Collection: Technology & Engineering
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Improving organic animal farming
This collection addresses recent research on challenges facing organic animal farming such as more targeted breeding, improved grazing and feed rations, better methods of health and disease management as well as ways of enhancing animal welfare.
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Organic and natural beekeeping, and caring for insect pollinators
The pollination of flowering plants is crucial for the maintenance of earth’s biodiversity, and most food crops depend upon insect pollinators. Unfortunately, conventional agricultural practices tend to diminish the numbers of wild insect pollinators while increasing our need for them. This chapt...
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Improving organic animal farming for the future
This chapter reviews key issues and approaches in improving organic animal farming for the future. It emphasises the value of developing diverse solutions suited to local conditions as well as the importance of understanding and working in harmony with the natural resource base. The chapter highl...
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The principles of organic livestock farming
Organic animal farming is guided by considerations of naturalness, systems thinking and sustainability, and the four IFOAM principles of health, ecology, fairness and care. The principle of health emphasises the connectedness of different parts of the system and seeks high animal health status th...
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The effects of organic management on greenhouse gas emissions and energy efficiency in livestock production
The central objectives of organic farming are reducing external inputs and increasing long-term sustainability. Whilst there may be local improvements in resource efficiency, the extent to which organic livestock systems contribute to net greenhouse gas mitigation and fossil energy efficiency gai...
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The development of organic aquaculture
This chapter offers a general overview of global aquaculture production, explaining some of the key drivers (such as environmental, health and welfare issues with intensive conventional aquaculture) which led to the development of organic aquaculture more than two decades ago. The chapter looks a...
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Organic dairy farming: key characteristics, opportunities, advantages and challenges
As the organic dairy farming sector grows across Europe, it is necessary to continuously review its various merits and challenges within the organic sector and in comparison with conventional farming methods. Drawing together empirical findings from across the Europe, this chapter summarises some...
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Enhancing naturalness and human care in organic animal farming
Organic farming aims to produce food in a way that respects the environment, the people and the animals involved. These aims are covered by the principles of Health, Ecology, Fairness and Care. Naturalness and human care are integral components of welfare for farm animals that are managed under o...
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Biosecurity and safety for humans and animals in organic animal farming
‘Biosecurity’ describes methods of reducing the risk of disease spread. Two defining aspects of organic farming are the requirement to allow animals outside access and the aim to nurture animal health without reliance on veterinary medicines. These measures create differences in risks of disease ...
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Organic sheep and goat farming: opportunities and challenges
Organic goat and sheep farming is a highly diverse type of production throughout Europe and other continents. Current practices are geared to achieve a number of objectives, including sustainability and high standards of animal welfare. This chapter aims to characterize organic goat and sheep far...
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Organic pig farming: key characteristics, opportunities, advantages and challenges
Organic pig production strives to provide housing and management conditions that guarantee a high level of animal health and welfare, sustainability, a closed soil–plant–animal cycle and produce high-quality products. This chapter discusses how housing of organic pigs affects welfare and the envi...
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Setting the scene: the continued drive to improve organic animal farming
All the elements of current global development – urbanization, industrialization, population growth, food insecurity, environmental degradation, climate change and other universal issues – call for more equitable and balanced agricultural systems, including new and innovative ways of keeping and ...
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Improving organic crop cultivation
Organic crop cultivation needs to improve yields if it is to expand its share of agricultural production. This collection reviews ways of addressing this challenge, from developing better varieties to ways of improving crop nutrition and pest control.
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Pastoralism and organic animal farming: are they complementary?
A general absence of reliance on purchased inputs as well as a focus on natural pastures and free-ranging animals prompts comparison between pastoralism and organic farming. Pastoralism frequently occurs in the marginal lands that can be found where humans and herds of domesticated animals living...
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Food losses during production of agricultural commodities
Preharvest quantitative and qualitative losses during the production of agricultural commodities are very significant, though less discussed than postharvest food losses and waste. This chapter explores the various causes of preharvest losses, estimates of their impact and measures to reduce them...
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Food losses and food waste in roots and tubers
This chapter reviews the extent, causes and prevention of food losses and waste (FLW) in roots and tubers such as cassava, yams, potatoes, sweet potatoes and taro. It discusses pre-harvest factors affecting FLW such as pests and diseases, environmental factors and agronomic practices. It also dis...
