eBook Chapters

The fruits and vegetables are highly perishable in nature. The losses in harvested fruits and vegetables start immediately after harvesting and the resulting spoilage caused by biochemical changes (enzymatic) and activity of microorganisms such as bacteria, moulds and yeast. The losses caused by the microorganism in fruits and vegetables products can be prevented by controlling or destroying these organisms in order to preserve fruits and vegetables by processing and preservation means. The processing and preservation is one of the most important activities among various types of activities of Horticultural Science.

Processing: The processing can be defined as an activity, which is performed to maintain or improve the quality or to change the form or characteristics of the product. Processing operations are undertaken to add value to horticultural produce after their production. The main purpose of processing is to minimize the qualitative and quantitative deterioration of produce after harvest.

Preservation: Preservation can be defined as the science which deals with the methods of prevention of decay or spoilage of produce and allow it to be stored in a fit condition for future use.

Fruits and vegetables can be preserved for short and long term. For short term preservation can be achieved by proper handling of produce and low temperature storage. Long term preservation can be achieved by canning, drying and dehydration, fermentation and by using chemical preservatives.

Public relations (PR) encompass a diverse range of tools and techniques designed to create, maintain, and improve the public image of an organization or individual. These tools serve to engage different audiences, manage brand perception, and build trust. With the rise of digital media, traditional PR tools have evolved, blending with new digital strategies. This chapter explores essential PR tools, offering insights into how they work, their applications, and relevant case studies to illustrate their effectiveness.
Public relations tools are varied and adaptable, designed to communicate effectively and build relationships with different publics. Here’s a list of common PR tools, each with a unique role in achieving PR goals:
1. Media Relations
2. Press Releases
3. Media Kits
4. Newsletters
5. Social Media
6. Events and Press Conferences
7. Public Service Announcements (PSAs)
8. Sponsorships and Partnerships
9. Blogs and Content Marketing
10. Community Engagement and Corporate Social Responsibility (CSR) Initiatives
11. Influencer and Blogger Outreach
12. Crisis Communication Plans
13. Surveys and Polls
14. Email Campaigns
15. Webinars and Virtual Events

Radiation therapy is the delivery of ionizing radiation to a specific body areas with the goal of obtaining maximum lesion control with minimal complication. Radiation therapy is based on the fact that ionizing radiation is lethal to the cells, particularly rapidly dividing ones. Normal cells in the irradiated area may be as sensitive to ionizing radiation as tumor cells. Therefore, the normal tissue response limits the amount of ionizing radiation that can be tolerated by the patient. Effective use of radiation therapy requires an understanding of the physics of the radiation used and normal cellular and tumor biology as it relates to radiation therapy as well as an appreciation of the clinical application of veterinary radiation therapy.

Radiographic positioning refers to placement of the body in respect to linear alignment of X-ray tube and film. Correct positioning is a most important prerequisite to obtain a diagnostic radiograph. Misinterpretations can result from inaccurate positioning.  Label the film before exposure with anatomical lead markers/ X-rite tape. The anatomical markers should be placed in close proximity to the area of interest without overlying important structures. At least two exposures of the part at 900 to each other should be taken to get complete anatomical information of the part.

Concept: Seed blending is the process of merging two or more types of the same species, for as Kentucky bluegrass cultivars Merion, Baron, and Park. Contrarily, seed mixing refers to the blending of two or more species, however every species may have more than one variation represented, such as Jamestown and Cascade chewing fescue combined with Merion and Fylking Kentucky bluegrass. Seed is typically distributed in blends, primarily Kentucky bluegrass blends, for sod growing purposes. For home lawns, parks, and other utility areas where upkeep levels would not be adequate to maintain pure Kentucky bluegrass turf, mixes of different grasses are typically employed. Naturally, when it comes to pure seed quality, no blend of grass seeds is superior to the individual ingredients. Every time a new blend needs to be made; extreme caution must be taken to ensure that the mixing equipment can be completely cleaned to prevent any contamination from unwanted species—bent grasses are perhaps the most challenging to deal with.

I. FILL UPS

1. _____ is required during raising of a seed crop to avoid contamination due to natural crossing.
2. _____ is another potent source of genetic contamination i.e., the plants differing in their characteristics from the seed variety.
3. Removal of off types is referred as _____.
4. _____ is the distance maintained between the seed crop and source of contaminant.
5. The isolation distance for cotton foundation seed production is _____.
6. The isolation distance for paddy is _____.

1. GENETIC PRINCIPLES

1.1. Maintenance of genetic purity during seed production

The methods suggested by Home (1953) and Hartmann and Kester (1968) may be used wholly or in part to maintain high levels of genetic purity during seed production.

