eChapters

Introduction

Quality of fish is affected by various factors, which are classified into two categories: intrinsic factors and extrinsic factors. Intrinsic factors are the chemical and physical properties inherent to fish. Extrinsic factors are treatments given to fish before and after catch until it reaches the consumer, which includes the method of catch, cross contamination, processing, preservation, and product storage environment (temperature, humidity, packaging). The processing methods such as drying, smoking, chilling, and salting greatly help to minimize the spoilage. The quality of fish is also dependent on cold chain, in which the temperature is managed and monitored at every stage of production, transport, storage and sale.

2.1. Pre-Harvest Factors

Pre-harvest factors relates to the intrinsic factors affecting the quality of fish, as they are beyond the direct control of human. Various intrinsic factors affecting quality are fish species, size, sex, physiological state, parasites, naturally toxic fish, pollutants, and occasional peculiarities. Additionally, some of the extrinsic factors like method of catch and feeding interruption for starvation are also considered as pre-harvest factors affecting the quality of fish.

2.1.1. Species Characteristics

The quality of fish is related to species. For instance, flat fish keep better than round fish. Post-mortem pH varies between species. For example, long rigor period and low pH (5.4-5.6) of very large flatfish and halibut give relatively long iced storage life of 21 days, while mackerel with low post-mortem pH has no effect on shelf life. Some fish are rated as good quality as they are expensive, example, seer fish and pomfret. Fatty fish are rejected sensorial before lean fish due to the appearance of oxidative rancidity. So, lean fish keep longer than fatty fish under aerobic storage. Bony fish are edible longer than cartilaginous fish. Skin of fatty pelagic fish is very thin and contribute to faster

spoilage rate, as it allows enzymes and bacteria to penetrate more rapidly. Thick skin and slime of flatfish contribute for better keepability, as slime contains bacteriolytic enzymes, antibodies and other antibacterial substances.

Introduction

The risk assessment is gaining importance as the scientifically-based approach for the development of food safety and quality standards. It is a logical extension of HACCP revolution. In hazard analysis, first the hazards likely to occur in foods are identified, then an assessment is made of the severity of each hazard, and an evaluation is done of its likelihood to occur. Severity and likelihood are the two factors involved in risk assessment. Second, the increase in international trade has raised new safety and quality challenges. New approaches address the risk of cross-border transmission of infectious and hazardous agents with emerging food-borne diseases and quality problems. This has led to the development of a new safety and quality regulatory framework in 1995, the Sanitary and Phytosanitary (SPS) and the Technical Barriers to Trade (TBT) Agreements of the World Trade Organization (WTO). In these two Agreements, two provisions are of importance to fish safety and quality:

• National SPS and quality requirements should reflect standards agreed on in the international standards setting bodies i.e. Codex Alimentarius for food quality and safety.

• Domestic standards can be developed based on scientific risk assessment.

Risk assessment of microbiological hazards is identified as a priority area by the Codex Alimentarius Commission (CAC). In 1999, the Codex Committee on Food Hygiene (CCFH) in the 32nd session, identified a list of 21 pathogen commodity combinations that require expert risk assessment advice. FAO and WHO jointly launched a programme with the objective to provide an expert advice on risk assessment of microbiological hazards in foods to their member countries and to the CAC. Under which, expert groups are established to examine four priority pathogens: product pairings, e.g. Listeria monocytogenes in ready-to-eat food; Salmonella in eggs and broiler chickens; Campylobacter spp. in broiler chickens; and Vibrio spp. in seafoods. Risk assessment is therefore important throughout all aspects of the seafood industry - for companies, national governments and for international regulators.

Introduction

The international fish trade increases day by day reaching to a tune of USD 151 billion in 2020 (FAO, 2022). Many developing countries like India gain benefits from this trade as income through net foreign exchange reached to a level of 8.09 billion USD in 2019-20. Seafood supplied by developing countries contribute to 77% of fish consumption worldwide. The European Union (EU) is the single largest market for fish and fishery products to a tune of 91.74 billion USD in 2022 as a consequence of an increased per capita consumption among its Member States. Spain, Italy, Germany and the United Kingdom are the largest importer of fish and fishery products.

To protect consumer health and to protect the territory from the introduction of animal and plant diseases, the European Community (EC) has laid down joint conditions for imports of foodstuffs. The Directorate General for Health and Consumer Protection (DG SANCO) is responsible for food safety in the EU. The import rules for fishery products are framed of high standards with respect to hygiene, consumer safety and animal health status. It is important that importing countries and food business operators (FBOs) must understand the fundamental principles and requirements of the European Food Law to ensure efficient and smooth imports. The EU system relies on Government to Government assurances without any intervention of any private type certification or standards. The Competent Authority (CA) in the country of origin is responsible for giving the official guarantees to the EU regarding compliance and conformity to all requirements of its legislation. The Export Inspection Agency (EIA) is the Competent Authority in India for issuing the required official guarantees for export of fish and fishery products. The EIA maintains a complete list of all establishments under its control.

Introduction

Nutrition is the study of how food and nutrients affect the body’s health and well-being. It encompasses all aspects of food, from the food production, processing, consumption and digestion by the body. A balanced diet included all the essential nutrients such as carbohydrates, protein, fat, vitamins and minerals for maintaining good health. The recommended daily intake of nutrients varies depending on the age, gender and physical activity of a person. The nutritional need also varies depending on the lifestyle and medical condition of a person. The nutrition facts are based on recommended daily intakes for various nutrients, which vary based on factors such as age, sex, and physical activity. These facts are given on food packaging or label, providing important information on the serving size, calories, macronutrients and micronutrients, and other ingredients.

Nutrition labels are mainly intended to guide the consumer in food selection. Nutrition information provided on labels must be true and should not mislead consumers. Nutrition labelling regulations are provided by countries to help manufacturers. The Codex guidelines on Nutrition Labelling provide guidance to member countries to develop or update their national regulations and to encourage harmonization of national standards with international standards. According to it, no food should be described or presented in false, misleading or deceptive way. Nutrition labelling cannot solve nutrition problems, instead it is one of the elements of nutrition policy.

11.1. Nutrition Facts

Nutrition Facts means the nutritional information required for most of the packaged food in many countries giving the energy value and nutrients contained in the food. Nutrition facts labels are required by regulation similar to other types of food labels. It provides detailed information on the nutrient content of the food such as the amount of fat, sugar, sodium and dietary fiber.

Introduction

A fundamental issue when analysing trade policy reform in global seafood market is the extent to which domestic agricultural commodity markets in developing countries respond to changes in international prices. Price trans mission from the world to domestic markets is central in understanding the extent of the integration of economic agents into the market process.

Studies on the transmission of price signals are founded on concepts related to competitive pricing behavior. In spatial terms, the classical paradigm of the Law of One Price, as well as the predictions on market integration provided by the standard spatial price determination models (Enke, 1951; Samuelson, 1952; Takayama and Judge, 1972) postulate that price transmission is complete with equilibrium prices of a commodity sold on competitive foreign and domestic markets differing only by transfer costs, when converted to a common currency. These models predict that changes in supply and demand conditions in one market will affect trade and therefore prices in other markets as equilibrium is restored through spatial arbitrage.

The absence of market integration, or of complete pass-through of price changes from one market to another has important implications for economic welfare. Incomplete price transmission arising either due to trade and other policies, or due to transaction costs such as poor transport and communication infrastructure, results in a reduction in the price information available to economic agents and consequently may lead to decisions that contribute to inefficient outcomes. Fisheries and seafood food trade policy reform, especially, is a priority issue in the next WTO negotiations, as trade liberalization is viewed as encouraging allocative efficiency and long run growth.