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Biodiversity as a prerequisite of sustainable organic farming
Over the last century, the intensification of agriculture with high inputs of synthetic pesticides and fertilisers combined with monocrop specialisation has been detrimental to the diversity of genetic resources of crop varieties and livestock breeds, to the wild flora and fauna species and to th...
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The environmental impact of food loss and waste (flw)
This chapter addresses how food loss and waste can impact the environment. It begins by defining what food loss and waste is and provides an overview of how food production can contribute to greenhouse gas (GHG) emissions. The chapter then highlights the problems for food waste accounting and the...
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Integrated weed management in organic cropping systems
Weed management is a key challenge for organic production. Integrated Weed Management (IWM), that is, the combination of different tactics within a long-term management strategy, can keep weed abundance low. However, successful IWM relies on maximum diversification of the cropping system, which i...
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Preventing food losses and waste to achieve food security and sustainability
Around one third of all food production is lost or wasted. This book provides a comprehensive review of the causes and prevention of food losses and waste at key steps in the supply chain, for different commodities and across particular regions.
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Food waste at the consumer level
Consumers account for a significant amount of food waste globally. In Europe and North America, for example, half of food losses and waste happens at the consumer level. Researchers have identified a range of causes for consumer food waste. Studies indicate that the social context of food practic...
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Householder food waste prevention campaigns: contributions from psychology and marketing
The significant challenges raised by the habitual, low involvement behaviours that surround food management in the home make it hard for campaigns to achieve behaviour change. This chapter focuses on food waste in households and how marketing and psychology can help in its reduction. The Trans-th...
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Reusing and recycling of food waste
This chapter reviews how food waste can be reused and recycled. It begins by providing a definition of ‘reuse’ and ‘recycling’ in terms of food waste and gives examples of ways of dealing with food waste, for example, disposal through landfill or incineration or recycling back into food productio...
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Challenges and initiatives in reducing food losses and waste: latin america and the caribbean
The Latin America and the Caribbean (LAC) Region is heterogenous in terms of socio-economic conditions and production systems, and is responsible for a significant amount of global food supplies. There is significant interest in addressing food loss and waste (FLW) as part of the region’s strateg...
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Food losses and waste in the near east and north africa region
This chapter reviews the causes and prevention of food losses and waste (FLW) in the Near East and North Africa (NENA) region. It assesses current estimates of the extent of FLW and its impact on food security. The chapter also assesses what is needed to reduce FLW to improve food security in the...
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Investment needs and role of the private sector in reducing food loss and waste
Food Loss and Waste (FLW) represents a paramount challenge due to impacts on the economy of food systems, and to the environment and food security. Halving FLW by 2030 has also become Target 12.3 of the United Nations’ Sustainable Development Goals (SDG). Diagnosis, monitoring and evaluation of i...
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Food losses and waste in cereal grains
This chapter reviews the extent and causes of food loss and waste (FLW) in cereal grains and the rationale for reducing FLW in these staple crops. It also looks at ways of preventing post-harvest losses through methods such as: maintaining optimum grain moisture content, the use of modified and c...
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Reusing food waste: the importance of mycotoxin detection and decontamination
This chapter reviews the range of techniques available for sustainable re-use of food waste. It addresses the critical safety issue of mycotoxin contamination of food waste. The chapter reviews factors affecting mycotoxin growth and the particular problem of masked mycotoxins. It also methods for...
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Challenges and initiatives in reducing food losses and waste: united states
About a third of food produced for human consumption is lost or wasted from farm to fork. It is estimated that the average American household spends $1500 a year or more on food they never eat. This chapter highlights primary data that the World Wildlife Fund (WWF) has collected in production-lev...
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Challenges and initiatives in reducing food loss and waste in europe
This chapter has 3 parts: the first introduces the topic from a regional and global perspective; the second is focused on data availability and quality; and the third discusses on enabling factors for policy development and provides resources for further information.
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The role of food losses and waste in food insecurity
The chapter attempts to demonstrate some aspects related to the role of food losses and waste (FLW) in food insecurity, in two parts: (i) identifying direct linkages between FLW and food insecurity - that is a predictor of malnutrition (i.e. underweight, overweight and obesity, micronutrient defi...
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Improving organic agriculture in the developing world: asia
Traditional Asian farming methods are often seen as being close to organic production, but there is a need for considerable research and farmer education if the sector is to develop in accordance with scientifically led organic knowledge and to fulfil its potential. This chapter describes key cro...
