eChapters

Introduction

India’s rural economy has benefited greatly from the dairy sector. It has played a significant role in bringing about socioeconomic change. India’s dairy industry has undergone significant change as a result of the White Revolution. The “White Revolution” can be credited with increasing milk availability and providing rural India with a stable source of employment and income. The business has drastically changed to meet India’s increasing demand for milk and milk products. India is currently the world’s greatest producer of milk. The Operation Flood Program is credited with this title. The dairy market in India is projected to increase at a compound annual growth rate (CAGR) of 6.61% from 2024 to 2029, from an estimated US$26.11 billion in 2024 to US$35.96 billion by 2029 (Indus Food, 2024). With over 8 crore farmers employed and a 5% national GDP contribution, the dairy industry in India is vital to the country’s economy. With around 25% of the world’s milk supply and a massive livestock population of 536.76 million animals, it tops the world in milk production. With major markets in the United Arab Emirates, Saudi Arabia, the United States, Singapore, and Bhutan, India exports approximately 63,738.47 metric tonnes of dairy products in 2023–2024, generating US$ 272.64 million.

Consumer perception plays a critical role in shaping agricultural marketing strategies, influencing purchasing decisions, brand loyalty, and market trends. This chapter explores the dynamic relationship between consumer behavior and agri-marketing strategies, emphasizing the psychological, social, and economic factors that drive consumer choices. This chapter explores consumer perception in agricultural marketing, focusing on factors that influence purchasing decisions, including quality assessment, branding, packaging, and labelling. It also examines the challenges faced by farmers, particularly in regions like Jammu and Kashmir, where traditional agricultural practices are shifting toward sustainability-driven approaches. The study highlights emerging trends in agricultural consumer behavior including the role of digital marketing, eco-labelling, and traceability in building trust and loyalty. Additionally, it discusses supply chain inefficiencies and marketing strategies that can enhance profitability for farmers while meeting consumer expectations. By integrating consumer-driven insights with innovative marketing approaches, this chapter presents a roadmap for improving agricultural market structures, fostering consumer confidence and ensuring sustainable growth in the agri-food sector.

Abstract
Consumer perception plays a critical role in shaping agricultural marketing strategies, influencing purchasing decisions, brand loyalty, and market trends. This chapter explores the dynamic relationship between consumer behavior and agri-marketing strategies, emphasizing the psychological, social, and economic factors that drive consumer choices. This chapter explores consumer perception in agricultural marketing, focusing on factors that influence purchasing decisions, including quality assessment, branding, packaging, and labelling. It also examines the challenges faced by farmers, particularly in regions like Jammu and Kashmir, where traditional agricultural practices are shifting toward sustainability-driven approaches. The study highlights emerging trends in agricultural consumer behavior including the role of digital marketing, eco-labelling, and traceability in building trust and loyalty. Additionally, it discusses supply chain inefficiencies and marketing strategies that can enhance profitability for farmers while meeting consumer  expectations. By integrating consumer-driven insights with innovative marketing approaches, this chapter presents a roadmap for improving agricultural market structures, fostering consumer confidence and ensuring sustainable growth in the agri-food sector.

Introduction
Consumer protection laws are designed to safeguard consumers’ rights, promote fair trade, and prevent businesses from exploiting or deceiving customers. Over the years, as markets have become more complex and products more sophisticated, the necessity for consumer protection has increased globally. India, as well as several Western countries, have established legal frameworks to protect consumers. This chapter delves into the Consumer Protection Act in India, comparing it with consumer laws in Western countries such as the United States, the United Kingdom, and the European Union. It aims to provide a comprehensive overview of the key features, enforcement mechanisms, and the role of consumer rights in economic growth and fairness.
Consumer Protection Act in India
Historical Background and Evolution
Consumer protection laws in India date back to the late 19th century with the Indian Contract Act, 1872, and later the Sale of Goods Act, 1930. However, dedicated consumer protection legislation did not emerge until the Consumer Protection Act of 1986, which aimed to protect consumers from unfair trade practices and inadequate services. The act established a framework for dispute resolution through consumer courts at the district, state, and national levels.
In 2019, the government repealed the 1986 Act and introduced the Consumer Protection Act of 2019, aiming to modernize consumer rights in line with contemporary market dynamics, especially in light of the growth of e-commerce.
Key Provisions of the Consumer Protection Act, 2019
The 2019 Act introduced several new provisions to address modern consumer challenges:

Introduction
In the modern era, technology plays an indispensable role in shaping consumer lifestyles and business operations. Understanding consumer preferences and attitudes toward new technology is crucial for organizations aiming to develop user- centric solutions, enhance customer satisfaction, and remain competitive in a rapidly evolving market. A Consumer Survey Questionnaire serves as a structured tool to gather insights directly from users about their behavior, perceptions, and expectations regarding new technology.
This chapter explores the concept, components, importance, and applications of such a survey while providing guidance on how to design and implement it effectively.
What is a Consumer Survey Questionnaire?
A Consumer Survey Questionnaire is a research instrument comprising a series of questions designed to gather data from individuals about their preferences, usage patterns, and attitudes. When focused on new technology, it seeks to uncover:
1. Preferences: The types of technologies consumers are interested in and their desired features.
2. Attitudes: How consumers perceive and adopt new technology, including their enthusiasm, concerns, and decision-making factors.
By identifying these aspects, organizations can refine product designs, marketing strategies, and customer support to align with consumer needs.