Introduction

Impact Assessment is simply defined as the process of identifying the future consequences of a current or proposed action. The “impact” is the difference between what would happen with the action and what would happen without it (International Association for Impact Assessment). It’s a structured process for considering the implications, for people and their environment, of proposed actions while there is still an opportunity to modify (or even, if appropriate, abandon) the proposals. It is applied at all levels of decision-making, from policies to specific projects.

IA aims to

• provide information for decision-making that analyses the biophysical, social, economic and institutional consequences of proposed actions;

• promote transparency and participation of the public in decision-making;

• identify procedures and methods for the follow-up (monitoring and mitigation of adverse consequences) in policy, planning and project cycles; and contribute to environmentally sound and sustainable development.

Introduction

Ornamental fishes have been recognized as the important avenue for the income and employment generation in the country. The economic activities of ornamental fish culture involve a complete chain of the entrepreneurs and enterprises i.e. fish collectors from natural water bodies, local traders, exporters, manufacturers of the aquarium, fish breeders, ornamental fish farmers, vendors etc. With the increase in income and urbanization, the habit of keeping ornamental fishes has been increasing at rapid pace. However, there are no consitenet markets for Indian ornamental fish and a regular fluctuation with respect to destinations is reported since the geographical spread of the markets has exhibited an ever changing hue. The top markets of ornamental f ish from India are Singapore, USA, Hong Kong, Malaysia and Japan, which jointly accounted for about 70% of total India ornamental fish export. Amongst them Singapore alone accounts for almost 43% of total export in ornamental f ishes followed by Japan (14%) and Malaysia (10%). USA and Hong Kong both accounted for 7.5% each. However, contribution of India in world market is negligible. In India, the main objectives of ornamental fisheries are employment generation, women empowerment and earning foreign exchange. Keeping the imense potential of ornamental fish trade in mind the sector is identified as one of the thrust areas for development to augment exports in the country. To prosper any trade there are three pre-requisites called sustainability, quality and quantity.Potential natural resources of indigenous ornamental f ish of high value in the country has greatly contributed in development of ornamental fish industry.It provides enhanced cash income and thus provides better living standards for those involved in the trade. About 400 species of marine ornamental fish and 375 freshwater ornamental varities are available in varoius parts of our country. The domestic trade of ornamental fish is mainly dominated by production and marketing of low value ornamental fish like Gold fish, Koi carp, Sharks, Gourami, Angels, Barbs, Live bearers etc. The retail prices for these fishes vary around INR 15-50 each. The sustainable growth in this segment is possible through captive breeding to ensure a constant supply of hatchery-bred young ones to the global markets round the year. Breeding and culture of ornamental fish can be a promising alternative livelihood for women and unemplyed youth. The key factors for success in commercialization of ornamental fish farming are cluster/group approach in farming with wide species variability, production scale, and quality. The price competitiveness is limiting the middlemen to possible extent in the marketing and overcoming the supply or delivery limitations. Recognizing the potential and possibilities, Government of India has envisaged a program to unlock the country’s ornamental fisheries sector through implementing different activities in this sector. Implementation of Ornamental Fisheries on pilot basis, in its scope and reach, focuses mainly on creating an enabling environment for a sustainable and holistic development and management of ornamental fisheries for the socio-economic benefit & development of ornamental fisheries in India. Thrust areas have been identified for enhancing ornamental fish production through farming and conservation of natural resources through habitat restoration and creating mass awareness amongst the stakeholders.

Introduction

One of the greatest challenges facing the world is how to meet the nutritional needs of a growing human population that is projected to hit 10 billion by 2050. To meet the additional food demands imposed by the nearly 30% population increase, global food production has to increase by as much as 50% (FAO, 2017). This problem is further multiplied due to the imminent threat of an acute shortage of space to grow food, degradation of arable land, limited resources, climate change etc. in traditional ways (Yang and Kim, 2020). Between 1984 and 2016, India faced depletion of arable land at a rate of 0.12 % per year, which means we are left with land to live on, but shortage of food. Hence, to tackle these problems, there is a need to adopt intensive, environmentally friendly, multidimensional and sustainable food production systems like aquaponics (Dijkgraaf et al., 2019).

Aquaponics is a sustainable method of growing fish, and vegetables as well as f lowers (Mohapatra et al., 2020). It is becoming quite popular with individuals as well as commercial farming entrepreneurs, and governments interested in modern farming for year-round food production in different climatic conditions. Moreover, with this type of versatile farming, we can grow considerably more food with less water, land and labour than the traditional farming systems.

Introduction

The Himalayan and peninsular regions of India comprise of diverse coldwater resources in terms of upland rivers, fast flowing streams, high, mid and low altitude natural lakes and reservoirs (Singh and Akhtar, 2015; Singh and Sarma, 2017; Sarma et al, 2018). The Indus, the Brahmaputra and the Ganga basins in the Indian Himalayan Region (IHR) is a domicile of over 4 % of the country’s population having rich repository of biodiversity, a natural habitat of over 8000 species of flowering plants, 816 tree species, 675 edibles, nearly 1740 species of medicinal plants and about 258 species of fish (Singh and Akhtar, 2015; Pramanik and Bhaduri, 2016; Singh and Sarma, 2017). IHR mainly encompasses the states of Jammu & Kashmir, Himachal Pradesh, Uttarakhand, Sikkim and Arunachal Pradesh where the diverse natural resource-base and wide climatic range, harbour huge inhabitants of endemic, indigenous and exotic coldwater fish species extending an enormous scope of developing upland farming practices (Singh and Sarma, 2017; Singh, 2020), game and ornamental f isheries of large extent (Zaidi et al., 2018). These can provide an excellent opportunities for augmenting livelihood security of upland people residing in the Himalayan terrain, where opportunities to earn revenue is difficult and hard to adopt the farming practices. Today, the Himalayan states offer a unique value proposition in coldwater fisheries to harness its potential. There is an increasing trend of coldwater fish production from the present level of 52,084 MT to 90 thousand MT by FY 2024-25 boosting current productivity from ~1 ton/ha to 3 ton/ha. Coldwater fisheries in the country is now occupying a key place among India’s freshwater fishes, contributing significantly to the nutritional security and job creation in rural hilly areas. More than 1.40 lakh fishermen in India directly depend on coldwater fisheries in hilly areas. In Himalayan region, aquaculture and fisheries represent an essential, often irreplaceable source of high quality animal protein crucial to the balance of diets in marginally food secure communities. The aquatic resources in the IHR are quite valuable for the development of aquaculture and fishery for food, sport, recreation and employment. In this paper, the author has attempted to present possible opportunities in coldwater aquaculture and fisheries which has great promises of future for job creation and nutritional security.

A. Bacterial Diseases in Shrimp

Bacterial diseases in hatcheries and farms are being increasingly recognised as major hurdles to successful shrimp farming (Plate 6). Among the several bacterial diseases, diseases due to Vibrio sp. (vibriosis) are common. As majority of the Vibrio are secondary opportunistic pathogens, problems related to vibriosis can be traced to stress, poor water quality and bad management. It is widely accepted that the ubiquitous opportunistic vibrios are always responsible for causing mortalities in shrimp which are already stressed by poor water quality, external fouling and primary pathogens like viruses.

Vibrios are gram negative, oxidase positive, motile rods. Most frequently reported species in hatchery situations include Vibrio harveyi, V. vulnificus, V. parahaemolyticus and V. alginolyticus. All species of cultured shrimp are susceptible to vibriosis under stressful condition.