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Improving supply chains to prevent food losses and waste: an overview
Wasting food is unsustainable from environmental, economic, social and ethical points of view. Curbing food losses and waste (FLW) amount would improve food chain sustainability and contribute to food security. For that, reducing FLW is one of the targets of the Sustainable Development Goals (SDG...
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Improving organic agriculture in the developing world: africa
The continent of Africa accounts for 25% of the world’s arable land and yet produces just 10% of the global agricultural output. Against the backdrop of the challenges to agriculture in Africa, the African heads of states took a decision in 2011 to integrate organic agriculture into the mainstrea...
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Supporting smallholders in organic crop cultivation: the case of east africa
The value chains of several vegetables and other crops in Eastern Africa are growing in volume and value and are potentially making an impact on the livelihood of the involved producers, processers, transporters, retailers and sales-sites. This chapter reports the outcomes of selected ProGrOV cas...
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Disease and pest management in organic farming: a case for applied agroecology
Disease and pest management in organic agriculture are based on a whole set of interlinked system management methods, including in certain cases, the use of organic pesticides and biocontrol organisms. In order to achieve the greatest possible natural biological control within a growing system, t...
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Organic agriculture and agroecology in latin america
This chapter provides an account of the development and current status of agroecology and organic agriculture in Latin America and the Caribbean (LAC). It highlights the main contributions made by LAC farmers, practitioners, researchers and value chain actors to the worldwide growth of agroecolog...
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Direct plant protection in organic farming
In organic farming, plant health is maintained primarily through preventive management practices. Nevertheless, there are crops and situations where such measures alone do not provide sufficient protection, and direct plant protection is therefore necessary. This chapter focuses on the substances...
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Key issues in breeding and trialling robust cereal cultivars for organic farming
This chapter provides an overview of key issues in organic crop breeding and presents objectives, activities and results of concrete organic cereal breeding projects. Organic crop breeding is a small but rapidly growing branch of organic agriculture. Its primary objective is to develop cultivars ...
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Cover crops in organic crop cultivation
Cover crops (CCs) are close-growing crops providing protection for soil and seeding between periods of normal crop production. They are positioned in rotation between two main or cash crops, and not primarily grown for harvest. Although traditionally CCs have been terminated and incorporated into...
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Measuring and improving the environmental performance of organic farming
There is a large and growing body of literature comparing the environmental performance of organic and conventional farming in specific settings, either on farm or product level. However, how one assesses ‘environmental performance’ is a complex and multifaceted question, and one-dimensional indi...
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Advances in organic greenhouse cultivation
Organic greenhouse horticulture has expanded considerably during the last decades to meet consumer demand. Organic greenhouse cultivation constitutes a sustainable alternative to mitigate producer challenges related to new pest infestation, weed infestation, extreme temperature events, drought, f...
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The impact of organic agriculture on diet and health
Consumers of organic vegetables tend to consume them in higher amounts and with more concentrated phytochemicals, so any benefits of phytochemicals for human health are doubled for a typical consumer of organic food. This chapter explores the associations between organic consumption and diet choi...
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Eco-functional intensification of organic farming
Organic farming aims to increase productivity while maintaining a positive impact on biodiversity and using minimal resources. An urgent question of global importance is how organic agricultural systems can be improved with regard to the various functions of producing food, saving biodiversity an...
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Temperature deviations during transport as a cause for food losses
Deviating temperature conditions during distribution processes reduce the quality of food and significantly contribute to global food losses. The effect of careless handling and inadequate processing only become visible much later in the cool chain, making it difficult to quantify the contributio...
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Setting and reviewing standards for organic farming
One of the cornerstones of organic farming is the fact that it is governed by clear standards which are legally protected in many parts of the world, but there is concern that the current certification system does not fully safeguard the objectives and principles of the movement and encourage fur...
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Organic seed production, certification and availability
Through evolution, plants produce seeds with variation in speed of germination and, for instance, dormancy to spread the risk of germinating in the wrong season. Although domestication and breeding has created crops with more rapid germinating seeds, compared with their wild relatives, for many c...
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The role of crop rotations in organic farming
Crop rotations are defined in terms of a number of crops organized in a specific order over a defined period of time, with specific spatial arrangements and distribution in a field and landscape, that ensures the best growing conditions for all crops. Crop rotation is thus a way to utilize the pe...