7.1. Introduction
The concept of consumer’s surplus was first introduced by Alfred Marshall. When a consumer plans to buy a commodity, they assess the utility they will gain from its consumption. A rational consumer always compares the utility derived from a good with the price they must pay for it. If the utility exceeds the price, the consumer chooses to buy it; otherwise, they do not. The excess utility gained over the price paid is known as consumer’s surplus.
In nutshell, Consumer’s surplus is the difference between the amount a
consumer is willing to pay for a good and the amount they actually pay.
Consumer’s surplus = Price that a consumer is willing to pay - Price he actual pays
Suppose a consumer wants to buy a shirt and is willing to pay `250 for it, but the actual price is only `200. In this case, the consumer gains a surplus of `50. This difference, known as consumer’s surplus, represents the extra benefit the consumer receives from the purchase.
Consumer’s surplus is often experienced with commodities that are highly useful but relatively inexpensive, such as newspapers, salt, matchboxes, and postage stamps. In these cases, consumers are willing to pay more than the actual price, resulting in a surplus of utility

7. 1 General

The major portion of water in a crop field gets lost through evaporation and transpiration. Evaporation is the process by which water is changed from the liquid state to vapor state. It takes place from the adjacent soil, water surface or from the surfaces of leaves of the plants. Transpiration is the removal of water vapour through plant body. Evapotranspiration (ET) is the sum of evaporation and transpiration. The process of evaporation and transpiration goes on simultaneously and difficult to separate them in a crop field.

The term consumptive use is used to refer evapotranspiration together with the water used in the metabolic activities of the crop plants. The actual amount of water used in metabolic activities is insignificant (less then 1% to ET). Therefore, the consumptive use and evapotranspiration are often used as synonymous term. It includes the water consumed by the plants for metabolic activities or transpiration plus the water evaporated from the land and water surfaces of the cropped area.

The factors affecting the rate of evaporation are the vapour pressure at the water surface and air above, air and water temperatures, wind speed, atmosphere pressure and size of the water body. Other factors remaining same, the rate of evaporation increases with an increase in the water temperature. Higher wind velocity causes greater scope for evaporation. Decrease in atmospheric pressure increases evaporation. The solute dissolved in water causes reduction in the rate of evaporation than that of pure water. The evaporation from soil surface occurs in same way to free water surface when the soil particles are surrounded by thin film of water and pore spaces are partially filled. However, in such situation greater resistance has to overcome for evaporation from the soil particles than while evaporating from a free water surface. The evaporation process practically stops when the moisture content in soil goes below a threshold value.

7.1 General

The major portion of water in a crop field gets lost through evaporation and transpiration. Evaporation is the process by which water is changed from the liquid state to vapor state. It takes place from the adjacent soil, water surface or from the surfaces of leaves of the plants. Transpiration is the removal of water vapour through plant body. Evapotranspiration(ET) is the sum of evaporation and transpiration. The process of evaporation and transpiration goes on simultaneously and difficult to separate them in a crop field.

The term consumptive use is used to refer evapotranspiration together with the water used in the metabolic activities of the crop plants. The actual amount of water used in metabolic activities is insignificant (less than 1% to ET). Therefore, the consumptive use and evapotranspiration are often used as synonymous term. It includes the water consumed by the plants

Microbial contamination sources: Foods may be contaminated by microorganisms at any time during harvest, storage, processing, distribution, handling, or preparation. The primary sources of microbial contamination are soil, air, animal feed, animal hides and intestines, plant surfaces, sewage, and food processing machinery or utensils. Since most foods either carry or eventually acquire bacteria, molds, or yeasts, microorganisms are the major causes of food spoilage. The increased load of microorganisms leads to rapid spoilage.

Organisms: Bacteria and fungi (yeasts and molds) are the principal types of microorganisms that cause food spoilage and food- borne illnesses. The typical microorganisms that cause food spoilage are bacteria (e.g., Pseudomonas), yeasts (e.g., Candida), and molds (e.g., Rhizopus). The growth of microorganisms in the food will increase the load of microorganisms, and the heavier load will add to the difficulty of preventing spoilage and may influence the kind of spoilage to be anticipated.

Food spoilage may be defined as any change that renders food unfit for human consumption. These changes may be caused by various factors, including contamination by microorganisms, infestation by insects, or degradation by endogenous enzymes (those present naturally in the food). In addition, physical and chemical changes, such as the tearing of plant or animal tissues or the oxidation of certain constituents of food, may promote food spoilage. Foods obtained from plant or animal sources begin to spoil soon after harvest or slaughter. The enzymes contained in the cells of plant and animal tissues may be released as a result of any mechanical damage inflicted during postharvest handling. These enzymes begin to break down the cellular material. The chemical reactions catalyzed by the enzymes result in the degradation of food quality, such as the development of off- flavours, the deterioration of texture, and the loss of nutrients. The enzymatic changes in foods are desirable to some extent as in the case of ripening of fruits, but continued enzymatic activity beyond an optimum point becomes food deterioration due to rotting. The native enzymes may be inactivated by heat, radiation or by the use of specific chemicals.

Tea as a Beverage

Tea is the most popular beverage consumed in the world after water. All types of teas including black. green, oolong, white and pu-erh tea are mainly made from the buds and young leaves of tea plants, Camellia sinensis (L.) O. Kuntze belongs to the family Theaceae [1]. Depending on the different processing techniques of tea leaves, tea types are categorized as “Green Tea” (unfermented), “Black Tea” (fully fermented), “Oolong Tea” (partially fermented), “Pu-ErhTea” (post fermented) and white tea (unfermented) [2]. The manufacturing process for these different types of teas mainly differ in the degree of enzymatic oxidation (fermentation) process [1].