The common clinical signs associated with vibriosis are: 1) high mortalities, particularly in PL and young juveniles shrimp, 2) Moribund shrimp appearing hypoxic and often coming to pond surface and edges, 3) Reddening of shrimp, 4) Shell and appendage necrosis with blackening, 5) Presence of luminiscence in affected shrimp in tanks and ponds.

Viruses are submicroscopic particles made up of nucleic acid covered with a protein coat. The nucleic acid is either RNA or DNA and not both. Protein coat is often covered with an envelope and depending on the presence or absence of an envelope, virus can be an enveloped or non enveloped virus. Size of the virus vary from 20-200 nm. Shape of the virus varies from a simple icosahedra to bullet shape to complex brick shape.

Virus are classified based on their nucleic acid (DNAor RNA) and protein profile. However, additional details on type of disease, host range, and geographic distribution of the virus are also used in classification. The classification of the virus is decided by the International committee on taxonomy of virus (ICTV).

Viruses are obligatory intracellular parasites requiring a living cell to replicate. As the virion is lacking its own metabolic machinery, it depends fully on the living host cell for machinery and raw materials for its metabolism and replication. This complex biology of the virus has made it difficult to clearly identify a viral process to design drugs for selective killing without damaging the host cell. Any attempt to kill the intracellular virus affects the host cell.

Replication of Virus in a Cell

There are two kinds of entry into and exit of virus from a cell: a) receptor mediated endocytosis (RME), b) direct entry by fusion. Non-enveloped virus enter the cell by RME (Fig. 1). RME of virus is similar to regular entry of other macromolecules into the cell. With this receptor mediated specified process, virus enter a cell in a vesicle which later fuses with lysosome. Inside the lysosome, viral particles undergo partial changes in protein coat due to digestion by lysosomal enzymes and move to cytoplasm. Finally, this uncoated nucleic acid replicates followed by synthesis of proteins and assembly of viral capsid proteins and genome to full blown virus particles. The site of assembly of the virus may be in the cytoplasm or nucleus of a cell which is referred to as inclusion body. Inclusion bodies which varies in size, shape, location and staining reaction can be used as a diagnostic feature for some viruses. Non- enveloped virus exit from a cell by damaging plasma membrane and hence clearly show cytopathic effect(CPE) in cell culture.

Introduction

Oomycete and fungal diseases are considered as the second most economically impactful diseases in aquaculture, after bacterial diseases. However, among both the diseases, oomycetes are more common. The oomycetes are members of the Kingdom Chromista, which also includes diatoms, kelps, and brown algae. These group of pathogens form free-swimming zoospores and their cell walls are composed of cellulose and glycans rather than chitin. Fish-pathogenic oomycetes (Saprolegnia, Achlya, Aphanomyces and Branchiomyces), are commonly known as water moulds, are ubiquitously distributed in a variety of aquatic environments and ecological niches, and belong to the Order Saprolegniales. These pathogens have low host specificity and infect a diverse range of fishes. On the other hand, most of the fungi (Fusarium sp., Aspergillus sp., Candida sp., Paecilomyces sp., Penicillium sp. and Cladosporium sp.) responsible for infection in fish, form non-motile spores and their cell walls are made up of chitin. In addition, Ichthyophonus sp. an important pathogen which, superficially appears like fungus and produces spores and hyphae, belongs to a distinct clade of protistan parasites. Among the oomycete diseases, infection with A. invadans is considered as one of the most serious fish disease. Therefore, the disease is discussed elaborately.

Infection with Aphanomyces invadans: Infection with Aphanomyces invadans is popularly known as, Epizootic Ulcerative Syndrome (EUS). It has a complex infectious aetiology and is clinically characterised by the presence of invasive Aphanomyces infection and necrotising ulcerative lesions, typically leading to a granulomatous response (Plates 9 and 10). In an expert consultation held during the sidelines of the Fifth Symposium on Diseases in Asian Aquaculture (DAAV) at Gold Coast, Australia in November 2002, it was proposed to rename the disease as epizootic granulomatous aphanomycosis; however, the term EUS is still used popularly.

Introduction

Aquaculture and Zoonotic Diseases

Diseases that can transfer from wild or domestic animals to humans are referred to zoonosis (Fig 1). Zoonosis also includes biotoxin producing agents from fish to human beings which is well documented. There are a number of pathogens which spread from fish and shellfish to human and other domestic animals causing diseases.There are also many other infectious organisms of fish origin that have not been reported but have potential to infect and harm man. Zoonotic diseases originated from fish and shellfish have been documented in the past mostly from wild caught fish and shellfish. However, in the last 30 years as the capture fisheries is declining and aquaculture is growing steadily worldwide, zoonotic incidences from the latter are increasing.

Aquaculture growing at 6-7% annually world over including India is contributing to 50-60% of total fish production today. Additionally, aquarium industry is booming worldwide. Therefore,incidences and scale of zoonosis due to aquaculture are quite different from that from capture or wild fisheries. Disease outbreaks in cultured fish are often by pathogens indigenous to aquatic environment. In aquaculture, disease outbreaks are associated with quality and quantity of nutrients and high stocking density which increase pathogen load leading to easy transmission to human. Apparently healthy fishes may also harbor bacterial pathogens, especially in their kidneys and intestines. World Health Organisation (WHO) considers many diseases in aquatic animals as emerging type. Emerging diseases appear in a population for the first time or it may have been existed before, but is now increasing rapidly. Usually information on zoonotic potential of emerging diseases is limited which is essential to disseminate to human health managers. Potential biological contamination of aquaculture products can occur from bacteria, fungi, viruses, parasites and biotoxins. The location of the farm, the species being farmed, water temperature, husbandry systems, postharvest processing, and habits in food preparation and consumption are among the main factors influencing the zoonotic risk associated with aquatic animals and their products.

Introduction

From earlier chapters, it is evident that Lactobacilli and Bifidobacteria are the two important genera that have potent applications in food microbiology and human nutrition due to their role in food and feed production, preservation and also due to probiotic potentialities. Most of the bacterial species are still unknown indicating that the identification and classification of bacteria is a hard task since the beginning of microbiology and consequently our knowledge about bacterial ecology is very low. Mean while the expectations about novel bacterial products are high. Therefore, bacterial identification has become a growing field of interest in microbiology. Since, Lactobacilli and Bifidobacteria genera include a large number of species and strains exhibiting important properties in an applied context, chiefly in the area of probiotics as food and therapeutics, an updated list of species belonging to these two genera, their phylogenetic relationships and other relevant taxonomic information are of great significance. The classification and identification of a probiotic isolate at strain level point out its typical habitat and origin. Moreover, the species, or genus name, may also indicates the strain’s safety and technical applicability for its use in probiotic products. Taxonomy helps to place a newly identified organism in a relevant group and enables the scientific communication. Further it facilitates the construction of databases that can be used for rapid identification of organisms at laboratory level easily. Thus, taxonomy of Lactobacilli and Bifidobacteria helps to study these organisms scientifically and allows characterizing and arranging them in an orderly manner which promote the scientific community to explore the benefits from those organisms for the betterment of mankind.

Introduction

Preceding chapters discuss the essentials of probiotics, their role in maintaining gut health in combination with prebiotics and significance of systematic classification of probiotic isolates. Further, to draw an idea how probiotics function in the gut, it is essential to know the interaction of probiotics with other microorganisms in the gastrointestinal milieu - the site of their probiotic action. Knowledge in the ecology of probiotic microorganisms in host environment such as gut gives an ideal picture of their functioning manner and the factors (both host and microbial) responsible for it.

