis of the farm data it was found that, particularly in farms with slatted systems important points of the SVHO (1995) were not followed. Deficits were found in space allowance, dimensions of the slatted floors, drinking systems and objects for occupation. Problems apparent in all housing systems were mainly caused by climatic conditions and lighting. In the observational data the most frequent observation was the lying behaviour. This was significantly lower in deep litter systems. The values for the lying behaviour were in line with the figures quoted in the literature for intensively kept pigs. Animals on farms with straw systems, were significantly more active than animals on farms with fully slatted floors, due to the incentives given by the availability of straw. In slatted floor systems the manipulation of penmate and occupational objects were much higher represented in the total behaviour than in straw systems. Abnormal behaviour was found in all housing systems, however only in small amounts. At the end of this study suggestions for ways of improvement were made specific to the relevant husbandry systems, which included housing as well as management factors.
Entwicklung, Implementierung und Bewertung eines IT-Systems zur Prozessdokumentation und -unterstützung in der landwirtschaftlichen Nutztierhaltung
(2010) Kuhlmann, Arne; Jungbluth, Thomas
In livestock farming, the use of automation technology is common. Automation technology is able to perform sub-processes, whereby the farmer is supported in his daily work. The data produced by this technology is usually monitored manually. The same applies to the collection of process parameters such as resource consumption and climate data. Therefore overall process monitoring and process documentation require high workload. Caused by structural change and the demand for food safety and traceability, livestock farming needs to introduce information technology. This document is dealing with the topics collection, storage, usage and exchange of data on farms and in their environment using the example of pig fattening. A stable for fattening pigs was used to analyse the conditions, requirements and implementation options for achieving the objectives process documentation and process support. Based on the conclusions drawn, a prototype was developed, that focuses on the full integration of all technical components in the stable using communication and data standards. Besides the presentation and evaluation of the system, concrete benefits for science and practice are presented using selected examples. Furthermore possibilities for improvements regarding the used technologies and standards are pointed out.
Intensive pig production and manure management in Beijing, North China Plain
(2014) Mendoza Huaitalla, Roxana; Gallmann, Eva
China, at the forefront of the livestock revolution, has experienced a more industrialized change, with an increment of the large livestock farms and of the decoupling between the livestock and arable land. Meat production in China is dominated by pork, which comprises approximately 50% of worldwide pig production. The description of the pig husbandry and manure management systems in the large animal operations of the NCP is not widely available. In order to describe the status quo of the pig production and manurial management systems in the NCP, a large-size pig farm with a dimension of 10 ha and an annual stock of 12,000 breeding swine and 20,000 market pigs or porkers was selected. An intensive sampling plan as far as feasible of pig manure, wastewater, drinking water, and feed, the main pig farm inputs and outputs, was started in 2009. The manurial system identified in the farm was denominated as “gan qing fen” or “cleaning the manure dryly”. In this system, the pig manure (faeces with some remains of urine) was collected manually by scraping the mainly non-slatted floors of the pigsties twice a day, and the floors were then flushed with water. The results showed that the pig manure was characterized by high nutrient and heavy metal contents that might be due to the solid fraction separation from the liquid fraction under the gan qing fen manurial management system. The piggery wastewater was characterized by very low concentrations of nutrients and heavy metals as a result of their dilution with flushing water, mainly used for cleaning the pigsties. Manure and wastewater samples from weaning pigs contained the highest concentrations of nutrients and heavy metals; that could be due to the high supplementation rates of these minerals in the weaner diets. In general, it seems that the manual daily collection of pig manure in the gan qing fen system is an efficient practice in order to maintain nutrient contents in pig manure, but the use of flushing water should be reduced as it can lead to further environmental pollution. China has issued a range of environmental standards in recent years. The Chinese national standards are adoptions of international standards and are consistent across all of China. Chinese and German recommendations were compiled in order to compare them with the results obtained in this study. Based on the comparisons, it is stated that pig drinking water sourced from groundwater wells was of optimum quality as it is used for both pigs and humans. Trace minerals in pig feeds, such as lead (Pb), chromium (Cr) and cadmium (Cd), were found to be within the range of values given by the Chinese and German feeding recommendations. However, high mineral concentrations of zinc (Zn), manganese (Mn), copper (Cu), and arsenic (As), mainly found in the weaning feed samples, surpassed the given thresholds by almost ten times. Pig manure was compared with the German and Chinese standard for biowaste due to the nonexistence of a specific standard for animal manure in both countries. It was observed that maximum Cd, Cu and Zn concentration values surpassed the thresholds established in those recommendations. Similarly, trace mineral concentrations in the piggery wastewater were compared with the Chinese standard for irrigation water, however, it was not compared