Cell culture contamination continues to be a major problem and a subject of great concern. Contamination may enter the cell culture system as physical, chemical or biological component of the environment and biological contamination represent the greatest threat as living organism metabolize and replicate. Replication increases the titre of the contaminant.
 
Physical contamination : Physical components of cell culture systems such as radiation, irradiation (UV light and fluorescent light), temperature extremes can cause reduced cell growth and cell death. To minimize the problems, incubators should be located where ambient temperature is relatively constant and no vibration (near centrifuge). Media and media components should not be stored in glass door refrigerators, next to radioisotopes, bench tops or outside the refrigerator or in the hood for prolonged period.

Introduction

Coffee is a beverage made from the roasted and ground seeds of the African tropical evergreen coffee plant. Coffee is one of the world’s three most popular beverages (together with water and tea), as well as one of the most profitable international commodities, and it is the world’s second most marketed product after petroleum (Myhrvold, 2021).Coffee is a popular beverage that is enjoyed around the world for its taste, health benefits, and ability to enhance physical performance (Simkin, 2008).

16.1. CANNED FOODS-PRESERVATION

Canning is a method of preserving food from spoilage by storing it in containers that are hermetically sealed and then sterilized by heat. The process was invented after prolonged research by Nicolas Appert of France in 1809, in response to a call by his government for a means of preserving food for army and navy use. Appert’s method consisted of tightly sealing food inside a bottle or jar, heating it to a certain temperature, and maintaining the heat for a certain period, after which the container was kept sealed until use. It was 50 years before Louis Pasteur was able to explain why the food so treated did not spoil: the heat killed the microorganisms in the food, and the sealing kept other microorganisms from entering the jar. Samuel C. Prescott and William Underwood of the United States set canning on a scientific basis by describing specific time-temperature heating requirements for sterilizing canned foods.

Most vegetables, fruits, meat and dairy products, and processed foods are stored in tin cans, but soft drinks and many other beverages are now commonly stored in aluminum cans, which are lighter and do not rust. Aluminum cans are made by impact extrusion; the body of the can is punched out in one piece from a single aluminum sheet by a stamping die. This seamless piece, which has a rounded bottom, is then capped with a second piece as its lid. The tabs used in pop- top cans are also made of aluminum. Bimetal cans are made of aluminum bodies and steel lids.

Canneries are usually located close to the growing areas of the product to be packed, since it is desirable to can foods as quickly as possible after harvesting. The canning process itself consists of several stages: cleaning and further preparing the raw food material; blanching it; filling the containers, usually under a vacuum; closing and sealing the containers; sterilizing the canned products; and labeling and warehousing the finished goods. Cleaning usually involves passing the raw food through tanks of water or under high- pressure water sprays, after which vegetable or other products are cut, peeled, cored, sliced, graded, soaked, pureed, and so on. Almost all vegetables and some fruits require blanching by immersion in hot water or steam; this process softens the vegetable tissues and makes them pliable enough to be packed tightly, while also serving to inactivate enzymes that can cause undesirable changes in the food before canning. Blanching also serves as an additional or final cleansing operation.

10.1 CEREALS AND CEREAL PRODUCTS

CONTAMINATION: The sources of contamination in cereals and cereal products are soil, insects, air, etc. Most of the microorganisms are removed with the outer portions of the grain during milling. The bleaching agents used during milling also reduce numbers of microorganisms. The bacteria in wheat flour include Bacillus, Micrococcus, Flavobacterium. Mold spores are chiefly of Aspergillus spp and Penicillium spp and in addition Alternaria, Cladosporium and other genera are found. The numbers of microbes in cereals and cereal products vary widely from few hundred per gram to million. Corn meal contains several hundred to several thousand bacteria and mold per gram.

14.1. EGGS

India is the third largest producer of eggs. Fresh eggs are gathered on automatic collection belts at the farm and stored in a cooler at about 7°C. The eggs are then delivered to a central processing plant, where they are washed, sanitized, and graded. Grading involves the sorting of eggs into size and quality categories using automated machines. Flash candling (passing the eggs over a strong light source) detects any abnormalities such as cracked eggs and eggs containing bloodspots or other defects. Higher-grade eggs have a thick, upstanding white, an oval yolk, and a clean, smooth, unbroken shell.

14.1.1. Eggs Contamination

More than 90 percent of all eggs are free of contamination at the time they are laid; contamination with Salmonella bacteria and with certain spoilage organisms occurs essentially afterward. They become contaminated by faecal matter from the hen, by the lining of nest, by handling, by wash water and packing materials. The total number of microorganisms per shell of a hen’s egg was found to range from 100 to 10,000,000 with a mean of about 100,000. Proper washing and sanitizing of eggs eliminates most Salmonella and spoilage organisms deposited on the shell. The organism Salmonella enteritidis, a common cause of gastroenteritis (a form of food poisoning), has been found to be transferred through the hen ovary in fewer than 1 percent of all eggs produced. Ovarian- transferred S. enteritidis can be controlled by thorough cooking of eggs (i.e., until there are no runny whites or yolk).