Study of microbial ecology in the gastrointestinal tract is very difficult since gut harbors highly diversified microflora that varies not only at species level but also at individual level. The diversity of gut microflora in two healthy individuals of same species may exhibit variations in their composition and it may be influenced by geodemographic factors also. In this regard, the present chapter deals with the study of ecology of Lactobacillus- most commonly used probiotic bacteria in the gastrointestinal tract which in turn helps in framing selection criteria for screening of potential probiotics.

Recent studies on interaction between human and gut microflora discussed that co-evolution between microorganisms and their host have contributed for the development of a very complex microbial diversity in the gut. Highly diversified microflora in the human gut is a consequence of natural selection at two levels, top-down and bottom-up selection pressure. Hierarchy theory expounds that higher levels compel lower levels for possible organizational solutions i. e. organisms at the higher levels govern the structure or population dynamics of an ecosystem while on contrary lower levels control the structure of ecology when bottom-up level is the selection pressure. In case of interaction between human and gut microflora, being host human is at higher level in the hierarchy for selection and as mentioned above, top down selection pressure is driven by higher levels; host selects the beneficial microorganisms for functional redundancy leading to the development of a microbial community with divergent microbial divisions. Chances for lateral gene transfer also thought to influence the selection process and there by structure of the microbial community. On the other hand, competition among the members of host selected microbiota exert bottom up selection pressure resulting in the development of highly specialized genomes with functionally prominent set of genes. Natural selection at host level obviously favors functionally constant microbial communities which benefits the host with functional redundancy encoded in their genomes. Mean while bottom-up cell-level selection pressure aspire to favor niche specialization to avoid competition between the members of microbial community. In order to be a part of specialized niche, to become more potent microorganisms adapt a particular set of abiotic and biotic factors within the habitat by acquiring new sets of genes essential for their survival and thus escape the competition from decrepit microbial species.

Introduction

It became clear from the discussions of previous chapters that probiotics perform metabolic functions such as fermenting indigestible dietary residues and endogenous mucus, production of vitamins, and absorption of minerals. They also play key role in intestinal epithelial cell proliferation and differentiation, and the homeostasis of the immune system. Further, probiotics are also known to involve in modifying gut pH, antagonizing pathogens through the production of antimicrobial compounds, competing with pathogens for recept or sites as well as for available nutrients and growth factors, stimulating immunomodulatory cells of the host, and produce a wide range of enzymes such as lactase, amylase, lipase, protease, phytase and so on. The molecular mechanisms of probiotics are largely unknown and opens avenue for research in probiotics. Moreover, current research in probiotics and health consciousness in the public lead to an increased interest towards probiotics from the public, researchers, governmental organizations (such as the WHO/FAO) and medicine and food companies. In this chapter, application of probiotics in treating various diseases and disorders are discussed.

Introduction

The mammary glands of female mammals secrete milk, a necessary food that is liquid and meets the newborn’s nutritional needs. All mammals consider milk to be a complete food for their newborns. It is considered a necessary food for humans and can be consumed as a product or as liquid milk. It contains almost all essential nutrients except iron, which is very low in milk. In essence, milk is an emulsion of protein and fat in water, supplemented with carbohydrates, vitamins, and minerals.

Definition of Milk

• Milk is a complex biological fluid that differs from species to species in both composition and physical properties. It is the full lacteal secretion of a mammary gland that is obtained by milking mammals for a minimum of 72 h after calving or until the milk is free from colostrum.

• FSSAI defines milk as the normal mammary secretion derived from the complete milking of healthy milch animals. It should be free from colostrum.

From a chemical perspective, milk is a dynamically balanced mixture that comes in different forms such as emulsion, colloidal suspension, and true solution. It also contains varying amounts of proteins, fats, carbohydrates, salts, and water.

Gross Composition of Milk

Milk composition varies among different mammals. The average chemical composition of milk in various species is given in Table 1. Buffalo milk and sheep milk contain higher amounts of fat, while human milk comparatively has the highest lactose content. Human milk has lower protein content as compared to milk of other species.

Proteins are composed of amino acids and are large molecules that play a crucial role in various biological processes. They are considered the fundamental building blocks of life due to their abundance in the body, constituting approximately 60% of the dry weight of cells. These complex biomolecules are intricately folded and twisted strands of amino acids, actively participating in vital life processes, including metabolism, locomotion, immune response intercellular signaling, and molecular identification. As macronutrients proteins are present in all living organisms and directly contribute to numerous metabolic pathways. It is important to note that proteins are unique to each organism, exhibit species specificity, and vary within different organs of the same organism. With 22 different amino acids, the properties of a protein molecule are determined by the specific arrangement of these amino acids. While plants can synthesize all the necessary amino acids for protein production, animals rely on external sources for certain amino acids. Proteins consist of amino acids connected through peptide bonds, formed by the linkage between the amino (NH2 ) group of one amino acid and the carboxyl (COOH) group of another amino acid.

This paper primarily considers the general principles of ultrasound and instrumentation and its application in camel reproduction.

Ultrasound waves are mechanical pressure waves similar to audible sound waves and must have a medium in which to audible sound waves and must have a medium in which to propagate. The “frequency” (f) is the number of high- or low- pressure regions crossing each area of tissue each second. The frequencies of the sound waves used in medical ultrasound are much higher than the human audible range (20 to 16000 Hz); hence the waves are called ultrasound. Ultrasound instrumentation

The gray scale imaging equipment uses only time delay and echo amplitude information in creating the image. Most equipment contains the same basic building- block circuits; transmitter, receiver, display and scan converter.

Transmitter

The first circuit building block, the transmitter circuit produces either a high- amplitude, short- duration voltage shock pulse or a driving voltage waveform. Then an output control attenuates the amplitude of the shock pulse or the driving voltage wave form before it is applied to the transducer.

Mesenchymal Stem Cells

Recent advances in the field of regenerative medicine have opened up newer therapeutic modalities using cell-based and cell-free therapies, particularly stem cells, as potential candidates. As per the definition, stem cells are the undifferentiated progenitor cells that can regenerate and can also differentiate into various specialized cells (Hoang et al., 2022). They can be classified as embryonic stem cells (ESCs), induced pluripotent stem cells (iPSCs) and postnatal adult stem cells (Locke et al., 2009). Among postnatal adult stem cells, mesenchymal stem cells (MSCs) have emerged as a popular choice of candidate for therapeutics due to the relatively easy availability, simple isolation techniques, low risk of teratogenicity, minimal ethical and legal concerns unlike embryonic stem cells, hence, are easy to apply in clinical research and practice (Voga et al., 2020). Among MSCs of different origin, bone marrow and particularly adipose tissue-derived stem cells (ADMSCs) received more attention and are one of the most common and promising stem cell types. These cells can be simply obtained from subcutaneous and omental fat or liposuction aspirates for the treatment of diverse clinical applications (Kim &Heo, 2014). These cells can also be expanded vigorously in vitro and differentiated into specific cell lineages such as adipocytes, osteoblasts, chondrocytes, and neurocytes and are even genetically stable in long-term cultures (Miana& González, 2018). Mesenchymal stem cells (MSCs) are multipotent progenitor cells possessing self-renewal ability (limited in vitro) and differentiation potential into mesenchymal lineages, according to the (ISCT) International Society for Cell and Gene Therapy (Dominici et al., 2006).

11.1 Quality

• Quality of fruit or any other commodity is combination of attributes, properties or characteristics like appearance, texture, flavor and nutritive value that determine their value to the consumer.

• Keeping quality is also an important quality attributes in all fruits.