with any German standard due to the different nature of the effluent generated from the Chinese gan qing fen manurial management system, and it was found that Pb, Cd, Cr, Cu, and Zn did not comply with the irrigation water quotes. Furthermore, there is a need to re-evaluate the current Chinese standards and to strengthen the recommendations focused on the disposal, reuse and recycling of manure and wastewater of livestock origin in general. In order to evaluate the air pollutants produced in the pig farm, i.e. gas concentrations of carbon dioxide (CO2) and ammonia (NH3), and particulate matter, were measured making use of four different measurement devices. High dust concentrations were identified in the pig barns, especially during the feeding and manure cleaning events inside the farrowing and weaning barns with slatted floors. The highest NH3 concentration was recorded in the weaning barn during the summer season, while the highest CO2 concentration was reported in the gestation barn during the winter season. To conclude, using the example of an intensive pig farm near Beijing, it was identified that the main issues were the decoupling between the cropland and the pig farm, the existence of nutrient surpluses in the pig manure originating from the uncontrolled nutrient supply into the pig feeds, the manure mismanagement (open manure storage), a lack of infrastructure (broken curtains, windows, inoperative fans), aerial pollutants (high indoor concentrations of CO2, NH3 and PM1-10), extensive hand labour, and obsolete know-how with respect to resource conservation, among the most significant.
Die Mensch-Nutztier-Beziehung - Dimensionen, Einflussfaktoren und Auswirkungen am Beispiel der Schweinehaltung in Hohenlohe
(2009) Skipiol, Annette; Kromka, Franz
The relationship between farmers and their animals in modern agriculture is often seen as a problem concerning the whole society and a new ethics is demanded. Modern livestock husbandry is seen to consider the animals only as a capital equipment. The relationship between the farmer and his animals is seen as dominated by economic interests. This accusation points to the ambiguous relationship between man and livestock: on the one hand the animal is an object of value, on the other hand it´s a living individual with own needs which can be accepted as a ?you?. In modern livestock husbandries, with high numbers of animals, a collective relationship between the farmer and his stock is quite probable and the animal is seen as a anonymous specimen of the whole bulk. Current papers concerned with this matter, nevertheless provide inconsistent conclusions. Furthermore it is not clear, what is meant by the complex ?man - farm animal relationship?. Different terms such as empathy, attitude and communication are partly used as synonyms, partly however they´re understood as different dimensions of the construct. In this paper therefore at first the complex man - farm animal relationship was described in all its dimensions. Furthermore it was investigated how this relationship turns out to be in fact in modern livestock production and what the influencing factors are. A survey was conducted with farmers from an agricultural association for producing rearing pigs and piglets in the area of Hohenlohe. Pig production provides the possibility to analyse the relationship between farmers and their animals within different production lines and therefore variably intensive processes (concerning expenditure of time and contact to the individual animal). The questionnaire was based on a collection of items especially composed for this survey. It contained elements both from the relevant literature and from results of interviews with pig production experts. The data evaluation concentrated on the lines rearing pig production an piglet production. The analysis showed that in piglet production the farmers had a significantly closer relation to their animals than the rearing pig farmers, in fact the piglet producers had the closest relationship to their animals of all respondents. In rearing pig production the man-farm animal relationship was least developed of all production lines. The connection between man - farm animal relationship and the size of the stock, which is mentioned in other studies, could also be attested in the sample, both with rearing pig producers and piglet producers. The statement of Kather (1999), that even in a large livestock a close relationship between farmer and animal is possible, therefore couldn´t be confirmed. Furthermore a link between the period of time a farmer spent in the stable and his relationship to the animals couldn´t be found. This supports the assumption, that the strength of this relationship rather depends on the form of communication between farmer and animals, that takes places within this time. Personal factors of the farmer influenced the relationship to the animals less than expected. The gender of the farmer or a possible parenthood also didn?t show an influence on the man - farm animal relationship. Also the religious confession of the farmers didn´t influence their relationship to their animals, which differs from the findings of Porcher et al. (2004). However the data analyses showed that the age of the farmers affected their relationship to the animals. Elder farmers had a closer relationship than younger ones. The man - farm animal relationship was also affected by the professionalism of the interviewees: the better educated the farmers were, the less strong their relationship to the animals. This coincided with the results of Porcher et al. (2004). To give a complete review about the complex man - animal relationship its effects on animal and man were also analysed. It was shown that bad handling causes fear and stress in animals, thus well-being and performance of the animals are suffering. The relationship between farmers and their animals therefore not only concerns animal protection and ethics, but also affects economic parameters. Accordingly the man - farm animal relationship can be considered as an important quality factor in livestock production.