13.1. CONTAMINATION

MICROFLORA: The flora of living fish depends upon the microbial contents of the waters in which they live. The slime in the outer surface of the fish contain bacteria of the genera: Pseudomonas, Alcaligenes, Micrococcus, Flavobacterium, Corynebacetrium, Bacillus, Sarcina, Serratia and Vibrio. The same species of bacteria are found in shrimps, crabs, lobsters and similar sea foods. Oysters and Shell fish that pass large amount of water through their bodies, pick-up soil and water microorganisms in this way including human pathogens. Common spoilage microorganisms of fish include species of Pseudomonas, Moraxella, and Acinetobacter, found mainly in marine fish, and Bacillus and Micrococcus, found in freshwater fish. Fish may also contain pathogenic (disease-causing) microorganisms such as Salmonella and Escherichia coli. Pathogenic contamination is of special concern with mollusks because they are often eaten raw and as whole animals.

SOURCES: Boats, boxes, bins, fish houses and fishermen are the sources of contamination of these bacteria. The bacterial population ranges from few hundred to few million per square centimeter. Because of their soft tissues and aquatic environment, fish are extremely susceptible to microbial contamination. At the time of harvest, fish carry a high microbial load on the surface of their skin, in their intestinal tract, and in their gills. The type and number of microorganisms that live in fish vary according to the season, the species, and the natural habitat. Additional contamination may occur during the harvesting, handling, or processing of the fish. Harvested fish must be immediately stored in a low-temperature environment such as ice or refrigerated seawater. This chilling process slows the growth of microorganisms that live in fish and inhibits the activity of enzymes. Because fish have a lower body temperature, softer texture, and less connective tissue than land animals, they are much more susceptible to microbial contamination and structural degradation. If immediate chilling is not possible, then the fish must generally be sold and eaten on the day of the harvest.

11.1. FRUITS-Maturation, Ripening and Storage

Fruits are natural foods containing substantial quantities of essential nutrients and the best sources of minerals like sodium, potassium and magnesium, vitamins (antioxidants), such as vitamin A, C and enzymes. They are rich in fructose and water. Fruits are living biological entities that perform a number of metabolic functions. Two functions of particular importance in fruit processing are respiration (the breaking down of carbohydrates, giving off carbon dioxide and heat) and transpiration (the giving off of moisture). Senescence is the period when chemical synthesizing pathways give way to degradative processes, leading to aging and death of tissue. Fruit ripening is thus the result of many complex changes, some interactive but many independent of one another. Once the fruit is harvested, respiration and transpiration continue, but only for as long as the fruit can draw on its own food reserves and moisture. It is this limited ability to continue vital metabolic functions that defines fruit as perishable.

CONTAMINATION

The healthy inner flesh of meat contains few or no microorganisms, although they have been found in lymph nodes, bone marrow and intestine. Staphylococcus, Streptococcus, Clostridium and Salmonella have been isolated from lymph nodes of red meat animals. During slaughtering the lymph nodes are removed from edible parts. The important contamination, however comes from external sources during bleeding, handling and processing. During bleeding, skinning and cutting the main sources of microorganisms are from the exterior of the animal- hide, hoof and hair and the intestinal tract. The exterior of the animal harbours large number and many kinds of microorganisms from soil, water, feed and manure as well as its natural surface flora.

Knives, cloths, air and hands and clothing of workers can serve as intermediate sources of contamination. During handling and processing the contamination can come from containers, air, other contaminated meat, equipments and personnel.

Molds that grow on the surface of the meat include the species of Cladosporium, Sporotrichum, Geotrichum, Mucor, Monilia, Penicillium and Alternaria. The important bacteria found in meat are Staphylococcus, Sarcina, Streptococcus, Clostridium, Leuconostoc, Lactobacillus, Proteus, Flavobacterium, Bacillus, Streptomyces, Escherichia and Salmonella.

15.1 CONTAMINATION

Milk is sterile at secretion in the udder, but contaminated by bacteria when it leaves the udder of a healthy cow. Milk is subject to contamination from the animal and adjacent areas. Bacteria found in manure, soil and water may enter milk from these sources. Certain diseases may be transmitted through milk, from a cow. It is essential that cows producing milk should be free from any contagious or infectious disease. Bovine tuberculosis comes from consumption of milk of tuberculous cows. Tuberculosis, brucellosis, mastitis and actinomycosis are the human disease transmitted through milk. The disease producing bacteria may find their way into milk and cause infectious diseases in children and adults.

COMMON BACTERIA IN MILK: The common bacteria found in milk are: Rickettsia, Coxiella burnetii, lactic acid bacteria, Lactobacillus bulgaricus, Streptococcus thermophilus, aerobic rods, Bacillus subtilis, Bacillus cereus, anaerobic bacteria, Clostridium butyricum .

Sources of Microbial contamination: Milk contains relatively few bacteria when it leaves the udder of a healthy cow. Milk is subject to contamination from the animal udder, skin and adjacent areas barn yard, milk utensils, milkers. Bacteria found in manure, soil and water may enter milk from these sources.

4.1 Formulating Marketing Strategy for Agribusiness

STP – SEGMENTATION, TARGETING & POSITIONING

STP is the core concept which is followed while building a brand. A marketer decides a product which he is about to market first, and then goes about building a brand by deciding upon the specifications.

SEG MENTATION

Segmentation is process of dividing customers into a set of homogenous groups customers in general can be divided into groups based on geographic (or) location.

The below given chart like the major segmentation variable considered for consumer and industry market.

Agri Business Market Segmentation

The below given charts illustrates lists of segmentation variable that is customized for Agribusiness market. The following variable were suggested by the quarter Mr. Dute and were published in his base on principles of management in agribusiness segmentation based on physical attributes

Communication material is the joint product of knowledge, skill and attitude base of the communicator. Further, most of the communication done on behalf of certain organization also reflects the objective, work culture, strategy and contribution of the organization. Hence analysis of communication material is of greater relevance in exploring the trends, vision, behavior and future course of action. In this chapter, we are going to discuss the content analysis; it’s meaning and practical application.