The various steps suggested by Home (1953) to maintain varietal purity are as follows:

6.1. Genetic principles

6.1.1. Maintenance of genetic purity during seed production

1. Steps suggested by Home (1953)

Objective of Seed Storage

The primary goal of seed programs, which include storage, is to maintain the high standards of the seed from harvest until the crop is sown in the following or future seasons. Additionally, seeds are kept in storage for longer periods of time for a variety of reasons, including protection against crop failures during emergencies or natural disasters, maintaining active genetic stocks for breeding, germplasm preservation for long-term use, stock preservation for the domestic and international seed trade in response to market demands, and parental line seed preservation for the transnational seed industry during one or more growing seasons. The seeds of most major agricultural species can be classified as either orthodox or desiccation tolerant. A drop in storage temperature and relative humidity, commonly referred to as seed moisture content, shortens their shelf life. Seeds deteriorate even in dry storage because of alterations caused by pests and pathogens as well as physiological deterioration. This is accurate, even though the amount of time seeds takes to germinate and stay viable varies according to the makeup of the different plant species. A good seed program handles the seed with care, regulates the store’s temperature and relative humidity (or seed moisture in the case of hermetically sealed containers), and adheres to good sanitation practices to preserve the high planting value of the seed in terms of purity, germination, vigour, and seed health.

“Standards are to Industry as Culture is to Society” said Shri C. Rajagopalachari, the first Governor General of India. Shri C. Rajagopalachari was inaugurating a conference on Standardization and Quality Control in February 1948. The great statesman has beautifully summed up the importance of standardization.

The basic principles on which procedures and practices are based had their origin in the United Kingdom, where the first national standardization movement started as early as 1901. Thereafter, procedures have been continuously developed, modified and improved till considerable similarity is achieved.

A systems perspective is essential in understanding sustainability. The system is envisioned in its broadest sense i.e., from the individual farm to the local ecosystem and to communities affected by this farming system both locally and globally. An emphasis on the system allows a longer and thorough view of the consequences of farming practices on both human communities and the environment. A systems approach gives us the tools to explore the interconnections between farming and other aspects of our environment.

Towards Sustainability

Sustainability means preserving human life on Earth. Meeting human needs is thus vital in creating a sustainable society. It follows that one of The Natural Step’s principles of sustainability is to meet human needs worldwide.

2.1 Definition and Key Concepts of Sustainable Aquaculture

Aquaculture, the practice of farming aquatic organisms, has become an essential component of global food production. As the demand for seafood increases, the sustainability of aquaculture practices is critical to ensuring long-term ecological, economic, and social benefits. This essay explores the definition and key concepts of sustainable aquaculture, emphasizing its importance, guiding principles, and the strategies employed to achieve sustainability.

Definition of Sustainable Aquaculture

Sustainable aquaculture refers to the development and management of aquaculture systems that meet the needs of the present without compromising the ability of future generations to meet their own needs. It involves balancing the economic viability, environmental health, and social equity of aquaculture practices. Sustainable aquaculture aims to:

1. Protect and Restore Ecosystems: Minimize environmental impacts and enhance ecosystem services.

2. Support Economic Viability: Ensure the profitability and resilience of aquaculture operations.

3. Promote Social Responsibility: Foster equitable access to resources, benefits, and opportunities for all stakeholders.

Diverse soil and climatic conditions prevailing in different parts of the country offer scope for cultivation of a variety of crops in India.  Around 250 crops either cultivated or grown under natural habitat are used for vegetable purpose.  The crops and varieties vary in their soil and climatic requirements, cultivation practices, resistance to pests and diseases, quality etc.

Considering the climatic conditions for growing vegetable crops and for evolving zone wise technologies and recommendations, the entire country is divided into eight agro-climatic zones under the All India Coordinated  Research Project (Vegetable Crops) as given in Table 1.

Diverse soil and climatic conditions prevailing in different parts of the country offer scope for cultivation of a variety of crops in India. Around 250 crops either cultivated or grown under natural habitat are used for vegetable purpose. The crops and varieties vary in their soil and climatic requirements, cultivation practices, resistance to pests and diseases, quality etc.

Considering the climatic conditions for growing vegetable crops and for evolving zone wise technologies and recommendations, the entire country is divided into eight agro- climatic zones under the All India Co-ordinated Research Project (Vegetable Crops) as given below:

Table: Agro-climatic zones and states under each zone

Due to continuous pressure on our food security even after independence, the cultivation has been expanded to marginal and sub marginal lands that are prone to different types of erosion. Though the rainfed farming is based on the erratic and uneven rainfall, it contributes nearly 50% food grain, 90% oilseeds and pulses and 65% cotton production.

Glutaraldehyde shall be chosen for the disinfections processes after the disposal of the carcass, subsequent to the post- mortem (however, it is carcinogenic in nature).