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Food losses and waste: terminology, definitions, quantification and causes
Prevention, reduction and management of food losses and waste (FLW) have gained an increased global interest since 2011, when the first global FLW report was published by the FAO, and culminated in 2015 with the launch of SDG 12.3. Food insecurity, food systems’ sustainability, and climate change...
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Manure management in organic farming
Animal manure is the most important source of nutrients applied in most organic farming systems. Nitrogen (N) is often the most yield-limiting factor in non-leguminous crops, and thus lack of N may cause reduced yield and low protein content in many crops. In addition, N is the nutrient that is m...
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Maintaining soil fertility and health in organic crop cultivation
Maintaining the health and fertility of our soils is central to the productivity of farming systems because of the key role that both health and fertility play in crop production. The links between soil health and the health consumers (both animal and human) and the wider ecosystem are important ...
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Organic fertilizers and biofertilizers
In recent years, both in the European Union and in the world, there has been intense development of organic agriculture, whose aim is to produce high-quality crops and healthy food while maintaining the biological balance of agroecosystems. An alternative to chemical fertilizers are products of n...
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Organic potato cultivation
Organic potato cultivation requires a whole system perspective, with particular focus on rotation design. Producing organic potatoes relies strongly on indirect, preventive and long-term strategic measures for both plant nutrition and plant protection. This chapter examines all aspects of the pro...
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Improving water management in organic crop cultivation
Managing water for crop production requires capture and storage of water in the soil, which must also be protected from damage by raindrop impact and excess water. These actions ensure that the soil will benefit from increased organic matter content and be protected by harvest residues, living pl...
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Challenges and initiatives in reducing postharvest food losses and food waste: sub-saharan africa
This chapter reviews food losses and waste in sub-Saharan Africa. It gives a general introduction to the terms ‘food loss’ and ‘food waste’ and how they differ. It focuses on the postharvest food losses occurring in sub-Saharan Africa and compares ‘objective measurements’ with ‘perceptions’ of fo...
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Conservation tillage in organic farming
Conservation tillage in organic farming combines the principles of organic farming with the benefits of soil erosion control achieved by the conversion from ploughing to either reduced tillage or no-tillage/direct-seeding. This chapter reviews more than two decades of on-station and on-farm resea...
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Losses and waste in fruits and vegetables
Fresh horticultural produce is key to good health and nutrition. However, the supply of fruits and vegetables is limited by very high levels of loss and waste. This chapter reviews the magnitude of losses and waste of fruit and vegetables as well as key issues in estimating losses. It provides a ...
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Advances in irrigation management and technology in potato cultivation: experiences from a humid climate
For many farmers, irrigation is an essential component of potato production, serving to maximise yields and meet quality assurance targets for retailers and consumers. In recent years, rising costs for labour and energy (pumping) have led to considerable attention being given to improving on-farm...
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Advances in irrigation techniques for rice cultivation
Rice land receives 35–45% of all the world’s irrigation water. In view of growing concerns about future water scarcity, achieving water savings in irrigated rice production has become a key research challenge. This chapter considers the key techniques for improving rice water productivity through...
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Instant insights: developing forestry products
This collection features five peer-reviewed literature reviews on developing forestry products.
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Global tea science
Tea is the most widely-consumed beverage in the world. Tea cultivation faces a range of challenges in improving yields. The various parts of the book review ways of addressing these challenges, from breeding and cultivation to plant protection and improving sustainability.
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Achieving sustainable cultivation of coffee
Coffee is one of the most widely-traded commodities in the world. This volume summarises research addressing key challenges in coffee cultivation, including genetic diversity and breeding improved varieties. Other chapters discuss how to measure and improve quality traits.
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Improving smallholder dairy farming in africa
An estimated 80% of the milk produced in Africa is from smallholder farming systems where producers rear less than 10 head of cattle on land sizes that vary from 0.2 to 4 hectares. Smallholder farmers rear a wide variety of genotypes in a variety of mixed crop and livestock systems, reflecting th...
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Achieving sustainable cultivation of cocoa
Cocoa cultivation faces a number of significant challenges, including stagnating yields, a narrow genetic base, vulnerability to pests and diseases and environmental impact. This volume reviews how research is addressing these challenges in areas such as breeding and agronomy, understanding and m...