Abstract

In the past decade, many knowledge-centric mobile phone initiatives in Indian agriculture have emerged, either substituting or supporting extension services by providing farmers with access to agricultural information. These knowledge-centric mobile phone platforms have the potential to reach many farmers directly with timely and accessible content. But the content that these deliver has more relevance if it is localized and context specific, as this improves the value and actionability of the information, which can have important impacts on farm management. The localization of content is influenced by how the projects access, assess, apply, and deliver content.

ABSTRACT

The improvement of spatial resolution of satellite remote sensing (RS) imagery, it is possible to update spatial data infrastructure efficiently by satellite RS images. But the RS data volume is vast, so high processing capacity is required. In order to extract the anticipated images from vast image database, effective retrieval technique is vital. The rapid development of Earth Observation System (EOS), the spatial resolution, temporal resolution and spectral resolution of Remote Sensing (RS) image have been improved greatly. Based on contentbased image retrieval, content-based RS image retrieval is put forward and some topics including retrieval pattern, useful image content, feature extraction and similarity measure are researched. After related images are retrieved from vast image database, it is necessary to discover those change areas, so change detection from multitemporal RS images are discussed further. RS image data mining and knowledge discovery is the synergy of Spatial Data Mining (SDM) and Image Data Mining (IDM). It is pointed out that content based RS image retrieval will be potential advantageous in the future and all the techniques discussed in this paper including retrieval modes, content-useful in RS image retrieval. Content-based image retrieval (CBIR) is one of the hot issues in image retrieval, and it can be used to RS image retrieval. That lead to a new area: content-based RS imagery retrieval.

Keywords : Remote Sensing, content based RS image Retrieval, Earth Observation System, Spatial Data Mining, Image Data Mining.

Crop plan and practices for rainfall scarcity prone areas

The appropriate crop plan and practices, which have so far been generated and recommended for achieving the objective of increased and stable crop production in dry land areas have been summarized in the following points:-

1.Proper and timely tillage

2.Early sowing

3.Choice of suitable crop/good plant material

4.Proper plant population

5.Cropping system

6.Fertilizer use

7.Timely weed control

8.Efficient rain water storage and its use

9.Alternate land use system

10.Planning for aberrant weather hazard

Continental drift is the theory that continents move slowly about the earth’s surface, changing their positions relative to one another and to the poles of the earth. It includes the idea that former continents may have broken apart and that the fragments have recombined in different patterns (Fig. 15.1). Some authorities have considered that this happened only once, beginning within the past 200 million years; others believe that it has long been a continuous process, so that all existing continents are mosaics. Those who accept the theory believe that the rates of motion have been only a few inches a year. Earlier, it was considered that the continents moved like ships through a slightly plastic ocean floor. Today some consider that the continents are frozen into the earth’s surface like rafts in ice, and that the motions are the result of growth of the sea floor along certain midocean ridges and reabsorption of the sea floor elsewhere beneath deep ocean trenches and young mountains. The continents are carried passively about embedded in moving plates of the surface. Some authorities  now  agree  that  there  is  a  deformable  layer,  called  the asthenosphere, at depths of from about 50 to 400 kilometers within the earth. It is white hot, and slightly viscous, and many believe that the surface can break into plates which slide over it.

7.1 Introduction

The occurrence of extreme weather events like drought and flood is increasing in Bihar due to climate change. Bihar receives nearly 80% of annual rainfall during June to September which is quantitatively enough for growing most of the crops. However, aberration in temporal and spatial distribution of rainfall makes the crops vulnerable to drought as well as flood. Rainfall is the most important factor for planning of crop production in rainfed areas. The information on annual, seasonal and weekly rainfall of a region is helpful to design different agricultural operations like field preparation, sowing, irrigation, fertilizer application as well as overall crop planning (Singh et al., 2008). Zone I and zone II of Bihar are receiving too much rainfall which causes flood in this region whereas zone III B is identified as rainfed region which has low, erratic and uncertain rainfall pattern with frequent dry spells during the monsoon season. Hence kharif cropping is tricky operation in this region and sudden crop failures is a common phenomenon due to frequent dry spell or early withdrawal of monsoon. In India many scientists studied on rainfall probability pattern (Suchit et al., 2012) and they concluded that rainfall occurrence is certain at greater than or equal to 80 % probability, while 50% probability is the medium limit of certainty and may involve dry spell risk. Based on these climatic and probability factors, the study was carried out for four different locations situated in different agro climatic zones of Bihar for interlinking the rainfall probability pattern with the crop planning pattern in those regions.

Agriculture is an economic activity that is highly dependent upon weather and climate in order to produce the food and feed necessary to sustain human life. In spite of technological improvements that increase agricultural production, weather hazards have caused significant yield reductions in some years at different regions.