Feeding wild animals in captivity presents a fearful challenge. There arehundreds of species to consider, each representing millions of years of evolutionary adaptation to particular ecological system.

Natural foods range from Ants to Antelopes. (Antelope = African (deer like) ruminant, forexample-gazelles, gnus, kudus and impala) and Mouth structures varyfromEdentate (toothless)toCarnassial(specialized pre-molars and molars).

Stomach : These may be

a) Single

b) Quadruple.

Intestines: These may be

a) Tube likeor

b) Equipped with a caecal fermentation vat (vat = large vessel).

On the surface, the problem appears unsolvable, … it certainly is not easy. But the need persists to nourish all captive species as appropriately as possible … it is not feasible to wait until a DATABASE is developed comparable with that which exists for domestic animals.Actually domestic animal data can be very useful for the estimation of nutrient needs of wild counterparts.

Abstract

Inspired by the human eye to brain assessment process, computer vision technology has demonstrated its potential for monitoring and controlling of several operations in food industry. Computer vision technology is, therefore, applied extensively in food drying process for monitoring nutritional value and sensorial characteristics because of its promising characteristics such as reliable objectivity and repeatability. In this chapter, after providing a brief explanation of the computer vision technology and its prerequisites and principles, an example is given to elucidate how this technology is used for monitoring the visual attributes of foodstuffs during drying process. Overall, monitoring the visual properties of food products like size, shape, color, and texture in off-line mode are the most popular issues to fascinate researchers’ attention to apply the computer vision technology in food drying. Nevertheless, industrial applications of the computer vision technology for real-time monitoring and control of food drying facilities as final goals of its introduction in food drying industry seem to be limited. For future studies, it is suggested to apply this unique technology along with advanced soft computing methodologies for in-line monitoring and control of food drying process in order to achieve high quality dried products. Finally, outlooks and potential employment of this technology in food drying domain are discussed as well.

Introduction

Biodynamic farming represents a unique and comprehensive approach to agriculture that integrates scientific and spiritual dimensions to cultivate not just crops, but entire ecosystems. Emerging in the early 20th century as a response to the growing concerns over the industrialization of agriculture, this method is grounded in the principles of anthroposophy, a philosophical movement founded by Rudolf Steiner. Biodynamic farming is not merely a set of agricultural practices; it embodies a worldview that considers the farm as a living, self-sustaining organism, where all elements are interrelated and interdependent.

At its core, biodynamic farming seeks to create a harmonious balance between the physical, biological, and spiritual aspects of farming. It emphasizes the importance of the farm’s natural rhythms, including lunar and cosmic influences, which are believed to impact the growth and health of plants and animals. Farmers who practice biodynamics use a variety of unique preparations made from fermented herbs, minerals, and manure to enhance soil fertility and plant vitality, following a biodynamic calendar that guides the timing of sowing, planting, and harvesting.

It was in 1968 that the term Green Revolution was coined by Dr. William Gaud of USA to describe advances in agriculture arising from productivity improvement. Even in 1968, I concluded that if farm ecology and economics go wrong, nothing else will go right in agriculture.  I expressed my views in the following words in my lecture at the Indian Science Congress Session held at Varanasi in January 1968:

Exploitive agriculture offers great dangers if carried out with only an immediate profit or production motive. The emerging exploitive farming community in India should become aware of this. Intensive cultivation of land without conservation of soil fertility and soil structure would lead, ultimately, to the springing up of deserts. Irrigation without arrangements for drainage would result in soils getting alkaline or saline. Indiscriminate use of pesticides, fungicides and herbicides could cause adverse changes in biological balance as well as lead to an increase in the incidence of cancer and other diseases, through the toxic residues present in the grains or other edible parts. Unscientific tapping of underground water will lead to the rapid exhaustion of this wonderful capital resource left to us through ages of natural farming.

Introduction

The floodplain wetlands or beels are used as multiple use and multiple users system. The large numbers of the stakeholders participate in the beels both within fisheries and across other sectors like forestry, animal husbandry, agriculture, flood control etc. (Sugunan & Sinha 2001, Ramsar Convention Secretariat 2004). The different set of stakeholders constitutes a diverse set of interests, goals and priorities for the fisheries. Therefore, under the present context, the fisheries managers face an extremely complex situation in governing fisheries of the wetlands. Such complexities lead to sub-optimal or unwise use of the wetlands. There is growing concern over the depletion of resources, poor quality of aquatic environment, poor potential realization, poor fisheries management, inequities, conflicts, over exploitation etc of the beels (CIFRI 2000, Pomeroy & William 1994, Welcomme & Bartley 1998). These issues are the outcome of the complex fisheries exploitation system and research efforts are being made to find suitable management regimes to address such issues. The evaluation of outcomes, identification of the shortcomings and understanding decision making process have been an important researchable areas (Pomeroy & William 1994, ICLARM & NSC 1998). Evaluation of a system should include depiction of its goals or objectives and an assessment of how well they are met as well as obstacles faced in meeting them. Accordingly, it is important to identify the management context of the beel fisheries management viz., the formal goals of a fishery management regime; the formal or informal goals of the various actors within it; the processes by which goals are identified and contested; processes through which they are linked to other aspects of the regime- including knowledge production and the implementation of action measures (ICES 2000). Therefore, it is imperative to understand the objectives, decision making process and criteria for evaluation of the fisheries management of the wetlands as a step towards further research in designing effective management regimes. The paper attempts to delineate the system in the simplistic way as well as review the relevant literature to map the objectives, decision making arrangements and evaluation criteria for assessing the fisheries management regimes of the beels. The present paper has been made based on the experience and understanding developed in the context of the beel fisheries management of Assam.