• Quality parameters • Appearance (size, shape, color and freedom from defects)

• Texture (firmness and juiciness)

• Flavors (swetness, sourness, bitterness, astringency, aroma and off f lavour)

• Nutritional (vitamins and minerals)

• Quality management Quality management is a method of ensuring the effectiveness of all the factors those implemented to improve and maintain the quality in acceptance form at consumer’s level.

11.2 Pre-harvest management of quality

11.2.1 Genotype and rootstock management

INTRODUCTION

Fish live in a variety of watery habitats and comprise around 50% of all vertebrate species worldwide. There are approximately 21,723 known living fish species out of a total of 39,900 vertebrate species, with 8,411 found in freshwater habitats and 11,650 in marine environments (Jayaram, 1999). Fish are used as markers of contamination and contribute significantly to the preservation of human history and welfare, either directly or indirectly. According to Mittermeier et al. (1997), India ranks eighth in the world for freshwater biodiversity, making it one of the nations with significant biodiversity. There are over 2,500 fish species in India; roughly 930 of them are found in freshwater environments, and roughly 1570 are found in marine ones (Kar et al., 2006).

Fish diversity is particularly rich in the northeastern part of the nation; studies have shown that there are 267 freshwater fish species from 114 genera distributed over 38 families and 10 orders (Mahanta et al., 2003). Fish plays a crucial role in Assam's cuisine, where a wide range of fish species may be found in the region's floodplain wetlands because of the subtropical climate, favorable ecological and topographical circumstances, and inherent capacity for stocking. Assam's waters, including its wetlands, are home to around 217 fish species, representing 104 genera, 37 families, and 10 orders, according to Goswami & Singha (2023). Assam's lakes and marshes are vital for supplying the state's domestic fish needs, fostering economic growth, and giving the general public access to fairly priced food. In Maguri Beel, several fish are in danger of going extinct because of pollution, habitat damage, and the introduction of non-native species, overexploitation and human activity (Moyle & Moyle, 1995; Malakar & Boruah, 2017). The 2020 oil spill incident might have had a major impact on the variety of the ichthyofauna's composition. To address the same, a comparison of the same with earlier research is desperately needed. As a result, the current study intends to examine the fish variety of Maguri Motapung Beel, close to Motapung Village in the Tinsukia region of Assam and Dibru-Saikhowa National Park.

India has a primarily agrarian economy. A significant portion of the country’s land is utilized for agriculture, and many of its agro-ecological regions cultivate a broad spectrum of crops. With a production of 93.9 million tons (Mt) of wheat, 104.6 Mt of rice, 21.6 Mt of maize, 20.7 Mt of millets, 357.7 Mt of sugarcane, 8.1 Mt of fibre crops, 17.2 Mt of pulses and 30.0 Mt of oilseeds crops, in the year 2011-12, it is usual that a massive amount of crop residues are produced both on-farm and off-farm. The country produces approximately 500-550 Mt of crop residues per year in the country. Therefore, landholders are facing difficulties in managing crop residues in the country. The human population has grown four times in the last century. With a projected 9.7 billion people in the world by 2050, worldwide food consumption and the demand for meat and milk are likely to increase by as much as 73% and 58%, respectively. Improved agricultural and industrial practices have contributed to the population boom, which continues to put pressure on food supply to feed a growing population. Huge quantities of food resources will be needed, but again, the crop residues produced at these levels of global production pose major challenges.

Availability of Crop Residues

India produces more than 500 million tons (Mt) of agricultural residue on an annual basis. The quantity of residue produced has grown significantly due to the cultivation of wheat and rice. Crop residue output varies greatly, and the use of these residue is influenced by the crops cultivated, the intensity of cropping, and the productivity across different Indian regions. About 70% of the total crop residues (352 Mt) are contributed by cereal crops (rice, wheat, maize, millets), with rice contributing 34% and wheat 22%. The excess agricultural residues—that is, the residues left over after subtracting the amount used for other purposes—are often burned on the farm. The amount of surplus crop residues available in India is estimated between 84 and 141 Mt per year where cereals crops contribute 58. As an estimate, about 70 MTs of surplus crop residue are burned annually.

Field-ready pregnancy diagnostic tests are an important tool for improving reproductive performance in livestock. They help optimize breeding programs, resource allocation, and decision-making processes, leading to better economic outcomes and sustainable livestock production systems. Pregnancy diagnosis is an important tool for improving reproductive performance in livestock for several reasons:

1) Timely management: early and accurate pregnancy diagnosis allows farmers and livestock producers to make timely decisions about the management of pregnant and non-pregnant animals. This includes adjusting feeding regimes, providing appropriate veterinary care, and establishing breeding plans.

2) Optimized breeding programs: In livestock, controlling the timing of pregnancies is critical to maintaining a well-organized breeding program. With accurate pregnancy testing, farmers can identify non-pregnant animals and breed them back earlier, optimizing resource utilization and shortening the generation interval.

3) Resource allocation: early identification of non-pregnant animals helps avoid unnecessary allocation of resources such as feed and health care to animals that will not produce offspring in the current cycle. This efficient allocation of resources is essential to maintaining a cost effective production system.

4) Lower costs: unproductive animals consume resources without contributing to farm productivity. By quickly identifying non-pregnant animals, farmers can avoid the cost of keeping these animals during their non-productive period.

5) Genetic improvement: for livestock programs focused on genetic improvement, accurate pregnancy diagnosis is critical. It enables the selection and promotion of animals with desirable traits for breeding purposes, thus accelerating genetic progress.

Animal diseases on livestock farms can have significant impacts on animal health, farm productivity, and economic sustainability. Effective disease management and prevention strategies are crucial to minimize the risk of disease outbreaks and their consequences. Managing animal diseases requires a proactive and collaborative approach involving farm personnel, veterinarians, and animal health authorities. By implementing a combination of prevention, early detection, diagnosis, monitoring, rapid response and control measures, farms can effectively manage and mitigate the impact of diseases on animal health and farm operations. Outlined below are several prevalent animal diseases that can affect farms, along with prevention and management strategies.

Haemorrhagic Septicemia (HS)

It is an acute infectious disease of cattle and buffaloes characterized by sudden onset, high fever, edematous swelling of subcutaneous tissues particularly under the neck, pneumonia and fatal septicemia. HS is highly infectious OIE enlisted disease caused by two specific serotypes of Pasteurella multocida, the Asian serotype B:2 and the African serotype E:2. It causes huge economic losses to dairy farmers of Asia and Africa due to high morbidity and case fatality. The outbreaks of HS are quite common in North region of the country

HACCP: The Hazard Analysis and Critical Control Points (HACCP) is a scientific, rational and systematic approach to identify, assess and control hazards during production, processing, manufacturing and use of food. It ensures safety of the food. HACCP presents a good opportunity for the food industry for upgrading quality and bringing uniformity and consistency in their supplies to international market. or It is a systematic preventive approach to food safety that addresses physical, chemical and biological hazards as a mean of prevention rather than finished product inspection. It involves identification, evaluation and control of hazards which are significant for food safety.

HACCP plan: A document prepared in accordance with the principles of HACCP to ensure control of hazards which are significant for food safety throughout the food chain under consideration.

Haemagglutinins: A group of proteins of plants that are not antibodies and do not originate in an immune system but bind specifically to carbohydrate containing receptors on cell surfaces (red blood cells). It is also known as Phytoagglutins / lectins.

Introduction

In recent decades, economic reforms centred around liberalization, privatization, and globalization have emerged as fundamental drivers of economic transformation on a global scale. These reforms represent a departure from traditional state-centric economic models, emphasizing market-oriented approaches and greater integration into the global economy. This introduction sets the stage for a deeper exploration of the interconnectedness and impact of these reforms on economies worldwide, highlighting their significance in shaping the contemporary economic landscape.