Section-A : Write True / False

10.1.1 Normal Distribution

Q.1 A r.v. X is said to have a normal distribution with parameters (μ, σ²) if its p.d.f. is given by the probability law

1. Introduction
 Laboratories form the backbone of research, clinical diagnostics and industrial quality control. Good Laboratory Practices (GLP) serve as the foundation for ensuring the quality, integrity, and reliability of scientific research, particularly in different pharmaceuticals drug testing, environmental studies and chemical testing. Good Laboratory Practices (GLP) in animal husbandry and dairy research play a crucial role in ensuring the accuracy and reproducibility of scientific studies related to livestock management, dairy production animal health and promoting animal welfare. Originally developed to prevent fraud and ensure regulatory compliance, GLP has evolved in response to advancements in technology, increased regulatory demands and the growing human and animals need for sustainability in laboratory operations. Laboratory settings are inherently fluid, with regulatory frameworks and technological progress constantly reshaping the environment. Studies indicate that even minor lapses in quality control can trigger significant inconsistencies in test results, outcomes that can have serious repercussions in both clinical and research domains. Therefore, cultivating a philosophy of ongoing improvement is crucial for addressing these evolving challenges, meeting the rising demand for safe, superior dairy products and embracing innovation. This article, synthesize the latest research findings and guidelines, delve into trusted best practices and outline practical strategies for embedding continuous improvement into everyday laboratory operations. A study published in the Journal of Laboratory Quality demonstrated that the adoption of structured quality indicators significantly minimized error rates and bolstered patient safety in clinical laboratories. Their research also provided a comparative analysis of different continuous improvement strategies, including the Plan-Do-Check-Act (PDCA) cycle and Lean Six Sigma, highlighting their respective benefits in lab environments. Based on these insights, the authors advocate for a comprehensive quality management system that seamlessly integrates automation, comprehensive staff training and routine audits to enhance process efficiency. Ultimately, the findings underscore that continuous improvement is an enduring journey, one that evolves along with advances in science, technology and regulatory standards.

Abstract

Indian agriculture is undergoing rapid transformation and agricultural-based food industry in India requires timely and adequate supply of good quality raw material for processing, value addition and export. The recent growth and diversification of consumer demand and the expansion of organized agricultural processing and marketing ventures in India has the potential to boost the market opportunities, productivity, and incomes of farmers, including that of marginal and small holders. However, achieving these goals will likely require creation of new institutions and innovations to develop supply chains and facilitate linkages between farmers, wholesalers, processors, and retailers. Among these institutions and innovations are various models of contract farming, including those led by cooperatives, by farmer groups, and by various types of private sector resource intermediation that develop backward linkages to growers. Contract farming is a system where agricultural production is carried out according to an agreement between a buyer and farmers, which establishes conditions for the production and marketing of a farm product or products. In other words Contract Farming is a system of production and supply of agricultural/horticultural produce under forward contracts between producers/ suppliers and buyers. The essence of such an arrangement is the commitment of the producer to provide an agricultural commodity of a certain type, at a time and a price, and in a quantity required by a known and committed buyer. Well-managed contract farming is an effective approach to help solve many of the market linkage and access problems of small and marginal farmers which constitute 86% of the farming households in India. This chapter examines growth and status including the performance of different models of contract farming based on empirical studies. It concludes that by entering into the contractual arrangement, the income level of the farmer and employment level in the rural economy has increased despite certain problems faced by the farmers like delayed payment, delay in procurement and low supply of agricultural inputs to them.

Introduction

Indian forests are being denuded at an appalling rate of 1.5 million ha per year but only a tenth of this is being renewed. This has resulted in the accelerated dwindling of forest resources to a meager level of 23.55 per cent of the total geographical area against the mandated requirement of 33 per cent. This low forest cover coupled with poor productivity (0.5 -0.7 m³ ha-1 yr^-1) in comparative global statistics (2.1 m³ ha-1 yr^-1) of Indian forest has ushered in a total mismatch between supply and demand of both domestic and industrial wood besides creating environmental de- stability and disequilibrium. The National Forest Policy of 1988 has resolved to phase out the supply of raw material to wood based industries and ultimately totally stopped the raw material supply from the forest (Anon., 1988). The policy also indicated that wood based industries have to become self reliance in meeting the raw material demand by establishing direct linkages with the farmers by providing lending facilitates and other input needs. This is going to pave the way for a strong industry-farmer nexus, with many farmers attracted towards tree husbandry due to assured marketability and income. As the activity gets intensified, location specific problems warranting solution are also found to be in the ascendancy.

Contracted Leg in Calves

Definition

A shortening or contraction of the deep and superficial digital flexor tendons and associated muscles, sometimes also the carpal flexors, leading to abnormal flexion of the fetlock, possibly also of the pastern and carpal joint.

Contrast radiography: The radiographic technique which employ the use of contrast media to identify a soft tissue structure or an organ and pathological findings which may be difficult or even impossible to visualize clearly in plain films due to lack of contrast with surrounding tissue is known as contrast radiography. This is a special radiographic techniques/procedures may be required to supplement or confirm the information obtained from plain or survey radiography. 
The substances used for this purpose is called contrast agents/medium/materials.

Search for genetic material—nucleic acid or protein/DNA or RNA?

• Griffith’s Transformation Experiment
• Avery’s Transformation Experiment
• Hershey-Chase Bacteriophage Experiment
• Tobacco Mosaic Virus (TMV) Experiment

Timeline of Events

• 1890 Weismann - substance in the cell nuclei controls development.
• 1900 Chromosomes shown to contain hereditary information, later shown to be composed of protein & nucleic acids.
• 1928 Griffith’s Transformation Experiment
• 1944 Avery’s Transformation Experiment
• 1953 Hershey-Chase Bacteriophage Experiment
• 1953 Watson & Crick propose double-helix model of DNA
• 1956 Gierer & Schramm/Fraenkel-Conrat & Singer Demonstrate RNA is viral genetic material

Abstract

Amongst various oilseed crops grown across the world, soybean (Glycine max L. Merrill) is globally important as a high source of protein and oil for human consumption and is also being used as potential feed for animals. Soybean is grown under rain-fed conditions in the tropics and subtropics in the marginal lands with less amount of external application of chemical fertilizers. The frequent climate variations have created a number of biotic and abiotic stresses, drought being a major abiotic stress which adversely affects the soybean productivity. Thus, to enhance the productivity of soybean, besides managing the nutrients, stress management is of utmost importance. There is a great opportunity of application of microbes especially arbuscular mycorrhizal fungi (AMF) where its application alone or in combination with plant growth promoting rhizobacteria (PGPR) can help in nutrient mobilization and remediation of plant stresses.