Introduction

The Horticulture crops and commercial crops like sugarcane have become a key drivers for economic development in many of the states in India, and it contributes 29.5 per cent and 24.80 percent respectively to the GDP of agriculture, which calls for technology-led development. The research priorities for genetic resource enhancement and its utilization, enhancing the efficiency of production and reducing the losses in environment friendly manner and effectively channellising the marketing for the produce. Accordingly the research was taken up to study on the prioritization of research for the crops viz., sugarcane, banana and jasmine. The study deals with the knowledge, adoption and research priorities on selected crops’ cultivation which has already been occurred.

The prospects of Farm Animal Genetic Resources (FAnGR) are exceedingly uncertain. The FAnGR characterize the genetic makeup of the thousands of local breeds worldwide which are well-adapted for producing in harsh environments, and which for millennia have been essential in nourishing human communities. Currently, the genetic diversity in numerous livestock breeds across the world is threatened. Decades of consistent selection intended mainly for production increase has caused irreversible loss of genetic diversity (FAO, 2009).

Managing the National Food Security System

Rajiv Gandhi understood the wisdom of Gandhiji’s doctrine that Gram Swaraj is the pathway to Purna Swaraj and launched the Panchayati Raj movement. Schedule 11 of Constitution Amendment 73 entrusts panchayats with the responsibility of managing natural resources and fostering sustainable agriculture. Representative democracy through elected members, one third of whom are women, and participatory democracy through Gram Sabhas, are powerful tools for ensuring a pro-nature, pro-poor, pro-women, and pro-livelihood orientation to all rural and agricultural development programmes.
 
The National Commission on Farmers has emphasised the need for community-managed food and water security systems promoted with the help and oversight of Gram Sabhas.  The Gram Sabha can serve as a Pani Panchayat to ensure that rainwater is not only harvested, but is used in a sustainable and equitable manner.

The objective of the present study was to explore the therapeutic potential of Tribulus terrestris and ITK formulation against obese streptozotocin- induced type II diabetes and diabetic nephropathy in male Wistar rats. In Phase I study, 70% hot ethanolic extract of Tribulus terrestris fruits and hot aqueous extract of ITK formulation (ingredients gum acacia, black cumin, wheat and barley) was prepared and evaluated for in vitro antioxidant and antidiabetic activity of extracts. Extracts have potent antioxidant (studied by 2, 2-Diphenyl 1-picrylhydrazyl (DPPH) and 2, 2’-Azino-bis (3-ethylbenzothiazoline-6 sulphonic acid) (ABTS) radical scavenging assay), antidiabetic (determined by in vitro α-amylase and α-glucosidase inhibitory activity) and glucose uptake potential in cultured lymphocytes and were observed to possess carbohydrates, alkaloids, proteins and amino acids, tannins, flavonoids, saponins, fixed oils and resins in Tribulus terrestris fruits with additional glycosides in ITK formulation after screening by qualitative tests and further confirmed to possess active principles having antidiabetic, antioxidant, nephroprotective, cardioprotective and anti-inflammatory properties.

Pesticide use in agriculture has evolved at several stages in the last few decades. Pesticides, as defined by the FAO, are any substance or mixture of substances intended to prevent, destroy, or control any pest, including vectors of human or animal disease, unwanted species of plants or animals causing harm during or otherwise interfering with the production, processing, storage, transport, or marketing of food, agricultural commodities, wood and wood products, or animal feedstuffs, or substances that may be administered to animals. A plant growth regulator, defoliant, desiccant, or agent used to thin or prevent premature fruit fall, as well as substances applied to crops before or after harvest to prevent them from deteriorating during storage and transportation, are included in this category.

Today’s agrochemistry has a massive challenge: ensuring the availability of high quality active ingredients to enable long-term control of pest species, weeds, and agricultural diseases. The differential uptake and transfer of the active ingredient by target and non-target organisms can contribute to diverse biological activity.