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Setting environmental targets for dairy farming
Environmental targets for dairy farming are necessary to help ensure that milk is produced in a sustainable way. However, setting such targets is not an easy task due to the variety of both dairy farming systems and methods for assessing environmental impacts. The IDF and FAO have undertaken impo...
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Organic dairy farming in developing countries
In countries in the global south, often referred to as ‘developing countries’, organic dairy farming faces some challenges, but also has huge potential. Even without having a premium price for organic dairy products, organic management of smallholder farms can often be beneficial in terms of low ...
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Organic dairy farming: towards sustainability
Ruminants play a key role in organic systems, due to their ability to use grassland resources, legumes from crop rotations and crop residues, and to supply manure for the soil. Grassland-based milk production therefore is likely to be the most sustainable system for dairy cattle in organic agricu...
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Ensuring biodiversity in dairy farming
Dairy farming may affect the biodiversity of microbial species, grass or pasture species, soil, native vegetation, and other flora and fauna on the farm itself. It can also affect aquatic, downstream estuarine and coastal biodiversity because of the nutrients, pesticides and sediments transported...
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The use of mid-infrared spectral data to predict traits for genetic selection in dairy cattle
Even in the era of genomic selection, relevant phenotypes are still needed and therefore phenotyping through the precise monitoring of the status of the cows, and their health, behaviour, and well-being as well as their environmental impact and the quality of their products is essential. The arri...
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Advances in dairy cattle breeding to incorporate feed conversion efficiency in national genetic evaluations
Genomic selection is often cited as being particularly effective for difficult to measure and/or expensive traits since recording can be specifically organised in nucleus herds and the benefits of that recording can be distributed to others through genomic breeding values on genotyped animals tha...
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Developments in genomic predictions in dairy cattle breeding: a historical overview of methods, technologies, and applications
Selection and breeding decisions have traditionally been made based on phenotypic measurements and pedigree information of selection candidates or close relatives. However, the recent availability of genomic information on a large number of markers has transformed modern dairy cattle breeding aro...
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Genetic diversity in dairy cattle: variation within and between breeds
This chapter focuses on genetic diversity in dairy cattle, meaning that it examines those domesticated cattle breeds selected for milk production. The chapter presents the relevant definitions and discusses the role of natural and artificial selection in the creation of breeds and genetic diversi...
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Linking genotype to phenotype: improving functional annotation in dairy cattle breeding
Functional annotation describes known or predicted roles of a DNA variant or DNA sequence’s molecular function on the expression of a trait phenotype. Since whole-genome sequencing became economical, software was developed to filter variants based on these annotations. Functional annotation has h...
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The use of gene editing techniques in dairy cattle breeding
As the global population increases and incomes rise, global demand for dairy products is predicted to grow rapidly. The dairy industry will need to produce more product with fewer resources in the face of an ever-changing climate. Gene editing could complement existing technologies to increase pr...
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Recent developments in multi-trait selection in dairy cattle breeding
Selection indexes, and their underlying breeding objectives, are widely used in dairy cattle breeding, and indexes tend to play an important role in selection decisions made by commercial farmers in many of the more advanced dairy industries within well developed economies. This chapter describes...
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Advances in dairy cattle breeding to improve heat tolerance
Elevated temperature can impact dairy cows in many aspects, leading to a decline in productivity and ultimately the profitability of the industry. There is a need to breed for heat tolerant dairy cattle to mitigate these impacts. This chapter outlines technologies to breed for more heat tolerant ...
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Genetic evaluation: use of genomic data in large-scale genetic evaluations in dairy cattle breeding
Genomic evaluation has been successfully implemented in nearly all advanced dairy producing countries. Methods to compute genomic genetic evaluations for dairy cattle can be divided into single-step methods and multi-step methods. This chapter introduces the use of mixed model equations and the n...
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Advances in dairy cattle breeding to improve longevity
Improving longevity of dairy cows has long been of economic interest. There is also a societal interest in improving longevity and evidence suggests it is an important factor in mitigating greenhouse gases. Longevity is a complex trait to record and to improve genetically, despite considerable ge...
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Improving phenotypic prediction in dairy cattle breeding using the metagenome
The microbiome can be considered as a holobiont organism that populates different niches in mammals. New advances in metagenomics studies offer new possibilities to incorporate the metagenome information into strategies to improve sustainability of animal production. This chapter explains the imp...