SYNOPSIS

Food security is a complex issue, linked to availability and access to food, malnutrition in the population, economic development, environment, and local and global trade. Malnutrition hinders healthy growth and proper development of the human immune system affecting neurological and cognitive development especially in children.

Table 6.1 and table 6.2 shows the Gross Value Added (GVA) of poultry sector in Indian economy. The GVA from poultry sector in year 2017-18 at current price was Rs. 32844 Crore and Rs. 101913 for eggs and meat respectively.

Livestock sector may be considered as a driving force for nutritional security and an important component of sustainable agriculture in India. Livestock sector besides providing milk and meat also provides a diverse range of output for agriculture (manure, draught power and transport) and for manufacturing sector (fiber and leather). According to estimates of the Central Statistics Office (CSO), the value of output from livestock sector at current prices was about 4,59,051 crore during 2011-12 which is about 24.8% of the value of output from total agricultural and allied sector at current price and 25.6% at constant prices (2004-05). The value of output of milk is 3,05,484 crore in 2011-12, which is higher than the value of output of paddy and wheat. The value of output from eggs and wool group is 17,803 crore and 318 crore respectively for 2011-12. Livestock agriculture is the only way to produce food in many of the world’s harshest environments. Locally adapted breeds enable these vast areas to be used in a sustainable manner.

Abstract

Wild medicinal plants have been major source of therapeutic agents for alleviation or cure of human diseases since time immemorial. These are extensively utilized throughout the world in two distinct areas of health management i.e., modern medicine and or folk medicine. Some of the important medicinal plants grown and cultivated in India for medicine, phytochemicals, nutraceuticals, cosmetics and others are Abelmoschus moschatus, Aristolochia bracteata, Cassia alexandrina, Caralluma fimbriata, Gymnema sylvestre, Withania somnifera and other species. They have become important sectors of trade and commerce. However, in India, about 90% collection of medicinal plants is form wild source and since 70% of collections involve destructive harvesting, many plants have become endangered or vulnerable or threatened. The increasing demands of the pharmaceutical industry have created problem of supply and one of the major difficulties being experienced by the industry is that of obtaining sufficient quantities of medicinal plants for the manufacture of genuine medicine.

Introduction

Livestock sector plays a significant role in the Indian economy, particularly for the welfare of rural population of India. The importance of livestock in India's economy can be gauged from the fact that 90 million farming families rear over 90 million milch animals. Of the total household in the rural areas, about 73 percent own some form of livestock, three-quarter of which are reared by small and marginal farmers.

Today, the overall growth rate in livestock sector is steady and is around 4-5%, despite the fact that investment in this sector is not substantial. This is possible due to the egalitarian distribution of the livestock as compared to land among landless labourers, small and marginal farmers thus resulting in balanced development of the rural economy particularly in reducing the poverty especially among the weaker sections of the society. Livestock also plays an important source of employment in rural India, especially for women. The rural woman plays a significant role in most of the animal husbandry operations related to feeding, breeding, management and healthcare of the livestock.

Livestock plays an important and vital role in providing nutritive food to families both in rural and urban areas. Since the dawn of civilization, mankind has been utilizing different animal species for a variety of purposes, viz., production of milk, meat, wool, egg and leather, draught power, companionship, entertainment, research experimentation, sports, security, etc. Livestock wealth is deemed to be as the oldest wealth resource for mankind and was once a symbol of economic status in the society. This is one sector where poor contributes to the growth directly instead of getting benefit from growth generated elsewhere. The effect of livestock sector growth on poverty is anecdotal, yet scattered evidence on livestock's contribution to income indicates that growth in livestock production is pro-poor.

Abstract

Most dryers operate at low thermal efficiency. The development of models and control systems offers an opportunity to improve dryer operation and efficiency. Dryer control is very important and with deeper understanding of the drying concept, new “smart” dryers can be made more reliable and more cost-effective than classical dryers. This chapter will provide an overview of necessity of control and safety measure in food drying system, and terminology related with drying control system. Different control strategy includes conventional and advanced techniques implemented in drying operation are reviewed  here and simple outline of intelligence control system in drying technology are briefly described in succeeding section. Various hazards in drying process and risk and safety management will also be discussed.

Introduction

The strategic control process is an essential component of strategic management that helps organizations monitor and evaluate their strategic plans and initiatives. It involves a systematic approach to assess the progress performance, and effectiveness of strategic objectives and make necessary adjustments to ensure alignment with organizational goals. Here are some key points on the introduction to the strategic control process. Strategic control refers to the ongoing monitoring, evaluation, and adjustment of an organization's strategic activities to ensure they are in line with the desired outcomes and objectives. It The significance of strategic control lies in several key reasons. helps organizations track their progress, identify deviations from the intended course, and take corrective actions. It also enables managers to assess the effectiveness of strategies, make informed decisions, and enhance organizational performance.