Abstract

An attempt has been made in this paper to study probability model for modeling of spell distribution & Weather Cycles during the monsoon period (June to September) at Cochbehar, West Bengal. The daily rainfall data of 31 years (1970 to 2000), recorded at Cochbehar have been analyzed. In this study, it was found that daily rainfall during monsoon period follows Markov Chain model. Markov dependent truncated geometric distribution model is best fitted for studying the Dry spells, Wet spells & Weather Cycles during the monsoon period.

True/False

Q.1.    The set of all possible outcomes of a variable along with the frequency (the number of occurrence) of each outcome or a group of outcome is called “Frequency Distribution”.
Q.2.    The frequency of an occurrence of each outcome of a trail divided by total frequency is known as “Relative frequency” of the outcome.
Q.3.    The distribution of total probability “1” into probabilities of occurrence of each outcome of a trial, is known as probability distribution of the outcome.

Random variable: A random variable is a variable that assumes numerical values associated with the events of a random experiment whose outcomes cannot be predicted with certainty. For example, Height of rice plants in a field; seed weight; No. of tillers per rice plant.

A random variable is of two types:-

1. Discrete random variable: The random variable which takes only countable values i.e., integral values. For Example, Number of tillers per rice plant. Here there can be finite no. of values between any two values.
2. Continuous random variables: The random variable which takes values within intervals. These values cannot be counted but can only be measured. Here there can be infinite no. of values between any two values for example, Height of rice plants in field; seed weight.

11.1 Learning Objectives
After comprehending this unit, we will be capable to:
i) Understand the conception of probability distribution;
ii) Appreciate the significance and applications of Binomial distribution;
iii) Understand the importance and uses of Poisson distribution;
iv) Know about the normal distribution and its’ applications.

11.2 Introduction

A probability distribution is a mathematical function that describes the likelihood of obtaining the possible outcomes of a random variable. In other words, it provides the probabilities of different events or values that a random variable can take. The sum of all probabilities in a probability distribution is equal to 1.

A probability distribution is a statistical function that describes all the possible values and likelihoods that a random variable can take within a given range. This range will be restricted between the minimum and maximum possible values.

The probability distribution shows how the set of all possible mutually exclusive events are distributed, and can be presented as an equation, a chart or a table.

A variable which can take different values with given probabilities is called a random variable.

There are numerous probability distributions which may be distinguished by whether the random variable is discrete, taking only a finite set of possible values, or continuous, taking an infinite set of possible values in a range of values.

A discrete random variable with only two possible values is called a binary variable, e.g. pregnant or not pregnant, diseased or healthy.

Probability distributions for discrete random variables The probability distribution for a discrete random variable y is the table, graph or formula that assigns the probability P(y) for each possible value of the variable y.

It has been a general notion that if an experiment is conducted under identical conditions, values so obtained would be similar. But the experiences of people have dispelled this belief. Observations are always taken about a factor or character under study, which can take different values, and the factor or character is termed as variable.
Hence, we have a set of outcomes (sample points) of a random experiment. A rule that assigns a real number to each outcome (sample points) is called random variable. The rule is nothing about a function of the variable, say, X, that assigns a unique value to each sample point of the sample space.

The theory of probability has its origin in the games of chance related to gambling such as throwing a die, tossing a coin, drawing cards from a pack of cards etc. Jerame Cardon (1501-1576), an Italian mathematician was the first man to write a book on the subject entitled “Book on Games and Chance”, which was published after his death in 1663. The systematic and scientific foundation of the mathematical theory of probability was laid in mid-seventeenth century by two French mathematicians B. Pascal (1623-1662) and Pierre de Fermat (1601 1665).

Important terms and concepts

To understand probability, let us first get acquainted with some important terms and concepts associated with probability.

• Trial: An experiment is any natural or planned activity for which it is not possible to predict the particular result called a trial.

• Events: The possible outcomes of experiments of a trial are called events. For example: Tossing of a coin in an experiment and one toss of the coin is called trial. In tossing of a coin there are only two outcomes or events, i.e. head or tail.

Types of events

Events can be of following different types:

• Exhaustive events

• Equally likely events

• Mutually exclusive events

• Dependent events

• Independent events

• Null or impossible events

• Exhaustive events: It is the total number of all the possible outcomes of an experiment.

In day-to-day life, one comes across many statements which create doubt about certain happenings and one may want to determine the chance of occurrence of a particular happening, e.g., if one desires to know the chance of rain based on some metrological observations.  In the case of coin tossing, one wants to know what will be the chance of winning if a person always stakes for head in a fixed number of tossing. There can be innumerable such queries which one would like to make and meanwhile evaluate mathematically the chance of the occurrence of such possibilities.  This invoked the need of probability theory. The theory of probability came in existence when problems of games were referred to mathematicians like Karl Pearson, Laplace and others. Complicated applications involving advanced theory of probability and axionmatic approach of probability are not dealt within this book.