Die Regulation der Futteraufnahme beim Schwein - Untersuchung der Wirkungen eines Serotonin Noradrenalin Wiederaufnahmehemmers (Sibutramin) und eines MCH-R1 Antagonisten (Compound B4)
(2007) Sommer, Torsten; Claus, Rolf
The regulation of food- and feed intake is a highly topical investigative area in animal husbandry as well as in human medicine. Here the focus of medicine is primarily on the reduction of food intake and at the same time change of the metabolism to increased energy expenditure in order to counteract the rising number of adiposity and metabolic syndrome. Therefore, substances from pharmacological research are known which act in different nuclei of the hypothalamus and control food intake and energy expenditure. In the present study two of these new substances were examined with regards to their impact on pigs. The results lead to a more detailed understanding of the corresponding mechanisms in pigs, one of the most important animals used in agriculture. In addition, the pig is also a suitable model for human pharmacological research, as it equals the human physiological regulation more than the rat, which is the most common animal model. Study work flow: Two different regulative substances were examined, on the one hand a serotonin noradrenalin reuptake inhibitor (Sibutramine) and on the other hand, a melanin concentrating hormone receptor antagonist (MCH-R1 antagonist; Compound B4). For the evaluation of the effectiveness the following factors were measured; feed intake, water consumption, weight gain, feed conversion rate and the development of body fat content. The changes caused in the regulation of the metabolism were evaluated by anabolic (Growth hormone and IGF-I) and catabolic (cortisol and aldosterone) hormones. In addition, thyroid hormones and urea in the blood plasma were measured as a parameter of protein turnover. The study was divided in three trials, each of them taking six weeks. During the first trial sibutramine was given per os to three animals and three animals were kept as control. During the second trial sibutramine was given intravenously to two animals and two animals were kept as control. During the third trial the MCH-R1 antagonist, Compound B4, was given per os to six animals. The results are described in the following sections. Results of the sibutramine application: The pharmacological effectiveness of sibutramine is mainly explained through its metabolites (desmethyl sibutramine and didesmethyl sibutramine). It was found that for the per os intake of 20 mg/kg LW sibutramine, as well as sibutramine as the first metabolite desmethyl-sibutramine, a lower concentration in the blood plasma existed compared to the intravenous application. Whereas concentration of the second metabolite didesmethyl-sibutramine was higher for per os application than for intravenous application. Since the effectiveness of sibutramine is mainly based on its second metabolite didesmethyl-sibutramine, the way of application was crucial for its effectiveness. This means that the intravenous application was ineffective. After per os application feed intake was significantly reduced, also dependent on the dose applied, but did not lead to a reduced weight gain of the animals. Further, no impact was found on the feed conversion ratio. In contrast, the treatment with sibutramine per os led to significantly increased water consumption. The application of sibutramine had no impact on the growth hormone secretion. However, IGF-1 concentration was increased while feed intake was decreased. The cortisol concentration in blood plasma was not impacted by any treatment. Results of the application of the MCH-R1 antagonist (Compound B4): The application of the antagonist led to a significant reduction of feed intake, dependent on the dose applied. The means derived for daily weight gain show considerable individual differences per animal, hence the reduction of daily weight gain overall was not significant. Further, changes in water consumption were also detected in this trial. However, it could not be clarified if this was caused by the application of the antagonist or the reduced feed intake. Generally, the application of Compound B4 tends to result in energy saving mechanisms, which have an impact on metabolic active hormones. IGF-1 for example, was slightly lower in the control phase. Neither sibutramine nor the MCH-R1 antagonist Compound B4 had any impact on the concentration of thyroid hormones or cortisol. Conclusions: The studies have shown that the MCH-R1 antagonist leads to a significant reduction of feed intake in pigs, whereas the metabolic active hormones, and therefore the energy expenditure, do not seem to be impacted at all. In addition, it was proven that the pig is a useful animal model for such human pharmacological investigations. However, the large amount of substances required can be seen as disadvantageous and as a limiting factor in the investigation of new agents with an initially small amount of substance synthesis.