The economic loss in livestock arising due to mycotoxicosis is enormous apart from being a health risk. Indian economy is heavily affected by mycotoxins. It was estimated that 10 million dollars were lost in India’s export within a decade due to groundnut contamination with mycotoxins (Vasanthi and Bhat, 1998). Many developing countries have realized that reducing mycotoxin contamination in foods will not only improve the health and production in animal, but also increase the raw material exports (international trade) to other countries. The following strategies are to be adhered strictly to reduce the mycotoxins contamination of crops in the field.

1. Early harvesting

Early harvesting reduces the fungal infection of crop in the field. Early harvesting and threshing of groundnuts results in lower aflatoxin levels and higher gross returns of 27% than in delayed harvesting (Rachaputi et al., 2002).

Answer the followings
    Q.1.    What is the international organizations associated for making outline the mastitis control programme?
    Ans.    National Institute for Research on Dairying (NIRD) and National Mastitis Council (NMC).

    Q.2.    What is the important objective of dairy industry as regards to mastitis control?
    Ans.    The important objective is to achieve an excellent udder health for production of high quality of milk.

    Q.3.    What is the basic principles of mastitis control programme?
    Ans.    There three basic principles of mastitis control programme:
    a)    Elimination of existing infection
    b)    Prevention of new infection 
    c)    Monitoring of udder health status

Sterilization refers the complete removal or elimination of microorganisms from an environment. Physical and chemical agents are available to remove the microorganisms from the environment. Heat, irradiation and filtration are the three physical agents and various chemicals are available for sterilization.

Terms related to control of microorganisms

Cide or cidal means to kill the microorganism (Ex. Bactericidal refers the killing of bacteria).

Static or stasis means inactivation or inhibition, but not killing. They prevent multiplication of the organism. (Ex. Fungistatic refers the inhibition of growth of fungi.).

Sepsis refers break down of a living tissue by organisms and is accompanied by inflammation and pus formation.

Antispetic is an agent applied externally on living tissues to kill or inhibit the growth of the organisms.

Disinfectant is an agent applied externally on inanimate objects (not living tissues) to destroy harmful pathogens in their vegetative stage.

(Antiseptics are milder than disinfectants because to avoid the side effects)

Sanitation refers removal of organisms from a location by cleaning but not by sterilization.

Plant diseases create challenging problems in commercialagriculture and pose real economic threats to bothconventional and organic farming systems. Plantpathogens are difficult to manage for several reasons.First of all, plant pathogens are hard to identify becausethey are so small. The positive identification of apathogen often requires specialized equipment andtraining, and in some cases accurate diagnosis in thefield is difficult.Plant pathogens are constantly changing and mutating,resulting in new strains and new challenges togrowers. Disease management is complicated by the presenceof multiple types of pathogens. For any crop thegrower must deal with a variety of fungi, bacteria, viruses,and nematodes. This situation is even more complicatedfor organic crop production because they usuallyproduce a wide array of crops and are prohibitedfrom applying conventional synthetic fungicides.The world market continues to be extremely competitiveand continues to require that growers supplyhigh-quality, disease-free produce with an acceptableshelf life.

Fruits are living commodities which continue to respire and transpire even after harvest. The storage life of fresh fruits is indirectly proportional to the rate of their respiration which in turn depends on the atmospheric gas composition in which they are stored. Normal air contains about 20.9% oxygen (O2), 78.0% Nitrogen (N₂) and 0.03% carbondioxide (CO₂). Lower levels of O₂ and higher levels of CO₂ in the storage environment result in reduced rate of respiration, delayed ripening and increased storage life. The reduction in O₂ concentration and increase in CO₂ concentration in the storage room with precise control and maintenance of these gases throughout the storage period is generally referred as controlled atmosphere (CA) storage.

CA storage is generally used for long term storage or long distance transportation of fruits in combination with low temperature storage. The use of CA storage for extending the post harvest life of fruits has increased steadily worldwide during the past 60 years. This trend is expected to continue with the advancement of technologies in attaining and maintaining CA during transport, storage and marketing of fresh fruits.

Introduction

Perishable nature of horticultural produce is a major factor contributing in high post-harvest losses. The metabolic processes such as respiration, transpiration, and ethylene production remain active after the harvesting of produce, which drive ripening and senescence Fig. 1. Thus, an effective post-harvest handling is crucial to delay these changes. The rate of these processes depends on the produce’s physiological characteristics, composition, and storage conditions like temperature and humidity. Low-temperature storage is the simplest and most efficient method to slow down deterioration Escobedo-Avellaneda and Welti-Chanes, 2016. Combining low temperatures with methods that limit oxygen exposure, which fuels many enzymatic reactions, further extends shelf life and maintains food quality. Reduced oxygen levels decrease respiration and the activity of enzymes like polyphenol oxidase and peroxidase.

Introduction

Nitrogen (N) fertilization assured centre stage for enhancing food production in developing countries especially after the introduction of high yielding and fertilizer responsive crop varieties. Almost half of the human population relies on N fertilizer for food production (Ladha et al., 2005), and about 56 percent of the N fertilizer is used for producing rice, maize, and wheat (IFA, 2002). It has contributed an estimated 40% to the increase in per capita food production over the past 50 years (Smil, 2002). However, excess use of chemical N fertilizer may negatively affect surface water, as well as groundwater, and the atmosphere (through leaching and runoff) through volatilization of N (Galloway et al., 2008).

Control means the power or authority to direct and order or restrain. In the context of an entrepreneurial function, control may be defined as “comparing operating results with the plans, and taking corrective action when results deviate from the plans”.

Control requires two things: first, there is a clear – cut and specific plan according to which any work is to proceed and second, it is possible to measure the results of operations with a view to detecting deviations.