True/False

Q.1.    A set containing all possible outcome of a trial in a study is known as “Sample space”.
Q.2.    If we are interested in observing the blood type of a child born in a hospital then sample space may be a set S is of the form S = {A, B, AB, O}.
Q.3.    If outcomes are continuous in nature, the sample space is specified as an interval that contains all possible outcome values.
Q.4.    When the occurrence of one event excludes the occurrence of other events, the events are said to be “Mutually exclusive events”.
Q.5.    In case of testing the type of blood of a newly born baby in a hospital, the blood types A, B, AB, O or gender (male, female) are exclusive events.

In some experiments the result can be predicted with certainty. For example, the bulb will stop glowing when switched off, the evolution of hydrogen gas when zinc reacts with dilute hydrochloric acid. Such phenomenon where the result can be predicted with certainty is known as deterministic phenomenon. But in some experiments the result cannot be predicted with certainty. For example, Sales of a firm, profit made by a company, yield of a crop, etc. Such phenomenon where the result cannot be predicted with certainty are known as probabilistic or random phenomenon. Such phenomena are frequently observed in economics, business, agriculture, social science, biology, etc., and in our day to day life.

The theory of probability is a very important branch of statistics which provides a numerical measure of uncertainty.

7.1 Introduction

The theory of probability has its origin in the games of chance related to gambling such as throwing a die, tossing a coin, drawing cards from a pack of cards etc. Jerame Cardon (1501-1576), an Italian mathematician was the first man to write a book on the subject entitled “Book on Games and Chance”, which was published after his death in 1663. The systematic and scientific foundation of the mathematical theory of probability was laid in mid-seventeenth century by two French mathematicians B. Pascal (1623-1662) and Pierre de Fermat (1601-1665).

A. Definitions of probability

1. A probability relies on having an understanding of the theoretical model defining the set of all possible outcomes of a trial; we evaluate the probability solely on the basis of this model, without recourse to performing the experiment at all. It is often called an a priori probability. So, for example, we know that there are two equally likely outcomes when an unbiased coin is tossed: either a head or a tail. This is the model from which we can deduce that the probability of a defined event, obtaining a head, say, is 1/2 = 0.5.

2. The next approach to defining a probability, and the one commonly used in statistical inference, is to regard a probability as the proportion of times a particular outcome (the event) will occur in a very large number of ‘trials’ or ‘experiments’ performed under similar conditions.

The result of any one trial should be independent of the result of any other trial, so whether or not the event occurs in any one trial should not affect whether or not the event occurs in any other trial.

Introduction

Food is the most vital prerequisite for sustenance of human life and provides adequate nutrients for the metabolism. Recently several hypothesis supports that, beyond meeting nutritional needs, they play beneficial roles in improving health, and minimize the risk of illnesses (Roberfroid, 2000a). In this way, a novel term “functional food” was introduced and plays an outstanding role in improving the overall conditions of the human body (e.g. pre- and probiotics), lessening the threat of some ailments (e.g. cholesterol-lowering products), and also as therapeutics for several diseases (Roberfroid, 2000a, Roberfroid, 2000b, Mollet and Rowland, 2002).

Recently throughout the world, an extensive array of functional foods were developed which includes prebiotics, probiotics, synbiotics, foods supplemented with anthocyanins, phytosterols, isoflavones, antioxidants, and fat, sugar and salt-reduced foods. Amongst them, probiotic functional food has exerted beneficial effects on the health and is comprised of both probiotic dairy foods and probiotic non-dairy foods. The demand for dairy probiotic foods are increasing as it attributes to the beneficial health effects on the host by improving the survival of gastrointestinal microflora, production of bioactive compounds and prevention of lactose intolerance. Consequently, production of these foods is a significant research importance for both food manufacturing units and research institutes.

Probiotics are the important ingredients for foods with a “healthy” image. It could be combined with other beneficial ingredients or simply used to supplement the natural functional qualities of whole foods. The amalgamation of probiotic bacteria with nutrient rich foods, like dairy products, will have the additional value of improving consumer nutrition.

Recent awareness of consumers towards innovative probiotic fermented food products containing friendly bacteria and healthier foods has coined the term functional foods. Food development in the world is taking place mainly in three strategic directions as functional foods, organic foods and national foods. Every year the global demand is increasing at the rate of 15–20 %.

Fermentation by newer technologies involves specific strain of lactic acid bacteria. This brings specific fermentation under controlled conditions resulting in a specific fermented product with enhanced organoleptic, nutritional and therapeutic qualities.