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Finding causal variants for monogenic traits in dairy cattle breeding
Many of the most striking traits we recognise in cattle are caused by one or a small number of large effect mutations. These include breed-defining characteristics such as coat colours and patterns, hair length, and horn status. Many deleterious effects in cattle can also be attributed to single ...
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Genetic and phenotypic improvements in temperate dairy systems: an overview
In the past 50 years, the dairy industry has benefitted from major advances in management, nutrition practices, reproductive technologies, and genetic selection. The refinement of selection indices over time has been shown to be an effective way to make progress on a variety of economically impor...
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Development of dairy breeding programmes
Genomic selection has revolutionized dairy cattle breeding programs. Young bulls can be selected at a young age without progeny testing at a much lower cost than previously. This reduction in generation interval makes it possible to double genetic trend. This chapter explains the context of dairy...
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Opportunities and challenges in crossbreeding dairy cattle in temperate regions
Crossbreeding is an old technology; however, when used in today’s dairy systems, crossbreeding can produce profitable results for dairy producers. Interest in crossbreeding of dairy cattle has become a topic of great interest in the last ten years and has developed in response to concerns dairy p...
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Advances in dairy cattle breeding to improve resistance to claw disorders/lameness
Foot and claw disorders are, along with reproductive and udder health problems, major reasons for involuntary culling in dairy cattle. Culling due to lameness accounts for 8-15% of all culls. This chapter describes the key factors needed to achieve genetic improvement of claw health and discusses...
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Developments in the use of embryo technologies in dairy cows
Reproductive technologies offer the opportunity to produce far greater numbers of offspring from genetically valuable dams, than they would normally have in their lifetime. Technologies such as ovum-pickup when applied to harvest oocytes from prepubertal animals provide the means to dramatically ...
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Assessing inbreeding and genetic diversity in the holstein breed using pedigree and genomic approaches
Various breeding strategies to improve dairy cattle production, conformation, health and, more recently, efficiency, have been developed. However, as selection intensity within these finite populations has increased, so has the relatedness within individual populations. This chapter looks at inb...
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Advances in dairy cattle breeding to improve fertility/reproductive efficiency
The decline in fertility over the last few decades, especially in high milk producing dairy cows, is a major concern in many countries with modern dairy industries. Fertility is a compound trait of many events leading up to successful calving and subsequent lactation. Fertility traits in cattle h...
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Genetic and genomic dairy cattle evaluations in developing countries
Genetic improvement programmes have delivered huge economic returns in developed countries. Supporting these successful genetic improvements are efficient genetic evaluation systems (GES) for the accurate evaluation of animals on which selection is based. Thus, GES is not only an integral and imp...
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International genomic evaluation methods for dairy cattle
The primary systems of data recording and genetic evaluation of dairy cattle are managed at a national level, with separate programs being run by each country, or in some cases for a small group of countries. However, international genomic evaluation methods for dairy cattle are needed so that si...
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The use of genomic information to improve selection response while controlling inbreeding in dairy cattle breeding programs
This chapter discusses the use of genomic information to improve selection response in dairy cattle breeding programs. It assesses population size and inbreeding, as well as discussing how genetic information can be used to reduce inbreeding. The chapter also provides an understanding of the gene...
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Nutritional strategies to improve nitrogen efficiency and milk protein synthesis in dairy cows
Dairy production is associated with significant losses of nitrogen to the environment, contributing to the degradation of air and water systems. These losses must be decreased to make dairy farming sustainable, and a primary means of doing this is to increase the conversion of feed protein into m...
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Advances in breeding of dairy cattle
Dairy cattle breeding faces challenges such as reduced genetic diversity and the improvement of production over functional traits. This collection reviews the latest research on genetics, genetic diversity and advanced methods of genetic evaluation and selection.
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Achieving sustainable production of milk volume 1
This book provides a detailed review of current research on key components and quality traits of milk as well as ways of measuring milk quality. It then discusses genetic factors affecting these traits and how they can be used to improve breeding of dairy cows.
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Breeding and management strategies to improve reproductive efficiency in dairy cattle
Although high reproductive efficiency is critical to sustainable dairy farming, reproductive failure is the primary reason for culling dairy cows in many countries. Yet, high milk production and high first-service conception rates often co-exist in well-managed dairy herds. The use of artificial ...
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