Historical Background

During the 1980s, India found itself facing an economic crisis characterized by a gradual decline in its economy. By the decade's end in 1990, the country was plunged into a severe Balance of Payments (BOP) crisis. This crisis was caused by a mounting fiscal deficit and escalating overvaluation of the currency. Compounding matters, the invasion of Kuwait by Iraq occurred in the same year, triggering a significant spike in oil prices and a corresponding drop in remittances from Indian expatriate workers. The resultant increase in the cost of purchasing oil and the rapid decrease in net factor income from abroad exacerbated India's economic woes.

Pineapple [Ananas comosus (L.) Merr.] is an important commercial tropical fruit crop under the family Bromeliaceae. Centre of origin of this fruit can be traced back to Brazil, South America. It is eulogized as “Queen of Fruit” or “Friendship Fruit” or “Haven Fruit” or “Golden Queen”. The word ‘Pineapple’ came from the Spanish word “Pina” based on appearance of fruit which resembles a pine cone. Now, pineapple is termed as “Boon for dry land agriculture”. Pineapple is an introduced crop in India and was first introduced in Goa by Portuguese. The largest producer of pineapple is Thailand and India ranks 6th in the world pineapple production. In India, Tripura, Assam, West Bengal, Kerala are the leading pineapple producers. Pineapple is a CAM (Crassulacean Acid Metabolism), monocarpic (each stem flowers only once and dies after fruiting), herbaceous perennial plant (Baruwa, 2013) and is suitable for cultivation in xerophytic conditions (Baraily and Deb, 2018).

The earliest written references to pineapple are found in the reference of Christopher Columbus, Gonzalo Fernández de Oviedo y Valdés, and Sir Walter Raleigh. They found pineapple growing in the West Indies mainly for for food and wine making. The Portuguese sailors were responsible for early dissemination of the pineapple and introduced it to Saint Helena in 1502. They also carried it to Africa and India by about 1550. Cultivation of pineapple had spread over most of the tropical countries including some of the islands of the South Pacific before the end of the 16th century. Costa Rica, Brazil, China, India, and Thailand are now major growers of pineapple.

The history of plant growth regulation was knownfor many years before the time of Christ, when it was common practice in the Middle East to place a drop of olive oil on figs to promote development. The use of plant growth regulators (PGRs) to modify growth and flowering of pineapple began in 1930s. In eighteenth century when a carpenter was working in a greenhouse in the Azores Islandaccidently set fire to a pile of shavings. To the surprise of the grower who had thought his plants were ruined, they burst into flower instead of being damaged (Collins, 1960). In Hawaii, Rodriguez (1932) noticed in the pineapple fields that smoke from brush fires adjacent to the field caused premature flowering. The ingredients of smoke were subsequently found to be ethylene and acetylene, the unsaturated hydrocarbons. During the 1940’s, auxins were also shown to produce this effect,α-Naphthalene acetic acid (NAA), β-Naphthalene acetic acid (BNA), Fruitone and naphthaleneacetamide were the next forcing agent to become commercially used in pineapple. Since that time many works have been carried out with improving results like natural and synthetic compounds that alter function, shape and size of crop plants have been discovered. Today, specific PGRs are used to modify crop growth rate and growth pattern during the various stages of development from germination through harvest and post-harvest preservation. The use of regulating chemicals has become an important component of agro-technical procedures for most of the cultivated plants and especially for fruit plants.

Pineapple is an important tropical fruit crop of India introduced by Portuguese from Southern Brazil early in the 16th century. It is a versatile fruit acting as a rich source of nutrients in many favourite recipes. In addition, it is an excellent source of vitamins, minerals, and antioxidants,highlighting its role as anti-inflammatory, digestion, and immunity support.It resembles epiphytes where roots are sensitive to poor soil aeration (Joy and Sindhu, 2012). In the present day, the demand for pineapple is increasing gradually in different parts of the country. However, insect-pests infestation turns out to be one of the major impediments in its quantum of production.

Pineapple is infested by several insect pests like mealy bug, scale insect, thrips, fruit borer, white grubs, bud moths, midges, fruit flies, termites etc. during its entire crop duration. However, Mealy bugs appeared as the key pest of pineapple while otherslike scale insects, thrips and fruit borer could cause economic damage to the crop only under favourable environment. Therefore, emphasis must be given for development of suitableecofriendly management techniques by proper prophylactic (cultural, mechanical, biological etc.) and protective measures to reduce the insect-pest population below the economic damage through proper monitoring and regular survey of the crop field.Thus, this chapter emphasizes on the important insect-pests infesting Pineapple along with their appropriate management options.

? Secondary metabolites of toxigenic fungi on animal food and food ingredients which causes adverse effects when consumed.

? 1942-44: Mycotoxicosis in man and animals was recognized in Russia. Fatal outbreaks of “toxic alimentary aleukia”. 

? 1955: “Hepatitis X” in dog and in cattle and swine in 1957.

? 1960: “Turkey- X disease” and 100,000 turkeys died in England due to Aspergillus flavus infested ground nut meal.

? 1962: Aflatoxin was first isolated.

? Favorable conditions for growth of fungi: Min. 15% moisture (10-13%), relative humidity: 90-95% (> 70%), ambient temp. of 24-25ºC (4-35ºC).

? Moulds infested feed along with nutritionally poor and inadequate diet makes animal more susceptible to mycotoxins induced harmful effects.

? More than 100 toxigenic fungi and mycotoxins have been identified during the last three decades.

Introduction

There is different type of distributors available in the market. Depending on the basic principle of working they may be broadly classified into three major groups as below (FAO, 1980).

i. Distributors in which head loss takes place through small diameter tubes

ii. Distributors in which head loss takes place through some orifice control

iii. Distributors in which head loss takes place through a vortex action

There are many adaptations to distributors though the working distributors fall under the above stated basic principle. Tiny perforation in the laterals or porous materials allows leaking out the water serves the purpose of distributors. The compensating type distributors have long path in it to dissipate the energy and drips almost same rate within certain range of pressure variation. Whatever may be the distributors proposed to be used, the discharge characteristics should be known. The discharge characteristics should be provided by the manufacturers and preferably certified by any authorized body; otherwise to be tested by the designer before recommendation to large-scale use.

Introduction

Food packaging is one of the most dynamic and fast-growing industries in the current scenario of increasing industrialization. With the constant upsurge in the food wastage at different stages of processing (suchas harvest, storage, processing, transportation, and distribution) leads to more than 15% of food produced ending up in the dumping grounds due to food spoilage caused by climatic conditions andmicroorganisms.Ever-increasing demands of consumers for convenient food makes packaging technology a need of the hour in order to keep the food safe, wholesome and of high quality at the same time.

So appropriate packaging has the potential of not only preventing spoilage but also taking care of healthand well-being of the individuals.Therefore, packaging plays the most important role in the overall safety of the food product.This makes packaging as the ever-evolving field since new requirements need new materials which demands new approaches and technology for better quality products.

By definition, Food packaging is a well-organized system of protecting the food product from any kind of physical, chemical, and biological damage in order to ensure that food reaches the consumer in its most safe condition at minimum applicable cost. It is bridge between production and consumption (Paine, 1992).

Introduction

Packaging is an integral and pervasive part of contemporary world. Packaging makes material handling convenient, economical and effortless and modern consumer marketing will seem virtually impossible without packaging. For an engineer or food scientist, packaging is specialized arrangement of matrices fabricated for the delivery of safe food products with maintaining high quality and food safety, at every step of distribution chain including procurement of raw material to manufacturing of finished product; packaging of product; storage; transportation and distribution to wholesaler, retailer and consumer and even for recycling operations [17].