There are potential beneficial medicinal uses of probiotics for which research is limited and only preliminary results are available. Recent research on the molecular biology and genomics of Lactobacillus has focused on the interaction with the immune system, anti-cancer potential, and potential as a biotherapeutic agent in case of antibiotic-associated diarrhoea, traveller‘s diarrhoea, pediatric diarrhoea, inflammatory bowel diseases and irritable bowel syndrome (Ljungh et al., 2009). Studies of some probiotics tested in vitro on human epithelial cell lines have shown that they could block the adhesion of shiga toxin producing E. coli (Sherman et al., 2005). These are claimed to be health promoting and/ or disease preventing beyond the basic function of supplying nutrients. Probiotic foods are emerging as an important category of food supplements. Earlier workers have shown the inhibition of diarrhea caused by E.coli using probiotic lactic acid bacteria and yeast (Yan and Polk, 2006). Ratledge et al. (2002) have studied the biochemistry and molecular biology of lipid accumulation in oleaginous microorganisms.

In 1908, Metchnikoff, the father of modern Immunology, wrote “Prolongation of Life” and created the incredible ongoing revolution known as the “Probiotic Revolution”. He proposed that “Lactic Acid Bacteria” (LAB) could render a great service in the fight against intestinal putrefaction and might postpone and ameliorate old age. Till then today, some 95 years later, dozens of the worlds most brilliant minds carry on the astonishing work that has scientifically been proven to generate restorative and healing effects in the body.

In the late 19^th century, microbiologists identified microflora in the gastrointestinal (GI) tracts of healthy individuals that differed from those found in diseased individuals. These beneficial microflora found in the GI tract were termed probiotics. The term ‘Probiotics’ is originally a Greek word meaning ‘for life’. Parker (1974) for the first time used this word. He defined Probiotics as “organisms and substances, which contribute to intestinal microbial balance”. But the most accepted definition of Probiotics was given byFuller (1989). He redefined Probiotics as “a live microbial feed supplement, which beneficially affects the host animal by improving its microbial balance”. Fuller’s definition since been broaden to state “a probiotic is a mono or mixed culture of live microorganisms which, when applied to animal or man, affect the host beneficially by improving the properties of the indigenous microflora”. This definition stresses the importance of live microorganisms that improve the health status of either man or animal and that occur in the mouth, gastrointestinal tracts (GIT), or upper respiratory or urogenital tracts (Havenaar et al, 1992).

To understand how probiotics work, it is important to understand a little about the physiology, microbiology of GI tract and the digestive process. The digestive process begins as soon as food enters the mouth and to stomach, the microbes present in the GI tract have the potential to act in a favourable, a deleterious or a natural manner. Microbes in small intestine and in large intestine complete the digestion process.

Abstract

Nutraceuticals have potential to be used as food supplement, preventive medicine and the growing evidence points in the direction that certain foods fight and or prevent against diseases. The development of next generation nutraceutical “super foods” or products consist of value-addition in the traditional natural diets.The word Nutraceuticals combine ‘nutrition’ and ‘pharmaceuticals’ to mean that they can be used as preventive drugs or food supplements. The increase in knowledge about the immune response unveils the fact that besides immunological disorders and infections the outcome of many other diseases like diabetes, hypercholesterolemia, rheumatoid arthritis, etc. can be modified by modulating Immune response. Hence, the efficient immunomodulators can be employed to prevent or cure the diseases as immunotherapeutic agents. The most acceptable alternative therapeutic agents are the edible sources. Hence the researchers shifted towards formation of nutraceuticals or foods acting as medicine, a concept which was given by Hippocrates long back.

Probiotics and prebiotics are widely used in animal nutrition to promote gut health, enhance immune function, and improve production performance. Probiotics are live microorganisms (e.g., Lactobacillus, Bifidobacterium, Bacillus, and Saccharomyces) that confer health benefits when administered in adequate amounts. Prebiotics, such as fructooligosaccharides (FOS) and mannanoligosaccharides (MOS), are non-digestible compounds that stimulate the growth of beneficial gut microbes. The optimal supplementation levels vary among speciesbased on their physiology, diet, and production goals.
Cattle
Probiotics
Lactobacillus acidophilus, Bifidobacterium bifidum, Enterococcus faecium,and Saccharomyces cerevisiae are commonly used.
Dose
Lactobacillus spp.: 1 × 109– 1 × 1010 CFU/head/day.
Saccharomyces cerevisiae: 5–10 g/head/day or 108– 109 CFU/g feed.
Prebiotics
MOS and FOS are used to improve gut integrity and nutrient absorption.