Packaging of food is imperative in a world dominated by marketing-based economy The fact that 73% of purchase decisions are made at point of sale highlighted the importance of a good package design in marketing. During scanning of food package, consumer made quick and rapid perception about the inclusion of a particular food based on the various verbal and nonverbal attributes embodied on food package [25]. Designing is an indispensable are of food packaging. It is medium to attract potential buyers and distinguished the product from the competitors. The presence of visual attributes on package design will not only ameliorates the food product and glamorizes the packets but also defines its authenticity and peculiarity. Therefore, a quality package design is characterized as communication channel between the manufacture and consumer, and unless performed correctly the market image of the brand and product suffers and influence consumer’s perception.

Introduction

Food packaging materials development has been driven by the need to protect food products throughout distribution and storage. Nanotechnology offers opportunities to improve technical packaging features and develop sustainable smart packaging and sensors for monitoring product quality over time. However, the inherent permeability of conventional packaging materials to atmospheric gases and water vapour poses challenges in maintaining optimal conditions for food. The integration of nanotechnology into food packaging has emerged as a promising solution to address these challenges. Nanocomposite materials, composed of a polymer matrix and nanoscale fillers, offer a novel approach to enhancing packaging performance while addressing issues related to food spoilage, degradation, and safety.

Nanocomposite materials encompass a range of nanomaterials, including inorganic (i.e., metals and metal oxides), nanoclay, organic nanomaterials, and nanoemulsions (Huang et al., 2018; Jamaleddin et al., 2019; P. Kumar et al., 2020). NMs are used for three types of packaging: improved packaging, active packaging and intelligent packaging, Nanotechnology facilitates the development of improved bio-based packaging, enhancing mechanical strength and barrier performance while maintaining stability under varying environmental conditions (S. Kumar et al., 2020; Zhang et al., 2020). Active packaging harnesses nanostructures to encapsulate bioactive compounds, encompassing antimicrobials, antioxidants, and oxygen scavengers, which can interact with food and extend its shelf life (Motelica et al., 2020). Intelligent packaging releases active compounds in response to environmental triggers such as temperature or pH changes, transforming packaging into an intelligent, actively responsive material (Jamróz et al., 2019).

Introduction

The landscape of the Indian food industry has undergone a dramatic transformation in recent years. Rising disposable incomes, coupled with the rapid pace of urbanization, have fuelled a surge in demand for convenient and processed food options. Consumers, increasingly pressed for time, are turning towards ready-to-eat meals, packaged snacks, and a wider variety of processed food products. While this trend signifies a growing economy and changing lifestyles, it has also brought to light a critical concern: ensuring food safety and empowering consumers with clear and accessible information. In order to empower consumers to make educated food choices and build trust between brands and consumers, food label transparency is crucial. Transparent labelling is essential for improving public health because it gives precise and unambiguous information about ingredients, nutritional value, and possible allergies. This information helps prevent diseases linked to a certain lifestyle, such diabetes, heart disease, and obesity. Additionally, it guarantees that customers are not misled about the quality or provenance of their food, shielding them from dishonest business tactics. Transparency also promotes market justice by levelling the playing field, making product integrity apparent, and fostering creativity and brand loyalty. Transparent labelling promotes ethical and sustainable consumption while also facilitating international trade by adhering to regulatory norms in many countries.

Recognizing this need for a more transparent and consumer-centric food ecosystem, the Food Safety and Standards Authority of India (FSSAI) introduced the FSS Labelling and Display (L & D) Regulations in 2020 under the Food Safety and Standards Act, 2006 (FSS Act). This landmark legislation marked a significant shift in the way food is labelled and marketed in India. By establishing stricter regulations and mandating the inclusion of comprehensive information on food packaging, the FSSAI aimed to empower consumers to make informed choices while also promoting fair competition within the food industry. This comprehensive review delves into the intricacies of the FSS Labelling and Display Regulations 2020. It explores the key provisions of the regulations, analyzes their impact on various stakeholders, and examines the challenges and opportunities associated with their implementation. By providing an in-depth analysis, this chapter aims to shed light on the significance of these regulations in shaping a more responsible and transparent food industry landscape in India.

2.1 What is a frequency distribution?

A frequency distribution shows the frequencies of occurrence of the observations in a data set. Often the distribution of the observed data is called an empirical frequency distribution, in contrast to the theoretical probability distribution determined from a mathematical model.

The class interval is a term used in statistics when we are given a continuous series. Class means a group of numbers in which items are placed such as 0-10, 10-20, 20-30, etc. Class interval refers to the numerical width of any class in a particular distribution.

2.2 Relative frequency distributions

Although creating a frequency distribution is a useful way of describing a set of observations, it is difficult to compare two or more frequency distributions if the total number of observations in each distribution is different. A way of overcoming this difficulty is to calculate the proportion or percentage of observations in each class or category. These are called relative frequencies and each is obtained by dividing the frequency for that category by the total number of observations (column 3 of Table 2.1). The sum of the relative frequencies of all the categories is unity (or 100%) apart from rounding errors.

Correlation coefficient

We measure the degree of association between two variables by calculating Pearson’s product moment correlation coefficient, usually just called the correlation coefficient.

It was developed by Karl Pearson from a related idea introduced by Francis Galton in the 1880s, and for which the mathematical formula was derived and published by Auguste Bravais in 1844. In 1896, Karl Pearson published his first rigorous treatment of correlation and regression in the Philosophical Transactions of the Royal Society of London.

The linear correlation coefficient (sometimes called Pearson's Correlation Coefficient), commonly denoted, is a measure of the strength of the linear relationship between two variables.

• We say that we have perfect correlation if all the points lie on the line; in this case, the value of the correlation coefficient takes one of its extreme values, either +1 or −1 (Figure 7a and 7b).

• We have positive correlation if the sign of the correlation coefficient is positive; then there is a direct relationship between the two variables so that as one variable increases in value, the other variable increases (Figure 7a) or there is a tendency for it to do so.

• We have negative correlation if the sign of the correlation coefficient is negative; then there is an inverse relationship between the two variables so that as one variable increases in value, the other variable decreases (Figure 7b) or there is a tendency for it to do so.

• We have no linear association (i.e. the variables are uncorrelated) if the correlation coefficient is zero; then there is a random scatter of points with no indication of a linear relation between the variables (Figure 7c.). Note that a non-linear relationship between the variables can also give a correlation coefficient of zero.

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.

1. Introduction

The current method of agricultural production is fish farming. A type of aquaculture known as "fish production" or "fish farming" entails the process of growing and producing a range of fish species. Proteins, vitamins (especially B2 and D), calcium, and other minerals are abundant in fish (Khalili, Tilami, and Sampels, 2018; Bostock et al., 2010). In the past, fish output was limited to freshwater fish capture. Fish farming, also known as pisciculture, is becoming a more common and commonly utilized technique for fish production. The aquaculture and fish farming industry is one of the fastest-growing food production sectors globally. The production rate of farmed fish has increased from less than one million metric tons, as reported in the 1950s to about 110.1 million metric tons in 2016, which is valued at over $243 billion. In the recent years, production of farmed finfish has reached 57.5 million tonnes (that is equivalent to 146.1 billion USD), including 49.1 million tonnes (109.8 billion USD) from inland aquaculture and 8.3 million tonnes (36.2 billion USD) from marine culture in the sea and coastal aquaculture on the shore (Rito and Viegas, 2020). Nowadays, the majority of the world’s population is reliant on the consumption of fish from aquaculture. Over the past few decades, finfish production through aquaculture and fish farming has increased remarkably, including both production and economic yield. Consequently, fish farming is becoming a major source of agricultural food in the present scenario.

Introduction

The ill effects of chemicals used in agriculture have changed the mindset of consumers in different countries, who are now buying organic products with a high premium for health. Policymakers are also promoting organic agriculture for the restoration of soil health and the generation of the rural economy, apart from making efforts to create a better environment. The world principles of organic farming have emerged in the form of biological farming, ecological farming, permaculture, biodynamic agriculture, green farming, bio-intensive farming, zero-input agriculture, etc..

Organic agriculture is one of the broad spectrums of production methods that are supportive of the environment. Organic production systems are based on specific standards precisely formulated for food production and aim at achieving agroecosystems that are socially and ecologically sustainable. Organic farming practices help in increasing carbon sequestration, soil and water conservation, and minimizing risk in agriculture. The important aspects of organic farming with respect to water conservation are mentioned in this chapter.

Introduction

Ber belongs to the family Rhamnaceae, which consists of about 45 genera and 950 species. Out of 950, the genus Ziziphus consists of about 80 species of evergreen and deciduous climbers, shrubs, and trees found in the old world tropics, subtropics, and warmer temperate regions. The fruits of almost all species are edible, and jujube (Z. jujuba Mill.) and ber (Z. mauritiana Lamk.) are cultivated commercially. Liu and Cheng (1995) believed that the Indo Malaysia region (South and South East Asia) is the center of both the evolution and distribution of the genus Ziziphus.

Ber is the most common fruit of arid and semi-arid parts of the world due to its hardy nature and wild adaptability to soil and climatic conditions. It survives and produces economically viable yield in the hyper-arid zone where most of the trees fail to grow due to lack of moisture, extreme temperature, and poor soil conditions. It performs well under saline and alkaline soil conditions. It can produce economically viable yield with moderately saline irrigation water. Ber can withstand extreme heat but is susceptible to frost. Furthermore, due to its deep root system and other xerophytic characteristics, it is extremely drought tolerant but requires adequate soil moisture during fruit development. While high atmospheric humidity is unsuitable for ber cultivation, low humidity during fruit development improves fruit quality.

2.1 Introduction

Food Pipeline refers to a post harvest system which deals with ensuring the delivery of a crop from the time and place of harvest to the time and place of consumption, with minimum loss, maximum efficiency and returns to all concerned including grower, processors and consumer. The term system represents a dynamic, complex aggregate of locally interconnected functions or operations within a particular sphere of activity. While, the term pipeline refers to the functional succession of various operations but tends to ignore their complex interactions.

2.2 Stages of postharvest system

The food commodities broadly undergo different stages/operations of post harvest systems right from harvest till consumption.

1. Harvesting

2. Threshing (food grains, pulses and oilseeds)

3. Drying (food grains, pulses and oilseeds)

14.1. Introduction

Tomato is grown in India in abundance both in summer and winters. Tomato though botanically a fruit is generally considered as vegetable because of the way in which it is consumed. Fresh tomatoes are very refreshing and appetizing but can not be stored for a long period. During peak season, about 25% of the produce is spoiled due to mishandling and such losses can be avoided by converting tomatoes into different value added products. Tomato can be processed into pulp, paste, puree, juice, ketchup and sauce. In India, tomato sauce and ketchup are very popular. High quality products can be prepared from tomatoes by:

1. Using uniformly ripened, red coloured tomatoes.

2. Avoid prolonged heating and cool the product immediately after cooking.

3. Avoid using iron and copper equipments and utensils at any stage of processing.

Introduction

Irrigated agriculture is dependent on an adequate water supply of usable quality. The water quality used for irrigation is essential for the yield of crops, maintenance of soil productivity, and protection of the environment as well. The quality of irrigation water is defined with respect to its effect on plant growth, soil properties, soil biological equilibrium, and irrigation technology. Conceptually, water quality refers to the characteristics of a water supply that will influence its suitability for a specific use, i.e. how well the quality meets the needs of the user. Specific uses have different quality needs and one water supply is considered more acceptable (of better quality) if it produces better results or causes fewer problems than an alternative water supply. For example, good quality river water which can be used successfully for irrigation may be unacceptable for municipal use without treatment to remove its sediment load. Similarly, snowmelt water of excellent quality for municipal use may be too corrosive for industrial use without treatment to reduce its corrosion potential.

The importance of science and technology (S&T) to rural societies has long been recognized. Despite the significant advancements in S&T in India since 1947, there remains an urgent need to deliver these advancements to the most underserved populations, enabling them to meet the challenges of an increasingly technologically sophisticated world. Technological progress continues to generate new methods of communication and information management, profoundly impacting society. These advancements offer unprecedented opportunities and challenges for scientific endeavors.

While science possesses a universal character, its application is influenced by local customs and values, especially in rural areas where behavior patterns and practices are deeply rooted in traditional beliefs and superstitions. These are not easily displaced by modern scientific approaches. Therefore, S&T policies for rural development must consider the local environment to effectively deliver the benefits of S&T to rural societies. This consideration is crucial for the management of rural natural resources and the environment.

Healthcare programs across many countries, particularly in developing nations, increasingly employ Behavior Change Communication (BCC) to enhance the health status and well-being of populations. BCC is a process designed to motivate individuals to adopt and maintain healthy behaviors and lifestyles. An effective BCC strategy plays a crucial role in implementing activities aimed at improving population health. Notably, BCC is a healthcare education strategy outlined in the Uttar Pradesh National Rural Health Mission (NRHM) with goals including reducing mortality, fertility, and morbidity.

Upon completion of this unit, learners should be able to:

• Explain the meaning and benefits of BCC in family healthcare.

• Discuss various channels of BCC.

• Formulate BCC strategies.

• Follow guidelines for successful BCC implementation.

Three fundamental processes that are responsible for inducing changes in weather are transfer of heat, energy and mass. The Sun, whose inter-surface temperature is estimated to be around 6000°C emits heat energy in the form of solar radiation which is received at the earth’s surface after it is partly depleted in the atmosphere. Therefore, it is essential to understand the processes that govern the transfer of heat in the earth-atmosphere system.

3.1 Conduction

The transfer of heat from one point to another point within the material medium without the actual movement of the particles in the medium is called conduction i.e. the heat energy transfer is conducted by the particles in the medium from hot end to cold end. If a metal rod is heated at one end, the other end of rod becomes hot gradually due to transfer of heat by conduction. In the earth atmosphere system, conduction of heat is observed at the ground surface only. The amount of heat energy transferred due to conduction (Q) is

Agroforestry is a very old practice, dating back many years. Tropical farmers have long been growing food crops, timber, and livestock in addition to taking advantage of the variety of products that may be obtained from natural wood lots. Indian culture is deeply rooted in its appreciation of trees and forests. The forests gave birth to the greatest aspects of Indian culture. The sages who developed Hindu philosophy resided in forests, living in perfect harmony with the natural world. In fact, trees have been discussed in our ancient literature so much that people were planting trees on their own in addition to crops for agriculture. Maharishi Kashyap’s book ‘Krishishukti’ divides land into multiple categories and designates regions that are suitable for tree planting. Particular sites for planting trees include all wet and dry regions as well as the vicinity of homes, wells, and tanks. However, foresters and farmers, who have historically worked within very strict disciplinary boundaries and focused on producing their favoured commodities - crops, livestock, and trees - used to disregard such integrated production systems that incorporate many disciplines.