1. Introduction
Aquaculture is a rapidly expanding industry, playing a crucial role in addressing the global demand for high-quality protein sources as wild fish stocks face depletion. With aquaculture production on the rise, ensuring the health and productivity of farmed fish has become increasingly important. The health of the fish gut is central to achieving these objectives, as the gut is responsible not only for nutrient digestion and absorption but also for maintaining a strong immune defense. A well-functioning gut leads to better growth performance, reduced disease susceptibility, and improved overall fish welfare.
However, maintaining optimal gut health in aquaculture systems presents challenges. The intensive nature of fish farming can lead to stressors that compromise the gut environment, including changes in water quality, fluctuating diet compositions, and exposure to pathogens. Gut health issues often manifest in poor feed conversion ratios, slower growth, and higher mortality rates, all of which negatively impact aquaculture productivity and sustainability. Therefore, there is a growing focus on finding innovative and natural solutions to improve the gut health of farmed fish.
In recent years, the use of probiotics and prebiotics in fish nutrition has gained significant attention as an effective and eco-friendly strategy to modulate gut microbiota and enhance fish health. These functional feed additives are considered a natural alternative to antibiotics and other pharmaceuticals, which have historically been used to manage diseases and promote growth in aquaculture but come with risks of antibiotic resistance and environmental contamination.

Introduction

The term probiotic is derived from Greek and means ‘for life’ as opposed to antibiotics which means ‘against life’. The history of probiotics began with the consumption of fermented foods which was first observed in ancient Greeks and Romans [1]. The term, probiotic, as is used today was first used by Parker in 1974. Parker defined ‘probiotic’ as substances and organisms which contribute to intestinal microbial balance. In 1989, the term was modified further by Fuller. Thus, probiotic is a live microbial supplement which affects the host’s health positively by improving its intestinal microbial balance. This definition was broadened to include mono or mixed culture of live microorganisms which benefits animals or man by improving the properties of the indigenous microflora [2]. Some authors have interpreted probiotics as microbial cell preparations or components of microbial cells that have a beneficial effect on the health and well-being of the host.

Introduction

Let food be thy medicine and medicine be thy food- the age-old quote by Hippocrates, is certainly the tenet of today. Microbial cultures have been used for millenniums in food and alcoholic fermentations and in the past century have undergone scientific scrutiny for their ability to prevent and cure a variety of diseases. Later it became popular in improving human and farm animal nutritive values and recently in aquaculture also. The growing interest in the understanding the role of food in human health has moved from its primary role as a source of energy to the subtle action of biologically active food components on human health. Henceforth functional foods or nutraceuticals are of great demand in present time. The growing scientific evidence suggests that the food supplements containing beneficial bacteria can provide an array of benefits to the host. Now a day’s probiotic fermented foods are in great demand due to the awareness of beneficial aspects of probiotics among people. Several industries focused on the improvement of conventional fermented foods scientifically in order to fetch good market for their products. Particularly, animal feed companies and researchers have been looking for alternative products and strategies that can help to maintain animal gut health in order to prevent or reduce the prevalence of pathogens in the food chain. After understanding the mechanism and beneficial aspects of probiotics in detail at molecular level in earlier chapters, now it is relevant to discuss the applied part of probiotics. In this chapter, commercial importance of probiotics and probiotics derived products at industrial level are emphasized.

Introduction

Ruminants are provided with a microbial ecosystem in the gastro-intestinal tract which helps in the bioconversion of lignocellulosic feeds into volatile fatty acids which are utilized by the animal as a source of energy. This microbial biomass is also helpful in synthesis of microbial protein and B-complex vitamins for the host animals. Any disturbance in the microbial balance may affect the performance of the animal adversely and any improvement in the microbial environment may lead to the improvement in productivity of the animal. A number of chemical feed additive like hormone, antibiotics have been used to improve the performance of the animals. But due to residual left over in the animal products and risk of creating disease, resistance against antibiotics, the use of these chemical feed additives have been discouraged and even banned in some countries. As an alternative microbial feed additive seems to be more natural; as it is not creating any new thing in GIT but it is merely restoring the normal and ideal flora in the digestive tract to its full capacity.

Introduction

During the first 50 years of the 20th century, scientific focus was on the identification of essential elements and their role in the prevention of various dietary deficiency diseases. This emphasis on nutrient deficiencies or “undernutrition” shifted dramatically, however, during the 1970s when diseases linked to excess and “overnutrition” became a major public health concern. “Let food be thy medicine and medicine be thy food”, the age old quote by Hippocrates is the ideology of today’s health conscious population. Eli Metchnikoff, the Russian Nobel prize winner was the first one to recognize the beneficial role of selected bacteria on gastrointestinal tract of humans. Subsequently the “Theory of Longevity” by Metchnikoff was correlated with prolonged youth and a healthy old age, observed largely in Balkan peasants of those times, who used cultured milks in their diet (Kaufmann, 2008). Since then, the quest continues for understanding the role of wide range of food components and nutrients in enhancing health or preventing chronic diseases. The research in this field has resulted in a plethora of new labels for pro-, pre- and synbiotics.